id sid tid token lemma pos work_q6u36m2psnc3rpytggbjzexftu 1 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 1 2 : : : work_q6u36m2psnc3rpytggbjzexftu 1 3 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 1 4 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 1 5 in in IN work_q6u36m2psnc3rpytggbjzexftu 1 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 1 7 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 1 8 Submitted submit VBD work_q6u36m2psnc3rpytggbjzexftu 1 9 11 11 CD work_q6u36m2psnc3rpytggbjzexftu 1 10 March March NNP work_q6u36m2psnc3rpytggbjzexftu 1 11 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 1 12 Accepted accept VBD work_q6u36m2psnc3rpytggbjzexftu 1 13 6 6 CD work_q6u36m2psnc3rpytggbjzexftu 1 14 July July NNP work_q6u36m2psnc3rpytggbjzexftu 1 15 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 1 16 Published publish VBD work_q6u36m2psnc3rpytggbjzexftu 1 17 29 29 CD work_q6u36m2psnc3rpytggbjzexftu 1 18 July July NNP work_q6u36m2psnc3rpytggbjzexftu 1 19 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 1 20 Corresponding Corresponding NNP work_q6u36m2psnc3rpytggbjzexftu 1 21 author author NN work_q6u36m2psnc3rpytggbjzexftu 1 22 Edward Edward NNP work_q6u36m2psnc3rpytggbjzexftu 1 23 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 1 24 , , , work_q6u36m2psnc3rpytggbjzexftu 1 25 E.W.F.Meeds@uva.nl E.W.F.Meeds@uva.nl NNP work_q6u36m2psnc3rpytggbjzexftu 1 26 Academic academic JJ work_q6u36m2psnc3rpytggbjzexftu 1 27 editor editor NN work_q6u36m2psnc3rpytggbjzexftu 1 28 Sebastian Sebastian NNP work_q6u36m2psnc3rpytggbjzexftu 1 29 Ventura Ventura NNP work_q6u36m2psnc3rpytggbjzexftu 1 30 Additional Additional NNP work_q6u36m2psnc3rpytggbjzexftu 1 31 Information Information NNP work_q6u36m2psnc3rpytggbjzexftu 1 32 and and CC work_q6u36m2psnc3rpytggbjzexftu 1 33 Declarations declaration NNS work_q6u36m2psnc3rpytggbjzexftu 1 34 can can MD work_q6u36m2psnc3rpytggbjzexftu 1 35 be be VB work_q6u36m2psnc3rpytggbjzexftu 1 36 found find VBN work_q6u36m2psnc3rpytggbjzexftu 1 37 on on IN work_q6u36m2psnc3rpytggbjzexftu 1 38 page page NN work_q6u36m2psnc3rpytggbjzexftu 1 39 21 21 CD work_q6u36m2psnc3rpytggbjzexftu 1 40 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 1 41 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 1 42 / / SYM work_q6u36m2psnc3rpytggbjzexftu 1 43 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 1 44 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 1 45 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 1 46 Copyright Copyright NNP work_q6u36m2psnc3rpytggbjzexftu 1 47 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 1 48 Meeds Meeds NNPS work_q6u36m2psnc3rpytggbjzexftu 1 49 et et NNP work_q6u36m2psnc3rpytggbjzexftu 1 50 al al NNP work_q6u36m2psnc3rpytggbjzexftu 1 51 . . . work_q6u36m2psnc3rpytggbjzexftu 2 1 Distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 2 2 under under IN work_q6u36m2psnc3rpytggbjzexftu 2 3 Creative Creative NNP work_q6u36m2psnc3rpytggbjzexftu 2 4 Commons Commons NNP work_q6u36m2psnc3rpytggbjzexftu 2 5 CC CC NNP work_q6u36m2psnc3rpytggbjzexftu 2 6 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 2 7 BY BY NNP work_q6u36m2psnc3rpytggbjzexftu 2 8 4.0 4.0 CD work_q6u36m2psnc3rpytggbjzexftu 2 9 OPEN open JJ work_q6u36m2psnc3rpytggbjzexftu 2 10 ACCESS access NN work_q6u36m2psnc3rpytggbjzexftu 2 11 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 2 12 : : : work_q6u36m2psnc3rpytggbjzexftu 2 13 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 2 14 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 2 15 in in IN work_q6u36m2psnc3rpytggbjzexftu 2 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 2 17 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 2 18 Edward Edward NNP work_q6u36m2psnc3rpytggbjzexftu 2 19 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 2 20 , , , work_q6u36m2psnc3rpytggbjzexftu 2 21 Remco Remco NNP work_q6u36m2psnc3rpytggbjzexftu 2 22 Hendriks Hendriks NNP work_q6u36m2psnc3rpytggbjzexftu 2 23 , , , work_q6u36m2psnc3rpytggbjzexftu 2 24 Said Said NNP work_q6u36m2psnc3rpytggbjzexftu 2 25 Al Al NNP work_q6u36m2psnc3rpytggbjzexftu 2 26 Faraby Faraby NNP work_q6u36m2psnc3rpytggbjzexftu 2 27 , , , work_q6u36m2psnc3rpytggbjzexftu 2 28 Magiel Magiel NNP work_q6u36m2psnc3rpytggbjzexftu 2 29 Bruntink Bruntink NNP work_q6u36m2psnc3rpytggbjzexftu 2 30 and and CC work_q6u36m2psnc3rpytggbjzexftu 2 31 Max Max NNP work_q6u36m2psnc3rpytggbjzexftu 2 32 Welling Welling NNP work_q6u36m2psnc3rpytggbjzexftu 2 33 Informatics Informatics NNP work_q6u36m2psnc3rpytggbjzexftu 2 34 Institute Institute NNP work_q6u36m2psnc3rpytggbjzexftu 2 35 , , , work_q6u36m2psnc3rpytggbjzexftu 2 36 University University NNP work_q6u36m2psnc3rpytggbjzexftu 2 37 of of IN work_q6u36m2psnc3rpytggbjzexftu 2 38 Amsterdam Amsterdam NNP work_q6u36m2psnc3rpytggbjzexftu 2 39 , , , work_q6u36m2psnc3rpytggbjzexftu 2 40 Amsterdam Amsterdam NNP work_q6u36m2psnc3rpytggbjzexftu 2 41 , , , work_q6u36m2psnc3rpytggbjzexftu 2 42 The the DT work_q6u36m2psnc3rpytggbjzexftu 2 43 Netherlands Netherlands NNP work_q6u36m2psnc3rpytggbjzexftu 2 44 ABSTRACT ABSTRACT NNP work_q6u36m2psnc3rpytggbjzexftu 2 45 With with IN work_q6u36m2psnc3rpytggbjzexftu 2 46 few few JJ work_q6u36m2psnc3rpytggbjzexftu 2 47 exceptions exception NNS work_q6u36m2psnc3rpytggbjzexftu 2 48 , , , work_q6u36m2psnc3rpytggbjzexftu 2 49 the the DT work_q6u36m2psnc3rpytggbjzexftu 2 50 field field NN work_q6u36m2psnc3rpytggbjzexftu 2 51 of of IN work_q6u36m2psnc3rpytggbjzexftu 2 52 Machine Machine NNP work_q6u36m2psnc3rpytggbjzexftu 2 53 Learning Learning NNP work_q6u36m2psnc3rpytggbjzexftu 2 54 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 2 55 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 2 56 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 2 57 research research NN work_q6u36m2psnc3rpytggbjzexftu 2 58 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 2 59 largely largely RB work_q6u36m2psnc3rpytggbjzexftu 2 60 ignored ignore VBN work_q6u36m2psnc3rpytggbjzexftu 2 61 the the DT work_q6u36m2psnc3rpytggbjzexftu 2 62 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 2 63 as as IN work_q6u36m2psnc3rpytggbjzexftu 2 64 a a DT work_q6u36m2psnc3rpytggbjzexftu 2 65 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 2 66 engine engine NN work_q6u36m2psnc3rpytggbjzexftu 2 67 . . . work_q6u36m2psnc3rpytggbjzexftu 3 1 Beyond beyond IN work_q6u36m2psnc3rpytggbjzexftu 3 2 an an DT work_q6u36m2psnc3rpytggbjzexftu 3 3 educational educational JJ work_q6u36m2psnc3rpytggbjzexftu 3 4 resource resource NN work_q6u36m2psnc3rpytggbjzexftu 3 5 for for IN work_q6u36m2psnc3rpytggbjzexftu 3 6 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 3 7 , , , work_q6u36m2psnc3rpytggbjzexftu 3 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 3 9 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 3 10 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 3 11 vast vast JJ work_q6u36m2psnc3rpytggbjzexftu 3 12 potential potential NN work_q6u36m2psnc3rpytggbjzexftu 3 13 to to IN work_q6u36m2psnc3rpytggbjzexftu 3 14 not not RB work_q6u36m2psnc3rpytggbjzexftu 3 15 only only RB work_q6u36m2psnc3rpytggbjzexftu 3 16 improve improve VB work_q6u36m2psnc3rpytggbjzexftu 3 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 3 18 state state NN work_q6u36m2psnc3rpytggbjzexftu 3 19 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 3 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 3 21 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 3 22 the the DT work_q6u36m2psnc3rpytggbjzexftu 3 23 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 3 24 art art NN work_q6u36m2psnc3rpytggbjzexftu 3 25 in in IN work_q6u36m2psnc3rpytggbjzexftu 3 26 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 3 27 research research NN work_q6u36m2psnc3rpytggbjzexftu 3 28 , , , work_q6u36m2psnc3rpytggbjzexftu 3 29 but but CC work_q6u36m2psnc3rpytggbjzexftu 3 30 also also RB work_q6u36m2psnc3rpytggbjzexftu 3 31 , , , work_q6u36m2psnc3rpytggbjzexftu 3 32 inexpensively inexpensively RB work_q6u36m2psnc3rpytggbjzexftu 3 33 and and CC work_q6u36m2psnc3rpytggbjzexftu 3 34 on on IN work_q6u36m2psnc3rpytggbjzexftu 3 35 a a DT work_q6u36m2psnc3rpytggbjzexftu 3 36 massive massive JJ work_q6u36m2psnc3rpytggbjzexftu 3 37 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 3 38 , , , work_q6u36m2psnc3rpytggbjzexftu 3 39 to to TO work_q6u36m2psnc3rpytggbjzexftu 3 40 bring bring VB work_q6u36m2psnc3rpytggbjzexftu 3 41 sophisticated sophisticated JJ work_q6u36m2psnc3rpytggbjzexftu 3 42 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 3 43 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 3 44 and and CC work_q6u36m2psnc3rpytggbjzexftu 3 45 prediction prediction NN work_q6u36m2psnc3rpytggbjzexftu 3 46 to to IN work_q6u36m2psnc3rpytggbjzexftu 3 47 the the DT work_q6u36m2psnc3rpytggbjzexftu 3 48 public public NN work_q6u36m2psnc3rpytggbjzexftu 3 49 at at IN work_q6u36m2psnc3rpytggbjzexftu 3 50 large large JJ work_q6u36m2psnc3rpytggbjzexftu 3 51 . . . work_q6u36m2psnc3rpytggbjzexftu 4 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 4 2 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 4 3 introduces introduce VBZ work_q6u36m2psnc3rpytggbjzexftu 4 4 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 4 5 , , , work_q6u36m2psnc3rpytggbjzexftu 4 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 4 7 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 4 8 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 4 9 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 4 10 written write VBN work_q6u36m2psnc3rpytggbjzexftu 4 11 entirely entirely RB work_q6u36m2psnc3rpytggbjzexftu 4 12 in in IN work_q6u36m2psnc3rpytggbjzexftu 4 13 Javascript Javascript NNP work_q6u36m2psnc3rpytggbjzexftu 4 14 , , , work_q6u36m2psnc3rpytggbjzexftu 4 15 capable capable JJ work_q6u36m2psnc3rpytggbjzexftu 4 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 4 17 performing perform VBG work_q6u36m2psnc3rpytggbjzexftu 4 18 large large JJ work_q6u36m2psnc3rpytggbjzexftu 4 19 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 4 20 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 4 21 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 4 22 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 4 23 with with IN work_q6u36m2psnc3rpytggbjzexftu 4 24 heterogeneous heterogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 4 25 classes class NNS work_q6u36m2psnc3rpytggbjzexftu 4 26 of of IN work_q6u36m2psnc3rpytggbjzexftu 4 27 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 4 28 . . . work_q6u36m2psnc3rpytggbjzexftu 5 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 5 2 development development NN work_q6u36m2psnc3rpytggbjzexftu 5 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 5 4 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 5 5 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 5 6 been be VBN work_q6u36m2psnc3rpytggbjzexftu 5 7 driven drive VBN work_q6u36m2psnc3rpytggbjzexftu 5 8 by by IN work_q6u36m2psnc3rpytggbjzexftu 5 9 several several JJ work_q6u36m2psnc3rpytggbjzexftu 5 10 underlying underlie VBG work_q6u36m2psnc3rpytggbjzexftu 5 11 objectives objective NNS work_q6u36m2psnc3rpytggbjzexftu 5 12 whose whose WP$ work_q6u36m2psnc3rpytggbjzexftu 5 13 aim aim NN work_q6u36m2psnc3rpytggbjzexftu 5 14 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 5 15 to to TO work_q6u36m2psnc3rpytggbjzexftu 5 16 make make VB work_q6u36m2psnc3rpytggbjzexftu 5 17 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 5 18 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 5 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 5 20 usage usage NN work_q6u36m2psnc3rpytggbjzexftu 5 21 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 5 22 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 5 23 by by IN work_q6u36m2psnc3rpytggbjzexftu 5 24 using use VBG work_q6u36m2psnc3rpytggbjzexftu 5 25 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 5 26 compute compute NN work_q6u36m2psnc3rpytggbjzexftu 5 27 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 5 28 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 5 29 , , , work_q6u36m2psnc3rpytggbjzexftu 5 30 cheap cheap JJ work_q6u36m2psnc3rpytggbjzexftu 5 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 5 32 effortlessly effortlessly RB work_q6u36m2psnc3rpytggbjzexftu 5 33 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 5 34 , , , work_q6u36m2psnc3rpytggbjzexftu 5 35 and and CC work_q6u36m2psnc3rpytggbjzexftu 5 36 collaborative collaborative JJ work_q6u36m2psnc3rpytggbjzexftu 5 37 . . . work_q6u36m2psnc3rpytggbjzexftu 6 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 6 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 6 3 achieved achieve VBN work_q6u36m2psnc3rpytggbjzexftu 6 4 by by IN work_q6u36m2psnc3rpytggbjzexftu 6 5 allowing allow VBG work_q6u36m2psnc3rpytggbjzexftu 6 6 every every DT work_q6u36m2psnc3rpytggbjzexftu 6 7 internet internet NN work_q6u36m2psnc3rpytggbjzexftu 6 8 capable capable JJ work_q6u36m2psnc3rpytggbjzexftu 6 9 device device NN work_q6u36m2psnc3rpytggbjzexftu 6 10 to to TO work_q6u36m2psnc3rpytggbjzexftu 6 11 run run VB work_q6u36m2psnc3rpytggbjzexftu 6 12 training train VBG work_q6u36m2psnc3rpytggbjzexftu 6 13 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 6 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 6 15 predictive predictive JJ work_q6u36m2psnc3rpytggbjzexftu 6 16 models model NNS work_q6u36m2psnc3rpytggbjzexftu 6 17 with with IN work_q6u36m2psnc3rpytggbjzexftu 6 18 no no DT work_q6u36m2psnc3rpytggbjzexftu 6 19 software software NN work_q6u36m2psnc3rpytggbjzexftu 6 20 installation installation NN work_q6u36m2psnc3rpytggbjzexftu 6 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 6 22 by by IN work_q6u36m2psnc3rpytggbjzexftu 6 23 saving save VBG work_q6u36m2psnc3rpytggbjzexftu 6 24 models model NNS work_q6u36m2psnc3rpytggbjzexftu 6 25 in in IN work_q6u36m2psnc3rpytggbjzexftu 6 26 universally universally RB work_q6u36m2psnc3rpytggbjzexftu 6 27 readable readable JJ work_q6u36m2psnc3rpytggbjzexftu 6 28 formats format NNS work_q6u36m2psnc3rpytggbjzexftu 6 29 . . . work_q6u36m2psnc3rpytggbjzexftu 7 1 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 7 2 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 7 3 library library NN work_q6u36m2psnc3rpytggbjzexftu 7 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 7 5 capable capable JJ work_q6u36m2psnc3rpytggbjzexftu 7 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 7 7 training train VBG work_q6u36m2psnc3rpytggbjzexftu 7 8 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 7 9 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 7 10 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 7 11 with with IN work_q6u36m2psnc3rpytggbjzexftu 7 12 synchronized synchronize VBN work_q6u36m2psnc3rpytggbjzexftu 7 13 , , , work_q6u36m2psnc3rpytggbjzexftu 7 14 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 7 15 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 7 16 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 7 17 descent descent NN work_q6u36m2psnc3rpytggbjzexftu 7 18 . . . work_q6u36m2psnc3rpytggbjzexftu 8 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 8 2 offers offer VBZ work_q6u36m2psnc3rpytggbjzexftu 8 3 several several JJ work_q6u36m2psnc3rpytggbjzexftu 8 4 important important JJ work_q6u36m2psnc3rpytggbjzexftu 8 5 opportunities opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 8 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 8 7 novel novel JJ work_q6u36m2psnc3rpytggbjzexftu 8 8 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 8 9 research research NN work_q6u36m2psnc3rpytggbjzexftu 8 10 , , , work_q6u36m2psnc3rpytggbjzexftu 8 11 including include VBG work_q6u36m2psnc3rpytggbjzexftu 8 12 : : : work_q6u36m2psnc3rpytggbjzexftu 8 13 development development NN work_q6u36m2psnc3rpytggbjzexftu 8 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 8 15 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 8 16 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 8 17 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 8 18 , , , work_q6u36m2psnc3rpytggbjzexftu 8 19 advancement advancement NN work_q6u36m2psnc3rpytggbjzexftu 8 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 8 21 web web NN work_q6u36m2psnc3rpytggbjzexftu 8 22 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 8 23 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 8 24 , , , work_q6u36m2psnc3rpytggbjzexftu 8 25 novel novel JJ work_q6u36m2psnc3rpytggbjzexftu 8 26 field field NN work_q6u36m2psnc3rpytggbjzexftu 8 27 and and CC work_q6u36m2psnc3rpytggbjzexftu 8 28 mobile mobile NN work_q6u36m2psnc3rpytggbjzexftu 8 29 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 8 30 , , , work_q6u36m2psnc3rpytggbjzexftu 8 31 privacy privacy NN work_q6u36m2psnc3rpytggbjzexftu 8 32 preserving preserve VBG work_q6u36m2psnc3rpytggbjzexftu 8 33 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 8 34 , , , work_q6u36m2psnc3rpytggbjzexftu 8 35 and and CC work_q6u36m2psnc3rpytggbjzexftu 8 36 green green JJ work_q6u36m2psnc3rpytggbjzexftu 8 37 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 8 38 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 8 39 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 8 40 . . . work_q6u36m2psnc3rpytggbjzexftu 9 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 9 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 9 3 available available JJ work_q6u36m2psnc3rpytggbjzexftu 9 4 as as IN work_q6u36m2psnc3rpytggbjzexftu 9 5 open open JJ work_q6u36m2psnc3rpytggbjzexftu 9 6 source source NN work_q6u36m2psnc3rpytggbjzexftu 9 7 software software NN work_q6u36m2psnc3rpytggbjzexftu 9 8 . . . work_q6u36m2psnc3rpytggbjzexftu 10 1 Subjects Subjects NNP work_q6u36m2psnc3rpytggbjzexftu 10 2 Data Data NNPS work_q6u36m2psnc3rpytggbjzexftu 10 3 Mining Mining NNP work_q6u36m2psnc3rpytggbjzexftu 10 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 10 5 Machine Machine NNP work_q6u36m2psnc3rpytggbjzexftu 10 6 Learning Learning NNP work_q6u36m2psnc3rpytggbjzexftu 10 7 , , , work_q6u36m2psnc3rpytggbjzexftu 10 8 Emerging Emerging NNP work_q6u36m2psnc3rpytggbjzexftu 10 9 Technologies Technologies NNPS work_q6u36m2psnc3rpytggbjzexftu 10 10 , , , work_q6u36m2psnc3rpytggbjzexftu 10 11 Mobile Mobile NNP work_q6u36m2psnc3rpytggbjzexftu 10 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 10 13 Ubiquitous Ubiquitous NNP work_q6u36m2psnc3rpytggbjzexftu 10 14 Computing Computing NNP work_q6u36m2psnc3rpytggbjzexftu 10 15 , , , work_q6u36m2psnc3rpytggbjzexftu 10 16 World World NNP work_q6u36m2psnc3rpytggbjzexftu 10 17 Wide Wide NNP work_q6u36m2psnc3rpytggbjzexftu 10 18 Web web NN work_q6u36m2psnc3rpytggbjzexftu 10 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 10 20 Web web NN work_q6u36m2psnc3rpytggbjzexftu 10 21 Science Science NNP work_q6u36m2psnc3rpytggbjzexftu 10 22 , , , work_q6u36m2psnc3rpytggbjzexftu 10 23 Software Software NNP work_q6u36m2psnc3rpytggbjzexftu 10 24 Engineering Engineering NNP work_q6u36m2psnc3rpytggbjzexftu 10 25 Keywords Keywords NNPS work_q6u36m2psnc3rpytggbjzexftu 10 26 Machine Machine NNP work_q6u36m2psnc3rpytggbjzexftu 10 27 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 10 28 , , , work_q6u36m2psnc3rpytggbjzexftu 10 29 Pervasive pervasive JJ work_q6u36m2psnc3rpytggbjzexftu 10 30 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 10 31 , , , work_q6u36m2psnc3rpytggbjzexftu 10 32 Ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 10 33 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 10 34 , , , work_q6u36m2psnc3rpytggbjzexftu 10 35 Social social JJ work_q6u36m2psnc3rpytggbjzexftu 10 36 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 10 37 , , , work_q6u36m2psnc3rpytggbjzexftu 10 38 Mobile Mobile NNP work_q6u36m2psnc3rpytggbjzexftu 10 39 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 10 40 , , , work_q6u36m2psnc3rpytggbjzexftu 10 41 Client client NN work_q6u36m2psnc3rpytggbjzexftu 10 42 – – : work_q6u36m2psnc3rpytggbjzexftu 10 43 server server NN work_q6u36m2psnc3rpytggbjzexftu 10 44 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 10 45 , , , work_q6u36m2psnc3rpytggbjzexftu 10 46 Distributed distributed JJ work_q6u36m2psnc3rpytggbjzexftu 10 47 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 10 48 , , , work_q6u36m2psnc3rpytggbjzexftu 10 49 Crowdsourcing crowdsource VBG work_q6u36m2psnc3rpytggbjzexftu 10 50 INTRODUCTION introduction NN work_q6u36m2psnc3rpytggbjzexftu 10 51 The the DT work_q6u36m2psnc3rpytggbjzexftu 10 52 field field NN work_q6u36m2psnc3rpytggbjzexftu 10 53 of of IN work_q6u36m2psnc3rpytggbjzexftu 10 54 Machine Machine NNP work_q6u36m2psnc3rpytggbjzexftu 10 55 Learning Learning NNP work_q6u36m2psnc3rpytggbjzexftu 10 56 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 10 57 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 10 58 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 10 59 currently currently RB work_q6u36m2psnc3rpytggbjzexftu 10 60 lacks lack VBZ work_q6u36m2psnc3rpytggbjzexftu 10 61 a a DT work_q6u36m2psnc3rpytggbjzexftu 10 62 common common JJ work_q6u36m2psnc3rpytggbjzexftu 10 63 platform platform NN work_q6u36m2psnc3rpytggbjzexftu 10 64 for for IN work_q6u36m2psnc3rpytggbjzexftu 10 65 the the DT work_q6u36m2psnc3rpytggbjzexftu 10 66 development development NN work_q6u36m2psnc3rpytggbjzexftu 10 67 of of IN work_q6u36m2psnc3rpytggbjzexftu 10 68 massively massively RB work_q6u36m2psnc3rpytggbjzexftu 10 69 distributed distributed JJ work_q6u36m2psnc3rpytggbjzexftu 10 70 and and CC work_q6u36m2psnc3rpytggbjzexftu 10 71 collaborative collaborative JJ work_q6u36m2psnc3rpytggbjzexftu 10 72 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 10 73 . . . work_q6u36m2psnc3rpytggbjzexftu 11 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 11 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 11 3 result result NN work_q6u36m2psnc3rpytggbjzexftu 11 4 , , , work_q6u36m2psnc3rpytggbjzexftu 11 5 there there EX work_q6u36m2psnc3rpytggbjzexftu 11 6 are be VBP work_q6u36m2psnc3rpytggbjzexftu 11 7 impediments impediment NNS work_q6u36m2psnc3rpytggbjzexftu 11 8 to to IN work_q6u36m2psnc3rpytggbjzexftu 11 9 leveraging leverage VBG work_q6u36m2psnc3rpytggbjzexftu 11 10 and and CC work_q6u36m2psnc3rpytggbjzexftu 11 11 reproducing reproduce VBG work_q6u36m2psnc3rpytggbjzexftu 11 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 11 13 work work NN work_q6u36m2psnc3rpytggbjzexftu 11 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 11 15 other other JJ work_q6u36m2psnc3rpytggbjzexftu 11 16 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 11 17 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 11 18 , , , work_q6u36m2psnc3rpytggbjzexftu 11 19 potentially potentially RB work_q6u36m2psnc3rpytggbjzexftu 11 20 slowing slow VBG work_q6u36m2psnc3rpytggbjzexftu 11 21 down down RP work_q6u36m2psnc3rpytggbjzexftu 11 22 the the DT work_q6u36m2psnc3rpytggbjzexftu 11 23 progress progress NN work_q6u36m2psnc3rpytggbjzexftu 11 24 of of IN work_q6u36m2psnc3rpytggbjzexftu 11 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 11 26 field field NN work_q6u36m2psnc3rpytggbjzexftu 11 27 . . . work_q6u36m2psnc3rpytggbjzexftu 12 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 12 2 ubiquity ubiquity NN work_q6u36m2psnc3rpytggbjzexftu 12 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 12 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 12 5 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 12 6 as as IN work_q6u36m2psnc3rpytggbjzexftu 12 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 12 8 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 12 9 engine engine NN work_q6u36m2psnc3rpytggbjzexftu 12 10 makes make VBZ work_q6u36m2psnc3rpytggbjzexftu 12 11 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 12 12 an an DT work_q6u36m2psnc3rpytggbjzexftu 12 13 ideal ideal JJ work_q6u36m2psnc3rpytggbjzexftu 12 14 platform platform NN work_q6u36m2psnc3rpytggbjzexftu 12 15 for for IN work_q6u36m2psnc3rpytggbjzexftu 12 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 12 17 development development NN work_q6u36m2psnc3rpytggbjzexftu 12 18 of of IN work_q6u36m2psnc3rpytggbjzexftu 12 19 massively massively RB work_q6u36m2psnc3rpytggbjzexftu 12 20 distributed distributed JJ work_q6u36m2psnc3rpytggbjzexftu 12 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 12 22 collaborative collaborative JJ work_q6u36m2psnc3rpytggbjzexftu 12 23 ML ml NN work_q6u36m2psnc3rpytggbjzexftu 12 24 . . . work_q6u36m2psnc3rpytggbjzexftu 13 1 Machine Machine NNP work_q6u36m2psnc3rpytggbjzexftu 13 2 Learning Learning NNP work_q6u36m2psnc3rpytggbjzexftu 13 3 in in IN work_q6u36m2psnc3rpytggbjzexftu 13 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 13 5 Browser Browser NNP work_q6u36m2psnc3rpytggbjzexftu 13 6 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 13 7 MLitB MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 13 8 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 13 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 13 10 an an DT work_q6u36m2psnc3rpytggbjzexftu 13 11 ambitious ambitious JJ work_q6u36m2psnc3rpytggbjzexftu 13 12 software software NN work_q6u36m2psnc3rpytggbjzexftu 13 13 development development NN work_q6u36m2psnc3rpytggbjzexftu 13 14 project project NN work_q6u36m2psnc3rpytggbjzexftu 13 15 whose whose WP$ work_q6u36m2psnc3rpytggbjzexftu 13 16 aim aim NN work_q6u36m2psnc3rpytggbjzexftu 13 17 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 13 18 to to TO work_q6u36m2psnc3rpytggbjzexftu 13 19 bring bring VB work_q6u36m2psnc3rpytggbjzexftu 13 20 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 13 21 , , , work_q6u36m2psnc3rpytggbjzexftu 13 22 in in IN work_q6u36m2psnc3rpytggbjzexftu 13 23 all all DT work_q6u36m2psnc3rpytggbjzexftu 13 24 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 13 25 facets facet NNS work_q6u36m2psnc3rpytggbjzexftu 13 26 , , , work_q6u36m2psnc3rpytggbjzexftu 13 27 to to IN work_q6u36m2psnc3rpytggbjzexftu 13 28 an an DT work_q6u36m2psnc3rpytggbjzexftu 13 29 audience audience NN work_q6u36m2psnc3rpytggbjzexftu 13 30 that that WDT work_q6u36m2psnc3rpytggbjzexftu 13 31 includes include VBZ work_q6u36m2psnc3rpytggbjzexftu 13 32 both both DT work_q6u36m2psnc3rpytggbjzexftu 13 33 the the DT work_q6u36m2psnc3rpytggbjzexftu 13 34 general general JJ work_q6u36m2psnc3rpytggbjzexftu 13 35 public public NN work_q6u36m2psnc3rpytggbjzexftu 13 36 and and CC work_q6u36m2psnc3rpytggbjzexftu 13 37 the the DT work_q6u36m2psnc3rpytggbjzexftu 13 38 research research NN work_q6u36m2psnc3rpytggbjzexftu 13 39 community community NN work_q6u36m2psnc3rpytggbjzexftu 13 40 . . . work_q6u36m2psnc3rpytggbjzexftu 14 1 By by IN work_q6u36m2psnc3rpytggbjzexftu 14 2 writing write VBG work_q6u36m2psnc3rpytggbjzexftu 14 3 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 14 4 models model NNS work_q6u36m2psnc3rpytggbjzexftu 14 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 14 6 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 14 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 14 8 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 14 9 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 14 10 based base VBN work_q6u36m2psnc3rpytggbjzexftu 14 11 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 14 12 languages language NNS work_q6u36m2psnc3rpytggbjzexftu 14 13 , , , work_q6u36m2psnc3rpytggbjzexftu 14 14 many many JJ work_q6u36m2psnc3rpytggbjzexftu 14 15 research research NN work_q6u36m2psnc3rpytggbjzexftu 14 16 opportunities opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 14 17 become become VBP work_q6u36m2psnc3rpytggbjzexftu 14 18 available available JJ work_q6u36m2psnc3rpytggbjzexftu 14 19 . . . work_q6u36m2psnc3rpytggbjzexftu 15 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 15 2 most most RBS work_q6u36m2psnc3rpytggbjzexftu 15 3 obvious obvious JJ work_q6u36m2psnc3rpytggbjzexftu 15 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 15 5 software software NN work_q6u36m2psnc3rpytggbjzexftu 15 6 compatibility compatibility NN work_q6u36m2psnc3rpytggbjzexftu 15 7 : : : work_q6u36m2psnc3rpytggbjzexftu 15 8 nearly nearly RB work_q6u36m2psnc3rpytggbjzexftu 15 9 all all DT work_q6u36m2psnc3rpytggbjzexftu 15 10 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 15 11 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 15 12 can can MD work_q6u36m2psnc3rpytggbjzexftu 15 13 collaborate collaborate VB work_q6u36m2psnc3rpytggbjzexftu 15 14 in in IN work_q6u36m2psnc3rpytggbjzexftu 15 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 15 16 training training NN work_q6u36m2psnc3rpytggbjzexftu 15 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 15 18 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 15 19 models model NNS work_q6u36m2psnc3rpytggbjzexftu 15 20 by by IN work_q6u36m2psnc3rpytggbjzexftu 15 21 contributing contribute VBG work_q6u36m2psnc3rpytggbjzexftu 15 22 How how WRB work_q6u36m2psnc3rpytggbjzexftu 15 23 to to TO work_q6u36m2psnc3rpytggbjzexftu 15 24 cite cite VB work_q6u36m2psnc3rpytggbjzexftu 15 25 this this DT work_q6u36m2psnc3rpytggbjzexftu 15 26 article article NN work_q6u36m2psnc3rpytggbjzexftu 15 27 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 15 28 et et NNP work_q6u36m2psnc3rpytggbjzexftu 15 29 al al NNP work_q6u36m2psnc3rpytggbjzexftu 15 30 . . . work_q6u36m2psnc3rpytggbjzexftu 16 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 16 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 16 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 16 4 , , , work_q6u36m2psnc3rpytggbjzexftu 16 5 MLitB mlitb IN work_q6u36m2psnc3rpytggbjzexftu 16 6 : : : work_q6u36m2psnc3rpytggbjzexftu 16 7 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 16 8 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 16 9 in in IN work_q6u36m2psnc3rpytggbjzexftu 16 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 16 11 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 16 12 . . . work_q6u36m2psnc3rpytggbjzexftu 17 1 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 17 2 Comput comput NN work_q6u36m2psnc3rpytggbjzexftu 17 3 . . . work_q6u36m2psnc3rpytggbjzexftu 18 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 18 2 . . . work_q6u36m2psnc3rpytggbjzexftu 19 1 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 19 2 : : : work_q6u36m2psnc3rpytggbjzexftu 19 3 e11 e11 NN work_q6u36m2psnc3rpytggbjzexftu 19 4 ; ; : work_q6u36m2psnc3rpytggbjzexftu 19 5 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 19 6 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 19 7 / / SYM work_q6u36m2psnc3rpytggbjzexftu 19 8 peerj- peerj- NN work_q6u36m2psnc3rpytggbjzexftu 19 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 19 10 mailto:E.W.F.Meeds@uva.nl mailto:E.W.F.Meeds@uva.nl NNP work_q6u36m2psnc3rpytggbjzexftu 19 11 https://peerj.com/academic-boards/editors/ https://peerj.com/academic-boards/editors/ NNP work_q6u36m2psnc3rpytggbjzexftu 19 12 https://peerj.com/academic-boards/editors/ https://peerj.com/academic-boards/editors/ NNP work_q6u36m2psnc3rpytggbjzexftu 19 13 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 19 14 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 FW work_q6u36m2psnc3rpytggbjzexftu 19 15 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/ -LRB- work_q6u36m2psnc3rpytggbjzexftu 19 16 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/ FW work_q6u36m2psnc3rpytggbjzexftu 19 17 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNP work_q6u36m2psnc3rpytggbjzexftu 19 18 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 19 19 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 19 20 Figure Figure NNP work_q6u36m2psnc3rpytggbjzexftu 19 21 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 19 22 Overview overview NN work_q6u36m2psnc3rpytggbjzexftu 19 23 of of IN work_q6u36m2psnc3rpytggbjzexftu 19 24 MLitB. MLitB. NNP work_q6u36m2psnc3rpytggbjzexftu 20 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 20 2 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 20 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 20 4 A a DT work_q6u36m2psnc3rpytggbjzexftu 20 5 researcher researcher NN work_q6u36m2psnc3rpytggbjzexftu 20 6 sets set VBZ work_q6u36m2psnc3rpytggbjzexftu 20 7 up up RP work_q6u36m2psnc3rpytggbjzexftu 20 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 20 9 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 20 10 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 20 11 in in IN work_q6u36m2psnc3rpytggbjzexftu 20 12 his -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 20 13 / / SYM work_q6u36m2psnc3rpytggbjzexftu 20 14 her -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 20 15 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 20 16 . . . work_q6u36m2psnc3rpytggbjzexftu 21 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 21 2 2 2 LS work_q6u36m2psnc3rpytggbjzexftu 21 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 21 4 Through through IN work_q6u36m2psnc3rpytggbjzexftu 21 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 21 6 internet internet NN work_q6u36m2psnc3rpytggbjzexftu 21 7 , , , work_q6u36m2psnc3rpytggbjzexftu 21 8 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 21 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 21 10 desktop desktop NN work_q6u36m2psnc3rpytggbjzexftu 21 11 machines machine NNS work_q6u36m2psnc3rpytggbjzexftu 21 12 contribute contribute VBP work_q6u36m2psnc3rpytggbjzexftu 21 13 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 21 14 to to TO work_q6u36m2psnc3rpytggbjzexftu 21 15 solve solve VB work_q6u36m2psnc3rpytggbjzexftu 21 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 21 17 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 21 18 . . . work_q6u36m2psnc3rpytggbjzexftu 22 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 22 2 3 3 LS work_q6u36m2psnc3rpytggbjzexftu 22 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 22 4 Heterogeneous heterogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 22 5 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 22 6 , , , work_q6u36m2psnc3rpytggbjzexftu 22 7 such such JJ work_q6u36m2psnc3rpytggbjzexftu 22 8 as as IN work_q6u36m2psnc3rpytggbjzexftu 22 9 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 22 10 phone phone NN work_q6u36m2psnc3rpytggbjzexftu 22 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 22 12 tablets tablet NNS work_q6u36m2psnc3rpytggbjzexftu 22 13 , , , work_q6u36m2psnc3rpytggbjzexftu 22 14 connect connect VB work_q6u36m2psnc3rpytggbjzexftu 22 15 to to IN work_q6u36m2psnc3rpytggbjzexftu 22 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 22 17 same same JJ work_q6u36m2psnc3rpytggbjzexftu 22 18 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 22 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 22 20 contribute contribute VB work_q6u36m2psnc3rpytggbjzexftu 22 21 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 22 22 . . . work_q6u36m2psnc3rpytggbjzexftu 23 1 At at IN work_q6u36m2psnc3rpytggbjzexftu 23 2 any any DT work_q6u36m2psnc3rpytggbjzexftu 23 3 time time NN work_q6u36m2psnc3rpytggbjzexftu 23 4 , , , work_q6u36m2psnc3rpytggbjzexftu 23 5 connected connected JJ work_q6u36m2psnc3rpytggbjzexftu 23 6 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 23 7 can can MD work_q6u36m2psnc3rpytggbjzexftu 23 8 download download VB work_q6u36m2psnc3rpytggbjzexftu 23 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 23 10 model model NN work_q6u36m2psnc3rpytggbjzexftu 23 11 configuration configuration NN work_q6u36m2psnc3rpytggbjzexftu 23 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 23 13 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 23 14 , , , work_q6u36m2psnc3rpytggbjzexftu 23 15 or or CC work_q6u36m2psnc3rpytggbjzexftu 23 16 use use VB work_q6u36m2psnc3rpytggbjzexftu 23 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 23 18 model model NN work_q6u36m2psnc3rpytggbjzexftu 23 19 directly directly RB work_q6u36m2psnc3rpytggbjzexftu 23 20 in in IN work_q6u36m2psnc3rpytggbjzexftu 23 21 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 23 22 browsing browsing NN work_q6u36m2psnc3rpytggbjzexftu 23 23 environment environment NN work_q6u36m2psnc3rpytggbjzexftu 23 24 . . . work_q6u36m2psnc3rpytggbjzexftu 24 1 Icon Icon NNP work_q6u36m2psnc3rpytggbjzexftu 24 2 made make VBN work_q6u36m2psnc3rpytggbjzexftu 24 3 by by IN work_q6u36m2psnc3rpytggbjzexftu 24 4 Freepik Freepik NNP work_q6u36m2psnc3rpytggbjzexftu 24 5 from from IN work_q6u36m2psnc3rpytggbjzexftu 24 6 www.flaticon.com www.flaticon.com ADD work_q6u36m2psnc3rpytggbjzexftu 24 7 . . . work_q6u36m2psnc3rpytggbjzexftu 25 1 some some DT work_q6u36m2psnc3rpytggbjzexftu 25 2 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 25 3 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 25 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 25 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 25 6 overall overall JJ work_q6u36m2psnc3rpytggbjzexftu 25 7 training training NN work_q6u36m2psnc3rpytggbjzexftu 25 8 procedure procedure NN work_q6u36m2psnc3rpytggbjzexftu 25 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 25 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 25 11 , , , work_q6u36m2psnc3rpytggbjzexftu 25 12 with with IN work_q6u36m2psnc3rpytggbjzexftu 25 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 25 14 same same JJ work_q6u36m2psnc3rpytggbjzexftu 25 15 code code NN work_q6u36m2psnc3rpytggbjzexftu 25 16 , , , work_q6u36m2psnc3rpytggbjzexftu 25 17 harness harness VB work_q6u36m2psnc3rpytggbjzexftu 25 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 25 19 power power NN work_q6u36m2psnc3rpytggbjzexftu 25 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 25 21 sophisticated sophisticated JJ work_q6u36m2psnc3rpytggbjzexftu 25 22 predictive predictive JJ work_q6u36m2psnc3rpytggbjzexftu 25 23 models model NNS work_q6u36m2psnc3rpytggbjzexftu 25 24 on on IN work_q6u36m2psnc3rpytggbjzexftu 25 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 25 26 same same JJ work_q6u36m2psnc3rpytggbjzexftu 25 27 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 25 28 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 25 29 see see VB work_q6u36m2psnc3rpytggbjzexftu 25 30 Fig Fig NNP work_q6u36m2psnc3rpytggbjzexftu 25 31 . . . work_q6u36m2psnc3rpytggbjzexftu 26 1 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 26 2 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 26 3 . . . work_q6u36m2psnc3rpytggbjzexftu 27 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 27 2 goal goal NN work_q6u36m2psnc3rpytggbjzexftu 27 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 27 4 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 27 5 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 27 6 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 27 7 several several JJ work_q6u36m2psnc3rpytggbjzexftu 27 8 important important JJ work_q6u36m2psnc3rpytggbjzexftu 27 9 consequences consequence NNS work_q6u36m2psnc3rpytggbjzexftu 27 10 : : : work_q6u36m2psnc3rpytggbjzexftu 27 11 training train VBG work_q6u36m2psnc3rpytggbjzexftu 27 12 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 27 13 models model NNS work_q6u36m2psnc3rpytggbjzexftu 27 14 can can MD work_q6u36m2psnc3rpytggbjzexftu 27 15 now now RB work_q6u36m2psnc3rpytggbjzexftu 27 16 occur occur VB work_q6u36m2psnc3rpytggbjzexftu 27 17 on on IN work_q6u36m2psnc3rpytggbjzexftu 27 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 27 19 massive massive JJ work_q6u36m2psnc3rpytggbjzexftu 27 20 , , , work_q6u36m2psnc3rpytggbjzexftu 27 21 even even RB work_q6u36m2psnc3rpytggbjzexftu 27 22 global global JJ work_q6u36m2psnc3rpytggbjzexftu 27 23 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 27 24 , , , work_q6u36m2psnc3rpytggbjzexftu 27 25 with with IN work_q6u36m2psnc3rpytggbjzexftu 27 26 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 27 27 cost cost NN work_q6u36m2psnc3rpytggbjzexftu 27 28 , , , work_q6u36m2psnc3rpytggbjzexftu 27 29 and and CC work_q6u36m2psnc3rpytggbjzexftu 27 30 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 27 31 research research NN work_q6u36m2psnc3rpytggbjzexftu 27 32 can can MD work_q6u36m2psnc3rpytggbjzexftu 27 33 now now RB work_q6u36m2psnc3rpytggbjzexftu 27 34 be be VB work_q6u36m2psnc3rpytggbjzexftu 27 35 shared share VBN work_q6u36m2psnc3rpytggbjzexftu 27 36 and and CC work_q6u36m2psnc3rpytggbjzexftu 27 37 reproduced reproduce VBN work_q6u36m2psnc3rpytggbjzexftu 27 38 everywhere everywhere RB work_q6u36m2psnc3rpytggbjzexftu 27 39 , , , work_q6u36m2psnc3rpytggbjzexftu 27 40 by by IN work_q6u36m2psnc3rpytggbjzexftu 27 41 everyone everyone NN work_q6u36m2psnc3rpytggbjzexftu 27 42 , , , work_q6u36m2psnc3rpytggbjzexftu 27 43 making make VBG work_q6u36m2psnc3rpytggbjzexftu 27 44 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 27 45 models model NNS work_q6u36m2psnc3rpytggbjzexftu 27 46 a a DT work_q6u36m2psnc3rpytggbjzexftu 27 47 freely freely RB work_q6u36m2psnc3rpytggbjzexftu 27 48 accessible accessible JJ work_q6u36m2psnc3rpytggbjzexftu 27 49 , , , work_q6u36m2psnc3rpytggbjzexftu 27 50 public public JJ work_q6u36m2psnc3rpytggbjzexftu 27 51 good good NN work_q6u36m2psnc3rpytggbjzexftu 27 52 . . . work_q6u36m2psnc3rpytggbjzexftu 28 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 28 2 this this DT work_q6u36m2psnc3rpytggbjzexftu 28 3 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 28 4 , , , work_q6u36m2psnc3rpytggbjzexftu 28 5 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 28 6 present present VBP work_q6u36m2psnc3rpytggbjzexftu 28 7 both both CC work_q6u36m2psnc3rpytggbjzexftu 28 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 28 9 long long JJ work_q6u36m2psnc3rpytggbjzexftu 28 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 28 11 term term NN work_q6u36m2psnc3rpytggbjzexftu 28 12 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 28 13 for for IN work_q6u36m2psnc3rpytggbjzexftu 28 14 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 28 15 and and CC work_q6u36m2psnc3rpytggbjzexftu 28 16 a a DT work_q6u36m2psnc3rpytggbjzexftu 28 17 light light JJ work_q6u36m2psnc3rpytggbjzexftu 28 18 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 28 19 weight weight NN work_q6u36m2psnc3rpytggbjzexftu 28 20 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 28 21 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 28 22 of of IN work_q6u36m2psnc3rpytggbjzexftu 28 23 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 28 24 , , , work_q6u36m2psnc3rpytggbjzexftu 28 25 that that WDT work_q6u36m2psnc3rpytggbjzexftu 28 26 represents represent VBZ work_q6u36m2psnc3rpytggbjzexftu 28 27 a a DT work_q6u36m2psnc3rpytggbjzexftu 28 28 first first JJ work_q6u36m2psnc3rpytggbjzexftu 28 29 step step NN work_q6u36m2psnc3rpytggbjzexftu 28 30 in in IN work_q6u36m2psnc3rpytggbjzexftu 28 31 completing complete VBG work_q6u36m2psnc3rpytggbjzexftu 28 32 the the DT work_q6u36m2psnc3rpytggbjzexftu 28 33 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 28 34 , , , work_q6u36m2psnc3rpytggbjzexftu 28 35 and and CC work_q6u36m2psnc3rpytggbjzexftu 28 36 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 28 37 based base VBN work_q6u36m2psnc3rpytggbjzexftu 28 38 on on IN work_q6u36m2psnc3rpytggbjzexftu 28 39 an an DT work_q6u36m2psnc3rpytggbjzexftu 28 40 important important JJ work_q6u36m2psnc3rpytggbjzexftu 28 41 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 28 42 use use NN work_q6u36m2psnc3rpytggbjzexftu 28 43 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 28 44 case case NN work_q6u36m2psnc3rpytggbjzexftu 28 45 , , , work_q6u36m2psnc3rpytggbjzexftu 28 46 Deep Deep NNP work_q6u36m2psnc3rpytggbjzexftu 28 47 Neural Neural NNP work_q6u36m2psnc3rpytggbjzexftu 28 48 Networks Networks NNPS work_q6u36m2psnc3rpytggbjzexftu 28 49 . . . work_q6u36m2psnc3rpytggbjzexftu 29 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 29 2 Section section NN work_q6u36m2psnc3rpytggbjzexftu 29 3 ‘ ' `` work_q6u36m2psnc3rpytggbjzexftu 29 4 MLITB mlitb NN work_q6u36m2psnc3rpytggbjzexftu 29 5 : : : work_q6u36m2psnc3rpytggbjzexftu 29 6 Vision vision NN work_q6u36m2psnc3rpytggbjzexftu 29 7 ’ ' '' work_q6u36m2psnc3rpytggbjzexftu 29 8 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 29 9 describe describe VBP work_q6u36m2psnc3rpytggbjzexftu 29 10 in in IN work_q6u36m2psnc3rpytggbjzexftu 29 11 more more JJR work_q6u36m2psnc3rpytggbjzexftu 29 12 detail detail NN work_q6u36m2psnc3rpytggbjzexftu 29 13 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 29 14 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 29 15 for for IN work_q6u36m2psnc3rpytggbjzexftu 29 16 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 29 17 in in IN work_q6u36m2psnc3rpytggbjzexftu 29 18 terms term NNS work_q6u36m2psnc3rpytggbjzexftu 29 19 of of IN work_q6u36m2psnc3rpytggbjzexftu 29 20 three three CD work_q6u36m2psnc3rpytggbjzexftu 29 21 main main JJ work_q6u36m2psnc3rpytggbjzexftu 29 22 objectives objective NNS work_q6u36m2psnc3rpytggbjzexftu 29 23 : : : work_q6u36m2psnc3rpytggbjzexftu 29 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 29 25 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 29 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 29 27 make make VB work_q6u36m2psnc3rpytggbjzexftu 29 28 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 29 29 models model NNS work_q6u36m2psnc3rpytggbjzexftu 29 30 and and CC work_q6u36m2psnc3rpytggbjzexftu 29 31 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 29 32 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 29 33 , , , work_q6u36m2psnc3rpytggbjzexftu 29 34 for for IN work_q6u36m2psnc3rpytggbjzexftu 29 35 both both CC work_q6u36m2psnc3rpytggbjzexftu 29 36 the the DT work_q6u36m2psnc3rpytggbjzexftu 29 37 public public NN work_q6u36m2psnc3rpytggbjzexftu 29 38 and and CC work_q6u36m2psnc3rpytggbjzexftu 29 39 the the DT work_q6u36m2psnc3rpytggbjzexftu 29 40 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 29 41 community community NN work_q6u36m2psnc3rpytggbjzexftu 29 42 , , , work_q6u36m2psnc3rpytggbjzexftu 29 43 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 29 44 2 2 LS work_q6u36m2psnc3rpytggbjzexftu 29 45 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 29 46 create create VB work_q6u36m2psnc3rpytggbjzexftu 29 47 an an DT work_q6u36m2psnc3rpytggbjzexftu 29 48 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 29 49 for for IN work_q6u36m2psnc3rpytggbjzexftu 29 50 cheap cheap JJ work_q6u36m2psnc3rpytggbjzexftu 29 51 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 29 52 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 29 53 by by IN work_q6u36m2psnc3rpytggbjzexftu 29 54 harnessing harness VBG work_q6u36m2psnc3rpytggbjzexftu 29 55 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 29 56 infrastructure infrastructure NN work_q6u36m2psnc3rpytggbjzexftu 29 57 and and CC work_q6u36m2psnc3rpytggbjzexftu 29 58 personal personal JJ work_q6u36m2psnc3rpytggbjzexftu 29 59 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 29 60 as as IN work_q6u36m2psnc3rpytggbjzexftu 29 61 novel novel JJ work_q6u36m2psnc3rpytggbjzexftu 29 62 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 29 63 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 29 64 , , , work_q6u36m2psnc3rpytggbjzexftu 29 65 and and CC work_q6u36m2psnc3rpytggbjzexftu 29 66 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 29 67 3 3 LS work_q6u36m2psnc3rpytggbjzexftu 29 68 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 29 69 design design NN work_q6u36m2psnc3rpytggbjzexftu 29 70 research research NN work_q6u36m2psnc3rpytggbjzexftu 29 71 closures closure NNS work_q6u36m2psnc3rpytggbjzexftu 29 72 , , , work_q6u36m2psnc3rpytggbjzexftu 29 73 software software NN work_q6u36m2psnc3rpytggbjzexftu 29 74 objects object NNS work_q6u36m2psnc3rpytggbjzexftu 29 75 that that WDT work_q6u36m2psnc3rpytggbjzexftu 29 76 archive archive JJ work_q6u36m2psnc3rpytggbjzexftu 29 77 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 29 78 models model NNS work_q6u36m2psnc3rpytggbjzexftu 29 79 , , , work_q6u36m2psnc3rpytggbjzexftu 29 80 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 29 81 , , , work_q6u36m2psnc3rpytggbjzexftu 29 82 and and CC work_q6u36m2psnc3rpytggbjzexftu 29 83 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 29 84 to to TO work_q6u36m2psnc3rpytggbjzexftu 29 85 be be VB work_q6u36m2psnc3rpytggbjzexftu 29 86 shared share VBN work_q6u36m2psnc3rpytggbjzexftu 29 87 , , , work_q6u36m2psnc3rpytggbjzexftu 29 88 reused reuse VBN work_q6u36m2psnc3rpytggbjzexftu 29 89 , , , work_q6u36m2psnc3rpytggbjzexftu 29 90 and and CC work_q6u36m2psnc3rpytggbjzexftu 29 91 in in IN work_q6u36m2psnc3rpytggbjzexftu 29 92 general general JJ work_q6u36m2psnc3rpytggbjzexftu 29 93 , , , work_q6u36m2psnc3rpytggbjzexftu 29 94 support support NN work_q6u36m2psnc3rpytggbjzexftu 29 95 reproducible reproducible NN work_q6u36m2psnc3rpytggbjzexftu 29 96 research research NN work_q6u36m2psnc3rpytggbjzexftu 29 97 . . . work_q6u36m2psnc3rpytggbjzexftu 30 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 30 2 Section section NN work_q6u36m2psnc3rpytggbjzexftu 30 3 ‘ ' `` work_q6u36m2psnc3rpytggbjzexftu 30 4 MLITB mlitb NN work_q6u36m2psnc3rpytggbjzexftu 30 5 : : : work_q6u36m2psnc3rpytggbjzexftu 30 6 Prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 30 7 ’ ' '' work_q6u36m2psnc3rpytggbjzexftu 30 8 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 30 9 describe describe VBP work_q6u36m2psnc3rpytggbjzexftu 30 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 30 11 current current JJ work_q6u36m2psnc3rpytggbjzexftu 30 12 state state NN work_q6u36m2psnc3rpytggbjzexftu 30 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 30 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 30 15 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 30 16 software software NN work_q6u36m2psnc3rpytggbjzexftu 30 17 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 30 18 , , , work_q6u36m2psnc3rpytggbjzexftu 30 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 30 20 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 30 21 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 30 22 . . . work_q6u36m2psnc3rpytggbjzexftu 31 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 31 2 begin begin VBP work_q6u36m2psnc3rpytggbjzexftu 31 3 with with IN work_q6u36m2psnc3rpytggbjzexftu 31 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 31 5 description description NN work_q6u36m2psnc3rpytggbjzexftu 31 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 31 7 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 31 8 design design NN work_q6u36m2psnc3rpytggbjzexftu 31 9 choices choice NNS work_q6u36m2psnc3rpytggbjzexftu 31 10 , , , work_q6u36m2psnc3rpytggbjzexftu 31 11 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 31 12 et et NNP work_q6u36m2psnc3rpytggbjzexftu 31 13 al al NNP work_q6u36m2psnc3rpytggbjzexftu 31 14 . . . work_q6u36m2psnc3rpytggbjzexftu 32 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 32 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 32 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 32 4 , , , work_q6u36m2psnc3rpytggbjzexftu 32 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 32 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 32 7 . . . work_q6u36m2psnc3rpytggbjzexftu 33 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 33 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 33 3 , , , work_q6u36m2psnc3rpytggbjzexftu 33 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 33 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 33 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 33 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 33 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 33 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 33 10 2/24 2/24 CD work_q6u36m2psnc3rpytggbjzexftu 33 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 33 12 http://www.flaticon.com http://www.flaticon.com NN work_q6u36m2psnc3rpytggbjzexftu 33 13 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 14 http://www.flaticon.com http://www.flaticon.com VBZ work_q6u36m2psnc3rpytggbjzexftu 33 15 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 16 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 17 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 18 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 19 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 20 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 21 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 22 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 23 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 24 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 25 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 33 26 http://www.flaticon.com http://www.flaticon.com UH work_q6u36m2psnc3rpytggbjzexftu 33 27 http://www.flaticon.com http://www.flaticon.com UH work_q6u36m2psnc3rpytggbjzexftu 33 28 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NN work_q6u36m2psnc3rpytggbjzexftu 33 29 including include VBG work_q6u36m2psnc3rpytggbjzexftu 33 30 arguments argument NNS work_q6u36m2psnc3rpytggbjzexftu 33 31 for for IN work_q6u36m2psnc3rpytggbjzexftu 33 32 using use VBG work_q6u36m2psnc3rpytggbjzexftu 33 33 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 33 34 and and CC work_q6u36m2psnc3rpytggbjzexftu 33 35 the the DT work_q6u36m2psnc3rpytggbjzexftu 33 36 other other JJ work_q6u36m2psnc3rpytggbjzexftu 33 37 modern modern JJ work_q6u36m2psnc3rpytggbjzexftu 33 38 web web NN work_q6u36m2psnc3rpytggbjzexftu 33 39 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 33 40 and and CC work_q6u36m2psnc3rpytggbjzexftu 33 41 utilities utility NNS work_q6u36m2psnc3rpytggbjzexftu 33 42 . . . work_q6u36m2psnc3rpytggbjzexftu 34 1 Then then RB work_q6u36m2psnc3rpytggbjzexftu 34 2 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 34 3 describe describe VBP work_q6u36m2psnc3rpytggbjzexftu 34 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 34 5 bespoke bespoke NN work_q6u36m2psnc3rpytggbjzexftu 34 6 map map NN work_q6u36m2psnc3rpytggbjzexftu 34 7 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 34 8 reduce reduce VB work_q6u36m2psnc3rpytggbjzexftu 34 9 synchronized synchronize VBN work_q6u36m2psnc3rpytggbjzexftu 34 10 event event NN work_q6u36m2psnc3rpytggbjzexftu 34 11 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 34 12 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 34 13 , , , work_q6u36m2psnc3rpytggbjzexftu 34 14 specifically specifically RB work_q6u36m2psnc3rpytggbjzexftu 34 15 designed design VBN work_q6u36m2psnc3rpytggbjzexftu 34 16 for for IN work_q6u36m2psnc3rpytggbjzexftu 34 17 training train VBG work_q6u36m2psnc3rpytggbjzexftu 34 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 34 19 large large JJ work_q6u36m2psnc3rpytggbjzexftu 34 20 class class NN work_q6u36m2psnc3rpytggbjzexftu 34 21 of of IN work_q6u36m2psnc3rpytggbjzexftu 34 22 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 34 23 models model NNS work_q6u36m2psnc3rpytggbjzexftu 34 24 using use VBG work_q6u36m2psnc3rpytggbjzexftu 34 25 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 34 26 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 34 27 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 34 28 descent descent NN work_q6u36m2psnc3rpytggbjzexftu 34 29 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 34 30 SGD SGD NNP work_q6u36m2psnc3rpytggbjzexftu 34 31 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 34 32 . . . work_q6u36m2psnc3rpytggbjzexftu 35 1 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 35 2 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 35 3 focuses focus VBZ work_q6u36m2psnc3rpytggbjzexftu 35 4 on on IN work_q6u36m2psnc3rpytggbjzexftu 35 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 35 6 specific specific JJ work_q6u36m2psnc3rpytggbjzexftu 35 7 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 35 8 model model NN work_q6u36m2psnc3rpytggbjzexftu 35 9 , , , work_q6u36m2psnc3rpytggbjzexftu 35 10 Deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 35 11 Neural Neural NNP work_q6u36m2psnc3rpytggbjzexftu 35 12 Networks Networks NNPS work_q6u36m2psnc3rpytggbjzexftu 35 13 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 35 14 DNNs DNNs NNP work_q6u36m2psnc3rpytggbjzexftu 35 15 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 35 16 , , , work_q6u36m2psnc3rpytggbjzexftu 35 17 using use VBG work_q6u36m2psnc3rpytggbjzexftu 35 18 an an DT work_q6u36m2psnc3rpytggbjzexftu 35 19 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 35 20 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 35 21 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 35 22 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 35 23 Karpathy Karpathy NNP work_q6u36m2psnc3rpytggbjzexftu 35 24 , , , work_q6u36m2psnc3rpytggbjzexftu 35 25 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 35 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 35 27 , , , work_q6u36m2psnc3rpytggbjzexftu 35 28 modified modify VBN work_q6u36m2psnc3rpytggbjzexftu 35 29 only only RB work_q6u36m2psnc3rpytggbjzexftu 35 30 slightly slightly RB work_q6u36m2psnc3rpytggbjzexftu 35 31 for for IN work_q6u36m2psnc3rpytggbjzexftu 35 32 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 36 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 36 2 also also RB work_q6u36m2psnc3rpytggbjzexftu 36 3 report report VBP work_q6u36m2psnc3rpytggbjzexftu 36 4 results result NNS work_q6u36m2psnc3rpytggbjzexftu 36 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 36 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 36 7 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 36 8 experiment experiment NN work_q6u36m2psnc3rpytggbjzexftu 36 9 , , , work_q6u36m2psnc3rpytggbjzexftu 36 10 demonstrating demonstrate VBG work_q6u36m2psnc3rpytggbjzexftu 36 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 36 12 feasibility feasibility NN work_q6u36m2psnc3rpytggbjzexftu 36 13 , , , work_q6u36m2psnc3rpytggbjzexftu 36 14 but but CC work_q6u36m2psnc3rpytggbjzexftu 36 15 also also RB work_q6u36m2psnc3rpytggbjzexftu 36 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 36 17 engineering engineering NN work_q6u36m2psnc3rpytggbjzexftu 36 18 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 36 19 of of IN work_q6u36m2psnc3rpytggbjzexftu 36 20 using use VBG work_q6u36m2psnc3rpytggbjzexftu 36 21 browsers browser NNS work_q6u36m2psnc3rpytggbjzexftu 36 22 for for IN work_q6u36m2psnc3rpytggbjzexftu 36 23 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 36 24 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 36 25 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 36 26 . . . work_q6u36m2psnc3rpytggbjzexftu 37 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 37 2 then then RB work_q6u36m2psnc3rpytggbjzexftu 37 3 complete complete VBP work_q6u36m2psnc3rpytggbjzexftu 37 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 37 5 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 37 6 description description NN work_q6u36m2psnc3rpytggbjzexftu 37 7 with with IN work_q6u36m2psnc3rpytggbjzexftu 37 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 37 9 walk walk NN work_q6u36m2psnc3rpytggbjzexftu 37 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 37 11 through through NN work_q6u36m2psnc3rpytggbjzexftu 37 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 37 13 using use VBG work_q6u36m2psnc3rpytggbjzexftu 37 14 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 37 15 to to TO work_q6u36m2psnc3rpytggbjzexftu 37 16 specify specify VB work_q6u36m2psnc3rpytggbjzexftu 37 17 and and CC work_q6u36m2psnc3rpytggbjzexftu 37 18 train train VB work_q6u36m2psnc3rpytggbjzexftu 37 19 a a DT work_q6u36m2psnc3rpytggbjzexftu 37 20 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 37 21 network network NN work_q6u36m2psnc3rpytggbjzexftu 37 22 for for IN work_q6u36m2psnc3rpytggbjzexftu 37 23 image image NN work_q6u36m2psnc3rpytggbjzexftu 37 24 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 37 25 . . . work_q6u36m2psnc3rpytggbjzexftu 38 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 38 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 38 3 influenced influence VBN work_q6u36m2psnc3rpytggbjzexftu 38 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 38 5 inspired inspire VBN work_q6u36m2psnc3rpytggbjzexftu 38 6 by by IN work_q6u36m2psnc3rpytggbjzexftu 38 7 current current JJ work_q6u36m2psnc3rpytggbjzexftu 38 8 volunteer volunteer NN work_q6u36m2psnc3rpytggbjzexftu 38 9 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 38 10 projects project NNS work_q6u36m2psnc3rpytggbjzexftu 38 11 . . . work_q6u36m2psnc3rpytggbjzexftu 39 1 These these DT work_q6u36m2psnc3rpytggbjzexftu 39 2 and and CC work_q6u36m2psnc3rpytggbjzexftu 39 3 other other JJ work_q6u36m2psnc3rpytggbjzexftu 39 4 related related JJ work_q6u36m2psnc3rpytggbjzexftu 39 5 projects project NNS work_q6u36m2psnc3rpytggbjzexftu 39 6 , , , work_q6u36m2psnc3rpytggbjzexftu 39 7 including include VBG work_q6u36m2psnc3rpytggbjzexftu 39 8 those those DT work_q6u36m2psnc3rpytggbjzexftu 39 9 from from IN work_q6u36m2psnc3rpytggbjzexftu 39 10 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 39 11 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 39 12 , , , work_q6u36m2psnc3rpytggbjzexftu 39 13 are be VBP work_q6u36m2psnc3rpytggbjzexftu 39 14 presented present VBN work_q6u36m2psnc3rpytggbjzexftu 39 15 in in IN work_q6u36m2psnc3rpytggbjzexftu 39 16 Section Section NNP work_q6u36m2psnc3rpytggbjzexftu 39 17 ‘ ' `` work_q6u36m2psnc3rpytggbjzexftu 39 18 Related related JJ work_q6u36m2psnc3rpytggbjzexftu 39 19 Work Work NNP work_q6u36m2psnc3rpytggbjzexftu 39 20 . . . work_q6u36m2psnc3rpytggbjzexftu 39 21 ’ ' '' work_q6u36m2psnc3rpytggbjzexftu 39 22 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 39 23 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 39 24 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 39 25 exposed expose VBN work_q6u36m2psnc3rpytggbjzexftu 39 26 several several JJ work_q6u36m2psnc3rpytggbjzexftu 39 27 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 39 28 requiring require VBG work_q6u36m2psnc3rpytggbjzexftu 39 29 further further JJ work_q6u36m2psnc3rpytggbjzexftu 39 30 research research NN work_q6u36m2psnc3rpytggbjzexftu 39 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 39 32 engineering engineering NN work_q6u36m2psnc3rpytggbjzexftu 39 33 ; ; : work_q6u36m2psnc3rpytggbjzexftu 39 34 these these DT work_q6u36m2psnc3rpytggbjzexftu 39 35 are be VBP work_q6u36m2psnc3rpytggbjzexftu 39 36 presented present VBN work_q6u36m2psnc3rpytggbjzexftu 39 37 in in IN work_q6u36m2psnc3rpytggbjzexftu 39 38 Section section NN work_q6u36m2psnc3rpytggbjzexftu 39 39 ‘ ' `` work_q6u36m2psnc3rpytggbjzexftu 39 40 Opportunities Opportunities NNPS work_q6u36m2psnc3rpytggbjzexftu 39 41 and and CC work_q6u36m2psnc3rpytggbjzexftu 39 42 Challenges Challenges NNPS work_q6u36m2psnc3rpytggbjzexftu 39 43 , , , work_q6u36m2psnc3rpytggbjzexftu 39 44 ’ ' '' work_q6u36m2psnc3rpytggbjzexftu 39 45 along along IN work_q6u36m2psnc3rpytggbjzexftu 39 46 with with IN work_q6u36m2psnc3rpytggbjzexftu 39 47 discussion discussion NN work_q6u36m2psnc3rpytggbjzexftu 39 48 of of IN work_q6u36m2psnc3rpytggbjzexftu 39 49 interesting interesting JJ work_q6u36m2psnc3rpytggbjzexftu 39 50 application application NN work_q6u36m2psnc3rpytggbjzexftu 39 51 avenues avenue NNS work_q6u36m2psnc3rpytggbjzexftu 39 52 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 39 53 makes make VBZ work_q6u36m2psnc3rpytggbjzexftu 39 54 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 39 55 . . . work_q6u36m2psnc3rpytggbjzexftu 40 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 40 2 most most RBS work_q6u36m2psnc3rpytggbjzexftu 40 3 urgent urgent JJ work_q6u36m2psnc3rpytggbjzexftu 40 4 software software NN work_q6u36m2psnc3rpytggbjzexftu 40 5 development development NN work_q6u36m2psnc3rpytggbjzexftu 40 6 directions direction NNS work_q6u36m2psnc3rpytggbjzexftu 40 7 follow follow VBP work_q6u36m2psnc3rpytggbjzexftu 40 8 in in IN work_q6u36m2psnc3rpytggbjzexftu 40 9 Section Section NNP work_q6u36m2psnc3rpytggbjzexftu 40 10 ‘ ' `` work_q6u36m2psnc3rpytggbjzexftu 40 11 Future Future NNP work_q6u36m2psnc3rpytggbjzexftu 40 12 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 40 13 Development development NN work_q6u36m2psnc3rpytggbjzexftu 40 14 . . . work_q6u36m2psnc3rpytggbjzexftu 40 15 ’ ' '' work_q6u36m2psnc3rpytggbjzexftu 40 16 MLITB mlitb NN work_q6u36m2psnc3rpytggbjzexftu 40 17 : : : work_q6u36m2psnc3rpytggbjzexftu 40 18 VISION vision VB work_q6u36m2psnc3rpytggbjzexftu 40 19 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 40 20 long long JJ work_q6u36m2psnc3rpytggbjzexftu 40 21 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 40 22 term term NN work_q6u36m2psnc3rpytggbjzexftu 40 23 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 40 24 for for IN work_q6u36m2psnc3rpytggbjzexftu 40 25 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 40 26 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 40 27 guided guide VBN work_q6u36m2psnc3rpytggbjzexftu 40 28 by by IN work_q6u36m2psnc3rpytggbjzexftu 40 29 three three CD work_q6u36m2psnc3rpytggbjzexftu 40 30 overarching overarching JJ work_q6u36m2psnc3rpytggbjzexftu 40 31 objectives objective NNS work_q6u36m2psnc3rpytggbjzexftu 40 32 : : : work_q6u36m2psnc3rpytggbjzexftu 40 33 Ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 40 34 ML ml NN work_q6u36m2psnc3rpytggbjzexftu 40 35 : : : work_q6u36m2psnc3rpytggbjzexftu 40 36 models model NNS work_q6u36m2psnc3rpytggbjzexftu 40 37 can can MD work_q6u36m2psnc3rpytggbjzexftu 40 38 be be VB work_q6u36m2psnc3rpytggbjzexftu 40 39 training train VBG work_q6u36m2psnc3rpytggbjzexftu 40 40 and and CC work_q6u36m2psnc3rpytggbjzexftu 40 41 executed execute VBN work_q6u36m2psnc3rpytggbjzexftu 40 42 in in IN work_q6u36m2psnc3rpytggbjzexftu 40 43 any any DT work_q6u36m2psnc3rpytggbjzexftu 40 44 web web NN work_q6u36m2psnc3rpytggbjzexftu 40 45 browsing browsing NN work_q6u36m2psnc3rpytggbjzexftu 40 46 environment environment NN work_q6u36m2psnc3rpytggbjzexftu 40 47 without without IN work_q6u36m2psnc3rpytggbjzexftu 40 48 any any DT work_q6u36m2psnc3rpytggbjzexftu 40 49 further further JJ work_q6u36m2psnc3rpytggbjzexftu 40 50 software software NN work_q6u36m2psnc3rpytggbjzexftu 40 51 installation installation NN work_q6u36m2psnc3rpytggbjzexftu 40 52 . . . work_q6u36m2psnc3rpytggbjzexftu 41 1 Cheap cheap JJ work_q6u36m2psnc3rpytggbjzexftu 41 2 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 41 3 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 41 4 : : : work_q6u36m2psnc3rpytggbjzexftu 41 5 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 41 6 can can MD work_q6u36m2psnc3rpytggbjzexftu 41 7 be be VB work_q6u36m2psnc3rpytggbjzexftu 41 8 executed execute VBN work_q6u36m2psnc3rpytggbjzexftu 41 9 on on IN work_q6u36m2psnc3rpytggbjzexftu 41 10 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 41 11 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 41 12 , , , work_q6u36m2psnc3rpytggbjzexftu 41 13 cloud cloud NN work_q6u36m2psnc3rpytggbjzexftu 41 14 , , , work_q6u36m2psnc3rpytggbjzexftu 41 15 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 41 16 . . FW work_q6u36m2psnc3rpytggbjzexftu 41 17 , , , work_q6u36m2psnc3rpytggbjzexftu 41 18 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 41 19 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 41 20 with with IN work_q6u36m2psnc3rpytggbjzexftu 41 21 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 41 22 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 41 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 41 24 possibly possibly RB work_q6u36m2psnc3rpytggbjzexftu 41 25 no no UH work_q6u36m2psnc3rpytggbjzexftu 41 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 41 27 software software NN work_q6u36m2psnc3rpytggbjzexftu 41 28 installation installation NN work_q6u36m2psnc3rpytggbjzexftu 41 29 , , , work_q6u36m2psnc3rpytggbjzexftu 41 30 and and CC work_q6u36m2psnc3rpytggbjzexftu 41 31 can can MD work_q6u36m2psnc3rpytggbjzexftu 41 32 be be VB work_q6u36m2psnc3rpytggbjzexftu 41 33 easily easily RB work_q6u36m2psnc3rpytggbjzexftu 41 34 managed manage VBN work_q6u36m2psnc3rpytggbjzexftu 41 35 remotely remotely RB work_q6u36m2psnc3rpytggbjzexftu 41 36 via via IN work_q6u36m2psnc3rpytggbjzexftu 41 37 the the DT work_q6u36m2psnc3rpytggbjzexftu 41 38 web web NN work_q6u36m2psnc3rpytggbjzexftu 41 39 ; ; : work_q6u36m2psnc3rpytggbjzexftu 41 40 additionally additionally RB work_q6u36m2psnc3rpytggbjzexftu 41 41 , , , work_q6u36m2psnc3rpytggbjzexftu 41 42 small small JJ work_q6u36m2psnc3rpytggbjzexftu 41 43 internet internet NN work_q6u36m2psnc3rpytggbjzexftu 41 44 enabled enable VBN work_q6u36m2psnc3rpytggbjzexftu 41 45 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 41 46 can can MD work_q6u36m2psnc3rpytggbjzexftu 41 47 contribute contribute VB work_q6u36m2psnc3rpytggbjzexftu 41 48 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 41 49 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 41 50 . . . work_q6u36m2psnc3rpytggbjzexftu 42 1 Reproducibility reproducibility NN work_q6u36m2psnc3rpytggbjzexftu 42 2 : : : work_q6u36m2psnc3rpytggbjzexftu 42 3 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 42 4 should should MD work_q6u36m2psnc3rpytggbjzexftu 42 5 foster foster VB work_q6u36m2psnc3rpytggbjzexftu 42 6 reproducible reproducible NN work_q6u36m2psnc3rpytggbjzexftu 42 7 science science NN work_q6u36m2psnc3rpytggbjzexftu 42 8 with with IN work_q6u36m2psnc3rpytggbjzexftu 42 9 research research NN work_q6u36m2psnc3rpytggbjzexftu 42 10 closures closure NNS work_q6u36m2psnc3rpytggbjzexftu 42 11 , , , work_q6u36m2psnc3rpytggbjzexftu 42 12 univer- univer- VBG work_q6u36m2psnc3rpytggbjzexftu 42 13 sally sally RB work_q6u36m2psnc3rpytggbjzexftu 42 14 readable readable JJ work_q6u36m2psnc3rpytggbjzexftu 42 15 objects object NNS work_q6u36m2psnc3rpytggbjzexftu 42 16 containing contain VBG work_q6u36m2psnc3rpytggbjzexftu 42 17 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 42 18 model model NN work_q6u36m2psnc3rpytggbjzexftu 42 19 specifications specification NNS work_q6u36m2psnc3rpytggbjzexftu 42 20 , , , work_q6u36m2psnc3rpytggbjzexftu 42 21 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 42 22 , , , work_q6u36m2psnc3rpytggbjzexftu 42 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 42 24 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 42 25 , , , work_q6u36m2psnc3rpytggbjzexftu 42 26 that that WDT work_q6u36m2psnc3rpytggbjzexftu 42 27 can can MD work_q6u36m2psnc3rpytggbjzexftu 42 28 be be VB work_q6u36m2psnc3rpytggbjzexftu 42 29 used use VBN work_q6u36m2psnc3rpytggbjzexftu 42 30 seamlessly seamlessly RB work_q6u36m2psnc3rpytggbjzexftu 42 31 to to TO work_q6u36m2psnc3rpytggbjzexftu 42 32 achieve achieve VB work_q6u36m2psnc3rpytggbjzexftu 42 33 the the DT work_q6u36m2psnc3rpytggbjzexftu 42 34 first first JJ work_q6u36m2psnc3rpytggbjzexftu 42 35 two two CD work_q6u36m2psnc3rpytggbjzexftu 42 36 objectives objective NNS work_q6u36m2psnc3rpytggbjzexftu 42 37 , , , work_q6u36m2psnc3rpytggbjzexftu 42 38 as as RB work_q6u36m2psnc3rpytggbjzexftu 42 39 well well RB work_q6u36m2psnc3rpytggbjzexftu 42 40 as as IN work_q6u36m2psnc3rpytggbjzexftu 42 41 support support NN work_q6u36m2psnc3rpytggbjzexftu 42 42 sharing sharing NN work_q6u36m2psnc3rpytggbjzexftu 42 43 of of IN work_q6u36m2psnc3rpytggbjzexftu 42 44 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 42 45 models model NNS work_q6u36m2psnc3rpytggbjzexftu 42 46 and and CC work_q6u36m2psnc3rpytggbjzexftu 42 47 collaboration collaboration NN work_q6u36m2psnc3rpytggbjzexftu 42 48 within within IN work_q6u36m2psnc3rpytggbjzexftu 42 49 the the DT work_q6u36m2psnc3rpytggbjzexftu 42 50 research research NN work_q6u36m2psnc3rpytggbjzexftu 42 51 community community NN work_q6u36m2psnc3rpytggbjzexftu 42 52 and and CC work_q6u36m2psnc3rpytggbjzexftu 42 53 the the DT work_q6u36m2psnc3rpytggbjzexftu 42 54 public public NN work_q6u36m2psnc3rpytggbjzexftu 42 55 at at IN work_q6u36m2psnc3rpytggbjzexftu 42 56 large large JJ work_q6u36m2psnc3rpytggbjzexftu 42 57 . . . work_q6u36m2psnc3rpytggbjzexftu 43 1 Ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 43 2 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 43 3 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 43 4 The the DT work_q6u36m2psnc3rpytggbjzexftu 43 5 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 43 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 43 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 43 8 most most RBS work_q6u36m2psnc3rpytggbjzexftu 43 9 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 43 10 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 43 11 device device NN work_q6u36m2psnc3rpytggbjzexftu 43 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 43 13 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 43 14 time time NN work_q6u36m2psnc3rpytggbjzexftu 43 15 , , , work_q6u36m2psnc3rpytggbjzexftu 43 16 running running NN work_q6u36m2psnc3rpytggbjzexftu 43 17 , , , work_q6u36m2psnc3rpytggbjzexftu 43 18 in in IN work_q6u36m2psnc3rpytggbjzexftu 43 19 some some DT work_q6u36m2psnc3rpytggbjzexftu 43 20 shape shape NN work_q6u36m2psnc3rpytggbjzexftu 43 21 or or CC work_q6u36m2psnc3rpytggbjzexftu 43 22 form form NN work_q6u36m2psnc3rpytggbjzexftu 43 23 on on IN work_q6u36m2psnc3rpytggbjzexftu 43 24 all all DT work_q6u36m2psnc3rpytggbjzexftu 43 25 desktops desktop NNS work_q6u36m2psnc3rpytggbjzexftu 43 26 , , , work_q6u36m2psnc3rpytggbjzexftu 43 27 laptops laptop NNS work_q6u36m2psnc3rpytggbjzexftu 43 28 , , , work_q6u36m2psnc3rpytggbjzexftu 43 29 and and CC work_q6u36m2psnc3rpytggbjzexftu 43 30 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 43 31 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 43 32 . . . work_q6u36m2psnc3rpytggbjzexftu 44 1 Software software NN work_q6u36m2psnc3rpytggbjzexftu 44 2 for for IN work_q6u36m2psnc3rpytggbjzexftu 44 3 state state NN work_q6u36m2psnc3rpytggbjzexftu 44 4 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 44 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 44 6 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 44 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 44 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 44 9 art art NN work_q6u36m2psnc3rpytggbjzexftu 44 10 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 44 11 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 44 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 44 13 models model NNS work_q6u36m2psnc3rpytggbjzexftu 44 14 , , , work_q6u36m2psnc3rpytggbjzexftu 44 15 on on IN work_q6u36m2psnc3rpytggbjzexftu 44 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 44 17 other other JJ work_q6u36m2psnc3rpytggbjzexftu 44 18 hand hand NN work_q6u36m2psnc3rpytggbjzexftu 44 19 , , , work_q6u36m2psnc3rpytggbjzexftu 44 20 are be VBP work_q6u36m2psnc3rpytggbjzexftu 44 21 very very RB work_q6u36m2psnc3rpytggbjzexftu 44 22 sophisticated sophisticated JJ work_q6u36m2psnc3rpytggbjzexftu 44 23 software software NN work_q6u36m2psnc3rpytggbjzexftu 44 24 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 44 25 written write VBN work_q6u36m2psnc3rpytggbjzexftu 44 26 in in IN work_q6u36m2psnc3rpytggbjzexftu 44 27 highly highly RB work_q6u36m2psnc3rpytggbjzexftu 44 28 specific specific JJ work_q6u36m2psnc3rpytggbjzexftu 44 29 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 44 30 languages language NNS work_q6u36m2psnc3rpytggbjzexftu 44 31 within within IN work_q6u36m2psnc3rpytggbjzexftu 44 32 the the DT work_q6u36m2psnc3rpytggbjzexftu 44 33 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 44 34 research research NN work_q6u36m2psnc3rpytggbjzexftu 44 35 community community NN work_q6u36m2psnc3rpytggbjzexftu 44 36 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 44 37 Bastien Bastien NNP work_q6u36m2psnc3rpytggbjzexftu 44 38 et et FW work_q6u36m2psnc3rpytggbjzexftu 44 39 al al NNP work_q6u36m2psnc3rpytggbjzexftu 44 40 . . NNP work_q6u36m2psnc3rpytggbjzexftu 44 41 , , , work_q6u36m2psnc3rpytggbjzexftu 44 42 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 44 43 ; ; : work_q6u36m2psnc3rpytggbjzexftu 44 44 Jia Jia NNP work_q6u36m2psnc3rpytggbjzexftu 44 45 et et NNP work_q6u36m2psnc3rpytggbjzexftu 44 46 al al NNP work_q6u36m2psnc3rpytggbjzexftu 44 47 . . NNP work_q6u36m2psnc3rpytggbjzexftu 44 48 , , , work_q6u36m2psnc3rpytggbjzexftu 44 49 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 44 50 ; ; : work_q6u36m2psnc3rpytggbjzexftu 44 51 Collobert Collobert NNP work_q6u36m2psnc3rpytggbjzexftu 44 52 , , , work_q6u36m2psnc3rpytggbjzexftu 44 53 Kavukcuoglu Kavukcuoglu NNP work_q6u36m2psnc3rpytggbjzexftu 44 54 & & CC work_q6u36m2psnc3rpytggbjzexftu 44 55 Farabet Farabet NNP work_q6u36m2psnc3rpytggbjzexftu 44 56 , , , work_q6u36m2psnc3rpytggbjzexftu 44 57 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 44 58 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 44 59 . . . work_q6u36m2psnc3rpytggbjzexftu 45 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 45 2 research research NN work_q6u36m2psnc3rpytggbjzexftu 45 3 tools tool NNS work_q6u36m2psnc3rpytggbjzexftu 45 4 , , , work_q6u36m2psnc3rpytggbjzexftu 45 5 these these DT work_q6u36m2psnc3rpytggbjzexftu 45 6 software software NN work_q6u36m2psnc3rpytggbjzexftu 45 7 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 45 8 have have VBP work_q6u36m2psnc3rpytggbjzexftu 45 9 been be VBN work_q6u36m2psnc3rpytggbjzexftu 45 10 invaluable invaluable JJ work_q6u36m2psnc3rpytggbjzexftu 45 11 . . . work_q6u36m2psnc3rpytggbjzexftu 46 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 46 2 argue argue VBP work_q6u36m2psnc3rpytggbjzexftu 46 3 , , , work_q6u36m2psnc3rpytggbjzexftu 46 4 however however RB work_q6u36m2psnc3rpytggbjzexftu 46 5 , , , work_q6u36m2psnc3rpytggbjzexftu 46 6 that that DT work_q6u36m2psnc3rpytggbjzexftu 46 7 to to TO work_q6u36m2psnc3rpytggbjzexftu 46 8 make make VB work_q6u36m2psnc3rpytggbjzexftu 46 9 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 46 10 truly truly RB work_q6u36m2psnc3rpytggbjzexftu 46 11 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 46 12 requires require VBZ work_q6u36m2psnc3rpytggbjzexftu 46 13 writing write VBG work_q6u36m2psnc3rpytggbjzexftu 46 14 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 46 15 models model NNS work_q6u36m2psnc3rpytggbjzexftu 46 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 46 17 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 46 18 with with IN work_q6u36m2psnc3rpytggbjzexftu 46 19 web web NN work_q6u36m2psnc3rpytggbjzexftu 46 20 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 46 21 languages language NNS work_q6u36m2psnc3rpytggbjzexftu 46 22 and and CC work_q6u36m2psnc3rpytggbjzexftu 46 23 using use VBG work_q6u36m2psnc3rpytggbjzexftu 46 24 the the DT work_q6u36m2psnc3rpytggbjzexftu 46 25 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 46 26 as as IN work_q6u36m2psnc3rpytggbjzexftu 46 27 the the DT work_q6u36m2psnc3rpytggbjzexftu 46 28 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 46 29 engine engine NN work_q6u36m2psnc3rpytggbjzexftu 46 30 . . . work_q6u36m2psnc3rpytggbjzexftu 47 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 47 2 software software NN work_q6u36m2psnc3rpytggbjzexftu 47 3 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 47 4 propose propose VBP work_q6u36m2psnc3rpytggbjzexftu 47 5 can can MD work_q6u36m2psnc3rpytggbjzexftu 47 6 run run VB work_q6u36m2psnc3rpytggbjzexftu 47 7 sophisticated sophisticated JJ work_q6u36m2psnc3rpytggbjzexftu 47 8 predictive predictive JJ work_q6u36m2psnc3rpytggbjzexftu 47 9 models model NNS work_q6u36m2psnc3rpytggbjzexftu 47 10 on on IN work_q6u36m2psnc3rpytggbjzexftu 47 11 cell cell NN work_q6u36m2psnc3rpytggbjzexftu 47 12 phones phone NNS work_q6u36m2psnc3rpytggbjzexftu 47 13 or or CC work_q6u36m2psnc3rpytggbjzexftu 47 14 super super NNS work_q6u36m2psnc3rpytggbjzexftu 47 15 - - NNS work_q6u36m2psnc3rpytggbjzexftu 47 16 computers computer NNS work_q6u36m2psnc3rpytggbjzexftu 47 17 ; ; : work_q6u36m2psnc3rpytggbjzexftu 47 18 for for IN work_q6u36m2psnc3rpytggbjzexftu 47 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 47 20 former former JJ work_q6u36m2psnc3rpytggbjzexftu 47 21 , , , work_q6u36m2psnc3rpytggbjzexftu 47 22 this this DT work_q6u36m2psnc3rpytggbjzexftu 47 23 extends extend VBZ work_q6u36m2psnc3rpytggbjzexftu 47 24 the the DT work_q6u36m2psnc3rpytggbjzexftu 47 25 distributed distributed JJ work_q6u36m2psnc3rpytggbjzexftu 47 26 nature nature NN work_q6u36m2psnc3rpytggbjzexftu 47 27 of of IN work_q6u36m2psnc3rpytggbjzexftu 47 28 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 47 29 to to IN work_q6u36m2psnc3rpytggbjzexftu 47 30 a a DT work_q6u36m2psnc3rpytggbjzexftu 47 31 global global JJ work_q6u36m2psnc3rpytggbjzexftu 47 32 internet internet NN work_q6u36m2psnc3rpytggbjzexftu 47 33 . . . work_q6u36m2psnc3rpytggbjzexftu 48 1 By by IN work_q6u36m2psnc3rpytggbjzexftu 48 2 further further RB work_q6u36m2psnc3rpytggbjzexftu 48 3 encapsulating encapsulate VBG work_q6u36m2psnc3rpytggbjzexftu 48 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 48 5 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 48 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 48 7 model model NN work_q6u36m2psnc3rpytggbjzexftu 48 8 together together RB work_q6u36m2psnc3rpytggbjzexftu 48 9 , , , work_q6u36m2psnc3rpytggbjzexftu 48 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 48 11 benefit benefit NN work_q6u36m2psnc3rpytggbjzexftu 48 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 48 13 powerful powerful JJ work_q6u36m2psnc3rpytggbjzexftu 48 14 predictive predictive JJ work_q6u36m2psnc3rpytggbjzexftu 48 15 modeling modeling NN work_q6u36m2psnc3rpytggbjzexftu 48 16 becomes become VBZ work_q6u36m2psnc3rpytggbjzexftu 48 17 a a DT work_q6u36m2psnc3rpytggbjzexftu 48 18 public public JJ work_q6u36m2psnc3rpytggbjzexftu 48 19 commodity commodity NN work_q6u36m2psnc3rpytggbjzexftu 48 20 . . . work_q6u36m2psnc3rpytggbjzexftu 49 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 49 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 49 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 49 4 . . . work_q6u36m2psnc3rpytggbjzexftu 50 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 50 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 50 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 50 4 , , , work_q6u36m2psnc3rpytggbjzexftu 50 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 50 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 50 7 . . . work_q6u36m2psnc3rpytggbjzexftu 51 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 51 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 51 3 , , , work_q6u36m2psnc3rpytggbjzexftu 51 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 51 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 51 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 51 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 51 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 51 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 51 10 3/24 3/24 CD work_q6u36m2psnc3rpytggbjzexftu 51 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NN work_q6u36m2psnc3rpytggbjzexftu 51 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 51 13 Cheap Cheap NNP work_q6u36m2psnc3rpytggbjzexftu 51 14 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 51 15 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 51 16 The the DT work_q6u36m2psnc3rpytggbjzexftu 51 17 usage usage NN work_q6u36m2psnc3rpytggbjzexftu 51 18 of of IN work_q6u36m2psnc3rpytggbjzexftu 51 19 web web NN work_q6u36m2psnc3rpytggbjzexftu 51 20 browsers browser NNS work_q6u36m2psnc3rpytggbjzexftu 51 21 as as IN work_q6u36m2psnc3rpytggbjzexftu 51 22 compute compute NN work_q6u36m2psnc3rpytggbjzexftu 51 23 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 51 24 provides provide VBZ work_q6u36m2psnc3rpytggbjzexftu 51 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 51 26 capability capability NN work_q6u36m2psnc3rpytggbjzexftu 51 27 of of IN work_q6u36m2psnc3rpytggbjzexftu 51 28 running run VBG work_q6u36m2psnc3rpytggbjzexftu 51 29 sophisti- sophisti- NN work_q6u36m2psnc3rpytggbjzexftu 51 30 cated cat VBD work_q6u36m2psnc3rpytggbjzexftu 51 31 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 51 32 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 51 33 without without IN work_q6u36m2psnc3rpytggbjzexftu 51 34 the the DT work_q6u36m2psnc3rpytggbjzexftu 51 35 expense expense NN work_q6u36m2psnc3rpytggbjzexftu 51 36 and and CC work_q6u36m2psnc3rpytggbjzexftu 51 37 technical technical JJ work_q6u36m2psnc3rpytggbjzexftu 51 38 difficulty difficulty NN work_q6u36m2psnc3rpytggbjzexftu 51 39 of of IN work_q6u36m2psnc3rpytggbjzexftu 51 40 using use VBG work_q6u36m2psnc3rpytggbjzexftu 51 41 custom custom NN work_q6u36m2psnc3rpytggbjzexftu 51 42 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 51 43 or or CC work_q6u36m2psnc3rpytggbjzexftu 51 44 super super JJ work_q6u36m2psnc3rpytggbjzexftu 51 45 - - JJ work_q6u36m2psnc3rpytggbjzexftu 51 46 computing computing JJ work_q6u36m2psnc3rpytggbjzexftu 51 47 facilities facility NNS work_q6u36m2psnc3rpytggbjzexftu 51 48 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 51 49 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 51 50 , , , work_q6u36m2psnc3rpytggbjzexftu 51 51 Hadoop Hadoop NNP work_q6u36m2psnc3rpytggbjzexftu 51 52 cloud cloud NN work_q6u36m2psnc3rpytggbjzexftu 51 53 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 51 54 Shvachko Shvachko NNP work_q6u36m2psnc3rpytggbjzexftu 51 55 et et FW work_q6u36m2psnc3rpytggbjzexftu 51 56 al al NNP work_q6u36m2psnc3rpytggbjzexftu 51 57 . . . work_q6u36m2psnc3rpytggbjzexftu 52 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 52 2 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 52 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 52 4 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 52 5 . . . work_q6u36m2psnc3rpytggbjzexftu 53 1 It -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 53 2 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 53 3 long long RB work_q6u36m2psnc3rpytggbjzexftu 53 4 been be VBN work_q6u36m2psnc3rpytggbjzexftu 53 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 53 6 dream dream NN work_q6u36m2psnc3rpytggbjzexftu 53 7 to to TO work_q6u36m2psnc3rpytggbjzexftu 53 8 use use VB work_q6u36m2psnc3rpytggbjzexftu 53 9 volunteer volunteer NN work_q6u36m2psnc3rpytggbjzexftu 53 10 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 53 11 to to TO work_q6u36m2psnc3rpytggbjzexftu 53 12 achieve achieve VB work_q6u36m2psnc3rpytggbjzexftu 53 13 real real JJ work_q6u36m2psnc3rpytggbjzexftu 53 14 massive massive JJ work_q6u36m2psnc3rpytggbjzexftu 53 15 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 53 16 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 53 17 . . . work_q6u36m2psnc3rpytggbjzexftu 54 1 Successes success NNS work_q6u36m2psnc3rpytggbjzexftu 54 2 include include VBP work_q6u36m2psnc3rpytggbjzexftu 54 3 Seti@Home seti@home JJ work_q6u36m2psnc3rpytggbjzexftu 54 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 54 5 Anderson Anderson NNP work_q6u36m2psnc3rpytggbjzexftu 54 6 et et FW work_q6u36m2psnc3rpytggbjzexftu 54 7 al al NNP work_q6u36m2psnc3rpytggbjzexftu 54 8 . . NNP work_q6u36m2psnc3rpytggbjzexftu 54 9 , , , work_q6u36m2psnc3rpytggbjzexftu 54 10 2002 2002 CD work_q6u36m2psnc3rpytggbjzexftu 54 11 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 54 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 54 13 protein protein NN work_q6u36m2psnc3rpytggbjzexftu 54 14 folding folding NN work_q6u36m2psnc3rpytggbjzexftu 54 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 54 16 Lane Lane NNP work_q6u36m2psnc3rpytggbjzexftu 54 17 et et NNP work_q6u36m2psnc3rpytggbjzexftu 54 18 al al NNP work_q6u36m2psnc3rpytggbjzexftu 54 19 . . NNP work_q6u36m2psnc3rpytggbjzexftu 54 20 , , , work_q6u36m2psnc3rpytggbjzexftu 54 21 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 54 22 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 54 23 . . . work_q6u36m2psnc3rpytggbjzexftu 55 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 55 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 55 3 being be VBG work_q6u36m2psnc3rpytggbjzexftu 55 4 developed develop VBN work_q6u36m2psnc3rpytggbjzexftu 55 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 55 6 not not RB work_q6u36m2psnc3rpytggbjzexftu 55 7 only only RB work_q6u36m2psnc3rpytggbjzexftu 55 8 run run VB work_q6u36m2psnc3rpytggbjzexftu 55 9 natively natively RB work_q6u36m2psnc3rpytggbjzexftu 55 10 on on IN work_q6u36m2psnc3rpytggbjzexftu 55 11 browsers browser NNS work_q6u36m2psnc3rpytggbjzexftu 55 12 but but CC work_q6u36m2psnc3rpytggbjzexftu 55 13 also also RB work_q6u36m2psnc3rpytggbjzexftu 55 14 for for IN work_q6u36m2psnc3rpytggbjzexftu 55 15 scaled scaled JJ work_q6u36m2psnc3rpytggbjzexftu 55 16 distributed distributed JJ work_q6u36m2psnc3rpytggbjzexftu 55 17 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 55 18 on on IN work_q6u36m2psnc3rpytggbjzexftu 55 19 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 55 20 cluster cluster NN work_q6u36m2psnc3rpytggbjzexftu 55 21 and/or and/or CC work_q6u36m2psnc3rpytggbjzexftu 55 22 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 55 23 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 55 24 and and CC work_q6u36m2psnc3rpytggbjzexftu 55 25 , , , work_q6u36m2psnc3rpytggbjzexftu 55 26 by by IN work_q6u36m2psnc3rpytggbjzexftu 55 27 harnessing harness VBG work_q6u36m2psnc3rpytggbjzexftu 55 28 the the DT work_q6u36m2psnc3rpytggbjzexftu 55 29 capacity capacity NN work_q6u36m2psnc3rpytggbjzexftu 55 30 of of IN work_q6u36m2psnc3rpytggbjzexftu 55 31 non non JJ work_q6u36m2psnc3rpytggbjzexftu 55 32 - - JJ work_q6u36m2psnc3rpytggbjzexftu 55 33 traditional traditional JJ work_q6u36m2psnc3rpytggbjzexftu 55 34 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 55 35 , , , work_q6u36m2psnc3rpytggbjzexftu 55 36 for for IN work_q6u36m2psnc3rpytggbjzexftu 55 37 extremely extremely RB work_q6u36m2psnc3rpytggbjzexftu 55 38 massive massive JJ work_q6u36m2psnc3rpytggbjzexftu 55 39 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 55 40 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 55 41 with with IN work_q6u36m2psnc3rpytggbjzexftu 55 42 a a DT work_q6u36m2psnc3rpytggbjzexftu 55 43 global global JJ work_q6u36m2psnc3rpytggbjzexftu 55 44 volunteer volunteer NN work_q6u36m2psnc3rpytggbjzexftu 55 45 base base NN work_q6u36m2psnc3rpytggbjzexftu 55 46 . . . work_q6u36m2psnc3rpytggbjzexftu 56 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 56 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 56 3 former former JJ work_q6u36m2psnc3rpytggbjzexftu 56 4 set set NN work_q6u36m2psnc3rpytggbjzexftu 56 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 56 6 up up RP work_q6u36m2psnc3rpytggbjzexftu 56 7 , , , work_q6u36m2psnc3rpytggbjzexftu 56 8 low low JJ work_q6u36m2psnc3rpytggbjzexftu 56 9 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 56 10 overhead overhead RB work_q6u36m2psnc3rpytggbjzexftu 56 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 56 12 homogeneous homogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 56 13 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 56 14 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 56 15 a a DT work_q6u36m2psnc3rpytggbjzexftu 56 16 “ " `` work_q6u36m2psnc3rpytggbjzexftu 56 17 typical typical JJ work_q6u36m2psnc3rpytggbjzexftu 56 18 ” " '' work_q6u36m2psnc3rpytggbjzexftu 56 19 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 56 20 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 56 21 solution solution NN work_q6u36m2psnc3rpytggbjzexftu 56 22 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 56 23 can can MD work_q6u36m2psnc3rpytggbjzexftu 56 24 be be VB work_q6u36m2psnc3rpytggbjzexftu 56 25 exploited exploit VBN work_q6u36m2psnc3rpytggbjzexftu 56 26 . . . work_q6u36m2psnc3rpytggbjzexftu 57 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 57 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 57 3 latter latter JJ work_q6u36m2psnc3rpytggbjzexftu 57 4 , , , work_q6u36m2psnc3rpytggbjzexftu 57 5 volunteer volunteer NN work_q6u36m2psnc3rpytggbjzexftu 57 6 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 57 7 via via IN work_q6u36m2psnc3rpytggbjzexftu 57 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 57 9 internet internet NN work_q6u36m2psnc3rpytggbjzexftu 57 10 opens open VBZ work_q6u36m2psnc3rpytggbjzexftu 57 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 57 12 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 57 13 possibilities possibility NNS work_q6u36m2psnc3rpytggbjzexftu 57 14 tremendously tremendously RB work_q6u36m2psnc3rpytggbjzexftu 57 15 , , , work_q6u36m2psnc3rpytggbjzexftu 57 16 albeit albeit IN work_q6u36m2psnc3rpytggbjzexftu 57 17 at at IN work_q6u36m2psnc3rpytggbjzexftu 57 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 57 19 cost cost NN work_q6u36m2psnc3rpytggbjzexftu 57 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 57 21 unreliable unreliable JJ work_q6u36m2psnc3rpytggbjzexftu 57 22 compute compute NN work_q6u36m2psnc3rpytggbjzexftu 57 23 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 57 24 , , , work_q6u36m2psnc3rpytggbjzexftu 57 25 variable variable JJ work_q6u36m2psnc3rpytggbjzexftu 57 26 power power NN work_q6u36m2psnc3rpytggbjzexftu 57 27 , , , work_q6u36m2psnc3rpytggbjzexftu 57 28 limited limited JJ work_q6u36m2psnc3rpytggbjzexftu 57 29 memory memory NN work_q6u36m2psnc3rpytggbjzexftu 57 30 , , , work_q6u36m2psnc3rpytggbjzexftu 57 31 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 57 32 . . . work_q6u36m2psnc3rpytggbjzexftu 58 1 Both both DT work_q6u36m2psnc3rpytggbjzexftu 58 2 have have VBP work_q6u36m2psnc3rpytggbjzexftu 58 3 serious serious JJ work_q6u36m2psnc3rpytggbjzexftu 58 4 implica- implica- JJ work_q6u36m2psnc3rpytggbjzexftu 58 5 tions tion NNS work_q6u36m2psnc3rpytggbjzexftu 58 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 58 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 58 8 user user NN work_q6u36m2psnc3rpytggbjzexftu 58 9 , , , work_q6u36m2psnc3rpytggbjzexftu 58 10 but but CC work_q6u36m2psnc3rpytggbjzexftu 58 11 , , , work_q6u36m2psnc3rpytggbjzexftu 58 12 most most RBS work_q6u36m2psnc3rpytggbjzexftu 58 13 importantly importantly RB work_q6u36m2psnc3rpytggbjzexftu 58 14 , , , work_q6u36m2psnc3rpytggbjzexftu 58 15 both both DT work_q6u36m2psnc3rpytggbjzexftu 58 16 are be VBP work_q6u36m2psnc3rpytggbjzexftu 58 17 implemented implement VBN work_q6u36m2psnc3rpytggbjzexftu 58 18 by by IN work_q6u36m2psnc3rpytggbjzexftu 58 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 58 20 same same JJ work_q6u36m2psnc3rpytggbjzexftu 58 21 software software NN work_q6u36m2psnc3rpytggbjzexftu 58 22 . . . work_q6u36m2psnc3rpytggbjzexftu 59 1 Although although IN work_q6u36m2psnc3rpytggbjzexftu 59 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 59 3 current current JJ work_q6u36m2psnc3rpytggbjzexftu 59 4 version version NN work_q6u36m2psnc3rpytggbjzexftu 59 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 59 6 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 59 7 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 59 8 not not RB work_q6u36m2psnc3rpytggbjzexftu 59 9 provide provide VB work_q6u36m2psnc3rpytggbjzexftu 59 10 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 59 11 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 59 12 , , , work_q6u36m2psnc3rpytggbjzexftu 59 13 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 59 14 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 59 15 not not RB work_q6u36m2psnc3rpytggbjzexftu 59 16 preclude preclude VB work_q6u36m2psnc3rpytggbjzexftu 59 17 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 59 18 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 59 19 in in IN work_q6u36m2psnc3rpytggbjzexftu 59 20 future future JJ work_q6u36m2psnc3rpytggbjzexftu 59 21 versions version NNS work_q6u36m2psnc3rpytggbjzexftu 59 22 . . . work_q6u36m2psnc3rpytggbjzexftu 60 1 It -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 60 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 60 3 therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 60 4 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 60 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 60 6 seamlessly seamlessly RB work_q6u36m2psnc3rpytggbjzexftu 60 7 provide provide VB work_q6u36m2psnc3rpytggbjzexftu 60 8 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 60 9 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 60 10 when when WRB work_q6u36m2psnc3rpytggbjzexftu 60 11 available available JJ work_q6u36m2psnc3rpytggbjzexftu 60 12 on on IN work_q6u36m2psnc3rpytggbjzexftu 60 13 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 60 14 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 60 15 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 60 16 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 60 17 . . . work_q6u36m2psnc3rpytggbjzexftu 61 1 Using use VBG work_q6u36m2psnc3rpytggbjzexftu 61 2 GPUs gpu NNS work_q6u36m2psnc3rpytggbjzexftu 61 3 on on IN work_q6u36m2psnc3rpytggbjzexftu 61 4 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 61 5 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 61 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 61 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 61 8 more more RBR work_q6u36m2psnc3rpytggbjzexftu 61 9 delicate delicate JJ work_q6u36m2psnc3rpytggbjzexftu 61 10 proposition proposition NN work_q6u36m2psnc3rpytggbjzexftu 61 11 since since IN work_q6u36m2psnc3rpytggbjzexftu 61 12 power power NN work_q6u36m2psnc3rpytggbjzexftu 61 13 consumption consumption NN work_q6u36m2psnc3rpytggbjzexftu 61 14 management management NN work_q6u36m2psnc3rpytggbjzexftu 61 15 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 61 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 61 17 paramount paramount JJ work_q6u36m2psnc3rpytggbjzexftu 61 18 importance importance NN work_q6u36m2psnc3rpytggbjzexftu 61 19 for for IN work_q6u36m2psnc3rpytggbjzexftu 61 20 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 61 21 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 61 22 . . . work_q6u36m2psnc3rpytggbjzexftu 62 1 However however RB work_q6u36m2psnc3rpytggbjzexftu 62 2 , , , work_q6u36m2psnc3rpytggbjzexftu 62 3 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 62 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 62 5 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 62 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 62 7 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 62 8 to to TO work_q6u36m2psnc3rpytggbjzexftu 62 9 manage manage VB work_q6u36m2psnc3rpytggbjzexftu 62 10 power power NN work_q6u36m2psnc3rpytggbjzexftu 62 11 intelligently intelligently RB work_q6u36m2psnc3rpytggbjzexftu 62 12 by by IN work_q6u36m2psnc3rpytggbjzexftu 62 13 detecting detect VBG work_q6u36m2psnc3rpytggbjzexftu 62 14 , , , work_q6u36m2psnc3rpytggbjzexftu 62 15 for for IN work_q6u36m2psnc3rpytggbjzexftu 62 16 example example NN work_q6u36m2psnc3rpytggbjzexftu 62 17 , , , work_q6u36m2psnc3rpytggbjzexftu 62 18 if if IN work_q6u36m2psnc3rpytggbjzexftu 62 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 62 20 device device NN work_q6u36m2psnc3rpytggbjzexftu 62 21 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 62 22 connected connect VBN work_q6u36m2psnc3rpytggbjzexftu 62 23 to to IN work_q6u36m2psnc3rpytggbjzexftu 62 24 a a DT work_q6u36m2psnc3rpytggbjzexftu 62 25 power power NN work_q6u36m2psnc3rpytggbjzexftu 62 26 source source NN work_q6u36m2psnc3rpytggbjzexftu 62 27 , , , work_q6u36m2psnc3rpytggbjzexftu 62 28 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 62 29 temperature temperature NN work_q6u36m2psnc3rpytggbjzexftu 62 30 , , , work_q6u36m2psnc3rpytggbjzexftu 62 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 62 32 whether whether IN work_q6u36m2psnc3rpytggbjzexftu 62 33 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 62 34 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 62 35 actively actively RB work_q6u36m2psnc3rpytggbjzexftu 62 36 used use VBN work_q6u36m2psnc3rpytggbjzexftu 62 37 for for IN work_q6u36m2psnc3rpytggbjzexftu 62 38 other other JJ work_q6u36m2psnc3rpytggbjzexftu 62 39 activities activity NNS work_q6u36m2psnc3rpytggbjzexftu 62 40 . . . work_q6u36m2psnc3rpytggbjzexftu 63 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 63 2 user user NN work_q6u36m2psnc3rpytggbjzexftu 63 3 might may MD work_q6u36m2psnc3rpytggbjzexftu 63 4 volunteer volunteer VB work_q6u36m2psnc3rpytggbjzexftu 63 5 periodic periodic JJ work_q6u36m2psnc3rpytggbjzexftu 63 6 “ " `` work_q6u36m2psnc3rpytggbjzexftu 63 7 mini mini JJ work_q6u36m2psnc3rpytggbjzexftu 63 8 - - NNS work_q6u36m2psnc3rpytggbjzexftu 63 9 bursts burst NNS work_q6u36m2psnc3rpytggbjzexftu 63 10 ” " '' work_q6u36m2psnc3rpytggbjzexftu 63 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 63 12 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 63 13 power power NN work_q6u36m2psnc3rpytggbjzexftu 63 14 towards towards IN work_q6u36m2psnc3rpytggbjzexftu 63 15 a a DT work_q6u36m2psnc3rpytggbjzexftu 63 16 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 63 17 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 63 18 with with IN work_q6u36m2psnc3rpytggbjzexftu 63 19 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 63 20 disruption disruption NN work_q6u36m2psnc3rpytggbjzexftu 63 21 to to IN work_q6u36m2psnc3rpytggbjzexftu 63 22 or or CC work_q6u36m2psnc3rpytggbjzexftu 63 23 power power NN work_q6u36m2psnc3rpytggbjzexftu 63 24 consumption consumption NN work_q6u36m2psnc3rpytggbjzexftu 63 25 from from IN work_q6u36m2psnc3rpytggbjzexftu 63 26 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 63 27 device device NN work_q6u36m2psnc3rpytggbjzexftu 63 28 . . . work_q6u36m2psnc3rpytggbjzexftu 64 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 64 2 other other JJ work_q6u36m2psnc3rpytggbjzexftu 64 3 words word NNS work_q6u36m2psnc3rpytggbjzexftu 64 4 , , , work_q6u36m2psnc3rpytggbjzexftu 64 5 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 64 6 will will MD work_q6u36m2psnc3rpytggbjzexftu 64 7 be be VB work_q6u36m2psnc3rpytggbjzexftu 64 8 able able JJ work_q6u36m2psnc3rpytggbjzexftu 64 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 64 10 take take VB work_q6u36m2psnc3rpytggbjzexftu 64 11 advantage advantage NN work_q6u36m2psnc3rpytggbjzexftu 64 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 64 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 64 14 improvements improvement NNS work_q6u36m2psnc3rpytggbjzexftu 64 15 and and CC work_q6u36m2psnc3rpytggbjzexftu 64 16 breakthroughs breakthrough NNS work_q6u36m2psnc3rpytggbjzexftu 64 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 64 18 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 64 19 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 64 20 for for IN work_q6u36m2psnc3rpytggbjzexftu 64 21 web web NN work_q6u36m2psnc3rpytggbjzexftu 64 22 engines engine NNS work_q6u36m2psnc3rpytggbjzexftu 64 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 64 24 mobile mobile NN work_q6u36m2psnc3rpytggbjzexftu 64 25 chips chip NNS work_q6u36m2psnc3rpytggbjzexftu 64 26 , , , work_q6u36m2psnc3rpytggbjzexftu 64 27 with with IN work_q6u36m2psnc3rpytggbjzexftu 64 28 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 64 29 software software NN work_q6u36m2psnc3rpytggbjzexftu 64 30 development development NN work_q6u36m2psnc3rpytggbjzexftu 64 31 and/or and/or CC work_q6u36m2psnc3rpytggbjzexftu 64 32 support support NN work_q6u36m2psnc3rpytggbjzexftu 64 33 . . . work_q6u36m2psnc3rpytggbjzexftu 65 1 Reproducible reproducible JJ work_q6u36m2psnc3rpytggbjzexftu 65 2 and and CC work_q6u36m2psnc3rpytggbjzexftu 65 3 collaborative collaborative JJ work_q6u36m2psnc3rpytggbjzexftu 65 4 research research NN work_q6u36m2psnc3rpytggbjzexftu 65 5 Reproducibility Reproducibility NNP work_q6u36m2psnc3rpytggbjzexftu 65 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 65 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 65 8 difficult difficult JJ work_q6u36m2psnc3rpytggbjzexftu 65 9 yet yet CC work_q6u36m2psnc3rpytggbjzexftu 65 10 fundamental fundamental JJ work_q6u36m2psnc3rpytggbjzexftu 65 11 requirement requirement NN work_q6u36m2psnc3rpytggbjzexftu 65 12 for for IN work_q6u36m2psnc3rpytggbjzexftu 65 13 science science NN work_q6u36m2psnc3rpytggbjzexftu 65 14 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 65 15 McNutt McNutt NNP work_q6u36m2psnc3rpytggbjzexftu 65 16 , , , work_q6u36m2psnc3rpytggbjzexftu 65 17 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 65 18 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 65 19 . . . work_q6u36m2psnc3rpytggbjzexftu 66 1 Reproducibility reproducibility NN work_q6u36m2psnc3rpytggbjzexftu 66 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 66 3 now now RB work_q6u36m2psnc3rpytggbjzexftu 66 4 considered consider VBN work_q6u36m2psnc3rpytggbjzexftu 66 5 just just RB work_q6u36m2psnc3rpytggbjzexftu 66 6 as as RB work_q6u36m2psnc3rpytggbjzexftu 66 7 essential essential JJ work_q6u36m2psnc3rpytggbjzexftu 66 8 for for IN work_q6u36m2psnc3rpytggbjzexftu 66 9 high high JJ work_q6u36m2psnc3rpytggbjzexftu 66 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 66 11 quality quality NN work_q6u36m2psnc3rpytggbjzexftu 66 12 research research NN work_q6u36m2psnc3rpytggbjzexftu 66 13 as as IN work_q6u36m2psnc3rpytggbjzexftu 66 14 peer peer NN work_q6u36m2psnc3rpytggbjzexftu 66 15 review review NN work_q6u36m2psnc3rpytggbjzexftu 66 16 ; ; : work_q6u36m2psnc3rpytggbjzexftu 66 17 simply simply RB work_q6u36m2psnc3rpytggbjzexftu 66 18 providing provide VBG work_q6u36m2psnc3rpytggbjzexftu 66 19 mathematical mathematical JJ work_q6u36m2psnc3rpytggbjzexftu 66 20 representations representation NNS work_q6u36m2psnc3rpytggbjzexftu 66 21 of of IN work_q6u36m2psnc3rpytggbjzexftu 66 22 models model NNS work_q6u36m2psnc3rpytggbjzexftu 66 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 66 24 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 66 25 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 66 26 no no DT work_q6u36m2psnc3rpytggbjzexftu 66 27 longer long RBR work_q6u36m2psnc3rpytggbjzexftu 66 28 considered consider VBN work_q6u36m2psnc3rpytggbjzexftu 66 29 acceptable acceptable JJ work_q6u36m2psnc3rpytggbjzexftu 66 30 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 66 31 Stodden Stodden NNP work_q6u36m2psnc3rpytggbjzexftu 66 32 , , , work_q6u36m2psnc3rpytggbjzexftu 66 33 Guo Guo NNP work_q6u36m2psnc3rpytggbjzexftu 66 34 & & CC work_q6u36m2psnc3rpytggbjzexftu 66 35 Ma Ma NNP work_q6u36m2psnc3rpytggbjzexftu 66 36 , , , work_q6u36m2psnc3rpytggbjzexftu 66 37 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 66 38 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 66 39 . . . work_q6u36m2psnc3rpytggbjzexftu 67 1 Furthermore furthermore RB work_q6u36m2psnc3rpytggbjzexftu 67 2 , , , work_q6u36m2psnc3rpytggbjzexftu 67 3 merely merely RB work_q6u36m2psnc3rpytggbjzexftu 67 4 replicating replicate VBG work_q6u36m2psnc3rpytggbjzexftu 67 5 other other JJ work_q6u36m2psnc3rpytggbjzexftu 67 6 work work NN work_q6u36m2psnc3rpytggbjzexftu 67 7 , , , work_q6u36m2psnc3rpytggbjzexftu 67 8 despite despite IN work_q6u36m2psnc3rpytggbjzexftu 67 9 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 67 10 importance importance NN work_q6u36m2psnc3rpytggbjzexftu 67 11 , , , work_q6u36m2psnc3rpytggbjzexftu 67 12 can can MD work_q6u36m2psnc3rpytggbjzexftu 67 13 be be VB work_q6u36m2psnc3rpytggbjzexftu 67 14 given give VBN work_q6u36m2psnc3rpytggbjzexftu 67 15 low low JJ work_q6u36m2psnc3rpytggbjzexftu 67 16 publication publication NN work_q6u36m2psnc3rpytggbjzexftu 67 17 priority priority NN work_q6u36m2psnc3rpytggbjzexftu 67 18 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 67 19 Casadevall Casadevall NNP work_q6u36m2psnc3rpytggbjzexftu 67 20 & & CC work_q6u36m2psnc3rpytggbjzexftu 67 21 Fang Fang NNP work_q6u36m2psnc3rpytggbjzexftu 67 22 , , , work_q6u36m2psnc3rpytggbjzexftu 67 23 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 67 24 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 67 25 even even RB work_q6u36m2psnc3rpytggbjzexftu 67 26 though though IN work_q6u36m2psnc3rpytggbjzexftu 67 27 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 67 28 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 67 29 considered consider VBN work_q6u36m2psnc3rpytggbjzexftu 67 30 a a DT work_q6u36m2psnc3rpytggbjzexftu 67 31 prerequisite prerequisite NN work_q6u36m2psnc3rpytggbjzexftu 67 32 for for IN work_q6u36m2psnc3rpytggbjzexftu 67 33 publication publication NN work_q6u36m2psnc3rpytggbjzexftu 67 34 . . . work_q6u36m2psnc3rpytggbjzexftu 68 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 68 2 other other JJ work_q6u36m2psnc3rpytggbjzexftu 68 3 words word NNS work_q6u36m2psnc3rpytggbjzexftu 68 4 , , , work_q6u36m2psnc3rpytggbjzexftu 68 5 submissions submission NNS work_q6u36m2psnc3rpytggbjzexftu 68 6 must must MD work_q6u36m2psnc3rpytggbjzexftu 68 7 demonstrate demonstrate VB work_q6u36m2psnc3rpytggbjzexftu 68 8 that that IN work_q6u36m2psnc3rpytggbjzexftu 68 9 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 68 10 research research NN work_q6u36m2psnc3rpytggbjzexftu 68 11 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 68 12 been be VBN work_q6u36m2psnc3rpytggbjzexftu 68 13 , , , work_q6u36m2psnc3rpytggbjzexftu 68 14 or or CC work_q6u36m2psnc3rpytggbjzexftu 68 15 could could MD work_q6u36m2psnc3rpytggbjzexftu 68 16 be be VB work_q6u36m2psnc3rpytggbjzexftu 68 17 , , , work_q6u36m2psnc3rpytggbjzexftu 68 18 independently independently RB work_q6u36m2psnc3rpytggbjzexftu 68 19 reproduced reproduce VBN work_q6u36m2psnc3rpytggbjzexftu 68 20 . . . work_q6u36m2psnc3rpytggbjzexftu 69 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 69 2 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 69 3 research research NN work_q6u36m2psnc3rpytggbjzexftu 69 4 there there EX work_q6u36m2psnc3rpytggbjzexftu 69 5 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 69 6 no no DT work_q6u36m2psnc3rpytggbjzexftu 69 7 reason reason NN work_q6u36m2psnc3rpytggbjzexftu 69 8 for for IN work_q6u36m2psnc3rpytggbjzexftu 69 9 not not RB work_q6u36m2psnc3rpytggbjzexftu 69 10 providing provide VBG work_q6u36m2psnc3rpytggbjzexftu 69 11 working work VBG work_q6u36m2psnc3rpytggbjzexftu 69 12 software software NN work_q6u36m2psnc3rpytggbjzexftu 69 13 that that WDT work_q6u36m2psnc3rpytggbjzexftu 69 14 allows allow VBZ work_q6u36m2psnc3rpytggbjzexftu 69 15 reproduction reproduction NN work_q6u36m2psnc3rpytggbjzexftu 69 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 69 17 results result NNS work_q6u36m2psnc3rpytggbjzexftu 69 18 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 69 19 for for IN work_q6u36m2psnc3rpytggbjzexftu 69 20 other other JJ work_q6u36m2psnc3rpytggbjzexftu 69 21 fields field NNS work_q6u36m2psnc3rpytggbjzexftu 69 22 in in IN work_q6u36m2psnc3rpytggbjzexftu 69 23 science science NN work_q6u36m2psnc3rpytggbjzexftu 69 24 , , , work_q6u36m2psnc3rpytggbjzexftu 69 25 constraints constraint NNS work_q6u36m2psnc3rpytggbjzexftu 69 26 restricting restrict VBG work_q6u36m2psnc3rpytggbjzexftu 69 27 software software NN work_q6u36m2psnc3rpytggbjzexftu 69 28 publication publication NN work_q6u36m2psnc3rpytggbjzexftu 69 29 may may MD work_q6u36m2psnc3rpytggbjzexftu 69 30 exist exist VB work_q6u36m2psnc3rpytggbjzexftu 69 31 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 69 32 . . . work_q6u36m2psnc3rpytggbjzexftu 70 1 Currently currently RB work_q6u36m2psnc3rpytggbjzexftu 70 2 , , , work_q6u36m2psnc3rpytggbjzexftu 70 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 70 4 main main JJ work_q6u36m2psnc3rpytggbjzexftu 70 5 bottlenecks bottleneck NNS work_q6u36m2psnc3rpytggbjzexftu 70 6 are be VBP work_q6u36m2psnc3rpytggbjzexftu 70 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 70 8 time time NN work_q6u36m2psnc3rpytggbjzexftu 70 9 cost cost NN work_q6u36m2psnc3rpytggbjzexftu 70 10 to to IN work_q6u36m2psnc3rpytggbjzexftu 70 11 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 70 12 for for IN work_q6u36m2psnc3rpytggbjzexftu 70 13 making make VBG work_q6u36m2psnc3rpytggbjzexftu 70 14 research research NN work_q6u36m2psnc3rpytggbjzexftu 70 15 available available JJ work_q6u36m2psnc3rpytggbjzexftu 70 16 , , , work_q6u36m2psnc3rpytggbjzexftu 70 17 and and CC work_q6u36m2psnc3rpytggbjzexftu 70 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 70 19 incompatibility incompatibility NN work_q6u36m2psnc3rpytggbjzexftu 70 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 70 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 70 22 research research NN work_q6u36m2psnc3rpytggbjzexftu 70 23 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 70 24 i.e. i.e. FW work_q6u36m2psnc3rpytggbjzexftu 70 25 , , , work_q6u36m2psnc3rpytggbjzexftu 70 26 code code NN work_q6u36m2psnc3rpytggbjzexftu 70 27 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 70 28 for for IN work_q6u36m2psnc3rpytggbjzexftu 70 29 others other NNS work_q6u36m2psnc3rpytggbjzexftu 70 30 , , , work_q6u36m2psnc3rpytggbjzexftu 70 31 which which WDT work_q6u36m2psnc3rpytggbjzexftu 70 32 further further RB work_q6u36m2psnc3rpytggbjzexftu 70 33 increases increase VBZ work_q6u36m2psnc3rpytggbjzexftu 70 34 the the DT work_q6u36m2psnc3rpytggbjzexftu 70 35 time time NN work_q6u36m2psnc3rpytggbjzexftu 70 36 investment investment NN work_q6u36m2psnc3rpytggbjzexftu 70 37 for for IN work_q6u36m2psnc3rpytggbjzexftu 70 38 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 70 39 . . . work_q6u36m2psnc3rpytggbjzexftu 71 1 One one CD work_q6u36m2psnc3rpytggbjzexftu 71 2 of of IN work_q6u36m2psnc3rpytggbjzexftu 71 3 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 71 4 primary primary JJ work_q6u36m2psnc3rpytggbjzexftu 71 5 goals goal NNS work_q6u36m2psnc3rpytggbjzexftu 71 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 71 7 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 71 8 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 71 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 71 10 provide provide VB work_q6u36m2psnc3rpytggbjzexftu 71 11 reproducible reproducible NN work_q6u36m2psnc3rpytggbjzexftu 71 12 research research NN work_q6u36m2psnc3rpytggbjzexftu 71 13 with with IN work_q6u36m2psnc3rpytggbjzexftu 71 14 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 71 15 to to IN work_q6u36m2psnc3rpytggbjzexftu 71 16 no no DT work_q6u36m2psnc3rpytggbjzexftu 71 17 time time NN work_q6u36m2psnc3rpytggbjzexftu 71 18 cost cost NN work_q6u36m2psnc3rpytggbjzexftu 71 19 to to IN work_q6u36m2psnc3rpytggbjzexftu 71 20 both both PDT work_q6u36m2psnc3rpytggbjzexftu 71 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 71 22 Meeds Meeds NNPS work_q6u36m2psnc3rpytggbjzexftu 71 23 et et NNP work_q6u36m2psnc3rpytggbjzexftu 71 24 al al NNP work_q6u36m2psnc3rpytggbjzexftu 71 25 . . . work_q6u36m2psnc3rpytggbjzexftu 72 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 72 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 72 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 72 4 , , , work_q6u36m2psnc3rpytggbjzexftu 72 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 72 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 72 7 . . . work_q6u36m2psnc3rpytggbjzexftu 73 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 73 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 73 3 , , , work_q6u36m2psnc3rpytggbjzexftu 73 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 73 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 73 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 73 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 73 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 73 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 73 10 4/24 4/24 CD work_q6u36m2psnc3rpytggbjzexftu 73 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNP work_q6u36m2psnc3rpytggbjzexftu 73 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 73 13 primary primary JJ work_q6u36m2psnc3rpytggbjzexftu 73 14 researcher researcher NN work_q6u36m2psnc3rpytggbjzexftu 73 15 and and CC work_q6u36m2psnc3rpytggbjzexftu 73 16 other other JJ work_q6u36m2psnc3rpytggbjzexftu 73 17 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 73 18 in in IN work_q6u36m2psnc3rpytggbjzexftu 73 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 73 20 community community NN work_q6u36m2psnc3rpytggbjzexftu 73 21 . . . work_q6u36m2psnc3rpytggbjzexftu 74 1 Following follow VBG work_q6u36m2psnc3rpytggbjzexftu 74 2 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 74 3 Stodden Stodden NNP work_q6u36m2psnc3rpytggbjzexftu 74 4 , , , work_q6u36m2psnc3rpytggbjzexftu 74 5 Borwein Borwein NNP work_q6u36m2psnc3rpytggbjzexftu 74 6 & & CC work_q6u36m2psnc3rpytggbjzexftu 74 7 Bailey Bailey NNP work_q6u36m2psnc3rpytggbjzexftu 74 8 , , , work_q6u36m2psnc3rpytggbjzexftu 74 9 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 74 10 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 74 11 , , , work_q6u36m2psnc3rpytggbjzexftu 74 12 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 74 13 support support VBP work_q6u36m2psnc3rpytggbjzexftu 74 14 “ " `` work_q6u36m2psnc3rpytggbjzexftu 74 15 setting set VBG work_q6u36m2psnc3rpytggbjzexftu 74 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 74 17 default default NN work_q6u36m2psnc3rpytggbjzexftu 74 18 to to TO work_q6u36m2psnc3rpytggbjzexftu 74 19 reproducible reproducible VB work_q6u36m2psnc3rpytggbjzexftu 74 20 . . . work_q6u36m2psnc3rpytggbjzexftu 74 21 ” " '' work_q6u36m2psnc3rpytggbjzexftu 74 22 For for IN work_q6u36m2psnc3rpytggbjzexftu 74 23 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 74 24 disciplines discipline NNS work_q6u36m2psnc3rpytggbjzexftu 74 25 , , , work_q6u36m2psnc3rpytggbjzexftu 74 26 this this DT work_q6u36m2psnc3rpytggbjzexftu 74 27 means mean VBZ work_q6u36m2psnc3rpytggbjzexftu 74 28 other other JJ work_q6u36m2psnc3rpytggbjzexftu 74 29 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 74 30 should should MD work_q6u36m2psnc3rpytggbjzexftu 74 31 not not RB work_q6u36m2psnc3rpytggbjzexftu 74 32 only only RB work_q6u36m2psnc3rpytggbjzexftu 74 33 be be VB work_q6u36m2psnc3rpytggbjzexftu 74 34 able able JJ work_q6u36m2psnc3rpytggbjzexftu 74 35 to to TO work_q6u36m2psnc3rpytggbjzexftu 74 36 use use VB work_q6u36m2psnc3rpytggbjzexftu 74 37 a a DT work_q6u36m2psnc3rpytggbjzexftu 74 38 model model NN work_q6u36m2psnc3rpytggbjzexftu 74 39 reported report VBN work_q6u36m2psnc3rpytggbjzexftu 74 40 in in IN work_q6u36m2psnc3rpytggbjzexftu 74 41 a a DT work_q6u36m2psnc3rpytggbjzexftu 74 42 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 74 43 to to TO work_q6u36m2psnc3rpytggbjzexftu 74 44 verify verify VB work_q6u36m2psnc3rpytggbjzexftu 74 45 the the DT work_q6u36m2psnc3rpytggbjzexftu 74 46 reported report VBN work_q6u36m2psnc3rpytggbjzexftu 74 47 results result NNS work_q6u36m2psnc3rpytggbjzexftu 74 48 , , , work_q6u36m2psnc3rpytggbjzexftu 74 49 but but CC work_q6u36m2psnc3rpytggbjzexftu 74 50 also also RB work_q6u36m2psnc3rpytggbjzexftu 74 51 retrain retrain VB work_q6u36m2psnc3rpytggbjzexftu 74 52 the the DT work_q6u36m2psnc3rpytggbjzexftu 74 53 model model NN work_q6u36m2psnc3rpytggbjzexftu 74 54 using use VBG work_q6u36m2psnc3rpytggbjzexftu 74 55 the the DT work_q6u36m2psnc3rpytggbjzexftu 74 56 reported reported JJ work_q6u36m2psnc3rpytggbjzexftu 74 57 algorithm algorithm NN work_q6u36m2psnc3rpytggbjzexftu 74 58 . . . work_q6u36m2psnc3rpytggbjzexftu 75 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 75 2 higher high JJR work_q6u36m2psnc3rpytggbjzexftu 75 3 standard standard NN work_q6u36m2psnc3rpytggbjzexftu 75 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 75 5 difficult difficult JJ work_q6u36m2psnc3rpytggbjzexftu 75 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 75 7 time time NN work_q6u36m2psnc3rpytggbjzexftu 75 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 75 9 consuming consume VBG work_q6u36m2psnc3rpytggbjzexftu 75 10 to to TO work_q6u36m2psnc3rpytggbjzexftu 75 11 achieve achieve VB work_q6u36m2psnc3rpytggbjzexftu 75 12 , , , work_q6u36m2psnc3rpytggbjzexftu 75 13 but but CC work_q6u36m2psnc3rpytggbjzexftu 75 14 fortunately fortunately RB work_q6u36m2psnc3rpytggbjzexftu 75 15 this this DT work_q6u36m2psnc3rpytggbjzexftu 75 16 approach approach NN work_q6u36m2psnc3rpytggbjzexftu 75 17 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 75 18 being be VBG work_q6u36m2psnc3rpytggbjzexftu 75 19 adopted adopt VBN work_q6u36m2psnc3rpytggbjzexftu 75 20 more more RBR work_q6u36m2psnc3rpytggbjzexftu 75 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 75 22 more more RBR work_q6u36m2psnc3rpytggbjzexftu 75 23 often often RB work_q6u36m2psnc3rpytggbjzexftu 75 24 , , , work_q6u36m2psnc3rpytggbjzexftu 75 25 in in IN work_q6u36m2psnc3rpytggbjzexftu 75 26 particular particular JJ work_q6u36m2psnc3rpytggbjzexftu 75 27 by by IN work_q6u36m2psnc3rpytggbjzexftu 75 28 a a DT work_q6u36m2psnc3rpytggbjzexftu 75 29 sub sub NN work_q6u36m2psnc3rpytggbjzexftu 75 30 - - NN work_q6u36m2psnc3rpytggbjzexftu 75 31 discipline discipline NN work_q6u36m2psnc3rpytggbjzexftu 75 32 of of IN work_q6u36m2psnc3rpytggbjzexftu 75 33 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 75 34 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 75 35 called call VBN work_q6u36m2psnc3rpytggbjzexftu 75 36 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 75 37 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 75 38 . . . work_q6u36m2psnc3rpytggbjzexftu 76 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 76 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 76 3 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 76 4 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 76 5 community community NN work_q6u36m2psnc3rpytggbjzexftu 76 6 , , , work_q6u36m2psnc3rpytggbjzexftu 76 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 76 8 introduction introduction NN work_q6u36m2psnc3rpytggbjzexftu 76 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 76 10 new new JJ work_q6u36m2psnc3rpytggbjzexftu 76 11 datasets dataset NNS work_q6u36m2psnc3rpytggbjzexftu 76 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 76 13 competitions competition NNS work_q6u36m2psnc3rpytggbjzexftu 76 14 , , , work_q6u36m2psnc3rpytggbjzexftu 76 15 along along IN work_q6u36m2psnc3rpytggbjzexftu 76 16 with with IN work_q6u36m2psnc3rpytggbjzexftu 76 17 innovations innovation NNS work_q6u36m2psnc3rpytggbjzexftu 76 18 in in IN work_q6u36m2psnc3rpytggbjzexftu 76 19 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 76 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 76 21 modeling modeling NN work_q6u36m2psnc3rpytggbjzexftu 76 22 , , , work_q6u36m2psnc3rpytggbjzexftu 76 23 have have VBP work_q6u36m2psnc3rpytggbjzexftu 76 24 produced produce VBN work_q6u36m2psnc3rpytggbjzexftu 76 25 a a DT work_q6u36m2psnc3rpytggbjzexftu 76 26 rapid rapid JJ work_q6u36m2psnc3rpytggbjzexftu 76 27 progress progress NN work_q6u36m2psnc3rpytggbjzexftu 76 28 on on IN work_q6u36m2psnc3rpytggbjzexftu 76 29 many many JJ work_q6u36m2psnc3rpytggbjzexftu 76 30 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 76 31 prediction prediction NN work_q6u36m2psnc3rpytggbjzexftu 76 32 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 76 33 . . . work_q6u36m2psnc3rpytggbjzexftu 77 1 Model model NN work_q6u36m2psnc3rpytggbjzexftu 77 2 collections collection NNS work_q6u36m2psnc3rpytggbjzexftu 77 3 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 77 4 also also RB work_q6u36m2psnc3rpytggbjzexftu 77 5 called call VBN work_q6u36m2psnc3rpytggbjzexftu 77 6 model model NN work_q6u36m2psnc3rpytggbjzexftu 77 7 zoos zoos NNP work_q6u36m2psnc3rpytggbjzexftu 77 8 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 77 9 , , , work_q6u36m2psnc3rpytggbjzexftu 77 10 such such JJ work_q6u36m2psnc3rpytggbjzexftu 77 11 as as IN work_q6u36m2psnc3rpytggbjzexftu 77 12 those those DT work_q6u36m2psnc3rpytggbjzexftu 77 13 built build VBN work_q6u36m2psnc3rpytggbjzexftu 77 14 with with IN work_q6u36m2psnc3rpytggbjzexftu 77 15 Caffe Caffe NNP work_q6u36m2psnc3rpytggbjzexftu 77 16 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 77 17 Jia Jia NNP work_q6u36m2psnc3rpytggbjzexftu 77 18 et et NNP work_q6u36m2psnc3rpytggbjzexftu 77 19 al al NNP work_q6u36m2psnc3rpytggbjzexftu 77 20 . . NNP work_q6u36m2psnc3rpytggbjzexftu 77 21 , , , work_q6u36m2psnc3rpytggbjzexftu 77 22 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 77 23 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 77 24 make make VBP work_q6u36m2psnc3rpytggbjzexftu 77 25 this this DT work_q6u36m2psnc3rpytggbjzexftu 77 26 collaboration collaboration NN work_q6u36m2psnc3rpytggbjzexftu 77 27 explicit explicit JJ work_q6u36m2psnc3rpytggbjzexftu 77 28 and and CC work_q6u36m2psnc3rpytggbjzexftu 77 29 easy easy JJ work_q6u36m2psnc3rpytggbjzexftu 77 30 to to TO work_q6u36m2psnc3rpytggbjzexftu 77 31 access access VB work_q6u36m2psnc3rpytggbjzexftu 77 32 for for IN work_q6u36m2psnc3rpytggbjzexftu 77 33 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 77 34 . . . work_q6u36m2psnc3rpytggbjzexftu 78 1 However however RB work_q6u36m2psnc3rpytggbjzexftu 78 2 , , , work_q6u36m2psnc3rpytggbjzexftu 78 3 there there EX work_q6u36m2psnc3rpytggbjzexftu 78 4 remains remain VBZ work_q6u36m2psnc3rpytggbjzexftu 78 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 78 6 significant significant JJ work_q6u36m2psnc3rpytggbjzexftu 78 7 time time NN work_q6u36m2psnc3rpytggbjzexftu 78 8 investment investment NN work_q6u36m2psnc3rpytggbjzexftu 78 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 78 10 run run VB work_q6u36m2psnc3rpytggbjzexftu 78 11 any any DT work_q6u36m2psnc3rpytggbjzexftu 78 12 particular particular JJ work_q6u36m2psnc3rpytggbjzexftu 78 13 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 78 14 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 78 15 model model NN work_q6u36m2psnc3rpytggbjzexftu 78 16 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 78 17 these these DT work_q6u36m2psnc3rpytggbjzexftu 78 18 include include VBP work_q6u36m2psnc3rpytggbjzexftu 78 19 compilation compilation NN work_q6u36m2psnc3rpytggbjzexftu 78 20 , , , work_q6u36m2psnc3rpytggbjzexftu 78 21 library library NN work_q6u36m2psnc3rpytggbjzexftu 78 22 installations installation NNS work_q6u36m2psnc3rpytggbjzexftu 78 23 , , , work_q6u36m2psnc3rpytggbjzexftu 78 24 platform platform NN work_q6u36m2psnc3rpytggbjzexftu 78 25 dependencies dependency NNS work_q6u36m2psnc3rpytggbjzexftu 78 26 , , , work_q6u36m2psnc3rpytggbjzexftu 78 27 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 78 28 dependencies dependency NNS work_q6u36m2psnc3rpytggbjzexftu 78 29 , , , work_q6u36m2psnc3rpytggbjzexftu 78 30 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 78 31 . . . work_q6u36m2psnc3rpytggbjzexftu 78 32 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 78 33 . . . work_q6u36m2psnc3rpytggbjzexftu 79 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 79 2 argue argue VBP work_q6u36m2psnc3rpytggbjzexftu 79 3 that that IN work_q6u36m2psnc3rpytggbjzexftu 79 4 these these DT work_q6u36m2psnc3rpytggbjzexftu 79 5 are be VBP work_q6u36m2psnc3rpytggbjzexftu 79 6 real real JJ work_q6u36m2psnc3rpytggbjzexftu 79 7 barriers barrier NNS work_q6u36m2psnc3rpytggbjzexftu 79 8 to to TO work_q6u36m2psnc3rpytggbjzexftu 79 9 reproducible reproducible VB work_q6u36m2psnc3rpytggbjzexftu 79 10 research research NN work_q6u36m2psnc3rpytggbjzexftu 79 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 79 12 choosing choose VBG work_q6u36m2psnc3rpytggbjzexftu 79 13 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 79 14 software software NN work_q6u36m2psnc3rpytggbjzexftu 79 15 and and CC work_q6u36m2psnc3rpytggbjzexftu 79 16 compute compute NN work_q6u36m2psnc3rpytggbjzexftu 79 17 engines engine NNS work_q6u36m2psnc3rpytggbjzexftu 79 18 makes make VBZ work_q6u36m2psnc3rpytggbjzexftu 79 19 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 79 20 easier easy JJR work_q6u36m2psnc3rpytggbjzexftu 79 21 . . . work_q6u36m2psnc3rpytggbjzexftu 80 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 80 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 80 3 , , , work_q6u36m2psnc3rpytggbjzexftu 80 4 during during IN work_q6u36m2psnc3rpytggbjzexftu 80 5 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 80 6 testing testing NN work_q6u36m2psnc3rpytggbjzexftu 80 7 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 80 8 converted convert VBD work_q6u36m2psnc3rpytggbjzexftu 80 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 80 10 very very RB work_q6u36m2psnc3rpytggbjzexftu 80 11 performant performant JJ work_q6u36m2psnc3rpytggbjzexftu 80 12 computer computer NN work_q6u36m2psnc3rpytggbjzexftu 80 13 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 80 14 model model NN work_q6u36m2psnc3rpytggbjzexftu 80 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 80 16 Lin Lin NNP work_q6u36m2psnc3rpytggbjzexftu 80 17 , , , work_q6u36m2psnc3rpytggbjzexftu 80 18 Chen Chen NNP work_q6u36m2psnc3rpytggbjzexftu 80 19 & & CC work_q6u36m2psnc3rpytggbjzexftu 80 20 Yan Yan NNP work_q6u36m2psnc3rpytggbjzexftu 80 21 , , , work_q6u36m2psnc3rpytggbjzexftu 80 22 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 80 23 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 80 24 into into IN work_q6u36m2psnc3rpytggbjzexftu 80 25 JSON JSON NNP work_q6u36m2psnc3rpytggbjzexftu 80 26 format format NN work_q6u36m2psnc3rpytggbjzexftu 80 27 and and CC work_q6u36m2psnc3rpytggbjzexftu 80 28 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 80 29 can can MD work_q6u36m2psnc3rpytggbjzexftu 80 30 now now RB work_q6u36m2psnc3rpytggbjzexftu 80 31 be be VB work_q6u36m2psnc3rpytggbjzexftu 80 32 used use VBN work_q6u36m2psnc3rpytggbjzexftu 80 33 on on IN work_q6u36m2psnc3rpytggbjzexftu 80 34 any any DT work_q6u36m2psnc3rpytggbjzexftu 80 35 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 80 36 with with IN work_q6u36m2psnc3rpytggbjzexftu 80 37 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 80 38 effort.1 effort.1 NNP work_q6u36m2psnc3rpytggbjzexftu 80 39 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 80 40 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 80 41 Object Object NNP work_q6u36m2psnc3rpytggbjzexftu 80 42 Notation Notation NNP work_q6u36m2psnc3rpytggbjzexftu 80 43 json.org/. json.org/. VBZ work_q6u36m2psnc3rpytggbjzexftu 81 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 81 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 81 3 nod nod NN work_q6u36m2psnc3rpytggbjzexftu 81 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 81 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 81 6 concept concept NN work_q6u36m2psnc3rpytggbjzexftu 81 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 81 8 closures closure NNS work_q6u36m2psnc3rpytggbjzexftu 81 9 concept concept VBP work_q6u36m2psnc3rpytggbjzexftu 81 10 common common JJ work_q6u36m2psnc3rpytggbjzexftu 81 11 in in IN work_q6u36m2psnc3rpytggbjzexftu 81 12 functional functional JJ work_q6u36m2psnc3rpytggbjzexftu 81 13 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 81 14 , , , work_q6u36m2psnc3rpytggbjzexftu 81 15 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 81 16 approach approach NN work_q6u36m2psnc3rpytggbjzexftu 81 17 treats treat VBZ work_q6u36m2psnc3rpytggbjzexftu 81 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 81 19 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 81 20 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 81 21 as as IN work_q6u36m2psnc3rpytggbjzexftu 81 22 a a DT work_q6u36m2psnc3rpytggbjzexftu 81 23 research research NN work_q6u36m2psnc3rpytggbjzexftu 81 24 closure closure NN work_q6u36m2psnc3rpytggbjzexftu 81 25 : : : work_q6u36m2psnc3rpytggbjzexftu 81 26 a a DT work_q6u36m2psnc3rpytggbjzexftu 81 27 single single JJ work_q6u36m2psnc3rpytggbjzexftu 81 28 object object NN work_q6u36m2psnc3rpytggbjzexftu 81 29 containing contain VBG work_q6u36m2psnc3rpytggbjzexftu 81 30 model model NN work_q6u36m2psnc3rpytggbjzexftu 81 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 81 32 algorithm algorithm NNP work_q6u36m2psnc3rpytggbjzexftu 81 33 configuration configuration NNP work_q6u36m2psnc3rpytggbjzexftu 81 34 plus plus CC work_q6u36m2psnc3rpytggbjzexftu 81 35 code code NNP work_q6u36m2psnc3rpytggbjzexftu 81 36 , , , work_q6u36m2psnc3rpytggbjzexftu 81 37 along along IN work_q6u36m2psnc3rpytggbjzexftu 81 38 with with IN work_q6u36m2psnc3rpytggbjzexftu 81 39 model model NN work_q6u36m2psnc3rpytggbjzexftu 81 40 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 81 41 that that WDT work_q6u36m2psnc3rpytggbjzexftu 81 42 can can MD work_q6u36m2psnc3rpytggbjzexftu 81 43 be be VB work_q6u36m2psnc3rpytggbjzexftu 81 44 executed execute VBN work_q6u36m2psnc3rpytggbjzexftu 81 45 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 81 46 and and CC work_q6u36m2psnc3rpytggbjzexftu 81 47 therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 81 48 tested test VBD work_q6u36m2psnc3rpytggbjzexftu 81 49 and and CC work_q6u36m2psnc3rpytggbjzexftu 81 50 analyzed analyze VBD work_q6u36m2psnc3rpytggbjzexftu 81 51 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 81 52 by by IN work_q6u36m2psnc3rpytggbjzexftu 81 53 other other JJ work_q6u36m2psnc3rpytggbjzexftu 81 54 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 81 55 . . . work_q6u36m2psnc3rpytggbjzexftu 82 1 MLITB MLITB NNP work_q6u36m2psnc3rpytggbjzexftu 82 2 : : : work_q6u36m2psnc3rpytggbjzexftu 82 3 PROTOTYPE PROTOTYPE NNP work_q6u36m2psnc3rpytggbjzexftu 82 4 The the DT work_q6u36m2psnc3rpytggbjzexftu 82 5 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 82 6 project project NN work_q6u36m2psnc3rpytggbjzexftu 82 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 82 8 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 82 9 accompanying accompany VBG work_q6u36m2psnc3rpytggbjzexftu 82 10 software software NN work_q6u36m2psnc3rpytggbjzexftu 82 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 82 12 application application NN work_q6u36m2psnc3rpytggbjzexftu 82 13 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 82 14 interfaces interface NNS work_q6u36m2psnc3rpytggbjzexftu 82 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 82 16 APIs APIs NNP work_q6u36m2psnc3rpytggbjzexftu 82 17 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 82 18 , , , work_q6u36m2psnc3rpytggbjzexftu 82 19 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 82 20 , , , work_q6u36m2psnc3rpytggbjzexftu 82 21 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 82 22 . . . work_q6u36m2psnc3rpytggbjzexftu 82 23 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 83 1 are be VBP work_q6u36m2psnc3rpytggbjzexftu 83 2 built build VBN work_q6u36m2psnc3rpytggbjzexftu 83 3 entirely entirely RB work_q6u36m2psnc3rpytggbjzexftu 83 4 in in IN work_q6u36m2psnc3rpytggbjzexftu 83 5 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 83 6 . . . work_q6u36m2psnc3rpytggbjzexftu 84 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 84 2 have have VBP work_q6u36m2psnc3rpytggbjzexftu 84 3 taken take VBN work_q6u36m2psnc3rpytggbjzexftu 84 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 84 5 pragmatic pragmatic JJ work_q6u36m2psnc3rpytggbjzexftu 84 6 software software NN work_q6u36m2psnc3rpytggbjzexftu 84 7 development development NN work_q6u36m2psnc3rpytggbjzexftu 84 8 approach approach NN work_q6u36m2psnc3rpytggbjzexftu 84 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 84 10 achieve achieve VB work_q6u36m2psnc3rpytggbjzexftu 84 11 as as RB work_q6u36m2psnc3rpytggbjzexftu 84 12 much much JJ work_q6u36m2psnc3rpytggbjzexftu 84 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 84 14 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 84 15 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 84 16 as as IN work_q6u36m2psnc3rpytggbjzexftu 84 17 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 84 18 . . . work_q6u36m2psnc3rpytggbjzexftu 85 1 To to TO work_q6u36m2psnc3rpytggbjzexftu 85 2 leverage leverage VB work_q6u36m2psnc3rpytggbjzexftu 85 3 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 85 4 software software NN work_q6u36m2psnc3rpytggbjzexftu 85 5 development development NN work_q6u36m2psnc3rpytggbjzexftu 85 6 process process NN work_q6u36m2psnc3rpytggbjzexftu 85 7 , , , work_q6u36m2psnc3rpytggbjzexftu 85 8 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 85 9 have have VBP work_q6u36m2psnc3rpytggbjzexftu 85 10 chosen choose VBN work_q6u36m2psnc3rpytggbjzexftu 85 11 , , , work_q6u36m2psnc3rpytggbjzexftu 85 12 wherever wherever WRB work_q6u36m2psnc3rpytggbjzexftu 85 13 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 85 14 , , , work_q6u36m2psnc3rpytggbjzexftu 85 15 well well RB work_q6u36m2psnc3rpytggbjzexftu 85 16 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 85 17 supported support VBN work_q6u36m2psnc3rpytggbjzexftu 85 18 and and CC work_q6u36m2psnc3rpytggbjzexftu 85 19 actively actively RB work_q6u36m2psnc3rpytggbjzexftu 85 20 developed develop VBN work_q6u36m2psnc3rpytggbjzexftu 85 21 external external JJ work_q6u36m2psnc3rpytggbjzexftu 85 22 technology technology NN work_q6u36m2psnc3rpytggbjzexftu 85 23 . . . work_q6u36m2psnc3rpytggbjzexftu 86 1 By by IN work_q6u36m2psnc3rpytggbjzexftu 86 2 making make VBG work_q6u36m2psnc3rpytggbjzexftu 86 3 these these DT work_q6u36m2psnc3rpytggbjzexftu 86 4 choices choice NNS work_q6u36m2psnc3rpytggbjzexftu 86 5 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 86 6 have have VBP work_q6u36m2psnc3rpytggbjzexftu 86 7 been be VBN work_q6u36m2psnc3rpytggbjzexftu 86 8 able able JJ work_q6u36m2psnc3rpytggbjzexftu 86 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 86 10 quickly quickly RB work_q6u36m2psnc3rpytggbjzexftu 86 11 develop develop VB work_q6u36m2psnc3rpytggbjzexftu 86 12 a a DT work_q6u36m2psnc3rpytggbjzexftu 86 13 working working NN work_q6u36m2psnc3rpytggbjzexftu 86 14 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 86 15 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 86 16 that that IN work_q6u36m2psnc3rpytggbjzexftu 86 17 not not RB work_q6u36m2psnc3rpytggbjzexftu 86 18 only only RB work_q6u36m2psnc3rpytggbjzexftu 86 19 satisfies satisfy VBZ work_q6u36m2psnc3rpytggbjzexftu 86 20 many many JJ work_q6u36m2psnc3rpytggbjzexftu 86 21 of of IN work_q6u36m2psnc3rpytggbjzexftu 86 22 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 86 23 objectives objective NNS work_q6u36m2psnc3rpytggbjzexftu 86 24 , , , work_q6u36m2psnc3rpytggbjzexftu 86 25 but but CC work_q6u36m2psnc3rpytggbjzexftu 86 26 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 86 27 as as IN work_q6u36m2psnc3rpytggbjzexftu 86 28 technologically technologically RB work_q6u36m2psnc3rpytggbjzexftu 86 29 future future JJ work_q6u36m2psnc3rpytggbjzexftu 86 30 proof proof NN work_q6u36m2psnc3rpytggbjzexftu 86 31 as as IN work_q6u36m2psnc3rpytggbjzexftu 86 32 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 86 33 . . . work_q6u36m2psnc3rpytggbjzexftu 87 1 To to TO work_q6u36m2psnc3rpytggbjzexftu 87 2 demonstrate demonstrate VB work_q6u36m2psnc3rpytggbjzexftu 87 3 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 87 4 on on IN work_q6u36m2psnc3rpytggbjzexftu 87 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 87 6 meaningful meaningful JJ work_q6u36m2psnc3rpytggbjzexftu 87 7 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 87 8 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 87 9 , , , work_q6u36m2psnc3rpytggbjzexftu 87 10 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 87 11 have have VBP work_q6u36m2psnc3rpytggbjzexftu 87 12 similarly similarly RB work_q6u36m2psnc3rpytggbjzexftu 87 13 incorporated incorporate VBN work_q6u36m2psnc3rpytggbjzexftu 87 14 an an DT work_q6u36m2psnc3rpytggbjzexftu 87 15 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 87 16 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 87 17 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 87 18 of of IN work_q6u36m2psnc3rpytggbjzexftu 87 19 a a DT work_q6u36m2psnc3rpytggbjzexftu 87 20 Deep Deep NNP work_q6u36m2psnc3rpytggbjzexftu 87 21 Neural Neural NNP work_q6u36m2psnc3rpytggbjzexftu 87 22 Network Network NNP work_q6u36m2psnc3rpytggbjzexftu 87 23 into into IN work_q6u36m2psnc3rpytggbjzexftu 87 24 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 88 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 88 2 full full JJ work_q6u36m2psnc3rpytggbjzexftu 88 3 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 88 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 88 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 88 6 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 88 7 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 88 8 can can MD work_q6u36m2psnc3rpytggbjzexftu 88 9 be be VB work_q6u36m2psnc3rpytggbjzexftu 88 10 found find VBN work_q6u36m2psnc3rpytggbjzexftu 88 11 on on IN work_q6u36m2psnc3rpytggbjzexftu 88 12 GitHub GitHub NNP work_q6u36m2psnc3rpytggbjzexftu 88 13 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 88 14 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 88 15 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 88 16 . . . work_q6u36m2psnc3rpytggbjzexftu 89 1 Why why WRB work_q6u36m2psnc3rpytggbjzexftu 89 2 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 89 3 ? ? . work_q6u36m2psnc3rpytggbjzexftu 90 1 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 90 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 90 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 90 4 pervasive pervasive JJ work_q6u36m2psnc3rpytggbjzexftu 90 5 web web NN work_q6u36m2psnc3rpytggbjzexftu 90 6 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 90 7 language language NN work_q6u36m2psnc3rpytggbjzexftu 90 8 , , , work_q6u36m2psnc3rpytggbjzexftu 90 9 embedded embed VBN work_q6u36m2psnc3rpytggbjzexftu 90 10 in in IN work_q6u36m2psnc3rpytggbjzexftu 90 11 approximately approximately RB work_q6u36m2psnc3rpytggbjzexftu 90 12 90 90 CD work_q6u36m2psnc3rpytggbjzexftu 90 13 % % NN work_q6u36m2psnc3rpytggbjzexftu 90 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 90 15 web web NN work_q6u36m2psnc3rpytggbjzexftu 90 16 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 90 17 sites site NNS work_q6u36m2psnc3rpytggbjzexftu 90 18 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 90 19 W3Techs w3techs CD work_q6u36m2psnc3rpytggbjzexftu 90 20 , , , work_q6u36m2psnc3rpytggbjzexftu 90 21 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 90 22 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 90 23 . . . work_q6u36m2psnc3rpytggbjzexftu 91 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 91 2 pervasiveness pervasiveness NN work_q6u36m2psnc3rpytggbjzexftu 91 3 means mean VBZ work_q6u36m2psnc3rpytggbjzexftu 91 4 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 91 5 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 91 6 highly highly RB work_q6u36m2psnc3rpytggbjzexftu 91 7 supported support VBN work_q6u36m2psnc3rpytggbjzexftu 91 8 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 91 9 Can Can MD work_q6u36m2psnc3rpytggbjzexftu 91 10 I -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 91 11 Use use VB work_q6u36m2psnc3rpytggbjzexftu 91 12 , , , work_q6u36m2psnc3rpytggbjzexftu 91 13 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 91 14 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 91 15 , , , work_q6u36m2psnc3rpytggbjzexftu 91 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 91 17 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 91 18 actively actively RB work_q6u36m2psnc3rpytggbjzexftu 91 19 developed develop VBN work_q6u36m2psnc3rpytggbjzexftu 91 20 for for IN work_q6u36m2psnc3rpytggbjzexftu 91 21 efficiency efficiency NN work_q6u36m2psnc3rpytggbjzexftu 91 22 and and CC work_q6u36m2psnc3rpytggbjzexftu 91 23 functionality functionality NN work_q6u36m2psnc3rpytggbjzexftu 91 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 91 25 Chrome Chrome NNP work_q6u36m2psnc3rpytggbjzexftu 91 26 V8 V8 NNS work_q6u36m2psnc3rpytggbjzexftu 91 27 , , , work_q6u36m2psnc3rpytggbjzexftu 91 28 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 91 29 ; ; : work_q6u36m2psnc3rpytggbjzexftu 91 30 asm.js asm.js NNP work_q6u36m2psnc3rpytggbjzexftu 91 31 , , , work_q6u36m2psnc3rpytggbjzexftu 91 32 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 91 33 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 91 34 . . . work_q6u36m2psnc3rpytggbjzexftu 92 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 92 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 92 3 result result NN work_q6u36m2psnc3rpytggbjzexftu 92 4 , , , work_q6u36m2psnc3rpytggbjzexftu 92 5 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 92 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 92 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 92 8 most most RBS work_q6u36m2psnc3rpytggbjzexftu 92 9 popular popular JJ work_q6u36m2psnc3rpytggbjzexftu 92 10 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 92 11 language language NN work_q6u36m2psnc3rpytggbjzexftu 92 12 on on IN work_q6u36m2psnc3rpytggbjzexftu 92 13 GitHub GitHub NNP work_q6u36m2psnc3rpytggbjzexftu 92 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 92 15 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 92 16 popularity popularity NN work_q6u36m2psnc3rpytggbjzexftu 92 17 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 92 18 continuing continue VBG work_q6u36m2psnc3rpytggbjzexftu 92 19 to to TO work_q6u36m2psnc3rpytggbjzexftu 92 20 grow grow VB work_q6u36m2psnc3rpytggbjzexftu 92 21 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 92 22 Ray Ray NNP work_q6u36m2psnc3rpytggbjzexftu 92 23 et et NNP work_q6u36m2psnc3rpytggbjzexftu 92 24 al al NNP work_q6u36m2psnc3rpytggbjzexftu 92 25 . . NNP work_q6u36m2psnc3rpytggbjzexftu 92 26 , , , work_q6u36m2psnc3rpytggbjzexftu 92 27 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 92 28 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 92 29 . . . work_q6u36m2psnc3rpytggbjzexftu 93 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 93 2 main main JJ work_q6u36m2psnc3rpytggbjzexftu 93 3 challenge challenge NN work_q6u36m2psnc3rpytggbjzexftu 93 4 for for IN work_q6u36m2psnc3rpytggbjzexftu 93 5 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 93 6 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 93 7 with with IN work_q6u36m2psnc3rpytggbjzexftu 93 8 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 93 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 93 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 93 11 lack lack NN work_q6u36m2psnc3rpytggbjzexftu 93 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 93 13 high high JJ work_q6u36m2psnc3rpytggbjzexftu 93 14 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 93 15 quality quality NN work_q6u36m2psnc3rpytggbjzexftu 93 16 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 93 17 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 93 18 compared compare VBN work_q6u36m2psnc3rpytggbjzexftu 93 19 to to IN work_q6u36m2psnc3rpytggbjzexftu 93 20 platforms platform NNS work_q6u36m2psnc3rpytggbjzexftu 93 21 such such JJ work_q6u36m2psnc3rpytggbjzexftu 93 22 as as IN work_q6u36m2psnc3rpytggbjzexftu 93 23 Matlab Matlab NNP work_q6u36m2psnc3rpytggbjzexftu 93 24 and and CC work_q6u36m2psnc3rpytggbjzexftu 93 25 Python Python NNP work_q6u36m2psnc3rpytggbjzexftu 93 26 . . . work_q6u36m2psnc3rpytggbjzexftu 94 1 With with IN work_q6u36m2psnc3rpytggbjzexftu 94 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 94 3 potential potential NN work_q6u36m2psnc3rpytggbjzexftu 94 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 94 5 native native JJ work_q6u36m2psnc3rpytggbjzexftu 94 6 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 94 7 efficiency efficiency NN work_q6u36m2psnc3rpytggbjzexftu 94 8 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 94 9 or or CC work_q6u36m2psnc3rpytggbjzexftu 94 10 better well JJR work_q6u36m2psnc3rpytggbjzexftu 94 11 , , , work_q6u36m2psnc3rpytggbjzexftu 94 12 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 94 13 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 94 14 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 94 15 becoming become VBG work_q6u36m2psnc3rpytggbjzexftu 94 16 available available JJ work_q6u36m2psnc3rpytggbjzexftu 94 17 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 94 18 et et NNP work_q6u36m2psnc3rpytggbjzexftu 94 19 al al NNP work_q6u36m2psnc3rpytggbjzexftu 94 20 . . . work_q6u36m2psnc3rpytggbjzexftu 95 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 95 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 95 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 95 4 , , , work_q6u36m2psnc3rpytggbjzexftu 95 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 95 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 95 7 . . . work_q6u36m2psnc3rpytggbjzexftu 96 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 96 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 96 3 , , , work_q6u36m2psnc3rpytggbjzexftu 96 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 96 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 96 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 96 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 96 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 96 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 96 10 5/24 5/24 CD work_q6u36m2psnc3rpytggbjzexftu 96 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 96 12 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 13 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 14 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 15 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 16 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 17 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 18 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 19 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 20 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 21 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 22 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 23 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 24 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 25 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 26 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 27 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 28 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 29 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 30 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 31 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 32 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 33 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 34 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 35 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 36 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 37 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 38 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 39 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 40 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 41 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 42 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 43 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 44 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 45 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 46 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 47 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 48 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 49 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 50 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 51 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 52 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 53 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 54 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 55 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 56 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 57 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 58 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 59 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 60 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 61 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 62 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 63 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 64 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 96 65 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/mlitb UH work_q6u36m2psnc3rpytggbjzexftu 96 66 https://github.com/software-engineering-amsterdam/MLitB https://github.com/software-engineering-amsterdam/mlitb NN work_q6u36m2psnc3rpytggbjzexftu 96 67 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NN work_q6u36m2psnc3rpytggbjzexftu 96 68 for for IN work_q6u36m2psnc3rpytggbjzexftu 96 69 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 96 70 , , , work_q6u36m2psnc3rpytggbjzexftu 96 71 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 96 72 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 96 73 only only RB work_q6u36m2psnc3rpytggbjzexftu 96 74 a a DT work_q6u36m2psnc3rpytggbjzexftu 96 75 matter matter NN work_q6u36m2psnc3rpytggbjzexftu 96 76 of of IN work_q6u36m2psnc3rpytggbjzexftu 96 77 time time NN work_q6u36m2psnc3rpytggbjzexftu 96 78 before before IN work_q6u36m2psnc3rpytggbjzexftu 96 79 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 96 80 bridges bridge NNS work_q6u36m2psnc3rpytggbjzexftu 96 81 this this DT work_q6u36m2psnc3rpytggbjzexftu 96 82 gap gap NN work_q6u36m2psnc3rpytggbjzexftu 96 83 . . . work_q6u36m2psnc3rpytggbjzexftu 97 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 97 2 recent recent JJ work_q6u36m2psnc3rpytggbjzexftu 97 3 set set NN work_q6u36m2psnc3rpytggbjzexftu 97 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 97 5 benchmarks benchmark NNS work_q6u36m2psnc3rpytggbjzexftu 97 6 showed show VBD work_q6u36m2psnc3rpytggbjzexftu 97 7 that that IN work_q6u36m2psnc3rpytggbjzexftu 97 8 numerical numerical JJ work_q6u36m2psnc3rpytggbjzexftu 97 9 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 97 10 code code NN work_q6u36m2psnc3rpytggbjzexftu 97 11 can can MD work_q6u36m2psnc3rpytggbjzexftu 97 12 be be VB work_q6u36m2psnc3rpytggbjzexftu 97 13 competitive competitive JJ work_q6u36m2psnc3rpytggbjzexftu 97 14 with with IN work_q6u36m2psnc3rpytggbjzexftu 97 15 native native JJ work_q6u36m2psnc3rpytggbjzexftu 97 16 C C NNP work_q6u36m2psnc3rpytggbjzexftu 97 17 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 97 18 Khan Khan NNP work_q6u36m2psnc3rpytggbjzexftu 97 19 et et FW work_q6u36m2psnc3rpytggbjzexftu 97 20 al al NNP work_q6u36m2psnc3rpytggbjzexftu 97 21 . . NNP work_q6u36m2psnc3rpytggbjzexftu 97 22 , , , work_q6u36m2psnc3rpytggbjzexftu 97 23 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 97 24 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 97 25 . . . work_q6u36m2psnc3rpytggbjzexftu 98 1 General general JJ work_q6u36m2psnc3rpytggbjzexftu 98 2 architecture architecture NN work_q6u36m2psnc3rpytggbjzexftu 98 3 and and CC work_q6u36m2psnc3rpytggbjzexftu 98 4 design design NN work_q6u36m2psnc3rpytggbjzexftu 98 5 Design design NN work_q6u36m2psnc3rpytggbjzexftu 98 6 considerations consideration NNS work_q6u36m2psnc3rpytggbjzexftu 98 7 The the DT work_q6u36m2psnc3rpytggbjzexftu 98 8 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 98 9 requirements requirement NNS work_q6u36m2psnc3rpytggbjzexftu 98 10 for for IN work_q6u36m2psnc3rpytggbjzexftu 98 11 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 98 12 are be VBP work_q6u36m2psnc3rpytggbjzexftu 98 13 based base VBN work_q6u36m2psnc3rpytggbjzexftu 98 14 on on IN work_q6u36m2psnc3rpytggbjzexftu 98 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 98 16 scenario scenario NN work_q6u36m2psnc3rpytggbjzexftu 98 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 98 18 running run VBG work_q6u36m2psnc3rpytggbjzexftu 98 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 98 20 network network NN work_q6u36m2psnc3rpytggbjzexftu 98 21 as as IN work_q6u36m2psnc3rpytggbjzexftu 98 22 public public JJ work_q6u36m2psnc3rpytggbjzexftu 98 23 resource resource NN work_q6u36m2psnc3rpytggbjzexftu 98 24 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 98 25 . . . work_q6u36m2psnc3rpytggbjzexftu 99 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 99 2 downside downside NN work_q6u36m2psnc3rpytggbjzexftu 99 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 99 4 public public JJ work_q6u36m2psnc3rpytggbjzexftu 99 5 resource resource NN work_q6u36m2psnc3rpytggbjzexftu 99 6 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 99 7 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 99 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 99 9 lack lack NN work_q6u36m2psnc3rpytggbjzexftu 99 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 99 11 control control NN work_q6u36m2psnc3rpytggbjzexftu 99 12 over over IN work_q6u36m2psnc3rpytggbjzexftu 99 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 99 14 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 99 15 environment environment NN work_q6u36m2psnc3rpytggbjzexftu 99 16 . . . work_q6u36m2psnc3rpytggbjzexftu 100 1 Participants participant NNS work_q6u36m2psnc3rpytggbjzexftu 100 2 are be VBP work_q6u36m2psnc3rpytggbjzexftu 100 3 free free JJ work_q6u36m2psnc3rpytggbjzexftu 100 4 to to TO work_q6u36m2psnc3rpytggbjzexftu 100 5 leave leave VB work_q6u36m2psnc3rpytggbjzexftu 100 6 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 100 7 or or CC work_q6u36m2psnc3rpytggbjzexftu 100 8 join join VB work_q6u36m2psnc3rpytggbjzexftu 100 9 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 100 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 100 11 network network NN work_q6u36m2psnc3rpytggbjzexftu 100 12 at at IN work_q6u36m2psnc3rpytggbjzexftu 100 13 anytime anytime NN work_q6u36m2psnc3rpytggbjzexftu 100 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 100 15 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 100 16 connectivity connectivity NN work_q6u36m2psnc3rpytggbjzexftu 100 17 may may MD work_q6u36m2psnc3rpytggbjzexftu 100 18 be be VB work_q6u36m2psnc3rpytggbjzexftu 100 19 variable variable JJ work_q6u36m2psnc3rpytggbjzexftu 100 20 with with IN work_q6u36m2psnc3rpytggbjzexftu 100 21 high high JJ work_q6u36m2psnc3rpytggbjzexftu 100 22 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 100 23 . . . work_q6u36m2psnc3rpytggbjzexftu 101 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 101 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 101 3 designed design VBN work_q6u36m2psnc3rpytggbjzexftu 101 4 to to TO work_q6u36m2psnc3rpytggbjzexftu 101 5 be be VB work_q6u36m2psnc3rpytggbjzexftu 101 6 robust robust JJ work_q6u36m2psnc3rpytggbjzexftu 101 7 to to IN work_q6u36m2psnc3rpytggbjzexftu 101 8 these these DT work_q6u36m2psnc3rpytggbjzexftu 101 9 potentially potentially RB work_q6u36m2psnc3rpytggbjzexftu 101 10 destabilizing destabilizing JJ work_q6u36m2psnc3rpytggbjzexftu 101 11 events event NNS work_q6u36m2psnc3rpytggbjzexftu 101 12 . . . work_q6u36m2psnc3rpytggbjzexftu 102 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 102 2 loss loss NN work_q6u36m2psnc3rpytggbjzexftu 102 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 102 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 102 5 participant participant NN work_q6u36m2psnc3rpytggbjzexftu 102 6 results result NNS work_q6u36m2psnc3rpytggbjzexftu 102 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 102 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 102 9 loss loss NN work_q6u36m2psnc3rpytggbjzexftu 102 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 102 11 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 102 12 power power NN work_q6u36m2psnc3rpytggbjzexftu 102 13 and and CC work_q6u36m2psnc3rpytggbjzexftu 102 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 102 15 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 102 16 . . . work_q6u36m2psnc3rpytggbjzexftu 103 1 Most most RBS work_q6u36m2psnc3rpytggbjzexftu 103 2 importantly importantly RB work_q6u36m2psnc3rpytggbjzexftu 103 3 , , , work_q6u36m2psnc3rpytggbjzexftu 103 4 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 103 5 must must MD work_q6u36m2psnc3rpytggbjzexftu 103 6 robustly robustly RB work_q6u36m2psnc3rpytggbjzexftu 103 7 handle handle VB work_q6u36m2psnc3rpytggbjzexftu 103 8 new new JJ work_q6u36m2psnc3rpytggbjzexftu 103 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 103 10 lost lose VBN work_q6u36m2psnc3rpytggbjzexftu 103 11 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 103 12 , , , work_q6u36m2psnc3rpytggbjzexftu 103 13 re re NN work_q6u36m2psnc3rpytggbjzexftu 103 14 - - NN work_q6u36m2psnc3rpytggbjzexftu 103 15 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 103 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 103 17 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 103 18 , , , work_q6u36m2psnc3rpytggbjzexftu 103 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 103 20 client client NN work_q6u36m2psnc3rpytggbjzexftu 103 21 variability variability NN work_q6u36m2psnc3rpytggbjzexftu 103 22 in in IN work_q6u36m2psnc3rpytggbjzexftu 103 23 terms term NNS work_q6u36m2psnc3rpytggbjzexftu 103 24 of of IN work_q6u36m2psnc3rpytggbjzexftu 103 25 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 103 26 power power NN work_q6u36m2psnc3rpytggbjzexftu 103 27 , , , work_q6u36m2psnc3rpytggbjzexftu 103 28 storage storage NN work_q6u36m2psnc3rpytggbjzexftu 103 29 capacity capacity NN work_q6u36m2psnc3rpytggbjzexftu 103 30 , , , work_q6u36m2psnc3rpytggbjzexftu 103 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 103 32 network network NN work_q6u36m2psnc3rpytggbjzexftu 103 33 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 103 34 . . . work_q6u36m2psnc3rpytggbjzexftu 104 1 Although although IN work_q6u36m2psnc3rpytggbjzexftu 104 2 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 104 3 are be VBP work_q6u36m2psnc3rpytggbjzexftu 104 4 agnostic agnostic JJ work_q6u36m2psnc3rpytggbjzexftu 104 5 to to IN work_q6u36m2psnc3rpytggbjzexftu 104 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 104 7 specific specific JJ work_q6u36m2psnc3rpytggbjzexftu 104 8 technologies technology NNS work_q6u36m2psnc3rpytggbjzexftu 104 9 used use VBN work_q6u36m2psnc3rpytggbjzexftu 104 10 to to TO work_q6u36m2psnc3rpytggbjzexftu 104 11 fulfill fulfill VB work_q6u36m2psnc3rpytggbjzexftu 104 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 104 13 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 104 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 104 15 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 104 16 , , , work_q6u36m2psnc3rpytggbjzexftu 104 17 in in IN work_q6u36m2psnc3rpytggbjzexftu 104 18 practice practice NN work_q6u36m2psnc3rpytggbjzexftu 104 19 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 104 20 are be VBP work_q6u36m2psnc3rpytggbjzexftu 104 21 guided guide VBN work_q6u36m2psnc3rpytggbjzexftu 104 22 by by IN work_q6u36m2psnc3rpytggbjzexftu 104 23 both both PDT work_q6u36m2psnc3rpytggbjzexftu 104 24 the the DT work_q6u36m2psnc3rpytggbjzexftu 104 25 requirements requirement NNS work_q6u36m2psnc3rpytggbjzexftu 104 26 of of IN work_q6u36m2psnc3rpytggbjzexftu 104 27 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 104 28 and and CC work_q6u36m2psnc3rpytggbjzexftu 104 29 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 104 30 development development NN work_q6u36m2psnc3rpytggbjzexftu 104 31 con- con- NN work_q6u36m2psnc3rpytggbjzexftu 104 32 straints straint NNS work_q6u36m2psnc3rpytggbjzexftu 104 33 . . . work_q6u36m2psnc3rpytggbjzexftu 105 1 Therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 105 2 , , , work_q6u36m2psnc3rpytggbjzexftu 105 3 as as IN work_q6u36m2psnc3rpytggbjzexftu 105 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 105 5 first first JJ work_q6u36m2psnc3rpytggbjzexftu 105 6 step step NN work_q6u36m2psnc3rpytggbjzexftu 105 7 towards towards IN work_q6u36m2psnc3rpytggbjzexftu 105 8 implementing implement VBG work_q6u36m2psnc3rpytggbjzexftu 105 9 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 105 10 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 105 11 , , , work_q6u36m2psnc3rpytggbjzexftu 105 12 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 105 13 chose choose VBD work_q6u36m2psnc3rpytggbjzexftu 105 14 technology technology NN work_q6u36m2psnc3rpytggbjzexftu 105 15 pragmatically pragmatically RB work_q6u36m2psnc3rpytggbjzexftu 105 16 . . . work_q6u36m2psnc3rpytggbjzexftu 106 1 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 106 2 choices choice NNS work_q6u36m2psnc3rpytggbjzexftu 106 3 also also RB work_q6u36m2psnc3rpytggbjzexftu 106 4 follow follow VBP work_q6u36m2psnc3rpytggbjzexftu 106 5 closely closely RB work_q6u36m2psnc3rpytggbjzexftu 106 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 106 7 design design NN work_q6u36m2psnc3rpytggbjzexftu 106 8 principles principle NNS work_q6u36m2psnc3rpytggbjzexftu 106 9 for for IN work_q6u36m2psnc3rpytggbjzexftu 106 10 web web NN work_q6u36m2psnc3rpytggbjzexftu 106 11 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 106 12 based base VBN work_q6u36m2psnc3rpytggbjzexftu 106 13 big big JJ work_q6u36m2psnc3rpytggbjzexftu 106 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 106 15 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 106 16 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 106 17 Begoli Begoli NNP work_q6u36m2psnc3rpytggbjzexftu 106 18 & & CC work_q6u36m2psnc3rpytggbjzexftu 106 19 Horey Horey NNP work_q6u36m2psnc3rpytggbjzexftu 106 20 , , , work_q6u36m2psnc3rpytggbjzexftu 106 21 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 106 22 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 106 23 , , , work_q6u36m2psnc3rpytggbjzexftu 106 24 which which WDT work_q6u36m2psnc3rpytggbjzexftu 106 25 recommend recommend VBP work_q6u36m2psnc3rpytggbjzexftu 106 26 popular popular JJ work_q6u36m2psnc3rpytggbjzexftu 106 27 standards standard NNS work_q6u36m2psnc3rpytggbjzexftu 106 28 and and CC work_q6u36m2psnc3rpytggbjzexftu 106 29 light light JJ work_q6u36m2psnc3rpytggbjzexftu 106 30 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 106 31 weight weight NN work_q6u36m2psnc3rpytggbjzexftu 106 32 architectures architecture NNS work_q6u36m2psnc3rpytggbjzexftu 106 33 . . . work_q6u36m2psnc3rpytggbjzexftu 107 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 107 2 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 107 3 will will MD work_q6u36m2psnc3rpytggbjzexftu 107 4 see see VB work_q6u36m2psnc3rpytggbjzexftu 107 5 , , , work_q6u36m2psnc3rpytggbjzexftu 107 6 some some DT work_q6u36m2psnc3rpytggbjzexftu 107 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 107 8 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 107 9 choices choice NNS work_q6u36m2psnc3rpytggbjzexftu 107 10 may may MD work_q6u36m2psnc3rpytggbjzexftu 107 11 be be VB work_q6u36m2psnc3rpytggbjzexftu 107 12 limiting limit VBG work_q6u36m2psnc3rpytggbjzexftu 107 13 at at IN work_q6u36m2psnc3rpytggbjzexftu 107 14 large large JJ work_q6u36m2psnc3rpytggbjzexftu 107 15 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 107 16 , , , work_q6u36m2psnc3rpytggbjzexftu 107 17 but but CC work_q6u36m2psnc3rpytggbjzexftu 107 18 they -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 107 19 have have VBP work_q6u36m2psnc3rpytggbjzexftu 107 20 permitted permit VBN work_q6u36m2psnc3rpytggbjzexftu 107 21 a a DT work_q6u36m2psnc3rpytggbjzexftu 107 22 successful successful JJ work_q6u36m2psnc3rpytggbjzexftu 107 23 small small JJ work_q6u36m2psnc3rpytggbjzexftu 107 24 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 107 25 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 107 26 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 107 27 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 107 28 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 107 29 with with IN work_q6u36m2psnc3rpytggbjzexftu 107 30 up up IN work_q6u36m2psnc3rpytggbjzexftu 107 31 to to TO work_q6u36m2psnc3rpytggbjzexftu 107 32 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 107 33 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 107 34 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 107 35 . . . work_q6u36m2psnc3rpytggbjzexftu 108 1 Figure figure NN work_q6u36m2psnc3rpytggbjzexftu 108 2 2 2 CD work_q6u36m2psnc3rpytggbjzexftu 108 3 shows show VBZ work_q6u36m2psnc3rpytggbjzexftu 108 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 108 5 high high JJ work_q6u36m2psnc3rpytggbjzexftu 108 6 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 108 7 level level NN work_q6u36m2psnc3rpytggbjzexftu 108 8 architecture architecture NN work_q6u36m2psnc3rpytggbjzexftu 108 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 108 10 web web NN work_q6u36m2psnc3rpytggbjzexftu 108 11 technologies technology NNS work_q6u36m2psnc3rpytggbjzexftu 108 12 used use VBN work_q6u36m2psnc3rpytggbjzexftu 108 13 in in IN work_q6u36m2psnc3rpytggbjzexftu 108 14 MLitB. MLitB. NNP work_q6u36m2psnc3rpytggbjzexftu 109 1 Modern modern JJ work_q6u36m2psnc3rpytggbjzexftu 109 2 web web NN work_q6u36m2psnc3rpytggbjzexftu 109 3 browsers browser NNS work_q6u36m2psnc3rpytggbjzexftu 109 4 provide provide VBP work_q6u36m2psnc3rpytggbjzexftu 109 5 functionality functionality NN work_q6u36m2psnc3rpytggbjzexftu 109 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 109 7 two two CD work_q6u36m2psnc3rpytggbjzexftu 109 8 essential essential JJ work_q6u36m2psnc3rpytggbjzexftu 109 9 aspects aspect NNS work_q6u36m2psnc3rpytggbjzexftu 109 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 109 11 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 109 12 : : : work_q6u36m2psnc3rpytggbjzexftu 109 13 Web Web NNP work_q6u36m2psnc3rpytggbjzexftu 109 14 Workers Workers NNPS work_q6u36m2psnc3rpytggbjzexftu 109 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 109 16 W3C W3C NNP work_q6u36m2psnc3rpytggbjzexftu 109 17 , , , work_q6u36m2psnc3rpytggbjzexftu 109 18 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 109 19 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 109 20 for for IN work_q6u36m2psnc3rpytggbjzexftu 109 21 parallelizing parallelize VBG work_q6u36m2psnc3rpytggbjzexftu 109 22 program program NN work_q6u36m2psnc3rpytggbjzexftu 109 23 execution execution NN work_q6u36m2psnc3rpytggbjzexftu 109 24 with with IN work_q6u36m2psnc3rpytggbjzexftu 109 25 threads thread NNS work_q6u36m2psnc3rpytggbjzexftu 109 26 and and CC work_q6u36m2psnc3rpytggbjzexftu 109 27 Web web NN work_q6u36m2psnc3rpytggbjzexftu 109 28 Sockets Sockets NNPS work_q6u36m2psnc3rpytggbjzexftu 109 29 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 109 30 IETF IETF NNP work_q6u36m2psnc3rpytggbjzexftu 109 31 , , , work_q6u36m2psnc3rpytggbjzexftu 109 32 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 109 33 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 109 34 for for IN work_q6u36m2psnc3rpytggbjzexftu 109 35 fast fast JJ work_q6u36m2psnc3rpytggbjzexftu 109 36 bi bi JJ work_q6u36m2psnc3rpytggbjzexftu 109 37 - - JJ work_q6u36m2psnc3rpytggbjzexftu 109 38 directional directional JJ work_q6u36m2psnc3rpytggbjzexftu 109 39 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 109 40 channels channel NNS work_q6u36m2psnc3rpytggbjzexftu 109 41 to to TO work_q6u36m2psnc3rpytggbjzexftu 109 42 exchange exchange VB work_q6u36m2psnc3rpytggbjzexftu 109 43 messages message NNS work_q6u36m2psnc3rpytggbjzexftu 109 44 more more RBR work_q6u36m2psnc3rpytggbjzexftu 109 45 quickly quickly RB work_q6u36m2psnc3rpytggbjzexftu 109 46 between between IN work_q6u36m2psnc3rpytggbjzexftu 109 47 server server NN work_q6u36m2psnc3rpytggbjzexftu 109 48 and and CC work_q6u36m2psnc3rpytggbjzexftu 109 49 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 109 50 . . . work_q6u36m2psnc3rpytggbjzexftu 110 1 To to TO work_q6u36m2psnc3rpytggbjzexftu 110 2 maintain maintain VB work_q6u36m2psnc3rpytggbjzexftu 110 3 compatibility compatibility NN work_q6u36m2psnc3rpytggbjzexftu 110 4 across across IN work_q6u36m2psnc3rpytggbjzexftu 110 5 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 110 6 vendors vendor NNS work_q6u36m2psnc3rpytggbjzexftu 110 7 , , , work_q6u36m2psnc3rpytggbjzexftu 110 8 there there EX work_q6u36m2psnc3rpytggbjzexftu 110 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 110 10 little little JJ work_q6u36m2psnc3rpytggbjzexftu 110 11 choice choice NN work_q6u36m2psnc3rpytggbjzexftu 110 12 for for IN work_q6u36m2psnc3rpytggbjzexftu 110 13 alternatives alternative NNS work_q6u36m2psnc3rpytggbjzexftu 110 14 to to IN work_q6u36m2psnc3rpytggbjzexftu 110 15 Web web NN work_q6u36m2psnc3rpytggbjzexftu 110 16 Workers Workers NNPS work_q6u36m2psnc3rpytggbjzexftu 110 17 and and CC work_q6u36m2psnc3rpytggbjzexftu 110 18 Web web NN work_q6u36m2psnc3rpytggbjzexftu 110 19 Sockets socket NNS work_q6u36m2psnc3rpytggbjzexftu 110 20 . . . work_q6u36m2psnc3rpytggbjzexftu 111 1 These these DT work_q6u36m2psnc3rpytggbjzexftu 111 2 same same JJ work_q6u36m2psnc3rpytggbjzexftu 111 3 choices choice NNS work_q6u36m2psnc3rpytggbjzexftu 111 4 are be VBP work_q6u36m2psnc3rpytggbjzexftu 111 5 also also RB work_q6u36m2psnc3rpytggbjzexftu 111 6 used use VBN work_q6u36m2psnc3rpytggbjzexftu 111 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 111 8 another another DT work_q6u36m2psnc3rpytggbjzexftu 111 9 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 111 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 111 11 based base VBN work_q6u36m2psnc3rpytggbjzexftu 111 12 distributed distributed JJ work_q6u36m2psnc3rpytggbjzexftu 111 13 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 111 14 platform platform NN work_q6u36m2psnc3rpytggbjzexftu 111 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 111 16 Cushing Cushing NNP work_q6u36m2psnc3rpytggbjzexftu 111 17 et et NNP work_q6u36m2psnc3rpytggbjzexftu 111 18 al al NNP work_q6u36m2psnc3rpytggbjzexftu 111 19 . . NNP work_q6u36m2psnc3rpytggbjzexftu 111 20 , , , work_q6u36m2psnc3rpytggbjzexftu 111 21 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 111 22 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 111 23 . . . work_q6u36m2psnc3rpytggbjzexftu 112 1 On on IN work_q6u36m2psnc3rpytggbjzexftu 112 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 112 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 112 4 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 112 5 side side NN work_q6u36m2psnc3rpytggbjzexftu 112 6 , , , work_q6u36m2psnc3rpytggbjzexftu 112 7 there there EX work_q6u36m2psnc3rpytggbjzexftu 112 8 are be VBP work_q6u36m2psnc3rpytggbjzexftu 112 9 many many JJ work_q6u36m2psnc3rpytggbjzexftu 112 10 choices choice NNS work_q6u36m2psnc3rpytggbjzexftu 112 11 that that WDT work_q6u36m2psnc3rpytggbjzexftu 112 12 can can MD work_q6u36m2psnc3rpytggbjzexftu 112 13 be be VB work_q6u36m2psnc3rpytggbjzexftu 112 14 made make VBN work_q6u36m2psnc3rpytggbjzexftu 112 15 based base VBN work_q6u36m2psnc3rpytggbjzexftu 112 16 on on IN work_q6u36m2psnc3rpytggbjzexftu 112 17 scalability scalability NN work_q6u36m2psnc3rpytggbjzexftu 112 18 , , , work_q6u36m2psnc3rpytggbjzexftu 112 19 memory memory NN work_q6u36m2psnc3rpytggbjzexftu 112 20 management management NN work_q6u36m2psnc3rpytggbjzexftu 112 21 , , , work_q6u36m2psnc3rpytggbjzexftu 112 22 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 112 23 . . . work_q6u36m2psnc3rpytggbjzexftu 113 1 However however RB work_q6u36m2psnc3rpytggbjzexftu 113 2 , , , work_q6u36m2psnc3rpytggbjzexftu 113 3 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 113 4 chose choose VBD work_q6u36m2psnc3rpytggbjzexftu 113 5 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 113 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 113 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 113 8 server server NN work_q6u36m2psnc3rpytggbjzexftu 113 9 application application NN work_q6u36m2psnc3rpytggbjzexftu 113 10 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 113 11 http:/ http:/ NNS work_q6u36m2psnc3rpytggbjzexftu 113 12 /nodejs.org /nodejs.org . work_q6u36m2psnc3rpytggbjzexftu 113 13 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 113 14 . . . work_q6u36m2psnc3rpytggbjzexftu 114 1 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 114 2 provides provide VBZ work_q6u36m2psnc3rpytggbjzexftu 114 3 several several JJ work_q6u36m2psnc3rpytggbjzexftu 114 4 useful useful JJ work_q6u36m2psnc3rpytggbjzexftu 114 5 features feature NNS work_q6u36m2psnc3rpytggbjzexftu 114 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 114 7 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 114 8 application application NN work_q6u36m2psnc3rpytggbjzexftu 114 9 : : : work_q6u36m2psnc3rpytggbjzexftu 114 10 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 114 11 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 114 12 lightweight lightweight JJ work_q6u36m2psnc3rpytggbjzexftu 114 13 , , , work_q6u36m2psnc3rpytggbjzexftu 114 14 written write VBN work_q6u36m2psnc3rpytggbjzexftu 114 15 in in IN work_q6u36m2psnc3rpytggbjzexftu 114 16 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 114 17 , , , work_q6u36m2psnc3rpytggbjzexftu 114 18 handles handle VBZ work_q6u36m2psnc3rpytggbjzexftu 114 19 events event NNS work_q6u36m2psnc3rpytggbjzexftu 114 20 asynchronously asynchronously RB work_q6u36m2psnc3rpytggbjzexftu 114 21 , , , work_q6u36m2psnc3rpytggbjzexftu 114 22 and and CC work_q6u36m2psnc3rpytggbjzexftu 114 23 can can MD work_q6u36m2psnc3rpytggbjzexftu 114 24 serve serve VB work_q6u36m2psnc3rpytggbjzexftu 114 25 many many JJ work_q6u36m2psnc3rpytggbjzexftu 114 26 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 114 27 concurrently concurrently RB work_q6u36m2psnc3rpytggbjzexftu 114 28 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 114 29 Tilkov Tilkov NNP work_q6u36m2psnc3rpytggbjzexftu 114 30 & & CC work_q6u36m2psnc3rpytggbjzexftu 114 31 Vinoski Vinoski NNP work_q6u36m2psnc3rpytggbjzexftu 114 32 , , , work_q6u36m2psnc3rpytggbjzexftu 114 33 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 114 34 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 114 35 . . . work_q6u36m2psnc3rpytggbjzexftu 115 1 Asynchronous asynchronous JJ work_q6u36m2psnc3rpytggbjzexftu 115 2 events event NNS work_q6u36m2psnc3rpytggbjzexftu 115 3 occur occur VBP work_q6u36m2psnc3rpytggbjzexftu 115 4 naturally naturally RB work_q6u36m2psnc3rpytggbjzexftu 115 5 in in IN work_q6u36m2psnc3rpytggbjzexftu 115 6 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 115 7 as as IN work_q6u36m2psnc3rpytggbjzexftu 115 8 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 115 9 join join VBP work_q6u36m2psnc3rpytggbjzexftu 115 10 / / SYM work_q6u36m2psnc3rpytggbjzexftu 115 11 leave leave VB work_q6u36m2psnc3rpytggbjzexftu 115 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 115 13 network network NN work_q6u36m2psnc3rpytggbjzexftu 115 14 , , , work_q6u36m2psnc3rpytggbjzexftu 115 15 client client NN work_q6u36m2psnc3rpytggbjzexftu 115 16 computations computation NNS work_q6u36m2psnc3rpytggbjzexftu 115 17 are be VBP work_q6u36m2psnc3rpytggbjzexftu 115 18 received receive VBN work_q6u36m2psnc3rpytggbjzexftu 115 19 by by IN work_q6u36m2psnc3rpytggbjzexftu 115 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 115 21 server server NN work_q6u36m2psnc3rpytggbjzexftu 115 22 , , , work_q6u36m2psnc3rpytggbjzexftu 115 23 users user NNS work_q6u36m2psnc3rpytggbjzexftu 115 24 add add VBP work_q6u36m2psnc3rpytggbjzexftu 115 25 new new JJ work_q6u36m2psnc3rpytggbjzexftu 115 26 models model NNS work_q6u36m2psnc3rpytggbjzexftu 115 27 and and CC work_q6u36m2psnc3rpytggbjzexftu 115 28 otherwise otherwise RB work_q6u36m2psnc3rpytggbjzexftu 115 29 interact interact VB work_q6u36m2psnc3rpytggbjzexftu 115 30 with with IN work_q6u36m2psnc3rpytggbjzexftu 115 31 the the DT work_q6u36m2psnc3rpytggbjzexftu 115 32 server server NN work_q6u36m2psnc3rpytggbjzexftu 115 33 . . . work_q6u36m2psnc3rpytggbjzexftu 116 1 Since since IN work_q6u36m2psnc3rpytggbjzexftu 116 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 116 3 main main JJ work_q6u36m2psnc3rpytggbjzexftu 116 4 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 116 5 load load NN work_q6u36m2psnc3rpytggbjzexftu 116 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 116 7 carried carry VBN work_q6u36m2psnc3rpytggbjzexftu 116 8 by by IN work_q6u36m2psnc3rpytggbjzexftu 116 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 116 10 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 116 11 , , , work_q6u36m2psnc3rpytggbjzexftu 116 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 116 13 not not RB work_q6u36m2psnc3rpytggbjzexftu 116 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 116 15 server server NN work_q6u36m2psnc3rpytggbjzexftu 116 16 , , , work_q6u36m2psnc3rpytggbjzexftu 116 17 a a DT work_q6u36m2psnc3rpytggbjzexftu 116 18 light light JJ work_q6u36m2psnc3rpytggbjzexftu 116 19 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 116 20 weight weight NN work_q6u36m2psnc3rpytggbjzexftu 116 21 server server NN work_q6u36m2psnc3rpytggbjzexftu 116 22 that that WDT work_q6u36m2psnc3rpytggbjzexftu 116 23 can can MD work_q6u36m2psnc3rpytggbjzexftu 116 24 handle handle VB work_q6u36m2psnc3rpytggbjzexftu 116 25 many many JJ work_q6u36m2psnc3rpytggbjzexftu 116 26 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 116 27 concurrently concurrently RB work_q6u36m2psnc3rpytggbjzexftu 116 28 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 116 29 all all DT work_q6u36m2psnc3rpytggbjzexftu 116 30 that that WDT work_q6u36m2psnc3rpytggbjzexftu 116 31 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 116 32 required require VBN work_q6u36m2psnc3rpytggbjzexftu 116 33 by by IN work_q6u36m2psnc3rpytggbjzexftu 116 34 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 117 1 Design design NN work_q6u36m2psnc3rpytggbjzexftu 117 2 overview overview VBP work_q6u36m2psnc3rpytggbjzexftu 117 3 The the DT work_q6u36m2psnc3rpytggbjzexftu 117 4 general general JJ work_q6u36m2psnc3rpytggbjzexftu 117 5 design design NN work_q6u36m2psnc3rpytggbjzexftu 117 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 117 7 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 117 8 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 117 9 composed compose VBN work_q6u36m2psnc3rpytggbjzexftu 117 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 117 11 several several JJ work_q6u36m2psnc3rpytggbjzexftu 117 12 parts part NNS work_q6u36m2psnc3rpytggbjzexftu 117 13 . . . work_q6u36m2psnc3rpytggbjzexftu 118 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 118 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 118 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 118 4 hosts host VBZ work_q6u36m2psnc3rpytggbjzexftu 118 5 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 118 6 problems problem NNS work_q6u36m2psnc3rpytggbjzexftu 118 7 / / SYM work_q6u36m2psnc3rpytggbjzexftu 118 8 projects project NNS work_q6u36m2psnc3rpytggbjzexftu 118 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 118 10 connects connect NNS work_q6u36m2psnc3rpytggbjzexftu 118 11 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 118 12 to to IN work_q6u36m2psnc3rpytggbjzexftu 118 13 them -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 118 14 . . . work_q6u36m2psnc3rpytggbjzexftu 119 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 119 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 119 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 119 4 also also RB work_q6u36m2psnc3rpytggbjzexftu 119 5 manages manage VBZ work_q6u36m2psnc3rpytggbjzexftu 119 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 119 7 main main JJ work_q6u36m2psnc3rpytggbjzexftu 119 8 event event NN work_q6u36m2psnc3rpytggbjzexftu 119 9 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 119 10 , , , work_q6u36m2psnc3rpytggbjzexftu 119 11 where where WRB work_q6u36m2psnc3rpytggbjzexftu 119 12 client client NN work_q6u36m2psnc3rpytggbjzexftu 119 13 triggered trigger VBD work_q6u36m2psnc3rpytggbjzexftu 119 14 events event NNS work_q6u36m2psnc3rpytggbjzexftu 119 15 are be VBP work_q6u36m2psnc3rpytggbjzexftu 119 16 handled handle VBN work_q6u36m2psnc3rpytggbjzexftu 119 17 , , , work_q6u36m2psnc3rpytggbjzexftu 119 18 along along IN work_q6u36m2psnc3rpytggbjzexftu 119 19 with with IN work_q6u36m2psnc3rpytggbjzexftu 119 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 119 21 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 119 22 steps step NNS work_q6u36m2psnc3rpytggbjzexftu 119 23 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 119 24 et et NNP work_q6u36m2psnc3rpytggbjzexftu 119 25 al al NNP work_q6u36m2psnc3rpytggbjzexftu 119 26 . . . work_q6u36m2psnc3rpytggbjzexftu 120 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 120 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 120 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 120 4 , , , work_q6u36m2psnc3rpytggbjzexftu 120 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 120 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 120 7 . . . work_q6u36m2psnc3rpytggbjzexftu 121 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 121 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 121 3 , , , work_q6u36m2psnc3rpytggbjzexftu 121 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 121 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 121 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 121 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 121 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 121 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 121 10 6/24 6/24 CD work_q6u36m2psnc3rpytggbjzexftu 121 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNS work_q6u36m2psnc3rpytggbjzexftu 121 12 http://nodejs.org http://nodejs.org NNP work_q6u36m2psnc3rpytggbjzexftu 121 13 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 14 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 15 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 16 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 17 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 18 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 19 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 20 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 21 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 22 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 23 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 24 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 25 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 26 http://nodejs.org http://nodejs.org NN work_q6u36m2psnc3rpytggbjzexftu 121 27 http://nodejs.org http://nodejs.org NNP work_q6u36m2psnc3rpytggbjzexftu 121 28 http://nodejs.org http://nodejs.org NNP work_q6u36m2psnc3rpytggbjzexftu 121 29 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NN work_q6u36m2psnc3rpytggbjzexftu 121 30 Figure Figure NNP work_q6u36m2psnc3rpytggbjzexftu 121 31 2 2 CD work_q6u36m2psnc3rpytggbjzexftu 121 32 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 121 33 architecture architecture NN work_q6u36m2psnc3rpytggbjzexftu 121 34 and and CC work_q6u36m2psnc3rpytggbjzexftu 121 35 technologies technology NNS work_q6u36m2psnc3rpytggbjzexftu 121 36 . . . work_q6u36m2psnc3rpytggbjzexftu 122 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 122 2 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 122 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 122 4 Servers server NNS work_q6u36m2psnc3rpytggbjzexftu 122 5 are be VBP work_q6u36m2psnc3rpytggbjzexftu 122 6 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 122 7 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 122 8 . . . work_q6u36m2psnc3rpytggbjzexftu 123 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 123 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 123 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 123 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 123 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 123 6 main main JJ work_q6u36m2psnc3rpytggbjzexftu 123 7 server server NN work_q6u36m2psnc3rpytggbjzexftu 123 8 controlling control VBG work_q6u36m2psnc3rpytggbjzexftu 123 9 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 123 10 between between IN work_q6u36m2psnc3rpytggbjzexftu 123 11 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 123 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 123 13 hosts host VBZ work_q6u36m2psnc3rpytggbjzexftu 123 14 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 123 15 projects project NNS work_q6u36m2psnc3rpytggbjzexftu 123 16 . . . work_q6u36m2psnc3rpytggbjzexftu 124 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 124 2 2 2 LS work_q6u36m2psnc3rpytggbjzexftu 124 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 124 4 Communication communication NN work_q6u36m2psnc3rpytggbjzexftu 124 5 between between IN work_q6u36m2psnc3rpytggbjzexftu 124 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 124 7 master master NN work_q6u36m2psnc3rpytggbjzexftu 124 8 server server NN work_q6u36m2psnc3rpytggbjzexftu 124 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 124 10 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 124 11 occurs occur VBZ work_q6u36m2psnc3rpytggbjzexftu 124 12 over over IN work_q6u36m2psnc3rpytggbjzexftu 124 13 Web web NN work_q6u36m2psnc3rpytggbjzexftu 124 14 Sockets socket NNS work_q6u36m2psnc3rpytggbjzexftu 124 15 . . . work_q6u36m2psnc3rpytggbjzexftu 125 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 125 2 3 3 LS work_q6u36m2psnc3rpytggbjzexftu 125 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 125 4 When when WRB work_q6u36m2psnc3rpytggbjzexftu 125 5 heterogeneous heterogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 125 6 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 125 7 connect connect VB work_q6u36m2psnc3rpytggbjzexftu 125 8 to to IN work_q6u36m2psnc3rpytggbjzexftu 125 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 125 10 master master NN work_q6u36m2psnc3rpytggbjzexftu 125 11 server server NN work_q6u36m2psnc3rpytggbjzexftu 125 12 they -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 125 13 use use VBP work_q6u36m2psnc3rpytggbjzexftu 125 14 Web Web NNP work_q6u36m2psnc3rpytggbjzexftu 125 15 Workers Workers NNPS work_q6u36m2psnc3rpytggbjzexftu 125 16 to to TO work_q6u36m2psnc3rpytggbjzexftu 125 17 perform perform VB work_q6u36m2psnc3rpytggbjzexftu 125 18 different different JJ work_q6u36m2psnc3rpytggbjzexftu 125 19 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 125 20 . . . work_q6u36m2psnc3rpytggbjzexftu 126 1 Upon upon IN work_q6u36m2psnc3rpytggbjzexftu 126 2 connection connection NN work_q6u36m2psnc3rpytggbjzexftu 126 3 , , , work_q6u36m2psnc3rpytggbjzexftu 126 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 126 5 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 126 6 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 126 7 , , , work_q6u36m2psnc3rpytggbjzexftu 126 8 or or CC work_q6u36m2psnc3rpytggbjzexftu 126 9 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 126 10 , , , work_q6u36m2psnc3rpytggbjzexftu 126 11 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 126 12 instantiated instantiate VBN work_q6u36m2psnc3rpytggbjzexftu 126 13 . . . work_q6u36m2psnc3rpytggbjzexftu 127 1 Web web NN work_q6u36m2psnc3rpytggbjzexftu 127 2 Workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 127 3 perform perform VBP work_q6u36m2psnc3rpytggbjzexftu 127 4 all all PDT work_q6u36m2psnc3rpytggbjzexftu 127 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 127 6 other other JJ work_q6u36m2psnc3rpytggbjzexftu 127 7 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 127 8 on on IN work_q6u36m2psnc3rpytggbjzexftu 127 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 127 10 client client NN work_q6u36m2psnc3rpytggbjzexftu 127 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 127 12 are be VBP work_q6u36m2psnc3rpytggbjzexftu 127 13 controlled control VBN work_q6u36m2psnc3rpytggbjzexftu 127 14 by by IN work_q6u36m2psnc3rpytggbjzexftu 127 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 127 16 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 127 17 . . . work_q6u36m2psnc3rpytggbjzexftu 128 1 See see VB work_q6u36m2psnc3rpytggbjzexftu 128 2 Fig Fig NNP work_q6u36m2psnc3rpytggbjzexftu 128 3 . . . work_q6u36m2psnc3rpytggbjzexftu 129 1 3 3 CD work_q6u36m2psnc3rpytggbjzexftu 129 2 for for IN work_q6u36m2psnc3rpytggbjzexftu 129 3 details detail NNS work_q6u36m2psnc3rpytggbjzexftu 129 4 . . . work_q6u36m2psnc3rpytggbjzexftu 130 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 130 2 4 4 LS work_q6u36m2psnc3rpytggbjzexftu 130 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 130 4 A a DT work_q6u36m2psnc3rpytggbjzexftu 130 5 special special JJ work_q6u36m2psnc3rpytggbjzexftu 130 6 data data NN work_q6u36m2psnc3rpytggbjzexftu 130 7 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 130 8 on on IN work_q6u36m2psnc3rpytggbjzexftu 130 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 130 10 client client NN work_q6u36m2psnc3rpytggbjzexftu 130 11 communicates communicate NNS work_q6u36m2psnc3rpytggbjzexftu 130 12 with with IN work_q6u36m2psnc3rpytggbjzexftu 130 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 130 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 130 15 server server NN work_q6u36m2psnc3rpytggbjzexftu 130 16 using use VBG work_q6u36m2psnc3rpytggbjzexftu 130 17 XHR XHR NNP work_q6u36m2psnc3rpytggbjzexftu 130 18 . . . work_q6u36m2psnc3rpytggbjzexftu 131 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 131 2 5 5 LS work_q6u36m2psnc3rpytggbjzexftu 131 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 131 4 The the DT work_q6u36m2psnc3rpytggbjzexftu 131 5 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 131 6 server server NN work_q6u36m2psnc3rpytggbjzexftu 131 7 , , , work_q6u36m2psnc3rpytggbjzexftu 131 8 also also RB work_q6u36m2psnc3rpytggbjzexftu 131 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 131 10 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 131 11 application application NN work_q6u36m2psnc3rpytggbjzexftu 131 12 , , , work_q6u36m2psnc3rpytggbjzexftu 131 13 manages manage VBZ work_q6u36m2psnc3rpytggbjzexftu 131 14 uploading uploading JJ work_q6u36m2psnc3rpytggbjzexftu 131 15 of of IN work_q6u36m2psnc3rpytggbjzexftu 131 16 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 131 17 in in IN work_q6u36m2psnc3rpytggbjzexftu 131 18 zip zip NN work_q6u36m2psnc3rpytggbjzexftu 131 19 format format NN work_q6u36m2psnc3rpytggbjzexftu 131 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 131 21 serves serve VBZ work_q6u36m2psnc3rpytggbjzexftu 131 22 data data NN work_q6u36m2psnc3rpytggbjzexftu 131 23 vectors vector NNS work_q6u36m2psnc3rpytggbjzexftu 131 24 to to IN work_q6u36m2psnc3rpytggbjzexftu 131 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 131 26 client client NN work_q6u36m2psnc3rpytggbjzexftu 131 27 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 131 28 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 131 29 . . . work_q6u36m2psnc3rpytggbjzexftu 132 1 Icon Icon NNP work_q6u36m2psnc3rpytggbjzexftu 132 2 made make VBN work_q6u36m2psnc3rpytggbjzexftu 132 3 by by IN work_q6u36m2psnc3rpytggbjzexftu 132 4 Freepik Freepik NNP work_q6u36m2psnc3rpytggbjzexftu 132 5 from from IN work_q6u36m2psnc3rpytggbjzexftu 132 6 www.flaticon.com www.flaticon.com ADD work_q6u36m2psnc3rpytggbjzexftu 132 7 . . . work_q6u36m2psnc3rpytggbjzexftu 133 1 of of IN work_q6u36m2psnc3rpytggbjzexftu 133 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 133 3 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 133 4 bespoke bespoke NN work_q6u36m2psnc3rpytggbjzexftu 133 5 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 133 6 map map NN work_q6u36m2psnc3rpytggbjzexftu 133 7 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 133 8 reduce reduce VB work_q6u36m2psnc3rpytggbjzexftu 133 9 procedure procedure NN work_q6u36m2psnc3rpytggbjzexftu 133 10 used use VBN work_q6u36m2psnc3rpytggbjzexftu 133 11 for for IN work_q6u36m2psnc3rpytggbjzexftu 133 12 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 133 13 . . . work_q6u36m2psnc3rpytggbjzexftu 134 1 When when WRB work_q6u36m2psnc3rpytggbjzexftu 134 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 134 3 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 134 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 134 5 i.e. i.e. FW work_q6u36m2psnc3rpytggbjzexftu 134 6 , , , work_q6u36m2psnc3rpytggbjzexftu 134 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 134 8 heterogeneous heterogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 134 9 device device NN work_q6u36m2psnc3rpytggbjzexftu 134 10 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 134 11 makes make VBZ work_q6u36m2psnc3rpytggbjzexftu 134 12 an an DT work_q6u36m2psnc3rpytggbjzexftu 134 13 initial initial JJ work_q6u36m2psnc3rpytggbjzexftu 134 14 connection connection NN work_q6u36m2psnc3rpytggbjzexftu 134 15 to to IN work_q6u36m2psnc3rpytggbjzexftu 134 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 134 17 master master NN work_q6u36m2psnc3rpytggbjzexftu 134 18 server server NN work_q6u36m2psnc3rpytggbjzexftu 134 19 , , , work_q6u36m2psnc3rpytggbjzexftu 134 20 a a DT work_q6u36m2psnc3rpytggbjzexftu 134 21 user user NN work_q6u36m2psnc3rpytggbjzexftu 134 22 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 134 23 interface interface NN work_q6u36m2psnc3rpytggbjzexftu 134 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 134 25 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 134 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 134 27 client client NN work_q6u36m2psnc3rpytggbjzexftu 134 28 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 134 29 also also RB work_q6u36m2psnc3rpytggbjzexftu 134 30 known know VBN work_q6u36m2psnc3rpytggbjzexftu 134 31 as as IN work_q6u36m2psnc3rpytggbjzexftu 134 32 a a DT work_q6u36m2psnc3rpytggbjzexftu 134 33 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 134 34 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 134 35 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 134 36 instantiated instantiate VBN work_q6u36m2psnc3rpytggbjzexftu 134 37 . . . work_q6u36m2psnc3rpytggbjzexftu 135 1 Through through IN work_q6u36m2psnc3rpytggbjzexftu 135 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 135 3 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 135 4 , , , work_q6u36m2psnc3rpytggbjzexftu 135 5 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 135 6 can can MD work_q6u36m2psnc3rpytggbjzexftu 135 7 add add VB work_q6u36m2psnc3rpytggbjzexftu 135 8 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 135 9 that that WDT work_q6u36m2psnc3rpytggbjzexftu 135 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 135 11 perform perform VB work_q6u36m2psnc3rpytggbjzexftu 135 12 different different JJ work_q6u36m2psnc3rpytggbjzexftu 135 13 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 135 14 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 135 15 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 135 16 , , , work_q6u36m2psnc3rpytggbjzexftu 135 17 train train VB work_q6u36m2psnc3rpytggbjzexftu 135 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 135 19 model model NN work_q6u36m2psnc3rpytggbjzexftu 135 20 , , , work_q6u36m2psnc3rpytggbjzexftu 135 21 download download JJ work_q6u36m2psnc3rpytggbjzexftu 135 22 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 135 23 , , , work_q6u36m2psnc3rpytggbjzexftu 135 24 take take VB work_q6u36m2psnc3rpytggbjzexftu 135 25 a a DT work_q6u36m2psnc3rpytggbjzexftu 135 26 picture picture NN work_q6u36m2psnc3rpytggbjzexftu 135 27 , , , work_q6u36m2psnc3rpytggbjzexftu 135 28 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 135 29 . . . work_q6u36m2psnc3rpytggbjzexftu 135 30 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 135 31 . . . work_q6u36m2psnc3rpytggbjzexftu 136 1 An an DT work_q6u36m2psnc3rpytggbjzexftu 136 2 independent independent JJ work_q6u36m2psnc3rpytggbjzexftu 136 3 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 136 4 server server NN work_q6u36m2psnc3rpytggbjzexftu 136 5 serves serve VBZ work_q6u36m2psnc3rpytggbjzexftu 136 6 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 136 7 to to IN work_q6u36m2psnc3rpytggbjzexftu 136 8 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 136 9 using use VBG work_q6u36m2psnc3rpytggbjzexftu 136 10 zip zip NN work_q6u36m2psnc3rpytggbjzexftu 136 11 files file NNS work_q6u36m2psnc3rpytggbjzexftu 136 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 136 13 prevents prevent VBZ work_q6u36m2psnc3rpytggbjzexftu 136 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 136 15 master master NN work_q6u36m2psnc3rpytggbjzexftu 136 16 server server NN work_q6u36m2psnc3rpytggbjzexftu 136 17 from from IN work_q6u36m2psnc3rpytggbjzexftu 136 18 blocking block VBG work_q6u36m2psnc3rpytggbjzexftu 136 19 while while IN work_q6u36m2psnc3rpytggbjzexftu 136 20 serving serve VBG work_q6u36m2psnc3rpytggbjzexftu 136 21 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 136 22 . . . work_q6u36m2psnc3rpytggbjzexftu 137 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 137 2 efficiency efficiency NN work_q6u36m2psnc3rpytggbjzexftu 137 3 , , , work_q6u36m2psnc3rpytggbjzexftu 137 4 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 137 5 transfer transfer NN work_q6u36m2psnc3rpytggbjzexftu 137 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 137 7 performed perform VBN work_q6u36m2psnc3rpytggbjzexftu 137 8 using use VBG work_q6u36m2psnc3rpytggbjzexftu 137 9 XHR.2 XHR.2 NNP work_q6u36m2psnc3rpytggbjzexftu 137 10 Trained train VBN work_q6u36m2psnc3rpytggbjzexftu 137 11 models model NNS work_q6u36m2psnc3rpytggbjzexftu 137 12 can can MD work_q6u36m2psnc3rpytggbjzexftu 137 13 be be VB work_q6u36m2psnc3rpytggbjzexftu 137 14 saved save VBN work_q6u36m2psnc3rpytggbjzexftu 137 15 into into IN work_q6u36m2psnc3rpytggbjzexftu 137 16 JSON JSON NNP work_q6u36m2psnc3rpytggbjzexftu 137 17 objects object NNS work_q6u36m2psnc3rpytggbjzexftu 137 18 at at IN work_q6u36m2psnc3rpytggbjzexftu 137 19 any any DT work_q6u36m2psnc3rpytggbjzexftu 137 20 point point NN work_q6u36m2psnc3rpytggbjzexftu 137 21 in in IN work_q6u36m2psnc3rpytggbjzexftu 137 22 the the DT work_q6u36m2psnc3rpytggbjzexftu 137 23 training training NN work_q6u36m2psnc3rpytggbjzexftu 137 24 2 2 CD work_q6u36m2psnc3rpytggbjzexftu 137 25 XMLHttpRequest xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 137 26 www.w3.org/TR/ www.w3.org/tr/ NN work_q6u36m2psnc3rpytggbjzexftu 137 27 XMLHttpRequest xmlhttprequest NN work_q6u36m2psnc3rpytggbjzexftu 137 28 . . . work_q6u36m2psnc3rpytggbjzexftu 138 1 process process NN work_q6u36m2psnc3rpytggbjzexftu 138 2 ; ; : work_q6u36m2psnc3rpytggbjzexftu 138 3 these these DT work_q6u36m2psnc3rpytggbjzexftu 138 4 can can MD work_q6u36m2psnc3rpytggbjzexftu 138 5 later later RB work_q6u36m2psnc3rpytggbjzexftu 138 6 be be VB work_q6u36m2psnc3rpytggbjzexftu 138 7 loaded load VBN work_q6u36m2psnc3rpytggbjzexftu 138 8 in in IN work_q6u36m2psnc3rpytggbjzexftu 138 9 lieu lieu NN work_q6u36m2psnc3rpytggbjzexftu 138 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 138 11 creating create VBG work_q6u36m2psnc3rpytggbjzexftu 138 12 new new JJ work_q6u36m2psnc3rpytggbjzexftu 138 13 models model NNS work_q6u36m2psnc3rpytggbjzexftu 138 14 . . . work_q6u36m2psnc3rpytggbjzexftu 139 1 Master Master NNP work_q6u36m2psnc3rpytggbjzexftu 139 2 server server NN work_q6u36m2psnc3rpytggbjzexftu 139 3 The the DT work_q6u36m2psnc3rpytggbjzexftu 139 4 master master NN work_q6u36m2psnc3rpytggbjzexftu 139 5 node node NN work_q6u36m2psnc3rpytggbjzexftu 139 6 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 139 7 server server NN work_q6u36m2psnc3rpytggbjzexftu 139 8 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 139 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 139 10 implemented implement VBN work_q6u36m2psnc3rpytggbjzexftu 139 11 in in IN work_q6u36m2psnc3rpytggbjzexftu 139 12 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 139 13 with with IN work_q6u36m2psnc3rpytggbjzexftu 139 14 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 139 15 between between IN work_q6u36m2psnc3rpytggbjzexftu 139 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 139 17 master master NN work_q6u36m2psnc3rpytggbjzexftu 139 18 and and CC work_q6u36m2psnc3rpytggbjzexftu 139 19 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 139 20 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 139 21 handled handle VBN work_q6u36m2psnc3rpytggbjzexftu 139 22 by by IN work_q6u36m2psnc3rpytggbjzexftu 139 23 Web web NN work_q6u36m2psnc3rpytggbjzexftu 139 24 Sockets socket NNS work_q6u36m2psnc3rpytggbjzexftu 139 25 . . . work_q6u36m2psnc3rpytggbjzexftu 140 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 140 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 140 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 140 4 hosts host VBZ work_q6u36m2psnc3rpytggbjzexftu 140 5 multiple multiple JJ work_q6u36m2psnc3rpytggbjzexftu 140 6 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 140 7 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 140 8 et et NNP work_q6u36m2psnc3rpytggbjzexftu 140 9 al al NNP work_q6u36m2psnc3rpytggbjzexftu 140 10 . . . work_q6u36m2psnc3rpytggbjzexftu 141 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 141 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 141 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 141 4 , , , work_q6u36m2psnc3rpytggbjzexftu 141 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 141 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 141 7 . . . work_q6u36m2psnc3rpytggbjzexftu 142 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 142 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 142 3 , , , work_q6u36m2psnc3rpytggbjzexftu 142 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 142 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 142 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 142 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 142 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 142 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 142 10 7/24 7/24 CD work_q6u36m2psnc3rpytggbjzexftu 142 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNS work_q6u36m2psnc3rpytggbjzexftu 142 12 http://www.flaticon.com http://www.flaticon.com NN work_q6u36m2psnc3rpytggbjzexftu 142 13 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 14 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 15 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 16 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 17 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 18 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 19 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 20 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 21 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 22 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 23 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 24 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 25 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 26 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 142 27 http://www.flaticon.com http://www.flaticon.com ADD work_q6u36m2psnc3rpytggbjzexftu 142 28 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequest NN work_q6u36m2psnc3rpytggbjzexftu 142 29 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 30 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 31 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 32 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 33 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 34 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 35 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 36 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 37 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 38 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 39 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 40 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 41 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 42 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 43 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 44 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 45 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 46 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 47 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 48 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 49 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 50 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 51 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 52 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 53 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 54 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 55 http://www.w3.org/TR/XMLHttpRequest http://www.w3.org/tr/xmlhttprequ JJS work_q6u36m2psnc3rpytggbjzexftu 142 56 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NN work_q6u36m2psnc3rpytggbjzexftu 142 57 problems problem NNS work_q6u36m2psnc3rpytggbjzexftu 142 58 / / SYM work_q6u36m2psnc3rpytggbjzexftu 142 59 projects project NNS work_q6u36m2psnc3rpytggbjzexftu 142 60 simultaneously simultaneously RB work_q6u36m2psnc3rpytggbjzexftu 142 61 along along IN work_q6u36m2psnc3rpytggbjzexftu 142 62 with with IN work_q6u36m2psnc3rpytggbjzexftu 142 63 all all DT work_q6u36m2psnc3rpytggbjzexftu 142 64 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 142 65 ’ ’ POS work_q6u36m2psnc3rpytggbjzexftu 142 66 connections connection NNS work_q6u36m2psnc3rpytggbjzexftu 142 67 . . . work_q6u36m2psnc3rpytggbjzexftu 143 1 All all DT work_q6u36m2psnc3rpytggbjzexftu 143 2 processes process NNS work_q6u36m2psnc3rpytggbjzexftu 143 3 within within IN work_q6u36m2psnc3rpytggbjzexftu 143 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 143 5 master master NN work_q6u36m2psnc3rpytggbjzexftu 143 6 are be VBP work_q6u36m2psnc3rpytggbjzexftu 143 7 event event NN work_q6u36m2psnc3rpytggbjzexftu 143 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 143 9 driven drive VBN work_q6u36m2psnc3rpytggbjzexftu 143 10 , , , work_q6u36m2psnc3rpytggbjzexftu 143 11 triggered trigger VBN work_q6u36m2psnc3rpytggbjzexftu 143 12 by by IN work_q6u36m2psnc3rpytggbjzexftu 143 13 actions action NNS work_q6u36m2psnc3rpytggbjzexftu 143 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 143 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 143 16 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 143 17 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 143 18 . . . work_q6u36m2psnc3rpytggbjzexftu 144 1 Calling call VBG work_q6u36m2psnc3rpytggbjzexftu 144 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 144 3 appropriate appropriate JJ work_q6u36m2psnc3rpytggbjzexftu 144 4 functions function NNS work_q6u36m2psnc3rpytggbjzexftu 144 5 by by IN work_q6u36m2psnc3rpytggbjzexftu 144 6 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 144 7 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 144 8 to to IN work_q6u36m2psnc3rpytggbjzexftu 144 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 144 10 master master NN work_q6u36m2psnc3rpytggbjzexftu 144 11 node node NNP work_q6u36m2psnc3rpytggbjzexftu 144 12 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 144 13 handled handle VBN work_q6u36m2psnc3rpytggbjzexftu 144 14 by by IN work_q6u36m2psnc3rpytggbjzexftu 144 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 144 16 router router NN work_q6u36m2psnc3rpytggbjzexftu 144 17 . . . work_q6u36m2psnc3rpytggbjzexftu 145 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 145 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 145 3 must must MD work_q6u36m2psnc3rpytggbjzexftu 145 4 efficiently efficiently RB work_q6u36m2psnc3rpytggbjzexftu 145 5 perform perform VB work_q6u36m2psnc3rpytggbjzexftu 145 6 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 145 7 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 145 8 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 145 9 data data NN work_q6u36m2psnc3rpytggbjzexftu 145 10 reallocation reallocation NN work_q6u36m2psnc3rpytggbjzexftu 145 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 145 12 distribution distribution NN work_q6u36m2psnc3rpytggbjzexftu 145 13 , , , work_q6u36m2psnc3rpytggbjzexftu 145 14 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 145 15 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 145 16 steps step NNS work_q6u36m2psnc3rpytggbjzexftu 145 17 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 145 18 because because IN work_q6u36m2psnc3rpytggbjzexftu 145 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 145 20 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 145 21 are be VBP work_q6u36m2psnc3rpytggbjzexftu 145 22 idle idle JJ work_q6u36m2psnc3rpytggbjzexftu 145 23 awaiting await VBG work_q6u36m2psnc3rpytggbjzexftu 145 24 new new JJ work_q6u36m2psnc3rpytggbjzexftu 145 25 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 145 26 before before IN work_q6u36m2psnc3rpytggbjzexftu 145 27 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 145 28 next next JJ work_q6u36m2psnc3rpytggbjzexftu 145 29 work work NN work_q6u36m2psnc3rpytggbjzexftu 145 30 cycle cycle NN work_q6u36m2psnc3rpytggbjzexftu 145 31 . . . work_q6u36m2psnc3rpytggbjzexftu 146 1 New new JJ work_q6u36m2psnc3rpytggbjzexftu 146 2 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 146 3 must must MD work_q6u36m2psnc3rpytggbjzexftu 146 4 also also RB work_q6u36m2psnc3rpytggbjzexftu 146 5 wait wait VB work_q6u36m2psnc3rpytggbjzexftu 146 6 until until IN work_q6u36m2psnc3rpytggbjzexftu 146 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 146 8 end end NN work_q6u36m2psnc3rpytggbjzexftu 146 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 146 10 an an DT work_q6u36m2psnc3rpytggbjzexftu 146 11 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 146 12 before before IN work_q6u36m2psnc3rpytggbjzexftu 146 13 joining join VBG work_q6u36m2psnc3rpytggbjzexftu 146 14 a a DT work_q6u36m2psnc3rpytggbjzexftu 146 15 network network NN work_q6u36m2psnc3rpytggbjzexftu 146 16 . . . work_q6u36m2psnc3rpytggbjzexftu 147 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 147 2 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 147 3 network network NN work_q6u36m2psnc3rpytggbjzexftu 147 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 147 5 dynamic dynamic JJ work_q6u36m2psnc3rpytggbjzexftu 147 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 147 7 permits permit VBZ work_q6u36m2psnc3rpytggbjzexftu 147 8 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 147 9 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 147 10 to to TO work_q6u36m2psnc3rpytggbjzexftu 147 11 join join VB work_q6u36m2psnc3rpytggbjzexftu 147 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 147 13 leave leave VB work_q6u36m2psnc3rpytggbjzexftu 147 14 during during IN work_q6u36m2psnc3rpytggbjzexftu 147 15 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 147 16 . . . work_q6u36m2psnc3rpytggbjzexftu 148 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 148 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 148 3 monitors monitor VBZ work_q6u36m2psnc3rpytggbjzexftu 148 4 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 148 5 connections connection NNS work_q6u36m2psnc3rpytggbjzexftu 148 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 148 7 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 148 8 able able JJ work_q6u36m2psnc3rpytggbjzexftu 148 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 148 10 detect detect VB work_q6u36m2psnc3rpytggbjzexftu 148 11 lost lose VBN work_q6u36m2psnc3rpytggbjzexftu 148 12 participants participant NNS work_q6u36m2psnc3rpytggbjzexftu 148 13 . . . work_q6u36m2psnc3rpytggbjzexftu 149 1 When when WRB work_q6u36m2psnc3rpytggbjzexftu 149 2 this this DT work_q6u36m2psnc3rpytggbjzexftu 149 3 occurs occur VBZ work_q6u36m2psnc3rpytggbjzexftu 149 4 , , , work_q6u36m2psnc3rpytggbjzexftu 149 5 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 149 6 that that WDT work_q6u36m2psnc3rpytggbjzexftu 149 7 was be VBD work_q6u36m2psnc3rpytggbjzexftu 149 8 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 149 9 to to IN work_q6u36m2psnc3rpytggbjzexftu 149 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 149 11 lost lose VBN work_q6u36m2psnc3rpytggbjzexftu 149 12 client client NN work_q6u36m2psnc3rpytggbjzexftu 149 13 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 149 14 re re VBN work_q6u36m2psnc3rpytggbjzexftu 149 15 - - VBN work_q6u36m2psnc3rpytggbjzexftu 149 16 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 149 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 149 18 remaining remain VBG work_q6u36m2psnc3rpytggbjzexftu 149 19 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 149 20 , , , work_q6u36m2psnc3rpytggbjzexftu 149 21 if if IN work_q6u36m2psnc3rpytggbjzexftu 149 22 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 149 23 , , , work_q6u36m2psnc3rpytggbjzexftu 149 24 otherwise otherwise RB work_q6u36m2psnc3rpytggbjzexftu 149 25 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 149 26 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 149 27 marked mark VBN work_q6u36m2psnc3rpytggbjzexftu 149 28 as as IN work_q6u36m2psnc3rpytggbjzexftu 149 29 to to TO work_q6u36m2psnc3rpytggbjzexftu 149 30 be be VB work_q6u36m2psnc3rpytggbjzexftu 149 31 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 149 32 . . . work_q6u36m2psnc3rpytggbjzexftu 150 1 Data datum NNS work_q6u36m2psnc3rpytggbjzexftu 150 2 server server NN work_q6u36m2psnc3rpytggbjzexftu 150 3 The the DT work_q6u36m2psnc3rpytggbjzexftu 150 4 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 150 5 server server NN work_q6u36m2psnc3rpytggbjzexftu 150 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 150 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 150 8 bespoke bespoke NN work_q6u36m2psnc3rpytggbjzexftu 150 9 application application NN work_q6u36m2psnc3rpytggbjzexftu 150 10 intended intend VBN work_q6u36m2psnc3rpytggbjzexftu 150 11 to to TO work_q6u36m2psnc3rpytggbjzexftu 150 12 work work VB work_q6u36m2psnc3rpytggbjzexftu 150 13 with with IN work_q6u36m2psnc3rpytggbjzexftu 150 14 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 150 15 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 150 16 network network NN work_q6u36m2psnc3rpytggbjzexftu 150 17 use use NN work_q6u36m2psnc3rpytggbjzexftu 150 18 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 150 19 case case NN work_q6u36m2psnc3rpytggbjzexftu 150 20 model model NN work_q6u36m2psnc3rpytggbjzexftu 150 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 150 22 can can MD work_q6u36m2psnc3rpytggbjzexftu 150 23 be be VB work_q6u36m2psnc3rpytggbjzexftu 150 24 thought think VBN work_q6u36m2psnc3rpytggbjzexftu 150 25 of of IN work_q6u36m2psnc3rpytggbjzexftu 150 26 a a DT work_q6u36m2psnc3rpytggbjzexftu 150 27 lightweight lightweight JJ work_q6u36m2psnc3rpytggbjzexftu 150 28 replacement replacement NN work_q6u36m2psnc3rpytggbjzexftu 150 29 for for IN work_q6u36m2psnc3rpytggbjzexftu 150 30 a a DT work_q6u36m2psnc3rpytggbjzexftu 150 31 proper proper JJ work_q6u36m2psnc3rpytggbjzexftu 150 32 image image NN work_q6u36m2psnc3rpytggbjzexftu 150 33 database database NN work_q6u36m2psnc3rpytggbjzexftu 150 34 . . . work_q6u36m2psnc3rpytggbjzexftu 151 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 151 2 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 151 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 151 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 151 5 an an DT work_q6u36m2psnc3rpytggbjzexftu 151 6 independent independent JJ work_q6u36m2psnc3rpytggbjzexftu 151 7 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 151 8 application application NN work_q6u36m2psnc3rpytggbjzexftu 151 9 that that WDT work_q6u36m2psnc3rpytggbjzexftu 151 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 151 11 , , , work_q6u36m2psnc3rpytggbjzexftu 151 12 but but CC work_q6u36m2psnc3rpytggbjzexftu 151 13 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 151 14 not not RB work_q6u36m2psnc3rpytggbjzexftu 151 15 necessarily necessarily RB work_q6u36m2psnc3rpytggbjzexftu 151 16 live live VB work_q6u36m2psnc3rpytggbjzexftu 151 17 on on IN work_q6u36m2psnc3rpytggbjzexftu 151 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 151 19 same same JJ work_q6u36m2psnc3rpytggbjzexftu 151 20 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 151 21 . . . work_q6u36m2psnc3rpytggbjzexftu 152 1 Users user NNS work_q6u36m2psnc3rpytggbjzexftu 152 2 upload upload JJ work_q6u36m2psnc3rpytggbjzexftu 152 3 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 152 4 in in IN work_q6u36m2psnc3rpytggbjzexftu 152 5 zip zip NN work_q6u36m2psnc3rpytggbjzexftu 152 6 files file NNS work_q6u36m2psnc3rpytggbjzexftu 152 7 before before IN work_q6u36m2psnc3rpytggbjzexftu 152 8 training training NN work_q6u36m2psnc3rpytggbjzexftu 152 9 begins begin VBZ work_q6u36m2psnc3rpytggbjzexftu 152 10 ; ; : work_q6u36m2psnc3rpytggbjzexftu 152 11 currently currently RB work_q6u36m2psnc3rpytggbjzexftu 152 12 , , , work_q6u36m2psnc3rpytggbjzexftu 152 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 152 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 152 15 server server NN work_q6u36m2psnc3rpytggbjzexftu 152 16 handles handles NNP work_q6u36m2psnc3rpytggbjzexftu 152 17 zipped zip VBD work_q6u36m2psnc3rpytggbjzexftu 152 18 image image NN work_q6u36m2psnc3rpytggbjzexftu 152 19 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 152 20 datasets dataset NNS work_q6u36m2psnc3rpytggbjzexftu 152 21 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 152 22 where where WRB work_q6u36m2psnc3rpytggbjzexftu 152 23 sub sub NN work_q6u36m2psnc3rpytggbjzexftu 152 24 - - JJ work_q6u36m2psnc3rpytggbjzexftu 152 25 directory directory JJ work_q6u36m2psnc3rpytggbjzexftu 152 26 names name NNS work_q6u36m2psnc3rpytggbjzexftu 152 27 define define NN work_q6u36m2psnc3rpytggbjzexftu 152 28 class class NN work_q6u36m2psnc3rpytggbjzexftu 152 29 labels label NNS work_q6u36m2psnc3rpytggbjzexftu 152 30 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 152 31 . . . work_q6u36m2psnc3rpytggbjzexftu 153 1 Data datum NNS work_q6u36m2psnc3rpytggbjzexftu 153 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 153 3 then then RB work_q6u36m2psnc3rpytggbjzexftu 153 4 downloaded download VBN work_q6u36m2psnc3rpytggbjzexftu 153 5 from from IN work_q6u36m2psnc3rpytggbjzexftu 153 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 153 7 data data NN work_q6u36m2psnc3rpytggbjzexftu 153 8 server server NN work_q6u36m2psnc3rpytggbjzexftu 153 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 153 10 zipped zip VBD work_q6u36m2psnc3rpytggbjzexftu 153 11 files file NNS work_q6u36m2psnc3rpytggbjzexftu 153 12 are be VBP work_q6u36m2psnc3rpytggbjzexftu 153 13 sent send VBN work_q6u36m2psnc3rpytggbjzexftu 153 14 to to IN work_q6u36m2psnc3rpytggbjzexftu 153 15 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 153 16 using use VBG work_q6u36m2psnc3rpytggbjzexftu 153 17 XHR XHR NNP work_q6u36m2psnc3rpytggbjzexftu 153 18 and and CC work_q6u36m2psnc3rpytggbjzexftu 153 19 unzipped unzipped JJ work_q6u36m2psnc3rpytggbjzexftu 153 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 153 21 processed process VBN work_q6u36m2psnc3rpytggbjzexftu 153 22 locally locally RB work_q6u36m2psnc3rpytggbjzexftu 153 23 . . . work_q6u36m2psnc3rpytggbjzexftu 154 1 XHR XHR NNP work_q6u36m2psnc3rpytggbjzexftu 154 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 154 3 used use VBN work_q6u36m2psnc3rpytggbjzexftu 154 4 instead instead RB work_q6u36m2psnc3rpytggbjzexftu 154 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 154 6 WebSockets websocket NNS work_q6u36m2psnc3rpytggbjzexftu 154 7 because because IN work_q6u36m2psnc3rpytggbjzexftu 154 8 they -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 154 9 communicate communicate VBP work_q6u36m2psnc3rpytggbjzexftu 154 10 large large JJ work_q6u36m2psnc3rpytggbjzexftu 154 11 zip zip NN work_q6u36m2psnc3rpytggbjzexftu 154 12 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 154 13 files file NNS work_q6u36m2psnc3rpytggbjzexftu 154 14 more more RBR work_q6u36m2psnc3rpytggbjzexftu 154 15 efficiently efficiently RB work_q6u36m2psnc3rpytggbjzexftu 154 16 . . . work_q6u36m2psnc3rpytggbjzexftu 155 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 155 2 redundant redundant JJ work_q6u36m2psnc3rpytggbjzexftu 155 3 cache cache NN work_q6u36m2psnc3rpytggbjzexftu 155 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 155 5 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 155 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 155 7 stored store VBN work_q6u36m2psnc3rpytggbjzexftu 155 8 locally locally RB work_q6u36m2psnc3rpytggbjzexftu 155 9 in in IN work_q6u36m2psnc3rpytggbjzexftu 155 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 155 11 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 155 12 ’ ’ POS work_q6u36m2psnc3rpytggbjzexftu 155 13 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 155 14 ’s ’s , work_q6u36m2psnc3rpytggbjzexftu 155 15 memory memory NN work_q6u36m2psnc3rpytggbjzexftu 155 16 . . . work_q6u36m2psnc3rpytggbjzexftu 156 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 156 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 156 3 , , , work_q6u36m2psnc3rpytggbjzexftu 156 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 156 5 client client NN work_q6u36m2psnc3rpytggbjzexftu 156 6 may may MD work_q6u36m2psnc3rpytggbjzexftu 156 7 store store VB work_q6u36m2psnc3rpytggbjzexftu 156 8 10,000 10,000 CD work_q6u36m2psnc3rpytggbjzexftu 156 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 156 10 vectors vector NNS work_q6u36m2psnc3rpytggbjzexftu 156 11 , , , work_q6u36m2psnc3rpytggbjzexftu 156 12 but but CC work_q6u36m2psnc3rpytggbjzexftu 156 13 at at IN work_q6u36m2psnc3rpytggbjzexftu 156 14 each each DT work_q6u36m2psnc3rpytggbjzexftu 156 15 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 156 16 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 156 17 may may MD work_q6u36m2psnc3rpytggbjzexftu 156 18 only only RB work_q6u36m2psnc3rpytggbjzexftu 156 19 have have VB work_q6u36m2psnc3rpytggbjzexftu 156 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 156 21 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 156 22 power power NN work_q6u36m2psnc3rpytggbjzexftu 156 23 to to TO work_q6u36m2psnc3rpytggbjzexftu 156 24 process process VB work_q6u36m2psnc3rpytggbjzexftu 156 25 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 156 26 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 156 27 vectors vector NNS work_q6u36m2psnc3rpytggbjzexftu 156 28 in in IN work_q6u36m2psnc3rpytggbjzexftu 156 29 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 156 30 scheduled scheduled JJ work_q6u36m2psnc3rpytggbjzexftu 156 31 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 156 32 duration duration NN work_q6u36m2psnc3rpytggbjzexftu 156 33 . . . work_q6u36m2psnc3rpytggbjzexftu 157 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 157 2 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 157 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 157 4 uses use VBZ work_q6u36m2psnc3rpytggbjzexftu 157 5 specialized specialized JJ work_q6u36m2psnc3rpytggbjzexftu 157 6 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 157 7 APIs api NNS work_q6u36m2psnc3rpytggbjzexftu 157 8 unzip.js unzip.js JJ work_q6u36m2psnc3rpytggbjzexftu 157 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 157 10 redis redi NNS work_q6u36m2psnc3rpytggbjzexftu 157 11 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 157 12 server server NN work_q6u36m2psnc3rpytggbjzexftu 157 13 . . . work_q6u36m2psnc3rpytggbjzexftu 158 1 Clients client NNS work_q6u36m2psnc3rpytggbjzexftu 158 2 Clients client NNS work_q6u36m2psnc3rpytggbjzexftu 158 3 are be VBP work_q6u36m2psnc3rpytggbjzexftu 158 4 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 158 5 connections connection NNS work_q6u36m2psnc3rpytggbjzexftu 158 6 from from IN work_q6u36m2psnc3rpytggbjzexftu 158 7 heterogeneous heterogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 158 8 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 158 9 that that WDT work_q6u36m2psnc3rpytggbjzexftu 158 10 visit visit VBP work_q6u36m2psnc3rpytggbjzexftu 158 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 158 12 master master NN work_q6u36m2psnc3rpytggbjzexftu 158 13 server server NN work_q6u36m2psnc3rpytggbjzexftu 158 14 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 158 15 url url NNP work_q6u36m2psnc3rpytggbjzexftu 158 16 . . . work_q6u36m2psnc3rpytggbjzexftu 159 1 Clients client NNS work_q6u36m2psnc3rpytggbjzexftu 159 2 interact interact VBP work_q6u36m2psnc3rpytggbjzexftu 159 3 through through IN work_q6u36m2psnc3rpytggbjzexftu 159 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 159 5 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 159 6 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 159 7 , , , work_q6u36m2psnc3rpytggbjzexftu 159 8 called call VBD work_q6u36m2psnc3rpytggbjzexftu 159 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 159 10 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 159 11 , , , work_q6u36m2psnc3rpytggbjzexftu 159 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 159 13 can can MD work_q6u36m2psnc3rpytggbjzexftu 159 14 create create VB work_q6u36m2psnc3rpytggbjzexftu 159 15 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 159 16 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 159 17 to to TO work_q6u36m2psnc3rpytggbjzexftu 159 18 perform perform VB work_q6u36m2psnc3rpytggbjzexftu 159 19 various various JJ work_q6u36m2psnc3rpytggbjzexftu 159 20 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 159 21 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 159 22 see see VB work_q6u36m2psnc3rpytggbjzexftu 159 23 Workers Workers NNPS work_q6u36m2psnc3rpytggbjzexftu 159 24 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 159 25 . . . work_q6u36m2psnc3rpytggbjzexftu 160 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 160 2 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 160 3 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 160 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 160 5 main main JJ work_q6u36m2psnc3rpytggbjzexftu 160 6 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 160 7 running run VBG work_q6u36m2psnc3rpytggbjzexftu 160 8 in in IN work_q6u36m2psnc3rpytggbjzexftu 160 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 160 10 client client NN work_q6u36m2psnc3rpytggbjzexftu 160 11 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 160 12 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 160 13 . . . work_q6u36m2psnc3rpytggbjzexftu 161 1 It -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 161 2 manages manage VBZ work_q6u36m2psnc3rpytggbjzexftu 161 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 161 4 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 161 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 161 6 image image NN work_q6u36m2psnc3rpytggbjzexftu 161 7 download download NN work_q6u36m2psnc3rpytggbjzexftu 161 8 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 161 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 161 10 functions function NNS work_q6u36m2psnc3rpytggbjzexftu 161 11 as as IN work_q6u36m2psnc3rpytggbjzexftu 161 12 a a DT work_q6u36m2psnc3rpytggbjzexftu 161 13 bridge bridge NN work_q6u36m2psnc3rpytggbjzexftu 161 14 between between IN work_q6u36m2psnc3rpytggbjzexftu 161 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 161 16 downloader downloader NN work_q6u36m2psnc3rpytggbjzexftu 161 17 and and CC work_q6u36m2psnc3rpytggbjzexftu 161 18 slaves slave NNS work_q6u36m2psnc3rpytggbjzexftu 161 19 . . . work_q6u36m2psnc3rpytggbjzexftu 162 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 162 2 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 162 3 wrapper wrapper NN work_q6u36m2psnc3rpytggbjzexftu 162 4 handles handle VBZ work_q6u36m2psnc3rpytggbjzexftu 162 5 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 162 6 interactions interaction NNS work_q6u36m2psnc3rpytggbjzexftu 162 7 , , , work_q6u36m2psnc3rpytggbjzexftu 162 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 162 9 provides provide VBZ work_q6u36m2psnc3rpytggbjzexftu 162 10 input input NN work_q6u36m2psnc3rpytggbjzexftu 162 11 / / SYM work_q6u36m2psnc3rpytggbjzexftu 162 12 output output NN work_q6u36m2psnc3rpytggbjzexftu 162 13 to to IN work_q6u36m2psnc3rpytggbjzexftu 162 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 162 15 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 162 16 . . . work_q6u36m2psnc3rpytggbjzexftu 163 1 Client client NN work_q6u36m2psnc3rpytggbjzexftu 163 2 bosses boss NNS work_q6u36m2psnc3rpytggbjzexftu 163 3 use use VBP work_q6u36m2psnc3rpytggbjzexftu 163 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 163 5 data data NN work_q6u36m2psnc3rpytggbjzexftu 163 6 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 163 7 to to TO work_q6u36m2psnc3rpytggbjzexftu 163 8 download download VB work_q6u36m2psnc3rpytggbjzexftu 163 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 163 10 from from IN work_q6u36m2psnc3rpytggbjzexftu 163 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 163 12 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 163 13 server server NN work_q6u36m2psnc3rpytggbjzexftu 163 14 using use VBG work_q6u36m2psnc3rpytggbjzexftu 163 15 XHR XHR NNP work_q6u36m2psnc3rpytggbjzexftu 163 16 . . . work_q6u36m2psnc3rpytggbjzexftu 164 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 164 2 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 164 3 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 164 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 164 5 server server NN work_q6u36m2psnc3rpytggbjzexftu 164 6 communicate communicate VB work_q6u36m2psnc3rpytggbjzexftu 164 7 using use VBG work_q6u36m2psnc3rpytggbjzexftu 164 8 XHR xhr NN work_q6u36m2psnc3rpytggbjzexftu 164 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 164 10 pass pass VB work_q6u36m2psnc3rpytggbjzexftu 164 11 zip zip NN work_q6u36m2psnc3rpytggbjzexftu 164 12 files file NNS work_q6u36m2psnc3rpytggbjzexftu 164 13 in in IN work_q6u36m2psnc3rpytggbjzexftu 164 14 both both DT work_q6u36m2psnc3rpytggbjzexftu 164 15 directions direction NNS work_q6u36m2psnc3rpytggbjzexftu 164 16 . . . work_q6u36m2psnc3rpytggbjzexftu 165 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 165 2 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 165 3 handles handle VBZ work_q6u36m2psnc3rpytggbjzexftu 165 4 unzipping unzip VBG work_q6u36m2psnc3rpytggbjzexftu 165 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 165 6 decoding decode VBG work_q6u36m2psnc3rpytggbjzexftu 165 7 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 165 8 for for IN work_q6u36m2psnc3rpytggbjzexftu 165 9 slaves slave NNS work_q6u36m2psnc3rpytggbjzexftu 165 10 that that WDT work_q6u36m2psnc3rpytggbjzexftu 165 11 request request VBP work_q6u36m2psnc3rpytggbjzexftu 165 12 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 165 13 . . . work_q6u36m2psnc3rpytggbjzexftu 166 1 Clients client NNS work_q6u36m2psnc3rpytggbjzexftu 166 2 therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 166 3 require require VBP work_q6u36m2psnc3rpytggbjzexftu 166 4 no no DT work_q6u36m2psnc3rpytggbjzexftu 166 5 software software NN work_q6u36m2psnc3rpytggbjzexftu 166 6 installation installation NN work_q6u36m2psnc3rpytggbjzexftu 166 7 other other JJ work_q6u36m2psnc3rpytggbjzexftu 166 8 than than IN work_q6u36m2psnc3rpytggbjzexftu 166 9 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 166 10 native native JJ work_q6u36m2psnc3rpytggbjzexftu 166 11 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 166 12 . . . work_q6u36m2psnc3rpytggbjzexftu 167 1 Clients client NNS work_q6u36m2psnc3rpytggbjzexftu 167 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 167 3 contribute contribute VB work_q6u36m2psnc3rpytggbjzexftu 167 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 167 5 any any DT work_q6u36m2psnc3rpytggbjzexftu 167 6 project project NN work_q6u36m2psnc3rpytggbjzexftu 167 7 hosted host VBN work_q6u36m2psnc3rpytggbjzexftu 167 8 by by IN work_q6u36m2psnc3rpytggbjzexftu 167 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 167 10 master master NN work_q6u36m2psnc3rpytggbjzexftu 167 11 server server NN work_q6u36m2psnc3rpytggbjzexftu 167 12 . . . work_q6u36m2psnc3rpytggbjzexftu 168 1 Clients client NNS work_q6u36m2psnc3rpytggbjzexftu 168 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 168 3 trigger trigger VB work_q6u36m2psnc3rpytggbjzexftu 168 4 several several JJ work_q6u36m2psnc3rpytggbjzexftu 168 5 events event NNS work_q6u36m2psnc3rpytggbjzexftu 168 6 through through IN work_q6u36m2psnc3rpytggbjzexftu 168 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 168 8 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 168 9 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 168 10 . . . work_q6u36m2psnc3rpytggbjzexftu 169 1 These these DT work_q6u36m2psnc3rpytggbjzexftu 169 2 include include VBP work_q6u36m2psnc3rpytggbjzexftu 169 3 adjusting adjust VBG work_q6u36m2psnc3rpytggbjzexftu 169 4 hyper hyper NN work_q6u36m2psnc3rpytggbjzexftu 169 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 169 6 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 169 7 , , , work_q6u36m2psnc3rpytggbjzexftu 169 8 adding add VBG work_q6u36m2psnc3rpytggbjzexftu 169 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 169 10 , , , work_q6u36m2psnc3rpytggbjzexftu 169 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 169 12 adding add VBG work_q6u36m2psnc3rpytggbjzexftu 169 13 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 169 14 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 169 15 , , , work_q6u36m2psnc3rpytggbjzexftu 169 16 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 169 17 . . . work_q6u36m2psnc3rpytggbjzexftu 170 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 170 2 Fig fig NN work_q6u36m2psnc3rpytggbjzexftu 170 3 . . . work_q6u36m2psnc3rpytggbjzexftu 171 1 3 3 LS work_q6u36m2psnc3rpytggbjzexftu 171 2 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 171 3 . . . work_q6u36m2psnc3rpytggbjzexftu 172 1 Most Most JJS work_q6u36m2psnc3rpytggbjzexftu 172 2 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 172 3 are be VBP work_q6u36m2psnc3rpytggbjzexftu 172 4 run run VBN work_q6u36m2psnc3rpytggbjzexftu 172 5 in in IN work_q6u36m2psnc3rpytggbjzexftu 172 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 172 7 separate separate JJ work_q6u36m2psnc3rpytggbjzexftu 172 8 Web Web NNP work_q6u36m2psnc3rpytggbjzexftu 172 9 Worker Worker NNP work_q6u36m2psnc3rpytggbjzexftu 172 10 thread thread NN work_q6u36m2psnc3rpytggbjzexftu 172 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 172 12 including include VBG work_q6u36m2psnc3rpytggbjzexftu 172 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 172 14 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 172 15 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 172 16 , , , work_q6u36m2psnc3rpytggbjzexftu 172 17 ensuring ensure VBG work_q6u36m2psnc3rpytggbjzexftu 172 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 172 19 non non JJ work_q6u36m2psnc3rpytggbjzexftu 172 20 - - JJ work_q6u36m2psnc3rpytggbjzexftu 172 21 blocking blocking JJ work_q6u36m2psnc3rpytggbjzexftu 172 22 and and CC work_q6u36m2psnc3rpytggbjzexftu 172 23 responsive responsive JJ work_q6u36m2psnc3rpytggbjzexftu 172 24 client client NN work_q6u36m2psnc3rpytggbjzexftu 172 25 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 172 26 . . . work_q6u36m2psnc3rpytggbjzexftu 173 1 Data datum NNS work_q6u36m2psnc3rpytggbjzexftu 173 2 downloading download VBG work_q6u36m2psnc3rpytggbjzexftu 173 3 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 173 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 173 5 special special JJ work_q6u36m2psnc3rpytggbjzexftu 173 6 task task NN work_q6u36m2psnc3rpytggbjzexftu 173 7 that that WDT work_q6u36m2psnc3rpytggbjzexftu 173 8 , , , work_q6u36m2psnc3rpytggbjzexftu 173 9 via via IN work_q6u36m2psnc3rpytggbjzexftu 173 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 173 11 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 173 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 173 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 173 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 173 15 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 173 16 , , , work_q6u36m2psnc3rpytggbjzexftu 173 17 uses use VBZ work_q6u36m2psnc3rpytggbjzexftu 173 18 XHR XHR NNP work_q6u36m2psnc3rpytggbjzexftu 173 19 to to TO work_q6u36m2psnc3rpytggbjzexftu 173 20 download download VB work_q6u36m2psnc3rpytggbjzexftu 173 21 from from IN work_q6u36m2psnc3rpytggbjzexftu 173 22 the the DT work_q6u36m2psnc3rpytggbjzexftu 173 23 data data NN work_q6u36m2psnc3rpytggbjzexftu 173 24 server server NN work_q6u36m2psnc3rpytggbjzexftu 173 25 . . . work_q6u36m2psnc3rpytggbjzexftu 174 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 174 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 174 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 174 4 . . . work_q6u36m2psnc3rpytggbjzexftu 175 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 175 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 175 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 175 4 , , , work_q6u36m2psnc3rpytggbjzexftu 175 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 175 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 175 7 . . . work_q6u36m2psnc3rpytggbjzexftu 176 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 176 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 176 3 , , , work_q6u36m2psnc3rpytggbjzexftu 176 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 176 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 176 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 176 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 176 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 176 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 176 10 8/24 8/24 CD work_q6u36m2psnc3rpytggbjzexftu 176 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNS work_q6u36m2psnc3rpytggbjzexftu 176 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 176 13 Figure Figure NNP work_q6u36m2psnc3rpytggbjzexftu 176 14 3 3 CD work_q6u36m2psnc3rpytggbjzexftu 176 15 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 176 16 client client NN work_q6u36m2psnc3rpytggbjzexftu 176 17 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 176 18 . . . work_q6u36m2psnc3rpytggbjzexftu 177 1 Each each DT work_q6u36m2psnc3rpytggbjzexftu 177 2 client client NN work_q6u36m2psnc3rpytggbjzexftu 177 3 connection connection NN work_q6u36m2psnc3rpytggbjzexftu 177 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 177 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 177 6 master master NN work_q6u36m2psnc3rpytggbjzexftu 177 7 server server NN work_q6u36m2psnc3rpytggbjzexftu 177 8 initiates initiate VBZ work_q6u36m2psnc3rpytggbjzexftu 177 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 177 10 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 177 11 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 177 12 , , , work_q6u36m2psnc3rpytggbjzexftu 177 13 also also RB work_q6u36m2psnc3rpytggbjzexftu 177 14 known know VBN work_q6u36m2psnc3rpytggbjzexftu 177 15 as as IN work_q6u36m2psnc3rpytggbjzexftu 177 16 a a DT work_q6u36m2psnc3rpytggbjzexftu 177 17 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 177 18 . . . work_q6u36m2psnc3rpytggbjzexftu 178 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 178 2 uploading uploading JJ work_q6u36m2psnc3rpytggbjzexftu 178 3 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 178 4 from from IN work_q6u36m2psnc3rpytggbjzexftu 178 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 178 6 client client NN work_q6u36m2psnc3rpytggbjzexftu 178 7 to to IN work_q6u36m2psnc3rpytggbjzexftu 178 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 178 9 data data NN work_q6u36m2psnc3rpytggbjzexftu 178 10 server server NN work_q6u36m2psnc3rpytggbjzexftu 178 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 178 12 for for IN work_q6u36m2psnc3rpytggbjzexftu 178 13 downloading download VBG work_q6u36m2psnc3rpytggbjzexftu 178 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 178 15 from from IN work_q6u36m2psnc3rpytggbjzexftu 178 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 178 17 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 178 18 server server NN work_q6u36m2psnc3rpytggbjzexftu 178 19 to to IN work_q6u36m2psnc3rpytggbjzexftu 178 20 a a DT work_q6u36m2psnc3rpytggbjzexftu 178 21 client client NN work_q6u36m2psnc3rpytggbjzexftu 178 22 , , , work_q6u36m2psnc3rpytggbjzexftu 178 23 a a DT work_q6u36m2psnc3rpytggbjzexftu 178 24 separate separate JJ work_q6u36m2psnc3rpytggbjzexftu 178 25 Web Web NNP work_q6u36m2psnc3rpytggbjzexftu 178 26 Worker Worker NNP work_q6u36m2psnc3rpytggbjzexftu 178 27 called call VBD work_q6u36m2psnc3rpytggbjzexftu 178 28 the the DT work_q6u36m2psnc3rpytggbjzexftu 178 29 data data NN work_q6u36m2psnc3rpytggbjzexftu 178 30 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 178 31 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 178 32 used use VBN work_q6u36m2psnc3rpytggbjzexftu 178 33 . . . work_q6u36m2psnc3rpytggbjzexftu 179 1 Users user NNS work_q6u36m2psnc3rpytggbjzexftu 179 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 179 3 add add VB work_q6u36m2psnc3rpytggbjzexftu 179 4 slaves slave NNS work_q6u36m2psnc3rpytggbjzexftu 179 5 through through IN work_q6u36m2psnc3rpytggbjzexftu 179 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 179 7 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 179 8 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 179 9 ; ; : work_q6u36m2psnc3rpytggbjzexftu 179 10 each each DT work_q6u36m2psnc3rpytggbjzexftu 179 11 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 179 12 performs perform VBZ work_q6u36m2psnc3rpytggbjzexftu 179 13 a a DT work_q6u36m2psnc3rpytggbjzexftu 179 14 separate separate JJ work_q6u36m2psnc3rpytggbjzexftu 179 15 task task NN work_q6u36m2psnc3rpytggbjzexftu 179 16 using use VBG work_q6u36m2psnc3rpytggbjzexftu 179 17 a a DT work_q6u36m2psnc3rpytggbjzexftu 179 18 Web Web NNP work_q6u36m2psnc3rpytggbjzexftu 179 19 Worker Worker NNP work_q6u36m2psnc3rpytggbjzexftu 179 20 . . . work_q6u36m2psnc3rpytggbjzexftu 180 1 Icon Icon NNP work_q6u36m2psnc3rpytggbjzexftu 180 2 made make VBN work_q6u36m2psnc3rpytggbjzexftu 180 3 by by IN work_q6u36m2psnc3rpytggbjzexftu 180 4 Freepik Freepik NNP work_q6u36m2psnc3rpytggbjzexftu 180 5 from from IN work_q6u36m2psnc3rpytggbjzexftu 180 6 www www NN work_q6u36m2psnc3rpytggbjzexftu 180 7 . . . work_q6u36m2psnc3rpytggbjzexftu 181 1 flaticon.com flaticon.com ADD work_q6u36m2psnc3rpytggbjzexftu 181 2 . . . work_q6u36m2psnc3rpytggbjzexftu 182 1 Workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 182 2 In in IN work_q6u36m2psnc3rpytggbjzexftu 182 3 Fig Fig NNP work_q6u36m2psnc3rpytggbjzexftu 182 4 . . . work_q6u36m2psnc3rpytggbjzexftu 183 1 3 3 CD work_q6u36m2psnc3rpytggbjzexftu 183 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 183 3 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 183 4 implemented implement VBD work_q6u36m2psnc3rpytggbjzexftu 183 5 using use VBG work_q6u36m2psnc3rpytggbjzexftu 183 6 Web Web NNP work_q6u36m2psnc3rpytggbjzexftu 183 7 Worker Worker NNP work_q6u36m2psnc3rpytggbjzexftu 183 8 threads thread NNS work_q6u36m2psnc3rpytggbjzexftu 183 9 are be VBP work_q6u36m2psnc3rpytggbjzexftu 183 10 shown show VBN work_q6u36m2psnc3rpytggbjzexftu 183 11 . . . work_q6u36m2psnc3rpytggbjzexftu 184 1 At at IN work_q6u36m2psnc3rpytggbjzexftu 184 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 184 3 highest high JJS work_q6u36m2psnc3rpytggbjzexftu 184 4 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 184 5 level level NN work_q6u36m2psnc3rpytggbjzexftu 184 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 184 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 184 8 client client NN work_q6u36m2psnc3rpytggbjzexftu 184 9 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 184 10 , , , work_q6u36m2psnc3rpytggbjzexftu 184 11 with with IN work_q6u36m2psnc3rpytggbjzexftu 184 12 which which WDT work_q6u36m2psnc3rpytggbjzexftu 184 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 184 14 user user NN work_q6u36m2psnc3rpytggbjzexftu 184 15 interacts interact VBZ work_q6u36m2psnc3rpytggbjzexftu 184 16 with with IN work_q6u36m2psnc3rpytggbjzexftu 184 17 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 184 18 problems problem NNS work_q6u36m2psnc3rpytggbjzexftu 184 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 184 20 controls control VBZ work_q6u36m2psnc3rpytggbjzexftu 184 21 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 184 22 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 184 23 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 184 24 . . . work_q6u36m2psnc3rpytggbjzexftu 185 1 From from IN work_q6u36m2psnc3rpytggbjzexftu 185 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 185 3 client client NN work_q6u36m2psnc3rpytggbjzexftu 185 4 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 185 5 , , , work_q6u36m2psnc3rpytggbjzexftu 185 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 185 7 user user NN work_q6u36m2psnc3rpytggbjzexftu 185 8 can can MD work_q6u36m2psnc3rpytggbjzexftu 185 9 create create VB work_q6u36m2psnc3rpytggbjzexftu 185 10 a a DT work_q6u36m2psnc3rpytggbjzexftu 185 11 new new JJ work_q6u36m2psnc3rpytggbjzexftu 185 12 project project NN work_q6u36m2psnc3rpytggbjzexftu 185 13 , , , work_q6u36m2psnc3rpytggbjzexftu 185 14 load load VB work_q6u36m2psnc3rpytggbjzexftu 185 15 a a DT work_q6u36m2psnc3rpytggbjzexftu 185 16 project project NN work_q6u36m2psnc3rpytggbjzexftu 185 17 from from IN work_q6u36m2psnc3rpytggbjzexftu 185 18 file file NN work_q6u36m2psnc3rpytggbjzexftu 185 19 , , , work_q6u36m2psnc3rpytggbjzexftu 185 20 upload upload JJ work_q6u36m2psnc3rpytggbjzexftu 185 21 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 185 22 to to IN work_q6u36m2psnc3rpytggbjzexftu 185 23 a a DT work_q6u36m2psnc3rpytggbjzexftu 185 24 project project NN work_q6u36m2psnc3rpytggbjzexftu 185 25 , , , work_q6u36m2psnc3rpytggbjzexftu 185 26 or or CC work_q6u36m2psnc3rpytggbjzexftu 185 27 add add VB work_q6u36m2psnc3rpytggbjzexftu 185 28 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 185 29 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 185 30 for for IN work_q6u36m2psnc3rpytggbjzexftu 185 31 a a DT work_q6u36m2psnc3rpytggbjzexftu 185 32 project project NN work_q6u36m2psnc3rpytggbjzexftu 185 33 . . . work_q6u36m2psnc3rpytggbjzexftu 186 1 Slaves slave NNS work_q6u36m2psnc3rpytggbjzexftu 186 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 186 3 perform perform VB work_q6u36m2psnc3rpytggbjzexftu 186 4 several several JJ work_q6u36m2psnc3rpytggbjzexftu 186 5 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 186 6 ; ; : work_q6u36m2psnc3rpytggbjzexftu 186 7 most most RBS work_q6u36m2psnc3rpytggbjzexftu 186 8 important important JJ work_q6u36m2psnc3rpytggbjzexftu 186 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 186 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 186 11 trainer trainer NN work_q6u36m2psnc3rpytggbjzexftu 186 12 , , , work_q6u36m2psnc3rpytggbjzexftu 186 13 which which WDT work_q6u36m2psnc3rpytggbjzexftu 186 14 connects connect VBZ work_q6u36m2psnc3rpytggbjzexftu 186 15 to to IN work_q6u36m2psnc3rpytggbjzexftu 186 16 an an DT work_q6u36m2psnc3rpytggbjzexftu 186 17 event event NN work_q6u36m2psnc3rpytggbjzexftu 186 18 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 186 19 of of IN work_q6u36m2psnc3rpytggbjzexftu 186 20 a a DT work_q6u36m2psnc3rpytggbjzexftu 186 21 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 186 22 project project NN work_q6u36m2psnc3rpytggbjzexftu 186 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 186 24 contributes contribute VBZ work_q6u36m2psnc3rpytggbjzexftu 186 25 to to IN work_q6u36m2psnc3rpytggbjzexftu 186 26 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 186 27 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 186 28 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 186 29 i.e. i.e. FW work_q6u36m2psnc3rpytggbjzexftu 186 30 , , , work_q6u36m2psnc3rpytggbjzexftu 186 31 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 186 32 map map NN work_q6u36m2psnc3rpytggbjzexftu 186 33 step step NN work_q6u36m2psnc3rpytggbjzexftu 186 34 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 186 35 . . . work_q6u36m2psnc3rpytggbjzexftu 187 1 Each each DT work_q6u36m2psnc3rpytggbjzexftu 187 2 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 187 3 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 187 4 communicates communicate VBZ work_q6u36m2psnc3rpytggbjzexftu 187 5 directly directly RB work_q6u36m2psnc3rpytggbjzexftu 187 6 to to IN work_q6u36m2psnc3rpytggbjzexftu 187 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 187 8 master master NN work_q6u36m2psnc3rpytggbjzexftu 187 9 server server NN work_q6u36m2psnc3rpytggbjzexftu 187 10 using use VBG work_q6u36m2psnc3rpytggbjzexftu 187 11 Web web NN work_q6u36m2psnc3rpytggbjzexftu 187 12 Sockets Sockets NNPS work_q6u36m2psnc3rpytggbjzexftu 187 13 . . . work_q6u36m2psnc3rpytggbjzexftu 188 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 188 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 188 3 latter latter JJ work_q6u36m2psnc3rpytggbjzexftu 188 4 three three CD work_q6u36m2psnc3rpytggbjzexftu 188 5 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 188 6 , , , work_q6u36m2psnc3rpytggbjzexftu 188 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 188 8 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 188 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 188 10 mainly mainly RB work_q6u36m2psnc3rpytggbjzexftu 188 11 for for IN work_q6u36m2psnc3rpytggbjzexftu 188 12 sending send VBG work_q6u36m2psnc3rpytggbjzexftu 188 13 requests request NNS work_q6u36m2psnc3rpytggbjzexftu 188 14 for for IN work_q6u36m2psnc3rpytggbjzexftu 188 15 models model NNS work_q6u36m2psnc3rpytggbjzexftu 188 16 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 188 17 and and CC work_q6u36m2psnc3rpytggbjzexftu 188 18 receiving receive VBG work_q6u36m2psnc3rpytggbjzexftu 188 19 them -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 188 20 . . . work_q6u36m2psnc3rpytggbjzexftu 189 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 189 2 training training NN work_q6u36m2psnc3rpytggbjzexftu 189 3 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 189 4 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 189 5 more more RBR work_q6u36m2psnc3rpytggbjzexftu 189 6 complicated complicated JJ work_q6u36m2psnc3rpytggbjzexftu 189 7 behavior behavior NN work_q6u36m2psnc3rpytggbjzexftu 189 8 because because IN work_q6u36m2psnc3rpytggbjzexftu 189 9 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 189 10 must must MD work_q6u36m2psnc3rpytggbjzexftu 189 11 download download VB work_q6u36m2psnc3rpytggbjzexftu 189 12 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 189 13 then then RB work_q6u36m2psnc3rpytggbjzexftu 189 14 perform perform VBP work_q6u36m2psnc3rpytggbjzexftu 189 15 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 189 16 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 189 17 et et NNP work_q6u36m2psnc3rpytggbjzexftu 189 18 al al NNP work_q6u36m2psnc3rpytggbjzexftu 189 19 . . . work_q6u36m2psnc3rpytggbjzexftu 190 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 190 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 190 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 190 4 , , , work_q6u36m2psnc3rpytggbjzexftu 190 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 190 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 190 7 . . . work_q6u36m2psnc3rpytggbjzexftu 191 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 191 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 191 3 , , , work_q6u36m2psnc3rpytggbjzexftu 191 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 191 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 191 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 191 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 191 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 191 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 191 10 9/24 9/24 CD work_q6u36m2psnc3rpytggbjzexftu 191 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 191 12 http://www.flaticon.com http://www.flaticon.com NN work_q6u36m2psnc3rpytggbjzexftu 191 13 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 14 http://www.flaticon.com http://www.flaticon.com VBZ work_q6u36m2psnc3rpytggbjzexftu 191 15 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 16 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 17 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 18 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 19 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 20 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 21 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 22 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 23 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 24 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 25 http://www.flaticon.com http://www.flaticon.com NNS work_q6u36m2psnc3rpytggbjzexftu 191 26 http://www.flaticon.com http://www.flaticon.com UH work_q6u36m2psnc3rpytggbjzexftu 191 27 http://www.flaticon.com http://www.flaticon.com UH work_q6u36m2psnc3rpytggbjzexftu 191 28 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NN work_q6u36m2psnc3rpytggbjzexftu 191 29 as as IN work_q6u36m2psnc3rpytggbjzexftu 191 30 part part NN work_q6u36m2psnc3rpytggbjzexftu 191 31 of of IN work_q6u36m2psnc3rpytggbjzexftu 191 32 the the DT work_q6u36m2psnc3rpytggbjzexftu 191 33 main main JJ work_q6u36m2psnc3rpytggbjzexftu 191 34 event event NN work_q6u36m2psnc3rpytggbjzexftu 191 35 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 191 36 . . . work_q6u36m2psnc3rpytggbjzexftu 192 1 To to TO work_q6u36m2psnc3rpytggbjzexftu 192 2 begin begin VB work_q6u36m2psnc3rpytggbjzexftu 192 3 training training NN work_q6u36m2psnc3rpytggbjzexftu 192 4 , , , work_q6u36m2psnc3rpytggbjzexftu 192 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 192 6 user user NN work_q6u36m2psnc3rpytggbjzexftu 192 7 sets set VBZ work_q6u36m2psnc3rpytggbjzexftu 192 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 192 9 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 192 10 task task NN work_q6u36m2psnc3rpytggbjzexftu 192 11 to to TO work_q6u36m2psnc3rpytggbjzexftu 192 12 train train NN work_q6u36m2psnc3rpytggbjzexftu 192 13 and and CC work_q6u36m2psnc3rpytggbjzexftu 192 14 selects select NNS work_q6u36m2psnc3rpytggbjzexftu 192 15 start start VBP work_q6u36m2psnc3rpytggbjzexftu 192 16 / / SYM work_q6u36m2psnc3rpytggbjzexftu 192 17 restart restart NN work_q6u36m2psnc3rpytggbjzexftu 192 18 . . . work_q6u36m2psnc3rpytggbjzexftu 193 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 193 2 will will MD work_q6u36m2psnc3rpytggbjzexftu 193 3 trigger trigger VB work_q6u36m2psnc3rpytggbjzexftu 193 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 193 5 join join NN work_q6u36m2psnc3rpytggbjzexftu 193 6 event event NN work_q6u36m2psnc3rpytggbjzexftu 193 7 at at IN work_q6u36m2psnc3rpytggbjzexftu 193 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 193 9 master master NN work_q6u36m2psnc3rpytggbjzexftu 193 10 server server NN work_q6u36m2psnc3rpytggbjzexftu 193 11 ; ; : work_q6u36m2psnc3rpytggbjzexftu 193 12 model model NN work_q6u36m2psnc3rpytggbjzexftu 193 13 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 193 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 193 15 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 193 16 will will MD work_q6u36m2psnc3rpytggbjzexftu 193 17 be be VB work_q6u36m2psnc3rpytggbjzexftu 193 18 downloaded download VBN work_q6u36m2psnc3rpytggbjzexftu 193 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 193 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 193 21 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 193 22 will will MD work_q6u36m2psnc3rpytggbjzexftu 193 23 begin begin VB work_q6u36m2psnc3rpytggbjzexftu 193 24 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 193 25 upon upon IN work_q6u36m2psnc3rpytggbjzexftu 193 26 completion completion NN work_q6u36m2psnc3rpytggbjzexftu 193 27 of of IN work_q6u36m2psnc3rpytggbjzexftu 193 28 the the DT work_q6u36m2psnc3rpytggbjzexftu 193 29 data data NN work_q6u36m2psnc3rpytggbjzexftu 193 30 download download NN work_q6u36m2psnc3rpytggbjzexftu 193 31 . . . work_q6u36m2psnc3rpytggbjzexftu 194 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 194 2 user user NN work_q6u36m2psnc3rpytggbjzexftu 194 3 can can MD work_q6u36m2psnc3rpytggbjzexftu 194 4 remove remove VB work_q6u36m2psnc3rpytggbjzexftu 194 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 194 6 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 194 7 at at IN work_q6u36m2psnc3rpytggbjzexftu 194 8 any any DT work_q6u36m2psnc3rpytggbjzexftu 194 9 time time NN work_q6u36m2psnc3rpytggbjzexftu 194 10 . . . work_q6u36m2psnc3rpytggbjzexftu 195 1 Other other JJ work_q6u36m2psnc3rpytggbjzexftu 195 2 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 195 3 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 195 4 are be VBP work_q6u36m2psnc3rpytggbjzexftu 195 5 tracking track VBG work_q6u36m2psnc3rpytggbjzexftu 195 6 , , , work_q6u36m2psnc3rpytggbjzexftu 195 7 which which WDT work_q6u36m2psnc3rpytggbjzexftu 195 8 requires require VBZ work_q6u36m2psnc3rpytggbjzexftu 195 9 receiving receive VBG work_q6u36m2psnc3rpytggbjzexftu 195 10 model model NN work_q6u36m2psnc3rpytggbjzexftu 195 11 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 195 12 from from IN work_q6u36m2psnc3rpytggbjzexftu 195 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 195 14 master master NN work_q6u36m2psnc3rpytggbjzexftu 195 15 , , , work_q6u36m2psnc3rpytggbjzexftu 195 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 195 17 allows allow VBZ work_q6u36m2psnc3rpytggbjzexftu 195 18 users user NNS work_q6u36m2psnc3rpytggbjzexftu 195 19 to to TO work_q6u36m2psnc3rpytggbjzexftu 195 20 monitor monitor VB work_q6u36m2psnc3rpytggbjzexftu 195 21 statistics statistic NNS work_q6u36m2psnc3rpytggbjzexftu 195 22 of of IN work_q6u36m2psnc3rpytggbjzexftu 195 23 the the DT work_q6u36m2psnc3rpytggbjzexftu 195 24 model model NN work_q6u36m2psnc3rpytggbjzexftu 195 25 on on IN work_q6u36m2psnc3rpytggbjzexftu 195 26 a a DT work_q6u36m2psnc3rpytggbjzexftu 195 27 dataset dataset NN work_q6u36m2psnc3rpytggbjzexftu 195 28 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 195 29 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 195 30 , , , work_q6u36m2psnc3rpytggbjzexftu 195 31 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 195 32 error error NN work_q6u36m2psnc3rpytggbjzexftu 195 33 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 195 34 or or CC work_q6u36m2psnc3rpytggbjzexftu 195 35 to to TO work_q6u36m2psnc3rpytggbjzexftu 195 36 execute execute VB work_q6u36m2psnc3rpytggbjzexftu 195 37 the the DT work_q6u36m2psnc3rpytggbjzexftu 195 38 model model NN work_q6u36m2psnc3rpytggbjzexftu 195 39 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 195 40 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 195 41 , , , work_q6u36m2psnc3rpytggbjzexftu 195 42 classify classify VB work_q6u36m2psnc3rpytggbjzexftu 195 43 an an DT work_q6u36m2psnc3rpytggbjzexftu 195 44 image image NN work_q6u36m2psnc3rpytggbjzexftu 195 45 on on IN work_q6u36m2psnc3rpytggbjzexftu 195 46 a a DT work_q6u36m2psnc3rpytggbjzexftu 195 47 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 195 48 device device NN work_q6u36m2psnc3rpytggbjzexftu 195 49 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 195 50 . . . work_q6u36m2psnc3rpytggbjzexftu 196 1 Each each DT work_q6u36m2psnc3rpytggbjzexftu 196 2 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 196 3 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 196 4 communicates communicate VBZ work_q6u36m2psnc3rpytggbjzexftu 196 5 directly directly RB work_q6u36m2psnc3rpytggbjzexftu 196 6 to to IN work_q6u36m2psnc3rpytggbjzexftu 196 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 196 8 master master NN work_q6u36m2psnc3rpytggbjzexftu 196 9 server server NN work_q6u36m2psnc3rpytggbjzexftu 196 10 using use VBG work_q6u36m2psnc3rpytggbjzexftu 196 11 Web web NN work_q6u36m2psnc3rpytggbjzexftu 196 12 Sockets Sockets NNPS work_q6u36m2psnc3rpytggbjzexftu 196 13 . . . work_q6u36m2psnc3rpytggbjzexftu 197 1 Events event NNS work_q6u36m2psnc3rpytggbjzexftu 197 2 and and CC work_q6u36m2psnc3rpytggbjzexftu 197 3 software software NN work_q6u36m2psnc3rpytggbjzexftu 197 4 behavior behavior NN work_q6u36m2psnc3rpytggbjzexftu 197 5 The the DT work_q6u36m2psnc3rpytggbjzexftu 197 6 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 197 7 network network NN work_q6u36m2psnc3rpytggbjzexftu 197 8 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 197 9 constructed construct VBN work_q6u36m2psnc3rpytggbjzexftu 197 10 as as IN work_q6u36m2psnc3rpytggbjzexftu 197 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 197 12 master master NN work_q6u36m2psnc3rpytggbjzexftu 197 13 – – : work_q6u36m2psnc3rpytggbjzexftu 197 14 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 197 15 relationship relationship NN work_q6u36m2psnc3rpytggbjzexftu 197 16 , , , work_q6u36m2psnc3rpytggbjzexftu 197 17 with with IN work_q6u36m2psnc3rpytggbjzexftu 197 18 one one CD work_q6u36m2psnc3rpytggbjzexftu 197 19 server server NN work_q6u36m2psnc3rpytggbjzexftu 197 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 197 21 multiple multiple JJ work_q6u36m2psnc3rpytggbjzexftu 197 22 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 197 23 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 197 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 197 25 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 197 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 197 27 . . . work_q6u36m2psnc3rpytggbjzexftu 198 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 198 2 setup setup NN work_q6u36m2psnc3rpytggbjzexftu 198 3 for for IN work_q6u36m2psnc3rpytggbjzexftu 198 4 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 198 5 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 198 6 similar similar JJ work_q6u36m2psnc3rpytggbjzexftu 198 7 to to IN work_q6u36m2psnc3rpytggbjzexftu 198 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 198 9 MapReduce MapReduce NNP work_q6u36m2psnc3rpytggbjzexftu 198 10 network network NN work_q6u36m2psnc3rpytggbjzexftu 198 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 198 12 Dean Dean NNP work_q6u36m2psnc3rpytggbjzexftu 198 13 & & CC work_q6u36m2psnc3rpytggbjzexftu 198 14 Ghemawat Ghemawat NNP work_q6u36m2psnc3rpytggbjzexftu 198 15 , , , work_q6u36m2psnc3rpytggbjzexftu 198 16 2008 2008 CD work_q6u36m2psnc3rpytggbjzexftu 198 17 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 198 18 ; ; : work_q6u36m2psnc3rpytggbjzexftu 198 19 however however RB work_q6u36m2psnc3rpytggbjzexftu 198 20 , , , work_q6u36m2psnc3rpytggbjzexftu 198 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 198 22 master master NN work_q6u36m2psnc3rpytggbjzexftu 198 23 server server NN work_q6u36m2psnc3rpytggbjzexftu 198 24 performs perform VBZ work_q6u36m2psnc3rpytggbjzexftu 198 25 many many JJ work_q6u36m2psnc3rpytggbjzexftu 198 26 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 198 27 during during IN work_q6u36m2psnc3rpytggbjzexftu 198 28 an an DT work_q6u36m2psnc3rpytggbjzexftu 198 29 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 198 30 of of IN work_q6u36m2psnc3rpytggbjzexftu 198 31 the the DT work_q6u36m2psnc3rpytggbjzexftu 198 32 master master NN work_q6u36m2psnc3rpytggbjzexftu 198 33 event event NN work_q6u36m2psnc3rpytggbjzexftu 198 34 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 198 35 , , , work_q6u36m2psnc3rpytggbjzexftu 198 36 including include VBG work_q6u36m2psnc3rpytggbjzexftu 198 37 a a DT work_q6u36m2psnc3rpytggbjzexftu 198 38 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 198 39 step step NN work_q6u36m2psnc3rpytggbjzexftu 198 40 , , , work_q6u36m2psnc3rpytggbjzexftu 198 41 but but CC work_q6u36m2psnc3rpytggbjzexftu 198 42 also also RB work_q6u36m2psnc3rpytggbjzexftu 198 43 several several JJ work_q6u36m2psnc3rpytggbjzexftu 198 44 other other JJ work_q6u36m2psnc3rpytggbjzexftu 198 45 important important JJ work_q6u36m2psnc3rpytggbjzexftu 198 46 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 198 47 . . . work_q6u36m2psnc3rpytggbjzexftu 199 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 199 2 specific specific JJ work_q6u36m2psnc3rpytggbjzexftu 199 3 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 199 4 will will MD work_q6u36m2psnc3rpytggbjzexftu 199 5 be be VB work_q6u36m2psnc3rpytggbjzexftu 199 6 dictated dictate VBN work_q6u36m2psnc3rpytggbjzexftu 199 7 by by IN work_q6u36m2psnc3rpytggbjzexftu 199 8 events event NNS work_q6u36m2psnc3rpytggbjzexftu 199 9 triggered trigger VBN work_q6u36m2psnc3rpytggbjzexftu 199 10 by by IN work_q6u36m2psnc3rpytggbjzexftu 199 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 199 12 client client NN work_q6u36m2psnc3rpytggbjzexftu 199 13 , , , work_q6u36m2psnc3rpytggbjzexftu 199 14 such such JJ work_q6u36m2psnc3rpytggbjzexftu 199 15 as as IN work_q6u36m2psnc3rpytggbjzexftu 199 16 requests request NNS work_q6u36m2psnc3rpytggbjzexftu 199 17 for for IN work_q6u36m2psnc3rpytggbjzexftu 199 18 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 199 19 , , , work_q6u36m2psnc3rpytggbjzexftu 199 20 new new JJ work_q6u36m2psnc3rpytggbjzexftu 199 21 client client NN work_q6u36m2psnc3rpytggbjzexftu 199 22 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 199 23 , , , work_q6u36m2psnc3rpytggbjzexftu 199 24 removed remove VBN work_q6u36m2psnc3rpytggbjzexftu 199 25 / / SYM work_q6u36m2psnc3rpytggbjzexftu 199 26 lost lose VBN work_q6u36m2psnc3rpytggbjzexftu 199 27 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 199 28 , , , work_q6u36m2psnc3rpytggbjzexftu 199 29 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 199 30 . . . work_q6u36m2psnc3rpytggbjzexftu 200 1 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 200 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 200 3 event event NN work_q6u36m2psnc3rpytggbjzexftu 200 4 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 200 5 can can MD work_q6u36m2psnc3rpytggbjzexftu 200 6 be be VB work_q6u36m2psnc3rpytggbjzexftu 200 7 considered consider VBN work_q6u36m2psnc3rpytggbjzexftu 200 8 as as IN work_q6u36m2psnc3rpytggbjzexftu 200 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 200 10 synchronized synchronized JJ work_q6u36m2psnc3rpytggbjzexftu 200 11 map map NN work_q6u36m2psnc3rpytggbjzexftu 200 12 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 200 13 reduce reduce VB work_q6u36m2psnc3rpytggbjzexftu 200 14 algorithm algorithm NN work_q6u36m2psnc3rpytggbjzexftu 200 15 with with IN work_q6u36m2psnc3rpytggbjzexftu 200 16 a a DT work_q6u36m2psnc3rpytggbjzexftu 200 17 user user NN work_q6u36m2psnc3rpytggbjzexftu 200 18 defined define VBN work_q6u36m2psnc3rpytggbjzexftu 200 19 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 200 20 duration duration NN work_q6u36m2psnc3rpytggbjzexftu 200 21 T T NNP work_q6u36m2psnc3rpytggbjzexftu 200 22 , , , work_q6u36m2psnc3rpytggbjzexftu 200 23 where where WRB work_q6u36m2psnc3rpytggbjzexftu 200 24 values value NNS work_q6u36m2psnc3rpytggbjzexftu 200 25 of of IN work_q6u36m2psnc3rpytggbjzexftu 200 26 T T NNP work_q6u36m2psnc3rpytggbjzexftu 200 27 may may MD work_q6u36m2psnc3rpytggbjzexftu 200 28 range range VB work_q6u36m2psnc3rpytggbjzexftu 200 29 from from IN work_q6u36m2psnc3rpytggbjzexftu 200 30 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 200 31 to to IN work_q6u36m2psnc3rpytggbjzexftu 200 32 30 30 CD work_q6u36m2psnc3rpytggbjzexftu 200 33 s s NN work_q6u36m2psnc3rpytggbjzexftu 200 34 , , , work_q6u36m2psnc3rpytggbjzexftu 200 35 depending depend VBG work_q6u36m2psnc3rpytggbjzexftu 200 36 on on IN work_q6u36m2psnc3rpytggbjzexftu 200 37 the the DT work_q6u36m2psnc3rpytggbjzexftu 200 38 size size NN work_q6u36m2psnc3rpytggbjzexftu 200 39 of of IN work_q6u36m2psnc3rpytggbjzexftu 200 40 the the DT work_q6u36m2psnc3rpytggbjzexftu 200 41 network network NN work_q6u36m2psnc3rpytggbjzexftu 200 42 and and CC work_q6u36m2psnc3rpytggbjzexftu 200 43 the the DT work_q6u36m2psnc3rpytggbjzexftu 200 44 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 200 45 . . . work_q6u36m2psnc3rpytggbjzexftu 201 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 201 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 201 3 not not RB work_q6u36m2psnc3rpytggbjzexftu 201 4 limited limit VBN work_q6u36m2psnc3rpytggbjzexftu 201 5 to to IN work_q6u36m2psnc3rpytggbjzexftu 201 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 201 7 map map NN work_q6u36m2psnc3rpytggbjzexftu 201 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 201 9 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 201 10 paradigm paradigm NN work_q6u36m2psnc3rpytggbjzexftu 201 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 201 12 in in IN work_q6u36m2psnc3rpytggbjzexftu 201 13 fact fact NN work_q6u36m2psnc3rpytggbjzexftu 201 14 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 201 15 believe believe VBP work_q6u36m2psnc3rpytggbjzexftu 201 16 that that IN work_q6u36m2psnc3rpytggbjzexftu 201 17 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 201 18 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 201 19 opens open VBZ work_q6u36m2psnc3rpytggbjzexftu 201 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 201 21 door door NN work_q6u36m2psnc3rpytggbjzexftu 201 22 to to TO work_q6u36m2psnc3rpytggbjzexftu 201 23 peer peer VB work_q6u36m2psnc3rpytggbjzexftu 201 24 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 201 25 to to IN work_q6u36m2psnc3rpytggbjzexftu 201 26 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 201 27 peer peer NN work_q6u36m2psnc3rpytggbjzexftu 201 28 or or CC work_q6u36m2psnc3rpytggbjzexftu 201 29 gossip gossip VB work_q6u36m2psnc3rpytggbjzexftu 201 30 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 201 31 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 201 32 Boyd Boyd NNP work_q6u36m2psnc3rpytggbjzexftu 201 33 et et FW work_q6u36m2psnc3rpytggbjzexftu 201 34 al al NNP work_q6u36m2psnc3rpytggbjzexftu 201 35 . . NNP work_q6u36m2psnc3rpytggbjzexftu 201 36 , , , work_q6u36m2psnc3rpytggbjzexftu 201 37 2006 2006 CD work_q6u36m2psnc3rpytggbjzexftu 201 38 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 201 39 . . . work_q6u36m2psnc3rpytggbjzexftu 202 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 202 2 are be VBP work_q6u36m2psnc3rpytggbjzexftu 202 3 currently currently RB work_q6u36m2psnc3rpytggbjzexftu 202 4 developing develop VBG work_q6u36m2psnc3rpytggbjzexftu 202 5 asynchronous asynchronous JJ work_q6u36m2psnc3rpytggbjzexftu 202 6 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 202 7 to to TO work_q6u36m2psnc3rpytggbjzexftu 202 8 improve improve VB work_q6u36m2psnc3rpytggbjzexftu 202 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 202 10 scalability scalability NN work_q6u36m2psnc3rpytggbjzexftu 202 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 202 12 MLitB. MLitB. NNP work_q6u36m2psnc3rpytggbjzexftu 203 1 Master master NN work_q6u36m2psnc3rpytggbjzexftu 203 2 event event NN work_q6u36m2psnc3rpytggbjzexftu 203 3 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 203 4 The the DT work_q6u36m2psnc3rpytggbjzexftu 203 5 master master NN work_q6u36m2psnc3rpytggbjzexftu 203 6 event event NN work_q6u36m2psnc3rpytggbjzexftu 203 7 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 203 8 consists consist VBZ work_q6u36m2psnc3rpytggbjzexftu 203 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 203 10 five five CD work_q6u36m2psnc3rpytggbjzexftu 203 11 steps step NNS work_q6u36m2psnc3rpytggbjzexftu 203 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 203 13 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 203 14 executed execute VBN work_q6u36m2psnc3rpytggbjzexftu 203 15 by by IN work_q6u36m2psnc3rpytggbjzexftu 203 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 203 17 master master NNP work_q6u36m2psnc3rpytggbjzexftu 203 18 server server NN work_q6u36m2psnc3rpytggbjzexftu 203 19 node node RB work_q6u36m2psnc3rpytggbjzexftu 203 20 as as RB work_q6u36m2psnc3rpytggbjzexftu 203 21 long long RB work_q6u36m2psnc3rpytggbjzexftu 203 22 there there EX work_q6u36m2psnc3rpytggbjzexftu 203 23 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 203 24 at at RB work_q6u36m2psnc3rpytggbjzexftu 203 25 least least RBS work_q6u36m2psnc3rpytggbjzexftu 203 26 one one CD work_q6u36m2psnc3rpytggbjzexftu 203 27 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 203 28 node node RB work_q6u36m2psnc3rpytggbjzexftu 203 29 connected connect VBD work_q6u36m2psnc3rpytggbjzexftu 203 30 . . . work_q6u36m2psnc3rpytggbjzexftu 204 1 Each each DT work_q6u36m2psnc3rpytggbjzexftu 204 2 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 204 3 includes include VBZ work_q6u36m2psnc3rpytggbjzexftu 204 4 one one CD work_q6u36m2psnc3rpytggbjzexftu 204 5 map map NN work_q6u36m2psnc3rpytggbjzexftu 204 6 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 204 7 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 204 8 step step NN work_q6u36m2psnc3rpytggbjzexftu 204 9 , , , work_q6u36m2psnc3rpytggbjzexftu 204 10 and and CC work_q6u36m2psnc3rpytggbjzexftu 204 11 runs run VBZ work_q6u36m2psnc3rpytggbjzexftu 204 12 for for IN work_q6u36m2psnc3rpytggbjzexftu 204 13 at at RB work_q6u36m2psnc3rpytggbjzexftu 204 14 least least JJS work_q6u36m2psnc3rpytggbjzexftu 204 15 T t NN work_q6u36m2psnc3rpytggbjzexftu 204 16 seconds second NNS work_q6u36m2psnc3rpytggbjzexftu 204 17 . . . work_q6u36m2psnc3rpytggbjzexftu 205 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 205 2 following follow VBG work_q6u36m2psnc3rpytggbjzexftu 205 3 steps step NNS work_q6u36m2psnc3rpytggbjzexftu 205 4 are be VBP work_q6u36m2psnc3rpytggbjzexftu 205 5 executed execute VBN work_q6u36m2psnc3rpytggbjzexftu 205 6 , , , work_q6u36m2psnc3rpytggbjzexftu 205 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 205 8 order order NN work_q6u36m2psnc3rpytggbjzexftu 205 9 : : : work_q6u36m2psnc3rpytggbjzexftu 205 10 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 205 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 205 12 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 205 13 New new JJ work_q6u36m2psnc3rpytggbjzexftu 205 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 205 15 uploading uploading NN work_q6u36m2psnc3rpytggbjzexftu 205 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 205 17 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 205 18 . . . work_q6u36m2psnc3rpytggbjzexftu 206 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 206 2 b b LS work_q6u36m2psnc3rpytggbjzexftu 206 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 206 4 New New NNP work_q6u36m2psnc3rpytggbjzexftu 206 5 client client NN work_q6u36m2psnc3rpytggbjzexftu 206 6 trainer trainer NN work_q6u36m2psnc3rpytggbjzexftu 206 7 initialization initialization NN work_q6u36m2psnc3rpytggbjzexftu 206 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 206 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 206 10 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 206 11 . . . work_q6u36m2psnc3rpytggbjzexftu 207 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 207 2 c c NN work_q6u36m2psnc3rpytggbjzexftu 207 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 207 4 Training training NN work_q6u36m2psnc3rpytggbjzexftu 207 5 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 207 6 reduce reduce VBP work_q6u36m2psnc3rpytggbjzexftu 207 7 step step NN work_q6u36m2psnc3rpytggbjzexftu 207 8 . . . work_q6u36m2psnc3rpytggbjzexftu 208 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 208 2 d d LS work_q6u36m2psnc3rpytggbjzexftu 208 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 208 4 Latency latency NN work_q6u36m2psnc3rpytggbjzexftu 208 5 monitoring monitoring NN work_q6u36m2psnc3rpytggbjzexftu 208 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 208 7 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 208 8 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 208 9 adjustment adjustment NN work_q6u36m2psnc3rpytggbjzexftu 208 10 . . . work_q6u36m2psnc3rpytggbjzexftu 209 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 209 2 e e LS work_q6u36m2psnc3rpytggbjzexftu 209 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 209 4 Master Master NNP work_q6u36m2psnc3rpytggbjzexftu 209 5 broadcasts broadcast NNS work_q6u36m2psnc3rpytggbjzexftu 209 6 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 209 7 . . . work_q6u36m2psnc3rpytggbjzexftu 210 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 210 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 210 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 210 4 New new JJ work_q6u36m2psnc3rpytggbjzexftu 210 5 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 210 6 uploading uploading NN work_q6u36m2psnc3rpytggbjzexftu 210 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 210 8 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 210 9 When when WRB work_q6u36m2psnc3rpytggbjzexftu 210 10 a a DT work_q6u36m2psnc3rpytggbjzexftu 210 11 client client NN work_q6u36m2psnc3rpytggbjzexftu 210 12 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 210 13 uploads uploads JJ work_q6u36m2psnc3rpytggbjzexftu 210 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 210 15 , , , work_q6u36m2psnc3rpytggbjzexftu 210 16 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 210 17 directly directly RB work_q6u36m2psnc3rpytggbjzexftu 210 18 communicates communicate VBZ work_q6u36m2psnc3rpytggbjzexftu 210 19 with with IN work_q6u36m2psnc3rpytggbjzexftu 210 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 210 21 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 210 22 server server NN work_q6u36m2psnc3rpytggbjzexftu 210 23 using use VBG work_q6u36m2psnc3rpytggbjzexftu 210 24 XHR XHR NNP work_q6u36m2psnc3rpytggbjzexftu 210 25 . . . work_q6u36m2psnc3rpytggbjzexftu 211 1 Once once IN work_q6u36m2psnc3rpytggbjzexftu 211 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 211 3 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 211 4 server server NN work_q6u36m2psnc3rpytggbjzexftu 211 5 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 211 6 uploaded upload VBN work_q6u36m2psnc3rpytggbjzexftu 211 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 211 8 zip zip NN work_q6u36m2psnc3rpytggbjzexftu 211 9 file file NN work_q6u36m2psnc3rpytggbjzexftu 211 10 , , , work_q6u36m2psnc3rpytggbjzexftu 211 11 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 211 12 sends send VBZ work_q6u36m2psnc3rpytggbjzexftu 211 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 211 14 data data NN work_q6u36m2psnc3rpytggbjzexftu 211 15 indices index NNS work_q6u36m2psnc3rpytggbjzexftu 211 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 211 17 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 211 18 labels label NNS work_q6u36m2psnc3rpytggbjzexftu 211 19 to to IN work_q6u36m2psnc3rpytggbjzexftu 211 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 211 21 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 211 22 . . . work_q6u36m2psnc3rpytggbjzexftu 212 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 212 2 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 212 3 then then RB work_q6u36m2psnc3rpytggbjzexftu 212 4 registers register VBZ work_q6u36m2psnc3rpytggbjzexftu 212 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 212 6 indices index NNS work_q6u36m2psnc3rpytggbjzexftu 212 7 with with IN work_q6u36m2psnc3rpytggbjzexftu 212 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 212 9 master master NN work_q6u36m2psnc3rpytggbjzexftu 212 10 server server NN work_q6u36m2psnc3rpytggbjzexftu 212 11 . . . work_q6u36m2psnc3rpytggbjzexftu 213 1 Each each DT work_q6u36m2psnc3rpytggbjzexftu 213 2 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 213 3 index index NN work_q6u36m2psnc3rpytggbjzexftu 213 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 213 5 managed manage VBN work_q6u36m2psnc3rpytggbjzexftu 213 6 : : : work_q6u36m2psnc3rpytggbjzexftu 213 7 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 213 8 stores store NNS work_q6u36m2psnc3rpytggbjzexftu 213 9 an an DT work_q6u36m2psnc3rpytggbjzexftu 213 10 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 213 11 index index NN work_q6u36m2psnc3rpytggbjzexftu 213 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 213 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 213 14 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 213 15 that that WDT work_q6u36m2psnc3rpytggbjzexftu 213 16 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 213 17 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 213 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 213 19 ID ID NNP work_q6u36m2psnc3rpytggbjzexftu 213 20 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 213 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 213 22 a a DT work_q6u36m2psnc3rpytggbjzexftu 213 23 cached cached JJ work_q6u36m2psnc3rpytggbjzexftu 213 24 index index NN work_q6u36m2psnc3rpytggbjzexftu 213 25 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 213 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 213 27 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 213 28 that that WDT work_q6u36m2psnc3rpytggbjzexftu 213 29 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 213 30 cached cache VBN work_q6u36m2psnc3rpytggbjzexftu 213 31 the the DT work_q6u36m2psnc3rpytggbjzexftu 213 32 ID ID NNP work_q6u36m2psnc3rpytggbjzexftu 213 33 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 213 34 . . . work_q6u36m2psnc3rpytggbjzexftu 214 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 214 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 214 3 ensures ensure VBZ work_q6u36m2psnc3rpytggbjzexftu 214 4 that that IN work_q6u36m2psnc3rpytggbjzexftu 214 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 214 6 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 214 7 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 214 8 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 214 9 balanced balance VBN work_q6u36m2psnc3rpytggbjzexftu 214 10 amongst amongst IN work_q6u36m2psnc3rpytggbjzexftu 214 11 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 214 12 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 214 13 . . . work_q6u36m2psnc3rpytggbjzexftu 215 1 Once once RB work_q6u36m2psnc3rpytggbjzexftu 215 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 215 3 data data NN work_q6u36m2psnc3rpytggbjzexftu 215 4 set set NN work_q6u36m2psnc3rpytggbjzexftu 215 5 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 215 6 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 215 7 on on IN work_q6u36m2psnc3rpytggbjzexftu 215 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 215 9 master master NN work_q6u36m2psnc3rpytggbjzexftu 215 10 server server NN work_q6u36m2psnc3rpytggbjzexftu 215 11 , , , work_q6u36m2psnc3rpytggbjzexftu 215 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 215 13 master master NN work_q6u36m2psnc3rpytggbjzexftu 215 14 allocates allocate VBZ work_q6u36m2psnc3rpytggbjzexftu 215 15 indices indice VBZ work_q6u36m2psnc3rpytggbjzexftu 215 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 215 17 sends send VBZ work_q6u36m2psnc3rpytggbjzexftu 215 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 215 19 set set NN work_q6u36m2psnc3rpytggbjzexftu 215 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 215 21 IDs id NNS work_q6u36m2psnc3rpytggbjzexftu 215 22 to to IN work_q6u36m2psnc3rpytggbjzexftu 215 23 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 215 24 . . . work_q6u36m2psnc3rpytggbjzexftu 216 1 Workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 216 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 216 3 then then RB work_q6u36m2psnc3rpytggbjzexftu 216 4 request request VB work_q6u36m2psnc3rpytggbjzexftu 216 5 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 216 6 from from IN work_q6u36m2psnc3rpytggbjzexftu 216 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 216 8 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 216 9 , , , work_q6u36m2psnc3rpytggbjzexftu 216 10 who who WP work_q6u36m2psnc3rpytggbjzexftu 216 11 in in IN work_q6u36m2psnc3rpytggbjzexftu 216 12 turn turn NN work_q6u36m2psnc3rpytggbjzexftu 216 13 use use VBP work_q6u36m2psnc3rpytggbjzexftu 216 14 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 216 15 data data NN work_q6u36m2psnc3rpytggbjzexftu 216 16 downloader downloader NN work_q6u36m2psnc3rpytggbjzexftu 216 17 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 216 18 to to TO work_q6u36m2psnc3rpytggbjzexftu 216 19 download download VB work_q6u36m2psnc3rpytggbjzexftu 216 20 those those DT work_q6u36m2psnc3rpytggbjzexftu 216 21 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 216 22 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 216 23 et et NNP work_q6u36m2psnc3rpytggbjzexftu 216 24 al al NNP work_q6u36m2psnc3rpytggbjzexftu 216 25 . . . work_q6u36m2psnc3rpytggbjzexftu 217 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 217 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 217 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 217 4 , , , work_q6u36m2psnc3rpytggbjzexftu 217 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 217 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 217 7 . . . work_q6u36m2psnc3rpytggbjzexftu 218 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 218 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 218 3 , , , work_q6u36m2psnc3rpytggbjzexftu 218 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 218 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 218 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 218 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 218 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 218 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 218 10 10/24 10/24 CD work_q6u36m2psnc3rpytggbjzexftu 218 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ . work_q6u36m2psnc3rpytggbjzexftu 218 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 218 13 specific specific JJ work_q6u36m2psnc3rpytggbjzexftu 218 14 IDs IDs NNP work_q6u36m2psnc3rpytggbjzexftu 218 15 from from IN work_q6u36m2psnc3rpytggbjzexftu 218 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 218 17 data data NN work_q6u36m2psnc3rpytggbjzexftu 218 18 server server NN work_q6u36m2psnc3rpytggbjzexftu 218 19 . . . work_q6u36m2psnc3rpytggbjzexftu 219 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 219 2 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 219 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 219 4 sends send VBZ work_q6u36m2psnc3rpytggbjzexftu 219 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 219 6 zipped zip VBN work_q6u36m2psnc3rpytggbjzexftu 219 7 file file NN work_q6u36m2psnc3rpytggbjzexftu 219 8 to to IN work_q6u36m2psnc3rpytggbjzexftu 219 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 219 10 data data NN work_q6u36m2psnc3rpytggbjzexftu 219 11 downloader downloader NN work_q6u36m2psnc3rpytggbjzexftu 219 12 , , , work_q6u36m2psnc3rpytggbjzexftu 219 13 which which WDT work_q6u36m2psnc3rpytggbjzexftu 219 14 are be VBP work_q6u36m2psnc3rpytggbjzexftu 219 15 then then RB work_q6u36m2psnc3rpytggbjzexftu 219 16 unzipped unzipped JJ work_q6u36m2psnc3rpytggbjzexftu 219 17 and and CC work_q6u36m2psnc3rpytggbjzexftu 219 18 processed process VBN work_q6u36m2psnc3rpytggbjzexftu 219 19 by by IN work_q6u36m2psnc3rpytggbjzexftu 219 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 219 21 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 219 22 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 219 23 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 219 24 , , , work_q6u36m2psnc3rpytggbjzexftu 219 25 JPEG JPEG NNP work_q6u36m2psnc3rpytggbjzexftu 219 26 decoding decode VBG work_q6u36m2psnc3rpytggbjzexftu 219 27 for for IN work_q6u36m2psnc3rpytggbjzexftu 219 28 images image NNS work_q6u36m2psnc3rpytggbjzexftu 219 29 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 219 30 . . . work_q6u36m2psnc3rpytggbjzexftu 220 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 220 2 zip zip NN work_q6u36m2psnc3rpytggbjzexftu 220 3 file file NN work_q6u36m2psnc3rpytggbjzexftu 220 4 transfers transfer NNS work_q6u36m2psnc3rpytggbjzexftu 220 5 are be VBP work_q6u36m2psnc3rpytggbjzexftu 220 6 fast fast JJ work_q6u36m2psnc3rpytggbjzexftu 220 7 but but CC work_q6u36m2psnc3rpytggbjzexftu 220 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 220 9 decoding decoding NN work_q6u36m2psnc3rpytggbjzexftu 220 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 220 11 be be VB work_q6u36m2psnc3rpytggbjzexftu 220 12 slow slow JJ work_q6u36m2psnc3rpytggbjzexftu 220 13 . . . work_q6u36m2psnc3rpytggbjzexftu 221 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 221 2 therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 221 3 allow allow VBP work_q6u36m2psnc3rpytggbjzexftu 221 4 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 221 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 221 6 begin begin VB work_q6u36m2psnc3rpytggbjzexftu 221 7 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 221 8 before before IN work_q6u36m2psnc3rpytggbjzexftu 221 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 221 10 entire entire JJ work_q6u36m2psnc3rpytggbjzexftu 221 11 dataset dataset NN work_q6u36m2psnc3rpytggbjzexftu 221 12 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 221 13 downloaded download VBN work_q6u36m2psnc3rpytggbjzexftu 221 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 221 15 decoded decode VBN work_q6u36m2psnc3rpytggbjzexftu 221 16 , , , work_q6u36m2psnc3rpytggbjzexftu 221 17 allowing allow VBG work_q6u36m2psnc3rpytggbjzexftu 221 18 projects project NNS work_q6u36m2psnc3rpytggbjzexftu 221 19 to to TO work_q6u36m2psnc3rpytggbjzexftu 221 20 start start VB work_q6u36m2psnc3rpytggbjzexftu 221 21 training train VBG work_q6u36m2psnc3rpytggbjzexftu 221 22 almost almost RB work_q6u36m2psnc3rpytggbjzexftu 221 23 immediately immediately RB work_q6u36m2psnc3rpytggbjzexftu 221 24 while while IN work_q6u36m2psnc3rpytggbjzexftu 221 25 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 221 26 gets get VBZ work_q6u36m2psnc3rpytggbjzexftu 221 27 cached cache VBN work_q6u36m2psnc3rpytggbjzexftu 221 28 in in IN work_q6u36m2psnc3rpytggbjzexftu 221 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 221 30 background background NN work_q6u36m2psnc3rpytggbjzexftu 221 31 . . . work_q6u36m2psnc3rpytggbjzexftu 222 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 222 2 b b LS work_q6u36m2psnc3rpytggbjzexftu 222 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 222 4 New New NNP work_q6u36m2psnc3rpytggbjzexftu 222 5 client client NN work_q6u36m2psnc3rpytggbjzexftu 222 6 trainer trainer NN work_q6u36m2psnc3rpytggbjzexftu 222 7 initialization initialization NN work_q6u36m2psnc3rpytggbjzexftu 222 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 222 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 222 10 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 222 11 When when WRB work_q6u36m2psnc3rpytggbjzexftu 222 12 a a DT work_q6u36m2psnc3rpytggbjzexftu 222 13 client client NN work_q6u36m2psnc3rpytggbjzexftu 222 14 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 222 15 adds add VBZ work_q6u36m2psnc3rpytggbjzexftu 222 16 a a DT work_q6u36m2psnc3rpytggbjzexftu 222 17 new new JJ work_q6u36m2psnc3rpytggbjzexftu 222 18 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 222 19 , , , work_q6u36m2psnc3rpytggbjzexftu 222 20 a a DT work_q6u36m2psnc3rpytggbjzexftu 222 21 request request NN work_q6u36m2psnc3rpytggbjzexftu 222 22 to to TO work_q6u36m2psnc3rpytggbjzexftu 222 23 join join VB work_q6u36m2psnc3rpytggbjzexftu 222 24 the the DT work_q6u36m2psnc3rpytggbjzexftu 222 25 project project NN work_q6u36m2psnc3rpytggbjzexftu 222 26 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 222 27 sent send VBN work_q6u36m2psnc3rpytggbjzexftu 222 28 to to IN work_q6u36m2psnc3rpytggbjzexftu 222 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 222 30 master master NN work_q6u36m2psnc3rpytggbjzexftu 222 31 . . . work_q6u36m2psnc3rpytggbjzexftu 223 1 If if IN work_q6u36m2psnc3rpytggbjzexftu 223 2 there there EX work_q6u36m2psnc3rpytggbjzexftu 223 3 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 223 4 unallocated unallocated JJ work_q6u36m2psnc3rpytggbjzexftu 223 5 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 223 6 , , , work_q6u36m2psnc3rpytggbjzexftu 223 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 223 8 balanced balanced JJ work_q6u36m2psnc3rpytggbjzexftu 223 9 fraction fraction NN work_q6u36m2psnc3rpytggbjzexftu 223 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 223 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 223 12 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 223 13 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 223 14 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 223 15 to to IN work_q6u36m2psnc3rpytggbjzexftu 223 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 223 17 new new JJ work_q6u36m2psnc3rpytggbjzexftu 223 18 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 223 19 . . . work_q6u36m2psnc3rpytggbjzexftu 224 1 If if IN work_q6u36m2psnc3rpytggbjzexftu 224 2 there there EX work_q6u36m2psnc3rpytggbjzexftu 224 3 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 224 4 no no DT work_q6u36m2psnc3rpytggbjzexftu 224 5 unallocated unallocated JJ work_q6u36m2psnc3rpytggbjzexftu 224 6 data data NN work_q6u36m2psnc3rpytggbjzexftu 224 7 , , , work_q6u36m2psnc3rpytggbjzexftu 224 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 224 9 pie pie NN work_q6u36m2psnc3rpytggbjzexftu 224 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 224 11 cutter cutter NN work_q6u36m2psnc3rpytggbjzexftu 224 12 algorithm algorithm NNP work_q6u36m2psnc3rpytggbjzexftu 224 13 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 224 14 used use VBN work_q6u36m2psnc3rpytggbjzexftu 224 15 to to TO work_q6u36m2psnc3rpytggbjzexftu 224 16 remove remove VB work_q6u36m2psnc3rpytggbjzexftu 224 17 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 224 18 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 224 19 from from IN work_q6u36m2psnc3rpytggbjzexftu 224 20 other other JJ work_q6u36m2psnc3rpytggbjzexftu 224 21 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 224 22 and and CC work_q6u36m2psnc3rpytggbjzexftu 224 23 assign assign VB work_q6u36m2psnc3rpytggbjzexftu 224 24 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 224 25 to to IN work_q6u36m2psnc3rpytggbjzexftu 224 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 224 27 new new JJ work_q6u36m2psnc3rpytggbjzexftu 224 28 client client NN work_q6u36m2psnc3rpytggbjzexftu 224 29 . . . work_q6u36m2psnc3rpytggbjzexftu 225 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 225 2 prevents prevent VBZ work_q6u36m2psnc3rpytggbjzexftu 225 3 unnecessary unnecessary JJ work_q6u36m2psnc3rpytggbjzexftu 225 4 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 225 5 transfers transfer NNS work_q6u36m2psnc3rpytggbjzexftu 225 6 . . . work_q6u36m2psnc3rpytggbjzexftu 226 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 226 2 new new JJ work_q6u36m2psnc3rpytggbjzexftu 226 3 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 226 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 226 5 sent send VBN work_q6u36m2psnc3rpytggbjzexftu 226 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 226 7 set set NN work_q6u36m2psnc3rpytggbjzexftu 226 8 of of IN work_q6u36m2psnc3rpytggbjzexftu 226 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 226 10 IDs IDs NNP work_q6u36m2psnc3rpytggbjzexftu 226 11 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 226 12 will will MD work_q6u36m2psnc3rpytggbjzexftu 226 13 need need VB work_q6u36m2psnc3rpytggbjzexftu 226 14 to to TO work_q6u36m2psnc3rpytggbjzexftu 226 15 download download VB work_q6u36m2psnc3rpytggbjzexftu 226 16 from from IN work_q6u36m2psnc3rpytggbjzexftu 226 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 226 18 client client NN work_q6u36m2psnc3rpytggbjzexftu 226 19 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 226 20 data data NN work_q6u36m2psnc3rpytggbjzexftu 226 21 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 226 22 . . . work_q6u36m2psnc3rpytggbjzexftu 227 1 Once once IN work_q6u36m2psnc3rpytggbjzexftu 227 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 227 3 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 227 4 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 227 5 been be VBN work_q6u36m2psnc3rpytggbjzexftu 227 6 downloaded download VBN work_q6u36m2psnc3rpytggbjzexftu 227 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 227 8 put put VBN work_q6u36m2psnc3rpytggbjzexftu 227 9 into into IN work_q6u36m2psnc3rpytggbjzexftu 227 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 227 11 new new JJ work_q6u36m2psnc3rpytggbjzexftu 227 12 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 227 13 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 227 14 cache cache NNP work_q6u36m2psnc3rpytggbjzexftu 227 15 , , , work_q6u36m2psnc3rpytggbjzexftu 227 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 227 17 master master NN work_q6u36m2psnc3rpytggbjzexftu 227 18 will will MD work_q6u36m2psnc3rpytggbjzexftu 227 19 then then RB work_q6u36m2psnc3rpytggbjzexftu 227 20 add add VB work_q6u36m2psnc3rpytggbjzexftu 227 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 227 22 new new JJ work_q6u36m2psnc3rpytggbjzexftu 227 23 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 227 24 to to IN work_q6u36m2psnc3rpytggbjzexftu 227 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 227 26 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 227 27 performed perform VBN work_q6u36m2psnc3rpytggbjzexftu 227 28 at at IN work_q6u36m2psnc3rpytggbjzexftu 227 29 each each DT work_q6u36m2psnc3rpytggbjzexftu 227 30 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 227 31 . . . work_q6u36m2psnc3rpytggbjzexftu 228 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 228 2 master master NN work_q6u36m2psnc3rpytggbjzexftu 228 3 server server NN work_q6u36m2psnc3rpytggbjzexftu 228 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 228 5 immediately immediately RB work_q6u36m2psnc3rpytggbjzexftu 228 6 informed inform VBN work_q6u36m2psnc3rpytggbjzexftu 228 7 when when WRB work_q6u36m2psnc3rpytggbjzexftu 228 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 228 9 client client NN work_q6u36m2psnc3rpytggbjzexftu 228 10 or or CC work_q6u36m2psnc3rpytggbjzexftu 228 11 one one CD work_q6u36m2psnc3rpytggbjzexftu 228 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 228 13 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 228 14 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 228 15 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 228 16 removed remove VBN work_q6u36m2psnc3rpytggbjzexftu 228 17 from from IN work_q6u36m2psnc3rpytggbjzexftu 228 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 228 19 network.3 network.3 NN work_q6u36m2psnc3rpytggbjzexftu 228 20 Because because IN work_q6u36m2psnc3rpytggbjzexftu 228 21 of of IN work_q6u36m2psnc3rpytggbjzexftu 228 22 this this DT work_q6u36m2psnc3rpytggbjzexftu 228 23 , , , work_q6u36m2psnc3rpytggbjzexftu 228 24 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 228 25 can can MD work_q6u36m2psnc3rpytggbjzexftu 228 26 manage manage VB work_q6u36m2psnc3rpytggbjzexftu 228 27 the the DT work_q6u36m2psnc3rpytggbjzexftu 228 28 newly newly RB work_q6u36m2psnc3rpytggbjzexftu 228 29 unallocated unallocated JJ work_q6u36m2psnc3rpytggbjzexftu 228 30 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 228 31 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 228 32 that that WDT work_q6u36m2psnc3rpytggbjzexftu 228 33 were be VBD work_q6u36m2psnc3rpytggbjzexftu 228 34 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 228 35 to to IN work_q6u36m2psnc3rpytggbjzexftu 228 36 3 3 CD work_q6u36m2psnc3rpytggbjzexftu 228 37 If if IN work_q6u36m2psnc3rpytggbjzexftu 228 38 a a DT work_q6u36m2psnc3rpytggbjzexftu 228 39 user user NN work_q6u36m2psnc3rpytggbjzexftu 228 40 closes close VBZ work_q6u36m2psnc3rpytggbjzexftu 228 41 a a DT work_q6u36m2psnc3rpytggbjzexftu 228 42 client client NN work_q6u36m2psnc3rpytggbjzexftu 228 43 tab tab NN work_q6u36m2psnc3rpytggbjzexftu 228 44 , , , work_q6u36m2psnc3rpytggbjzexftu 228 45 the the DT work_q6u36m2psnc3rpytggbjzexftu 228 46 master master NN work_q6u36m2psnc3rpytggbjzexftu 228 47 will will MD work_q6u36m2psnc3rpytggbjzexftu 228 48 know know VB work_q6u36m2psnc3rpytggbjzexftu 228 49 immediately immediately RB work_q6u36m2psnc3rpytggbjzexftu 228 50 and and CC work_q6u36m2psnc3rpytggbjzexftu 228 51 take take VB work_q6u36m2psnc3rpytggbjzexftu 228 52 action action NN work_q6u36m2psnc3rpytggbjzexftu 228 53 . . . work_q6u36m2psnc3rpytggbjzexftu 229 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 229 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 229 3 current current JJ work_q6u36m2psnc3rpytggbjzexftu 229 4 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 229 5 , , , work_q6u36m2psnc3rpytggbjzexftu 229 6 if if IN work_q6u36m2psnc3rpytggbjzexftu 229 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 229 8 user user NN work_q6u36m2psnc3rpytggbjzexftu 229 9 closes close VBZ work_q6u36m2psnc3rpytggbjzexftu 229 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 229 11 master master NN work_q6u36m2psnc3rpytggbjzexftu 229 12 tab tab NNP work_q6u36m2psnc3rpytggbjzexftu 229 13 , , , work_q6u36m2psnc3rpytggbjzexftu 229 14 all all DT work_q6u36m2psnc3rpytggbjzexftu 229 15 current current JJ work_q6u36m2psnc3rpytggbjzexftu 229 16 connections connection NNS work_q6u36m2psnc3rpytggbjzexftu 229 17 are be VBP work_q6u36m2psnc3rpytggbjzexftu 229 18 lost lose VBN work_q6u36m2psnc3rpytggbjzexftu 229 19 . . . work_q6u36m2psnc3rpytggbjzexftu 230 1 the the DT work_q6u36m2psnc3rpytggbjzexftu 230 2 lost lose VBN work_q6u36m2psnc3rpytggbjzexftu 230 3 client client NN work_q6u36m2psnc3rpytggbjzexftu 230 4 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 230 5 . . . work_q6u36m2psnc3rpytggbjzexftu 231 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 231 2 c c NN work_q6u36m2psnc3rpytggbjzexftu 231 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 231 4 Training training NN work_q6u36m2psnc3rpytggbjzexftu 231 5 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 231 6 ’ ’ POS work_q6u36m2psnc3rpytggbjzexftu 231 7 reduce reduce VBP work_q6u36m2psnc3rpytggbjzexftu 231 8 step step NN work_q6u36m2psnc3rpytggbjzexftu 231 9 The the DT work_q6u36m2psnc3rpytggbjzexftu 231 10 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 231 11 step step NN work_q6u36m2psnc3rpytggbjzexftu 231 12 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 231 13 completely completely RB work_q6u36m2psnc3rpytggbjzexftu 231 14 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 231 15 specific specific JJ work_q6u36m2psnc3rpytggbjzexftu 231 16 . . . work_q6u36m2psnc3rpytggbjzexftu 232 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 232 2 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 232 3 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 232 4 , , , work_q6u36m2psnc3rpytggbjzexftu 232 5 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 232 6 compute compute VBP work_q6u36m2psnc3rpytggbjzexftu 232 7 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 232 8 with with IN work_q6u36m2psnc3rpytggbjzexftu 232 9 respect respect NN work_q6u36m2psnc3rpytggbjzexftu 232 10 to to IN work_q6u36m2psnc3rpytggbjzexftu 232 11 model model NN work_q6u36m2psnc3rpytggbjzexftu 232 12 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 232 13 over over IN work_q6u36m2psnc3rpytggbjzexftu 232 14 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 232 15 allocated allocate VBN work_q6u36m2psnc3rpytggbjzexftu 232 16 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 232 17 vectors vector NNS work_q6u36m2psnc3rpytggbjzexftu 232 18 , , , work_q6u36m2psnc3rpytggbjzexftu 232 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 232 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 232 21 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 232 22 step step NN work_q6u36m2psnc3rpytggbjzexftu 232 23 sums sum NNS work_q6u36m2psnc3rpytggbjzexftu 232 24 over over IN work_q6u36m2psnc3rpytggbjzexftu 232 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 232 26 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 232 27 and and CC work_q6u36m2psnc3rpytggbjzexftu 232 28 updates update VBZ work_q6u36m2psnc3rpytggbjzexftu 232 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 232 30 model model NN work_q6u36m2psnc3rpytggbjzexftu 232 31 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 232 32 . . . work_q6u36m2psnc3rpytggbjzexftu 233 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 233 2 d d LS work_q6u36m2psnc3rpytggbjzexftu 233 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 233 4 Latency latency NN work_q6u36m2psnc3rpytggbjzexftu 233 5 monitoring monitoring NN work_q6u36m2psnc3rpytggbjzexftu 233 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 233 7 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 233 8 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 233 9 adjustment adjustment NN work_q6u36m2psnc3rpytggbjzexftu 233 10 The the DT work_q6u36m2psnc3rpytggbjzexftu 233 11 interval interval NN work_q6u36m2psnc3rpytggbjzexftu 233 12 T T NNP work_q6u36m2psnc3rpytggbjzexftu 233 13 represents represent VBZ work_q6u36m2psnc3rpytggbjzexftu 233 14 both both CC work_q6u36m2psnc3rpytggbjzexftu 233 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 233 16 time time NN work_q6u36m2psnc3rpytggbjzexftu 233 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 233 18 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 233 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 233 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 233 21 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 233 22 between between IN work_q6u36m2psnc3rpytggbjzexftu 233 23 the the DT work_q6u36m2psnc3rpytggbjzexftu 233 24 client client NN work_q6u36m2psnc3rpytggbjzexftu 233 25 and and CC work_q6u36m2psnc3rpytggbjzexftu 233 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 233 27 master master NN work_q6u36m2psnc3rpytggbjzexftu 233 28 node node NNP work_q6u36m2psnc3rpytggbjzexftu 233 29 . . . work_q6u36m2psnc3rpytggbjzexftu 234 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 234 2 synchronization synchronization NN work_q6u36m2psnc3rpytggbjzexftu 234 3 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 234 4 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 234 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 234 6 adaptive adaptive JJ work_q6u36m2psnc3rpytggbjzexftu 234 7 . . . work_q6u36m2psnc3rpytggbjzexftu 235 1 At at IN work_q6u36m2psnc3rpytggbjzexftu 235 2 each each DT work_q6u36m2psnc3rpytggbjzexftu 235 3 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 235 4 step step NN work_q6u36m2psnc3rpytggbjzexftu 235 5 , , , work_q6u36m2psnc3rpytggbjzexftu 235 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 235 7 master master NN work_q6u36m2psnc3rpytggbjzexftu 235 8 node node NNP work_q6u36m2psnc3rpytggbjzexftu 235 9 estimates estimate VBZ work_q6u36m2psnc3rpytggbjzexftu 235 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 235 11 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 235 12 between between IN work_q6u36m2psnc3rpytggbjzexftu 235 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 235 14 client client NN work_q6u36m2psnc3rpytggbjzexftu 235 15 and and CC work_q6u36m2psnc3rpytggbjzexftu 235 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 235 17 master master NN work_q6u36m2psnc3rpytggbjzexftu 235 18 and and CC work_q6u36m2psnc3rpytggbjzexftu 235 19 informs inform VBZ work_q6u36m2psnc3rpytggbjzexftu 235 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 235 21 client client NN work_q6u36m2psnc3rpytggbjzexftu 235 22 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 235 23 how how WRB work_q6u36m2psnc3rpytggbjzexftu 235 24 long long RB work_q6u36m2psnc3rpytggbjzexftu 235 25 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 235 26 should should MD work_q6u36m2psnc3rpytggbjzexftu 235 27 run run VB work_q6u36m2psnc3rpytggbjzexftu 235 28 for for IN work_q6u36m2psnc3rpytggbjzexftu 235 29 . . . work_q6u36m2psnc3rpytggbjzexftu 236 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 236 2 client client NN work_q6u36m2psnc3rpytggbjzexftu 236 3 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 236 4 not not RB work_q6u36m2psnc3rpytggbjzexftu 236 5 need need VB work_q6u36m2psnc3rpytggbjzexftu 236 6 to to TO work_q6u36m2psnc3rpytggbjzexftu 236 7 have have VB work_q6u36m2psnc3rpytggbjzexftu 236 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 236 9 batch batch NN work_q6u36m2psnc3rpytggbjzexftu 236 10 size size NN work_q6u36m2psnc3rpytggbjzexftu 236 11 because because IN work_q6u36m2psnc3rpytggbjzexftu 236 12 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 236 13 just just RB work_q6u36m2psnc3rpytggbjzexftu 236 14 clocks clock VBZ work_q6u36m2psnc3rpytggbjzexftu 236 15 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 236 16 own own JJ work_q6u36m2psnc3rpytggbjzexftu 236 17 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 236 18 and and CC work_q6u36m2psnc3rpytggbjzexftu 236 19 returns return NNS work_q6u36m2psnc3rpytggbjzexftu 236 20 results result NNS work_q6u36m2psnc3rpytggbjzexftu 236 21 at at IN work_q6u36m2psnc3rpytggbjzexftu 236 22 the the DT work_q6u36m2psnc3rpytggbjzexftu 236 23 end end NN work_q6u36m2psnc3rpytggbjzexftu 236 24 of of IN work_q6u36m2psnc3rpytggbjzexftu 236 25 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 236 26 scheduled scheduled JJ work_q6u36m2psnc3rpytggbjzexftu 236 27 work work NN work_q6u36m2psnc3rpytggbjzexftu 236 28 time time NN work_q6u36m2psnc3rpytggbjzexftu 236 29 . . . work_q6u36m2psnc3rpytggbjzexftu 237 1 Under under IN work_q6u36m2psnc3rpytggbjzexftu 237 2 this this DT work_q6u36m2psnc3rpytggbjzexftu 237 3 setting setting NN work_q6u36m2psnc3rpytggbjzexftu 237 4 , , , work_q6u36m2psnc3rpytggbjzexftu 237 5 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 237 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 237 7 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 237 8 to to TO work_q6u36m2psnc3rpytggbjzexftu 237 9 have have VB work_q6u36m2psnc3rpytggbjzexftu 237 10 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 237 11 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 237 12 that that WDT work_q6u36m2psnc3rpytggbjzexftu 237 13 compute compute VBP work_q6u36m2psnc3rpytggbjzexftu 237 14 only only RB work_q6u36m2psnc3rpytggbjzexftu 237 15 a a DT work_q6u36m2psnc3rpytggbjzexftu 237 16 few few JJ work_q6u36m2psnc3rpytggbjzexftu 237 17 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 237 18 per per IN work_q6u36m2psnc3rpytggbjzexftu 237 19 second second NN work_q6u36m2psnc3rpytggbjzexftu 237 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 237 21 a a DT work_q6u36m2psnc3rpytggbjzexftu 237 22 powerful powerful JJ work_q6u36m2psnc3rpytggbjzexftu 237 23 desktop desktop NN work_q6u36m2psnc3rpytggbjzexftu 237 24 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 237 25 that that WDT work_q6u36m2psnc3rpytggbjzexftu 237 26 performs perform VBZ work_q6u36m2psnc3rpytggbjzexftu 237 27 hundreds hundred NNS work_q6u36m2psnc3rpytggbjzexftu 237 28 or or CC work_q6u36m2psnc3rpytggbjzexftu 237 29 thousands thousand NNS work_q6u36m2psnc3rpytggbjzexftu 237 30 . . . work_q6u36m2psnc3rpytggbjzexftu 238 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 238 2 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 238 3 approach approach NN work_q6u36m2psnc3rpytggbjzexftu 238 4 also also RB work_q6u36m2psnc3rpytggbjzexftu 238 5 allows allow VBZ work_q6u36m2psnc3rpytggbjzexftu 238 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 238 7 master master NN work_q6u36m2psnc3rpytggbjzexftu 238 8 to to TO work_q6u36m2psnc3rpytggbjzexftu 238 9 account account VB work_q6u36m2psnc3rpytggbjzexftu 238 10 for for IN work_q6u36m2psnc3rpytggbjzexftu 238 11 unexpected unexpected JJ work_q6u36m2psnc3rpytggbjzexftu 238 12 user user NN work_q6u36m2psnc3rpytggbjzexftu 238 13 activity activity NN work_q6u36m2psnc3rpytggbjzexftu 238 14 : : : work_q6u36m2psnc3rpytggbjzexftu 238 15 if if IN work_q6u36m2psnc3rpytggbjzexftu 238 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 238 17 user user NN work_q6u36m2psnc3rpytggbjzexftu 238 18 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 238 19 device device NN work_q6u36m2psnc3rpytggbjzexftu 238 20 slows slow NNS work_q6u36m2psnc3rpytggbjzexftu 238 21 or or CC work_q6u36m2psnc3rpytggbjzexftu 238 22 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 238 23 increased increase VBN work_q6u36m2psnc3rpytggbjzexftu 238 24 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 238 25 , , , work_q6u36m2psnc3rpytggbjzexftu 238 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 238 27 master master NN work_q6u36m2psnc3rpytggbjzexftu 238 28 will will MD work_q6u36m2psnc3rpytggbjzexftu 238 29 decrease decrease VB work_q6u36m2psnc3rpytggbjzexftu 238 30 the the DT work_q6u36m2psnc3rpytggbjzexftu 238 31 load load NN work_q6u36m2psnc3rpytggbjzexftu 238 32 on on IN work_q6u36m2psnc3rpytggbjzexftu 238 33 the the DT work_q6u36m2psnc3rpytggbjzexftu 238 34 device device NN work_q6u36m2psnc3rpytggbjzexftu 238 35 for for IN work_q6u36m2psnc3rpytggbjzexftu 238 36 the the DT work_q6u36m2psnc3rpytggbjzexftu 238 37 next next JJ work_q6u36m2psnc3rpytggbjzexftu 238 38 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 238 39 . . . work_q6u36m2psnc3rpytggbjzexftu 239 1 Generally generally RB work_q6u36m2psnc3rpytggbjzexftu 239 2 , , , work_q6u36m2psnc3rpytggbjzexftu 239 3 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 239 4 with with IN work_q6u36m2psnc3rpytggbjzexftu 239 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 239 6 cellular cellular JJ work_q6u36m2psnc3rpytggbjzexftu 239 7 network network NN work_q6u36m2psnc3rpytggbjzexftu 239 8 connection connection NN work_q6u36m2psnc3rpytggbjzexftu 239 9 communicate communicate NN work_q6u36m2psnc3rpytggbjzexftu 239 10 with with IN work_q6u36m2psnc3rpytggbjzexftu 239 11 longer long JJR work_q6u36m2psnc3rpytggbjzexftu 239 12 delays delay NNS work_q6u36m2psnc3rpytggbjzexftu 239 13 than than IN work_q6u36m2psnc3rpytggbjzexftu 239 14 hardwired hardwire VBN work_q6u36m2psnc3rpytggbjzexftu 239 15 machines machine NNS work_q6u36m2psnc3rpytggbjzexftu 239 16 . . . work_q6u36m2psnc3rpytggbjzexftu 240 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 240 2 practice practice NN work_q6u36m2psnc3rpytggbjzexftu 240 3 , , , work_q6u36m2psnc3rpytggbjzexftu 240 4 this this DT work_q6u36m2psnc3rpytggbjzexftu 240 5 means mean VBZ work_q6u36m2psnc3rpytggbjzexftu 240 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 240 7 reduction reduction NN work_q6u36m2psnc3rpytggbjzexftu 240 8 step step NN work_q6u36m2psnc3rpytggbjzexftu 240 9 in in IN work_q6u36m2psnc3rpytggbjzexftu 240 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 240 11 master master NN work_q6u36m2psnc3rpytggbjzexftu 240 12 node node NNP work_q6u36m2psnc3rpytggbjzexftu 240 13 receives receive VBZ work_q6u36m2psnc3rpytggbjzexftu 240 14 delayed delay VBN work_q6u36m2psnc3rpytggbjzexftu 240 15 responses response NNS work_q6u36m2psnc3rpytggbjzexftu 240 16 from from IN work_q6u36m2psnc3rpytggbjzexftu 240 17 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 240 18 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 240 19 , , , work_q6u36m2psnc3rpytggbjzexftu 240 20 forcing force VBG work_q6u36m2psnc3rpytggbjzexftu 240 21 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 240 22 to to TO work_q6u36m2psnc3rpytggbjzexftu 240 23 run run VB work_q6u36m2psnc3rpytggbjzexftu 240 24 the the DT work_q6u36m2psnc3rpytggbjzexftu 240 25 reduction reduction NN work_q6u36m2psnc3rpytggbjzexftu 240 26 function function NN work_q6u36m2psnc3rpytggbjzexftu 240 27 after after IN work_q6u36m2psnc3rpytggbjzexftu 240 28 the the DT work_q6u36m2psnc3rpytggbjzexftu 240 29 slowest slow JJS work_q6u36m2psnc3rpytggbjzexftu 240 30 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 240 31 node node NN work_q6u36m2psnc3rpytggbjzexftu 240 32 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 240 33 with with IN work_q6u36m2psnc3rpytggbjzexftu 240 34 largest large JJS work_q6u36m2psnc3rpytggbjzexftu 240 35 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 240 36 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 240 37 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 240 38 returned return VBN work_q6u36m2psnc3rpytggbjzexftu 240 39 . . . work_q6u36m2psnc3rpytggbjzexftu 241 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 241 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 241 3 called call VBN work_q6u36m2psnc3rpytggbjzexftu 241 4 asynchronous asynchronous JJ work_q6u36m2psnc3rpytggbjzexftu 241 5 reduction reduction NN work_q6u36m2psnc3rpytggbjzexftu 241 6 callback callback NN work_q6u36m2psnc3rpytggbjzexftu 241 7 delay delay NN work_q6u36m2psnc3rpytggbjzexftu 241 8 . . . work_q6u36m2psnc3rpytggbjzexftu 242 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 242 2 e e LS work_q6u36m2psnc3rpytggbjzexftu 242 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 242 4 Master Master NNP work_q6u36m2psnc3rpytggbjzexftu 242 5 broadcasts broadcast NNS work_q6u36m2psnc3rpytggbjzexftu 242 6 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 242 7 An an DT work_q6u36m2psnc3rpytggbjzexftu 242 8 array array NN work_q6u36m2psnc3rpytggbjzexftu 242 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 242 10 model model NN work_q6u36m2psnc3rpytggbjzexftu 242 11 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 242 12 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 242 13 broadcast broadcast VBN work_q6u36m2psnc3rpytggbjzexftu 242 14 to to IN work_q6u36m2psnc3rpytggbjzexftu 242 15 each each DT work_q6u36m2psnc3rpytggbjzexftu 242 16 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 242 17 ’ ’ POS work_q6u36m2psnc3rpytggbjzexftu 242 18 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 242 19 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 242 20 using use VBG work_q6u36m2psnc3rpytggbjzexftu 242 21 XHR XHR NNP work_q6u36m2psnc3rpytggbjzexftu 242 22 ; ; : work_q6u36m2psnc3rpytggbjzexftu 242 23 when when WRB work_q6u36m2psnc3rpytggbjzexftu 242 24 the the DT work_q6u36m2psnc3rpytggbjzexftu 242 25 boss boss NN work_q6u36m2psnc3rpytggbjzexftu 242 26 receives receive VBZ work_q6u36m2psnc3rpytggbjzexftu 242 27 new new JJ work_q6u36m2psnc3rpytggbjzexftu 242 28 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 242 29 , , , work_q6u36m2psnc3rpytggbjzexftu 242 30 they -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 242 31 are be VBP work_q6u36m2psnc3rpytggbjzexftu 242 32 given give VBN work_q6u36m2psnc3rpytggbjzexftu 242 33 to to IN work_q6u36m2psnc3rpytggbjzexftu 242 34 each each DT work_q6u36m2psnc3rpytggbjzexftu 242 35 of of IN work_q6u36m2psnc3rpytggbjzexftu 242 36 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 242 37 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 242 38 who who WP work_q6u36m2psnc3rpytggbjzexftu 242 39 then then RB work_q6u36m2psnc3rpytggbjzexftu 242 40 start start VBP work_q6u36m2psnc3rpytggbjzexftu 242 41 another another DT work_q6u36m2psnc3rpytggbjzexftu 242 42 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 242 43 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 242 44 . . . work_q6u36m2psnc3rpytggbjzexftu 243 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 243 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 243 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 243 4 . . . work_q6u36m2psnc3rpytggbjzexftu 244 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 244 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 244 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 244 4 , , , work_q6u36m2psnc3rpytggbjzexftu 244 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 244 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 244 7 . . . work_q6u36m2psnc3rpytggbjzexftu 245 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 245 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 245 3 , , , work_q6u36m2psnc3rpytggbjzexftu 245 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 245 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 245 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 245 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 245 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 245 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 245 10 11/24 11/24 CD work_q6u36m2psnc3rpytggbjzexftu 245 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NN work_q6u36m2psnc3rpytggbjzexftu 245 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 245 13 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 245 14 use use NN work_q6u36m2psnc3rpytggbjzexftu 245 15 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 245 16 case case NN work_q6u36m2psnc3rpytggbjzexftu 245 17 : : : work_q6u36m2psnc3rpytggbjzexftu 245 18 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 245 19 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 245 20 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 245 21 The the DT work_q6u36m2psnc3rpytggbjzexftu 245 22 current current JJ work_q6u36m2psnc3rpytggbjzexftu 245 23 version version NN work_q6u36m2psnc3rpytggbjzexftu 245 24 of of IN work_q6u36m2psnc3rpytggbjzexftu 245 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 245 26 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 245 27 software software NN work_q6u36m2psnc3rpytggbjzexftu 245 28 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 245 29 built build VBN work_q6u36m2psnc3rpytggbjzexftu 245 30 around around IN work_q6u36m2psnc3rpytggbjzexftu 245 31 a a DT work_q6u36m2psnc3rpytggbjzexftu 245 32 pervasive pervasive JJ work_q6u36m2psnc3rpytggbjzexftu 245 33 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 245 34 use use NN work_q6u36m2psnc3rpytggbjzexftu 245 35 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 245 36 case case NN work_q6u36m2psnc3rpytggbjzexftu 245 37 : : : work_q6u36m2psnc3rpytggbjzexftu 245 38 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 245 39 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 245 40 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 245 41 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 245 42 DNNs DNNs NNP work_q6u36m2psnc3rpytggbjzexftu 245 43 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 245 44 . . . work_q6u36m2psnc3rpytggbjzexftu 246 1 DNNs dnn NNS work_q6u36m2psnc3rpytggbjzexftu 246 2 are be VBP work_q6u36m2psnc3rpytggbjzexftu 246 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 246 4 current current JJ work_q6u36m2psnc3rpytggbjzexftu 246 5 state state NN work_q6u36m2psnc3rpytggbjzexftu 246 6 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 246 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 246 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 246 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 246 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 246 11 art art NN work_q6u36m2psnc3rpytggbjzexftu 246 12 prediction prediction NN work_q6u36m2psnc3rpytggbjzexftu 246 13 models model NNS work_q6u36m2psnc3rpytggbjzexftu 246 14 for for IN work_q6u36m2psnc3rpytggbjzexftu 246 15 many many JJ work_q6u36m2psnc3rpytggbjzexftu 246 16 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 246 17 , , , work_q6u36m2psnc3rpytggbjzexftu 246 18 including include VBG work_q6u36m2psnc3rpytggbjzexftu 246 19 computer computer NN work_q6u36m2psnc3rpytggbjzexftu 246 20 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 246 21 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 246 22 Krizhevsky Krizhevsky NNP work_q6u36m2psnc3rpytggbjzexftu 246 23 , , , work_q6u36m2psnc3rpytggbjzexftu 246 24 Sutskever Sutskever NNP work_q6u36m2psnc3rpytggbjzexftu 246 25 & & CC work_q6u36m2psnc3rpytggbjzexftu 246 26 Hinton Hinton NNP work_q6u36m2psnc3rpytggbjzexftu 246 27 , , , work_q6u36m2psnc3rpytggbjzexftu 246 28 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 246 29 ; ; : work_q6u36m2psnc3rpytggbjzexftu 246 30 Lin Lin NNP work_q6u36m2psnc3rpytggbjzexftu 246 31 , , , work_q6u36m2psnc3rpytggbjzexftu 246 32 Chen Chen NNP work_q6u36m2psnc3rpytggbjzexftu 246 33 & & CC work_q6u36m2psnc3rpytggbjzexftu 246 34 Yan Yan NNP work_q6u36m2psnc3rpytggbjzexftu 246 35 , , , work_q6u36m2psnc3rpytggbjzexftu 246 36 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 246 37 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 246 38 , , , work_q6u36m2psnc3rpytggbjzexftu 246 39 speech speech NN work_q6u36m2psnc3rpytggbjzexftu 246 40 recognition recognition NN work_q6u36m2psnc3rpytggbjzexftu 246 41 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 246 42 Hinton Hinton NNP work_q6u36m2psnc3rpytggbjzexftu 246 43 et et NNP work_q6u36m2psnc3rpytggbjzexftu 246 44 al al NNP work_q6u36m2psnc3rpytggbjzexftu 246 45 . . NNP work_q6u36m2psnc3rpytggbjzexftu 246 46 , , , work_q6u36m2psnc3rpytggbjzexftu 246 47 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 246 48 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 246 49 , , , work_q6u36m2psnc3rpytggbjzexftu 246 50 and and CC work_q6u36m2psnc3rpytggbjzexftu 246 51 natural natural JJ work_q6u36m2psnc3rpytggbjzexftu 246 52 language language NN work_q6u36m2psnc3rpytggbjzexftu 246 53 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 246 54 and and CC work_q6u36m2psnc3rpytggbjzexftu 246 55 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 246 56 translation translation NN work_q6u36m2psnc3rpytggbjzexftu 246 57 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 246 58 Liu Liu NNP work_q6u36m2psnc3rpytggbjzexftu 246 59 et et NNP work_q6u36m2psnc3rpytggbjzexftu 246 60 al al NNP work_q6u36m2psnc3rpytggbjzexftu 246 61 . . NNP work_q6u36m2psnc3rpytggbjzexftu 246 62 , , , work_q6u36m2psnc3rpytggbjzexftu 246 63 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 246 64 ; ; : work_q6u36m2psnc3rpytggbjzexftu 246 65 Bahdanau Bahdanau NNP work_q6u36m2psnc3rpytggbjzexftu 246 66 , , , work_q6u36m2psnc3rpytggbjzexftu 246 67 Cho Cho NNP work_q6u36m2psnc3rpytggbjzexftu 246 68 & & CC work_q6u36m2psnc3rpytggbjzexftu 246 69 Bengio Bengio NNP work_q6u36m2psnc3rpytggbjzexftu 246 70 , , , work_q6u36m2psnc3rpytggbjzexftu 246 71 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 246 72 ; ; : work_q6u36m2psnc3rpytggbjzexftu 246 73 Sutskever Sutskever NNP work_q6u36m2psnc3rpytggbjzexftu 246 74 , , , work_q6u36m2psnc3rpytggbjzexftu 246 75 Vinyals Vinyals NNP work_q6u36m2psnc3rpytggbjzexftu 246 76 & & CC work_q6u36m2psnc3rpytggbjzexftu 246 77 Le Le NNP work_q6u36m2psnc3rpytggbjzexftu 246 78 , , , work_q6u36m2psnc3rpytggbjzexftu 246 79 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 246 80 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 246 81 . . . work_q6u36m2psnc3rpytggbjzexftu 247 1 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 247 2 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 247 3 only only RB work_q6u36m2psnc3rpytggbjzexftu 247 4 required require VBD work_q6u36m2psnc3rpytggbjzexftu 247 5 superficial superficial JJ work_q6u36m2psnc3rpytggbjzexftu 247 6 modifications modification NNS work_q6u36m2psnc3rpytggbjzexftu 247 7 to to IN work_q6u36m2psnc3rpytggbjzexftu 247 8 an an DT work_q6u36m2psnc3rpytggbjzexftu 247 9 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 247 10 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 247 11 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 247 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 247 13 Karpathy Karpathy NNP work_q6u36m2psnc3rpytggbjzexftu 247 14 , , , work_q6u36m2psnc3rpytggbjzexftu 247 15 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 247 16 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 247 17 to to TO work_q6u36m2psnc3rpytggbjzexftu 247 18 fit fit VB work_q6u36m2psnc3rpytggbjzexftu 247 19 into into IN work_q6u36m2psnc3rpytggbjzexftu 247 20 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 247 21 network network NN work_q6u36m2psnc3rpytggbjzexftu 247 22 design design NN work_q6u36m2psnc3rpytggbjzexftu 247 23 . . . work_q6u36m2psnc3rpytggbjzexftu 248 1 Scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 248 2 behavior behavior NN work_q6u36m2psnc3rpytggbjzexftu 248 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 248 4 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 248 5 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 248 6 performed perform VBD work_q6u36m2psnc3rpytggbjzexftu 248 7 an an DT work_q6u36m2psnc3rpytggbjzexftu 248 8 experiment experiment NN work_q6u36m2psnc3rpytggbjzexftu 248 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 248 10 study study VB work_q6u36m2psnc3rpytggbjzexftu 248 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 248 12 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 248 13 behavior behavior NN work_q6u36m2psnc3rpytggbjzexftu 248 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 248 15 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 248 16 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 248 17 . . . work_q6u36m2psnc3rpytggbjzexftu 249 1 Using use VBG work_q6u36m2psnc3rpytggbjzexftu 249 2 up up IN work_q6u36m2psnc3rpytggbjzexftu 249 3 to to TO work_q6u36m2psnc3rpytggbjzexftu 249 4 32 32 CD work_q6u36m2psnc3rpytggbjzexftu 249 5 4-core 4-core CD work_q6u36m2psnc3rpytggbjzexftu 249 6 workstation workstation NN work_q6u36m2psnc3rpytggbjzexftu 249 7 machines machine NNS work_q6u36m2psnc3rpytggbjzexftu 249 8 connected connect VBN work_q6u36m2psnc3rpytggbjzexftu 249 9 on on IN work_q6u36m2psnc3rpytggbjzexftu 249 10 a a DT work_q6u36m2psnc3rpytggbjzexftu 249 11 local local JJ work_q6u36m2psnc3rpytggbjzexftu 249 12 area area NN work_q6u36m2psnc3rpytggbjzexftu 249 13 network network NN work_q6u36m2psnc3rpytggbjzexftu 249 14 using use VBG work_q6u36m2psnc3rpytggbjzexftu 249 15 a a DT work_q6u36m2psnc3rpytggbjzexftu 249 16 single single JJ work_q6u36m2psnc3rpytggbjzexftu 249 17 router router NN work_q6u36m2psnc3rpytggbjzexftu 249 18 , , , work_q6u36m2psnc3rpytggbjzexftu 249 19 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 249 20 trained train VBD work_q6u36m2psnc3rpytggbjzexftu 249 21 a a DT work_q6u36m2psnc3rpytggbjzexftu 249 22 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 249 23 convolutional convolutional JJ work_q6u36m2psnc3rpytggbjzexftu 249 24 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 249 25 on on IN work_q6u36m2psnc3rpytggbjzexftu 249 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 249 27 MNIST MNIST NNP work_q6u36m2psnc3rpytggbjzexftu 249 28 dataset dataset NN work_q6u36m2psnc3rpytggbjzexftu 249 29 for for IN work_q6u36m2psnc3rpytggbjzexftu 249 30 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 249 31 iterations iteration NNS work_q6u36m2psnc3rpytggbjzexftu 249 32 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 249 33 with with IN work_q6u36m2psnc3rpytggbjzexftu 249 34 4 4 CD work_q6u36m2psnc3rpytggbjzexftu 249 35 seconds second NNS work_q6u36m2psnc3rpytggbjzexftu 249 36 per per IN work_q6u36m2psnc3rpytggbjzexftu 249 37 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 249 38 / / SYM work_q6u36m2psnc3rpytggbjzexftu 249 39 synchronization synchronization NN work_q6u36m2psnc3rpytggbjzexftu 249 40 event).4 event).4 PDT work_q6u36m2psnc3rpytggbjzexftu 249 41 The the DT work_q6u36m2psnc3rpytggbjzexftu 249 42 number number NN work_q6u36m2psnc3rpytggbjzexftu 249 43 of of IN work_q6u36m2psnc3rpytggbjzexftu 249 44 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 249 45 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 249 46 doubled double VBD work_q6u36m2psnc3rpytggbjzexftu 249 47 from from IN work_q6u36m2psnc3rpytggbjzexftu 249 48 4 4 CD work_q6u36m2psnc3rpytggbjzexftu 249 49 Slave Slave NNP work_q6u36m2psnc3rpytggbjzexftu 249 50 node node NN work_q6u36m2psnc3rpytggbjzexftu 249 51 specifications specification NNS work_q6u36m2psnc3rpytggbjzexftu 249 52 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 249 53 32 32 CD work_q6u36m2psnc3rpytggbjzexftu 249 54 units unit NNS work_q6u36m2psnc3rpytggbjzexftu 249 55 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 249 56 : : : work_q6u36m2psnc3rpytggbjzexftu 249 57 Intel Intel NNP work_q6u36m2psnc3rpytggbjzexftu 249 58 Core Core NNP work_q6u36m2psnc3rpytggbjzexftu 249 59 i3 i3 NNP work_q6u36m2psnc3rpytggbjzexftu 249 60 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 249 61 2120 2120 CD work_q6u36m2psnc3rpytggbjzexftu 249 62 3.3 3.3 CD work_q6u36m2psnc3rpytggbjzexftu 249 63 GHz GHz NNS work_q6u36m2psnc3rpytggbjzexftu 249 64 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 249 65 dual dual JJ work_q6u36m2psnc3rpytggbjzexftu 249 66 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 249 67 core core NN work_q6u36m2psnc3rpytggbjzexftu 249 68 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 249 69 ; ; : work_q6u36m2psnc3rpytggbjzexftu 249 70 4 4 CD work_q6u36m2psnc3rpytggbjzexftu 249 71 GB GB NNP work_q6u36m2psnc3rpytggbjzexftu 249 72 RAM ram NN work_q6u36m2psnc3rpytggbjzexftu 249 73 ; ; : work_q6u36m2psnc3rpytggbjzexftu 249 74 Windows Windows NNP work_q6u36m2psnc3rpytggbjzexftu 249 75 7 7 CD work_q6u36m2psnc3rpytggbjzexftu 249 76 Enterprise enterprise NN work_q6u36m2psnc3rpytggbjzexftu 249 77 x64 x64 NN work_q6u36m2psnc3rpytggbjzexftu 249 78 ; ; : work_q6u36m2psnc3rpytggbjzexftu 249 79 Google Google NNP work_q6u36m2psnc3rpytggbjzexftu 249 80 Chrome Chrome NNP work_q6u36m2psnc3rpytggbjzexftu 249 81 35 35 CD work_q6u36m2psnc3rpytggbjzexftu 249 82 . . . work_q6u36m2psnc3rpytggbjzexftu 250 1 Master Master NNP work_q6u36m2psnc3rpytggbjzexftu 250 2 node node NN work_q6u36m2psnc3rpytggbjzexftu 250 3 specifications specification NNS work_q6u36m2psnc3rpytggbjzexftu 250 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 250 5 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 250 6 unit unit NN work_q6u36m2psnc3rpytggbjzexftu 250 7 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 250 8 : : : work_q6u36m2psnc3rpytggbjzexftu 250 9 Intel Intel NNP work_q6u36m2psnc3rpytggbjzexftu 250 10 Xeon Xeon NNP work_q6u36m2psnc3rpytggbjzexftu 250 11 E5620 E5620 NNP work_q6u36m2psnc3rpytggbjzexftu 250 12 2.4 2.4 CD work_q6u36m2psnc3rpytggbjzexftu 250 13 GHz GHz NNS work_q6u36m2psnc3rpytggbjzexftu 250 14 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 250 15 quad quad JJ work_q6u36m2psnc3rpytggbjzexftu 250 16 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 250 17 core core NN work_q6u36m2psnc3rpytggbjzexftu 250 18 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 250 19 ; ; : work_q6u36m2psnc3rpytggbjzexftu 250 20 24 24 CD work_q6u36m2psnc3rpytggbjzexftu 250 21 GB GB NNP work_q6u36m2psnc3rpytggbjzexftu 250 22 RAM ram NN work_q6u36m2psnc3rpytggbjzexftu 250 23 ; ; : work_q6u36m2psnc3rpytggbjzexftu 250 24 Ubuntu Ubuntu NNP work_q6u36m2psnc3rpytggbjzexftu 250 25 10.04 10.04 CD work_q6u36m2psnc3rpytggbjzexftu 250 26 LTS LTS NNP work_q6u36m2psnc3rpytggbjzexftu 250 27 . . . work_q6u36m2psnc3rpytggbjzexftu 251 1 NodeJS NodeJS NNP work_q6u36m2psnc3rpytggbjzexftu 251 2 version version NN work_q6u36m2psnc3rpytggbjzexftu 251 3 : : : work_q6u36m2psnc3rpytggbjzexftu 251 4 v0.10.28 v0.10.28 CD work_q6u36m2psnc3rpytggbjzexftu 251 5 . . . work_q6u36m2psnc3rpytggbjzexftu 252 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 252 2 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 252 3 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 252 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 252 5 28 28 CD work_q6u36m2psnc3rpytggbjzexftu 252 6 × × CD work_q6u36m2psnc3rpytggbjzexftu 252 7 28 28 CD work_q6u36m2psnc3rpytggbjzexftu 252 8 input input NN work_q6u36m2psnc3rpytggbjzexftu 252 9 layer layer NN work_q6u36m2psnc3rpytggbjzexftu 252 10 connected connect VBN work_q6u36m2psnc3rpytggbjzexftu 252 11 to to IN work_q6u36m2psnc3rpytggbjzexftu 252 12 16 16 CD work_q6u36m2psnc3rpytggbjzexftu 252 13 convolution convolution NN work_q6u36m2psnc3rpytggbjzexftu 252 14 filters filter NNS work_q6u36m2psnc3rpytggbjzexftu 252 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 252 16 with with IN work_q6u36m2psnc3rpytggbjzexftu 252 17 pooling pooling NN work_q6u36m2psnc3rpytggbjzexftu 252 18 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 252 19 , , , work_q6u36m2psnc3rpytggbjzexftu 252 20 followed follow VBN work_q6u36m2psnc3rpytggbjzexftu 252 21 by by IN work_q6u36m2psnc3rpytggbjzexftu 252 22 a a DT work_q6u36m2psnc3rpytggbjzexftu 252 23 fully fully RB work_q6u36m2psnc3rpytggbjzexftu 252 24 connected connected JJ work_q6u36m2psnc3rpytggbjzexftu 252 25 output output NN work_q6u36m2psnc3rpytggbjzexftu 252 26 layer layer NN work_q6u36m2psnc3rpytggbjzexftu 252 27 . . . work_q6u36m2psnc3rpytggbjzexftu 253 1 one one CD work_q6u36m2psnc3rpytggbjzexftu 253 2 experiment experiment NN work_q6u36m2psnc3rpytggbjzexftu 253 3 to to IN work_q6u36m2psnc3rpytggbjzexftu 253 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 253 5 next next JJ work_q6u36m2psnc3rpytggbjzexftu 253 6 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 253 7 i.e. i.e. FW work_q6u36m2psnc3rpytggbjzexftu 253 8 , , , work_q6u36m2psnc3rpytggbjzexftu 253 9 1,2,4, 1,2,4, CD work_q6u36m2psnc3rpytggbjzexftu 253 10 ... ... NFP work_q6u36m2psnc3rpytggbjzexftu 253 11 ,96 ,96 , work_q6u36m2psnc3rpytggbjzexftu 253 12 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 253 13 . . . work_q6u36m2psnc3rpytggbjzexftu 254 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 254 2 are be VBP work_q6u36m2psnc3rpytggbjzexftu 254 3 interested interested JJ work_q6u36m2psnc3rpytggbjzexftu 254 4 in in IN work_q6u36m2psnc3rpytggbjzexftu 254 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 254 6 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 254 7 behavior behavior NN work_q6u36m2psnc3rpytggbjzexftu 254 8 of of IN work_q6u36m2psnc3rpytggbjzexftu 254 9 two two CD work_q6u36m2psnc3rpytggbjzexftu 254 10 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 254 11 indicators indicator NNS work_q6u36m2psnc3rpytggbjzexftu 254 12 : : : work_q6u36m2psnc3rpytggbjzexftu 254 13 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 254 14 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 254 15 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 254 16 power power NN work_q6u36m2psnc3rpytggbjzexftu 254 17 , , , work_q6u36m2psnc3rpytggbjzexftu 254 18 measured measure VBN work_q6u36m2psnc3rpytggbjzexftu 254 19 in in IN work_q6u36m2psnc3rpytggbjzexftu 254 20 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 254 21 vectors vector NNS work_q6u36m2psnc3rpytggbjzexftu 254 22 processed process VBN work_q6u36m2psnc3rpytggbjzexftu 254 23 per per IN work_q6u36m2psnc3rpytggbjzexftu 254 24 second second NN work_q6u36m2psnc3rpytggbjzexftu 254 25 , , , work_q6u36m2psnc3rpytggbjzexftu 254 26 and and CC work_q6u36m2psnc3rpytggbjzexftu 254 27 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 254 28 2 2 LS work_q6u36m2psnc3rpytggbjzexftu 254 29 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 254 30 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 254 31 in in IN work_q6u36m2psnc3rpytggbjzexftu 254 32 milliseconds millisecond NNS work_q6u36m2psnc3rpytggbjzexftu 254 33 between between IN work_q6u36m2psnc3rpytggbjzexftu 254 34 slaves slave NNS work_q6u36m2psnc3rpytggbjzexftu 254 35 and and CC work_q6u36m2psnc3rpytggbjzexftu 254 36 master master NN work_q6u36m2psnc3rpytggbjzexftu 254 37 node node NNP work_q6u36m2psnc3rpytggbjzexftu 254 38 . . . work_q6u36m2psnc3rpytggbjzexftu 255 1 Of of IN work_q6u36m2psnc3rpytggbjzexftu 255 2 secondary secondary JJ work_q6u36m2psnc3rpytggbjzexftu 255 3 interest interest NN work_q6u36m2psnc3rpytggbjzexftu 255 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 255 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 255 6 generalization generalization NN work_q6u36m2psnc3rpytggbjzexftu 255 7 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 255 8 on on IN work_q6u36m2psnc3rpytggbjzexftu 255 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 255 10 MNIST MNIST NNP work_q6u36m2psnc3rpytggbjzexftu 255 11 test test NN work_q6u36m2psnc3rpytggbjzexftu 255 12 set set NN work_q6u36m2psnc3rpytggbjzexftu 255 13 . . . work_q6u36m2psnc3rpytggbjzexftu 256 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 256 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 256 3 feasibility feasibility NN work_q6u36m2psnc3rpytggbjzexftu 256 4 study study NN work_q6u36m2psnc3rpytggbjzexftu 256 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 256 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 256 7 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 256 8 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 256 9 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 256 10 , , , work_q6u36m2psnc3rpytggbjzexftu 256 11 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 256 12 are be VBP work_q6u36m2psnc3rpytggbjzexftu 256 13 most most RBS work_q6u36m2psnc3rpytggbjzexftu 256 14 interested interested JJ work_q6u36m2psnc3rpytggbjzexftu 256 15 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 256 16 power power NN work_q6u36m2psnc3rpytggbjzexftu 256 17 while while IN work_q6u36m2psnc3rpytggbjzexftu 256 18 minimizing minimize VBG work_q6u36m2psnc3rpytggbjzexftu 256 19 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 256 20 effects effect NNS work_q6u36m2psnc3rpytggbjzexftu 256 21 during during IN work_q6u36m2psnc3rpytggbjzexftu 256 22 training training NN work_q6u36m2psnc3rpytggbjzexftu 256 23 , , , work_q6u36m2psnc3rpytggbjzexftu 256 24 but but CC work_q6u36m2psnc3rpytggbjzexftu 256 25 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 256 26 also also RB work_q6u36m2psnc3rpytggbjzexftu 256 27 want want VBP work_q6u36m2psnc3rpytggbjzexftu 256 28 to to TO work_q6u36m2psnc3rpytggbjzexftu 256 29 ensure ensure VB work_q6u36m2psnc3rpytggbjzexftu 256 30 the the DT work_q6u36m2psnc3rpytggbjzexftu 256 31 correctness correctness NN work_q6u36m2psnc3rpytggbjzexftu 256 32 of of IN work_q6u36m2psnc3rpytggbjzexftu 256 33 the the DT work_q6u36m2psnc3rpytggbjzexftu 256 34 training training NN work_q6u36m2psnc3rpytggbjzexftu 256 35 algorithm algorithm NN work_q6u36m2psnc3rpytggbjzexftu 256 36 . . . work_q6u36m2psnc3rpytggbjzexftu 257 1 Since since IN work_q6u36m2psnc3rpytggbjzexftu 257 2 optimization optimization NN work_q6u36m2psnc3rpytggbjzexftu 257 3 using use VBG work_q6u36m2psnc3rpytggbjzexftu 257 4 compiled compile VBN work_q6u36m2psnc3rpytggbjzexftu 257 5 JS JS NNP work_q6u36m2psnc3rpytggbjzexftu 257 6 and/or and/or CC work_q6u36m2psnc3rpytggbjzexftu 257 7 GPUs gpu NNS work_q6u36m2psnc3rpytggbjzexftu 257 8 of of IN work_q6u36m2psnc3rpytggbjzexftu 257 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 257 10 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 257 11 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 257 12 library library NN work_q6u36m2psnc3rpytggbjzexftu 257 13 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 257 14 , , , work_q6u36m2psnc3rpytggbjzexftu 257 15 but but CC work_q6u36m2psnc3rpytggbjzexftu 257 16 not not RB work_q6u36m2psnc3rpytggbjzexftu 257 17 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 257 18 focus focus NN work_q6u36m2psnc3rpytggbjzexftu 257 19 , , , work_q6u36m2psnc3rpytggbjzexftu 257 20 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 257 21 are be VBP work_q6u36m2psnc3rpytggbjzexftu 257 22 less less RBR work_q6u36m2psnc3rpytggbjzexftu 257 23 concerned concerned JJ work_q6u36m2psnc3rpytggbjzexftu 257 24 with with IN work_q6u36m2psnc3rpytggbjzexftu 257 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 257 26 power power NN work_q6u36m2psnc3rpytggbjzexftu 257 27 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 257 28 of of IN work_q6u36m2psnc3rpytggbjzexftu 257 29 a a DT work_q6u36m2psnc3rpytggbjzexftu 257 30 single single JJ work_q6u36m2psnc3rpytggbjzexftu 257 31 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 257 32 node node NN work_q6u36m2psnc3rpytggbjzexftu 257 33 . . . work_q6u36m2psnc3rpytggbjzexftu 258 1 Results result NNS work_q6u36m2psnc3rpytggbjzexftu 258 2 for for IN work_q6u36m2psnc3rpytggbjzexftu 258 3 power power NN work_q6u36m2psnc3rpytggbjzexftu 258 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 258 5 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 258 6 are be VBP work_q6u36m2psnc3rpytggbjzexftu 258 7 shown show VBN work_q6u36m2psnc3rpytggbjzexftu 258 8 in in IN work_q6u36m2psnc3rpytggbjzexftu 258 9 Fig Fig NNP work_q6u36m2psnc3rpytggbjzexftu 258 10 . . . work_q6u36m2psnc3rpytggbjzexftu 259 1 4 4 LS work_q6u36m2psnc3rpytggbjzexftu 259 2 . . . work_q6u36m2psnc3rpytggbjzexftu 260 1 Power power NN work_q6u36m2psnc3rpytggbjzexftu 260 2 increases increase VBZ work_q6u36m2psnc3rpytggbjzexftu 260 3 linearly linearly RB work_q6u36m2psnc3rpytggbjzexftu 260 4 up up IN work_q6u36m2psnc3rpytggbjzexftu 260 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 260 6 64 64 CD work_q6u36m2psnc3rpytggbjzexftu 260 7 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 260 8 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 260 9 , , , work_q6u36m2psnc3rpytggbjzexftu 260 10 at at IN work_q6u36m2psnc3rpytggbjzexftu 260 11 which which WDT work_q6u36m2psnc3rpytggbjzexftu 260 12 point point NN work_q6u36m2psnc3rpytggbjzexftu 260 13 a a DT work_q6u36m2psnc3rpytggbjzexftu 260 14 large large JJ work_q6u36m2psnc3rpytggbjzexftu 260 15 increase increase NN work_q6u36m2psnc3rpytggbjzexftu 260 16 in in IN work_q6u36m2psnc3rpytggbjzexftu 260 17 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 260 18 limits limit VBZ work_q6u36m2psnc3rpytggbjzexftu 260 19 additional additional JJ work_q6u36m2psnc3rpytggbjzexftu 260 20 power power NN work_q6u36m2psnc3rpytggbjzexftu 260 21 gains gain NNS work_q6u36m2psnc3rpytggbjzexftu 260 22 for for IN work_q6u36m2psnc3rpytggbjzexftu 260 23 new new JJ work_q6u36m2psnc3rpytggbjzexftu 260 24 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 260 25 . . . work_q6u36m2psnc3rpytggbjzexftu 261 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 261 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 261 3 due due JJ work_q6u36m2psnc3rpytggbjzexftu 261 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 261 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 261 6 single single JJ work_q6u36m2psnc3rpytggbjzexftu 261 7 server server NN work_q6u36m2psnc3rpytggbjzexftu 261 8 reaching reach VBG work_q6u36m2psnc3rpytggbjzexftu 261 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 261 10 limit limit NN work_q6u36m2psnc3rpytggbjzexftu 261 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 261 12 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 261 13 capacity capacity NN work_q6u36m2psnc3rpytggbjzexftu 261 14 to to TO work_q6u36m2psnc3rpytggbjzexftu 261 15 process process VB work_q6u36m2psnc3rpytggbjzexftu 261 16 incoming incoming JJ work_q6u36m2psnc3rpytggbjzexftu 261 17 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 261 18 synchronously synchronously RB work_q6u36m2psnc3rpytggbjzexftu 261 19 . . . work_q6u36m2psnc3rpytggbjzexftu 262 1 Solutions solution NNS work_q6u36m2psnc3rpytggbjzexftu 262 2 include include VBP work_q6u36m2psnc3rpytggbjzexftu 262 3 using use VBG work_q6u36m2psnc3rpytggbjzexftu 262 4 multiple multiple JJ work_q6u36m2psnc3rpytggbjzexftu 262 5 server server NN work_q6u36m2psnc3rpytggbjzexftu 262 6 processes process NNS work_q6u36m2psnc3rpytggbjzexftu 262 7 , , , work_q6u36m2psnc3rpytggbjzexftu 262 8 asynchronous asynchronous JJ work_q6u36m2psnc3rpytggbjzexftu 262 9 updates update NNS work_q6u36m2psnc3rpytggbjzexftu 262 10 , , , work_q6u36m2psnc3rpytggbjzexftu 262 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 262 12 partial partial JJ work_q6u36m2psnc3rpytggbjzexftu 262 13 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 262 14 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 262 15 . . . work_q6u36m2psnc3rpytggbjzexftu 263 1 Test test NN work_q6u36m2psnc3rpytggbjzexftu 263 2 error error NN work_q6u36m2psnc3rpytggbjzexftu 263 3 , , , work_q6u36m2psnc3rpytggbjzexftu 263 4 as as IN work_q6u36m2psnc3rpytggbjzexftu 263 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 263 6 function function NN work_q6u36m2psnc3rpytggbjzexftu 263 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 263 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 263 9 number number NN work_q6u36m2psnc3rpytggbjzexftu 263 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 263 11 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 263 12 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 263 13 shown show VBN work_q6u36m2psnc3rpytggbjzexftu 263 14 in in IN work_q6u36m2psnc3rpytggbjzexftu 263 15 Fig Fig NNP work_q6u36m2psnc3rpytggbjzexftu 263 16 . . . work_q6u36m2psnc3rpytggbjzexftu 264 1 5 5 CD work_q6u36m2psnc3rpytggbjzexftu 264 2 after after IN work_q6u36m2psnc3rpytggbjzexftu 264 3 50 50 CD work_q6u36m2psnc3rpytggbjzexftu 264 4 iterations iteration NNS work_q6u36m2psnc3rpytggbjzexftu 264 5 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 264 6 200 200 CD work_q6u36m2psnc3rpytggbjzexftu 264 7 s s NN work_q6u36m2psnc3rpytggbjzexftu 264 8 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 264 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 264 10 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 264 11 iterations iteration NNS work_q6u36m2psnc3rpytggbjzexftu 264 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 264 13 400 400 CD work_q6u36m2psnc3rpytggbjzexftu 264 14 s s NNPS work_q6u36m2psnc3rpytggbjzexftu 264 15 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 264 16 ; ; : work_q6u36m2psnc3rpytggbjzexftu 264 17 i.e. i.e. FW work_q6u36m2psnc3rpytggbjzexftu 264 18 , , , work_q6u36m2psnc3rpytggbjzexftu 264 19 each each DT work_q6u36m2psnc3rpytggbjzexftu 264 20 point point NN work_q6u36m2psnc3rpytggbjzexftu 264 21 represents represent VBZ work_q6u36m2psnc3rpytggbjzexftu 264 22 the the DT work_q6u36m2psnc3rpytggbjzexftu 264 23 same same JJ work_q6u36m2psnc3rpytggbjzexftu 264 24 wall wall NN work_q6u36m2psnc3rpytggbjzexftu 264 25 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 264 26 clock clock NN work_q6u36m2psnc3rpytggbjzexftu 264 27 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 264 28 time time NN work_q6u36m2psnc3rpytggbjzexftu 264 29 . . . work_q6u36m2psnc3rpytggbjzexftu 265 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 265 2 demonstrates demonstrate VBZ work_q6u36m2psnc3rpytggbjzexftu 265 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 265 4 correctness correctness NN work_q6u36m2psnc3rpytggbjzexftu 265 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 265 6 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 265 7 for for IN work_q6u36m2psnc3rpytggbjzexftu 265 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 265 9 given give VBN work_q6u36m2psnc3rpytggbjzexftu 265 10 model model NN work_q6u36m2psnc3rpytggbjzexftu 265 11 architecture architecture NN work_q6u36m2psnc3rpytggbjzexftu 265 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 265 13 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 265 14 hyperparameters hyperparameter NNS work_q6u36m2psnc3rpytggbjzexftu 265 15 . . . work_q6u36m2psnc3rpytggbjzexftu 266 1 Due due IN work_q6u36m2psnc3rpytggbjzexftu 266 2 to to IN work_q6u36m2psnc3rpytggbjzexftu 266 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 266 4 data data NN work_q6u36m2psnc3rpytggbjzexftu 266 5 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 266 6 policy policy NN work_q6u36m2psnc3rpytggbjzexftu 266 7 that that WDT work_q6u36m2psnc3rpytggbjzexftu 266 8 limits limit VBZ work_q6u36m2psnc3rpytggbjzexftu 266 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 266 10 data data NN work_q6u36m2psnc3rpytggbjzexftu 266 11 vector vector NN work_q6u36m2psnc3rpytggbjzexftu 266 12 capacity capacity NN work_q6u36m2psnc3rpytggbjzexftu 266 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 266 14 each each DT work_q6u36m2psnc3rpytggbjzexftu 266 15 node node JJ work_q6u36m2psnc3rpytggbjzexftu 266 16 to to IN work_q6u36m2psnc3rpytggbjzexftu 266 17 3,000 3,000 CD work_q6u36m2psnc3rpytggbjzexftu 266 18 vectors vector NNS work_q6u36m2psnc3rpytggbjzexftu 266 19 , , , work_q6u36m2psnc3rpytggbjzexftu 266 20 experiments experiment NNS work_q6u36m2psnc3rpytggbjzexftu 266 21 with with IN work_q6u36m2psnc3rpytggbjzexftu 266 22 more more JJR work_q6u36m2psnc3rpytggbjzexftu 266 23 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 266 24 process process NN work_q6u36m2psnc3rpytggbjzexftu 266 25 more more JJR work_q6u36m2psnc3rpytggbjzexftu 266 26 of of IN work_q6u36m2psnc3rpytggbjzexftu 266 27 the the DT work_q6u36m2psnc3rpytggbjzexftu 266 28 training training NN work_q6u36m2psnc3rpytggbjzexftu 266 29 set set VBN work_q6u36m2psnc3rpytggbjzexftu 266 30 during during IN work_q6u36m2psnc3rpytggbjzexftu 266 31 the the DT work_q6u36m2psnc3rpytggbjzexftu 266 32 training training NN work_q6u36m2psnc3rpytggbjzexftu 266 33 procedure procedure NN work_q6u36m2psnc3rpytggbjzexftu 266 34 . . . work_q6u36m2psnc3rpytggbjzexftu 267 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 267 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 267 3 , , , work_q6u36m2psnc3rpytggbjzexftu 267 4 using use VBG work_q6u36m2psnc3rpytggbjzexftu 267 5 only only RB work_q6u36m2psnc3rpytggbjzexftu 267 6 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 267 7 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 267 8 node node NN work_q6u36m2psnc3rpytggbjzexftu 267 9 trains train VBZ work_q6u36m2psnc3rpytggbjzexftu 267 10 on on IN work_q6u36m2psnc3rpytggbjzexftu 267 11 3/60 3/60 CD work_q6u36m2psnc3rpytggbjzexftu 267 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 267 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 267 14 full full JJ work_q6u36m2psnc3rpytggbjzexftu 267 15 training training NN work_q6u36m2psnc3rpytggbjzexftu 267 16 set set NN work_q6u36m2psnc3rpytggbjzexftu 267 17 . . . work_q6u36m2psnc3rpytggbjzexftu 268 1 With with IN work_q6u36m2psnc3rpytggbjzexftu 268 2 20 20 CD work_q6u36m2psnc3rpytggbjzexftu 268 3 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 268 4 , , , work_q6u36m2psnc3rpytggbjzexftu 268 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 268 6 network network NN work_q6u36m2psnc3rpytggbjzexftu 268 7 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 268 8 training train VBG work_q6u36m2psnc3rpytggbjzexftu 268 9 on on IN work_q6u36m2psnc3rpytggbjzexftu 268 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 268 11 full full JJ work_q6u36m2psnc3rpytggbjzexftu 268 12 dataset dataset NN work_q6u36m2psnc3rpytggbjzexftu 268 13 . . . work_q6u36m2psnc3rpytggbjzexftu 269 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 269 2 policy policy NN work_q6u36m2psnc3rpytggbjzexftu 269 3 could could MD work_q6u36m2psnc3rpytggbjzexftu 269 4 easily easily RB work_q6u36m2psnc3rpytggbjzexftu 269 5 be be VB work_q6u36m2psnc3rpytggbjzexftu 269 6 modified modify VBN work_q6u36m2psnc3rpytggbjzexftu 269 7 to to TO work_q6u36m2psnc3rpytggbjzexftu 269 8 include include VB work_q6u36m2psnc3rpytggbjzexftu 269 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 269 10 refreshment refreshment NN work_q6u36m2psnc3rpytggbjzexftu 269 11 when when WRB work_q6u36m2psnc3rpytggbjzexftu 269 12 running run VBG work_q6u36m2psnc3rpytggbjzexftu 269 13 with with IN work_q6u36m2psnc3rpytggbjzexftu 269 14 unallocated unallocated JJ work_q6u36m2psnc3rpytggbjzexftu 269 15 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 269 16 . . . work_q6u36m2psnc3rpytggbjzexftu 270 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 270 2 primary primary JJ work_q6u36m2psnc3rpytggbjzexftu 270 3 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 270 4 issue issue NN work_q6u36m2psnc3rpytggbjzexftu 270 5 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 270 6 due due JJ work_q6u36m2psnc3rpytggbjzexftu 270 7 to to IN work_q6u36m2psnc3rpytggbjzexftu 270 8 all all DT work_q6u36m2psnc3rpytggbjzexftu 270 9 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 270 10 simultaneously simultaneously RB work_q6u36m2psnc3rpytggbjzexftu 270 11 sending send VBG work_q6u36m2psnc3rpytggbjzexftu 270 12 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 270 13 to to IN work_q6u36m2psnc3rpytggbjzexftu 270 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 270 15 server server NN work_q6u36m2psnc3rpytggbjzexftu 270 16 at at IN work_q6u36m2psnc3rpytggbjzexftu 270 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 270 18 end end NN work_q6u36m2psnc3rpytggbjzexftu 270 19 of of IN work_q6u36m2psnc3rpytggbjzexftu 270 20 each each DT work_q6u36m2psnc3rpytggbjzexftu 270 21 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 270 22 . . . work_q6u36m2psnc3rpytggbjzexftu 271 1 Three three CD work_q6u36m2psnc3rpytggbjzexftu 271 2 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 271 3 scaling scaling NN work_q6u36m2psnc3rpytggbjzexftu 271 4 solutions solution NNS work_q6u36m2psnc3rpytggbjzexftu 271 5 are be VBP work_q6u36m2psnc3rpytggbjzexftu 271 6 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 271 7 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 271 8 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 271 9 increasing increase VBG work_q6u36m2psnc3rpytggbjzexftu 271 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 271 11 number number NN work_q6u36m2psnc3rpytggbjzexftu 271 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 271 13 master master NNP work_q6u36m2psnc3rpytggbjzexftu 271 14 node node NNP work_q6u36m2psnc3rpytggbjzexftu 271 15 processes process VBZ work_q6u36m2psnc3rpytggbjzexftu 271 16 that that WDT work_q6u36m2psnc3rpytggbjzexftu 271 17 receive receive VBP work_q6u36m2psnc3rpytggbjzexftu 271 18 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 271 19 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 271 20 2 2 LS work_q6u36m2psnc3rpytggbjzexftu 271 21 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 271 22 using use VBG work_q6u36m2psnc3rpytggbjzexftu 271 23 asynchronous asynchronous JJ work_q6u36m2psnc3rpytggbjzexftu 271 24 update update NN work_q6u36m2psnc3rpytggbjzexftu 271 25 rules rule NNS work_q6u36m2psnc3rpytggbjzexftu 271 26 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 271 27 each each DT work_q6u36m2psnc3rpytggbjzexftu 271 28 slave slave NN work_q6u36m2psnc3rpytggbjzexftu 271 29 computes compute VBZ work_q6u36m2psnc3rpytggbjzexftu 271 30 for for IN work_q6u36m2psnc3rpytggbjzexftu 271 31 a a DT work_q6u36m2psnc3rpytggbjzexftu 271 32 random random JJ work_q6u36m2psnc3rpytggbjzexftu 271 33 amount amount NN work_q6u36m2psnc3rpytggbjzexftu 271 34 of of IN work_q6u36m2psnc3rpytggbjzexftu 271 35 time time NN work_q6u36m2psnc3rpytggbjzexftu 271 36 , , , work_q6u36m2psnc3rpytggbjzexftu 271 37 then then RB work_q6u36m2psnc3rpytggbjzexftu 271 38 sends send VBZ work_q6u36m2psnc3rpytggbjzexftu 271 39 updates updates NNPS work_q6u36m2psnc3rpytggbjzexftu 271 40 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 271 41 , , , work_q6u36m2psnc3rpytggbjzexftu 271 42 reducing reduce VBG work_q6u36m2psnc3rpytggbjzexftu 271 43 the the DT work_q6u36m2psnc3rpytggbjzexftu 271 44 load load NN work_q6u36m2psnc3rpytggbjzexftu 271 45 of of IN work_q6u36m2psnc3rpytggbjzexftu 271 46 any any DT work_q6u36m2psnc3rpytggbjzexftu 271 47 one one CD work_q6u36m2psnc3rpytggbjzexftu 271 48 master master NN work_q6u36m2psnc3rpytggbjzexftu 271 49 node node NN work_q6u36m2psnc3rpytggbjzexftu 271 50 process process NN work_q6u36m2psnc3rpytggbjzexftu 271 51 , , , work_q6u36m2psnc3rpytggbjzexftu 271 52 and and CC work_q6u36m2psnc3rpytggbjzexftu 271 53 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 271 54 3 3 LS work_q6u36m2psnc3rpytggbjzexftu 271 55 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 271 56 partial partial JJ work_q6u36m2psnc3rpytggbjzexftu 271 57 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 271 58 of of IN work_q6u36m2psnc3rpytggbjzexftu 271 59 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 271 60 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 271 61 decreasing decrease VBG work_q6u36m2psnc3rpytggbjzexftu 271 62 bandwidth bandwidth NN work_q6u36m2psnc3rpytggbjzexftu 271 63 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 271 64 . . . work_q6u36m2psnc3rpytggbjzexftu 272 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 272 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 272 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 272 4 . . . work_q6u36m2psnc3rpytggbjzexftu 273 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 273 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 273 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 273 4 , , , work_q6u36m2psnc3rpytggbjzexftu 273 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 273 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 273 7 . . . work_q6u36m2psnc3rpytggbjzexftu 274 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 274 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 274 3 , , , work_q6u36m2psnc3rpytggbjzexftu 274 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 274 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 274 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 274 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 274 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 274 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 274 10 12/24 12/24 CD work_q6u36m2psnc3rpytggbjzexftu 274 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 274 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 274 13 Figure Figure NNP work_q6u36m2psnc3rpytggbjzexftu 274 14 4 4 CD work_q6u36m2psnc3rpytggbjzexftu 274 15 Effects Effects NNPS work_q6u36m2psnc3rpytggbjzexftu 274 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 274 17 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 274 18 on on IN work_q6u36m2psnc3rpytggbjzexftu 274 19 power power NN work_q6u36m2psnc3rpytggbjzexftu 274 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 274 21 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 274 22 . . . work_q6u36m2psnc3rpytggbjzexftu 275 1 Power power NN work_q6u36m2psnc3rpytggbjzexftu 275 2 — — : work_q6u36m2psnc3rpytggbjzexftu 275 3 measured measure VBN work_q6u36m2psnc3rpytggbjzexftu 275 4 as as IN work_q6u36m2psnc3rpytggbjzexftu 275 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 275 6 number number NN work_q6u36m2psnc3rpytggbjzexftu 275 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 275 8 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 275 9 vectors vector NNS work_q6u36m2psnc3rpytggbjzexftu 275 10 processed process VBN work_q6u36m2psnc3rpytggbjzexftu 275 11 per per IN work_q6u36m2psnc3rpytggbjzexftu 275 12 second second JJ work_q6u36m2psnc3rpytggbjzexftu 275 13 — — : work_q6u36m2psnc3rpytggbjzexftu 275 14 scales scale NNS work_q6u36m2psnc3rpytggbjzexftu 275 15 linearly linearly RB work_q6u36m2psnc3rpytggbjzexftu 275 16 until until IN work_q6u36m2psnc3rpytggbjzexftu 275 17 64 64 CD work_q6u36m2psnc3rpytggbjzexftu 275 18 nodes node NNS work_q6u36m2psnc3rpytggbjzexftu 275 19 , , , work_q6u36m2psnc3rpytggbjzexftu 275 20 when when WRB work_q6u36m2psnc3rpytggbjzexftu 275 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 275 22 increase increase NN work_q6u36m2psnc3rpytggbjzexftu 275 23 in in IN work_q6u36m2psnc3rpytggbjzexftu 275 24 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 275 25 jumps jump NNS work_q6u36m2psnc3rpytggbjzexftu 275 26 . . . work_q6u36m2psnc3rpytggbjzexftu 276 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 276 2 ideal ideal JJ work_q6u36m2psnc3rpytggbjzexftu 276 3 linear linear NN work_q6u36m2psnc3rpytggbjzexftu 276 4 scaling scaling NN work_q6u36m2psnc3rpytggbjzexftu 276 5 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 276 6 shown show VBN work_q6u36m2psnc3rpytggbjzexftu 276 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 276 8 grey grey NNP work_q6u36m2psnc3rpytggbjzexftu 276 9 . . . work_q6u36m2psnc3rpytggbjzexftu 277 1 Figure figure NN work_q6u36m2psnc3rpytggbjzexftu 277 2 5 5 CD work_q6u36m2psnc3rpytggbjzexftu 277 3 Effects Effects NNPS work_q6u36m2psnc3rpytggbjzexftu 277 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 277 5 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 277 6 on on IN work_q6u36m2psnc3rpytggbjzexftu 277 7 optimization optimization NN work_q6u36m2psnc3rpytggbjzexftu 277 8 Convergence Convergence NNP work_q6u36m2psnc3rpytggbjzexftu 277 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 277 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 277 11 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 277 12 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 277 13 measured measure VBN work_q6u36m2psnc3rpytggbjzexftu 277 14 in in IN work_q6u36m2psnc3rpytggbjzexftu 277 15 terms term NNS work_q6u36m2psnc3rpytggbjzexftu 277 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 277 17 test test NN work_q6u36m2psnc3rpytggbjzexftu 277 18 error error NN work_q6u36m2psnc3rpytggbjzexftu 277 19 after after IN work_q6u36m2psnc3rpytggbjzexftu 277 20 50 50 CD work_q6u36m2psnc3rpytggbjzexftu 277 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 277 22 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 277 23 iterations iteration NNS work_q6u36m2psnc3rpytggbjzexftu 277 24 . . . work_q6u36m2psnc3rpytggbjzexftu 278 1 Each each DT work_q6u36m2psnc3rpytggbjzexftu 278 2 point point NN work_q6u36m2psnc3rpytggbjzexftu 278 3 represents represent VBZ work_q6u36m2psnc3rpytggbjzexftu 278 4 approximately approximately RB work_q6u36m2psnc3rpytggbjzexftu 278 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 278 6 same same JJ work_q6u36m2psnc3rpytggbjzexftu 278 7 wall wall NN work_q6u36m2psnc3rpytggbjzexftu 278 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 278 9 clock clock NN work_q6u36m2psnc3rpytggbjzexftu 278 10 time time NN work_q6u36m2psnc3rpytggbjzexftu 278 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 278 12 200/400 200/400 NNP work_q6u36m2psnc3rpytggbjzexftu 278 13 s s NNP work_q6u36m2psnc3rpytggbjzexftu 278 14 for for IN work_q6u36m2psnc3rpytggbjzexftu 278 15 50 50 CD work_q6u36m2psnc3rpytggbjzexftu 278 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 278 17 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 278 18 iterations iteration NNS work_q6u36m2psnc3rpytggbjzexftu 278 19 , , , work_q6u36m2psnc3rpytggbjzexftu 278 20 respectively respectively RB work_q6u36m2psnc3rpytggbjzexftu 278 21 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 278 22 . . . work_q6u36m2psnc3rpytggbjzexftu 279 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 279 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 279 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 279 4 . . . work_q6u36m2psnc3rpytggbjzexftu 280 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 280 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 280 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 280 4 , , , work_q6u36m2psnc3rpytggbjzexftu 280 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 280 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 280 7 . . . work_q6u36m2psnc3rpytggbjzexftu 281 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 281 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 281 3 , , , work_q6u36m2psnc3rpytggbjzexftu 281 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 281 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 281 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 281 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 281 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 281 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 281 10 13/24 13/24 CD work_q6u36m2psnc3rpytggbjzexftu 281 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 281 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 281 13 Figure Figure NNP work_q6u36m2psnc3rpytggbjzexftu 281 14 6 6 CD work_q6u36m2psnc3rpytggbjzexftu 281 15 CIFAR-10 cifar-10 CD work_q6u36m2psnc3rpytggbjzexftu 281 16 project project NN work_q6u36m2psnc3rpytggbjzexftu 281 17 loaded load VBN work_q6u36m2psnc3rpytggbjzexftu 281 18 in in IN work_q6u36m2psnc3rpytggbjzexftu 281 19 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 282 1 Walk walk NN work_q6u36m2psnc3rpytggbjzexftu 282 2 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 282 3 through through NN work_q6u36m2psnc3rpytggbjzexftu 282 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 282 5 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 282 6 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 282 7 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 282 8 briefly briefly RB work_q6u36m2psnc3rpytggbjzexftu 282 9 describe describe VBP work_q6u36m2psnc3rpytggbjzexftu 282 10 how how WRB work_q6u36m2psnc3rpytggbjzexftu 282 11 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 282 12 works work NNS work_q6u36m2psnc3rpytggbjzexftu 282 13 from from IN work_q6u36m2psnc3rpytggbjzexftu 282 14 a a DT work_q6u36m2psnc3rpytggbjzexftu 282 15 researcher researcher NN work_q6u36m2psnc3rpytggbjzexftu 282 16 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 282 17 point point NN work_q6u36m2psnc3rpytggbjzexftu 282 18 of of IN work_q6u36m2psnc3rpytggbjzexftu 282 19 view view NN work_q6u36m2psnc3rpytggbjzexftu 282 20 . . . work_q6u36m2psnc3rpytggbjzexftu 283 1 Specification specification NN work_q6u36m2psnc3rpytggbjzexftu 283 2 of of IN work_q6u36m2psnc3rpytggbjzexftu 283 3 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 283 4 network network NN work_q6u36m2psnc3rpytggbjzexftu 283 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 283 6 training training NN work_q6u36m2psnc3rpytggbjzexftu 283 7 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 283 8 Using use VBG work_q6u36m2psnc3rpytggbjzexftu 283 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 283 10 minimalist minimalist NN work_q6u36m2psnc3rpytggbjzexftu 283 11 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 283 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 283 13 not not RB work_q6u36m2psnc3rpytggbjzexftu 283 14 shown show VBN work_q6u36m2psnc3rpytggbjzexftu 283 15 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 283 16 , , , work_q6u36m2psnc3rpytggbjzexftu 283 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 283 18 researcher researcher NN work_q6u36m2psnc3rpytggbjzexftu 283 19 can can MD work_q6u36m2psnc3rpytggbjzexftu 283 20 specify specify VB work_q6u36m2psnc3rpytggbjzexftu 283 21 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 283 22 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 283 23 network network NN work_q6u36m2psnc3rpytggbjzexftu 283 24 , , , work_q6u36m2psnc3rpytggbjzexftu 283 25 for for IN work_q6u36m2psnc3rpytggbjzexftu 283 26 example example NN work_q6u36m2psnc3rpytggbjzexftu 283 27 they -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 283 28 can can MD work_q6u36m2psnc3rpytggbjzexftu 283 29 add add VB work_q6u36m2psnc3rpytggbjzexftu 283 30 / / SYM work_q6u36m2psnc3rpytggbjzexftu 283 31 remove remove VB work_q6u36m2psnc3rpytggbjzexftu 283 32 layers layer NNS work_q6u36m2psnc3rpytggbjzexftu 283 33 of of IN work_q6u36m2psnc3rpytggbjzexftu 283 34 different different JJ work_q6u36m2psnc3rpytggbjzexftu 283 35 types type NNS work_q6u36m2psnc3rpytggbjzexftu 283 36 , , , work_q6u36m2psnc3rpytggbjzexftu 283 37 and and CC work_q6u36m2psnc3rpytggbjzexftu 283 38 adjust adjust VB work_q6u36m2psnc3rpytggbjzexftu 283 39 regularization regularization NN work_q6u36m2psnc3rpytggbjzexftu 283 40 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 283 41 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 283 42 L1 L1 NNP work_q6u36m2psnc3rpytggbjzexftu 283 43 / / SYM work_q6u36m2psnc3rpytggbjzexftu 283 44 L2 L2 NNP work_q6u36m2psnc3rpytggbjzexftu 283 45 / / SYM work_q6u36m2psnc3rpytggbjzexftu 283 46 dropout dropout NN work_q6u36m2psnc3rpytggbjzexftu 283 47 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 283 48 and and CC work_q6u36m2psnc3rpytggbjzexftu 283 49 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 283 50 rates rate NNS work_q6u36m2psnc3rpytggbjzexftu 283 51 . . . work_q6u36m2psnc3rpytggbjzexftu 284 1 Alternatively alternatively RB work_q6u36m2psnc3rpytggbjzexftu 284 2 , , , work_q6u36m2psnc3rpytggbjzexftu 284 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 284 4 researcher researcher NN work_q6u36m2psnc3rpytggbjzexftu 284 5 can can MD work_q6u36m2psnc3rpytggbjzexftu 284 6 load load VB work_q6u36m2psnc3rpytggbjzexftu 284 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 284 8 previously previously RB work_q6u36m2psnc3rpytggbjzexftu 284 9 saved save VBN work_q6u36m2psnc3rpytggbjzexftu 284 10 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 284 11 network network NN work_q6u36m2psnc3rpytggbjzexftu 284 12 in in IN work_q6u36m2psnc3rpytggbjzexftu 284 13 JSON JSON NNP work_q6u36m2psnc3rpytggbjzexftu 284 14 format format NN work_q6u36m2psnc3rpytggbjzexftu 284 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 284 16 that that DT work_q6u36m2psnc3rpytggbjzexftu 284 17 may may MD work_q6u36m2psnc3rpytggbjzexftu 284 18 or or CC work_q6u36m2psnc3rpytggbjzexftu 284 19 may may MD work_q6u36m2psnc3rpytggbjzexftu 284 20 not not RB work_q6u36m2psnc3rpytggbjzexftu 284 21 have have VB work_q6u36m2psnc3rpytggbjzexftu 284 22 already already RB work_q6u36m2psnc3rpytggbjzexftu 284 23 been be VBN work_q6u36m2psnc3rpytggbjzexftu 284 24 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 284 25 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 284 26 . . . work_q6u36m2psnc3rpytggbjzexftu 285 1 Once once RB work_q6u36m2psnc3rpytggbjzexftu 285 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 285 3 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 285 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 285 5 specified specify VBN work_q6u36m2psnc3rpytggbjzexftu 285 6 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 285 7 or or CC work_q6u36m2psnc3rpytggbjzexftu 285 8 loaded load VBN work_q6u36m2psnc3rpytggbjzexftu 285 9 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 285 10 , , , work_q6u36m2psnc3rpytggbjzexftu 285 11 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 285 12 appears appear VBZ work_q6u36m2psnc3rpytggbjzexftu 285 13 in in IN work_q6u36m2psnc3rpytggbjzexftu 285 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 285 15 display display NN work_q6u36m2psnc3rpytggbjzexftu 285 16 , , , work_q6u36m2psnc3rpytggbjzexftu 285 17 along along IN work_q6u36m2psnc3rpytggbjzexftu 285 18 with with IN work_q6u36m2psnc3rpytggbjzexftu 285 19 other other JJ work_q6u36m2psnc3rpytggbjzexftu 285 20 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 285 21 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 285 22 also also RB work_q6u36m2psnc3rpytggbjzexftu 285 23 managed manage VBN work_q6u36m2psnc3rpytggbjzexftu 285 24 by by IN work_q6u36m2psnc3rpytggbjzexftu 285 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 285 26 master master NN work_q6u36m2psnc3rpytggbjzexftu 285 27 node node NNP work_q6u36m2psnc3rpytggbjzexftu 285 28 . . . work_q6u36m2psnc3rpytggbjzexftu 286 1 By by IN work_q6u36m2psnc3rpytggbjzexftu 286 2 selecting select VBG work_q6u36m2psnc3rpytggbjzexftu 286 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 286 4 specific specific JJ work_q6u36m2psnc3rpytggbjzexftu 286 5 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 286 6 network network NN work_q6u36m2psnc3rpytggbjzexftu 286 7 , , , work_q6u36m2psnc3rpytggbjzexftu 286 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 286 9 researcher researcher NN work_q6u36m2psnc3rpytggbjzexftu 286 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 286 11 then then RB work_q6u36m2psnc3rpytggbjzexftu 286 12 add add VB work_q6u36m2psnc3rpytggbjzexftu 286 13 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 286 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 286 15 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 286 16 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 286 17 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 286 18 , , , work_q6u36m2psnc3rpytggbjzexftu 286 19 project project NN work_q6u36m2psnc3rpytggbjzexftu 286 20 cifar10 cifar10 NN work_q6u36m2psnc3rpytggbjzexftu 286 21 in in IN work_q6u36m2psnc3rpytggbjzexftu 286 22 Fig Fig NNP work_q6u36m2psnc3rpytggbjzexftu 286 23 . . . work_q6u36m2psnc3rpytggbjzexftu 287 1 6 6 LS work_q6u36m2psnc3rpytggbjzexftu 287 2 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 287 3 . . . work_q6u36m2psnc3rpytggbjzexftu 288 1 Specification specification NN work_q6u36m2psnc3rpytggbjzexftu 288 2 of of IN work_q6u36m2psnc3rpytggbjzexftu 288 3 training train VBG work_q6u36m2psnc3rpytggbjzexftu 288 4 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 288 5 Image Image NNP work_q6u36m2psnc3rpytggbjzexftu 288 6 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 288 7 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 288 8 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 288 9 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 288 10 to to TO work_q6u36m2psnc3rpytggbjzexftu 288 11 upload upload VB work_q6u36m2psnc3rpytggbjzexftu 288 12 using use VBG work_q6u36m2psnc3rpytggbjzexftu 288 13 named name VBN work_q6u36m2psnc3rpytggbjzexftu 288 14 directory directory NN work_q6u36m2psnc3rpytggbjzexftu 288 15 structures structure NNS work_q6u36m2psnc3rpytggbjzexftu 288 16 for for IN work_q6u36m2psnc3rpytggbjzexftu 288 17 image image NN work_q6u36m2psnc3rpytggbjzexftu 288 18 labels label NNS work_q6u36m2psnc3rpytggbjzexftu 288 19 . . . work_q6u36m2psnc3rpytggbjzexftu 289 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 289 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 289 3 , , , work_q6u36m2psnc3rpytggbjzexftu 289 4 for for IN work_q6u36m2psnc3rpytggbjzexftu 289 5 CIFAR10 cifar10 VB work_q6u36m2psnc3rpytggbjzexftu 289 6 all all DT work_q6u36m2psnc3rpytggbjzexftu 289 7 files file NNS work_q6u36m2psnc3rpytggbjzexftu 289 8 in in IN work_q6u36m2psnc3rpytggbjzexftu 289 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 289 10 “ " `` work_q6u36m2psnc3rpytggbjzexftu 289 11 apple apple NN work_q6u36m2psnc3rpytggbjzexftu 289 12 ” " '' work_q6u36m2psnc3rpytggbjzexftu 289 13 subdirectory subdirectory NN work_q6u36m2psnc3rpytggbjzexftu 289 14 will will MD work_q6u36m2psnc3rpytggbjzexftu 289 15 be be VB work_q6u36m2psnc3rpytggbjzexftu 289 16 given give VBN work_q6u36m2psnc3rpytggbjzexftu 289 17 label label NNP work_q6u36m2psnc3rpytggbjzexftu 289 18 “ " `` work_q6u36m2psnc3rpytggbjzexftu 289 19 ap- ap- NNP work_q6u36m2psnc3rpytggbjzexftu 289 20 ple ple NNP work_q6u36m2psnc3rpytggbjzexftu 289 21 ” " '' work_q6u36m2psnc3rpytggbjzexftu 289 22 once once RB work_q6u36m2psnc3rpytggbjzexftu 289 23 loaded load VBN work_q6u36m2psnc3rpytggbjzexftu 289 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 289 25 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 289 26 , , , work_q6u36m2psnc3rpytggbjzexftu 289 27 the the DT work_q6u36m2psnc3rpytggbjzexftu 289 28 image image NN work_q6u36m2psnc3rpytggbjzexftu 289 29 file file NN work_q6u36m2psnc3rpytggbjzexftu 289 30 /cifar10 /cifar10 . work_q6u36m2psnc3rpytggbjzexftu 289 31 / / SYM work_q6u36m2psnc3rpytggbjzexftu 289 32 apple apple NN work_q6u36m2psnc3rpytggbjzexftu 289 33 / / SYM work_q6u36m2psnc3rpytggbjzexftu 289 34 apple apple NN work_q6u36m2psnc3rpytggbjzexftu 289 35 apple apple NNP work_q6u36m2psnc3rpytggbjzexftu 289 36 s s NNP work_q6u36m2psnc3rpytggbjzexftu 289 37 000022.png 000022.png CD work_q6u36m2psnc3rpytggbjzexftu 289 38 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 289 39 . . . work_q6u36m2psnc3rpytggbjzexftu 290 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 290 2 entire entire JJ work_q6u36m2psnc3rpytggbjzexftu 290 3 “ " `` work_q6u36m2psnc3rpytggbjzexftu 290 4 cifar10 cifar10 NN work_q6u36m2psnc3rpytggbjzexftu 290 5 ” " '' work_q6u36m2psnc3rpytggbjzexftu 290 6 directory directory NN work_q6u36m2psnc3rpytggbjzexftu 290 7 can can MD work_q6u36m2psnc3rpytggbjzexftu 290 8 be be VB work_q6u36m2psnc3rpytggbjzexftu 290 9 zipped zip VBN work_q6u36m2psnc3rpytggbjzexftu 290 10 and and CC work_q6u36m2psnc3rpytggbjzexftu 290 11 uploaded upload VBN work_q6u36m2psnc3rpytggbjzexftu 290 12 . . . work_q6u36m2psnc3rpytggbjzexftu 291 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 291 2 processes process VBZ work_q6u36m2psnc3rpytggbjzexftu 291 3 JPEG JPEG NNP work_q6u36m2psnc3rpytggbjzexftu 291 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 291 5 PNG PNG NNP work_q6u36m2psnc3rpytggbjzexftu 291 6 formats format NNS work_q6u36m2psnc3rpytggbjzexftu 291 7 . . . work_q6u36m2psnc3rpytggbjzexftu 292 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 292 2 test test NN work_q6u36m2psnc3rpytggbjzexftu 292 3 set set NN work_q6u36m2psnc3rpytggbjzexftu 292 4 can can MD work_q6u36m2psnc3rpytggbjzexftu 292 5 be be VB work_q6u36m2psnc3rpytggbjzexftu 292 6 uploaded upload VBN work_q6u36m2psnc3rpytggbjzexftu 292 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 292 8 tracker tracker NN work_q6u36m2psnc3rpytggbjzexftu 292 9 mode mode NN work_q6u36m2psnc3rpytggbjzexftu 292 10 . . . work_q6u36m2psnc3rpytggbjzexftu 293 1 Training training NN work_q6u36m2psnc3rpytggbjzexftu 293 2 mode mode NN work_q6u36m2psnc3rpytggbjzexftu 293 3 In in IN work_q6u36m2psnc3rpytggbjzexftu 293 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 293 5 training training NN work_q6u36m2psnc3rpytggbjzexftu 293 6 mode mode NN work_q6u36m2psnc3rpytggbjzexftu 293 7 , , , work_q6u36m2psnc3rpytggbjzexftu 293 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 293 9 training training NN work_q6u36m2psnc3rpytggbjzexftu 293 10 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 293 11 performs perform VBZ work_q6u36m2psnc3rpytggbjzexftu 293 12 as as IN work_q6u36m2psnc3rpytggbjzexftu 293 13 many many JJ work_q6u36m2psnc3rpytggbjzexftu 293 14 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 293 15 computations computation NNS work_q6u36m2psnc3rpytggbjzexftu 293 16 as as IN work_q6u36m2psnc3rpytggbjzexftu 293 17 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 293 18 within within IN work_q6u36m2psnc3rpytggbjzexftu 293 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 293 20 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 293 21 duration duration NN work_q6u36m2psnc3rpytggbjzexftu 293 22 T T NNP work_q6u36m2psnc3rpytggbjzexftu 293 23 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 293 24 i.e. i.e. FW work_q6u36m2psnc3rpytggbjzexftu 293 25 , , , work_q6u36m2psnc3rpytggbjzexftu 293 26 during during IN work_q6u36m2psnc3rpytggbjzexftu 293 27 the the DT work_q6u36m2psnc3rpytggbjzexftu 293 28 map map NN work_q6u36m2psnc3rpytggbjzexftu 293 29 step step NN work_q6u36m2psnc3rpytggbjzexftu 293 30 of of IN work_q6u36m2psnc3rpytggbjzexftu 293 31 the the DT work_q6u36m2psnc3rpytggbjzexftu 293 32 main main JJ work_q6u36m2psnc3rpytggbjzexftu 293 33 event event NN work_q6u36m2psnc3rpytggbjzexftu 293 34 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 293 35 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 293 36 . . . work_q6u36m2psnc3rpytggbjzexftu 294 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 294 2 total total JJ work_q6u36m2psnc3rpytggbjzexftu 294 3 gradient gradient NN work_q6u36m2psnc3rpytggbjzexftu 294 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 294 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 294 6 number number NN work_q6u36m2psnc3rpytggbjzexftu 294 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 294 8 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 294 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 294 10 sent send VBN work_q6u36m2psnc3rpytggbjzexftu 294 11 to to IN work_q6u36m2psnc3rpytggbjzexftu 294 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 294 13 master master NN work_q6u36m2psnc3rpytggbjzexftu 294 14 , , , work_q6u36m2psnc3rpytggbjzexftu 294 15 which which WDT work_q6u36m2psnc3rpytggbjzexftu 294 16 then then RB work_q6u36m2psnc3rpytggbjzexftu 294 17 in in IN work_q6u36m2psnc3rpytggbjzexftu 294 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 294 19 reduce reduce NN work_q6u36m2psnc3rpytggbjzexftu 294 20 step step NN work_q6u36m2psnc3rpytggbjzexftu 294 21 computes compute VBZ work_q6u36m2psnc3rpytggbjzexftu 294 22 a a DT work_q6u36m2psnc3rpytggbjzexftu 294 23 weighted weighted JJ work_q6u36m2psnc3rpytggbjzexftu 294 24 average average NN work_q6u36m2psnc3rpytggbjzexftu 294 25 of of IN work_q6u36m2psnc3rpytggbjzexftu 294 26 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 294 27 from from IN work_q6u36m2psnc3rpytggbjzexftu 294 28 all all DT work_q6u36m2psnc3rpytggbjzexftu 294 29 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 294 30 and and CC work_q6u36m2psnc3rpytggbjzexftu 294 31 takes take VBZ work_q6u36m2psnc3rpytggbjzexftu 294 32 a a DT work_q6u36m2psnc3rpytggbjzexftu 294 33 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 294 34 step step NN work_q6u36m2psnc3rpytggbjzexftu 294 35 using use VBG work_q6u36m2psnc3rpytggbjzexftu 294 36 AdaGrad AdaGrad NNP work_q6u36m2psnc3rpytggbjzexftu 294 37 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 294 38 Duchi Duchi NNP work_q6u36m2psnc3rpytggbjzexftu 294 39 , , , work_q6u36m2psnc3rpytggbjzexftu 294 40 Hazan Hazan NNP work_q6u36m2psnc3rpytggbjzexftu 294 41 & & CC work_q6u36m2psnc3rpytggbjzexftu 294 42 Singer Singer NNP work_q6u36m2psnc3rpytggbjzexftu 294 43 , , , work_q6u36m2psnc3rpytggbjzexftu 294 44 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 294 45 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 294 46 . . . work_q6u36m2psnc3rpytggbjzexftu 295 1 At at IN work_q6u36m2psnc3rpytggbjzexftu 295 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 295 3 end end NN work_q6u36m2psnc3rpytggbjzexftu 295 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 295 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 295 6 main main JJ work_q6u36m2psnc3rpytggbjzexftu 295 7 event event NN work_q6u36m2psnc3rpytggbjzexftu 295 8 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 295 9 , , , work_q6u36m2psnc3rpytggbjzexftu 295 10 new new JJ work_q6u36m2psnc3rpytggbjzexftu 295 11 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 295 12 network network NN work_q6u36m2psnc3rpytggbjzexftu 295 13 weights weight NNS work_q6u36m2psnc3rpytggbjzexftu 295 14 are be VBP work_q6u36m2psnc3rpytggbjzexftu 295 15 sent send VBN work_q6u36m2psnc3rpytggbjzexftu 295 16 via via IN work_q6u36m2psnc3rpytggbjzexftu 295 17 Web web NN work_q6u36m2psnc3rpytggbjzexftu 295 18 Sockets socket NNS work_q6u36m2psnc3rpytggbjzexftu 295 19 to to IN work_q6u36m2psnc3rpytggbjzexftu 295 20 both both CC work_q6u36m2psnc3rpytggbjzexftu 295 21 trainer trainer NN work_q6u36m2psnc3rpytggbjzexftu 295 22 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 295 23 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 295 24 for for IN work_q6u36m2psnc3rpytggbjzexftu 295 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 295 26 next next JJ work_q6u36m2psnc3rpytggbjzexftu 295 27 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 295 28 et et NNP work_q6u36m2psnc3rpytggbjzexftu 295 29 al al NNP work_q6u36m2psnc3rpytggbjzexftu 295 30 . . . work_q6u36m2psnc3rpytggbjzexftu 296 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 296 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 296 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 296 4 , , , work_q6u36m2psnc3rpytggbjzexftu 296 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 296 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 296 7 . . . work_q6u36m2psnc3rpytggbjzexftu 297 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 297 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 297 3 , , , work_q6u36m2psnc3rpytggbjzexftu 297 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 297 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 297 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 297 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 297 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 297 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 297 10 14/24 14/24 CD work_q6u36m2psnc3rpytggbjzexftu 297 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 297 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 297 13 Figure Figure NNP work_q6u36m2psnc3rpytggbjzexftu 297 14 7 7 CD work_q6u36m2psnc3rpytggbjzexftu 297 15 Tracking Tracking NNP work_q6u36m2psnc3rpytggbjzexftu 297 16 model model NN work_q6u36m2psnc3rpytggbjzexftu 297 17 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 297 18 model model NN work_q6u36m2psnc3rpytggbjzexftu 297 19 execution execution NN work_q6u36m2psnc3rpytggbjzexftu 297 20 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 297 21 . . . work_q6u36m2psnc3rpytggbjzexftu 298 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 298 2 label label NN work_q6u36m2psnc3rpytggbjzexftu 298 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 298 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 298 5 test test NN work_q6u36m2psnc3rpytggbjzexftu 298 6 image image NN work_q6u36m2psnc3rpytggbjzexftu 298 7 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 298 8 predicted predict VBN work_q6u36m2psnc3rpytggbjzexftu 298 9 using use VBG work_q6u36m2psnc3rpytggbjzexftu 298 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 298 11 latest late JJS work_q6u36m2psnc3rpytggbjzexftu 298 12 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 298 13 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 298 14 . . . work_q6u36m2psnc3rpytggbjzexftu 299 1 Users user NNS work_q6u36m2psnc3rpytggbjzexftu 299 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 299 3 execute execute VB work_q6u36m2psnc3rpytggbjzexftu 299 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 299 5 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 299 6 prediction prediction NN work_q6u36m2psnc3rpytggbjzexftu 299 7 using use VBG work_q6u36m2psnc3rpytggbjzexftu 299 8 an an DT work_q6u36m2psnc3rpytggbjzexftu 299 9 image image NN work_q6u36m2psnc3rpytggbjzexftu 299 10 stored store VBN work_q6u36m2psnc3rpytggbjzexftu 299 11 on on IN work_q6u36m2psnc3rpytggbjzexftu 299 12 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 299 13 device device NN work_q6u36m2psnc3rpytggbjzexftu 299 14 or or CC work_q6u36m2psnc3rpytggbjzexftu 299 15 using use VBG work_q6u36m2psnc3rpytggbjzexftu 299 16 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 299 17 device device NN work_q6u36m2psnc3rpytggbjzexftu 299 18 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 299 19 camera camera NN work_q6u36m2psnc3rpytggbjzexftu 299 20 . . . work_q6u36m2psnc3rpytggbjzexftu 300 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 300 2 this this DT work_q6u36m2psnc3rpytggbjzexftu 300 3 example example NN work_q6u36m2psnc3rpytggbjzexftu 300 4 , , , work_q6u36m2psnc3rpytggbjzexftu 300 5 an an DT work_q6u36m2psnc3rpytggbjzexftu 300 6 image image NN work_q6u36m2psnc3rpytggbjzexftu 300 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 300 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 300 9 horse horse NN work_q6u36m2psnc3rpytggbjzexftu 300 10 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 300 11 correctly correctly RB work_q6u36m2psnc3rpytggbjzexftu 300 12 predicted predict VBN work_q6u36m2psnc3rpytggbjzexftu 300 13 with with IN work_q6u36m2psnc3rpytggbjzexftu 300 14 probability probability NN work_q6u36m2psnc3rpytggbjzexftu 300 15 0.687 0.687 CD work_q6u36m2psnc3rpytggbjzexftu 300 16 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 300 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 300 18 class class NN work_q6u36m2psnc3rpytggbjzexftu 300 19 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 300 20 conditional conditional JJ work_q6u36m2psnc3rpytggbjzexftu 300 21 predictive predictive JJ work_q6u36m2psnc3rpytggbjzexftu 300 22 probability probability NN work_q6u36m2psnc3rpytggbjzexftu 300 23 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 300 24 . . . work_q6u36m2psnc3rpytggbjzexftu 301 1 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 301 2 computations computation NNS work_q6u36m2psnc3rpytggbjzexftu 301 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 301 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 301 5 to to IN work_q6u36m2psnc3rpytggbjzexftu 301 6 tracker tracker NN work_q6u36m2psnc3rpytggbjzexftu 301 7 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 301 8 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 301 9 for for IN work_q6u36m2psnc3rpytggbjzexftu 301 10 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 301 11 statistics statistic NNS work_q6u36m2psnc3rpytggbjzexftu 301 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 301 13 executing execute VBG work_q6u36m2psnc3rpytggbjzexftu 301 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 301 15 latest late JJS work_q6u36m2psnc3rpytggbjzexftu 301 16 model model NN work_q6u36m2psnc3rpytggbjzexftu 301 17 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 301 18 . . . work_q6u36m2psnc3rpytggbjzexftu 302 1 Tracking tracking NN work_q6u36m2psnc3rpytggbjzexftu 302 2 mode mode NN work_q6u36m2psnc3rpytggbjzexftu 302 3 There there EX work_q6u36m2psnc3rpytggbjzexftu 302 4 are be VBP work_q6u36m2psnc3rpytggbjzexftu 302 5 two two CD work_q6u36m2psnc3rpytggbjzexftu 302 6 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 302 7 functions function NNS work_q6u36m2psnc3rpytggbjzexftu 302 8 in in IN work_q6u36m2psnc3rpytggbjzexftu 302 9 tracking tracking NN work_q6u36m2psnc3rpytggbjzexftu 302 10 mode mode NN work_q6u36m2psnc3rpytggbjzexftu 302 11 : : : work_q6u36m2psnc3rpytggbjzexftu 302 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 302 13 1 1 LS work_q6u36m2psnc3rpytggbjzexftu 302 14 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 302 15 executing execute VBG work_q6u36m2psnc3rpytggbjzexftu 302 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 302 17 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 302 18 network network NN work_q6u36m2psnc3rpytggbjzexftu 302 19 on on IN work_q6u36m2psnc3rpytggbjzexftu 302 20 test test NN work_q6u36m2psnc3rpytggbjzexftu 302 21 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 302 22 , , , work_q6u36m2psnc3rpytggbjzexftu 302 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 302 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 302 25 2 2 LS work_q6u36m2psnc3rpytggbjzexftu 302 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 302 27 monitoring monitor VBG work_q6u36m2psnc3rpytggbjzexftu 302 28 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 302 29 error error NN work_q6u36m2psnc3rpytggbjzexftu 302 30 on on IN work_q6u36m2psnc3rpytggbjzexftu 302 31 an an DT work_q6u36m2psnc3rpytggbjzexftu 302 32 independent independent JJ work_q6u36m2psnc3rpytggbjzexftu 302 33 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 302 34 set set NN work_q6u36m2psnc3rpytggbjzexftu 302 35 . . . work_q6u36m2psnc3rpytggbjzexftu 303 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 303 2 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 303 3 , , , work_q6u36m2psnc3rpytggbjzexftu 303 4 users user NNS work_q6u36m2psnc3rpytggbjzexftu 303 5 can can MD work_q6u36m2psnc3rpytggbjzexftu 303 6 predict predict VB work_q6u36m2psnc3rpytggbjzexftu 303 7 class class NN work_q6u36m2psnc3rpytggbjzexftu 303 8 labels label NNS work_q6u36m2psnc3rpytggbjzexftu 303 9 for for IN work_q6u36m2psnc3rpytggbjzexftu 303 10 images image NNS work_q6u36m2psnc3rpytggbjzexftu 303 11 taken take VBN work_q6u36m2psnc3rpytggbjzexftu 303 12 with with IN work_q6u36m2psnc3rpytggbjzexftu 303 13 a a DT work_q6u36m2psnc3rpytggbjzexftu 303 14 device device NN work_q6u36m2psnc3rpytggbjzexftu 303 15 ’s ’s , work_q6u36m2psnc3rpytggbjzexftu 303 16 camera camera NN work_q6u36m2psnc3rpytggbjzexftu 303 17 or or CC work_q6u36m2psnc3rpytggbjzexftu 303 18 locally locally RB work_q6u36m2psnc3rpytggbjzexftu 303 19 stored stored JJ work_q6u36m2psnc3rpytggbjzexftu 303 20 images image NNS work_q6u36m2psnc3rpytggbjzexftu 303 21 . . . work_q6u36m2psnc3rpytggbjzexftu 304 1 Users user NNS work_q6u36m2psnc3rpytggbjzexftu 304 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 304 3 also also RB work_q6u36m2psnc3rpytggbjzexftu 304 4 learn learn VB work_q6u36m2psnc3rpytggbjzexftu 304 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 304 6 new new JJ work_q6u36m2psnc3rpytggbjzexftu 304 7 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 304 8 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 304 9 on on IN work_q6u36m2psnc3rpytggbjzexftu 304 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 304 11 fly fly NN work_q6u36m2psnc3rpytggbjzexftu 304 12 by by IN work_q6u36m2psnc3rpytggbjzexftu 304 13 taking take VBG work_q6u36m2psnc3rpytggbjzexftu 304 14 a a DT work_q6u36m2psnc3rpytggbjzexftu 304 15 picture picture NN work_q6u36m2psnc3rpytggbjzexftu 304 16 and and CC work_q6u36m2psnc3rpytggbjzexftu 304 17 giving give VBG work_q6u36m2psnc3rpytggbjzexftu 304 18 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 304 19 a a DT work_q6u36m2psnc3rpytggbjzexftu 304 20 new new JJ work_q6u36m2psnc3rpytggbjzexftu 304 21 label label NN work_q6u36m2psnc3rpytggbjzexftu 304 22 ; ; : work_q6u36m2psnc3rpytggbjzexftu 304 23 this this DT work_q6u36m2psnc3rpytggbjzexftu 304 24 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 304 25 treated treat VBN work_q6u36m2psnc3rpytggbjzexftu 304 26 as as IN work_q6u36m2psnc3rpytggbjzexftu 304 27 a a DT work_q6u36m2psnc3rpytggbjzexftu 304 28 new new JJ work_q6u36m2psnc3rpytggbjzexftu 304 29 data data NN work_q6u36m2psnc3rpytggbjzexftu 304 30 vector vector NN work_q6u36m2psnc3rpytggbjzexftu 304 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 304 32 a a DT work_q6u36m2psnc3rpytggbjzexftu 304 33 new new JJ work_q6u36m2psnc3rpytggbjzexftu 304 34 output output NN work_q6u36m2psnc3rpytggbjzexftu 304 35 neuron neuron NN work_q6u36m2psnc3rpytggbjzexftu 304 36 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 304 37 added add VBN work_q6u36m2psnc3rpytggbjzexftu 304 38 dynamically dynamically RB work_q6u36m2psnc3rpytggbjzexftu 304 39 to to IN work_q6u36m2psnc3rpytggbjzexftu 304 40 the the DT work_q6u36m2psnc3rpytggbjzexftu 304 41 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 304 42 network network NN work_q6u36m2psnc3rpytggbjzexftu 304 43 if if IN work_q6u36m2psnc3rpytggbjzexftu 304 44 the the DT work_q6u36m2psnc3rpytggbjzexftu 304 45 label label NN work_q6u36m2psnc3rpytggbjzexftu 304 46 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 304 47 also also RB work_q6u36m2psnc3rpytggbjzexftu 304 48 new new JJ work_q6u36m2psnc3rpytggbjzexftu 304 49 . . . work_q6u36m2psnc3rpytggbjzexftu 305 1 Figure figure NN work_q6u36m2psnc3rpytggbjzexftu 305 2 7 7 CD work_q6u36m2psnc3rpytggbjzexftu 305 3 shows show VBZ work_q6u36m2psnc3rpytggbjzexftu 305 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 305 5 test test NN work_q6u36m2psnc3rpytggbjzexftu 305 6 image image NN work_q6u36m2psnc3rpytggbjzexftu 305 7 being be VBG work_q6u36m2psnc3rpytggbjzexftu 305 8 classified classify VBN work_q6u36m2psnc3rpytggbjzexftu 305 9 by by IN work_q6u36m2psnc3rpytggbjzexftu 305 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 305 11 cifar10 cifar10 NN work_q6u36m2psnc3rpytggbjzexftu 305 12 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 305 13 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 305 14 network network NN work_q6u36m2psnc3rpytggbjzexftu 305 15 . . . work_q6u36m2psnc3rpytggbjzexftu 306 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 306 2 2 2 CD work_q6u36m2psnc3rpytggbjzexftu 306 3 , , , work_q6u36m2psnc3rpytggbjzexftu 306 4 users user NNS work_q6u36m2psnc3rpytggbjzexftu 306 5 create create VBP work_q6u36m2psnc3rpytggbjzexftu 306 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 306 7 statistics statistic NNS work_q6u36m2psnc3rpytggbjzexftu 306 8 worker worker NN work_q6u36m2psnc3rpytggbjzexftu 306 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 306 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 306 11 upload upload JJ work_q6u36m2psnc3rpytggbjzexftu 306 12 test test NN work_q6u36m2psnc3rpytggbjzexftu 306 13 images image NNS work_q6u36m2psnc3rpytggbjzexftu 306 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 306 15 track track VBP work_q6u36m2psnc3rpytggbjzexftu 306 16 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 306 17 error error NN work_q6u36m2psnc3rpytggbjzexftu 306 18 over over IN work_q6u36m2psnc3rpytggbjzexftu 306 19 time time NN work_q6u36m2psnc3rpytggbjzexftu 306 20 ; ; : work_q6u36m2psnc3rpytggbjzexftu 306 21 after after IN work_q6u36m2psnc3rpytggbjzexftu 306 22 each each DT work_q6u36m2psnc3rpytggbjzexftu 306 23 complete complete JJ work_q6u36m2psnc3rpytggbjzexftu 306 24 evaluation evaluation NN work_q6u36m2psnc3rpytggbjzexftu 306 25 of of IN work_q6u36m2psnc3rpytggbjzexftu 306 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 306 27 test test NN work_q6u36m2psnc3rpytggbjzexftu 306 28 images image NNS work_q6u36m2psnc3rpytggbjzexftu 306 29 , , , work_q6u36m2psnc3rpytggbjzexftu 306 30 the the DT work_q6u36m2psnc3rpytggbjzexftu 306 31 latest late JJS work_q6u36m2psnc3rpytggbjzexftu 306 32 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 306 33 network network NN work_q6u36m2psnc3rpytggbjzexftu 306 34 received receive VBN work_q6u36m2psnc3rpytggbjzexftu 306 35 from from IN work_q6u36m2psnc3rpytggbjzexftu 306 36 the the DT work_q6u36m2psnc3rpytggbjzexftu 306 37 master master NN work_q6u36m2psnc3rpytggbjzexftu 306 38 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 306 39 used use VBN work_q6u36m2psnc3rpytggbjzexftu 306 40 . . . work_q6u36m2psnc3rpytggbjzexftu 307 1 Fig fig NN work_q6u36m2psnc3rpytggbjzexftu 307 2 . . . work_q6u36m2psnc3rpytggbjzexftu 308 1 8 8 CD work_q6u36m2psnc3rpytggbjzexftu 308 2 shows show VBZ work_q6u36m2psnc3rpytggbjzexftu 308 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 308 4 error error NN work_q6u36m2psnc3rpytggbjzexftu 308 5 for for IN work_q6u36m2psnc3rpytggbjzexftu 308 6 cifar10 cifar10 NNS work_q6u36m2psnc3rpytggbjzexftu 308 7 using use VBG work_q6u36m2psnc3rpytggbjzexftu 308 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 308 9 small small JJ work_q6u36m2psnc3rpytggbjzexftu 308 10 test test NN work_q6u36m2psnc3rpytggbjzexftu 308 11 set set VBN work_q6u36m2psnc3rpytggbjzexftu 308 12 for for IN work_q6u36m2psnc3rpytggbjzexftu 308 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 308 14 first first JJ work_q6u36m2psnc3rpytggbjzexftu 308 15 600 600 CD work_q6u36m2psnc3rpytggbjzexftu 308 16 parameter parameter NN work_q6u36m2psnc3rpytggbjzexftu 308 17 updates update NNS work_q6u36m2psnc3rpytggbjzexftu 308 18 . . . work_q6u36m2psnc3rpytggbjzexftu 309 1 Archiving archive VBG work_q6u36m2psnc3rpytggbjzexftu 309 2 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 309 3 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 309 4 network network NN work_q6u36m2psnc3rpytggbjzexftu 309 5 model model NN work_q6u36m2psnc3rpytggbjzexftu 309 6 The the DT work_q6u36m2psnc3rpytggbjzexftu 309 7 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 309 8 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 309 9 not not RB work_q6u36m2psnc3rpytggbjzexftu 309 10 include include VB work_q6u36m2psnc3rpytggbjzexftu 309 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 309 12 research research NN work_q6u36m2psnc3rpytggbjzexftu 309 13 closure closure NN work_q6u36m2psnc3rpytggbjzexftu 309 14 specification specification NN work_q6u36m2psnc3rpytggbjzexftu 309 15 . . . work_q6u36m2psnc3rpytggbjzexftu 310 1 However however RB work_q6u36m2psnc3rpytggbjzexftu 310 2 , , , work_q6u36m2psnc3rpytggbjzexftu 310 3 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 310 4 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 310 5 provide provide VB work_q6u36m2psnc3rpytggbjzexftu 310 6 easy easy JJ work_q6u36m2psnc3rpytggbjzexftu 310 7 archiving archive VBG work_q6u36m2psnc3rpytggbjzexftu 310 8 functionality functionality NN work_q6u36m2psnc3rpytggbjzexftu 310 9 . . . work_q6u36m2psnc3rpytggbjzexftu 311 1 At at IN work_q6u36m2psnc3rpytggbjzexftu 311 2 any any DT work_q6u36m2psnc3rpytggbjzexftu 311 3 moment moment NN work_q6u36m2psnc3rpytggbjzexftu 311 4 , , , work_q6u36m2psnc3rpytggbjzexftu 311 5 users user NNS work_q6u36m2psnc3rpytggbjzexftu 311 6 can can MD work_q6u36m2psnc3rpytggbjzexftu 311 7 download download VB work_q6u36m2psnc3rpytggbjzexftu 311 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 311 9 entire entire JJ work_q6u36m2psnc3rpytggbjzexftu 311 10 model model NN work_q6u36m2psnc3rpytggbjzexftu 311 11 speci- speci- JJ work_q6u36m2psnc3rpytggbjzexftu 311 12 fication fication NN work_q6u36m2psnc3rpytggbjzexftu 311 13 and and CC work_q6u36m2psnc3rpytggbjzexftu 311 14 current current JJ work_q6u36m2psnc3rpytggbjzexftu 311 15 parameter parameter NN work_q6u36m2psnc3rpytggbjzexftu 311 16 values value NNS work_q6u36m2psnc3rpytggbjzexftu 311 17 in in IN work_q6u36m2psnc3rpytggbjzexftu 311 18 JSON JSON NNP work_q6u36m2psnc3rpytggbjzexftu 311 19 format format NN work_q6u36m2psnc3rpytggbjzexftu 311 20 . . . work_q6u36m2psnc3rpytggbjzexftu 312 1 Users user NNS work_q6u36m2psnc3rpytggbjzexftu 312 2 can can MD work_q6u36m2psnc3rpytggbjzexftu 312 3 then then RB work_q6u36m2psnc3rpytggbjzexftu 312 4 share share VB work_q6u36m2psnc3rpytggbjzexftu 312 5 or or CC work_q6u36m2psnc3rpytggbjzexftu 312 6 initialize initialize VB work_q6u36m2psnc3rpytggbjzexftu 312 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 312 8 new new JJ work_q6u36m2psnc3rpytggbjzexftu 312 9 training training NN work_q6u36m2psnc3rpytggbjzexftu 312 10 session session NN work_q6u36m2psnc3rpytggbjzexftu 312 11 with with IN work_q6u36m2psnc3rpytggbjzexftu 312 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 312 13 JSON JSON NNP work_q6u36m2psnc3rpytggbjzexftu 312 14 object object NN work_q6u36m2psnc3rpytggbjzexftu 312 15 by by IN work_q6u36m2psnc3rpytggbjzexftu 312 16 uploading upload VBG work_q6u36m2psnc3rpytggbjzexftu 312 17 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 312 18 during during IN work_q6u36m2psnc3rpytggbjzexftu 312 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 312 20 model model NN work_q6u36m2psnc3rpytggbjzexftu 312 21 specification specification NN work_q6u36m2psnc3rpytggbjzexftu 312 22 phase phase NN work_q6u36m2psnc3rpytggbjzexftu 312 23 , , , work_q6u36m2psnc3rpytggbjzexftu 312 24 which which WDT work_q6u36m2psnc3rpytggbjzexftu 312 25 represents represent VBZ work_q6u36m2psnc3rpytggbjzexftu 312 26 a a DT work_q6u36m2psnc3rpytggbjzexftu 312 27 high high JJ work_q6u36m2psnc3rpytggbjzexftu 312 28 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 312 29 level level NN work_q6u36m2psnc3rpytggbjzexftu 312 30 of of IN work_q6u36m2psnc3rpytggbjzexftu 312 31 reproducibility reproducibility NN work_q6u36m2psnc3rpytggbjzexftu 312 32 . . . work_q6u36m2psnc3rpytggbjzexftu 313 1 Although although IN work_q6u36m2psnc3rpytggbjzexftu 313 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 313 3 JSON JSON NNP work_q6u36m2psnc3rpytggbjzexftu 313 4 object object VBP work_q6u36m2psnc3rpytggbjzexftu 313 5 fully fully RB work_q6u36m2psnc3rpytggbjzexftu 313 6 specifies specify VBZ work_q6u36m2psnc3rpytggbjzexftu 313 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 313 8 model model NN work_q6u36m2psnc3rpytggbjzexftu 313 9 , , , work_q6u36m2psnc3rpytggbjzexftu 313 10 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 313 11 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 313 12 not not RB work_q6u36m2psnc3rpytggbjzexftu 313 13 include include VB work_q6u36m2psnc3rpytggbjzexftu 313 14 training training NN work_q6u36m2psnc3rpytggbjzexftu 313 15 or or CC work_q6u36m2psnc3rpytggbjzexftu 313 16 testing testing NN work_q6u36m2psnc3rpytggbjzexftu 313 17 code code NN work_q6u36m2psnc3rpytggbjzexftu 313 18 . . . work_q6u36m2psnc3rpytggbjzexftu 314 1 Despite despite IN work_q6u36m2psnc3rpytggbjzexftu 314 2 this this DT work_q6u36m2psnc3rpytggbjzexftu 314 3 shortcoming shortcoming NN work_q6u36m2psnc3rpytggbjzexftu 314 4 , , , work_q6u36m2psnc3rpytggbjzexftu 314 5 using use VBG work_q6u36m2psnc3rpytggbjzexftu 314 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 314 7 standard standard JJ work_q6u36m2psnc3rpytggbjzexftu 314 8 protocol protocol NN work_q6u36m2psnc3rpytggbjzexftu 314 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 314 10 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 314 11 way way NN work_q6u36m2psnc3rpytggbjzexftu 314 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 314 13 providing provide VBG work_q6u36m2psnc3rpytggbjzexftu 314 14 a a DT work_q6u36m2psnc3rpytggbjzexftu 314 15 lightweight lightweight JJ work_q6u36m2psnc3rpytggbjzexftu 314 16 archiving archive VBG work_q6u36m2psnc3rpytggbjzexftu 314 17 system system NN work_q6u36m2psnc3rpytggbjzexftu 314 18 . . . work_q6u36m2psnc3rpytggbjzexftu 315 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 315 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 315 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 315 4 . . . work_q6u36m2psnc3rpytggbjzexftu 316 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 316 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 316 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 316 4 , , , work_q6u36m2psnc3rpytggbjzexftu 316 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 316 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 316 7 . . . work_q6u36m2psnc3rpytggbjzexftu 317 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 317 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 317 3 , , , work_q6u36m2psnc3rpytggbjzexftu 317 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 317 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 317 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 317 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 317 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 317 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 317 10 15/24 15/24 CD work_q6u36m2psnc3rpytggbjzexftu 317 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 317 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 317 13 Figure figure NN work_q6u36m2psnc3rpytggbjzexftu 317 14 8 8 CD work_q6u36m2psnc3rpytggbjzexftu 317 15 Tracking tracking NN work_q6u36m2psnc3rpytggbjzexftu 317 16 mode mode NN work_q6u36m2psnc3rpytggbjzexftu 317 17 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 317 18 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 317 19 error error NN work_q6u36m2psnc3rpytggbjzexftu 317 20 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 317 21 . . . work_q6u36m2psnc3rpytggbjzexftu 318 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 318 2 test test NN work_q6u36m2psnc3rpytggbjzexftu 318 3 dataset dataset NN work_q6u36m2psnc3rpytggbjzexftu 318 4 can can MD work_q6u36m2psnc3rpytggbjzexftu 318 5 be be VB work_q6u36m2psnc3rpytggbjzexftu 318 6 loaded load VBN work_q6u36m2psnc3rpytggbjzexftu 318 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 318 8 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 318 9 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 318 10 error error NN work_q6u36m2psnc3rpytggbjzexftu 318 11 rate rate NN work_q6u36m2psnc3rpytggbjzexftu 318 12 tracked track VBD work_q6u36m2psnc3rpytggbjzexftu 318 13 over over IN work_q6u36m2psnc3rpytggbjzexftu 318 14 iterations iteration NNS work_q6u36m2psnc3rpytggbjzexftu 318 15 ; ; : work_q6u36m2psnc3rpytggbjzexftu 318 16 here here RB work_q6u36m2psnc3rpytggbjzexftu 318 17 using use VBG work_q6u36m2psnc3rpytggbjzexftu 318 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 318 19 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 318 20 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 318 21 on on IN work_q6u36m2psnc3rpytggbjzexftu 318 22 CIFAR-10 CIFAR-10 NNP work_q6u36m2psnc3rpytggbjzexftu 318 23 . . . work_q6u36m2psnc3rpytggbjzexftu 319 1 Limitations limitation NNS work_q6u36m2psnc3rpytggbjzexftu 319 2 of of IN work_q6u36m2psnc3rpytggbjzexftu 319 3 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 319 4 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 319 5 In in IN work_q6u36m2psnc3rpytggbjzexftu 319 6 this this DT work_q6u36m2psnc3rpytggbjzexftu 319 7 section section NN work_q6u36m2psnc3rpytggbjzexftu 319 8 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 319 9 briefly briefly RB work_q6u36m2psnc3rpytggbjzexftu 319 10 discuss discuss VBP work_q6u36m2psnc3rpytggbjzexftu 319 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 319 12 limitations limitation NNS work_q6u36m2psnc3rpytggbjzexftu 319 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 319 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 319 15 current current JJ work_q6u36m2psnc3rpytggbjzexftu 319 16 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 319 17 ; ; : work_q6u36m2psnc3rpytggbjzexftu 319 18 later later RB work_q6u36m2psnc3rpytggbjzexftu 319 19 in in IN work_q6u36m2psnc3rpytggbjzexftu 319 20 Section section NN work_q6u36m2psnc3rpytggbjzexftu 319 21 ‘ ' `` work_q6u36m2psnc3rpytggbjzexftu 319 22 Opportunities Opportunities NNPS work_q6u36m2psnc3rpytggbjzexftu 319 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 319 24 Challenges Challenges NNPS work_q6u36m2psnc3rpytggbjzexftu 319 25 ’ ' '' work_q6u36m2psnc3rpytggbjzexftu 319 26 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 319 27 will will MD work_q6u36m2psnc3rpytggbjzexftu 319 28 discuss discuss VB work_q6u36m2psnc3rpytggbjzexftu 319 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 319 30 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 319 31 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 319 32 face face VBP work_q6u36m2psnc3rpytggbjzexftu 319 33 in in IN work_q6u36m2psnc3rpytggbjzexftu 319 34 scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 319 35 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 319 36 to to IN work_q6u36m2psnc3rpytggbjzexftu 319 37 a a DT work_q6u36m2psnc3rpytggbjzexftu 319 38 massive massive JJ work_q6u36m2psnc3rpytggbjzexftu 319 39 level level NN work_q6u36m2psnc3rpytggbjzexftu 319 40 . . . work_q6u36m2psnc3rpytggbjzexftu 320 1 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 320 2 scaling scaling NN work_q6u36m2psnc3rpytggbjzexftu 320 3 experiment experiment NN work_q6u36m2psnc3rpytggbjzexftu 320 4 demonstrates demonstrate VBZ work_q6u36m2psnc3rpytggbjzexftu 320 5 that that IN work_q6u36m2psnc3rpytggbjzexftu 320 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 320 7 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 320 8 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 320 9 can can MD work_q6u36m2psnc3rpytggbjzexftu 320 10 accommodate accommodate VB work_q6u36m2psnc3rpytggbjzexftu 320 11 up up IN work_q6u36m2psnc3rpytggbjzexftu 320 12 to to TO work_q6u36m2psnc3rpytggbjzexftu 320 13 64 64 CD work_q6u36m2psnc3rpytggbjzexftu 320 14 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 320 15 before before IN work_q6u36m2psnc3rpytggbjzexftu 320 16 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 320 17 significantly significantly RB work_q6u36m2psnc3rpytggbjzexftu 320 18 degrades degrade VBZ work_q6u36m2psnc3rpytggbjzexftu 320 19 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 320 20 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 320 21 . . . work_q6u36m2psnc3rpytggbjzexftu 321 1 Latency latency NN work_q6u36m2psnc3rpytggbjzexftu 321 2 , , , work_q6u36m2psnc3rpytggbjzexftu 321 3 however however RB work_q6u36m2psnc3rpytggbjzexftu 321 4 , , , work_q6u36m2psnc3rpytggbjzexftu 321 5 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 321 6 primarily primarily RB work_q6u36m2psnc3rpytggbjzexftu 321 7 affected affect VBN work_q6u36m2psnc3rpytggbjzexftu 321 8 by by IN work_q6u36m2psnc3rpytggbjzexftu 321 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 321 10 length length NN work_q6u36m2psnc3rpytggbjzexftu 321 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 321 12 an an DT work_q6u36m2psnc3rpytggbjzexftu 321 13 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 321 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 321 15 by by IN work_q6u36m2psnc3rpytggbjzexftu 321 16 size size NN work_q6u36m2psnc3rpytggbjzexftu 321 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 321 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 321 19 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 321 20 network network NN work_q6u36m2psnc3rpytggbjzexftu 321 21 . . . work_q6u36m2psnc3rpytggbjzexftu 322 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 322 2 longer long JJR work_q6u36m2psnc3rpytggbjzexftu 322 3 iterations iteration NNS work_q6u36m2psnc3rpytggbjzexftu 322 4 , , , work_q6u36m2psnc3rpytggbjzexftu 322 5 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 322 6 will will MD work_q6u36m2psnc3rpytggbjzexftu 322 7 become become VB work_q6u36m2psnc3rpytggbjzexftu 322 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 322 9 smaller small JJR work_q6u36m2psnc3rpytggbjzexftu 322 10 portion portion NN work_q6u36m2psnc3rpytggbjzexftu 322 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 322 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 322 13 main main JJ work_q6u36m2psnc3rpytggbjzexftu 322 14 event event NN work_q6u36m2psnc3rpytggbjzexftu 322 15 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 322 16 . . . work_q6u36m2psnc3rpytggbjzexftu 323 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 323 2 very very RB work_q6u36m2psnc3rpytggbjzexftu 323 3 large large JJ work_q6u36m2psnc3rpytggbjzexftu 323 4 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 323 5 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 323 6 , , , work_q6u36m2psnc3rpytggbjzexftu 323 7 latency latency NN work_q6u36m2psnc3rpytggbjzexftu 323 8 will will MD work_q6u36m2psnc3rpytggbjzexftu 323 9 increase increase VB work_q6u36m2psnc3rpytggbjzexftu 323 10 due due IN work_q6u36m2psnc3rpytggbjzexftu 323 11 to to IN work_q6u36m2psnc3rpytggbjzexftu 323 12 bandwidth bandwidth JJ work_q6u36m2psnc3rpytggbjzexftu 323 13 pressure pressure NN work_q6u36m2psnc3rpytggbjzexftu 323 14 . . . work_q6u36m2psnc3rpytggbjzexftu 324 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 324 2 discussed discuss VBN work_q6u36m2psnc3rpytggbjzexftu 324 3 previously previously RB work_q6u36m2psnc3rpytggbjzexftu 324 4 , , , work_q6u36m2psnc3rpytggbjzexftu 324 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 324 6 main main JJ work_q6u36m2psnc3rpytggbjzexftu 324 7 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 324 8 efficiency efficiency NN work_q6u36m2psnc3rpytggbjzexftu 324 9 loss loss NN work_q6u36m2psnc3rpytggbjzexftu 324 10 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 324 11 due due JJ work_q6u36m2psnc3rpytggbjzexftu 324 12 to to IN work_q6u36m2psnc3rpytggbjzexftu 324 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 324 14 synchro- synchro- NNP work_q6u36m2psnc3rpytggbjzexftu 324 15 nization nization NN work_q6u36m2psnc3rpytggbjzexftu 324 16 requirement requirement NN work_q6u36m2psnc3rpytggbjzexftu 324 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 324 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 324 19 master master NN work_q6u36m2psnc3rpytggbjzexftu 324 20 event event NN work_q6u36m2psnc3rpytggbjzexftu 324 21 loop loop NN work_q6u36m2psnc3rpytggbjzexftu 324 22 . . . work_q6u36m2psnc3rpytggbjzexftu 325 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 325 2 requirement requirement NN work_q6u36m2psnc3rpytggbjzexftu 325 3 causes cause VBZ work_q6u36m2psnc3rpytggbjzexftu 325 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 325 5 master master NN work_q6u36m2psnc3rpytggbjzexftu 325 6 server server NN work_q6u36m2psnc3rpytggbjzexftu 325 7 to to TO work_q6u36m2psnc3rpytggbjzexftu 325 8 be be VB work_q6u36m2psnc3rpytggbjzexftu 325 9 idle idle JJ work_q6u36m2psnc3rpytggbjzexftu 325 10 while while IN work_q6u36m2psnc3rpytggbjzexftu 325 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 325 12 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 325 13 are be VBP work_q6u36m2psnc3rpytggbjzexftu 325 14 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 325 15 and and CC work_q6u36m2psnc3rpytggbjzexftu 325 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 325 17 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 325 18 to to TO work_q6u36m2psnc3rpytggbjzexftu 325 19 wait wait VB work_q6u36m2psnc3rpytggbjzexftu 325 20 while while IN work_q6u36m2psnc3rpytggbjzexftu 325 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 325 22 master master NN work_q6u36m2psnc3rpytggbjzexftu 325 23 processes process VBZ work_q6u36m2psnc3rpytggbjzexftu 325 24 all all PDT work_q6u36m2psnc3rpytggbjzexftu 325 25 the the DT work_q6u36m2psnc3rpytggbjzexftu 325 26 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 325 27 . . . work_q6u36m2psnc3rpytggbjzexftu 326 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 326 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 326 3 size size NN work_q6u36m2psnc3rpytggbjzexftu 326 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 326 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 326 6 full full JJ work_q6u36m2psnc3rpytggbjzexftu 326 7 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 326 8 can can MD work_q6u36m2psnc3rpytggbjzexftu 326 9 be be VB work_q6u36m2psnc3rpytggbjzexftu 326 10 large large JJ work_q6u36m2psnc3rpytggbjzexftu 326 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 326 12 at at IN work_q6u36m2psnc3rpytggbjzexftu 326 13 least least JJS work_q6u36m2psnc3rpytggbjzexftu 326 14 > > XX work_q6u36m2psnc3rpytggbjzexftu 326 15 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 326 16 MB mb NN work_q6u36m2psnc3rpytggbjzexftu 326 17 for for IN work_q6u36m2psnc3rpytggbjzexftu 326 18 small small JJ work_q6u36m2psnc3rpytggbjzexftu 326 19 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 326 20 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 326 21 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 326 22 , , , work_q6u36m2psnc3rpytggbjzexftu 326 23 the the DT work_q6u36m2psnc3rpytggbjzexftu 326 24 network network NN work_q6u36m2psnc3rpytggbjzexftu 326 25 bandwidth bandwidth NN work_q6u36m2psnc3rpytggbjzexftu 326 26 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 326 27 quickly quickly RB work_q6u36m2psnc3rpytggbjzexftu 326 28 saturated saturate VBN work_q6u36m2psnc3rpytggbjzexftu 326 29 at at IN work_q6u36m2psnc3rpytggbjzexftu 326 30 the the DT work_q6u36m2psnc3rpytggbjzexftu 326 31 end end NN work_q6u36m2psnc3rpytggbjzexftu 326 32 of of IN work_q6u36m2psnc3rpytggbjzexftu 326 33 a a DT work_q6u36m2psnc3rpytggbjzexftu 326 34 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 326 35 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 326 36 and and CC work_q6u36m2psnc3rpytggbjzexftu 326 37 during during IN work_q6u36m2psnc3rpytggbjzexftu 326 38 the the DT work_q6u36m2psnc3rpytggbjzexftu 326 39 parameter parameter NN work_q6u36m2psnc3rpytggbjzexftu 326 40 broadcast broadcast NN work_q6u36m2psnc3rpytggbjzexftu 326 41 . . . work_q6u36m2psnc3rpytggbjzexftu 327 1 By by IN work_q6u36m2psnc3rpytggbjzexftu 327 2 changing change VBG work_q6u36m2psnc3rpytggbjzexftu 327 3 to to IN work_q6u36m2psnc3rpytggbjzexftu 327 4 an an DT work_q6u36m2psnc3rpytggbjzexftu 327 5 asynchronous asynchronous JJ work_q6u36m2psnc3rpytggbjzexftu 327 6 model model NN work_q6u36m2psnc3rpytggbjzexftu 327 7 , , , work_q6u36m2psnc3rpytggbjzexftu 327 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 327 9 master master NN work_q6u36m2psnc3rpytggbjzexftu 327 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 327 11 continuously continuously RB work_q6u36m2psnc3rpytggbjzexftu 327 12 process process VB work_q6u36m2psnc3rpytggbjzexftu 327 13 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 327 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 327 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 327 16 bandwidth bandwidth NN work_q6u36m2psnc3rpytggbjzexftu 327 17 can can MD work_q6u36m2psnc3rpytggbjzexftu 327 18 be be VB work_q6u36m2psnc3rpytggbjzexftu 327 19 maximally maximally RB work_q6u36m2psnc3rpytggbjzexftu 327 20 utilized utilize VBN work_q6u36m2psnc3rpytggbjzexftu 327 21 . . . work_q6u36m2psnc3rpytggbjzexftu 328 1 By by IN work_q6u36m2psnc3rpytggbjzexftu 328 2 communicating communicate VBG work_q6u36m2psnc3rpytggbjzexftu 328 3 partial partial JJ work_q6u36m2psnc3rpytggbjzexftu 328 4 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 328 5 , , , work_q6u36m2psnc3rpytggbjzexftu 328 6 further further JJ work_q6u36m2psnc3rpytggbjzexftu 328 7 efficiency efficiency NN work_q6u36m2psnc3rpytggbjzexftu 328 8 can can MD work_q6u36m2psnc3rpytggbjzexftu 328 9 be be VB work_q6u36m2psnc3rpytggbjzexftu 328 10 attained attain VBN work_q6u36m2psnc3rpytggbjzexftu 328 11 . . . work_q6u36m2psnc3rpytggbjzexftu 329 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 329 2 leave leave VBP work_q6u36m2psnc3rpytggbjzexftu 329 3 this this DT work_q6u36m2psnc3rpytggbjzexftu 329 4 for for IN work_q6u36m2psnc3rpytggbjzexftu 329 5 future future JJ work_q6u36m2psnc3rpytggbjzexftu 329 6 work work NN work_q6u36m2psnc3rpytggbjzexftu 329 7 . . . work_q6u36m2psnc3rpytggbjzexftu 330 1 There there EX work_q6u36m2psnc3rpytggbjzexftu 330 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 330 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 330 4 theoretical theoretical JJ work_q6u36m2psnc3rpytggbjzexftu 330 5 limit limit NN work_q6u36m2psnc3rpytggbjzexftu 330 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 330 7 500 500 CD work_q6u36m2psnc3rpytggbjzexftu 330 8 MB MB NNP work_q6u36m2psnc3rpytggbjzexftu 330 9 data data NN work_q6u36m2psnc3rpytggbjzexftu 330 10 storage storage NN work_q6u36m2psnc3rpytggbjzexftu 330 11 per per IN work_q6u36m2psnc3rpytggbjzexftu 330 12 client client NN work_q6u36m2psnc3rpytggbjzexftu 330 13 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 330 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 330 15 viable viable JJ work_q6u36m2psnc3rpytggbjzexftu 330 16 memory memory NN work_q6u36m2psnc3rpytggbjzexftu 330 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 330 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 330 19 web web NN work_q6u36m2psnc3rpytggbjzexftu 330 20 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 330 21 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 330 22 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 330 23 . . . work_q6u36m2psnc3rpytggbjzexftu 331 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 331 2 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 331 3 experience experience NN work_q6u36m2psnc3rpytggbjzexftu 331 4 , , , work_q6u36m2psnc3rpytggbjzexftu 331 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 331 6 practical practical JJ work_q6u36m2psnc3rpytggbjzexftu 331 7 limit limit NN work_q6u36m2psnc3rpytggbjzexftu 331 8 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 331 9 closer close JJR work_q6u36m2psnc3rpytggbjzexftu 331 10 to to IN work_q6u36m2psnc3rpytggbjzexftu 331 11 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 331 12 MB MB NNS work_q6u36m2psnc3rpytggbjzexftu 331 13 at at IN work_q6u36m2psnc3rpytggbjzexftu 331 14 which which WDT work_q6u36m2psnc3rpytggbjzexftu 331 15 point point NN work_q6u36m2psnc3rpytggbjzexftu 331 16 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 331 17 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 331 18 lost lose VBN work_q6u36m2psnc3rpytggbjzexftu 331 19 due due IN work_q6u36m2psnc3rpytggbjzexftu 331 20 to to IN work_q6u36m2psnc3rpytggbjzexftu 331 21 memory memory NN work_q6u36m2psnc3rpytggbjzexftu 331 22 management management NN work_q6u36m2psnc3rpytggbjzexftu 331 23 issues issue NNS work_q6u36m2psnc3rpytggbjzexftu 331 24 . . . work_q6u36m2psnc3rpytggbjzexftu 332 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 332 2 found find VBD work_q6u36m2psnc3rpytggbjzexftu 332 3 that that IN work_q6u36m2psnc3rpytggbjzexftu 332 4 1 1 CD work_q6u36m2psnc3rpytggbjzexftu 332 5 MB mb NN work_q6u36m2psnc3rpytggbjzexftu 332 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 332 7 s s NNP work_q6u36m2psnc3rpytggbjzexftu 332 8 bandwidth bandwidth NN work_q6u36m2psnc3rpytggbjzexftu 332 9 was be VBD work_q6u36m2psnc3rpytggbjzexftu 332 10 achievable achievable JJ work_q6u36m2psnc3rpytggbjzexftu 332 11 on on IN work_q6u36m2psnc3rpytggbjzexftu 332 12 a a DT work_q6u36m2psnc3rpytggbjzexftu 332 13 local local JJ work_q6u36m2psnc3rpytggbjzexftu 332 14 network network NN work_q6u36m2psnc3rpytggbjzexftu 332 15 , , , work_q6u36m2psnc3rpytggbjzexftu 332 16 which which WDT work_q6u36m2psnc3rpytggbjzexftu 332 17 meant mean VBD work_q6u36m2psnc3rpytggbjzexftu 332 18 that that IN work_q6u36m2psnc3rpytggbjzexftu 332 19 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 332 20 could could MD work_q6u36m2psnc3rpytggbjzexftu 332 21 handle handle VB work_q6u36m2psnc3rpytggbjzexftu 332 22 images image NNS work_q6u36m2psnc3rpytggbjzexftu 332 23 on on IN work_q6u36m2psnc3rpytggbjzexftu 332 24 MNIST MNIST NNP work_q6u36m2psnc3rpytggbjzexftu 332 25 and and CC work_q6u36m2psnc3rpytggbjzexftu 332 26 CIFAR-10 CIFAR-10 , work_q6u36m2psnc3rpytggbjzexftu 332 27 easily easily RB work_q6u36m2psnc3rpytggbjzexftu 332 28 , , , work_q6u36m2psnc3rpytggbjzexftu 332 29 but but CC work_q6u36m2psnc3rpytggbjzexftu 332 30 would would MD work_q6u36m2psnc3rpytggbjzexftu 332 31 stall stall VB work_q6u36m2psnc3rpytggbjzexftu 332 32 for for IN work_q6u36m2psnc3rpytggbjzexftu 332 33 larger large JJR work_q6u36m2psnc3rpytggbjzexftu 332 34 images image NNS work_q6u36m2psnc3rpytggbjzexftu 332 35 . . . work_q6u36m2psnc3rpytggbjzexftu 333 1 With with IN work_q6u36m2psnc3rpytggbjzexftu 333 2 respect respect NN work_q6u36m2psnc3rpytggbjzexftu 333 3 to to IN work_q6u36m2psnc3rpytggbjzexftu 333 4 Deep Deep NNP work_q6u36m2psnc3rpytggbjzexftu 333 5 Neural Neural NNP work_q6u36m2psnc3rpytggbjzexftu 333 6 Networks Networks NNPS work_q6u36m2psnc3rpytggbjzexftu 333 7 , , , work_q6u36m2psnc3rpytggbjzexftu 333 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 333 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 333 10 processing process VBG work_q6u36m2psnc3rpytggbjzexftu 333 11 ability ability NN work_q6u36m2psnc3rpytggbjzexftu 333 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 333 13 a a DT work_q6u36m2psnc3rpytggbjzexftu 333 14 single single JJ work_q6u36m2psnc3rpytggbjzexftu 333 15 node node NN work_q6u36m2psnc3rpytggbjzexftu 333 16 was be VBD work_q6u36m2psnc3rpytggbjzexftu 333 17 limited limit VBN work_q6u36m2psnc3rpytggbjzexftu 333 18 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 333 19 especially especially RB work_q6u36m2psnc3rpytggbjzexftu 333 20 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 333 21 one one CD work_q6u36m2psnc3rpytggbjzexftu 333 22 compared compare VBN work_q6u36m2psnc3rpytggbjzexftu 333 23 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 333 24 et et NNP work_q6u36m2psnc3rpytggbjzexftu 333 25 al al NNP work_q6u36m2psnc3rpytggbjzexftu 333 26 . . . work_q6u36m2psnc3rpytggbjzexftu 334 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 334 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 334 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 334 4 , , , work_q6u36m2psnc3rpytggbjzexftu 334 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 334 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 334 7 . . . work_q6u36m2psnc3rpytggbjzexftu 335 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 335 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 335 3 , , , work_q6u36m2psnc3rpytggbjzexftu 335 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 335 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 335 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 335 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 335 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 335 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 335 10 16/24 16/24 CD work_q6u36m2psnc3rpytggbjzexftu 335 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNP work_q6u36m2psnc3rpytggbjzexftu 335 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NN work_q6u36m2psnc3rpytggbjzexftu 335 13 to to IN work_q6u36m2psnc3rpytggbjzexftu 335 14 sophisticated sophisticated JJ work_q6u36m2psnc3rpytggbjzexftu 335 15 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 335 16 enables enable VBZ work_q6u36m2psnc3rpytggbjzexftu 335 17 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 335 18 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 335 19 Bastien Bastien NNP work_q6u36m2psnc3rpytggbjzexftu 335 20 et et FW work_q6u36m2psnc3rpytggbjzexftu 335 21 al al NNP work_q6u36m2psnc3rpytggbjzexftu 335 22 . . NNP work_q6u36m2psnc3rpytggbjzexftu 335 23 , , , work_q6u36m2psnc3rpytggbjzexftu 335 24 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 335 25 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 335 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 335 27 . . . work_q6u36m2psnc3rpytggbjzexftu 336 1 Although although IN work_q6u36m2psnc3rpytggbjzexftu 336 2 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 336 3 were be VBD work_q6u36m2psnc3rpytggbjzexftu 336 4 most most RBS work_q6u36m2psnc3rpytggbjzexftu 336 5 interested interested JJ work_q6u36m2psnc3rpytggbjzexftu 336 6 in in IN work_q6u36m2psnc3rpytggbjzexftu 336 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 336 8 scaling scaling NN work_q6u36m2psnc3rpytggbjzexftu 336 9 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 336 10 , , , work_q6u36m2psnc3rpytggbjzexftu 336 11 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 336 12 note note VBP work_q6u36m2psnc3rpytggbjzexftu 336 13 that that IN work_q6u36m2psnc3rpytggbjzexftu 336 14 naive naive JJ work_q6u36m2psnc3rpytggbjzexftu 336 15 convolution convolution NN work_q6u36m2psnc3rpytggbjzexftu 336 16 implementations implementation NNS work_q6u36m2psnc3rpytggbjzexftu 336 17 significantly significantly RB work_q6u36m2psnc3rpytggbjzexftu 336 18 slow slow VBP work_q6u36m2psnc3rpytggbjzexftu 336 19 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 336 20 . . . work_q6u36m2psnc3rpytggbjzexftu 337 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 337 2 found find VBD work_q6u36m2psnc3rpytggbjzexftu 337 3 that that IN work_q6u36m2psnc3rpytggbjzexftu 337 4 reasonable reasonable JJ work_q6u36m2psnc3rpytggbjzexftu 337 5 sized sized JJ work_q6u36m2psnc3rpytggbjzexftu 337 6 images image NNS work_q6u36m2psnc3rpytggbjzexftu 337 7 , , , work_q6u36m2psnc3rpytggbjzexftu 337 8 up up RB work_q6u36m2psnc3rpytggbjzexftu 337 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 337 10 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 337 11 × × CD work_q6u36m2psnc3rpytggbjzexftu 337 12 100 100 CD work_q6u36m2psnc3rpytggbjzexftu 337 13 × × NN work_q6u36m2psnc3rpytggbjzexftu 337 14 3 3 CD work_q6u36m2psnc3rpytggbjzexftu 337 15 pixels pixel NNS work_q6u36m2psnc3rpytggbjzexftu 337 16 , , , work_q6u36m2psnc3rpytggbjzexftu 337 17 can can MD work_q6u36m2psnc3rpytggbjzexftu 337 18 be be VB work_q6u36m2psnc3rpytggbjzexftu 337 19 processed process VBN work_q6u36m2psnc3rpytggbjzexftu 337 20 on on IN work_q6u36m2psnc3rpytggbjzexftu 337 21 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 337 22 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 337 23 in in IN work_q6u36m2psnc3rpytggbjzexftu 337 24 less less JJR work_q6u36m2psnc3rpytggbjzexftu 337 25 than than IN work_q6u36m2psnc3rpytggbjzexftu 337 26 a a DT work_q6u36m2psnc3rpytggbjzexftu 337 27 second second JJ work_q6u36m2psnc3rpytggbjzexftu 337 28 without without IN work_q6u36m2psnc3rpytggbjzexftu 337 29 convolutions convolution NNS work_q6u36m2psnc3rpytggbjzexftu 337 30 , , , work_q6u36m2psnc3rpytggbjzexftu 337 31 but but CC work_q6u36m2psnc3rpytggbjzexftu 337 32 can can MD work_q6u36m2psnc3rpytggbjzexftu 337 33 take take VB work_q6u36m2psnc3rpytggbjzexftu 337 34 several several JJ work_q6u36m2psnc3rpytggbjzexftu 337 35 seconds second NNS work_q6u36m2psnc3rpytggbjzexftu 337 36 with with IN work_q6u36m2psnc3rpytggbjzexftu 337 37 convolutions convolution NNS work_q6u36m2psnc3rpytggbjzexftu 337 38 , , , work_q6u36m2psnc3rpytggbjzexftu 337 39 limiting limit VBG work_q6u36m2psnc3rpytggbjzexftu 337 40 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 337 41 usefulness usefulness NN work_q6u36m2psnc3rpytggbjzexftu 337 42 . . . work_q6u36m2psnc3rpytggbjzexftu 338 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 338 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 338 3 future future NN work_q6u36m2psnc3rpytggbjzexftu 338 4 , , , work_q6u36m2psnc3rpytggbjzexftu 338 5 near near IN work_q6u36m2psnc3rpytggbjzexftu 338 6 native native JJ work_q6u36m2psnc3rpytggbjzexftu 338 7 or or CC work_q6u36m2psnc3rpytggbjzexftu 338 8 better well JJR work_q6u36m2psnc3rpytggbjzexftu 338 9 implementations implementation NNS work_q6u36m2psnc3rpytggbjzexftu 338 10 will will MD work_q6u36m2psnc3rpytggbjzexftu 338 11 be be VB work_q6u36m2psnc3rpytggbjzexftu 338 12 required require VBN work_q6u36m2psnc3rpytggbjzexftu 338 13 for for IN work_q6u36m2psnc3rpytggbjzexftu 338 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 338 15 convolutional convolutional JJ work_q6u36m2psnc3rpytggbjzexftu 338 16 layers layer NNS work_q6u36m2psnc3rpytggbjzexftu 338 17 . . . work_q6u36m2psnc3rpytggbjzexftu 339 1 RELATED related JJ work_q6u36m2psnc3rpytggbjzexftu 339 2 WORK work NN work_q6u36m2psnc3rpytggbjzexftu 339 3 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 339 4 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 339 5 been be VBN work_q6u36m2psnc3rpytggbjzexftu 339 6 influenced influence VBN work_q6u36m2psnc3rpytggbjzexftu 339 7 by by IN work_q6u36m2psnc3rpytggbjzexftu 339 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 339 9 several several JJ work_q6u36m2psnc3rpytggbjzexftu 339 10 different different JJ work_q6u36m2psnc3rpytggbjzexftu 339 11 technologies technology NNS work_q6u36m2psnc3rpytggbjzexftu 339 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 339 13 ideas idea NNS work_q6u36m2psnc3rpytggbjzexftu 339 14 presented present VBN work_q6u36m2psnc3rpytggbjzexftu 339 15 by by IN work_q6u36m2psnc3rpytggbjzexftu 339 16 previous previous JJ work_q6u36m2psnc3rpytggbjzexftu 339 17 authors author NNS work_q6u36m2psnc3rpytggbjzexftu 339 18 and and CC work_q6u36m2psnc3rpytggbjzexftu 339 19 from from IN work_q6u36m2psnc3rpytggbjzexftu 339 20 work work NN work_q6u36m2psnc3rpytggbjzexftu 339 21 in in IN work_q6u36m2psnc3rpytggbjzexftu 339 22 different different JJ work_q6u36m2psnc3rpytggbjzexftu 339 23 specialization specialization NN work_q6u36m2psnc3rpytggbjzexftu 339 24 areas area NNS work_q6u36m2psnc3rpytggbjzexftu 339 25 . . . work_q6u36m2psnc3rpytggbjzexftu 340 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 340 2 briefly briefly RB work_q6u36m2psnc3rpytggbjzexftu 340 3 summarize summarize VBP work_q6u36m2psnc3rpytggbjzexftu 340 4 this this DT work_q6u36m2psnc3rpytggbjzexftu 340 5 related related JJ work_q6u36m2psnc3rpytggbjzexftu 340 6 work work NN work_q6u36m2psnc3rpytggbjzexftu 340 7 below below RB work_q6u36m2psnc3rpytggbjzexftu 340 8 . . . work_q6u36m2psnc3rpytggbjzexftu 341 1 Volunteer volunteer NN work_q6u36m2psnc3rpytggbjzexftu 341 2 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 341 3 BOINC BOINC NNP work_q6u36m2psnc3rpytggbjzexftu 341 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 341 5 Anderson Anderson NNP work_q6u36m2psnc3rpytggbjzexftu 341 6 , , , work_q6u36m2psnc3rpytggbjzexftu 341 7 2004 2004 CD work_q6u36m2psnc3rpytggbjzexftu 341 8 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 341 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 341 10 an an DT work_q6u36m2psnc3rpytggbjzexftu 341 11 open open JJ work_q6u36m2psnc3rpytggbjzexftu 341 12 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 341 13 source source NN work_q6u36m2psnc3rpytggbjzexftu 341 14 software software NN work_q6u36m2psnc3rpytggbjzexftu 341 15 library library NN work_q6u36m2psnc3rpytggbjzexftu 341 16 used use VBD work_q6u36m2psnc3rpytggbjzexftu 341 17 to to TO work_q6u36m2psnc3rpytggbjzexftu 341 18 set set VB work_q6u36m2psnc3rpytggbjzexftu 341 19 up up RP work_q6u36m2psnc3rpytggbjzexftu 341 20 a a DT work_q6u36m2psnc3rpytggbjzexftu 341 21 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 341 22 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 341 23 network network NN work_q6u36m2psnc3rpytggbjzexftu 341 24 , , , work_q6u36m2psnc3rpytggbjzexftu 341 25 allowing allow VBG work_q6u36m2psnc3rpytggbjzexftu 341 26 anyone anyone NN work_q6u36m2psnc3rpytggbjzexftu 341 27 with with IN work_q6u36m2psnc3rpytggbjzexftu 341 28 a a DT work_q6u36m2psnc3rpytggbjzexftu 341 29 desktop desktop NN work_q6u36m2psnc3rpytggbjzexftu 341 30 computer computer NN work_q6u36m2psnc3rpytggbjzexftu 341 31 connected connect VBN work_q6u36m2psnc3rpytggbjzexftu 341 32 to to IN work_q6u36m2psnc3rpytggbjzexftu 341 33 the the DT work_q6u36m2psnc3rpytggbjzexftu 341 34 internet internet NN work_q6u36m2psnc3rpytggbjzexftu 341 35 to to TO work_q6u36m2psnc3rpytggbjzexftu 341 36 participate participate VB work_q6u36m2psnc3rpytggbjzexftu 341 37 in in IN work_q6u36m2psnc3rpytggbjzexftu 341 38 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 341 39 ; ; : work_q6u36m2psnc3rpytggbjzexftu 341 40 this this DT work_q6u36m2psnc3rpytggbjzexftu 341 41 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 341 42 called call VBN work_q6u36m2psnc3rpytggbjzexftu 341 43 public public JJ work_q6u36m2psnc3rpytggbjzexftu 341 44 resource resource NN work_q6u36m2psnc3rpytggbjzexftu 341 45 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 341 46 . . . work_q6u36m2psnc3rpytggbjzexftu 342 1 Public public JJ work_q6u36m2psnc3rpytggbjzexftu 342 2 resource resource NN work_q6u36m2psnc3rpytggbjzexftu 342 3 or or CC work_q6u36m2psnc3rpytggbjzexftu 342 4 volunteer volunteer NN work_q6u36m2psnc3rpytggbjzexftu 342 5 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 342 6 was be VBD work_q6u36m2psnc3rpytggbjzexftu 342 7 popularized popularize VBN work_q6u36m2psnc3rpytggbjzexftu 342 8 by by IN work_q6u36m2psnc3rpytggbjzexftu 342 9 SETI@Home SETI@Home NNP work_q6u36m2psnc3rpytggbjzexftu 342 10 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 342 11 Anderson Anderson NNP work_q6u36m2psnc3rpytggbjzexftu 342 12 et et FW work_q6u36m2psnc3rpytggbjzexftu 342 13 al al NNP work_q6u36m2psnc3rpytggbjzexftu 342 14 . . NNP work_q6u36m2psnc3rpytggbjzexftu 342 15 , , , work_q6u36m2psnc3rpytggbjzexftu 342 16 2002 2002 CD work_q6u36m2psnc3rpytggbjzexftu 342 17 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 342 18 , , , work_q6u36m2psnc3rpytggbjzexftu 342 19 a a DT work_q6u36m2psnc3rpytggbjzexftu 342 20 research research NN work_q6u36m2psnc3rpytggbjzexftu 342 21 project project NN work_q6u36m2psnc3rpytggbjzexftu 342 22 that that WDT work_q6u36m2psnc3rpytggbjzexftu 342 23 analyzes analyze VBZ work_q6u36m2psnc3rpytggbjzexftu 342 24 radio radio NN work_q6u36m2psnc3rpytggbjzexftu 342 25 signals signal NNS work_q6u36m2psnc3rpytggbjzexftu 342 26 from from IN work_q6u36m2psnc3rpytggbjzexftu 342 27 space space NN work_q6u36m2psnc3rpytggbjzexftu 342 28 in in IN work_q6u36m2psnc3rpytggbjzexftu 342 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 342 30 search search NN work_q6u36m2psnc3rpytggbjzexftu 342 31 of of IN work_q6u36m2psnc3rpytggbjzexftu 342 32 signs sign NNS work_q6u36m2psnc3rpytggbjzexftu 342 33 of of IN work_q6u36m2psnc3rpytggbjzexftu 342 34 extraterrestrial extraterrestrial JJ work_q6u36m2psnc3rpytggbjzexftu 342 35 intelligence intelligence NN work_q6u36m2psnc3rpytggbjzexftu 342 36 . . . work_q6u36m2psnc3rpytggbjzexftu 343 1 More more RBR work_q6u36m2psnc3rpytggbjzexftu 343 2 recently recently RB work_q6u36m2psnc3rpytggbjzexftu 343 3 , , , work_q6u36m2psnc3rpytggbjzexftu 343 4 protein protein NN work_q6u36m2psnc3rpytggbjzexftu 343 5 folding folding NN work_q6u36m2psnc3rpytggbjzexftu 343 6 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 343 7 emerged emerge VBN work_q6u36m2psnc3rpytggbjzexftu 343 8 as as IN work_q6u36m2psnc3rpytggbjzexftu 343 9 significant significant JJ work_q6u36m2psnc3rpytggbjzexftu 343 10 success success NN work_q6u36m2psnc3rpytggbjzexftu 343 11 story story NN work_q6u36m2psnc3rpytggbjzexftu 343 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 343 13 Lane Lane NNP work_q6u36m2psnc3rpytggbjzexftu 343 14 et et NNP work_q6u36m2psnc3rpytggbjzexftu 343 15 al al NNP work_q6u36m2psnc3rpytggbjzexftu 343 16 . . NNP work_q6u36m2psnc3rpytggbjzexftu 343 17 , , , work_q6u36m2psnc3rpytggbjzexftu 343 18 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 343 19 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 343 20 . . . work_q6u36m2psnc3rpytggbjzexftu 344 1 Hadoop Hadoop NNP work_q6u36m2psnc3rpytggbjzexftu 344 2 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 344 3 Shvachko Shvachko NNP work_q6u36m2psnc3rpytggbjzexftu 344 4 et et FW work_q6u36m2psnc3rpytggbjzexftu 344 5 al al NNP work_q6u36m2psnc3rpytggbjzexftu 344 6 . . NNP work_q6u36m2psnc3rpytggbjzexftu 344 7 , , , work_q6u36m2psnc3rpytggbjzexftu 344 8 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 344 9 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 344 10 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 344 11 an an DT work_q6u36m2psnc3rpytggbjzexftu 344 12 open open JJ work_q6u36m2psnc3rpytggbjzexftu 344 13 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 344 14 source source NN work_q6u36m2psnc3rpytggbjzexftu 344 15 software software NN work_q6u36m2psnc3rpytggbjzexftu 344 16 system system NN work_q6u36m2psnc3rpytggbjzexftu 344 17 for for IN work_q6u36m2psnc3rpytggbjzexftu 344 18 storing store VBG work_q6u36m2psnc3rpytggbjzexftu 344 19 very very RB work_q6u36m2psnc3rpytggbjzexftu 344 20 large large JJ work_q6u36m2psnc3rpytggbjzexftu 344 21 datasets dataset NNS work_q6u36m2psnc3rpytggbjzexftu 344 22 and and CC work_q6u36m2psnc3rpytggbjzexftu 344 23 executing execute VBG work_q6u36m2psnc3rpytggbjzexftu 344 24 user user NN work_q6u36m2psnc3rpytggbjzexftu 344 25 application application NN work_q6u36m2psnc3rpytggbjzexftu 344 26 tasks task NNS work_q6u36m2psnc3rpytggbjzexftu 344 27 on on IN work_q6u36m2psnc3rpytggbjzexftu 344 28 large large JJ work_q6u36m2psnc3rpytggbjzexftu 344 29 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 344 30 of of IN work_q6u36m2psnc3rpytggbjzexftu 344 31 computers computer NNS work_q6u36m2psnc3rpytggbjzexftu 344 32 . . . work_q6u36m2psnc3rpytggbjzexftu 345 1 MapReduce MapReduce NNP work_q6u36m2psnc3rpytggbjzexftu 345 2 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 345 3 Dean Dean NNP work_q6u36m2psnc3rpytggbjzexftu 345 4 & & CC work_q6u36m2psnc3rpytggbjzexftu 345 5 Ghemawat Ghemawat NNP work_q6u36m2psnc3rpytggbjzexftu 345 6 , , , work_q6u36m2psnc3rpytggbjzexftu 345 7 2008 2008 CD work_q6u36m2psnc3rpytggbjzexftu 345 8 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 345 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 345 10 a a DT work_q6u36m2psnc3rpytggbjzexftu 345 11 general general JJ work_q6u36m2psnc3rpytggbjzexftu 345 12 solution solution NN work_q6u36m2psnc3rpytggbjzexftu 345 13 for for IN work_q6u36m2psnc3rpytggbjzexftu 345 14 performing perform VBG work_q6u36m2psnc3rpytggbjzexftu 345 15 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 345 16 on on IN work_q6u36m2psnc3rpytggbjzexftu 345 17 large large JJ work_q6u36m2psnc3rpytggbjzexftu 345 18 datasets dataset NNS work_q6u36m2psnc3rpytggbjzexftu 345 19 using use VBG work_q6u36m2psnc3rpytggbjzexftu 345 20 computer computer NN work_q6u36m2psnc3rpytggbjzexftu 345 21 clusters cluster NNS work_q6u36m2psnc3rpytggbjzexftu 345 22 . . . work_q6u36m2psnc3rpytggbjzexftu 346 1 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 346 2 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 346 3 In in IN work_q6u36m2psnc3rpytggbjzexftu 346 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 346 5 Cushing Cushing NNP work_q6u36m2psnc3rpytggbjzexftu 346 6 et et NNP work_q6u36m2psnc3rpytggbjzexftu 346 7 al al NNP work_q6u36m2psnc3rpytggbjzexftu 346 8 . . NNP work_q6u36m2psnc3rpytggbjzexftu 346 9 , , , work_q6u36m2psnc3rpytggbjzexftu 346 10 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 346 11 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 346 12 a a DT work_q6u36m2psnc3rpytggbjzexftu 346 13 network network NN work_q6u36m2psnc3rpytggbjzexftu 346 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 346 15 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 346 16 web web NN work_q6u36m2psnc3rpytggbjzexftu 346 17 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 346 18 browsers browser NNS work_q6u36m2psnc3rpytggbjzexftu 346 19 called call VBD work_q6u36m2psnc3rpytggbjzexftu 346 20 WeevilScout WeevilScout NNP work_q6u36m2psnc3rpytggbjzexftu 346 21 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 346 22 used use VBN work_q6u36m2psnc3rpytggbjzexftu 346 23 for for IN work_q6u36m2psnc3rpytggbjzexftu 346 24 complex complex JJ work_q6u36m2psnc3rpytggbjzexftu 346 25 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 346 26 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 346 27 regular regular JJ work_q6u36m2psnc3rpytggbjzexftu 346 28 expression expression NN work_q6u36m2psnc3rpytggbjzexftu 346 29 matching matching NN work_q6u36m2psnc3rpytggbjzexftu 346 30 and and CC work_q6u36m2psnc3rpytggbjzexftu 346 31 binary binary JJ work_q6u36m2psnc3rpytggbjzexftu 346 32 tree tree NN work_q6u36m2psnc3rpytggbjzexftu 346 33 modifications modification NNS work_q6u36m2psnc3rpytggbjzexftu 346 34 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 346 35 using use VBG work_q6u36m2psnc3rpytggbjzexftu 346 36 a a DT work_q6u36m2psnc3rpytggbjzexftu 346 37 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 346 38 engine engine NN work_q6u36m2psnc3rpytggbjzexftu 346 39 . . . work_q6u36m2psnc3rpytggbjzexftu 347 1 It -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 347 2 uses use VBZ work_q6u36m2psnc3rpytggbjzexftu 347 3 similar similar JJ work_q6u36m2psnc3rpytggbjzexftu 347 4 technology technology NN work_q6u36m2psnc3rpytggbjzexftu 347 5 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 347 6 Web web NN work_q6u36m2psnc3rpytggbjzexftu 347 7 Workers Workers NNPS work_q6u36m2psnc3rpytggbjzexftu 347 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 347 9 Web Web NNP work_q6u36m2psnc3rpytggbjzexftu 347 10 Sockets Sockets NNPS work_q6u36m2psnc3rpytggbjzexftu 347 11 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 347 12 as as IN work_q6u36m2psnc3rpytggbjzexftu 347 13 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 348 1 ConvNetJS ConvNetJS NNP work_q6u36m2psnc3rpytggbjzexftu 348 2 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 348 3 Karpathy Karpathy NNP work_q6u36m2psnc3rpytggbjzexftu 348 4 , , , work_q6u36m2psnc3rpytggbjzexftu 348 5 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 348 6 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 348 7 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 348 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 348 9 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 348 10 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 348 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 348 12 a a DT work_q6u36m2psnc3rpytggbjzexftu 348 13 convolutional convolutional JJ work_q6u36m2psnc3rpytggbjzexftu 348 14 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 348 15 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 348 16 network network NN work_q6u36m2psnc3rpytggbjzexftu 348 17 , , , work_q6u36m2psnc3rpytggbjzexftu 348 18 developed develop VBN work_q6u36m2psnc3rpytggbjzexftu 348 19 primarily primarily RB work_q6u36m2psnc3rpytggbjzexftu 348 20 for for IN work_q6u36m2psnc3rpytggbjzexftu 348 21 educational educational JJ work_q6u36m2psnc3rpytggbjzexftu 348 22 purposes purpose NNS work_q6u36m2psnc3rpytggbjzexftu 348 23 , , , work_q6u36m2psnc3rpytggbjzexftu 348 24 which which WDT work_q6u36m2psnc3rpytggbjzexftu 348 25 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 348 26 capable capable JJ work_q6u36m2psnc3rpytggbjzexftu 348 27 of of IN work_q6u36m2psnc3rpytggbjzexftu 348 28 building build VBG work_q6u36m2psnc3rpytggbjzexftu 348 29 diverse diverse JJ work_q6u36m2psnc3rpytggbjzexftu 348 30 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 348 31 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 348 32 to to TO work_q6u36m2psnc3rpytggbjzexftu 348 33 run run VB work_q6u36m2psnc3rpytggbjzexftu 348 34 in in IN work_q6u36m2psnc3rpytggbjzexftu 348 35 a a DT work_q6u36m2psnc3rpytggbjzexftu 348 36 single single JJ work_q6u36m2psnc3rpytggbjzexftu 348 37 web web NN work_q6u36m2psnc3rpytggbjzexftu 348 38 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 348 39 and and CC work_q6u36m2psnc3rpytggbjzexftu 348 40 trained train VBD work_q6u36m2psnc3rpytggbjzexftu 348 41 using use VBG work_q6u36m2psnc3rpytggbjzexftu 348 42 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 348 43 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 348 44 descent descent NN work_q6u36m2psnc3rpytggbjzexftu 348 45 ; ; : work_q6u36m2psnc3rpytggbjzexftu 348 46 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 348 47 can can MD work_q6u36m2psnc3rpytggbjzexftu 348 48 be be VB work_q6u36m2psnc3rpytggbjzexftu 348 49 seen see VBN work_q6u36m2psnc3rpytggbjzexftu 348 50 as as IN work_q6u36m2psnc3rpytggbjzexftu 348 51 the the DT work_q6u36m2psnc3rpytggbjzexftu 348 52 non non JJ work_q6u36m2psnc3rpytggbjzexftu 348 53 - - JJ work_q6u36m2psnc3rpytggbjzexftu 348 54 distributed distributed JJ work_q6u36m2psnc3rpytggbjzexftu 348 55 predecessor predecessor NN work_q6u36m2psnc3rpytggbjzexftu 348 56 of of IN work_q6u36m2psnc3rpytggbjzexftu 348 57 MLitB. MLitB. NNP work_q6u36m2psnc3rpytggbjzexftu 349 1 Distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 349 2 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 349 3 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 349 4 The the DT work_q6u36m2psnc3rpytggbjzexftu 349 5 most most RBS work_q6u36m2psnc3rpytggbjzexftu 349 6 performant performant JJ work_q6u36m2psnc3rpytggbjzexftu 349 7 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 349 8 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 349 9 network network NN work_q6u36m2psnc3rpytggbjzexftu 349 10 models model NNS work_q6u36m2psnc3rpytggbjzexftu 349 11 are be VBP work_q6u36m2psnc3rpytggbjzexftu 349 12 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 349 13 with with IN work_q6u36m2psnc3rpytggbjzexftu 349 14 sophisticated sophisticated JJ work_q6u36m2psnc3rpytggbjzexftu 349 15 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 349 16 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 349 17 written write VBN work_q6u36m2psnc3rpytggbjzexftu 349 18 for for IN work_q6u36m2psnc3rpytggbjzexftu 349 19 GPUs gpu NNS work_q6u36m2psnc3rpytggbjzexftu 349 20 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 349 21 Bergstra Bergstra NNP work_q6u36m2psnc3rpytggbjzexftu 349 22 et et NNP work_q6u36m2psnc3rpytggbjzexftu 349 23 al al NNP work_q6u36m2psnc3rpytggbjzexftu 349 24 . . NNP work_q6u36m2psnc3rpytggbjzexftu 349 25 , , , work_q6u36m2psnc3rpytggbjzexftu 349 26 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 349 27 ; ; : work_q6u36m2psnc3rpytggbjzexftu 349 28 Jia Jia NNP work_q6u36m2psnc3rpytggbjzexftu 349 29 et et NNP work_q6u36m2psnc3rpytggbjzexftu 349 30 al al NNP work_q6u36m2psnc3rpytggbjzexftu 349 31 . . NNP work_q6u36m2psnc3rpytggbjzexftu 349 32 , , , work_q6u36m2psnc3rpytggbjzexftu 349 33 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 349 34 ; ; : work_q6u36m2psnc3rpytggbjzexftu 349 35 Collobert Collobert NNP work_q6u36m2psnc3rpytggbjzexftu 349 36 , , , work_q6u36m2psnc3rpytggbjzexftu 349 37 Kavukcuoglu Kavukcuoglu NNP work_q6u36m2psnc3rpytggbjzexftu 349 38 & & CC work_q6u36m2psnc3rpytggbjzexftu 349 39 Farabet Farabet NNP work_q6u36m2psnc3rpytggbjzexftu 349 40 , , , work_q6u36m2psnc3rpytggbjzexftu 349 41 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 349 42 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 349 43 that that WDT work_q6u36m2psnc3rpytggbjzexftu 349 44 provide provide VBP work_q6u36m2psnc3rpytggbjzexftu 349 45 orders order NNS work_q6u36m2psnc3rpytggbjzexftu 349 46 of of IN work_q6u36m2psnc3rpytggbjzexftu 349 47 magnitude magnitude NN work_q6u36m2psnc3rpytggbjzexftu 349 48 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 349 49 speed speed NN work_q6u36m2psnc3rpytggbjzexftu 349 50 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 349 51 ups up NNS work_q6u36m2psnc3rpytggbjzexftu 349 52 compared compare VBN work_q6u36m2psnc3rpytggbjzexftu 349 53 to to IN work_q6u36m2psnc3rpytggbjzexftu 349 54 CPUs cpu NNS work_q6u36m2psnc3rpytggbjzexftu 349 55 . . . work_q6u36m2psnc3rpytggbjzexftu 350 1 Each each DT work_q6u36m2psnc3rpytggbjzexftu 350 2 implements implement VBZ work_q6u36m2psnc3rpytggbjzexftu 350 3 some some DT work_q6u36m2psnc3rpytggbjzexftu 350 4 form form NN work_q6u36m2psnc3rpytggbjzexftu 350 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 350 6 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 350 7 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 350 8 descent descent NN work_q6u36m2psnc3rpytggbjzexftu 350 9 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 350 10 SGD SGD NNP work_q6u36m2psnc3rpytggbjzexftu 350 11 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 350 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 350 13 Bottou Bottou NNP work_q6u36m2psnc3rpytggbjzexftu 350 14 , , , work_q6u36m2psnc3rpytggbjzexftu 350 15 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 350 16 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 350 17 as as IN work_q6u36m2psnc3rpytggbjzexftu 350 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 350 19 training training NN work_q6u36m2psnc3rpytggbjzexftu 350 20 algorithm algorithm NN work_q6u36m2psnc3rpytggbjzexftu 350 21 . . . work_q6u36m2psnc3rpytggbjzexftu 351 1 Most Most JJS work_q6u36m2psnc3rpytggbjzexftu 351 2 implementations implementation NNS work_q6u36m2psnc3rpytggbjzexftu 351 3 are be VBP work_q6u36m2psnc3rpytggbjzexftu 351 4 limited limited JJ work_q6u36m2psnc3rpytggbjzexftu 351 5 to to IN work_q6u36m2psnc3rpytggbjzexftu 351 6 running run VBG work_q6u36m2psnc3rpytggbjzexftu 351 7 on on IN work_q6u36m2psnc3rpytggbjzexftu 351 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 351 9 cores core NNS work_q6u36m2psnc3rpytggbjzexftu 351 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 351 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 351 12 single single JJ work_q6u36m2psnc3rpytggbjzexftu 351 13 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 351 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 351 15 by by IN work_q6u36m2psnc3rpytggbjzexftu 351 16 extension extension NN work_q6u36m2psnc3rpytggbjzexftu 351 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 351 18 memory memory NN work_q6u36m2psnc3rpytggbjzexftu 351 19 limitations limitation NNS work_q6u36m2psnc3rpytggbjzexftu 351 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 351 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 351 22 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 351 23 . . . work_q6u36m2psnc3rpytggbjzexftu 352 1 Exceptionally exceptionally RB work_q6u36m2psnc3rpytggbjzexftu 352 2 , , , work_q6u36m2psnc3rpytggbjzexftu 352 3 there there EX work_q6u36m2psnc3rpytggbjzexftu 352 4 are be VBP work_q6u36m2psnc3rpytggbjzexftu 352 5 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 352 6 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 352 7 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 352 8 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 352 9 that that WDT work_q6u36m2psnc3rpytggbjzexftu 352 10 use use VBP work_q6u36m2psnc3rpytggbjzexftu 352 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 352 12 farm farm NN work_q6u36m2psnc3rpytggbjzexftu 352 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 352 14 GPUs gpu NNS work_q6u36m2psnc3rpytggbjzexftu 352 15 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 352 16 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 352 17 , , , work_q6u36m2psnc3rpytggbjzexftu 352 18 Downpour Downpour NNP work_q6u36m2psnc3rpytggbjzexftu 352 19 SGD SGD NNP work_q6u36m2psnc3rpytggbjzexftu 352 20 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 352 21 Dean Dean NNP work_q6u36m2psnc3rpytggbjzexftu 352 22 et et NNP work_q6u36m2psnc3rpytggbjzexftu 352 23 al al NNP work_q6u36m2psnc3rpytggbjzexftu 352 24 . . NNP work_q6u36m2psnc3rpytggbjzexftu 352 25 , , , work_q6u36m2psnc3rpytggbjzexftu 352 26 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 352 27 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 352 28 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 352 29 and and CC work_q6u36m2psnc3rpytggbjzexftu 352 30 farms farm NNS work_q6u36m2psnc3rpytggbjzexftu 352 31 of of IN work_q6u36m2psnc3rpytggbjzexftu 352 32 commodity commodity NN work_q6u36m2psnc3rpytggbjzexftu 352 33 servers server NNS work_q6u36m2psnc3rpytggbjzexftu 352 34 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 352 35 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 352 36 , , , work_q6u36m2psnc3rpytggbjzexftu 352 37 COTS COTS NNP work_q6u36m2psnc3rpytggbjzexftu 352 38 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 352 39 HPS HPS NNP work_q6u36m2psnc3rpytggbjzexftu 352 40 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 352 41 Coates Coates NNP work_q6u36m2psnc3rpytggbjzexftu 352 42 et et FW work_q6u36m2psnc3rpytggbjzexftu 352 43 al al NNP work_q6u36m2psnc3rpytggbjzexftu 352 44 . . NNP work_q6u36m2psnc3rpytggbjzexftu 352 45 , , , work_q6u36m2psnc3rpytggbjzexftu 352 46 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 352 47 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 352 48 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 352 49 . . . work_q6u36m2psnc3rpytggbjzexftu 353 1 Other other JJ work_q6u36m2psnc3rpytggbjzexftu 353 2 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 353 3 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 353 4 algorithm algorithm NNP work_q6u36m2psnc3rpytggbjzexftu 353 5 research research NN work_q6u36m2psnc3rpytggbjzexftu 353 6 includes include VBZ work_q6u36m2psnc3rpytggbjzexftu 353 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 353 8 parameter parameter NNP work_q6u36m2psnc3rpytggbjzexftu 353 9 server server NN work_q6u36m2psnc3rpytggbjzexftu 353 10 model model NN work_q6u36m2psnc3rpytggbjzexftu 353 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 353 12 Li Li NNP work_q6u36m2psnc3rpytggbjzexftu 353 13 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 353 14 et et NNP work_q6u36m2psnc3rpytggbjzexftu 353 15 al al NNP work_q6u36m2psnc3rpytggbjzexftu 353 16 . . . work_q6u36m2psnc3rpytggbjzexftu 354 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 354 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 354 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 354 4 , , , work_q6u36m2psnc3rpytggbjzexftu 354 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 354 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 354 7 . . . work_q6u36m2psnc3rpytggbjzexftu 355 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 355 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 355 3 , , , work_q6u36m2psnc3rpytggbjzexftu 355 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 355 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 355 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 355 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 355 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 355 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 355 10 17/24 17/24 CD work_q6u36m2psnc3rpytggbjzexftu 355 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNP work_q6u36m2psnc3rpytggbjzexftu 355 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 FW work_q6u36m2psnc3rpytggbjzexftu 355 13 et et NNP work_q6u36m2psnc3rpytggbjzexftu 355 14 al al NNP work_q6u36m2psnc3rpytggbjzexftu 355 15 . . NNP work_q6u36m2psnc3rpytggbjzexftu 355 16 , , , work_q6u36m2psnc3rpytggbjzexftu 355 17 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 355 18 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 355 19 , , , work_q6u36m2psnc3rpytggbjzexftu 355 20 parallelized parallelize VBN work_q6u36m2psnc3rpytggbjzexftu 355 21 SGD SGD NNP work_q6u36m2psnc3rpytggbjzexftu 355 22 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 355 23 Zinkevich Zinkevich NNP work_q6u36m2psnc3rpytggbjzexftu 355 24 et et NNP work_q6u36m2psnc3rpytggbjzexftu 355 25 al al NNP work_q6u36m2psnc3rpytggbjzexftu 355 26 . . NNP work_q6u36m2psnc3rpytggbjzexftu 355 27 , , , work_q6u36m2psnc3rpytggbjzexftu 355 28 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 355 29 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 355 30 , , , work_q6u36m2psnc3rpytggbjzexftu 355 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 355 32 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 355 33 SGD SGD NNP work_q6u36m2psnc3rpytggbjzexftu 355 34 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 355 35 Ahn Ahn NNP work_q6u36m2psnc3rpytggbjzexftu 355 36 , , , work_q6u36m2psnc3rpytggbjzexftu 355 37 Shahbaba Shahbaba NNP work_q6u36m2psnc3rpytggbjzexftu 355 38 & & CC work_q6u36m2psnc3rpytggbjzexftu 355 39 Welling Welling NNP work_q6u36m2psnc3rpytggbjzexftu 355 40 , , , work_q6u36m2psnc3rpytggbjzexftu 355 41 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 355 42 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 355 43 . . . work_q6u36m2psnc3rpytggbjzexftu 356 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 356 2 could could MD work_q6u36m2psnc3rpytggbjzexftu 356 3 potentially potentially RB work_q6u36m2psnc3rpytggbjzexftu 356 4 push push VB work_q6u36m2psnc3rpytggbjzexftu 356 5 commodity commodity NN work_q6u36m2psnc3rpytggbjzexftu 356 6 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 356 7 to to IN work_q6u36m2psnc3rpytggbjzexftu 356 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 356 9 extreme extreme JJ work_q6u36m2psnc3rpytggbjzexftu 356 10 using use VBG work_q6u36m2psnc3rpytggbjzexftu 356 11 pre pre VBN work_q6u36m2psnc3rpytggbjzexftu 356 12 - - JJ work_q6u36m2psnc3rpytggbjzexftu 356 13 existing existing JJ work_q6u36m2psnc3rpytggbjzexftu 356 14 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 356 15 , , , work_q6u36m2psnc3rpytggbjzexftu 356 16 some some DT work_q6u36m2psnc3rpytggbjzexftu 356 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 356 18 which which WDT work_q6u36m2psnc3rpytggbjzexftu 356 19 may may MD work_q6u36m2psnc3rpytggbjzexftu 356 20 be be VB work_q6u36m2psnc3rpytggbjzexftu 356 21 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 356 22 capable capable JJ work_q6u36m2psnc3rpytggbjzexftu 356 23 , , , work_q6u36m2psnc3rpytggbjzexftu 356 24 with with IN work_q6u36m2psnc3rpytggbjzexftu 356 25 and and CC work_q6u36m2psnc3rpytggbjzexftu 356 26 without without IN work_q6u36m2psnc3rpytggbjzexftu 356 27 an an DT work_q6u36m2psnc3rpytggbjzexftu 356 28 organization organization NN work_q6u36m2psnc3rpytggbjzexftu 356 29 ’s ’s , work_q6u36m2psnc3rpytggbjzexftu 356 30 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 356 31 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 356 32 infrastructure infrastructure NN work_q6u36m2psnc3rpytggbjzexftu 356 33 . . . work_q6u36m2psnc3rpytggbjzexftu 357 1 As as IN work_q6u36m2psnc3rpytggbjzexftu 357 2 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 357 3 discuss discuss VBP work_q6u36m2psnc3rpytggbjzexftu 357 4 below below RB work_q6u36m2psnc3rpytggbjzexftu 357 5 , , , work_q6u36m2psnc3rpytggbjzexftu 357 6 there there EX work_q6u36m2psnc3rpytggbjzexftu 357 7 are be VBP work_q6u36m2psnc3rpytggbjzexftu 357 8 still still RB work_q6u36m2psnc3rpytggbjzexftu 357 9 many many JJ work_q6u36m2psnc3rpytggbjzexftu 357 10 open open JJ work_q6u36m2psnc3rpytggbjzexftu 357 11 research research NN work_q6u36m2psnc3rpytggbjzexftu 357 12 questions question NNS work_q6u36m2psnc3rpytggbjzexftu 357 13 and and CC work_q6u36m2psnc3rpytggbjzexftu 357 14 opportunities opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 357 15 for for IN work_q6u36m2psnc3rpytggbjzexftu 357 16 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 357 17 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 357 18 algorithm algorithm NNP work_q6u36m2psnc3rpytggbjzexftu 357 19 research research NN work_q6u36m2psnc3rpytggbjzexftu 357 20 . . . work_q6u36m2psnc3rpytggbjzexftu 358 1 OPPORTUNITIES opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 358 2 AND and CC work_q6u36m2psnc3rpytggbjzexftu 358 3 CHALLENGES challenge VBN work_q6u36m2psnc3rpytggbjzexftu 358 4 In in IN work_q6u36m2psnc3rpytggbjzexftu 358 5 tandem tandem NN work_q6u36m2psnc3rpytggbjzexftu 358 6 with with IN work_q6u36m2psnc3rpytggbjzexftu 358 7 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 358 8 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 358 9 , , , work_q6u36m2psnc3rpytggbjzexftu 358 10 there there EX work_q6u36m2psnc3rpytggbjzexftu 358 11 are be VBP work_q6u36m2psnc3rpytggbjzexftu 358 12 several several JJ work_q6u36m2psnc3rpytggbjzexftu 358 13 directions direction NNS work_q6u36m2psnc3rpytggbjzexftu 358 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 358 15 next next JJ work_q6u36m2psnc3rpytggbjzexftu 358 16 version version NN work_q6u36m2psnc3rpytggbjzexftu 358 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 358 18 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 358 19 can can MD work_q6u36m2psnc3rpytggbjzexftu 358 20 take take VB work_q6u36m2psnc3rpytggbjzexftu 358 21 , , , work_q6u36m2psnc3rpytggbjzexftu 358 22 both both DT work_q6u36m2psnc3rpytggbjzexftu 358 23 in in IN work_q6u36m2psnc3rpytggbjzexftu 358 24 terms term NNS work_q6u36m2psnc3rpytggbjzexftu 358 25 of of IN work_q6u36m2psnc3rpytggbjzexftu 358 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 358 27 library library NN work_q6u36m2psnc3rpytggbjzexftu 358 28 itself -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 358 29 and and CC work_q6u36m2psnc3rpytggbjzexftu 358 30 the the DT work_q6u36m2psnc3rpytggbjzexftu 358 31 potential potential JJ work_q6u36m2psnc3rpytggbjzexftu 358 32 kinds kind NNS work_q6u36m2psnc3rpytggbjzexftu 358 33 of of IN work_q6u36m2psnc3rpytggbjzexftu 358 34 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 358 35 a a DT work_q6u36m2psnc3rpytggbjzexftu 358 36 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 358 37 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 358 38 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 358 39 like like IN work_q6u36m2psnc3rpytggbjzexftu 358 40 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 358 41 can can MD work_q6u36m2psnc3rpytggbjzexftu 358 42 offer offer VB work_q6u36m2psnc3rpytggbjzexftu 358 43 . . . work_q6u36m2psnc3rpytggbjzexftu 359 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 359 2 first first RB work_q6u36m2psnc3rpytggbjzexftu 359 3 focus focus NN work_q6u36m2psnc3rpytggbjzexftu 359 4 on on IN work_q6u36m2psnc3rpytggbjzexftu 359 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 359 6 engineering engineering NN work_q6u36m2psnc3rpytggbjzexftu 359 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 359 8 research research NN work_q6u36m2psnc3rpytggbjzexftu 359 9 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 359 10 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 359 11 have have VBP work_q6u36m2psnc3rpytggbjzexftu 359 12 discovered discover VBN work_q6u36m2psnc3rpytggbjzexftu 359 13 during during IN work_q6u36m2psnc3rpytggbjzexftu 359 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 359 15 development development NN work_q6u36m2psnc3rpytggbjzexftu 359 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 359 17 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 359 18 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 359 19 , , , work_q6u36m2psnc3rpytggbjzexftu 359 20 along along IN work_q6u36m2psnc3rpytggbjzexftu 359 21 with with IN work_q6u36m2psnc3rpytggbjzexftu 359 22 some some DT work_q6u36m2psnc3rpytggbjzexftu 359 23 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 359 24 expect expect VBP work_q6u36m2psnc3rpytggbjzexftu 359 25 as as IN work_q6u36m2psnc3rpytggbjzexftu 359 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 359 27 project project NN work_q6u36m2psnc3rpytggbjzexftu 359 28 grows grow VBZ work_q6u36m2psnc3rpytggbjzexftu 359 29 . . . work_q6u36m2psnc3rpytggbjzexftu 360 1 Second second JJ work_q6u36m2psnc3rpytggbjzexftu 360 2 , , , work_q6u36m2psnc3rpytggbjzexftu 360 3 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 360 4 look look VBP work_q6u36m2psnc3rpytggbjzexftu 360 5 at at IN work_q6u36m2psnc3rpytggbjzexftu 360 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 360 7 opportunities opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 360 8 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 360 9 provides provide VBZ work_q6u36m2psnc3rpytggbjzexftu 360 10 , , , work_q6u36m2psnc3rpytggbjzexftu 360 11 not not RB work_q6u36m2psnc3rpytggbjzexftu 360 12 only only RB work_q6u36m2psnc3rpytggbjzexftu 360 13 based base VBN work_q6u36m2psnc3rpytggbjzexftu 360 14 on on IN work_q6u36m2psnc3rpytggbjzexftu 360 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 360 16 research research NN work_q6u36m2psnc3rpytggbjzexftu 360 17 directions direction NNS work_q6u36m2psnc3rpytggbjzexftu 360 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 360 19 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 360 20 uncovered uncover VBD work_q6u36m2psnc3rpytggbjzexftu 360 21 , , , work_q6u36m2psnc3rpytggbjzexftu 360 22 but but CC work_q6u36m2psnc3rpytggbjzexftu 360 23 also also RB work_q6u36m2psnc3rpytggbjzexftu 360 24 novel novel JJ work_q6u36m2psnc3rpytggbjzexftu 360 25 application application NN work_q6u36m2psnc3rpytggbjzexftu 360 26 areas area NNS work_q6u36m2psnc3rpytggbjzexftu 360 27 that that WDT work_q6u36m2psnc3rpytggbjzexftu 360 28 are be VBP work_q6u36m2psnc3rpytggbjzexftu 360 29 perfect perfect JJ work_q6u36m2psnc3rpytggbjzexftu 360 30 fits fit NNS work_q6u36m2psnc3rpytggbjzexftu 360 31 for for IN work_q6u36m2psnc3rpytggbjzexftu 360 32 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 361 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 361 2 Section section NN work_q6u36m2psnc3rpytggbjzexftu 361 3 ‘ ' `` work_q6u36m2psnc3rpytggbjzexftu 361 4 Future Future NNP work_q6u36m2psnc3rpytggbjzexftu 361 5 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 361 6 Development development NN work_q6u36m2psnc3rpytggbjzexftu 361 7 ’ ' '' work_q6u36m2psnc3rpytggbjzexftu 361 8 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 361 9 preview preview VBP work_q6u36m2psnc3rpytggbjzexftu 361 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 361 11 next next JJ work_q6u36m2psnc3rpytggbjzexftu 361 12 concrete concrete JJ work_q6u36m2psnc3rpytggbjzexftu 361 13 steps step NNS work_q6u36m2psnc3rpytggbjzexftu 361 14 in in IN work_q6u36m2psnc3rpytggbjzexftu 361 15 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 361 16 development development NN work_q6u36m2psnc3rpytggbjzexftu 361 17 . . . work_q6u36m2psnc3rpytggbjzexftu 362 1 Challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 362 2 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 362 3 have have VBP work_q6u36m2psnc3rpytggbjzexftu 362 4 identified identify VBN work_q6u36m2psnc3rpytggbjzexftu 362 5 three three CD work_q6u36m2psnc3rpytggbjzexftu 362 6 keys key NNS work_q6u36m2psnc3rpytggbjzexftu 362 7 engineering engineering NN work_q6u36m2psnc3rpytggbjzexftu 362 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 362 9 research research NN work_q6u36m2psnc3rpytggbjzexftu 362 10 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 362 11 that that WDT work_q6u36m2psnc3rpytggbjzexftu 362 12 must must MD work_q6u36m2psnc3rpytggbjzexftu 362 13 be be VB work_q6u36m2psnc3rpytggbjzexftu 362 14 overcome overcome VBN work_q6u36m2psnc3rpytggbjzexftu 362 15 for for IN work_q6u36m2psnc3rpytggbjzexftu 362 16 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 362 17 to to TO work_q6u36m2psnc3rpytggbjzexftu 362 18 achieve achieve VB work_q6u36m2psnc3rpytggbjzexftu 362 19 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 362 20 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 362 21 of of IN work_q6u36m2psnc3rpytggbjzexftu 362 22 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 362 23 models model NNS work_q6u36m2psnc3rpytggbjzexftu 362 24 a a DT work_q6u36m2psnc3rpytggbjzexftu 362 25 global global JJ work_q6u36m2psnc3rpytggbjzexftu 362 26 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 362 27 . . . work_q6u36m2psnc3rpytggbjzexftu 363 1 Memory memory NN work_q6u36m2psnc3rpytggbjzexftu 363 2 limitations limitation NNS work_q6u36m2psnc3rpytggbjzexftu 363 3 State state NN work_q6u36m2psnc3rpytggbjzexftu 363 4 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 363 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 363 6 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 363 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 363 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 363 9 art art NN work_q6u36m2psnc3rpytggbjzexftu 363 10 Neural Neural NNP work_q6u36m2psnc3rpytggbjzexftu 363 11 Network Network NNP work_q6u36m2psnc3rpytggbjzexftu 363 12 models model NNS work_q6u36m2psnc3rpytggbjzexftu 363 13 have have VBP work_q6u36m2psnc3rpytggbjzexftu 363 14 huge huge JJ work_q6u36m2psnc3rpytggbjzexftu 363 15 numbers number NNS work_q6u36m2psnc3rpytggbjzexftu 363 16 of of IN work_q6u36m2psnc3rpytggbjzexftu 363 17 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 363 18 . . . work_q6u36m2psnc3rpytggbjzexftu 364 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 364 2 prevents prevent VBZ work_q6u36m2psnc3rpytggbjzexftu 364 3 them -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 364 4 from from IN work_q6u36m2psnc3rpytggbjzexftu 364 5 fitting fit VBG work_q6u36m2psnc3rpytggbjzexftu 364 6 onto onto IN work_q6u36m2psnc3rpytggbjzexftu 364 7 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 364 8 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 364 9 . . . work_q6u36m2psnc3rpytggbjzexftu 365 1 There there EX work_q6u36m2psnc3rpytggbjzexftu 365 2 are be VBP work_q6u36m2psnc3rpytggbjzexftu 365 3 two two CD work_q6u36m2psnc3rpytggbjzexftu 365 4 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 365 5 solutions solution NNS work_q6u36m2psnc3rpytggbjzexftu 365 6 to to IN work_q6u36m2psnc3rpytggbjzexftu 365 7 this this DT work_q6u36m2psnc3rpytggbjzexftu 365 8 problem problem NN work_q6u36m2psnc3rpytggbjzexftu 365 9 . . . work_q6u36m2psnc3rpytggbjzexftu 366 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 366 2 first first JJ work_q6u36m2psnc3rpytggbjzexftu 366 3 solution solution NN work_q6u36m2psnc3rpytggbjzexftu 366 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 366 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 366 6 learn learn VB work_q6u36m2psnc3rpytggbjzexftu 366 7 or or CC work_q6u36m2psnc3rpytggbjzexftu 366 8 use use VB work_q6u36m2psnc3rpytggbjzexftu 366 9 smaller small JJR work_q6u36m2psnc3rpytggbjzexftu 366 10 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 366 11 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 366 12 . . . work_q6u36m2psnc3rpytggbjzexftu 367 1 Smaller small JJR work_q6u36m2psnc3rpytggbjzexftu 367 2 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 367 3 models model NNS work_q6u36m2psnc3rpytggbjzexftu 367 4 have have VBP work_q6u36m2psnc3rpytggbjzexftu 367 5 shown show VBN work_q6u36m2psnc3rpytggbjzexftu 367 6 promise promise NN work_q6u36m2psnc3rpytggbjzexftu 367 7 on on IN work_q6u36m2psnc3rpytggbjzexftu 367 8 image image NN work_q6u36m2psnc3rpytggbjzexftu 367 9 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 367 10 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 367 11 , , , work_q6u36m2psnc3rpytggbjzexftu 367 12 in in IN work_q6u36m2psnc3rpytggbjzexftu 367 13 particular particular JJ work_q6u36m2psnc3rpytggbjzexftu 367 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 367 15 Network Network NNP work_q6u36m2psnc3rpytggbjzexftu 367 16 in in IN work_q6u36m2psnc3rpytggbjzexftu 367 17 Network Network NNP work_q6u36m2psnc3rpytggbjzexftu 367 18 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 367 19 Lin Lin NNP work_q6u36m2psnc3rpytggbjzexftu 367 20 , , , work_q6u36m2psnc3rpytggbjzexftu 367 21 Chen Chen NNP work_q6u36m2psnc3rpytggbjzexftu 367 22 & & CC work_q6u36m2psnc3rpytggbjzexftu 367 23 Yan Yan NNP work_q6u36m2psnc3rpytggbjzexftu 367 24 , , , work_q6u36m2psnc3rpytggbjzexftu 367 25 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 367 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 367 27 model model NN work_q6u36m2psnc3rpytggbjzexftu 367 28 from from IN work_q6u36m2psnc3rpytggbjzexftu 367 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 367 30 Caffe Caffe NNP work_q6u36m2psnc3rpytggbjzexftu 367 31 model model NN work_q6u36m2psnc3rpytggbjzexftu 367 32 zoo zoo NN work_q6u36m2psnc3rpytggbjzexftu 367 33 , , , work_q6u36m2psnc3rpytggbjzexftu 367 34 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 367 35 16 16 CD work_q6u36m2psnc3rpytggbjzexftu 367 36 MB mb NN work_q6u36m2psnc3rpytggbjzexftu 367 37 , , , work_q6u36m2psnc3rpytggbjzexftu 367 38 and and CC work_q6u36m2psnc3rpytggbjzexftu 367 39 outperforms outperform VBZ work_q6u36m2psnc3rpytggbjzexftu 367 40 AlexNet AlexNet NNP work_q6u36m2psnc3rpytggbjzexftu 367 41 which which WDT work_q6u36m2psnc3rpytggbjzexftu 367 42 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 367 43 256 256 CD work_q6u36m2psnc3rpytggbjzexftu 367 44 MB mb NN work_q6u36m2psnc3rpytggbjzexftu 367 45 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 367 46 Jia Jia NNP work_q6u36m2psnc3rpytggbjzexftu 367 47 et et NNP work_q6u36m2psnc3rpytggbjzexftu 367 48 al al NNP work_q6u36m2psnc3rpytggbjzexftu 367 49 . . NNP work_q6u36m2psnc3rpytggbjzexftu 367 50 , , , work_q6u36m2psnc3rpytggbjzexftu 367 51 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 367 52 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 367 53 . . . work_q6u36m2psnc3rpytggbjzexftu 368 1 It -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 368 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 368 3 also also RB work_q6u36m2psnc3rpytggbjzexftu 368 4 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 368 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 368 6 first first RB work_q6u36m2psnc3rpytggbjzexftu 368 7 train train VB work_q6u36m2psnc3rpytggbjzexftu 368 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 368 9 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 368 10 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 368 11 network network NN work_q6u36m2psnc3rpytggbjzexftu 368 12 then then RB work_q6u36m2psnc3rpytggbjzexftu 368 13 use use VB work_q6u36m2psnc3rpytggbjzexftu 368 14 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 368 15 to to TO work_q6u36m2psnc3rpytggbjzexftu 368 16 train train VB work_q6u36m2psnc3rpytggbjzexftu 368 17 a a DT work_q6u36m2psnc3rpytggbjzexftu 368 18 much much RB work_q6u36m2psnc3rpytggbjzexftu 368 19 smaller small JJR work_q6u36m2psnc3rpytggbjzexftu 368 20 , , , work_q6u36m2psnc3rpytggbjzexftu 368 21 shallow shallow JJ work_q6u36m2psnc3rpytggbjzexftu 368 22 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 368 23 network network NN work_q6u36m2psnc3rpytggbjzexftu 368 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 368 25 Ba Ba NNP work_q6u36m2psnc3rpytggbjzexftu 368 26 & & CC work_q6u36m2psnc3rpytggbjzexftu 368 27 Caruana Caruana NNP work_q6u36m2psnc3rpytggbjzexftu 368 28 , , , work_q6u36m2psnc3rpytggbjzexftu 368 29 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 368 30 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 368 31 . . . work_q6u36m2psnc3rpytggbjzexftu 369 1 Another another DT work_q6u36m2psnc3rpytggbjzexftu 369 2 solution solution NN work_q6u36m2psnc3rpytggbjzexftu 369 3 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 369 4 to to TO work_q6u36m2psnc3rpytggbjzexftu 369 5 distribute distribute VB work_q6u36m2psnc3rpytggbjzexftu 369 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 369 7 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 369 8 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 369 9 during during IN work_q6u36m2psnc3rpytggbjzexftu 369 10 training training NN work_q6u36m2psnc3rpytggbjzexftu 369 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 369 12 prediction prediction NN work_q6u36m2psnc3rpytggbjzexftu 369 13 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 369 14 across across IN work_q6u36m2psnc3rpytggbjzexftu 369 15 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 369 16 . . . work_q6u36m2psnc3rpytggbjzexftu 370 1 An an DT work_q6u36m2psnc3rpytggbjzexftu 370 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 370 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 370 4 this this DT work_q6u36m2psnc3rpytggbjzexftu 370 5 approach approach NN work_q6u36m2psnc3rpytggbjzexftu 370 6 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 370 7 Downpour Downpour NNP work_q6u36m2psnc3rpytggbjzexftu 370 8 SGD SGD NNP work_q6u36m2psnc3rpytggbjzexftu 370 9 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 370 10 Dean Dean NNP work_q6u36m2psnc3rpytggbjzexftu 370 11 et et NNP work_q6u36m2psnc3rpytggbjzexftu 370 12 al al NNP work_q6u36m2psnc3rpytggbjzexftu 370 13 . . NNP work_q6u36m2psnc3rpytggbjzexftu 370 14 , , , work_q6u36m2psnc3rpytggbjzexftu 370 15 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 370 16 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 370 17 . . . work_q6u36m2psnc3rpytggbjzexftu 371 1 Communication communication NN work_q6u36m2psnc3rpytggbjzexftu 371 2 overhead overhead RB work_q6u36m2psnc3rpytggbjzexftu 371 3 With with IN work_q6u36m2psnc3rpytggbjzexftu 371 4 large large JJ work_q6u36m2psnc3rpytggbjzexftu 371 5 models model NNS work_q6u36m2psnc3rpytggbjzexftu 371 6 , , , work_q6u36m2psnc3rpytggbjzexftu 371 7 large large JJ work_q6u36m2psnc3rpytggbjzexftu 371 8 of of IN work_q6u36m2psnc3rpytggbjzexftu 371 9 numbers number NNS work_q6u36m2psnc3rpytggbjzexftu 371 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 371 11 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 371 12 are be VBP work_q6u36m2psnc3rpytggbjzexftu 371 13 communicated communicate VBN work_q6u36m2psnc3rpytggbjzexftu 371 14 regularly regularly RB work_q6u36m2psnc3rpytggbjzexftu 371 15 . . . work_q6u36m2psnc3rpytggbjzexftu 372 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 372 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 372 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 372 4 similar similar JJ work_q6u36m2psnc3rpytggbjzexftu 372 5 issue issue NN work_q6u36m2psnc3rpytggbjzexftu 372 6 to to IN work_q6u36m2psnc3rpytggbjzexftu 372 7 memory memory NN work_q6u36m2psnc3rpytggbjzexftu 372 8 limitation limitation NN work_q6u36m2psnc3rpytggbjzexftu 372 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 372 10 could could MD work_q6u36m2psnc3rpytggbjzexftu 372 11 benefit benefit VB work_q6u36m2psnc3rpytggbjzexftu 372 12 from from IN work_q6u36m2psnc3rpytggbjzexftu 372 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 372 14 same same JJ work_q6u36m2psnc3rpytggbjzexftu 372 15 solutions solution NNS work_q6u36m2psnc3rpytggbjzexftu 372 16 . . . work_q6u36m2psnc3rpytggbjzexftu 373 1 However however RB work_q6u36m2psnc3rpytggbjzexftu 373 2 , , , work_q6u36m2psnc3rpytggbjzexftu 373 3 given give VBN work_q6u36m2psnc3rpytggbjzexftu 373 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 373 5 fixed fix VBN work_q6u36m2psnc3rpytggbjzexftu 373 6 bandwidth bandwidth NN work_q6u36m2psnc3rpytggbjzexftu 373 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 373 8 asynchronous asynchronous JJ work_q6u36m2psnc3rpytggbjzexftu 373 9 parameter parameter NN work_q6u36m2psnc3rpytggbjzexftu 373 10 updates update NNS work_q6u36m2psnc3rpytggbjzexftu 373 11 , , , work_q6u36m2psnc3rpytggbjzexftu 373 12 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 373 13 can can MD work_q6u36m2psnc3rpytggbjzexftu 373 14 ask ask VB work_q6u36m2psnc3rpytggbjzexftu 373 15 what what WDT work_q6u36m2psnc3rpytggbjzexftu 373 16 parameter parameter NN work_q6u36m2psnc3rpytggbjzexftu 373 17 updates update VBZ work_q6u36m2psnc3rpytggbjzexftu 373 18 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 373 19 from from IN work_q6u36m2psnc3rpytggbjzexftu 373 20 master master NN work_q6u36m2psnc3rpytggbjzexftu 373 21 to to IN work_q6u36m2psnc3rpytggbjzexftu 373 22 client client NN work_q6u36m2psnc3rpytggbjzexftu 373 23 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 373 24 and and CC work_q6u36m2psnc3rpytggbjzexftu 373 25 which which WDT work_q6u36m2psnc3rpytggbjzexftu 373 26 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 373 27 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 373 28 from from IN work_q6u36m2psnc3rpytggbjzexftu 373 29 client client NN work_q6u36m2psnc3rpytggbjzexftu 373 30 to to IN work_q6u36m2psnc3rpytggbjzexftu 373 31 master master NN work_q6u36m2psnc3rpytggbjzexftu 373 32 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 373 33 should should MD work_q6u36m2psnc3rpytggbjzexftu 373 34 be be VB work_q6u36m2psnc3rpytggbjzexftu 373 35 communicated communicate VBN work_q6u36m2psnc3rpytggbjzexftu 373 36 . . . work_q6u36m2psnc3rpytggbjzexftu 374 1 An an DT work_q6u36m2psnc3rpytggbjzexftu 374 2 algorithm algorithm NN work_q6u36m2psnc3rpytggbjzexftu 374 3 could could MD work_q6u36m2psnc3rpytggbjzexftu 374 4 transmit transmit VB work_q6u36m2psnc3rpytggbjzexftu 374 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 374 6 random random JJ work_q6u36m2psnc3rpytggbjzexftu 374 7 subset subset NN work_q6u36m2psnc3rpytggbjzexftu 374 8 of of IN work_q6u36m2psnc3rpytggbjzexftu 374 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 374 10 weight weight NN work_q6u36m2psnc3rpytggbjzexftu 374 11 gradients gradient NNS work_q6u36m2psnc3rpytggbjzexftu 374 12 , , , work_q6u36m2psnc3rpytggbjzexftu 374 13 or or CC work_q6u36m2psnc3rpytggbjzexftu 374 14 send send VB work_q6u36m2psnc3rpytggbjzexftu 374 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 374 16 most most RBS work_q6u36m2psnc3rpytggbjzexftu 374 17 informative informative JJ work_q6u36m2psnc3rpytggbjzexftu 374 18 . . . work_q6u36m2psnc3rpytggbjzexftu 375 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 375 2 other other JJ work_q6u36m2psnc3rpytggbjzexftu 375 3 words word NNS work_q6u36m2psnc3rpytggbjzexftu 375 4 , , , work_q6u36m2psnc3rpytggbjzexftu 375 5 given give VBN work_q6u36m2psnc3rpytggbjzexftu 375 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 375 7 fixed fix VBN work_q6u36m2psnc3rpytggbjzexftu 375 8 bandwidth bandwidth NN work_q6u36m2psnc3rpytggbjzexftu 375 9 budget budget NN work_q6u36m2psnc3rpytggbjzexftu 375 10 , , , work_q6u36m2psnc3rpytggbjzexftu 375 11 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 375 12 want want VBP work_q6u36m2psnc3rpytggbjzexftu 375 13 to to TO work_q6u36m2psnc3rpytggbjzexftu 375 14 maximize maximize VB work_q6u36m2psnc3rpytggbjzexftu 375 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 375 16 information information NN work_q6u36m2psnc3rpytggbjzexftu 375 17 transferred transfer VBN work_q6u36m2psnc3rpytggbjzexftu 375 18 per per IN work_q6u36m2psnc3rpytggbjzexftu 375 19 iteration iteration NN work_q6u36m2psnc3rpytggbjzexftu 375 20 . . . work_q6u36m2psnc3rpytggbjzexftu 376 1 Performance performance NN work_q6u36m2psnc3rpytggbjzexftu 376 2 efficiency efficiency NN work_q6u36m2psnc3rpytggbjzexftu 376 3 Perhaps perhaps RB work_q6u36m2psnc3rpytggbjzexftu 376 4 the the DT work_q6u36m2psnc3rpytggbjzexftu 376 5 biggest big JJS work_q6u36m2psnc3rpytggbjzexftu 376 6 argument argument NN work_q6u36m2psnc3rpytggbjzexftu 376 7 against against IN work_q6u36m2psnc3rpytggbjzexftu 376 8 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 376 9 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 376 10 with with IN work_q6u36m2psnc3rpytggbjzexftu 376 11 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 376 12 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 376 13 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 376 14 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 376 15 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 376 16 . . . work_q6u36m2psnc3rpytggbjzexftu 377 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 377 2 disagree disagree VBP work_q6u36m2psnc3rpytggbjzexftu 377 3 that that IN work_q6u36m2psnc3rpytggbjzexftu 377 4 this this DT work_q6u36m2psnc3rpytggbjzexftu 377 5 should should MD work_q6u36m2psnc3rpytggbjzexftu 377 6 prevent prevent VB work_q6u36m2psnc3rpytggbjzexftu 377 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 377 8 widespread widespread JJ work_q6u36m2psnc3rpytggbjzexftu 377 9 adoption adoption NN work_q6u36m2psnc3rpytggbjzexftu 377 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 377 11 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 377 12 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 377 13 based base VBN work_q6u36m2psnc3rpytggbjzexftu 377 14 , , , work_q6u36m2psnc3rpytggbjzexftu 377 15 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 377 16 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 377 17 because because IN work_q6u36m2psnc3rpytggbjzexftu 377 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 377 19 goal goal NN work_q6u36m2psnc3rpytggbjzexftu 377 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 377 21 several several JJ work_q6u36m2psnc3rpytggbjzexftu 377 22 groups group NNS work_q6u36m2psnc3rpytggbjzexftu 377 23 to to TO work_q6u36m2psnc3rpytggbjzexftu 377 24 achieve achieve VB work_q6u36m2psnc3rpytggbjzexftu 377 25 native native JJ work_q6u36m2psnc3rpytggbjzexftu 377 26 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 377 27 et et NNP work_q6u36m2psnc3rpytggbjzexftu 377 28 al al NNP work_q6u36m2psnc3rpytggbjzexftu 377 29 . . . work_q6u36m2psnc3rpytggbjzexftu 378 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 378 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 378 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 378 4 , , , work_q6u36m2psnc3rpytggbjzexftu 378 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 378 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 378 7 . . . work_q6u36m2psnc3rpytggbjzexftu 379 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 379 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 379 3 , , , work_q6u36m2psnc3rpytggbjzexftu 379 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 379 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 379 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 379 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 379 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 379 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 379 10 18/24 18/24 CD work_q6u36m2psnc3rpytggbjzexftu 379 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NN work_q6u36m2psnc3rpytggbjzexftu 379 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 379 13 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 379 14 in in IN work_q6u36m2psnc3rpytggbjzexftu 379 15 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 379 16 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 379 17 Chrome Chrome NNP work_q6u36m2psnc3rpytggbjzexftu 379 18 V8 V8 NNS work_q6u36m2psnc3rpytggbjzexftu 379 19 , , , work_q6u36m2psnc3rpytggbjzexftu 379 20 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 379 21 ; ; : work_q6u36m2psnc3rpytggbjzexftu 379 22 asm.js asm.js NNP work_q6u36m2psnc3rpytggbjzexftu 379 23 , , , work_q6u36m2psnc3rpytggbjzexftu 379 24 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 379 25 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 379 26 and and CC work_q6u36m2psnc3rpytggbjzexftu 379 27 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 379 28 kernels kernel NNS work_q6u36m2psnc3rpytggbjzexftu 379 29 are be VBP work_q6u36m2psnc3rpytggbjzexftu 379 30 becoming become VBG work_q6u36m2psnc3rpytggbjzexftu 379 31 part part NN work_q6u36m2psnc3rpytggbjzexftu 379 32 of of IN work_q6u36m2psnc3rpytggbjzexftu 379 33 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 379 34 web web NN work_q6u36m2psnc3rpytggbjzexftu 379 35 engines engine NNS work_q6u36m2psnc3rpytggbjzexftu 379 36 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 379 37 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 379 38 , , , work_q6u36m2psnc3rpytggbjzexftu 379 39 WebCL WebCL NNP work_q6u36m2psnc3rpytggbjzexftu 379 40 by by IN work_q6u36m2psnc3rpytggbjzexftu 379 41 Kronos Kronos NNP work_q6u36m2psnc3rpytggbjzexftu 379 42 : : : work_q6u36m2psnc3rpytggbjzexftu 379 43 www.khronos.org/webcl www.khronos.org/webcl NNP work_q6u36m2psnc3rpytggbjzexftu 379 44 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 379 45 and and CC work_q6u36m2psnc3rpytggbjzexftu 379 46 they -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 379 47 can can MD work_q6u36m2psnc3rpytggbjzexftu 379 48 be be VB work_q6u36m2psnc3rpytggbjzexftu 379 49 seamlessly seamlessly RB work_q6u36m2psnc3rpytggbjzexftu 379 50 incorporated incorporate VBN work_q6u36m2psnc3rpytggbjzexftu 379 51 into into IN work_q6u36m2psnc3rpytggbjzexftu 379 52 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 379 53 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 379 54 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 379 55 , , , work_q6u36m2psnc3rpytggbjzexftu 379 56 though though IN work_q6u36m2psnc3rpytggbjzexftu 379 57 they -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 379 58 have have VBP work_q6u36m2psnc3rpytggbjzexftu 379 59 yet yet RB work_q6u36m2psnc3rpytggbjzexftu 379 60 to to TO work_q6u36m2psnc3rpytggbjzexftu 379 61 be be VB work_q6u36m2psnc3rpytggbjzexftu 379 62 written write VBN work_q6u36m2psnc3rpytggbjzexftu 379 63 for for IN work_q6u36m2psnc3rpytggbjzexftu 379 64 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 379 65 . . . work_q6u36m2psnc3rpytggbjzexftu 380 1 Opportunities opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 380 2 Massively massively RB work_q6u36m2psnc3rpytggbjzexftu 380 3 distributed distribute VBD work_q6u36m2psnc3rpytggbjzexftu 380 4 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 380 5 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 380 6 The the DT work_q6u36m2psnc3rpytggbjzexftu 380 7 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 380 8 just just RB work_q6u36m2psnc3rpytggbjzexftu 380 9 presented present VBN work_q6u36m2psnc3rpytggbjzexftu 380 10 are be VBP work_q6u36m2psnc3rpytggbjzexftu 380 11 obvious obvious JJ work_q6u36m2psnc3rpytggbjzexftu 380 12 areas area NNS work_q6u36m2psnc3rpytggbjzexftu 380 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 380 14 future future JJ work_q6u36m2psnc3rpytggbjzexftu 380 15 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 380 16 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 380 17 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 380 18 research research NN work_q6u36m2psnc3rpytggbjzexftu 380 19 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 380 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 380 21 are be VBP work_q6u36m2psnc3rpytggbjzexftu 380 22 currently currently RB work_q6u36m2psnc3rpytggbjzexftu 380 23 being be VBG work_q6u36m2psnc3rpytggbjzexftu 380 24 developed develop VBN work_q6u36m2psnc3rpytggbjzexftu 380 25 for for IN work_q6u36m2psnc3rpytggbjzexftu 380 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 380 27 next next JJ work_q6u36m2psnc3rpytggbjzexftu 380 28 version version NN work_q6u36m2psnc3rpytggbjzexftu 380 29 of of IN work_q6u36m2psnc3rpytggbjzexftu 380 30 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 380 31 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 380 32 . . . work_q6u36m2psnc3rpytggbjzexftu 381 1 Perhaps perhaps RB work_q6u36m2psnc3rpytggbjzexftu 381 2 more more RBR work_q6u36m2psnc3rpytggbjzexftu 381 3 interesting interesting JJ work_q6u36m2psnc3rpytggbjzexftu 381 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 381 5 , , , work_q6u36m2psnc3rpytggbjzexftu 381 6 at at IN work_q6u36m2psnc3rpytggbjzexftu 381 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 381 8 higher high JJR work_q6u36m2psnc3rpytggbjzexftu 381 9 level level NN work_q6u36m2psnc3rpytggbjzexftu 381 10 , , , work_q6u36m2psnc3rpytggbjzexftu 381 11 that that IN work_q6u36m2psnc3rpytggbjzexftu 381 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 381 13 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 381 14 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 381 15 raises raise VBZ work_q6u36m2psnc3rpytggbjzexftu 381 16 novel novel JJ work_q6u36m2psnc3rpytggbjzexftu 381 17 questions question NNS work_q6u36m2psnc3rpytggbjzexftu 381 18 about about IN work_q6u36m2psnc3rpytggbjzexftu 381 19 what what WP work_q6u36m2psnc3rpytggbjzexftu 381 20 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 381 21 means mean VBZ work_q6u36m2psnc3rpytggbjzexftu 381 22 to to TO work_q6u36m2psnc3rpytggbjzexftu 381 23 train train VB work_q6u36m2psnc3rpytggbjzexftu 381 24 models model NNS work_q6u36m2psnc3rpytggbjzexftu 381 25 on on IN work_q6u36m2psnc3rpytggbjzexftu 381 26 a a DT work_q6u36m2psnc3rpytggbjzexftu 381 27 global global JJ work_q6u36m2psnc3rpytggbjzexftu 381 28 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 381 29 . . . work_q6u36m2psnc3rpytggbjzexftu 382 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 382 2 instance instance NN work_q6u36m2psnc3rpytggbjzexftu 382 3 , , , work_q6u36m2psnc3rpytggbjzexftu 382 4 what what WP work_q6u36m2psnc3rpytggbjzexftu 382 5 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 382 6 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 382 7 mean mean VB work_q6u36m2psnc3rpytggbjzexftu 382 8 for for IN work_q6u36m2psnc3rpytggbjzexftu 382 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 382 10 model model NN work_q6u36m2psnc3rpytggbjzexftu 382 11 to to TO work_q6u36m2psnc3rpytggbjzexftu 382 12 be be VB work_q6u36m2psnc3rpytggbjzexftu 382 13 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 382 14 across across IN work_q6u36m2psnc3rpytggbjzexftu 382 15 a a DT work_q6u36m2psnc3rpytggbjzexftu 382 16 global global JJ work_q6u36m2psnc3rpytggbjzexftu 382 17 internet internet NN work_q6u36m2psnc3rpytggbjzexftu 382 18 of of IN work_q6u36m2psnc3rpytggbjzexftu 382 19 heterogeneous heterogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 382 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 382 21 unreliable unreliable JJ work_q6u36m2psnc3rpytggbjzexftu 382 22 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 382 23 ? ? . work_q6u36m2psnc3rpytggbjzexftu 383 1 Is be VBZ work_q6u36m2psnc3rpytggbjzexftu 383 2 there there EX work_q6u36m2psnc3rpytggbjzexftu 383 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 383 4 single single JJ work_q6u36m2psnc3rpytggbjzexftu 383 5 model model NN work_q6u36m2psnc3rpytggbjzexftu 383 6 or or CC work_q6u36m2psnc3rpytggbjzexftu 383 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 383 8 continuum continuum NN work_q6u36m2psnc3rpytggbjzexftu 383 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 383 10 models model NNS work_q6u36m2psnc3rpytggbjzexftu 383 11 that that WDT work_q6u36m2psnc3rpytggbjzexftu 383 12 are be VBP work_q6u36m2psnc3rpytggbjzexftu 383 13 consistent consistent JJ work_q6u36m2psnc3rpytggbjzexftu 383 14 locally locally RB work_q6u36m2psnc3rpytggbjzexftu 383 15 , , , work_q6u36m2psnc3rpytggbjzexftu 383 16 but but CC work_q6u36m2psnc3rpytggbjzexftu 383 17 different different JJ work_q6u36m2psnc3rpytggbjzexftu 383 18 from from IN work_q6u36m2psnc3rpytggbjzexftu 383 19 one one CD work_q6u36m2psnc3rpytggbjzexftu 383 20 region region NN work_q6u36m2psnc3rpytggbjzexftu 383 21 to to IN work_q6u36m2psnc3rpytggbjzexftu 383 22 another another DT work_q6u36m2psnc3rpytggbjzexftu 383 23 ? ? . work_q6u36m2psnc3rpytggbjzexftu 384 1 How how WRB work_q6u36m2psnc3rpytggbjzexftu 384 2 should should MD work_q6u36m2psnc3rpytggbjzexftu 384 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 384 4 model model NN work_q6u36m2psnc3rpytggbjzexftu 384 5 adapt adapt VB work_q6u36m2psnc3rpytggbjzexftu 384 6 over over IN work_q6u36m2psnc3rpytggbjzexftu 384 7 long long JJ work_q6u36m2psnc3rpytggbjzexftu 384 8 periods period NNS work_q6u36m2psnc3rpytggbjzexftu 384 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 384 10 time time NN work_q6u36m2psnc3rpytggbjzexftu 384 11 ? ? . work_q6u36m2psnc3rpytggbjzexftu 385 1 These these DT work_q6u36m2psnc3rpytggbjzexftu 385 2 are be VBP work_q6u36m2psnc3rpytggbjzexftu 385 3 largely largely RB work_q6u36m2psnc3rpytggbjzexftu 385 4 untapped untapped JJ work_q6u36m2psnc3rpytggbjzexftu 385 5 research research NN work_q6u36m2psnc3rpytggbjzexftu 385 6 areas area NNS work_q6u36m2psnc3rpytggbjzexftu 385 7 for for IN work_q6u36m2psnc3rpytggbjzexftu 385 8 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 385 9 . . . work_q6u36m2psnc3rpytggbjzexftu 386 1 Field field NN work_q6u36m2psnc3rpytggbjzexftu 386 2 research research NN work_q6u36m2psnc3rpytggbjzexftu 386 3 Moving Moving NNP work_q6u36m2psnc3rpytggbjzexftu 386 4 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 386 5 collection collection NN work_q6u36m2psnc3rpytggbjzexftu 386 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 386 7 predictive predictive JJ work_q6u36m2psnc3rpytggbjzexftu 386 8 models model NNS work_q6u36m2psnc3rpytggbjzexftu 386 9 onto onto IN work_q6u36m2psnc3rpytggbjzexftu 386 10 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 386 11 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 386 12 makes make VBZ work_q6u36m2psnc3rpytggbjzexftu 386 13 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 386 14 easy easy JJ work_q6u36m2psnc3rpytggbjzexftu 386 15 to to TO work_q6u36m2psnc3rpytggbjzexftu 386 16 bring bring VB work_q6u36m2psnc3rpytggbjzexftu 386 17 models model NNS work_q6u36m2psnc3rpytggbjzexftu 386 18 into into IN work_q6u36m2psnc3rpytggbjzexftu 386 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 386 20 field field NN work_q6u36m2psnc3rpytggbjzexftu 386 21 . . . work_q6u36m2psnc3rpytggbjzexftu 387 1 Connecting connect VBG work_q6u36m2psnc3rpytggbjzexftu 387 2 users user NNS work_q6u36m2psnc3rpytggbjzexftu 387 3 with with IN work_q6u36m2psnc3rpytggbjzexftu 387 4 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 387 5 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 387 6 to to IN work_q6u36m2psnc3rpytggbjzexftu 387 7 powerful powerful JJ work_q6u36m2psnc3rpytggbjzexftu 387 8 NN NN NNP work_q6u36m2psnc3rpytggbjzexftu 387 9 models model NNS work_q6u36m2psnc3rpytggbjzexftu 387 10 can can MD work_q6u36m2psnc3rpytggbjzexftu 387 11 aid aid VB work_q6u36m2psnc3rpytggbjzexftu 387 12 field field NN work_q6u36m2psnc3rpytggbjzexftu 387 13 research research NN work_q6u36m2psnc3rpytggbjzexftu 387 14 by by IN work_q6u36m2psnc3rpytggbjzexftu 387 15 bringing bring VBG work_q6u36m2psnc3rpytggbjzexftu 387 16 the the DT work_q6u36m2psnc3rpytggbjzexftu 387 17 predictive predictive JJ work_q6u36m2psnc3rpytggbjzexftu 387 18 models model NNS work_q6u36m2psnc3rpytggbjzexftu 387 19 to to IN work_q6u36m2psnc3rpytggbjzexftu 387 20 the the DT work_q6u36m2psnc3rpytggbjzexftu 387 21 field field NN work_q6u36m2psnc3rpytggbjzexftu 387 22 , , , work_q6u36m2psnc3rpytggbjzexftu 387 23 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 387 24 , , , work_q6u36m2psnc3rpytggbjzexftu 387 25 for for IN work_q6u36m2psnc3rpytggbjzexftu 387 26 fast fast JJ work_q6u36m2psnc3rpytggbjzexftu 387 27 labeling labeling NN work_q6u36m2psnc3rpytggbjzexftu 387 28 and and CC work_q6u36m2psnc3rpytggbjzexftu 387 29 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 387 30 gathering gathering NN work_q6u36m2psnc3rpytggbjzexftu 387 31 . . . work_q6u36m2psnc3rpytggbjzexftu 388 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 388 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 388 3 , , , work_q6u36m2psnc3rpytggbjzexftu 388 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 388 5 pilot pilot NN work_q6u36m2psnc3rpytggbjzexftu 388 6 program program NN work_q6u36m2psnc3rpytggbjzexftu 388 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 388 8 crop crop NN work_q6u36m2psnc3rpytggbjzexftu 388 9 surveillance surveillance NN work_q6u36m2psnc3rpytggbjzexftu 388 10 in in IN work_q6u36m2psnc3rpytggbjzexftu 388 11 Uganda Uganda NNP work_q6u36m2psnc3rpytggbjzexftu 388 12 currently currently RB work_q6u36m2psnc3rpytggbjzexftu 388 13 uses use VBZ work_q6u36m2psnc3rpytggbjzexftu 388 14 bespoke bespoke NN work_q6u36m2psnc3rpytggbjzexftu 388 15 computer computer NN work_q6u36m2psnc3rpytggbjzexftu 388 16 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 388 17 models model NNS work_q6u36m2psnc3rpytggbjzexftu 388 18 for for IN work_q6u36m2psnc3rpytggbjzexftu 388 19 detecting detect VBG work_q6u36m2psnc3rpytggbjzexftu 388 20 pestilence pestilence NN work_q6u36m2psnc3rpytggbjzexftu 388 21 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 388 22 insect insect JJ work_q6u36m2psnc3rpytggbjzexftu 388 23 eggs egg NNS work_q6u36m2psnc3rpytggbjzexftu 388 24 , , , work_q6u36m2psnc3rpytggbjzexftu 388 25 leaf leaf NN work_q6u36m2psnc3rpytggbjzexftu 388 26 diseases disease NNS work_q6u36m2psnc3rpytggbjzexftu 388 27 , , , work_q6u36m2psnc3rpytggbjzexftu 388 28 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 388 29 . . . work_q6u36m2psnc3rpytggbjzexftu 388 30 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 389 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 389 2 Quinn Quinn NNP work_q6u36m2psnc3rpytggbjzexftu 389 3 , , , work_q6u36m2psnc3rpytggbjzexftu 389 4 Leyton Leyton NNP work_q6u36m2psnc3rpytggbjzexftu 389 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 389 6 Brown Brown NNP work_q6u36m2psnc3rpytggbjzexftu 389 7 & & CC work_q6u36m2psnc3rpytggbjzexftu 389 8 Mwebaze Mwebaze NNP work_q6u36m2psnc3rpytggbjzexftu 389 9 , , , work_q6u36m2psnc3rpytggbjzexftu 389 10 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 389 11 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 389 12 . . . work_q6u36m2psnc3rpytggbjzexftu 390 1 Projects project NNS work_q6u36m2psnc3rpytggbjzexftu 390 2 like like IN work_q6u36m2psnc3rpytggbjzexftu 390 3 these these DT work_q6u36m2psnc3rpytggbjzexftu 390 4 could could MD work_q6u36m2psnc3rpytggbjzexftu 390 5 leverage leverage VB work_q6u36m2psnc3rpytggbjzexftu 390 6 publicly publicly RB work_q6u36m2psnc3rpytggbjzexftu 390 7 available available JJ work_q6u36m2psnc3rpytggbjzexftu 390 8 , , , work_q6u36m2psnc3rpytggbjzexftu 390 9 state state NN work_q6u36m2psnc3rpytggbjzexftu 390 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 390 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 390 12 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 390 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 390 14 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 390 15 art art NN work_q6u36m2psnc3rpytggbjzexftu 390 16 computer computer NN work_q6u36m2psnc3rpytggbjzexftu 390 17 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 390 18 models model NNS work_q6u36m2psnc3rpytggbjzexftu 390 19 to to TO work_q6u36m2psnc3rpytggbjzexftu 390 20 bootstrap bootstrap VB work_q6u36m2psnc3rpytggbjzexftu 390 21 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 390 22 field field NN work_q6u36m2psnc3rpytggbjzexftu 390 23 research research NN work_q6u36m2psnc3rpytggbjzexftu 390 24 . . . work_q6u36m2psnc3rpytggbjzexftu 391 1 Privacy privacy NN work_q6u36m2psnc3rpytggbjzexftu 391 2 preserving preserve VBG work_q6u36m2psnc3rpytggbjzexftu 391 3 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 391 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 391 5 mobile mobile NN work_q6u36m2psnc3rpytggbjzexftu 391 6 health health NN work_q6u36m2psnc3rpytggbjzexftu 391 7 Our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 391 8 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 391 9 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 391 10 provides provide VBZ work_q6u36m2psnc3rpytggbjzexftu 391 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 391 12 natural natural JJ work_q6u36m2psnc3rpytggbjzexftu 391 13 platform platform NN work_q6u36m2psnc3rpytggbjzexftu 391 14 for for IN work_q6u36m2psnc3rpytggbjzexftu 391 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 391 16 development development NN work_q6u36m2psnc3rpytggbjzexftu 391 17 of of IN work_q6u36m2psnc3rpytggbjzexftu 391 18 real real JJ work_q6u36m2psnc3rpytggbjzexftu 391 19 privacy- privacy- NN work_q6u36m2psnc3rpytggbjzexftu 391 20 preserving preserve VBG work_q6u36m2psnc3rpytggbjzexftu 391 21 application application NN work_q6u36m2psnc3rpytggbjzexftu 391 22 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 391 23 Dwork Dwork NNP work_q6u36m2psnc3rpytggbjzexftu 391 24 , , , work_q6u36m2psnc3rpytggbjzexftu 391 25 2008 2008 CD work_q6u36m2psnc3rpytggbjzexftu 391 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 391 27 by by IN work_q6u36m2psnc3rpytggbjzexftu 391 28 naturally naturally RB work_q6u36m2psnc3rpytggbjzexftu 391 29 protecting protect VBG work_q6u36m2psnc3rpytggbjzexftu 391 30 user user NN work_q6u36m2psnc3rpytggbjzexftu 391 31 information information NN work_q6u36m2psnc3rpytggbjzexftu 391 32 contained contain VBN work_q6u36m2psnc3rpytggbjzexftu 391 33 on on IN work_q6u36m2psnc3rpytggbjzexftu 391 34 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 391 35 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 391 36 , , , work_q6u36m2psnc3rpytggbjzexftu 391 37 yet yet CC work_q6u36m2psnc3rpytggbjzexftu 391 38 allowing allow VBG work_q6u36m2psnc3rpytggbjzexftu 391 39 the the DT work_q6u36m2psnc3rpytggbjzexftu 391 40 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 391 41 to to TO work_q6u36m2psnc3rpytggbjzexftu 391 42 be be VB work_q6u36m2psnc3rpytggbjzexftu 391 43 used use VBN work_q6u36m2psnc3rpytggbjzexftu 391 44 for for IN work_q6u36m2psnc3rpytggbjzexftu 391 45 valuable valuable JJ work_q6u36m2psnc3rpytggbjzexftu 391 46 model model NN work_q6u36m2psnc3rpytggbjzexftu 391 47 development development NN work_q6u36m2psnc3rpytggbjzexftu 391 48 . . . work_q6u36m2psnc3rpytggbjzexftu 392 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 392 2 current current JJ work_q6u36m2psnc3rpytggbjzexftu 392 3 version version NN work_q6u36m2psnc3rpytggbjzexftu 392 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 392 5 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 392 6 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 392 7 not not RB work_q6u36m2psnc3rpytggbjzexftu 392 8 provide provide VB work_q6u36m2psnc3rpytggbjzexftu 392 9 privacy privacy NN work_q6u36m2psnc3rpytggbjzexftu 392 10 preserving preserve VBG work_q6u36m2psnc3rpytggbjzexftu 392 11 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 392 12 such such JJ work_q6u36m2psnc3rpytggbjzexftu 392 13 as as IN work_q6u36m2psnc3rpytggbjzexftu 392 14 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 392 15 Han Han NNP work_q6u36m2psnc3rpytggbjzexftu 392 16 et et NNP work_q6u36m2psnc3rpytggbjzexftu 392 17 al al NNP work_q6u36m2psnc3rpytggbjzexftu 392 18 . . NNP work_q6u36m2psnc3rpytggbjzexftu 392 19 , , , work_q6u36m2psnc3rpytggbjzexftu 392 20 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 392 21 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 392 22 , , , work_q6u36m2psnc3rpytggbjzexftu 392 23 but but CC work_q6u36m2psnc3rpytggbjzexftu 392 24 these these DT work_q6u36m2psnc3rpytggbjzexftu 392 25 could could MD work_q6u36m2psnc3rpytggbjzexftu 392 26 be be VB work_q6u36m2psnc3rpytggbjzexftu 392 27 easily easily RB work_q6u36m2psnc3rpytggbjzexftu 392 28 incorporated incorporate VBN work_q6u36m2psnc3rpytggbjzexftu 392 29 into into IN work_q6u36m2psnc3rpytggbjzexftu 392 30 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 393 1 It -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 393 2 would would MD work_q6u36m2psnc3rpytggbjzexftu 393 3 therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 393 4 be be VB work_q6u36m2psnc3rpytggbjzexftu 393 5 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 393 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 393 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 393 8 collection collection NN work_q6u36m2psnc3rpytggbjzexftu 393 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 393 10 personal personal JJ work_q6u36m2psnc3rpytggbjzexftu 393 11 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 393 12 to to TO work_q6u36m2psnc3rpytggbjzexftu 393 13 collaboratively collaboratively RB work_q6u36m2psnc3rpytggbjzexftu 393 14 train train VB work_q6u36m2psnc3rpytggbjzexftu 393 15 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 393 16 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 393 17 models model NNS work_q6u36m2psnc3rpytggbjzexftu 393 18 using use VBG work_q6u36m2psnc3rpytggbjzexftu 393 19 sensitive sensitive JJ work_q6u36m2psnc3rpytggbjzexftu 393 20 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 393 21 stored store VBN work_q6u36m2psnc3rpytggbjzexftu 393 22 locally locally RB work_q6u36m2psnc3rpytggbjzexftu 393 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 393 24 with with IN work_q6u36m2psnc3rpytggbjzexftu 393 25 modified modify VBN work_q6u36m2psnc3rpytggbjzexftu 393 26 training training NN work_q6u36m2psnc3rpytggbjzexftu 393 27 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 393 28 that that WDT work_q6u36m2psnc3rpytggbjzexftu 393 29 guarantee guarantee VBP work_q6u36m2psnc3rpytggbjzexftu 393 30 privacy privacy NN work_q6u36m2psnc3rpytggbjzexftu 393 31 . . . work_q6u36m2psnc3rpytggbjzexftu 394 1 One one PRP work_q6u36m2psnc3rpytggbjzexftu 394 2 could could MD work_q6u36m2psnc3rpytggbjzexftu 394 3 imagine imagine VB work_q6u36m2psnc3rpytggbjzexftu 394 4 , , , work_q6u36m2psnc3rpytggbjzexftu 394 5 for for IN work_q6u36m2psnc3rpytggbjzexftu 394 6 example example NN work_q6u36m2psnc3rpytggbjzexftu 394 7 , , , work_q6u36m2psnc3rpytggbjzexftu 394 8 using use VBG work_q6u36m2psnc3rpytggbjzexftu 394 9 privately privately RB work_q6u36m2psnc3rpytggbjzexftu 394 10 stored store VBN work_q6u36m2psnc3rpytggbjzexftu 394 11 images image NNS work_q6u36m2psnc3rpytggbjzexftu 394 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 394 13 a a DT work_q6u36m2psnc3rpytggbjzexftu 394 14 skin skin NN work_q6u36m2psnc3rpytggbjzexftu 394 15 disease disease NN work_q6u36m2psnc3rpytggbjzexftu 394 16 to to TO work_q6u36m2psnc3rpytggbjzexftu 394 17 build build VB work_q6u36m2psnc3rpytggbjzexftu 394 18 a a DT work_q6u36m2psnc3rpytggbjzexftu 394 19 classifier classifier NN work_q6u36m2psnc3rpytggbjzexftu 394 20 based base VBN work_q6u36m2psnc3rpytggbjzexftu 394 21 on on IN work_q6u36m2psnc3rpytggbjzexftu 394 22 large large JJ work_q6u36m2psnc3rpytggbjzexftu 394 23 collection collection NN work_q6u36m2psnc3rpytggbjzexftu 394 24 of of IN work_q6u36m2psnc3rpytggbjzexftu 394 25 disease disease NN work_q6u36m2psnc3rpytggbjzexftu 394 26 exemplars exemplar NNS work_q6u36m2psnc3rpytggbjzexftu 394 27 , , , work_q6u36m2psnc3rpytggbjzexftu 394 28 yet yet CC work_q6u36m2psnc3rpytggbjzexftu 394 29 with with IN work_q6u36m2psnc3rpytggbjzexftu 394 30 the the DT work_q6u36m2psnc3rpytggbjzexftu 394 31 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 394 32 always always RB work_q6u36m2psnc3rpytggbjzexftu 394 33 kept keep VBD work_q6u36m2psnc3rpytggbjzexftu 394 34 on on IN work_q6u36m2psnc3rpytggbjzexftu 394 35 each each DT work_q6u36m2psnc3rpytggbjzexftu 394 36 patient patient NN work_q6u36m2psnc3rpytggbjzexftu 394 37 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 394 38 mobile mobile JJ work_q6u36m2psnc3rpytggbjzexftu 394 39 device device NN work_q6u36m2psnc3rpytggbjzexftu 394 40 , , , work_q6u36m2psnc3rpytggbjzexftu 394 41 thus thus RB work_q6u36m2psnc3rpytggbjzexftu 394 42 never never RB work_q6u36m2psnc3rpytggbjzexftu 394 43 shared share VBN work_q6u36m2psnc3rpytggbjzexftu 394 44 , , , work_q6u36m2psnc3rpytggbjzexftu 394 45 and and CC work_q6u36m2psnc3rpytggbjzexftu 394 46 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 394 47 using use VBG work_q6u36m2psnc3rpytggbjzexftu 394 48 privacy privacy NN work_q6u36m2psnc3rpytggbjzexftu 394 49 preserving preserve VBG work_q6u36m2psnc3rpytggbjzexftu 394 50 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 394 51 . . . work_q6u36m2psnc3rpytggbjzexftu 395 1 Green green JJ work_q6u36m2psnc3rpytggbjzexftu 395 2 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 395 3 One one CD work_q6u36m2psnc3rpytggbjzexftu 395 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 395 5 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 395 6 main main JJ work_q6u36m2psnc3rpytggbjzexftu 395 7 objectives objective NNS work_q6u36m2psnc3rpytggbjzexftu 395 8 was be VBD work_q6u36m2psnc3rpytggbjzexftu 395 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 395 10 provide provide VB work_q6u36m2psnc3rpytggbjzexftu 395 11 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 395 12 , , , work_q6u36m2psnc3rpytggbjzexftu 395 13 cheap cheap JJ work_q6u36m2psnc3rpytggbjzexftu 395 14 , , , work_q6u36m2psnc3rpytggbjzexftu 395 15 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 395 16 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 395 17 capability capability NN work_q6u36m2psnc3rpytggbjzexftu 395 18 with with IN work_q6u36m2psnc3rpytggbjzexftu 395 19 MLitB. mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 396 1 Because because IN work_q6u36m2psnc3rpytggbjzexftu 396 2 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 396 3 runs run VBZ work_q6u36m2psnc3rpytggbjzexftu 396 4 with with IN work_q6u36m2psnc3rpytggbjzexftu 396 5 minimal minimal JJ work_q6u36m2psnc3rpytggbjzexftu 396 6 software software NN work_q6u36m2psnc3rpytggbjzexftu 396 7 installation installation NN work_q6u36m2psnc3rpytggbjzexftu 396 8 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 396 9 in in IN work_q6u36m2psnc3rpytggbjzexftu 396 10 most most JJS work_q6u36m2psnc3rpytggbjzexftu 396 11 cases case NNS work_q6u36m2psnc3rpytggbjzexftu 396 12 requiring require VBG work_q6u36m2psnc3rpytggbjzexftu 396 13 none none NN work_q6u36m2psnc3rpytggbjzexftu 396 14 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 396 15 , , , work_q6u36m2psnc3rpytggbjzexftu 396 16 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 396 17 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 396 18 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 396 19 to to TO work_q6u36m2psnc3rpytggbjzexftu 396 20 use use VB work_q6u36m2psnc3rpytggbjzexftu 396 21 this this DT work_q6u36m2psnc3rpytggbjzexftu 396 22 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 396 23 for for IN work_q6u36m2psnc3rpytggbjzexftu 396 24 low low JJ work_q6u36m2psnc3rpytggbjzexftu 396 25 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 396 26 power power NN work_q6u36m2psnc3rpytggbjzexftu 396 27 consumption consumption NN work_q6u36m2psnc3rpytggbjzexftu 396 28 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 396 29 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 396 30 . . . work_q6u36m2psnc3rpytggbjzexftu 397 1 By by IN work_q6u36m2psnc3rpytggbjzexftu 397 2 using use VBG work_q6u36m2psnc3rpytggbjzexftu 397 3 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 397 4 organizational organizational JJ work_q6u36m2psnc3rpytggbjzexftu 397 5 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 397 6 running run VBG work_q6u36m2psnc3rpytggbjzexftu 397 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 397 8 low low JJ work_q6u36m2psnc3rpytggbjzexftu 397 9 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 397 10 energy energy NN work_q6u36m2psnc3rpytggbjzexftu 397 11 states state NNS work_q6u36m2psnc3rpytggbjzexftu 397 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 397 13 dormant dormant JJ work_q6u36m2psnc3rpytggbjzexftu 397 14 or or CC work_q6u36m2psnc3rpytggbjzexftu 397 15 near near IN work_q6u36m2psnc3rpytggbjzexftu 397 16 dormant dormant NN work_q6u36m2psnc3rpytggbjzexftu 397 17 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 397 18 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 397 19 can can MD work_q6u36m2psnc3rpytggbjzexftu 397 20 wake wake VB work_q6u36m2psnc3rpytggbjzexftu 397 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 397 22 machines machine NNS work_q6u36m2psnc3rpytggbjzexftu 397 23 , , , work_q6u36m2psnc3rpytggbjzexftu 397 24 perform perform VB work_q6u36m2psnc3rpytggbjzexftu 397 25 some some DT work_q6u36m2psnc3rpytggbjzexftu 397 26 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 397 27 et et NNP work_q6u36m2psnc3rpytggbjzexftu 397 28 al al NNP work_q6u36m2psnc3rpytggbjzexftu 397 29 . . . work_q6u36m2psnc3rpytggbjzexftu 398 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 398 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 398 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 398 4 , , , work_q6u36m2psnc3rpytggbjzexftu 398 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 398 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 398 7 . . . work_q6u36m2psnc3rpytggbjzexftu 399 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 399 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 399 3 , , , work_q6u36m2psnc3rpytggbjzexftu 399 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 399 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 399 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 399 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 399 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 399 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 399 10 19/24 19/24 CD work_q6u36m2psnc3rpytggbjzexftu 399 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 399 12 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 13 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 14 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 15 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 16 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 17 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 18 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 19 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 20 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 21 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 22 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 23 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 24 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 25 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 26 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 27 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 28 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 29 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 30 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 31 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 32 http://www.khronos.org/webcl http://www.khronos.org/webcl ADD work_q6u36m2psnc3rpytggbjzexftu 399 33 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 399 34 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 399 35 cycles cycle NNS work_q6u36m2psnc3rpytggbjzexftu 399 36 , , , work_q6u36m2psnc3rpytggbjzexftu 399 37 and and CC work_q6u36m2psnc3rpytggbjzexftu 399 38 return return VB work_q6u36m2psnc3rpytggbjzexftu 399 39 them -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 399 40 to to IN work_q6u36m2psnc3rpytggbjzexftu 399 41 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 399 42 low low JJ work_q6u36m2psnc3rpytggbjzexftu 399 43 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 399 44 energy energy NN work_q6u36m2psnc3rpytggbjzexftu 399 45 states state NNS work_q6u36m2psnc3rpytggbjzexftu 399 46 . . . work_q6u36m2psnc3rpytggbjzexftu 400 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 400 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 400 3 in in IN work_q6u36m2psnc3rpytggbjzexftu 400 4 stark stark JJ work_q6u36m2psnc3rpytggbjzexftu 400 5 contrast contrast NN work_q6u36m2psnc3rpytggbjzexftu 400 6 to to IN work_q6u36m2psnc3rpytggbjzexftu 400 7 a a DT work_q6u36m2psnc3rpytggbjzexftu 400 8 data data NN work_q6u36m2psnc3rpytggbjzexftu 400 9 center center NN work_q6u36m2psnc3rpytggbjzexftu 400 10 approach approach NN work_q6u36m2psnc3rpytggbjzexftu 400 11 which which WDT work_q6u36m2psnc3rpytggbjzexftu 400 12 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 400 13 near near IN work_q6u36m2psnc3rpytggbjzexftu 400 14 constant constant JJ work_q6u36m2psnc3rpytggbjzexftu 400 15 , , , work_q6u36m2psnc3rpytggbjzexftu 400 16 heavy heavy JJ work_q6u36m2psnc3rpytggbjzexftu 400 17 energy energy NN work_q6u36m2psnc3rpytggbjzexftu 400 18 usage usage NN work_q6u36m2psnc3rpytggbjzexftu 400 19 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 400 20 Natural Natural NNP work_q6u36m2psnc3rpytggbjzexftu 400 21 Resources Resources NNPS work_q6u36m2psnc3rpytggbjzexftu 400 22 Defense Defense NNP work_q6u36m2psnc3rpytggbjzexftu 400 23 Council Council NNP work_q6u36m2psnc3rpytggbjzexftu 400 24 , , , work_q6u36m2psnc3rpytggbjzexftu 400 25 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 400 26 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 400 27 . . . work_q6u36m2psnc3rpytggbjzexftu 401 1 FUTURE FUTURE NNP work_q6u36m2psnc3rpytggbjzexftu 401 2 MLITB MLITB NNP work_q6u36m2psnc3rpytggbjzexftu 401 3 DEVELOPMENT development NN work_q6u36m2psnc3rpytggbjzexftu 401 4 The the DT work_q6u36m2psnc3rpytggbjzexftu 401 5 next next JJ work_q6u36m2psnc3rpytggbjzexftu 401 6 phases phase NNS work_q6u36m2psnc3rpytggbjzexftu 401 7 of of IN work_q6u36m2psnc3rpytggbjzexftu 401 8 development development NN work_q6u36m2psnc3rpytggbjzexftu 401 9 will will MD work_q6u36m2psnc3rpytggbjzexftu 401 10 focus focus VB work_q6u36m2psnc3rpytggbjzexftu 401 11 on on IN work_q6u36m2psnc3rpytggbjzexftu 401 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 401 13 following follow VBG work_q6u36m2psnc3rpytggbjzexftu 401 14 directions direction NNS work_q6u36m2psnc3rpytggbjzexftu 401 15 : : : work_q6u36m2psnc3rpytggbjzexftu 401 16 a a DT work_q6u36m2psnc3rpytggbjzexftu 401 17 visual visual JJ work_q6u36m2psnc3rpytggbjzexftu 401 18 program- program- NN work_q6u36m2psnc3rpytggbjzexftu 401 19 ming ming NNP work_q6u36m2psnc3rpytggbjzexftu 401 20 user user NN work_q6u36m2psnc3rpytggbjzexftu 401 21 interface interface NN work_q6u36m2psnc3rpytggbjzexftu 401 22 for for IN work_q6u36m2psnc3rpytggbjzexftu 401 23 model model NN work_q6u36m2psnc3rpytggbjzexftu 401 24 configuration configuration NN work_q6u36m2psnc3rpytggbjzexftu 401 25 , , , work_q6u36m2psnc3rpytggbjzexftu 401 26 development development NN work_q6u36m2psnc3rpytggbjzexftu 401 27 of of IN work_q6u36m2psnc3rpytggbjzexftu 401 28 a a DT work_q6u36m2psnc3rpytggbjzexftu 401 29 library library NN work_q6u36m2psnc3rpytggbjzexftu 401 30 of of IN work_q6u36m2psnc3rpytggbjzexftu 401 31 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 401 32 models model NNS work_q6u36m2psnc3rpytggbjzexftu 401 33 and and CC work_q6u36m2psnc3rpytggbjzexftu 401 34 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 401 35 , , , work_q6u36m2psnc3rpytggbjzexftu 401 36 development development NN work_q6u36m2psnc3rpytggbjzexftu 401 37 of of IN work_q6u36m2psnc3rpytggbjzexftu 401 38 performant performant JJ work_q6u36m2psnc3rpytggbjzexftu 401 39 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 401 40 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 401 41 in in IN work_q6u36m2psnc3rpytggbjzexftu 401 42 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 401 43 with with IN work_q6u36m2psnc3rpytggbjzexftu 401 44 and and CC work_q6u36m2psnc3rpytggbjzexftu 401 45 without without IN work_q6u36m2psnc3rpytggbjzexftu 401 46 GPUs gpu NNS work_q6u36m2psnc3rpytggbjzexftu 401 47 , , , work_q6u36m2psnc3rpytggbjzexftu 401 48 and and CC work_q6u36m2psnc3rpytggbjzexftu 401 49 model model NN work_q6u36m2psnc3rpytggbjzexftu 401 50 archiving archive VBG work_q6u36m2psnc3rpytggbjzexftu 401 51 with with IN work_q6u36m2psnc3rpytggbjzexftu 401 52 the the DT work_q6u36m2psnc3rpytggbjzexftu 401 53 development development NN work_q6u36m2psnc3rpytggbjzexftu 401 54 of of IN work_q6u36m2psnc3rpytggbjzexftu 401 55 a a DT work_q6u36m2psnc3rpytggbjzexftu 401 56 research research NN work_q6u36m2psnc3rpytggbjzexftu 401 57 closure closure NN work_q6u36m2psnc3rpytggbjzexftu 401 58 specification specification NN work_q6u36m2psnc3rpytggbjzexftu 401 59 . . . work_q6u36m2psnc3rpytggbjzexftu 402 1 Visual visual JJ work_q6u36m2psnc3rpytggbjzexftu 402 2 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 402 3 Many many JJ work_q6u36m2psnc3rpytggbjzexftu 402 4 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 402 5 models model NNS work_q6u36m2psnc3rpytggbjzexftu 402 6 are be VBP work_q6u36m2psnc3rpytggbjzexftu 402 7 constructed construct VBN work_q6u36m2psnc3rpytggbjzexftu 402 8 as as IN work_q6u36m2psnc3rpytggbjzexftu 402 9 chains chain NNS work_q6u36m2psnc3rpytggbjzexftu 402 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 402 11 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 402 12 modules module NNS work_q6u36m2psnc3rpytggbjzexftu 402 13 . . . work_q6u36m2psnc3rpytggbjzexftu 403 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 403 2 lends lend VBZ work_q6u36m2psnc3rpytggbjzexftu 403 3 itself -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 403 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 403 5 a a DT work_q6u36m2psnc3rpytggbjzexftu 403 6 visual visual JJ work_q6u36m2psnc3rpytggbjzexftu 403 7 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 403 8 paradigm paradigm NN work_q6u36m2psnc3rpytggbjzexftu 403 9 , , , work_q6u36m2psnc3rpytggbjzexftu 403 10 where where WRB work_q6u36m2psnc3rpytggbjzexftu 403 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 403 12 chains chain NNS work_q6u36m2psnc3rpytggbjzexftu 403 13 can can MD work_q6u36m2psnc3rpytggbjzexftu 403 14 be be VB work_q6u36m2psnc3rpytggbjzexftu 403 15 constructed construct VBN work_q6u36m2psnc3rpytggbjzexftu 403 16 by by IN work_q6u36m2psnc3rpytggbjzexftu 403 17 dragging drag VBG work_q6u36m2psnc3rpytggbjzexftu 403 18 and and CC work_q6u36m2psnc3rpytggbjzexftu 403 19 dropping drop VBG work_q6u36m2psnc3rpytggbjzexftu 403 20 modules module NNS work_q6u36m2psnc3rpytggbjzexftu 403 21 together together RB work_q6u36m2psnc3rpytggbjzexftu 403 22 . . . work_q6u36m2psnc3rpytggbjzexftu 404 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 404 2 way way NN work_q6u36m2psnc3rpytggbjzexftu 404 3 models model NNS work_q6u36m2psnc3rpytggbjzexftu 404 4 can can MD work_q6u36m2psnc3rpytggbjzexftu 404 5 be be VB work_q6u36m2psnc3rpytggbjzexftu 404 6 visualized visualize VBN work_q6u36m2psnc3rpytggbjzexftu 404 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 404 8 compared compare VBN work_q6u36m2psnc3rpytggbjzexftu 404 9 , , , work_q6u36m2psnc3rpytggbjzexftu 404 10 dissected dissect VBN work_q6u36m2psnc3rpytggbjzexftu 404 11 , , , work_q6u36m2psnc3rpytggbjzexftu 404 12 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 404 13 . . . work_q6u36m2psnc3rpytggbjzexftu 405 1 Algorithms Algorithms NNP work_q6u36m2psnc3rpytggbjzexftu 405 2 are be VBP work_q6u36m2psnc3rpytggbjzexftu 405 3 tightly tightly RB work_q6u36m2psnc3rpytggbjzexftu 405 4 coupled couple VBN work_q6u36m2psnc3rpytggbjzexftu 405 5 to to IN work_q6u36m2psnc3rpytggbjzexftu 405 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 405 7 model model NN work_q6u36m2psnc3rpytggbjzexftu 405 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 405 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 405 10 visual visual JJ work_q6u36m2psnc3rpytggbjzexftu 405 11 representation representation NN work_q6u36m2psnc3rpytggbjzexftu 405 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 405 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 405 14 model model NN work_q6u36m2psnc3rpytggbjzexftu 405 15 can can MD work_q6u36m2psnc3rpytggbjzexftu 405 16 allow allow VB work_q6u36m2psnc3rpytggbjzexftu 405 17 interaction interaction NN work_q6u36m2psnc3rpytggbjzexftu 405 18 with with IN work_q6u36m2psnc3rpytggbjzexftu 405 19 the the DT work_q6u36m2psnc3rpytggbjzexftu 405 20 algorithm algorithm NN work_q6u36m2psnc3rpytggbjzexftu 405 21 as as IN work_q6u36m2psnc3rpytggbjzexftu 405 22 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 405 23 proceeds proceed VBZ work_q6u36m2psnc3rpytggbjzexftu 405 24 . . . work_q6u36m2psnc3rpytggbjzexftu 406 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 406 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 406 3 , , , work_q6u36m2psnc3rpytggbjzexftu 406 4 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 406 5 rates rate NNS work_q6u36m2psnc3rpytggbjzexftu 406 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 406 7 each each DT work_q6u36m2psnc3rpytggbjzexftu 406 8 layer layer NN work_q6u36m2psnc3rpytggbjzexftu 406 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 406 10 a a DT work_q6u36m2psnc3rpytggbjzexftu 406 11 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 406 12 network network NN work_q6u36m2psnc3rpytggbjzexftu 406 13 can can MD work_q6u36m2psnc3rpytggbjzexftu 406 14 be be VB work_q6u36m2psnc3rpytggbjzexftu 406 15 adjusted adjust VBN work_q6u36m2psnc3rpytggbjzexftu 406 16 while while IN work_q6u36m2psnc3rpytggbjzexftu 406 17 monitoring monitor VBG work_q6u36m2psnc3rpytggbjzexftu 406 18 error error NN work_q6u36m2psnc3rpytggbjzexftu 406 19 rates rate NNS work_q6u36m2psnc3rpytggbjzexftu 406 20 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 406 21 even even RB work_q6u36m2psnc3rpytggbjzexftu 406 22 turned turn VBN work_q6u36m2psnc3rpytggbjzexftu 406 23 off off RP work_q6u36m2psnc3rpytggbjzexftu 406 24 for for IN work_q6u36m2psnc3rpytggbjzexftu 406 25 certain certain JJ work_q6u36m2psnc3rpytggbjzexftu 406 26 layers layer NNS work_q6u36m2psnc3rpytggbjzexftu 406 27 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 406 28 , , , work_q6u36m2psnc3rpytggbjzexftu 406 29 or or CC work_q6u36m2psnc3rpytggbjzexftu 406 30 training training NN work_q6u36m2psnc3rpytggbjzexftu 406 31 modules module NNS work_q6u36m2psnc3rpytggbjzexftu 406 32 can can MD work_q6u36m2psnc3rpytggbjzexftu 406 33 be be VB work_q6u36m2psnc3rpytggbjzexftu 406 34 added add VBN work_q6u36m2psnc3rpytggbjzexftu 406 35 to to TO work_q6u36m2psnc3rpytggbjzexftu 406 36 improve improve VB work_q6u36m2psnc3rpytggbjzexftu 406 37 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 406 38 of of IN work_q6u36m2psnc3rpytggbjzexftu 406 39 hidden hide VBN work_q6u36m2psnc3rpytggbjzexftu 406 40 layers layer NNS work_q6u36m2psnc3rpytggbjzexftu 406 41 for for IN work_q6u36m2psnc3rpytggbjzexftu 406 42 very very RB work_q6u36m2psnc3rpytggbjzexftu 406 43 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 406 44 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 406 45 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 406 46 , , , work_q6u36m2psnc3rpytggbjzexftu 406 47 as as IN work_q6u36m2psnc3rpytggbjzexftu 406 48 done do VBN work_q6u36m2psnc3rpytggbjzexftu 406 49 in in IN work_q6u36m2psnc3rpytggbjzexftu 406 50 Szegedy Szegedy NNP work_q6u36m2psnc3rpytggbjzexftu 406 51 et et NNP work_q6u36m2psnc3rpytggbjzexftu 406 52 al al NNP work_q6u36m2psnc3rpytggbjzexftu 406 53 . . . work_q6u36m2psnc3rpytggbjzexftu 407 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 407 2 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 407 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 407 4 . . . work_q6u36m2psnc3rpytggbjzexftu 408 1 With with IN work_q6u36m2psnc3rpytggbjzexftu 408 2 a a DT work_q6u36m2psnc3rpytggbjzexftu 408 3 visual visual JJ work_q6u36m2psnc3rpytggbjzexftu 408 4 UI UI NNP work_q6u36m2psnc3rpytggbjzexftu 408 5 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 408 6 would would MD work_q6u36m2psnc3rpytggbjzexftu 408 7 be be VB work_q6u36m2psnc3rpytggbjzexftu 408 8 easy easy JJ work_q6u36m2psnc3rpytggbjzexftu 408 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 408 10 pull pull VB work_q6u36m2psnc3rpytggbjzexftu 408 11 in in RP work_q6u36m2psnc3rpytggbjzexftu 408 12 other other JJ work_q6u36m2psnc3rpytggbjzexftu 408 13 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 408 14 , , , work_q6u36m2psnc3rpytggbjzexftu 408 15 pre pre JJ work_q6u36m2psnc3rpytggbjzexftu 408 16 - - JJ work_q6u36m2psnc3rpytggbjzexftu 408 17 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 408 18 models model NNS work_q6u36m2psnc3rpytggbjzexftu 408 19 , , , work_q6u36m2psnc3rpytggbjzexftu 408 20 remove remove VB work_q6u36m2psnc3rpytggbjzexftu 408 21 parts part NNS work_q6u36m2psnc3rpytggbjzexftu 408 22 , , , work_q6u36m2psnc3rpytggbjzexftu 408 23 and and CC work_q6u36m2psnc3rpytggbjzexftu 408 24 train train VB work_q6u36m2psnc3rpytggbjzexftu 408 25 on on IN work_q6u36m2psnc3rpytggbjzexftu 408 26 new new JJ work_q6u36m2psnc3rpytggbjzexftu 408 27 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 408 28 . . . work_q6u36m2psnc3rpytggbjzexftu 409 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 409 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 409 3 , , , work_q6u36m2psnc3rpytggbjzexftu 409 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 409 5 researcher researcher NN work_q6u36m2psnc3rpytggbjzexftu 409 6 could could MD work_q6u36m2psnc3rpytggbjzexftu 409 7 start start VB work_q6u36m2psnc3rpytggbjzexftu 409 8 with with IN work_q6u36m2psnc3rpytggbjzexftu 409 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 409 10 pre pre JJ work_q6u36m2psnc3rpytggbjzexftu 409 11 - - JJ work_q6u36m2psnc3rpytggbjzexftu 409 12 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 409 13 image image NN work_q6u36m2psnc3rpytggbjzexftu 409 14 classifier classifier NN work_q6u36m2psnc3rpytggbjzexftu 409 15 , , , work_q6u36m2psnc3rpytggbjzexftu 409 16 remove remove VB work_q6u36m2psnc3rpytggbjzexftu 409 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 409 18 last last JJ work_q6u36m2psnc3rpytggbjzexftu 409 19 layer layer NN work_q6u36m2psnc3rpytggbjzexftu 409 20 , , , work_q6u36m2psnc3rpytggbjzexftu 409 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 409 22 easily easily RB work_q6u36m2psnc3rpytggbjzexftu 409 23 train train VB work_q6u36m2psnc3rpytggbjzexftu 409 24 a a DT work_q6u36m2psnc3rpytggbjzexftu 409 25 new new JJ work_q6u36m2psnc3rpytggbjzexftu 409 26 image image NN work_q6u36m2psnc3rpytggbjzexftu 409 27 classifier classifier NN work_q6u36m2psnc3rpytggbjzexftu 409 28 , , , work_q6u36m2psnc3rpytggbjzexftu 409 29 taking take VBG work_q6u36m2psnc3rpytggbjzexftu 409 30 advantage advantage NN work_q6u36m2psnc3rpytggbjzexftu 409 31 of of IN work_q6u36m2psnc3rpytggbjzexftu 409 32 an an DT work_q6u36m2psnc3rpytggbjzexftu 409 33 existing existing JJ work_q6u36m2psnc3rpytggbjzexftu 409 34 , , , work_q6u36m2psnc3rpytggbjzexftu 409 35 generalized generalize VBN work_q6u36m2psnc3rpytggbjzexftu 409 36 image image NN work_q6u36m2psnc3rpytggbjzexftu 409 37 representation representation NN work_q6u36m2psnc3rpytggbjzexftu 409 38 model model NN work_q6u36m2psnc3rpytggbjzexftu 409 39 . . . work_q6u36m2psnc3rpytggbjzexftu 410 1 Machine machine NN work_q6u36m2psnc3rpytggbjzexftu 410 2 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 410 3 library library NN work_q6u36m2psnc3rpytggbjzexftu 410 4 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 410 5 currently currently RB work_q6u36m2psnc3rpytggbjzexftu 410 6 have have VBP work_q6u36m2psnc3rpytggbjzexftu 410 7 built build VBN work_q6u36m2psnc3rpytggbjzexftu 410 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 410 9 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 410 10 around around IN work_q6u36m2psnc3rpytggbjzexftu 410 11 an an DT work_q6u36m2psnc3rpytggbjzexftu 410 12 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 410 13 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 410 14 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 410 15 of of IN work_q6u36m2psnc3rpytggbjzexftu 410 16 DNNs DNNs NNP work_q6u36m2psnc3rpytggbjzexftu 410 17 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 410 18 Karpathy Karpathy NNP work_q6u36m2psnc3rpytggbjzexftu 410 19 , , , work_q6u36m2psnc3rpytggbjzexftu 410 20 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 410 21 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 410 22 . . . work_q6u36m2psnc3rpytggbjzexftu 411 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 411 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 411 3 near near JJ work_q6u36m2psnc3rpytggbjzexftu 411 4 future future NN work_q6u36m2psnc3rpytggbjzexftu 411 5 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 411 6 plan plan VBP work_q6u36m2psnc3rpytggbjzexftu 411 7 on on IN work_q6u36m2psnc3rpytggbjzexftu 411 8 implementing implement VBG work_q6u36m2psnc3rpytggbjzexftu 411 9 other other JJ work_q6u36m2psnc3rpytggbjzexftu 411 10 models model NNS work_q6u36m2psnc3rpytggbjzexftu 411 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 411 12 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 411 13 , , , work_q6u36m2psnc3rpytggbjzexftu 411 14 la- la- JJ work_q6u36m2psnc3rpytggbjzexftu 411 15 tent tent NN work_q6u36m2psnc3rpytggbjzexftu 411 16 Dirichlet Dirichlet NNP work_q6u36m2psnc3rpytggbjzexftu 411 17 allocation allocation NN work_q6u36m2psnc3rpytggbjzexftu 411 18 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 411 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 411 20 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 411 21 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 411 22 e.g. e.g. RB work_q6u36m2psnc3rpytggbjzexftu 411 23 , , , work_q6u36m2psnc3rpytggbjzexftu 411 24 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 411 25 MCMC MCMC NNP work_q6u36m2psnc3rpytggbjzexftu 411 26 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 411 27 Ahn Ahn NNP work_q6u36m2psnc3rpytggbjzexftu 411 28 , , , work_q6u36m2psnc3rpytggbjzexftu 411 29 Shahbaba Shahbaba NNP work_q6u36m2psnc3rpytggbjzexftu 411 30 & & CC work_q6u36m2psnc3rpytggbjzexftu 411 31 Welling Welling NNP work_q6u36m2psnc3rpytggbjzexftu 411 32 , , , work_q6u36m2psnc3rpytggbjzexftu 411 33 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 411 34 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 411 35 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 411 36 . . . work_q6u36m2psnc3rpytggbjzexftu 412 1 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 412 2 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 412 3 agnostic agnostic JJ work_q6u36m2psnc3rpytggbjzexftu 412 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 412 5 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 412 6 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 412 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 412 8 therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 412 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 412 10 a a DT work_q6u36m2psnc3rpytggbjzexftu 412 11 great great JJ work_q6u36m2psnc3rpytggbjzexftu 412 12 platform platform NN work_q6u36m2psnc3rpytggbjzexftu 412 13 for for IN work_q6u36m2psnc3rpytggbjzexftu 412 14 researching research VBG work_q6u36m2psnc3rpytggbjzexftu 412 15 novel novel JJ work_q6u36m2psnc3rpytggbjzexftu 412 16 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 412 17 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 412 18 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 412 19 . . . work_q6u36m2psnc3rpytggbjzexftu 413 1 To to TO work_q6u36m2psnc3rpytggbjzexftu 413 2 do do VB work_q6u36m2psnc3rpytggbjzexftu 413 3 this this DT work_q6u36m2psnc3rpytggbjzexftu 413 4 , , , work_q6u36m2psnc3rpytggbjzexftu 413 5 however however RB work_q6u36m2psnc3rpytggbjzexftu 413 6 , , , work_q6u36m2psnc3rpytggbjzexftu 413 7 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 413 8 will will MD work_q6u36m2psnc3rpytggbjzexftu 413 9 need need VB work_q6u36m2psnc3rpytggbjzexftu 413 10 to to TO work_q6u36m2psnc3rpytggbjzexftu 413 11 completely completely RB work_q6u36m2psnc3rpytggbjzexftu 413 12 separate separate JJ work_q6u36m2psnc3rpytggbjzexftu 413 13 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 413 14 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 413 15 model model NN work_q6u36m2psnc3rpytggbjzexftu 413 16 components component NNS work_q6u36m2psnc3rpytggbjzexftu 413 17 from from IN work_q6u36m2psnc3rpytggbjzexftu 413 18 the the DT work_q6u36m2psnc3rpytggbjzexftu 413 19 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 413 20 network network NN work_q6u36m2psnc3rpytggbjzexftu 413 21 . . . work_q6u36m2psnc3rpytggbjzexftu 414 1 At at IN work_q6u36m2psnc3rpytggbjzexftu 414 2 the the DT work_q6u36m2psnc3rpytggbjzexftu 414 3 moment moment NN work_q6u36m2psnc3rpytggbjzexftu 414 4 , , , work_q6u36m2psnc3rpytggbjzexftu 414 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 414 6 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 414 7 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 414 8 closely closely RB work_q6u36m2psnc3rpytggbjzexftu 414 9 tied tie VBN work_q6u36m2psnc3rpytggbjzexftu 414 10 to to IN work_q6u36m2psnc3rpytggbjzexftu 414 11 its -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 414 12 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 414 13 network network NN work_q6u36m2psnc3rpytggbjzexftu 414 14 use use NN work_q6u36m2psnc3rpytggbjzexftu 414 15 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 414 16 case case NN work_q6u36m2psnc3rpytggbjzexftu 414 17 . . . work_q6u36m2psnc3rpytggbjzexftu 415 1 Once once RB work_q6u36m2psnc3rpytggbjzexftu 415 2 separated separate VBN work_q6u36m2psnc3rpytggbjzexftu 415 3 , , , work_q6u36m2psnc3rpytggbjzexftu 415 4 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 415 5 will will MD work_q6u36m2psnc3rpytggbjzexftu 415 6 be be VB work_q6u36m2psnc3rpytggbjzexftu 415 7 possible possible JJ work_q6u36m2psnc3rpytggbjzexftu 415 8 for for IN work_q6u36m2psnc3rpytggbjzexftu 415 9 external external JJ work_q6u36m2psnc3rpytggbjzexftu 415 10 modules module NNS work_q6u36m2psnc3rpytggbjzexftu 415 11 to to TO work_q6u36m2psnc3rpytggbjzexftu 415 12 be be VB work_q6u36m2psnc3rpytggbjzexftu 415 13 added add VBN work_q6u36m2psnc3rpytggbjzexftu 415 14 by by IN work_q6u36m2psnc3rpytggbjzexftu 415 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 415 16 open open JJ work_q6u36m2psnc3rpytggbjzexftu 415 17 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 415 18 source source NN work_q6u36m2psnc3rpytggbjzexftu 415 19 community community NN work_q6u36m2psnc3rpytggbjzexftu 415 20 . . . work_q6u36m2psnc3rpytggbjzexftu 416 1 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 416 2 implementations implementation VBZ work_q6u36m2psnc3rpytggbjzexftu 416 3 Implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 416 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 416 5 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 416 6 kernels kernel NNS work_q6u36m2psnc3rpytggbjzexftu 416 7 can can MD work_q6u36m2psnc3rpytggbjzexftu 416 8 bring bring VB work_q6u36m2psnc3rpytggbjzexftu 416 9 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 416 10 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 416 11 up up RP work_q6u36m2psnc3rpytggbjzexftu 416 12 to to IN work_q6u36m2psnc3rpytggbjzexftu 416 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 416 14 level level NN work_q6u36m2psnc3rpytggbjzexftu 416 15 of of IN work_q6u36m2psnc3rpytggbjzexftu 416 16 current current JJ work_q6u36m2psnc3rpytggbjzexftu 416 17 state state NN work_q6u36m2psnc3rpytggbjzexftu 416 18 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 416 19 of of IN work_q6u36m2psnc3rpytggbjzexftu 416 20 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 416 21 the the DT work_q6u36m2psnc3rpytggbjzexftu 416 22 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 416 23 art art NN work_q6u36m2psnc3rpytggbjzexftu 416 24 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 416 25 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 416 26 such such JJ work_q6u36m2psnc3rpytggbjzexftu 416 27 as as IN work_q6u36m2psnc3rpytggbjzexftu 416 28 Theano Theano NNP work_q6u36m2psnc3rpytggbjzexftu 416 29 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 416 30 Bergstra Bergstra NNP work_q6u36m2psnc3rpytggbjzexftu 416 31 et et NNP work_q6u36m2psnc3rpytggbjzexftu 416 32 al al NNP work_q6u36m2psnc3rpytggbjzexftu 416 33 . . NNP work_q6u36m2psnc3rpytggbjzexftu 416 34 , , , work_q6u36m2psnc3rpytggbjzexftu 416 35 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 416 36 ; ; : work_q6u36m2psnc3rpytggbjzexftu 416 37 Bastien Bastien NNP work_q6u36m2psnc3rpytggbjzexftu 416 38 et et NNP work_q6u36m2psnc3rpytggbjzexftu 416 39 al al NNP work_q6u36m2psnc3rpytggbjzexftu 416 40 . . NNP work_q6u36m2psnc3rpytggbjzexftu 416 41 , , , work_q6u36m2psnc3rpytggbjzexftu 416 42 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 416 43 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 416 44 and and CC work_q6u36m2psnc3rpytggbjzexftu 416 45 Caffe Caffe NNP work_q6u36m2psnc3rpytggbjzexftu 416 46 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 416 47 Jia Jia NNP work_q6u36m2psnc3rpytggbjzexftu 416 48 et et NNP work_q6u36m2psnc3rpytggbjzexftu 416 49 al al NNP work_q6u36m2psnc3rpytggbjzexftu 416 50 . . NNP work_q6u36m2psnc3rpytggbjzexftu 416 51 , , , work_q6u36m2psnc3rpytggbjzexftu 416 52 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 416 53 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 416 54 , , , work_q6u36m2psnc3rpytggbjzexftu 416 55 while while IN work_q6u36m2psnc3rpytggbjzexftu 416 56 retaining retain VBG work_q6u36m2psnc3rpytggbjzexftu 416 57 the the DT work_q6u36m2psnc3rpytggbjzexftu 416 58 advantages advantage NNS work_q6u36m2psnc3rpytggbjzexftu 416 59 of of IN work_q6u36m2psnc3rpytggbjzexftu 416 60 using use VBG work_q6u36m2psnc3rpytggbjzexftu 416 61 heterogeneous heterogeneous JJ work_q6u36m2psnc3rpytggbjzexftu 416 62 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 416 63 . . . work_q6u36m2psnc3rpytggbjzexftu 417 1 For for IN work_q6u36m2psnc3rpytggbjzexftu 417 2 example example NN work_q6u36m2psnc3rpytggbjzexftu 417 3 , , , work_q6u36m2psnc3rpytggbjzexftu 417 4 balancing balance VBG work_q6u36m2psnc3rpytggbjzexftu 417 5 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 417 6 loads load NNS work_q6u36m2psnc3rpytggbjzexftu 417 7 during during IN work_q6u36m2psnc3rpytggbjzexftu 417 8 training training NN work_q6u36m2psnc3rpytggbjzexftu 417 9 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 417 10 very very RB work_q6u36m2psnc3rpytggbjzexftu 417 11 simple simple JJ work_q6u36m2psnc3rpytggbjzexftu 417 12 in in IN work_q6u36m2psnc3rpytggbjzexftu 417 13 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 417 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 417 15 any any DT work_q6u36m2psnc3rpytggbjzexftu 417 16 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 417 17 algorithm algorithm NN work_q6u36m2psnc3rpytggbjzexftu 417 18 can can MD work_q6u36m2psnc3rpytggbjzexftu 417 19 be be VB work_q6u36m2psnc3rpytggbjzexftu 417 20 shared share VBN work_q6u36m2psnc3rpytggbjzexftu 417 21 by by IN work_q6u36m2psnc3rpytggbjzexftu 417 22 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 417 23 powered power VBD work_q6u36m2psnc3rpytggbjzexftu 417 24 desktops desktop NNS work_q6u36m2psnc3rpytggbjzexftu 417 25 and and CC work_q6u36m2psnc3rpytggbjzexftu 417 26 mobile mobile NN work_q6u36m2psnc3rpytggbjzexftu 417 27 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 417 28 . . . work_q6u36m2psnc3rpytggbjzexftu 418 1 Smart smart JJ work_q6u36m2psnc3rpytggbjzexftu 418 2 phones phone NNS work_q6u36m2psnc3rpytggbjzexftu 418 3 could could MD work_q6u36m2psnc3rpytggbjzexftu 418 4 be be VB work_q6u36m2psnc3rpytggbjzexftu 418 5 part part NN work_q6u36m2psnc3rpytggbjzexftu 418 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 418 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 418 8 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 418 9 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 418 10 process process NN work_q6u36m2psnc3rpytggbjzexftu 418 11 by by IN work_q6u36m2psnc3rpytggbjzexftu 418 12 permitting permit VBG work_q6u36m2psnc3rpytggbjzexftu 418 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 418 14 training training NN work_q6u36m2psnc3rpytggbjzexftu 418 15 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 418 16 to to TO work_q6u36m2psnc3rpytggbjzexftu 418 17 use use VB work_q6u36m2psnc3rpytggbjzexftu 418 18 short short JJ work_q6u36m2psnc3rpytggbjzexftu 418 19 bursts burst NNS work_q6u36m2psnc3rpytggbjzexftu 418 20 of of IN work_q6u36m2psnc3rpytggbjzexftu 418 21 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 418 22 power power NN work_q6u36m2psnc3rpytggbjzexftu 418 23 for for IN work_q6u36m2psnc3rpytggbjzexftu 418 24 their -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 418 25 calculations calculation NNS work_q6u36m2psnc3rpytggbjzexftu 418 26 , , , work_q6u36m2psnc3rpytggbjzexftu 418 27 and and CC work_q6u36m2psnc3rpytggbjzexftu 418 28 therefore therefore RB work_q6u36m2psnc3rpytggbjzexftu 418 29 limiting limit VBG work_q6u36m2psnc3rpytggbjzexftu 418 30 battery battery NN work_q6u36m2psnc3rpytggbjzexftu 418 31 drain drain NN work_q6u36m2psnc3rpytggbjzexftu 418 32 and and CC work_q6u36m2psnc3rpytggbjzexftu 418 33 user user NN work_q6u36m2psnc3rpytggbjzexftu 418 34 disruption disruption NN work_q6u36m2psnc3rpytggbjzexftu 418 35 . . . work_q6u36m2psnc3rpytggbjzexftu 419 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 419 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 419 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 419 4 . . . work_q6u36m2psnc3rpytggbjzexftu 420 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 420 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 420 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 420 4 , , , work_q6u36m2psnc3rpytggbjzexftu 420 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 420 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 420 7 . . . work_q6u36m2psnc3rpytggbjzexftu 421 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 421 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 421 3 , , , work_q6u36m2psnc3rpytggbjzexftu 421 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 421 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 421 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 421 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 421 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 421 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 421 10 20/24 20/24 CD work_q6u36m2psnc3rpytggbjzexftu 421 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ NNS work_q6u36m2psnc3rpytggbjzexftu 421 12 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 421 13 Design Design NNP work_q6u36m2psnc3rpytggbjzexftu 421 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 421 15 research research NN work_q6u36m2psnc3rpytggbjzexftu 421 16 closures closure NNS work_q6u36m2psnc3rpytggbjzexftu 421 17 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 421 18 can can MD work_q6u36m2psnc3rpytggbjzexftu 421 19 save save VB work_q6u36m2psnc3rpytggbjzexftu 421 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 421 21 load load VB work_q6u36m2psnc3rpytggbjzexftu 421 22 JSON JSON NNP work_q6u36m2psnc3rpytggbjzexftu 421 23 model model NN work_q6u36m2psnc3rpytggbjzexftu 421 24 configurations configuration NNS work_q6u36m2psnc3rpytggbjzexftu 421 25 and and CC work_q6u36m2psnc3rpytggbjzexftu 421 26 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 421 27 , , , work_q6u36m2psnc3rpytggbjzexftu 421 28 allowing allow VBG work_q6u36m2psnc3rpytggbjzexftu 421 29 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 421 30 to to TO work_q6u36m2psnc3rpytggbjzexftu 421 31 share share VB work_q6u36m2psnc3rpytggbjzexftu 421 32 and and CC work_q6u36m2psnc3rpytggbjzexftu 421 33 build build VB work_q6u36m2psnc3rpytggbjzexftu 421 34 upon upon IN work_q6u36m2psnc3rpytggbjzexftu 421 35 other other JJ work_q6u36m2psnc3rpytggbjzexftu 421 36 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 421 37 ’ ’ POS work_q6u36m2psnc3rpytggbjzexftu 421 38 work work NN work_q6u36m2psnc3rpytggbjzexftu 421 39 . . . work_q6u36m2psnc3rpytggbjzexftu 422 1 However however RB work_q6u36m2psnc3rpytggbjzexftu 422 2 , , , work_q6u36m2psnc3rpytggbjzexftu 422 3 it -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 422 4 does do VBZ work_q6u36m2psnc3rpytggbjzexftu 422 5 not not RB work_q6u36m2psnc3rpytggbjzexftu 422 6 quite quite RB work_q6u36m2psnc3rpytggbjzexftu 422 7 achieve achieve VB work_q6u36m2psnc3rpytggbjzexftu 422 8 our -PRON- PRP$ work_q6u36m2psnc3rpytggbjzexftu 422 9 goal goal NN work_q6u36m2psnc3rpytggbjzexftu 422 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 422 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 422 12 research research NN work_q6u36m2psnc3rpytggbjzexftu 422 13 closure closure NN work_q6u36m2psnc3rpytggbjzexftu 422 14 where where WRB work_q6u36m2psnc3rpytggbjzexftu 422 15 all all DT work_q6u36m2psnc3rpytggbjzexftu 422 16 aspects aspect NNS work_q6u36m2psnc3rpytggbjzexftu 422 17 — — : work_q6u36m2psnc3rpytggbjzexftu 422 18 code code NN work_q6u36m2psnc3rpytggbjzexftu 422 19 , , , work_q6u36m2psnc3rpytggbjzexftu 422 20 configuration configuration NN work_q6u36m2psnc3rpytggbjzexftu 422 21 , , , work_q6u36m2psnc3rpytggbjzexftu 422 22 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 422 23 , , , work_q6u36m2psnc3rpytggbjzexftu 422 24 etc etc FW work_q6u36m2psnc3rpytggbjzexftu 422 25 — — : work_q6u36m2psnc3rpytggbjzexftu 422 26 are be VBP work_q6u36m2psnc3rpytggbjzexftu 422 27 saved save VBN work_q6u36m2psnc3rpytggbjzexftu 422 28 into into IN work_q6u36m2psnc3rpytggbjzexftu 422 29 a a DT work_q6u36m2psnc3rpytggbjzexftu 422 30 single single JJ work_q6u36m2psnc3rpytggbjzexftu 422 31 object object NN work_q6u36m2psnc3rpytggbjzexftu 422 32 . . . work_q6u36m2psnc3rpytggbjzexftu 423 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 423 2 addition addition NN work_q6u36m2psnc3rpytggbjzexftu 423 3 to to IN work_q6u36m2psnc3rpytggbjzexftu 423 4 research research NN work_q6u36m2psnc3rpytggbjzexftu 423 5 closures closure NNS work_q6u36m2psnc3rpytggbjzexftu 423 6 , , , work_q6u36m2psnc3rpytggbjzexftu 423 7 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 423 8 hope hope VBP work_q6u36m2psnc3rpytggbjzexftu 423 9 to to TO work_q6u36m2psnc3rpytggbjzexftu 423 10 develop develop VB work_q6u36m2psnc3rpytggbjzexftu 423 11 a a DT work_q6u36m2psnc3rpytggbjzexftu 423 12 model model NN work_q6u36m2psnc3rpytggbjzexftu 423 13 zoo zoo NN work_q6u36m2psnc3rpytggbjzexftu 423 14 , , , work_q6u36m2psnc3rpytggbjzexftu 423 15 akin akin JJ work_q6u36m2psnc3rpytggbjzexftu 423 16 to to IN work_q6u36m2psnc3rpytggbjzexftu 423 17 Caffe Caffe NNP work_q6u36m2psnc3rpytggbjzexftu 423 18 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 423 19 for for IN work_q6u36m2psnc3rpytggbjzexftu 423 20 posting posting NN work_q6u36m2psnc3rpytggbjzexftu 423 21 and and CC work_q6u36m2psnc3rpytggbjzexftu 423 22 sharing share VBG work_q6u36m2psnc3rpytggbjzexftu 423 23 research research NN work_q6u36m2psnc3rpytggbjzexftu 423 24 . . . work_q6u36m2psnc3rpytggbjzexftu 424 1 Finally finally RB work_q6u36m2psnc3rpytggbjzexftu 424 2 , , , work_q6u36m2psnc3rpytggbjzexftu 424 3 some some DT work_q6u36m2psnc3rpytggbjzexftu 424 4 kind kind NN work_q6u36m2psnc3rpytggbjzexftu 424 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 424 6 system system NN work_q6u36m2psnc3rpytggbjzexftu 424 7 for for IN work_q6u36m2psnc3rpytggbjzexftu 424 8 verifying verifying NN work_q6u36m2psnc3rpytggbjzexftu 424 9 models model NNS work_q6u36m2psnc3rpytggbjzexftu 424 10 , , , work_q6u36m2psnc3rpytggbjzexftu 424 11 like like IN work_q6u36m2psnc3rpytggbjzexftu 424 12 recomputation.org recomputation.org NNP work_q6u36m2psnc3rpytggbjzexftu 424 13 , , , work_q6u36m2psnc3rpytggbjzexftu 424 14 would would MD work_q6u36m2psnc3rpytggbjzexftu 424 15 further further RB work_q6u36m2psnc3rpytggbjzexftu 424 16 strengthen strengthen VB work_q6u36m2psnc3rpytggbjzexftu 424 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 424 18 case case NN work_q6u36m2psnc3rpytggbjzexftu 424 19 for for IN work_q6u36m2psnc3rpytggbjzexftu 424 20 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 424 21 being be VBG work_q6u36m2psnc3rpytggbjzexftu 424 22 truly truly RB work_q6u36m2psnc3rpytggbjzexftu 424 23 reproducible reproducible JJ work_q6u36m2psnc3rpytggbjzexftu 424 24 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 424 25 and and CC work_q6u36m2psnc3rpytggbjzexftu 424 26 provide provide VB work_q6u36m2psnc3rpytggbjzexftu 424 27 backwards backwards JJ work_q6u36m2psnc3rpytggbjzexftu 424 28 compatibility compatibility NN work_q6u36m2psnc3rpytggbjzexftu 424 29 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 424 30 . . . work_q6u36m2psnc3rpytggbjzexftu 425 1 CONCLUSION CONCLUSION NNP work_q6u36m2psnc3rpytggbjzexftu 425 2 In in IN work_q6u36m2psnc3rpytggbjzexftu 425 3 this this DT work_q6u36m2psnc3rpytggbjzexftu 425 4 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 425 5 we -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 425 6 have have VBP work_q6u36m2psnc3rpytggbjzexftu 425 7 introduced introduce VBN work_q6u36m2psnc3rpytggbjzexftu 425 8 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 425 9 : : : work_q6u36m2psnc3rpytggbjzexftu 425 10 Machine Machine NNP work_q6u36m2psnc3rpytggbjzexftu 425 11 Learning Learning NNP work_q6u36m2psnc3rpytggbjzexftu 425 12 in in IN work_q6u36m2psnc3rpytggbjzexftu 425 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 425 14 Browser Browser NNP work_q6u36m2psnc3rpytggbjzexftu 425 15 , , , work_q6u36m2psnc3rpytggbjzexftu 425 16 an an DT work_q6u36m2psnc3rpytggbjzexftu 425 17 alternative alternative JJ work_q6u36m2psnc3rpytggbjzexftu 425 18 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 425 19 for for IN work_q6u36m2psnc3rpytggbjzexftu 425 20 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 425 21 research research NN work_q6u36m2psnc3rpytggbjzexftu 425 22 based base VBN work_q6u36m2psnc3rpytggbjzexftu 425 23 entirely entirely RB work_q6u36m2psnc3rpytggbjzexftu 425 24 on on IN work_q6u36m2psnc3rpytggbjzexftu 425 25 using use VBG work_q6u36m2psnc3rpytggbjzexftu 425 26 the the DT work_q6u36m2psnc3rpytggbjzexftu 425 27 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 425 28 as as IN work_q6u36m2psnc3rpytggbjzexftu 425 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 425 30 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 425 31 engine engine NN work_q6u36m2psnc3rpytggbjzexftu 425 32 . . . work_q6u36m2psnc3rpytggbjzexftu 426 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 426 2 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 426 3 vision vision NN work_q6u36m2psnc3rpytggbjzexftu 426 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 426 5 based base VBN work_q6u36m2psnc3rpytggbjzexftu 426 6 upon upon IN work_q6u36m2psnc3rpytggbjzexftu 426 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 426 8 overarching overarch VBG work_q6u36m2psnc3rpytggbjzexftu 426 9 objectives objective NNS work_q6u36m2psnc3rpytggbjzexftu 426 10 that that WDT work_q6u36m2psnc3rpytggbjzexftu 426 11 provide provide VBP work_q6u36m2psnc3rpytggbjzexftu 426 12 ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 426 13 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 426 14 capability capability NN work_q6u36m2psnc3rpytggbjzexftu 426 15 to to IN work_q6u36m2psnc3rpytggbjzexftu 426 16 every every DT work_q6u36m2psnc3rpytggbjzexftu 426 17 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 426 18 device device NN work_q6u36m2psnc3rpytggbjzexftu 426 19 , , , work_q6u36m2psnc3rpytggbjzexftu 426 20 cheap cheap JJ work_q6u36m2psnc3rpytggbjzexftu 426 21 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 426 22 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 426 23 , , , work_q6u36m2psnc3rpytggbjzexftu 426 24 and and CC work_q6u36m2psnc3rpytggbjzexftu 426 25 reproducible reproducible NN work_q6u36m2psnc3rpytggbjzexftu 426 26 research research NN work_q6u36m2psnc3rpytggbjzexftu 426 27 . . . work_q6u36m2psnc3rpytggbjzexftu 427 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 427 2 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 427 3 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 427 4 is be VBZ work_q6u36m2psnc3rpytggbjzexftu 427 5 written write VBN work_q6u36m2psnc3rpytggbjzexftu 427 6 entirely entirely RB work_q6u36m2psnc3rpytggbjzexftu 427 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 427 8 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 427 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 427 10 makes make VBZ work_q6u36m2psnc3rpytggbjzexftu 427 11 extensive extensive JJ work_q6u36m2psnc3rpytggbjzexftu 427 12 use use NN work_q6u36m2psnc3rpytggbjzexftu 427 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 427 14 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 427 15 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 427 16 libraries library NNS work_q6u36m2psnc3rpytggbjzexftu 427 17 , , , work_q6u36m2psnc3rpytggbjzexftu 427 18 including include VBG work_q6u36m2psnc3rpytggbjzexftu 427 19 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 427 20 for for IN work_q6u36m2psnc3rpytggbjzexftu 427 21 servers server NNS work_q6u36m2psnc3rpytggbjzexftu 427 22 , , , work_q6u36m2psnc3rpytggbjzexftu 427 23 Web web NN work_q6u36m2psnc3rpytggbjzexftu 427 24 Workers Workers NNPS work_q6u36m2psnc3rpytggbjzexftu 427 25 for for IN work_q6u36m2psnc3rpytggbjzexftu 427 26 non non JJ work_q6u36m2psnc3rpytggbjzexftu 427 27 - - JJ work_q6u36m2psnc3rpytggbjzexftu 427 28 blocking blocking JJ work_q6u36m2psnc3rpytggbjzexftu 427 29 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 427 30 , , , work_q6u36m2psnc3rpytggbjzexftu 427 31 and and CC work_q6u36m2psnc3rpytggbjzexftu 427 32 Web web NN work_q6u36m2psnc3rpytggbjzexftu 427 33 Sockets socket NNS work_q6u36m2psnc3rpytggbjzexftu 427 34 for for IN work_q6u36m2psnc3rpytggbjzexftu 427 35 communication communication NN work_q6u36m2psnc3rpytggbjzexftu 427 36 between between IN work_q6u36m2psnc3rpytggbjzexftu 427 37 clients client NNS work_q6u36m2psnc3rpytggbjzexftu 427 38 and and CC work_q6u36m2psnc3rpytggbjzexftu 427 39 servers server NNS work_q6u36m2psnc3rpytggbjzexftu 427 40 . . . work_q6u36m2psnc3rpytggbjzexftu 428 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 428 2 demonstrated demonstrate VBD work_q6u36m2psnc3rpytggbjzexftu 428 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 428 4 potential potential NN work_q6u36m2psnc3rpytggbjzexftu 428 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 428 6 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 428 7 on on IN work_q6u36m2psnc3rpytggbjzexftu 428 8 a a DT work_q6u36m2psnc3rpytggbjzexftu 428 9 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 428 10 use use NN work_q6u36m2psnc3rpytggbjzexftu 428 11 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 428 12 case case NN work_q6u36m2psnc3rpytggbjzexftu 428 13 : : : work_q6u36m2psnc3rpytggbjzexftu 428 14 Deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 428 15 Neural Neural NNP work_q6u36m2psnc3rpytggbjzexftu 428 16 Networks Networks NNPS work_q6u36m2psnc3rpytggbjzexftu 428 17 trained train VBN work_q6u36m2psnc3rpytggbjzexftu 428 18 with with IN work_q6u36m2psnc3rpytggbjzexftu 428 19 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 428 20 Stochastic Stochastic NNP work_q6u36m2psnc3rpytggbjzexftu 428 21 Gradient Gradient NNP work_q6u36m2psnc3rpytggbjzexftu 428 22 Descent Descent NNP work_q6u36m2psnc3rpytggbjzexftu 428 23 using use VBG work_q6u36m2psnc3rpytggbjzexftu 428 24 heterogenous heterogenous JJ work_q6u36m2psnc3rpytggbjzexftu 428 25 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 428 26 , , , work_q6u36m2psnc3rpytggbjzexftu 428 27 including include VBG work_q6u36m2psnc3rpytggbjzexftu 428 28 dedicated dedicated JJ work_q6u36m2psnc3rpytggbjzexftu 428 29 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 428 30 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 428 31 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 428 32 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 428 33 and and CC work_q6u36m2psnc3rpytggbjzexftu 428 34 mobile mobile NN work_q6u36m2psnc3rpytggbjzexftu 428 35 devices device NNS work_q6u36m2psnc3rpytggbjzexftu 428 36 , , , work_q6u36m2psnc3rpytggbjzexftu 428 37 using use VBG work_q6u36m2psnc3rpytggbjzexftu 428 38 the the DT work_q6u36m2psnc3rpytggbjzexftu 428 39 same same JJ work_q6u36m2psnc3rpytggbjzexftu 428 40 interface interface NN work_q6u36m2psnc3rpytggbjzexftu 428 41 and and CC work_q6u36m2psnc3rpytggbjzexftu 428 42 with with IN work_q6u36m2psnc3rpytggbjzexftu 428 43 no no DT work_q6u36m2psnc3rpytggbjzexftu 428 44 client client NN work_q6u36m2psnc3rpytggbjzexftu 428 45 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 428 46 side side NN work_q6u36m2psnc3rpytggbjzexftu 428 47 software software NN work_q6u36m2psnc3rpytggbjzexftu 428 48 installation installation NN work_q6u36m2psnc3rpytggbjzexftu 428 49 . . . work_q6u36m2psnc3rpytggbjzexftu 429 1 Clients client NNS work_q6u36m2psnc3rpytggbjzexftu 429 2 simply simply RB work_q6u36m2psnc3rpytggbjzexftu 429 3 connect connect VBP work_q6u36m2psnc3rpytggbjzexftu 429 4 to to IN work_q6u36m2psnc3rpytggbjzexftu 429 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 429 6 server server NN work_q6u36m2psnc3rpytggbjzexftu 429 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 429 8 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 429 9 begins begin VBZ work_q6u36m2psnc3rpytggbjzexftu 429 10 . . . work_q6u36m2psnc3rpytggbjzexftu 430 1 This this DT work_q6u36m2psnc3rpytggbjzexftu 430 2 use use NN work_q6u36m2psnc3rpytggbjzexftu 430 3 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 430 4 case case NN work_q6u36m2psnc3rpytggbjzexftu 430 5 has have VBZ work_q6u36m2psnc3rpytggbjzexftu 430 6 provided provide VBN work_q6u36m2psnc3rpytggbjzexftu 430 7 valuable valuable JJ work_q6u36m2psnc3rpytggbjzexftu 430 8 information information NN work_q6u36m2psnc3rpytggbjzexftu 430 9 for for IN work_q6u36m2psnc3rpytggbjzexftu 430 10 future future JJ work_q6u36m2psnc3rpytggbjzexftu 430 11 versions version NNS work_q6u36m2psnc3rpytggbjzexftu 430 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 430 13 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 430 14 , , , work_q6u36m2psnc3rpytggbjzexftu 430 15 exposing expose VBG work_q6u36m2psnc3rpytggbjzexftu 430 16 both both DT work_q6u36m2psnc3rpytggbjzexftu 430 17 existing exist VBG work_q6u36m2psnc3rpytggbjzexftu 430 18 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 430 19 and and CC work_q6u36m2psnc3rpytggbjzexftu 430 20 interesting interesting JJ work_q6u36m2psnc3rpytggbjzexftu 430 21 research research NN work_q6u36m2psnc3rpytggbjzexftu 430 22 and and CC work_q6u36m2psnc3rpytggbjzexftu 430 23 application application NN work_q6u36m2psnc3rpytggbjzexftu 430 24 opportunities opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 430 25 . . . work_q6u36m2psnc3rpytggbjzexftu 431 1 We -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 431 2 have have VBP work_q6u36m2psnc3rpytggbjzexftu 431 3 also also RB work_q6u36m2psnc3rpytggbjzexftu 431 4 advocated advocate VBN work_q6u36m2psnc3rpytggbjzexftu 431 5 for for IN work_q6u36m2psnc3rpytggbjzexftu 431 6 a a DT work_q6u36m2psnc3rpytggbjzexftu 431 7 framework framework NN work_q6u36m2psnc3rpytggbjzexftu 431 8 which which WDT work_q6u36m2psnc3rpytggbjzexftu 431 9 supports support VBZ work_q6u36m2psnc3rpytggbjzexftu 431 10 reproducible reproducible NN work_q6u36m2psnc3rpytggbjzexftu 431 11 research research NN work_q6u36m2psnc3rpytggbjzexftu 431 12 ; ; : work_q6u36m2psnc3rpytggbjzexftu 431 13 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 431 14 naturally naturally RB work_q6u36m2psnc3rpytggbjzexftu 431 15 provides provide VBZ work_q6u36m2psnc3rpytggbjzexftu 431 16 this this DT work_q6u36m2psnc3rpytggbjzexftu 431 17 by by IN work_q6u36m2psnc3rpytggbjzexftu 431 18 allowing allow VBG work_q6u36m2psnc3rpytggbjzexftu 431 19 models model NNS work_q6u36m2psnc3rpytggbjzexftu 431 20 and and CC work_q6u36m2psnc3rpytggbjzexftu 431 21 parameters parameter NNS work_q6u36m2psnc3rpytggbjzexftu 431 22 to to TO work_q6u36m2psnc3rpytggbjzexftu 431 23 be be VB work_q6u36m2psnc3rpytggbjzexftu 431 24 saved save VBN work_q6u36m2psnc3rpytggbjzexftu 431 25 to to IN work_q6u36m2psnc3rpytggbjzexftu 431 26 a a DT work_q6u36m2psnc3rpytggbjzexftu 431 27 single single JJ work_q6u36m2psnc3rpytggbjzexftu 431 28 object object NN work_q6u36m2psnc3rpytggbjzexftu 431 29 which which WDT work_q6u36m2psnc3rpytggbjzexftu 431 30 can can MD work_q6u36m2psnc3rpytggbjzexftu 431 31 be be VB work_q6u36m2psnc3rpytggbjzexftu 431 32 reloaded reload VBN work_q6u36m2psnc3rpytggbjzexftu 431 33 and and CC work_q6u36m2psnc3rpytggbjzexftu 431 34 used use VBN work_q6u36m2psnc3rpytggbjzexftu 431 35 by by IN work_q6u36m2psnc3rpytggbjzexftu 431 36 other other JJ work_q6u36m2psnc3rpytggbjzexftu 431 37 researchers researcher NNS work_q6u36m2psnc3rpytggbjzexftu 431 38 immediately immediately RB work_q6u36m2psnc3rpytggbjzexftu 431 39 . . . work_q6u36m2psnc3rpytggbjzexftu 432 1 ADDITIONAL additional JJ work_q6u36m2psnc3rpytggbjzexftu 432 2 INFORMATION information NN work_q6u36m2psnc3rpytggbjzexftu 432 3 AND and CC work_q6u36m2psnc3rpytggbjzexftu 432 4 DECLARATIONS declaration NNS work_q6u36m2psnc3rpytggbjzexftu 432 5 Funding fund VBG work_q6u36m2psnc3rpytggbjzexftu 432 6 The the DT work_q6u36m2psnc3rpytggbjzexftu 432 7 authors author NNS work_q6u36m2psnc3rpytggbjzexftu 432 8 acknowledge acknowledge VBP work_q6u36m2psnc3rpytggbjzexftu 432 9 funding funding NN work_q6u36m2psnc3rpytggbjzexftu 432 10 support support NN work_q6u36m2psnc3rpytggbjzexftu 432 11 from from IN work_q6u36m2psnc3rpytggbjzexftu 432 12 Amsterdam Amsterdam NNP work_q6u36m2psnc3rpytggbjzexftu 432 13 Data Data NNP work_q6u36m2psnc3rpytggbjzexftu 432 14 Science Science NNP work_q6u36m2psnc3rpytggbjzexftu 432 15 and and CC work_q6u36m2psnc3rpytggbjzexftu 432 16 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 432 17 resources resource NNS work_q6u36m2psnc3rpytggbjzexftu 432 18 from from IN work_q6u36m2psnc3rpytggbjzexftu 432 19 SurfSara SurfSara NNP work_q6u36m2psnc3rpytggbjzexftu 432 20 . . . work_q6u36m2psnc3rpytggbjzexftu 433 1 M M NNP work_q6u36m2psnc3rpytggbjzexftu 433 2 Welling welling NN work_q6u36m2psnc3rpytggbjzexftu 433 3 acknowledges acknowledge VBZ work_q6u36m2psnc3rpytggbjzexftu 433 4 support support NN work_q6u36m2psnc3rpytggbjzexftu 433 5 from from IN work_q6u36m2psnc3rpytggbjzexftu 433 6 Facebook Facebook NNP work_q6u36m2psnc3rpytggbjzexftu 433 7 , , , work_q6u36m2psnc3rpytggbjzexftu 433 8 Google Google NNP work_q6u36m2psnc3rpytggbjzexftu 433 9 , , , work_q6u36m2psnc3rpytggbjzexftu 433 10 and and CC work_q6u36m2psnc3rpytggbjzexftu 433 11 Yahoo Yahoo NNP work_q6u36m2psnc3rpytggbjzexftu 433 12 . . . work_q6u36m2psnc3rpytggbjzexftu 434 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 434 2 funders funder NNS work_q6u36m2psnc3rpytggbjzexftu 434 3 had have VBD work_q6u36m2psnc3rpytggbjzexftu 434 4 no no DT work_q6u36m2psnc3rpytggbjzexftu 434 5 role role NN work_q6u36m2psnc3rpytggbjzexftu 434 6 in in IN work_q6u36m2psnc3rpytggbjzexftu 434 7 study study NN work_q6u36m2psnc3rpytggbjzexftu 434 8 design design NN work_q6u36m2psnc3rpytggbjzexftu 434 9 , , , work_q6u36m2psnc3rpytggbjzexftu 434 10 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 434 11 collection collection NN work_q6u36m2psnc3rpytggbjzexftu 434 12 and and CC work_q6u36m2psnc3rpytggbjzexftu 434 13 analysis analysis NN work_q6u36m2psnc3rpytggbjzexftu 434 14 , , , work_q6u36m2psnc3rpytggbjzexftu 434 15 decision decision NN work_q6u36m2psnc3rpytggbjzexftu 434 16 to to TO work_q6u36m2psnc3rpytggbjzexftu 434 17 publish publish VB work_q6u36m2psnc3rpytggbjzexftu 434 18 , , , work_q6u36m2psnc3rpytggbjzexftu 434 19 or or CC work_q6u36m2psnc3rpytggbjzexftu 434 20 preparation preparation NN work_q6u36m2psnc3rpytggbjzexftu 434 21 of of IN work_q6u36m2psnc3rpytggbjzexftu 434 22 the the DT work_q6u36m2psnc3rpytggbjzexftu 434 23 manuscript manuscript NN work_q6u36m2psnc3rpytggbjzexftu 434 24 . . . work_q6u36m2psnc3rpytggbjzexftu 435 1 Grant Grant NNP work_q6u36m2psnc3rpytggbjzexftu 435 2 Disclosures disclosure VBZ work_q6u36m2psnc3rpytggbjzexftu 435 3 The the DT work_q6u36m2psnc3rpytggbjzexftu 435 4 following follow VBG work_q6u36m2psnc3rpytggbjzexftu 435 5 grant grant NN work_q6u36m2psnc3rpytggbjzexftu 435 6 information information NN work_q6u36m2psnc3rpytggbjzexftu 435 7 was be VBD work_q6u36m2psnc3rpytggbjzexftu 435 8 disclosed disclose VBN work_q6u36m2psnc3rpytggbjzexftu 435 9 by by IN work_q6u36m2psnc3rpytggbjzexftu 435 10 the the DT work_q6u36m2psnc3rpytggbjzexftu 435 11 authors author NNS work_q6u36m2psnc3rpytggbjzexftu 435 12 : : : work_q6u36m2psnc3rpytggbjzexftu 435 13 SurfSara SurfSara NNP work_q6u36m2psnc3rpytggbjzexftu 435 14 . . . work_q6u36m2psnc3rpytggbjzexftu 436 1 Facebook Facebook NNP work_q6u36m2psnc3rpytggbjzexftu 436 2 . . . work_q6u36m2psnc3rpytggbjzexftu 437 1 Google Google NNP work_q6u36m2psnc3rpytggbjzexftu 437 2 . . . work_q6u36m2psnc3rpytggbjzexftu 438 1 Yahoo Yahoo NNP work_q6u36m2psnc3rpytggbjzexftu 438 2 . . . work_q6u36m2psnc3rpytggbjzexftu 439 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 439 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 439 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 439 4 . . . work_q6u36m2psnc3rpytggbjzexftu 440 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 440 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 440 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 440 4 , , , work_q6u36m2psnc3rpytggbjzexftu 440 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 440 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 440 7 . . . work_q6u36m2psnc3rpytggbjzexftu 441 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 441 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 441 3 , , , work_q6u36m2psnc3rpytggbjzexftu 441 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 441 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 441 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 441 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 441 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 441 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 441 10 21/24 21/24 CD work_q6u36m2psnc3rpytggbjzexftu 441 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 441 12 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 13 : : : work_q6u36m2psnc3rpytggbjzexftu 441 14 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 15 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 16 : : : work_q6u36m2psnc3rpytggbjzexftu 441 17 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 18 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 19 : : : work_q6u36m2psnc3rpytggbjzexftu 441 20 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 21 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 22 : : : work_q6u36m2psnc3rpytggbjzexftu 441 23 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 24 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 25 : : : work_q6u36m2psnc3rpytggbjzexftu 441 26 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 27 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 28 : : : work_q6u36m2psnc3rpytggbjzexftu 441 29 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 30 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 31 : : : work_q6u36m2psnc3rpytggbjzexftu 441 32 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 33 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 34 : : : work_q6u36m2psnc3rpytggbjzexftu 441 35 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 36 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 37 : : : work_q6u36m2psnc3rpytggbjzexftu 441 38 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 39 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 40 : : : work_q6u36m2psnc3rpytggbjzexftu 441 41 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 42 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 43 : : : work_q6u36m2psnc3rpytggbjzexftu 441 44 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 45 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 46 : : : work_q6u36m2psnc3rpytggbjzexftu 441 47 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 48 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 49 : : : work_q6u36m2psnc3rpytggbjzexftu 441 50 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 51 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 52 : : : work_q6u36m2psnc3rpytggbjzexftu 441 53 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 54 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 55 : : : work_q6u36m2psnc3rpytggbjzexftu 441 56 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 57 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 58 : : : work_q6u36m2psnc3rpytggbjzexftu 441 59 www.recomputation.org www.recomputation.org NN work_q6u36m2psnc3rpytggbjzexftu 441 60 file file NN work_q6u36m2psnc3rpytggbjzexftu 441 61 : : : work_q6u36m2psnc3rpytggbjzexftu 441 62 www.recomputation.org www.recomputation.org VBG work_q6u36m2psnc3rpytggbjzexftu 441 63 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 441 64 Competing Competing NNP work_q6u36m2psnc3rpytggbjzexftu 441 65 Interests interest NNS work_q6u36m2psnc3rpytggbjzexftu 441 66 The the DT work_q6u36m2psnc3rpytggbjzexftu 441 67 authors author NNS work_q6u36m2psnc3rpytggbjzexftu 441 68 declare declare VBP work_q6u36m2psnc3rpytggbjzexftu 441 69 there there EX work_q6u36m2psnc3rpytggbjzexftu 441 70 are be VBP work_q6u36m2psnc3rpytggbjzexftu 441 71 no no DT work_q6u36m2psnc3rpytggbjzexftu 441 72 competing compete VBG work_q6u36m2psnc3rpytggbjzexftu 441 73 interests interest NNS work_q6u36m2psnc3rpytggbjzexftu 441 74 . . . work_q6u36m2psnc3rpytggbjzexftu 442 1 Author author NN work_q6u36m2psnc3rpytggbjzexftu 442 2 Contributions contribution NNS work_q6u36m2psnc3rpytggbjzexftu 442 3 • • NNP work_q6u36m2psnc3rpytggbjzexftu 442 4 Edward Edward NNP work_q6u36m2psnc3rpytggbjzexftu 442 5 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 442 6 conceived conceive VBD work_q6u36m2psnc3rpytggbjzexftu 442 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 442 8 designed design VBD work_q6u36m2psnc3rpytggbjzexftu 442 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 442 10 experiments experiment NNS work_q6u36m2psnc3rpytggbjzexftu 442 11 , , , work_q6u36m2psnc3rpytggbjzexftu 442 12 analyzed analyze VBD work_q6u36m2psnc3rpytggbjzexftu 442 13 the the DT work_q6u36m2psnc3rpytggbjzexftu 442 14 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 442 15 , , , work_q6u36m2psnc3rpytggbjzexftu 442 16 wrote write VBD work_q6u36m2psnc3rpytggbjzexftu 442 17 the the DT work_q6u36m2psnc3rpytggbjzexftu 442 18 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 442 19 , , , work_q6u36m2psnc3rpytggbjzexftu 442 20 prepared prepare VBN work_q6u36m2psnc3rpytggbjzexftu 442 21 figures figure NNS work_q6u36m2psnc3rpytggbjzexftu 442 22 and/or and/or CC work_q6u36m2psnc3rpytggbjzexftu 442 23 tables table NNS work_q6u36m2psnc3rpytggbjzexftu 442 24 , , , work_q6u36m2psnc3rpytggbjzexftu 442 25 reviewed review VBN work_q6u36m2psnc3rpytggbjzexftu 442 26 drafts draft NNS work_q6u36m2psnc3rpytggbjzexftu 442 27 of of IN work_q6u36m2psnc3rpytggbjzexftu 442 28 the the DT work_q6u36m2psnc3rpytggbjzexftu 442 29 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 442 30 . . . work_q6u36m2psnc3rpytggbjzexftu 443 1 • • NNP work_q6u36m2psnc3rpytggbjzexftu 443 2 Remco Remco NNP work_q6u36m2psnc3rpytggbjzexftu 443 3 Hendriks Hendriks NNP work_q6u36m2psnc3rpytggbjzexftu 443 4 conceived conceive VBD work_q6u36m2psnc3rpytggbjzexftu 443 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 443 6 designed design VBD work_q6u36m2psnc3rpytggbjzexftu 443 7 the the DT work_q6u36m2psnc3rpytggbjzexftu 443 8 experiments experiment NNS work_q6u36m2psnc3rpytggbjzexftu 443 9 , , , work_q6u36m2psnc3rpytggbjzexftu 443 10 performed perform VBD work_q6u36m2psnc3rpytggbjzexftu 443 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 443 12 experiments experiment NNS work_q6u36m2psnc3rpytggbjzexftu 443 13 , , , work_q6u36m2psnc3rpytggbjzexftu 443 14 analyzed analyze VBD work_q6u36m2psnc3rpytggbjzexftu 443 15 the the DT work_q6u36m2psnc3rpytggbjzexftu 443 16 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 443 17 , , , work_q6u36m2psnc3rpytggbjzexftu 443 18 contributed contribute VBD work_q6u36m2psnc3rpytggbjzexftu 443 19 reagents reagent NNS work_q6u36m2psnc3rpytggbjzexftu 443 20 / / SYM work_q6u36m2psnc3rpytggbjzexftu 443 21 materials material NNS work_q6u36m2psnc3rpytggbjzexftu 443 22 / / SYM work_q6u36m2psnc3rpytggbjzexftu 443 23 analysis analysis NN work_q6u36m2psnc3rpytggbjzexftu 443 24 tools tool NNS work_q6u36m2psnc3rpytggbjzexftu 443 25 , , , work_q6u36m2psnc3rpytggbjzexftu 443 26 wrote write VBD work_q6u36m2psnc3rpytggbjzexftu 443 27 the the DT work_q6u36m2psnc3rpytggbjzexftu 443 28 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 443 29 , , , work_q6u36m2psnc3rpytggbjzexftu 443 30 performed perform VBD work_q6u36m2psnc3rpytggbjzexftu 443 31 the the DT work_q6u36m2psnc3rpytggbjzexftu 443 32 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 443 33 work work NN work_q6u36m2psnc3rpytggbjzexftu 443 34 , , , work_q6u36m2psnc3rpytggbjzexftu 443 35 reviewed review VBN work_q6u36m2psnc3rpytggbjzexftu 443 36 drafts draft NNS work_q6u36m2psnc3rpytggbjzexftu 443 37 of of IN work_q6u36m2psnc3rpytggbjzexftu 443 38 the the DT work_q6u36m2psnc3rpytggbjzexftu 443 39 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 443 40 . . . work_q6u36m2psnc3rpytggbjzexftu 444 1 • • NNP work_q6u36m2psnc3rpytggbjzexftu 444 2 Said say VBD work_q6u36m2psnc3rpytggbjzexftu 444 3 Al Al NNP work_q6u36m2psnc3rpytggbjzexftu 444 4 Faraby Faraby NNP work_q6u36m2psnc3rpytggbjzexftu 444 5 conceived conceive VBD work_q6u36m2psnc3rpytggbjzexftu 444 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 444 7 designed design VBD work_q6u36m2psnc3rpytggbjzexftu 444 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 444 9 experiments experiment NNS work_q6u36m2psnc3rpytggbjzexftu 444 10 , , , work_q6u36m2psnc3rpytggbjzexftu 444 11 performed perform VBD work_q6u36m2psnc3rpytggbjzexftu 444 12 the the DT work_q6u36m2psnc3rpytggbjzexftu 444 13 experiments experiment NNS work_q6u36m2psnc3rpytggbjzexftu 444 14 , , , work_q6u36m2psnc3rpytggbjzexftu 444 15 contributed contribute VBN work_q6u36m2psnc3rpytggbjzexftu 444 16 reagents reagent NNS work_q6u36m2psnc3rpytggbjzexftu 444 17 / / SYM work_q6u36m2psnc3rpytggbjzexftu 444 18 materials material NNS work_q6u36m2psnc3rpytggbjzexftu 444 19 / / SYM work_q6u36m2psnc3rpytggbjzexftu 444 20 analysis analysis NN work_q6u36m2psnc3rpytggbjzexftu 444 21 tools tool NNS work_q6u36m2psnc3rpytggbjzexftu 444 22 , , , work_q6u36m2psnc3rpytggbjzexftu 444 23 prepared prepare VBN work_q6u36m2psnc3rpytggbjzexftu 444 24 figures figure NNS work_q6u36m2psnc3rpytggbjzexftu 444 25 and/or and/or CC work_q6u36m2psnc3rpytggbjzexftu 444 26 tables table NNS work_q6u36m2psnc3rpytggbjzexftu 444 27 , , , work_q6u36m2psnc3rpytggbjzexftu 444 28 performed perform VBD work_q6u36m2psnc3rpytggbjzexftu 444 29 the the DT work_q6u36m2psnc3rpytggbjzexftu 444 30 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 444 31 work work NN work_q6u36m2psnc3rpytggbjzexftu 444 32 . . . work_q6u36m2psnc3rpytggbjzexftu 445 1 • • NNP work_q6u36m2psnc3rpytggbjzexftu 445 2 Magiel Magiel NNP work_q6u36m2psnc3rpytggbjzexftu 445 3 Bruntink Bruntink NNP work_q6u36m2psnc3rpytggbjzexftu 445 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 445 5 Max Max NNP work_q6u36m2psnc3rpytggbjzexftu 445 6 Welling Welling NNP work_q6u36m2psnc3rpytggbjzexftu 445 7 wrote write VBD work_q6u36m2psnc3rpytggbjzexftu 445 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 445 9 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 445 10 , , , work_q6u36m2psnc3rpytggbjzexftu 445 11 reviewed review VBN work_q6u36m2psnc3rpytggbjzexftu 445 12 drafts draft NNS work_q6u36m2psnc3rpytggbjzexftu 445 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 445 14 the the DT work_q6u36m2psnc3rpytggbjzexftu 445 15 paper paper NN work_q6u36m2psnc3rpytggbjzexftu 445 16 . . . work_q6u36m2psnc3rpytggbjzexftu 446 1 Data datum NNS work_q6u36m2psnc3rpytggbjzexftu 446 2 Availability availability NN work_q6u36m2psnc3rpytggbjzexftu 446 3 The the DT work_q6u36m2psnc3rpytggbjzexftu 446 4 following follow VBG work_q6u36m2psnc3rpytggbjzexftu 446 5 information information NN work_q6u36m2psnc3rpytggbjzexftu 446 6 was be VBD work_q6u36m2psnc3rpytggbjzexftu 446 7 supplied supply VBN work_q6u36m2psnc3rpytggbjzexftu 446 8 regarding regard VBG work_q6u36m2psnc3rpytggbjzexftu 446 9 the the DT work_q6u36m2psnc3rpytggbjzexftu 446 10 deposition deposition NN work_q6u36m2psnc3rpytggbjzexftu 446 11 of of IN work_q6u36m2psnc3rpytggbjzexftu 446 12 related related JJ work_q6u36m2psnc3rpytggbjzexftu 446 13 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 446 14 : : : work_q6u36m2psnc3rpytggbjzexftu 446 15 GitHub GitHub NNP work_q6u36m2psnc3rpytggbjzexftu 446 16 : : : work_q6u36m2psnc3rpytggbjzexftu 446 17 github.com/software-engineering-amsterdam/MLitB. github.com/software-engineering-amsterdam/mlitb. ADD work_q6u36m2psnc3rpytggbjzexftu 447 1 REFERENCES REFERENCES NNP work_q6u36m2psnc3rpytggbjzexftu 447 2 Ahn Ahn NNP work_q6u36m2psnc3rpytggbjzexftu 447 3 S s NN work_q6u36m2psnc3rpytggbjzexftu 447 4 , , , work_q6u36m2psnc3rpytggbjzexftu 447 5 Shahbaba Shahbaba NNP work_q6u36m2psnc3rpytggbjzexftu 447 6 B B NNP work_q6u36m2psnc3rpytggbjzexftu 447 7 , , , work_q6u36m2psnc3rpytggbjzexftu 447 8 Welling Welling NNP work_q6u36m2psnc3rpytggbjzexftu 447 9 M. M. NNP work_q6u36m2psnc3rpytggbjzexftu 447 10 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 447 11 . . . work_q6u36m2psnc3rpytggbjzexftu 448 1 Distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 448 2 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 448 3 gradient gradient NN work_q6u36m2psnc3rpytggbjzexftu 448 4 MCMC MCMC NNP work_q6u36m2psnc3rpytggbjzexftu 448 5 . . . work_q6u36m2psnc3rpytggbjzexftu 449 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 449 2 : : : work_q6u36m2psnc3rpytggbjzexftu 449 3 Proceedings proceeding NNS work_q6u36m2psnc3rpytggbjzexftu 449 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 449 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 449 6 31st 31st JJ work_q6u36m2psnc3rpytggbjzexftu 449 7 international international JJ work_q6u36m2psnc3rpytggbjzexftu 449 8 conference conference NN work_q6u36m2psnc3rpytggbjzexftu 449 9 on on IN work_q6u36m2psnc3rpytggbjzexftu 449 10 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 449 11 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 449 12 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 449 13 ICML-14 ICML-14 , work_q6u36m2psnc3rpytggbjzexftu 449 14 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 449 15 , , , work_q6u36m2psnc3rpytggbjzexftu 449 16 1044–1052 1044–1052 CD work_q6u36m2psnc3rpytggbjzexftu 449 17 . . . work_q6u36m2psnc3rpytggbjzexftu 450 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 450 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 450 3 http:// http:// JJ work_q6u36m2psnc3rpytggbjzexftu 450 4 www.ics.uci.edu/∼babaks/Site/Home www.ics.uci.edu/∼babaks/Site/Home NNP work_q6u36m2psnc3rpytggbjzexftu 450 5 files file NNS work_q6u36m2psnc3rpytggbjzexftu 450 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 450 7 icml2014 icml2014 NNS work_q6u36m2psnc3rpytggbjzexftu 450 8 Ahn.pdf Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 450 9 . . . work_q6u36m2psnc3rpytggbjzexftu 451 1 Anderson Anderson NNP work_q6u36m2psnc3rpytggbjzexftu 451 2 DP DP NNP work_q6u36m2psnc3rpytggbjzexftu 451 3 . . . work_q6u36m2psnc3rpytggbjzexftu 452 1 2004 2004 CD work_q6u36m2psnc3rpytggbjzexftu 452 2 . . . work_q6u36m2psnc3rpytggbjzexftu 453 1 BOINC boinc NN work_q6u36m2psnc3rpytggbjzexftu 453 2 : : : work_q6u36m2psnc3rpytggbjzexftu 453 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 453 4 system system NN work_q6u36m2psnc3rpytggbjzexftu 453 5 for for IN work_q6u36m2psnc3rpytggbjzexftu 453 6 public public JJ work_q6u36m2psnc3rpytggbjzexftu 453 7 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 453 8 resource resource NN work_q6u36m2psnc3rpytggbjzexftu 453 9 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 453 10 and and CC work_q6u36m2psnc3rpytggbjzexftu 453 11 storage storage NN work_q6u36m2psnc3rpytggbjzexftu 453 12 . . . work_q6u36m2psnc3rpytggbjzexftu 454 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 454 2 : : : work_q6u36m2psnc3rpytggbjzexftu 454 3 Proceedings proceeding NNS work_q6u36m2psnc3rpytggbjzexftu 454 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 454 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 454 6 workshop workshop NN work_q6u36m2psnc3rpytggbjzexftu 454 7 on on IN work_q6u36m2psnc3rpytggbjzexftu 454 8 grid grid NN work_q6u36m2psnc3rpytggbjzexftu 454 9 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 454 10 . . . work_q6u36m2psnc3rpytggbjzexftu 455 1 Piscataway piscataway NN work_q6u36m2psnc3rpytggbjzexftu 455 2 : : : work_q6u36m2psnc3rpytggbjzexftu 455 3 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 455 4 , , , work_q6u36m2psnc3rpytggbjzexftu 455 5 4–10 4–10 CD work_q6u36m2psnc3rpytggbjzexftu 455 6 . . . work_q6u36m2psnc3rpytggbjzexftu 456 1 Anderson Anderson NNP work_q6u36m2psnc3rpytggbjzexftu 456 2 DP DP NNP work_q6u36m2psnc3rpytggbjzexftu 456 3 , , , work_q6u36m2psnc3rpytggbjzexftu 456 4 Cobb Cobb NNP work_q6u36m2psnc3rpytggbjzexftu 456 5 J J NNP work_q6u36m2psnc3rpytggbjzexftu 456 6 , , , work_q6u36m2psnc3rpytggbjzexftu 456 7 Korpela Korpela NNP work_q6u36m2psnc3rpytggbjzexftu 456 8 E E NNP work_q6u36m2psnc3rpytggbjzexftu 456 9 , , , work_q6u36m2psnc3rpytggbjzexftu 456 10 Lebofsky Lebofsky NNP work_q6u36m2psnc3rpytggbjzexftu 456 11 M M NNP work_q6u36m2psnc3rpytggbjzexftu 456 12 , , , work_q6u36m2psnc3rpytggbjzexftu 456 13 Werthimer Werthimer NNP work_q6u36m2psnc3rpytggbjzexftu 456 14 D. D. NNP work_q6u36m2psnc3rpytggbjzexftu 456 15 2002 2002 CD work_q6u36m2psnc3rpytggbjzexftu 456 16 . . . work_q6u36m2psnc3rpytggbjzexftu 457 1 SETI@Home SETI@Home NNP work_q6u36m2psnc3rpytggbjzexftu 457 2 : : : work_q6u36m2psnc3rpytggbjzexftu 457 3 an an DT work_q6u36m2psnc3rpytggbjzexftu 457 4 experiment experiment NN work_q6u36m2psnc3rpytggbjzexftu 457 5 in in IN work_q6u36m2psnc3rpytggbjzexftu 457 6 public- public- JJ work_q6u36m2psnc3rpytggbjzexftu 457 7 resource resource NN work_q6u36m2psnc3rpytggbjzexftu 457 8 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 457 9 . . . work_q6u36m2psnc3rpytggbjzexftu 458 1 Communications communication NNS work_q6u36m2psnc3rpytggbjzexftu 458 2 of of IN work_q6u36m2psnc3rpytggbjzexftu 458 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 458 4 ACM ACM NNP work_q6u36m2psnc3rpytggbjzexftu 458 5 45(11):56–61 45(11):56–61 CD work_q6u36m2psnc3rpytggbjzexftu 458 6 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 458 7 10.1145/581571.581573 10.1145/581571.581573 CD work_q6u36m2psnc3rpytggbjzexftu 458 8 . . . work_q6u36m2psnc3rpytggbjzexftu 459 1 asm.js asm.js NNP work_q6u36m2psnc3rpytggbjzexftu 459 2 . . . work_q6u36m2psnc3rpytggbjzexftu 460 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 460 2 . . . work_q6u36m2psnc3rpytggbjzexftu 460 3 asm.js asm.js NNP work_q6u36m2psnc3rpytggbjzexftu 460 4 : : : work_q6u36m2psnc3rpytggbjzexftu 460 5 an an DT work_q6u36m2psnc3rpytggbjzexftu 460 6 extraordinarily extraordinarily RB work_q6u36m2psnc3rpytggbjzexftu 460 7 optimizable optimizable JJ work_q6u36m2psnc3rpytggbjzexftu 460 8 , , , work_q6u36m2psnc3rpytggbjzexftu 460 9 low low JJ work_q6u36m2psnc3rpytggbjzexftu 460 10 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 460 11 level level NN work_q6u36m2psnc3rpytggbjzexftu 460 12 subset subset NN work_q6u36m2psnc3rpytggbjzexftu 460 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 460 14 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 460 15 . . . work_q6u36m2psnc3rpytggbjzexftu 461 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 461 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 461 3 http://asmjs.org http://asmjs.org NNP work_q6u36m2psnc3rpytggbjzexftu 461 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 461 5 accessed access VBN work_q6u36m2psnc3rpytggbjzexftu 461 6 26 26 CD work_q6u36m2psnc3rpytggbjzexftu 461 7 November November NNP work_q6u36m2psnc3rpytggbjzexftu 461 8 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 461 9 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 461 10 . . . work_q6u36m2psnc3rpytggbjzexftu 462 1 Ba Ba NNP work_q6u36m2psnc3rpytggbjzexftu 462 2 J J NNP work_q6u36m2psnc3rpytggbjzexftu 462 3 , , , work_q6u36m2psnc3rpytggbjzexftu 462 4 Caruana Caruana NNP work_q6u36m2psnc3rpytggbjzexftu 462 5 R. R. NNP work_q6u36m2psnc3rpytggbjzexftu 462 6 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 462 7 . . . work_q6u36m2psnc3rpytggbjzexftu 463 1 Do do VBP work_q6u36m2psnc3rpytggbjzexftu 463 2 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 463 3 nets net NNS work_q6u36m2psnc3rpytggbjzexftu 463 4 really really RB work_q6u36m2psnc3rpytggbjzexftu 463 5 need need VBP work_q6u36m2psnc3rpytggbjzexftu 463 6 to to TO work_q6u36m2psnc3rpytggbjzexftu 463 7 be be VB work_q6u36m2psnc3rpytggbjzexftu 463 8 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 463 9 ? ? . work_q6u36m2psnc3rpytggbjzexftu 464 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 464 2 : : : work_q6u36m2psnc3rpytggbjzexftu 464 3 Advances advance NNS work_q6u36m2psnc3rpytggbjzexftu 464 4 in in IN work_q6u36m2psnc3rpytggbjzexftu 464 5 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 464 6 information information NN work_q6u36m2psnc3rpytggbjzexftu 464 7 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 464 8 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 464 9 , , , work_q6u36m2psnc3rpytggbjzexftu 464 10 2654–2662 2654–2662 CD work_q6u36m2psnc3rpytggbjzexftu 464 11 . . . work_q6u36m2psnc3rpytggbjzexftu 465 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 465 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 465 3 http://papers.nips.cc/paper/ http://papers.nips.cc/paper/ CD work_q6u36m2psnc3rpytggbjzexftu 465 4 5484-do 5484-do CD work_q6u36m2psnc3rpytggbjzexftu 465 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 465 6 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 465 7 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 465 8 nets net NNS work_q6u36m2psnc3rpytggbjzexftu 465 9 - - , work_q6u36m2psnc3rpytggbjzexftu 465 10 really really RB work_q6u36m2psnc3rpytggbjzexftu 465 11 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 465 12 need need NN work_q6u36m2psnc3rpytggbjzexftu 465 13 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 465 14 to to TO work_q6u36m2psnc3rpytggbjzexftu 465 15 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 465 16 be be VB work_q6u36m2psnc3rpytggbjzexftu 465 17 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 465 18 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 465 19 . . . work_q6u36m2psnc3rpytggbjzexftu 466 1 Bahdanau Bahdanau NNP work_q6u36m2psnc3rpytggbjzexftu 466 2 D D NNP work_q6u36m2psnc3rpytggbjzexftu 466 3 , , , work_q6u36m2psnc3rpytggbjzexftu 466 4 Cho Cho NNP work_q6u36m2psnc3rpytggbjzexftu 466 5 K K NNP work_q6u36m2psnc3rpytggbjzexftu 466 6 , , , work_q6u36m2psnc3rpytggbjzexftu 466 7 Bengio Bengio NNP work_q6u36m2psnc3rpytggbjzexftu 466 8 Y. Y. NNP work_q6u36m2psnc3rpytggbjzexftu 467 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 467 2 . . . work_q6u36m2psnc3rpytggbjzexftu 468 1 Neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 468 2 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 468 3 translation translation NN work_q6u36m2psnc3rpytggbjzexftu 468 4 by by IN work_q6u36m2psnc3rpytggbjzexftu 468 5 jointly jointly RB work_q6u36m2psnc3rpytggbjzexftu 468 6 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 468 7 to to TO work_q6u36m2psnc3rpytggbjzexftu 468 8 align align VB work_q6u36m2psnc3rpytggbjzexftu 468 9 and and CC work_q6u36m2psnc3rpytggbjzexftu 468 10 translate translate VB work_q6u36m2psnc3rpytggbjzexftu 468 11 . . . work_q6u36m2psnc3rpytggbjzexftu 469 1 ArXiv ArXiv NNP work_q6u36m2psnc3rpytggbjzexftu 469 2 preprint preprint NN work_q6u36m2psnc3rpytggbjzexftu 469 3 . . . work_q6u36m2psnc3rpytggbjzexftu 470 1 arXiv:1409.0473 arXiv:1409.0473 NNP work_q6u36m2psnc3rpytggbjzexftu 470 2 . . . work_q6u36m2psnc3rpytggbjzexftu 471 1 Bastien Bastien NNP work_q6u36m2psnc3rpytggbjzexftu 471 2 F F NNP work_q6u36m2psnc3rpytggbjzexftu 471 3 , , , work_q6u36m2psnc3rpytggbjzexftu 471 4 Lamblin Lamblin NNP work_q6u36m2psnc3rpytggbjzexftu 471 5 P P NNP work_q6u36m2psnc3rpytggbjzexftu 471 6 , , , work_q6u36m2psnc3rpytggbjzexftu 471 7 Pascanu Pascanu NNP work_q6u36m2psnc3rpytggbjzexftu 471 8 R R NNP work_q6u36m2psnc3rpytggbjzexftu 471 9 , , , work_q6u36m2psnc3rpytggbjzexftu 471 10 Bergstra Bergstra NNP work_q6u36m2psnc3rpytggbjzexftu 471 11 J J NNP work_q6u36m2psnc3rpytggbjzexftu 471 12 , , , work_q6u36m2psnc3rpytggbjzexftu 471 13 Goodfellow Goodfellow NNP work_q6u36m2psnc3rpytggbjzexftu 471 14 I I NNP work_q6u36m2psnc3rpytggbjzexftu 471 15 , , , work_q6u36m2psnc3rpytggbjzexftu 471 16 Bergeron Bergeron NNP work_q6u36m2psnc3rpytggbjzexftu 471 17 A A NNP work_q6u36m2psnc3rpytggbjzexftu 471 18 , , , work_q6u36m2psnc3rpytggbjzexftu 471 19 Bouchard Bouchard NNP work_q6u36m2psnc3rpytggbjzexftu 471 20 N N NNP work_q6u36m2psnc3rpytggbjzexftu 471 21 , , , work_q6u36m2psnc3rpytggbjzexftu 471 22 Warde Warde NNP work_q6u36m2psnc3rpytggbjzexftu 471 23 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 471 24 Farley Farley NNP work_q6u36m2psnc3rpytggbjzexftu 471 25 D d NN work_q6u36m2psnc3rpytggbjzexftu 471 26 , , , work_q6u36m2psnc3rpytggbjzexftu 471 27 Bengio Bengio NNP work_q6u36m2psnc3rpytggbjzexftu 471 28 Y. Y. NNP work_q6u36m2psnc3rpytggbjzexftu 472 1 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 472 2 . . . work_q6u36m2psnc3rpytggbjzexftu 473 1 Theano Theano NNP work_q6u36m2psnc3rpytggbjzexftu 473 2 : : : work_q6u36m2psnc3rpytggbjzexftu 473 3 new new JJ work_q6u36m2psnc3rpytggbjzexftu 473 4 features feature NNS work_q6u36m2psnc3rpytggbjzexftu 473 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 473 6 speed speed NN work_q6u36m2psnc3rpytggbjzexftu 473 7 improvements improvement NNS work_q6u36m2psnc3rpytggbjzexftu 473 8 . . . work_q6u36m2psnc3rpytggbjzexftu 474 1 ArXiv ArXiv NNP work_q6u36m2psnc3rpytggbjzexftu 474 2 preprint preprint NN work_q6u36m2psnc3rpytggbjzexftu 474 3 . . . work_q6u36m2psnc3rpytggbjzexftu 475 1 arXiv:1211.5590 arxiv:1211.5590 PRP work_q6u36m2psnc3rpytggbjzexftu 475 2 . . . work_q6u36m2psnc3rpytggbjzexftu 476 1 Begoli Begoli NNP work_q6u36m2psnc3rpytggbjzexftu 476 2 E E NNP work_q6u36m2psnc3rpytggbjzexftu 476 3 , , , work_q6u36m2psnc3rpytggbjzexftu 476 4 Horey Horey NNP work_q6u36m2psnc3rpytggbjzexftu 476 5 J. J. NNP work_q6u36m2psnc3rpytggbjzexftu 477 1 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 477 2 . . . work_q6u36m2psnc3rpytggbjzexftu 478 1 Design design NN work_q6u36m2psnc3rpytggbjzexftu 478 2 principles principle NNS work_q6u36m2psnc3rpytggbjzexftu 478 3 for for IN work_q6u36m2psnc3rpytggbjzexftu 478 4 effective effective JJ work_q6u36m2psnc3rpytggbjzexftu 478 5 knowledge knowledge NN work_q6u36m2psnc3rpytggbjzexftu 478 6 discovery discovery NN work_q6u36m2psnc3rpytggbjzexftu 478 7 from from IN work_q6u36m2psnc3rpytggbjzexftu 478 8 big big JJ work_q6u36m2psnc3rpytggbjzexftu 478 9 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 478 10 . . . work_q6u36m2psnc3rpytggbjzexftu 479 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 479 2 : : : work_q6u36m2psnc3rpytggbjzexftu 479 3 Software software NN work_q6u36m2psnc3rpytggbjzexftu 479 4 Architecture architecture NN work_q6u36m2psnc3rpytggbjzexftu 479 5 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 479 6 WICSA WICSA NNP work_q6u36m2psnc3rpytggbjzexftu 479 7 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 479 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 479 9 European European NNP work_q6u36m2psnc3rpytggbjzexftu 479 10 Conference Conference NNP work_q6u36m2psnc3rpytggbjzexftu 479 11 on on IN work_q6u36m2psnc3rpytggbjzexftu 479 12 Software Software NNP work_q6u36m2psnc3rpytggbjzexftu 479 13 Architecture Architecture NNP work_q6u36m2psnc3rpytggbjzexftu 479 14 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 479 15 ECSA ECSA NNP work_q6u36m2psnc3rpytggbjzexftu 479 16 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 479 17 , , , work_q6u36m2psnc3rpytggbjzexftu 479 18 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 479 19 joint joint NN work_q6u36m2psnc3rpytggbjzexftu 479 20 working work VBG work_q6u36m2psnc3rpytggbjzexftu 479 21 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 479 22 / / SYM work_q6u36m2psnc3rpytggbjzexftu 479 23 IFIP IFIP NNP work_q6u36m2psnc3rpytggbjzexftu 479 24 conference conference NN work_q6u36m2psnc3rpytggbjzexftu 479 25 on on IN work_q6u36m2psnc3rpytggbjzexftu 479 26 . . . work_q6u36m2psnc3rpytggbjzexftu 480 1 Piscataway piscataway NN work_q6u36m2psnc3rpytggbjzexftu 480 2 : : : work_q6u36m2psnc3rpytggbjzexftu 480 3 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 480 4 , , , work_q6u36m2psnc3rpytggbjzexftu 480 5 215–218 215–218 CD work_q6u36m2psnc3rpytggbjzexftu 480 6 . . . work_q6u36m2psnc3rpytggbjzexftu 481 1 Bergstra Bergstra NNP work_q6u36m2psnc3rpytggbjzexftu 481 2 J J NNP work_q6u36m2psnc3rpytggbjzexftu 481 3 , , , work_q6u36m2psnc3rpytggbjzexftu 481 4 Breuleux Breuleux NNP work_q6u36m2psnc3rpytggbjzexftu 481 5 O O NNP work_q6u36m2psnc3rpytggbjzexftu 481 6 , , , work_q6u36m2psnc3rpytggbjzexftu 481 7 Bastien Bastien NNP work_q6u36m2psnc3rpytggbjzexftu 481 8 F F NNP work_q6u36m2psnc3rpytggbjzexftu 481 9 , , , work_q6u36m2psnc3rpytggbjzexftu 481 10 Lamblin Lamblin NNP work_q6u36m2psnc3rpytggbjzexftu 481 11 P P NNP work_q6u36m2psnc3rpytggbjzexftu 481 12 , , , work_q6u36m2psnc3rpytggbjzexftu 481 13 Pascanu Pascanu NNP work_q6u36m2psnc3rpytggbjzexftu 481 14 R R NNP work_q6u36m2psnc3rpytggbjzexftu 481 15 , , , work_q6u36m2psnc3rpytggbjzexftu 481 16 Desjardins Desjardins NNP work_q6u36m2psnc3rpytggbjzexftu 481 17 G G NNP work_q6u36m2psnc3rpytggbjzexftu 481 18 , , , work_q6u36m2psnc3rpytggbjzexftu 481 19 Turian Turian NNP work_q6u36m2psnc3rpytggbjzexftu 481 20 J J NNP work_q6u36m2psnc3rpytggbjzexftu 481 21 , , , work_q6u36m2psnc3rpytggbjzexftu 481 22 Warde Warde NNP work_q6u36m2psnc3rpytggbjzexftu 481 23 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 481 24 Farley Farley NNP work_q6u36m2psnc3rpytggbjzexftu 481 25 D d NN work_q6u36m2psnc3rpytggbjzexftu 481 26 , , , work_q6u36m2psnc3rpytggbjzexftu 481 27 Bengio Bengio NNP work_q6u36m2psnc3rpytggbjzexftu 481 28 Y. Y. NNP work_q6u36m2psnc3rpytggbjzexftu 482 1 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 482 2 . . . work_q6u36m2psnc3rpytggbjzexftu 483 1 Theano Theano NNP work_q6u36m2psnc3rpytggbjzexftu 483 2 : : : work_q6u36m2psnc3rpytggbjzexftu 483 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 483 4 CPU cpu NN work_q6u36m2psnc3rpytggbjzexftu 483 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 483 6 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 483 7 math math NN work_q6u36m2psnc3rpytggbjzexftu 483 8 expression expression NN work_q6u36m2psnc3rpytggbjzexftu 483 9 compiler compiler NN work_q6u36m2psnc3rpytggbjzexftu 483 10 . . . work_q6u36m2psnc3rpytggbjzexftu 484 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 484 2 : : : work_q6u36m2psnc3rpytggbjzexftu 484 3 Proceedings Proceedings NNP work_q6u36m2psnc3rpytggbjzexftu 484 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 484 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 484 6 python python NN work_q6u36m2psnc3rpytggbjzexftu 484 7 for for IN work_q6u36m2psnc3rpytggbjzexftu 484 8 scientific scientific JJ work_q6u36m2psnc3rpytggbjzexftu 484 9 computing computing NN work_q6u36m2psnc3rpytggbjzexftu 484 10 conference conference NN work_q6u36m2psnc3rpytggbjzexftu 484 11 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 484 12 SciPy SciPy NNP work_q6u36m2psnc3rpytggbjzexftu 484 13 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 484 14 . . . work_q6u36m2psnc3rpytggbjzexftu 485 1 Oral Oral NNP work_q6u36m2psnc3rpytggbjzexftu 485 2 Presentation Presentation NNP work_q6u36m2psnc3rpytggbjzexftu 485 3 . . . work_q6u36m2psnc3rpytggbjzexftu 486 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 486 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 486 3 http://www.iro.umontreal.ca/∼lisa/pointeurs/theano http://www.iro.umontreal.ca/∼lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 486 4 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 486 5 . . . work_q6u36m2psnc3rpytggbjzexftu 487 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 487 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 487 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 487 4 . . . work_q6u36m2psnc3rpytggbjzexftu 488 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 488 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 488 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 488 4 , , , work_q6u36m2psnc3rpytggbjzexftu 488 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 488 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 488 7 . . . work_q6u36m2psnc3rpytggbjzexftu 489 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 489 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 489 3 , , , work_q6u36m2psnc3rpytggbjzexftu 489 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 489 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 489 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 489 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 489 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 489 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 489 10 22/24 22/24 CD work_q6u36m2psnc3rpytggbjzexftu 489 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 489 12 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 13 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 14 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 15 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 16 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 17 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 18 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 19 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 20 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 21 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 22 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 23 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 24 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 25 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 26 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 27 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 28 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 29 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 30 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 31 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 32 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 33 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 34 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 35 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 36 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 37 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 38 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 39 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 40 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 41 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 42 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 43 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 44 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 45 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 46 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 47 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 48 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 49 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 50 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 51 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 52 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 53 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 54 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB VBZ work_q6u36m2psnc3rpytggbjzexftu 489 55 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/mlitb UH work_q6u36m2psnc3rpytggbjzexftu 489 56 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/mlitb UH work_q6u36m2psnc3rpytggbjzexftu 489 57 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/mlitb UH work_q6u36m2psnc3rpytggbjzexftu 489 58 http://www.github.com/software-engineering-amsterdam/MLitB http://www.github.com/software-engineering-amsterdam/MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 489 59 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/site/home_files/icml2014_ahn.pdf NN work_q6u36m2psnc3rpytggbjzexftu 489 60 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 61 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 62 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 63 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 64 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 65 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 66 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 67 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 68 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 69 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 70 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 71 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 72 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 73 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 74 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 75 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 76 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 77 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 78 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 79 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 80 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 81 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 82 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 83 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 84 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 85 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 86 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 87 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 88 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 89 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 90 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 91 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 92 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 93 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 94 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 95 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 96 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 97 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 98 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 99 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 100 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 101 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 102 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 103 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 104 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 105 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 106 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 107 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 108 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 109 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 110 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 111 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 112 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 113 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 114 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 115 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 116 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 117 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 118 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 119 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 120 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 121 http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf http://www.ics.uci.edu/~babaks/Site/Home_files/icml2014_Ahn.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 122 http://dx.doi.org/10.1145/581571.581573 http://dx.doi.org/10.1145/581571.581573 NNP work_q6u36m2psnc3rpytggbjzexftu 489 123 http://asmjs.org http://asmjs.org ADD work_q6u36m2psnc3rpytggbjzexftu 489 124 http://asmjs.org http://asmjs.org VBP work_q6u36m2psnc3rpytggbjzexftu 489 125 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 126 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 127 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 128 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 129 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 130 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 131 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 132 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 133 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 134 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 135 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 136 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 137 http://asmjs.org http://asmjs.org NN work_q6u36m2psnc3rpytggbjzexftu 489 138 http://asmjs.org http://asmjs.org ADD work_q6u36m2psnc3rpytggbjzexftu 489 139 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NN work_q6u36m2psnc3rpytggbjzexftu 489 140 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 141 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 142 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 143 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 144 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 145 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 146 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 147 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 148 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 149 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 150 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 151 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 152 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 153 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 154 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 155 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 156 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 157 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 158 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 159 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 160 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 161 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 162 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 163 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 164 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 165 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 166 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 167 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 168 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 169 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 170 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 171 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 172 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 173 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 174 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 175 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 176 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 177 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 178 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 179 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 180 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 181 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 182 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 183 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 184 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 185 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 186 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 187 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 188 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 189 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 190 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 191 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 192 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 193 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 194 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 195 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 196 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 197 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 198 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 199 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 200 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 201 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 202 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 203 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 204 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 205 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 206 http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep http://papers.nips.cc/paper/5484-do-deep-nets-really-need-to-be-deep NNP work_q6u36m2psnc3rpytggbjzexftu 489 207 http://arxiv.org/abs/1409.0473 http://arxiv.org/abs/1409.0473 NNP work_q6u36m2psnc3rpytggbjzexftu 489 208 http://arxiv.org/abs/1211.5590 http://arxiv.org/abs/1211.5590 NNP work_q6u36m2psnc3rpytggbjzexftu 489 209 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NN work_q6u36m2psnc3rpytggbjzexftu 489 210 scipy2010.pdf scipy2010.pdf NN work_q6u36m2psnc3rpytggbjzexftu 489 211 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano XX work_q6u36m2psnc3rpytggbjzexftu 489 212 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 213 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 214 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 215 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 216 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 217 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 218 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 219 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 220 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 221 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 222 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 223 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 224 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 225 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 226 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 227 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 228 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 229 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 230 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 231 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 232 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 233 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 234 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 235 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 236 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 237 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 238 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 239 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 240 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 241 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 242 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 243 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 244 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 245 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 246 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 247 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 248 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 249 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 250 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 251 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 252 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 253 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 254 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 255 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 256 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 257 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 258 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 259 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 260 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 261 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 262 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 263 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 264 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 265 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 266 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 267 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 268 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 269 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 270 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 271 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 272 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 273 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 274 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 275 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 276 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 277 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 278 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 279 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 280 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 281 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 282 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 283 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 284 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 285 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 286 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 287 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 288 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 289 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 290 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 291 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 292 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 293 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 294 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 295 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 296 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 297 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 298 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 299 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 300 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 301 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 302 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 303 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 304 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 305 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 306 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 307 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 308 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 309 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 310 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 311 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 312 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 313 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 314 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 315 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 316 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 317 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 318 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 319 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 320 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 321 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 322 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 323 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 324 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 325 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 326 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 327 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 328 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 329 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 330 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 331 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 332 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 333 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 334 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 335 http://www.iro.umontreal.ca/~lisa/pointeurs/theano http://www.iro.umontreal.ca/~lisa/pointeurs/theano NNP work_q6u36m2psnc3rpytggbjzexftu 489 336 scipy2010.pdf scipy2010.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 489 337 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 489 338 Bottou Bottou NNP work_q6u36m2psnc3rpytggbjzexftu 489 339 L. L. NNP work_q6u36m2psnc3rpytggbjzexftu 489 340 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 489 341 . . . work_q6u36m2psnc3rpytggbjzexftu 490 1 Large large JJ work_q6u36m2psnc3rpytggbjzexftu 490 2 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 490 3 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 490 4 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 490 5 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 490 6 with with IN work_q6u36m2psnc3rpytggbjzexftu 490 7 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 490 8 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 490 9 descent descent NN work_q6u36m2psnc3rpytggbjzexftu 490 10 . . . work_q6u36m2psnc3rpytggbjzexftu 491 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 491 2 : : : work_q6u36m2psnc3rpytggbjzexftu 491 3 Proceedings Proceedings NNP work_q6u36m2psnc3rpytggbjzexftu 491 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 491 5 COMPSTAT’2010 COMPSTAT’2010 NNP work_q6u36m2psnc3rpytggbjzexftu 491 6 . . . work_q6u36m2psnc3rpytggbjzexftu 492 1 New New NNP work_q6u36m2psnc3rpytggbjzexftu 492 2 York York NNP work_q6u36m2psnc3rpytggbjzexftu 492 3 : : : work_q6u36m2psnc3rpytggbjzexftu 492 4 Springer Springer NNP work_q6u36m2psnc3rpytggbjzexftu 492 5 , , , work_q6u36m2psnc3rpytggbjzexftu 492 6 177–186 177–186 CD work_q6u36m2psnc3rpytggbjzexftu 492 7 . . . work_q6u36m2psnc3rpytggbjzexftu 493 1 Boyd Boyd NNP work_q6u36m2psnc3rpytggbjzexftu 493 2 S S NNP work_q6u36m2psnc3rpytggbjzexftu 493 3 , , , work_q6u36m2psnc3rpytggbjzexftu 493 4 Ghosh Ghosh NNP work_q6u36m2psnc3rpytggbjzexftu 493 5 A A NNP work_q6u36m2psnc3rpytggbjzexftu 493 6 , , , work_q6u36m2psnc3rpytggbjzexftu 493 7 Prabhakar Prabhakar NNP work_q6u36m2psnc3rpytggbjzexftu 493 8 B B NNP work_q6u36m2psnc3rpytggbjzexftu 493 9 , , , work_q6u36m2psnc3rpytggbjzexftu 493 10 Shah Shah NNP work_q6u36m2psnc3rpytggbjzexftu 493 11 D. D. NNP work_q6u36m2psnc3rpytggbjzexftu 493 12 2006 2006 CD work_q6u36m2psnc3rpytggbjzexftu 493 13 . . . work_q6u36m2psnc3rpytggbjzexftu 494 1 Randomized randomized JJ work_q6u36m2psnc3rpytggbjzexftu 494 2 gossip gossip NN work_q6u36m2psnc3rpytggbjzexftu 494 3 algorithms algorithm NNS work_q6u36m2psnc3rpytggbjzexftu 494 4 . . . work_q6u36m2psnc3rpytggbjzexftu 495 1 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 495 2 Transactions transaction NNS work_q6u36m2psnc3rpytggbjzexftu 495 3 on on IN work_q6u36m2psnc3rpytggbjzexftu 495 4 Information Information NNP work_q6u36m2psnc3rpytggbjzexftu 495 5 Theory Theory NNP work_q6u36m2psnc3rpytggbjzexftu 495 6 52(6):2508–2530 52(6):2508–2530 CD work_q6u36m2psnc3rpytggbjzexftu 495 7 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 495 8 10.1109 10.1109 NNP work_q6u36m2psnc3rpytggbjzexftu 495 9 / / SYM work_q6u36m2psnc3rpytggbjzexftu 495 10 TIT.2006.874516 TIT.2006.874516 NNP work_q6u36m2psnc3rpytggbjzexftu 495 11 . . . work_q6u36m2psnc3rpytggbjzexftu 496 1 Can Can MD work_q6u36m2psnc3rpytggbjzexftu 496 2 I -PRON- PRP work_q6u36m2psnc3rpytggbjzexftu 496 3 Use use VB work_q6u36m2psnc3rpytggbjzexftu 496 4 . . . work_q6u36m2psnc3rpytggbjzexftu 497 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 497 2 . . . work_q6u36m2psnc3rpytggbjzexftu 498 1 Javascript Javascript NNP work_q6u36m2psnc3rpytggbjzexftu 498 2 API API NNP work_q6u36m2psnc3rpytggbjzexftu 498 3 support support NN work_q6u36m2psnc3rpytggbjzexftu 498 4 comparison comparison NN work_q6u36m2psnc3rpytggbjzexftu 498 5 . . . work_q6u36m2psnc3rpytggbjzexftu 499 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 499 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 499 3 http://caniuse.com/#cats=JS http://caniuse.com/#cats=js NN work_q6u36m2psnc3rpytggbjzexftu 499 4 API API NNP work_q6u36m2psnc3rpytggbjzexftu 499 5 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 499 6 accessed access VBD work_q6u36m2psnc3rpytggbjzexftu 499 7 26 26 CD work_q6u36m2psnc3rpytggbjzexftu 499 8 November November NNP work_q6u36m2psnc3rpytggbjzexftu 499 9 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 499 10 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 499 11 . . . work_q6u36m2psnc3rpytggbjzexftu 500 1 Casadevall Casadevall NNP work_q6u36m2psnc3rpytggbjzexftu 500 2 A A NNP work_q6u36m2psnc3rpytggbjzexftu 500 3 , , , work_q6u36m2psnc3rpytggbjzexftu 500 4 Fang Fang NNP work_q6u36m2psnc3rpytggbjzexftu 500 5 FC FC NNP work_q6u36m2psnc3rpytggbjzexftu 500 6 . . . work_q6u36m2psnc3rpytggbjzexftu 501 1 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 501 2 . . . work_q6u36m2psnc3rpytggbjzexftu 502 1 Reproducible reproducible JJ work_q6u36m2psnc3rpytggbjzexftu 502 2 science science NN work_q6u36m2psnc3rpytggbjzexftu 502 3 . . . work_q6u36m2psnc3rpytggbjzexftu 503 1 Infection infection NN work_q6u36m2psnc3rpytggbjzexftu 503 2 and and CC work_q6u36m2psnc3rpytggbjzexftu 503 3 Immunity immunity NN work_q6u36m2psnc3rpytggbjzexftu 503 4 78(12):4972–4975 78(12):4972–4975 CD work_q6u36m2psnc3rpytggbjzexftu 503 5 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 503 6 10.1128 10.1128 CD work_q6u36m2psnc3rpytggbjzexftu 503 7 / / SYM work_q6u36m2psnc3rpytggbjzexftu 503 8 IAI.00908 IAI.00908 NNP work_q6u36m2psnc3rpytggbjzexftu 503 9 - - SYM work_q6u36m2psnc3rpytggbjzexftu 503 10 10 10 CD work_q6u36m2psnc3rpytggbjzexftu 503 11 . . . work_q6u36m2psnc3rpytggbjzexftu 504 1 Chrome Chrome NNP work_q6u36m2psnc3rpytggbjzexftu 504 2 V8 V8 NNS work_q6u36m2psnc3rpytggbjzexftu 504 3 . . . work_q6u36m2psnc3rpytggbjzexftu 505 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 505 2 . . . work_q6u36m2psnc3rpytggbjzexftu 506 1 Chrome Chrome NNP work_q6u36m2psnc3rpytggbjzexftu 506 2 V8 V8 NNP work_q6u36m2psnc3rpytggbjzexftu 506 3 : : : work_q6u36m2psnc3rpytggbjzexftu 506 4 google google NNP work_q6u36m2psnc3rpytggbjzexftu 506 5 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 506 6 high high JJ work_q6u36m2psnc3rpytggbjzexftu 506 7 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 506 8 , , , work_q6u36m2psnc3rpytggbjzexftu 506 9 open open JJ work_q6u36m2psnc3rpytggbjzexftu 506 10 source source NN work_q6u36m2psnc3rpytggbjzexftu 506 11 , , , work_q6u36m2psnc3rpytggbjzexftu 506 12 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 506 13 engine engine NN work_q6u36m2psnc3rpytggbjzexftu 506 14 . . . work_q6u36m2psnc3rpytggbjzexftu 507 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 507 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 507 3 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 507 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 507 5 accessed access VBN work_q6u36m2psnc3rpytggbjzexftu 507 6 26 26 CD work_q6u36m2psnc3rpytggbjzexftu 507 7 November November NNP work_q6u36m2psnc3rpytggbjzexftu 507 8 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 507 9 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 507 10 . . . work_q6u36m2psnc3rpytggbjzexftu 508 1 Coates coat VBZ work_q6u36m2psnc3rpytggbjzexftu 508 2 A a NN work_q6u36m2psnc3rpytggbjzexftu 508 3 , , , work_q6u36m2psnc3rpytggbjzexftu 508 4 Huval Huval NNP work_q6u36m2psnc3rpytggbjzexftu 508 5 B B NNP work_q6u36m2psnc3rpytggbjzexftu 508 6 , , , work_q6u36m2psnc3rpytggbjzexftu 508 7 Wang Wang NNP work_q6u36m2psnc3rpytggbjzexftu 508 8 T T NNP work_q6u36m2psnc3rpytggbjzexftu 508 9 , , , work_q6u36m2psnc3rpytggbjzexftu 508 10 Wu Wu NNP work_q6u36m2psnc3rpytggbjzexftu 508 11 D D NNP work_q6u36m2psnc3rpytggbjzexftu 508 12 , , , work_q6u36m2psnc3rpytggbjzexftu 508 13 Catanzaro Catanzaro NNP work_q6u36m2psnc3rpytggbjzexftu 508 14 B B NNP work_q6u36m2psnc3rpytggbjzexftu 508 15 , , , work_q6u36m2psnc3rpytggbjzexftu 508 16 Andrew Andrew NNP work_q6u36m2psnc3rpytggbjzexftu 508 17 N. N. NNP work_q6u36m2psnc3rpytggbjzexftu 508 18 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 508 19 . . . work_q6u36m2psnc3rpytggbjzexftu 509 1 Deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 509 2 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 509 3 with with IN work_q6u36m2psnc3rpytggbjzexftu 509 4 cots cot NNS work_q6u36m2psnc3rpytggbjzexftu 509 5 hpc hpc VBD work_q6u36m2psnc3rpytggbjzexftu 509 6 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 509 7 . . . work_q6u36m2psnc3rpytggbjzexftu 510 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 510 2 : : : work_q6u36m2psnc3rpytggbjzexftu 510 3 Proceedings Proceedings NNP work_q6u36m2psnc3rpytggbjzexftu 510 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 510 5 The the DT work_q6u36m2psnc3rpytggbjzexftu 510 6 30th 30th JJ work_q6u36m2psnc3rpytggbjzexftu 510 7 international international JJ work_q6u36m2psnc3rpytggbjzexftu 510 8 conference conference NN work_q6u36m2psnc3rpytggbjzexftu 510 9 on on IN work_q6u36m2psnc3rpytggbjzexftu 510 10 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 510 11 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 510 12 . . . work_q6u36m2psnc3rpytggbjzexftu 511 1 1337–1345 1337–1345 ADD work_q6u36m2psnc3rpytggbjzexftu 511 2 . . . work_q6u36m2psnc3rpytggbjzexftu 512 1 Collobert Collobert NNP work_q6u36m2psnc3rpytggbjzexftu 512 2 R R NNP work_q6u36m2psnc3rpytggbjzexftu 512 3 , , , work_q6u36m2psnc3rpytggbjzexftu 512 4 Kavukcuoglu Kavukcuoglu NNP work_q6u36m2psnc3rpytggbjzexftu 512 5 K K NNP work_q6u36m2psnc3rpytggbjzexftu 512 6 , , , work_q6u36m2psnc3rpytggbjzexftu 512 7 Farabet Farabet NNP work_q6u36m2psnc3rpytggbjzexftu 512 8 C. C. NNP work_q6u36m2psnc3rpytggbjzexftu 512 9 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 512 10 . . . work_q6u36m2psnc3rpytggbjzexftu 513 1 Torch7 torch7 NN work_q6u36m2psnc3rpytggbjzexftu 513 2 : : : work_q6u36m2psnc3rpytggbjzexftu 513 3 a a DT work_q6u36m2psnc3rpytggbjzexftu 513 4 matlab matlab JJ work_q6u36m2psnc3rpytggbjzexftu 513 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 513 6 like like JJ work_q6u36m2psnc3rpytggbjzexftu 513 7 environment environment NN work_q6u36m2psnc3rpytggbjzexftu 513 8 for for IN work_q6u36m2psnc3rpytggbjzexftu 513 9 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 513 10 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 513 11 . . . work_q6u36m2psnc3rpytggbjzexftu 514 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 514 2 : : : work_q6u36m2psnc3rpytggbjzexftu 514 3 BigLearn BigLearn NNP work_q6u36m2psnc3rpytggbjzexftu 514 4 , , , work_q6u36m2psnc3rpytggbjzexftu 514 5 NIPS NIPS NNP work_q6u36m2psnc3rpytggbjzexftu 514 6 workshop workshop NN work_q6u36m2psnc3rpytggbjzexftu 514 7 . . . work_q6u36m2psnc3rpytggbjzexftu 515 1 Number Number NNP work_q6u36m2psnc3rpytggbjzexftu 515 2 EPFL EPFL NNP work_q6u36m2psnc3rpytggbjzexftu 515 3 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 515 4 CONF-192376 CONF-192376 NNP work_q6u36m2psnc3rpytggbjzexftu 515 5 . . . work_q6u36m2psnc3rpytggbjzexftu 516 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 516 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 516 3 http://ronan http://ronan ADD work_q6u36m2psnc3rpytggbjzexftu 516 4 . . . work_q6u36m2psnc3rpytggbjzexftu 517 1 collobert.com/pub/matos/2011 collobert.com/pub/matos/2011 NNP work_q6u36m2psnc3rpytggbjzexftu 517 2 torch7 torch7 NN work_q6u36m2psnc3rpytggbjzexftu 517 3 nipsw.pdf nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 517 4 . . . work_q6u36m2psnc3rpytggbjzexftu 518 1 Cushing Cushing NNP work_q6u36m2psnc3rpytggbjzexftu 518 2 R R NNP work_q6u36m2psnc3rpytggbjzexftu 518 3 , , , work_q6u36m2psnc3rpytggbjzexftu 518 4 Putra Putra NNP work_q6u36m2psnc3rpytggbjzexftu 518 5 GHH GHH NNP work_q6u36m2psnc3rpytggbjzexftu 518 6 , , , work_q6u36m2psnc3rpytggbjzexftu 518 7 Koulouzis Koulouzis NNP work_q6u36m2psnc3rpytggbjzexftu 518 8 S S NNP work_q6u36m2psnc3rpytggbjzexftu 518 9 , , , work_q6u36m2psnc3rpytggbjzexftu 518 10 Belloum Belloum NNP work_q6u36m2psnc3rpytggbjzexftu 518 11 A A NNP work_q6u36m2psnc3rpytggbjzexftu 518 12 , , , work_q6u36m2psnc3rpytggbjzexftu 518 13 Bubak Bubak NNP work_q6u36m2psnc3rpytggbjzexftu 518 14 M M NNP work_q6u36m2psnc3rpytggbjzexftu 518 15 , , , work_q6u36m2psnc3rpytggbjzexftu 518 16 De De NNP work_q6u36m2psnc3rpytggbjzexftu 518 17 Laat Laat NNP work_q6u36m2psnc3rpytggbjzexftu 518 18 C. C. NNP work_q6u36m2psnc3rpytggbjzexftu 518 19 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 518 20 . . . work_q6u36m2psnc3rpytggbjzexftu 519 1 Distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 519 2 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 519 3 on on IN work_q6u36m2psnc3rpytggbjzexftu 519 4 an an DT work_q6u36m2psnc3rpytggbjzexftu 519 5 ensemble ensemble NN work_q6u36m2psnc3rpytggbjzexftu 519 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 519 7 browsers browser NNS work_q6u36m2psnc3rpytggbjzexftu 519 8 . . . work_q6u36m2psnc3rpytggbjzexftu 520 1 Internet internet NN work_q6u36m2psnc3rpytggbjzexftu 520 2 Computing Computing NNP work_q6u36m2psnc3rpytggbjzexftu 520 3 , , , work_q6u36m2psnc3rpytggbjzexftu 520 4 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 520 5 17(5):54–61 17(5):54–61 CD work_q6u36m2psnc3rpytggbjzexftu 520 6 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 520 7 10.1109 10.1109 CD work_q6u36m2psnc3rpytggbjzexftu 520 8 / / SYM work_q6u36m2psnc3rpytggbjzexftu 520 9 MIC.2013.3 MIC.2013.3 NNP work_q6u36m2psnc3rpytggbjzexftu 520 10 . . . work_q6u36m2psnc3rpytggbjzexftu 521 1 Dean Dean NNP work_q6u36m2psnc3rpytggbjzexftu 521 2 J J NNP work_q6u36m2psnc3rpytggbjzexftu 521 3 , , , work_q6u36m2psnc3rpytggbjzexftu 521 4 Corrado Corrado NNP work_q6u36m2psnc3rpytggbjzexftu 521 5 G G NNP work_q6u36m2psnc3rpytggbjzexftu 521 6 , , , work_q6u36m2psnc3rpytggbjzexftu 521 7 Monga Monga NNP work_q6u36m2psnc3rpytggbjzexftu 521 8 R R NNP work_q6u36m2psnc3rpytggbjzexftu 521 9 , , , work_q6u36m2psnc3rpytggbjzexftu 521 10 Chen Chen NNP work_q6u36m2psnc3rpytggbjzexftu 521 11 K K NNP work_q6u36m2psnc3rpytggbjzexftu 521 12 , , , work_q6u36m2psnc3rpytggbjzexftu 521 13 Devin Devin NNP work_q6u36m2psnc3rpytggbjzexftu 521 14 M M NNP work_q6u36m2psnc3rpytggbjzexftu 521 15 , , , work_q6u36m2psnc3rpytggbjzexftu 521 16 Mao Mao NNP work_q6u36m2psnc3rpytggbjzexftu 521 17 M M NNP work_q6u36m2psnc3rpytggbjzexftu 521 18 , , , work_q6u36m2psnc3rpytggbjzexftu 521 19 Ranzato Ranzato NNP work_q6u36m2psnc3rpytggbjzexftu 521 20 M M NNP work_q6u36m2psnc3rpytggbjzexftu 521 21 , , , work_q6u36m2psnc3rpytggbjzexftu 521 22 Senior Senior NNP work_q6u36m2psnc3rpytggbjzexftu 521 23 A A NNP work_q6u36m2psnc3rpytggbjzexftu 521 24 , , , work_q6u36m2psnc3rpytggbjzexftu 521 25 Tucker Tucker NNP work_q6u36m2psnc3rpytggbjzexftu 521 26 P P NNP work_q6u36m2psnc3rpytggbjzexftu 521 27 , , , work_q6u36m2psnc3rpytggbjzexftu 521 28 Yang Yang NNP work_q6u36m2psnc3rpytggbjzexftu 521 29 K K NNP work_q6u36m2psnc3rpytggbjzexftu 521 30 , , , work_q6u36m2psnc3rpytggbjzexftu 521 31 Le Le NNP work_q6u36m2psnc3rpytggbjzexftu 521 32 QV QV NNP work_q6u36m2psnc3rpytggbjzexftu 521 33 , , , work_q6u36m2psnc3rpytggbjzexftu 521 34 Ng Ng NNP work_q6u36m2psnc3rpytggbjzexftu 521 35 AY AY NNP work_q6u36m2psnc3rpytggbjzexftu 521 36 . . . work_q6u36m2psnc3rpytggbjzexftu 522 1 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 522 2 . . . work_q6u36m2psnc3rpytggbjzexftu 523 1 Large large JJ work_q6u36m2psnc3rpytggbjzexftu 523 2 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 523 3 distributed distribute VBD work_q6u36m2psnc3rpytggbjzexftu 523 4 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 523 5 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 523 6 . . . work_q6u36m2psnc3rpytggbjzexftu 524 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 524 2 : : : work_q6u36m2psnc3rpytggbjzexftu 524 3 Pereira Pereira NNP work_q6u36m2psnc3rpytggbjzexftu 524 4 F F NNP work_q6u36m2psnc3rpytggbjzexftu 524 5 , , , work_q6u36m2psnc3rpytggbjzexftu 524 6 Burges Burges NNP work_q6u36m2psnc3rpytggbjzexftu 524 7 CJC CJC NNP work_q6u36m2psnc3rpytggbjzexftu 524 8 , , , work_q6u36m2psnc3rpytggbjzexftu 524 9 Bottou Bottou NNP work_q6u36m2psnc3rpytggbjzexftu 524 10 L L NNP work_q6u36m2psnc3rpytggbjzexftu 524 11 , , , work_q6u36m2psnc3rpytggbjzexftu 524 12 Weinberger Weinberger NNP work_q6u36m2psnc3rpytggbjzexftu 524 13 KQ KQ NNP work_q6u36m2psnc3rpytggbjzexftu 524 14 , , , work_q6u36m2psnc3rpytggbjzexftu 524 15 eds eds NNP work_q6u36m2psnc3rpytggbjzexftu 524 16 . . . work_q6u36m2psnc3rpytggbjzexftu 525 1 Advances advance NNS work_q6u36m2psnc3rpytggbjzexftu 525 2 in in IN work_q6u36m2psnc3rpytggbjzexftu 525 3 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 525 4 information information NN work_q6u36m2psnc3rpytggbjzexftu 525 5 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 525 6 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 525 7 . . . work_q6u36m2psnc3rpytggbjzexftu 526 1 Red Red NNP work_q6u36m2psnc3rpytggbjzexftu 526 2 Hook Hook NNP work_q6u36m2psnc3rpytggbjzexftu 526 3 : : : work_q6u36m2psnc3rpytggbjzexftu 526 4 Curran Curran NNP work_q6u36m2psnc3rpytggbjzexftu 526 5 Associates Associates NNPS work_q6u36m2psnc3rpytggbjzexftu 526 6 , , , work_q6u36m2psnc3rpytggbjzexftu 526 7 1223–1231 1223–1231 CD work_q6u36m2psnc3rpytggbjzexftu 526 8 . . . work_q6u36m2psnc3rpytggbjzexftu 527 1 Dean Dean NNP work_q6u36m2psnc3rpytggbjzexftu 527 2 J J NNP work_q6u36m2psnc3rpytggbjzexftu 527 3 , , , work_q6u36m2psnc3rpytggbjzexftu 527 4 Ghemawat Ghemawat NNP work_q6u36m2psnc3rpytggbjzexftu 527 5 S. S. NNP work_q6u36m2psnc3rpytggbjzexftu 527 6 2008 2008 CD work_q6u36m2psnc3rpytggbjzexftu 527 7 . . . work_q6u36m2psnc3rpytggbjzexftu 528 1 MapReduce mapreduce NN work_q6u36m2psnc3rpytggbjzexftu 528 2 : : : work_q6u36m2psnc3rpytggbjzexftu 528 3 simplified simplify VBN work_q6u36m2psnc3rpytggbjzexftu 528 4 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 528 5 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 528 6 on on IN work_q6u36m2psnc3rpytggbjzexftu 528 7 large large JJ work_q6u36m2psnc3rpytggbjzexftu 528 8 clusters cluster NNS work_q6u36m2psnc3rpytggbjzexftu 528 9 . . . work_q6u36m2psnc3rpytggbjzexftu 529 1 Communications communication NNS work_q6u36m2psnc3rpytggbjzexftu 529 2 of of IN work_q6u36m2psnc3rpytggbjzexftu 529 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 529 4 ACM ACM NNP work_q6u36m2psnc3rpytggbjzexftu 529 5 51(1):107–113 51(1):107–113 CD work_q6u36m2psnc3rpytggbjzexftu 529 6 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 529 7 10.1145/1327452.1327492 10.1145/1327452.1327492 NNS work_q6u36m2psnc3rpytggbjzexftu 529 8 . . . work_q6u36m2psnc3rpytggbjzexftu 530 1 Duchi Duchi NNP work_q6u36m2psnc3rpytggbjzexftu 530 2 J J NNP work_q6u36m2psnc3rpytggbjzexftu 530 3 , , , work_q6u36m2psnc3rpytggbjzexftu 530 4 Hazan Hazan NNP work_q6u36m2psnc3rpytggbjzexftu 530 5 E E NNP work_q6u36m2psnc3rpytggbjzexftu 530 6 , , , work_q6u36m2psnc3rpytggbjzexftu 530 7 Singer Singer NNP work_q6u36m2psnc3rpytggbjzexftu 530 8 Y. Y. NNP work_q6u36m2psnc3rpytggbjzexftu 531 1 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 531 2 . . . work_q6u36m2psnc3rpytggbjzexftu 532 1 Adaptive adaptive JJ work_q6u36m2psnc3rpytggbjzexftu 532 2 subgradient subgradient NN work_q6u36m2psnc3rpytggbjzexftu 532 3 methods method NNS work_q6u36m2psnc3rpytggbjzexftu 532 4 for for IN work_q6u36m2psnc3rpytggbjzexftu 532 5 online online JJ work_q6u36m2psnc3rpytggbjzexftu 532 6 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 532 7 and and CC work_q6u36m2psnc3rpytggbjzexftu 532 8 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 532 9 optimization optimization NN work_q6u36m2psnc3rpytggbjzexftu 532 10 . . . work_q6u36m2psnc3rpytggbjzexftu 533 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 533 2 Journal Journal NNP work_q6u36m2psnc3rpytggbjzexftu 533 3 of of IN work_q6u36m2psnc3rpytggbjzexftu 533 4 Machine Machine NNP work_q6u36m2psnc3rpytggbjzexftu 533 5 Learning Learning NNP work_q6u36m2psnc3rpytggbjzexftu 533 6 Research Research NNP work_q6u36m2psnc3rpytggbjzexftu 533 7 12:2121–2159 12:2121–2159 CD work_q6u36m2psnc3rpytggbjzexftu 533 8 . . . work_q6u36m2psnc3rpytggbjzexftu 534 1 Dwork Dwork NNP work_q6u36m2psnc3rpytggbjzexftu 534 2 C. C. NNP work_q6u36m2psnc3rpytggbjzexftu 534 3 2008 2008 CD work_q6u36m2psnc3rpytggbjzexftu 534 4 . . . work_q6u36m2psnc3rpytggbjzexftu 535 1 Differential differential NN work_q6u36m2psnc3rpytggbjzexftu 535 2 privacy privacy NN work_q6u36m2psnc3rpytggbjzexftu 535 3 : : : work_q6u36m2psnc3rpytggbjzexftu 535 4 a a DT work_q6u36m2psnc3rpytggbjzexftu 535 5 survey survey NN work_q6u36m2psnc3rpytggbjzexftu 535 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 535 7 results result NNS work_q6u36m2psnc3rpytggbjzexftu 535 8 . . . work_q6u36m2psnc3rpytggbjzexftu 536 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 536 2 : : : work_q6u36m2psnc3rpytggbjzexftu 536 3 Theory theory NN work_q6u36m2psnc3rpytggbjzexftu 536 4 and and CC work_q6u36m2psnc3rpytggbjzexftu 536 5 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 536 6 of of IN work_q6u36m2psnc3rpytggbjzexftu 536 7 models model NNS work_q6u36m2psnc3rpytggbjzexftu 536 8 of of IN work_q6u36m2psnc3rpytggbjzexftu 536 9 computation computation NN work_q6u36m2psnc3rpytggbjzexftu 536 10 . . . work_q6u36m2psnc3rpytggbjzexftu 537 1 New New NNP work_q6u36m2psnc3rpytggbjzexftu 537 2 York York NNP work_q6u36m2psnc3rpytggbjzexftu 537 3 : : : work_q6u36m2psnc3rpytggbjzexftu 537 4 Springer Springer NNP work_q6u36m2psnc3rpytggbjzexftu 537 5 , , , work_q6u36m2psnc3rpytggbjzexftu 537 6 1–19 1–19 CD work_q6u36m2psnc3rpytggbjzexftu 537 7 . . . work_q6u36m2psnc3rpytggbjzexftu 538 1 Han Han NNP work_q6u36m2psnc3rpytggbjzexftu 538 2 S S NNP work_q6u36m2psnc3rpytggbjzexftu 538 3 , , , work_q6u36m2psnc3rpytggbjzexftu 538 4 Ng Ng NNP work_q6u36m2psnc3rpytggbjzexftu 538 5 WK WK NNP work_q6u36m2psnc3rpytggbjzexftu 538 6 , , , work_q6u36m2psnc3rpytggbjzexftu 538 7 Wan Wan NNP work_q6u36m2psnc3rpytggbjzexftu 538 8 L L NNP work_q6u36m2psnc3rpytggbjzexftu 538 9 , , , work_q6u36m2psnc3rpytggbjzexftu 538 10 Lee Lee NNP work_q6u36m2psnc3rpytggbjzexftu 538 11 V. V. NNP work_q6u36m2psnc3rpytggbjzexftu 538 12 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 538 13 . . . work_q6u36m2psnc3rpytggbjzexftu 539 1 Privacy privacy NN work_q6u36m2psnc3rpytggbjzexftu 539 2 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 539 3 preserving preserve VBG work_q6u36m2psnc3rpytggbjzexftu 539 4 gradient gradient NN work_q6u36m2psnc3rpytggbjzexftu 539 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 539 6 descent descent NN work_q6u36m2psnc3rpytggbjzexftu 539 7 methods method NNS work_q6u36m2psnc3rpytggbjzexftu 539 8 . . . work_q6u36m2psnc3rpytggbjzexftu 540 1 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 540 2 Transactions transaction NNS work_q6u36m2psnc3rpytggbjzexftu 540 3 on on IN work_q6u36m2psnc3rpytggbjzexftu 540 4 Knowledge Knowledge NNP work_q6u36m2psnc3rpytggbjzexftu 540 5 and and CC work_q6u36m2psnc3rpytggbjzexftu 540 6 Data Data NNP work_q6u36m2psnc3rpytggbjzexftu 540 7 Engineering Engineering NNP work_q6u36m2psnc3rpytggbjzexftu 540 8 22(6):884–899 22(6):884–899 CD work_q6u36m2psnc3rpytggbjzexftu 540 9 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 540 10 10.1109 10.1109 CD work_q6u36m2psnc3rpytggbjzexftu 540 11 / / SYM work_q6u36m2psnc3rpytggbjzexftu 540 12 TKDE.2009.153 TKDE.2009.153 NNP work_q6u36m2psnc3rpytggbjzexftu 540 13 . . . work_q6u36m2psnc3rpytggbjzexftu 541 1 Hinton Hinton NNP work_q6u36m2psnc3rpytggbjzexftu 541 2 G G NNP work_q6u36m2psnc3rpytggbjzexftu 541 3 , , , work_q6u36m2psnc3rpytggbjzexftu 541 4 Deng Deng NNP work_q6u36m2psnc3rpytggbjzexftu 541 5 L L NNP work_q6u36m2psnc3rpytggbjzexftu 541 6 , , , work_q6u36m2psnc3rpytggbjzexftu 541 7 Yu Yu NNP work_q6u36m2psnc3rpytggbjzexftu 541 8 D D NNP work_q6u36m2psnc3rpytggbjzexftu 541 9 , , , work_q6u36m2psnc3rpytggbjzexftu 541 10 Dahl Dahl NNP work_q6u36m2psnc3rpytggbjzexftu 541 11 GE GE NNP work_q6u36m2psnc3rpytggbjzexftu 541 12 , , , work_q6u36m2psnc3rpytggbjzexftu 541 13 Mohamed Mohamed NNP work_q6u36m2psnc3rpytggbjzexftu 541 14 A A NNP work_q6u36m2psnc3rpytggbjzexftu 541 15 , , , work_q6u36m2psnc3rpytggbjzexftu 541 16 Jaitly jaitly RB work_q6u36m2psnc3rpytggbjzexftu 541 17 N N NNP work_q6u36m2psnc3rpytggbjzexftu 541 18 , , , work_q6u36m2psnc3rpytggbjzexftu 541 19 Senior Senior NNP work_q6u36m2psnc3rpytggbjzexftu 541 20 A A NNP work_q6u36m2psnc3rpytggbjzexftu 541 21 , , , work_q6u36m2psnc3rpytggbjzexftu 541 22 Vanhoucke Vanhoucke NNP work_q6u36m2psnc3rpytggbjzexftu 541 23 V V NNP work_q6u36m2psnc3rpytggbjzexftu 541 24 , , , work_q6u36m2psnc3rpytggbjzexftu 541 25 Nguyen Nguyen NNP work_q6u36m2psnc3rpytggbjzexftu 541 26 P P NNP work_q6u36m2psnc3rpytggbjzexftu 541 27 , , , work_q6u36m2psnc3rpytggbjzexftu 541 28 Sainath Sainath NNP work_q6u36m2psnc3rpytggbjzexftu 541 29 TN TN NNP work_q6u36m2psnc3rpytggbjzexftu 541 30 , , , work_q6u36m2psnc3rpytggbjzexftu 541 31 Kingsbury Kingsbury NNP work_q6u36m2psnc3rpytggbjzexftu 541 32 B. B. NNP work_q6u36m2psnc3rpytggbjzexftu 542 1 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 542 2 . . . work_q6u36m2psnc3rpytggbjzexftu 543 1 Deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 543 2 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 543 3 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 543 4 for for IN work_q6u36m2psnc3rpytggbjzexftu 543 5 acoustic acoustic JJ work_q6u36m2psnc3rpytggbjzexftu 543 6 modeling modeling NN work_q6u36m2psnc3rpytggbjzexftu 543 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 543 8 speech speech NN work_q6u36m2psnc3rpytggbjzexftu 543 9 recognition recognition NN work_q6u36m2psnc3rpytggbjzexftu 543 10 : : : work_q6u36m2psnc3rpytggbjzexftu 543 11 the the DT work_q6u36m2psnc3rpytggbjzexftu 543 12 shared shared JJ work_q6u36m2psnc3rpytggbjzexftu 543 13 views view NNS work_q6u36m2psnc3rpytggbjzexftu 543 14 of of IN work_q6u36m2psnc3rpytggbjzexftu 543 15 four four CD work_q6u36m2psnc3rpytggbjzexftu 543 16 research research NN work_q6u36m2psnc3rpytggbjzexftu 543 17 groups group NNS work_q6u36m2psnc3rpytggbjzexftu 543 18 . . . work_q6u36m2psnc3rpytggbjzexftu 544 1 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 544 2 Signal Signal NNP work_q6u36m2psnc3rpytggbjzexftu 544 3 Processing Processing NNP work_q6u36m2psnc3rpytggbjzexftu 544 4 Magazine Magazine NNP work_q6u36m2psnc3rpytggbjzexftu 544 5 29(6):82–97 29(6):82–97 CD work_q6u36m2psnc3rpytggbjzexftu 544 6 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 544 7 10.1109 10.1109 CD work_q6u36m2psnc3rpytggbjzexftu 544 8 / / SYM work_q6u36m2psnc3rpytggbjzexftu 544 9 MSP.2012.2205597 MSP.2012.2205597 NNP work_q6u36m2psnc3rpytggbjzexftu 544 10 . . . work_q6u36m2psnc3rpytggbjzexftu 545 1 IETF IETF NNP work_q6u36m2psnc3rpytggbjzexftu 545 2 . . . work_q6u36m2psnc3rpytggbjzexftu 546 1 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 546 2 . . . work_q6u36m2psnc3rpytggbjzexftu 547 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 547 2 websocket websocket NN work_q6u36m2psnc3rpytggbjzexftu 547 3 protocol protocol NN work_q6u36m2psnc3rpytggbjzexftu 547 4 . . . work_q6u36m2psnc3rpytggbjzexftu 548 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 548 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 548 3 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 NN work_q6u36m2psnc3rpytggbjzexftu 548 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 548 5 accessed access VBN work_q6u36m2psnc3rpytggbjzexftu 548 6 4 4 CD work_q6u36m2psnc3rpytggbjzexftu 548 7 December December NNP work_q6u36m2psnc3rpytggbjzexftu 548 8 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 548 9 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 548 10 . . . work_q6u36m2psnc3rpytggbjzexftu 549 1 Jia Jia NNP work_q6u36m2psnc3rpytggbjzexftu 549 2 Y Y NNP work_q6u36m2psnc3rpytggbjzexftu 549 3 , , , work_q6u36m2psnc3rpytggbjzexftu 549 4 Shelhamer Shelhamer NNP work_q6u36m2psnc3rpytggbjzexftu 549 5 E E NNP work_q6u36m2psnc3rpytggbjzexftu 549 6 , , , work_q6u36m2psnc3rpytggbjzexftu 549 7 Donahue Donahue NNP work_q6u36m2psnc3rpytggbjzexftu 549 8 J J NNP work_q6u36m2psnc3rpytggbjzexftu 549 9 , , , work_q6u36m2psnc3rpytggbjzexftu 549 10 Karayev Karayev NNP work_q6u36m2psnc3rpytggbjzexftu 549 11 S S NNP work_q6u36m2psnc3rpytggbjzexftu 549 12 , , , work_q6u36m2psnc3rpytggbjzexftu 549 13 Long Long NNP work_q6u36m2psnc3rpytggbjzexftu 549 14 J J NNP work_q6u36m2psnc3rpytggbjzexftu 549 15 , , , work_q6u36m2psnc3rpytggbjzexftu 549 16 Girshick Girshick NNP work_q6u36m2psnc3rpytggbjzexftu 549 17 R R NNP work_q6u36m2psnc3rpytggbjzexftu 549 18 , , , work_q6u36m2psnc3rpytggbjzexftu 549 19 Guadarrama Guadarrama NNP work_q6u36m2psnc3rpytggbjzexftu 549 20 S S NNP work_q6u36m2psnc3rpytggbjzexftu 549 21 , , , work_q6u36m2psnc3rpytggbjzexftu 549 22 Darrell Darrell NNP work_q6u36m2psnc3rpytggbjzexftu 549 23 T. T. NNP work_q6u36m2psnc3rpytggbjzexftu 549 24 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 549 25 . . . work_q6u36m2psnc3rpytggbjzexftu 550 1 Caffe Caffe NNP work_q6u36m2psnc3rpytggbjzexftu 550 2 : : : work_q6u36m2psnc3rpytggbjzexftu 550 3 convolutional convolutional JJ work_q6u36m2psnc3rpytggbjzexftu 550 4 architecture architecture NN work_q6u36m2psnc3rpytggbjzexftu 550 5 for for IN work_q6u36m2psnc3rpytggbjzexftu 550 6 fast fast JJ work_q6u36m2psnc3rpytggbjzexftu 550 7 feature feature NN work_q6u36m2psnc3rpytggbjzexftu 550 8 embedding embed VBG work_q6u36m2psnc3rpytggbjzexftu 550 9 . . . work_q6u36m2psnc3rpytggbjzexftu 551 1 ArXiv ArXiv NNP work_q6u36m2psnc3rpytggbjzexftu 551 2 preprint preprint NN work_q6u36m2psnc3rpytggbjzexftu 551 3 . . . work_q6u36m2psnc3rpytggbjzexftu 552 1 arXiv:1408.5093 arxiv:1408.5093 UH work_q6u36m2psnc3rpytggbjzexftu 552 2 . . . work_q6u36m2psnc3rpytggbjzexftu 553 1 Karpathy Karpathy NNP work_q6u36m2psnc3rpytggbjzexftu 553 2 A. A. NNP work_q6u36m2psnc3rpytggbjzexftu 554 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 554 2 . . . work_q6u36m2psnc3rpytggbjzexftu 555 1 ConvNetJS ConvNetJS NNP work_q6u36m2psnc3rpytggbjzexftu 555 2 Deep Deep NNP work_q6u36m2psnc3rpytggbjzexftu 555 3 Learning Learning NNP work_q6u36m2psnc3rpytggbjzexftu 555 4 in in IN work_q6u36m2psnc3rpytggbjzexftu 555 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 555 6 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 555 7 . . . work_q6u36m2psnc3rpytggbjzexftu 556 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 556 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 556 3 http://www.convnetjs http://www.convnetjs NNP work_q6u36m2psnc3rpytggbjzexftu 556 4 . . . work_q6u36m2psnc3rpytggbjzexftu 557 1 com com NNP work_q6u36m2psnc3rpytggbjzexftu 557 2 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 557 3 accessed access VBN work_q6u36m2psnc3rpytggbjzexftu 557 4 9 9 CD work_q6u36m2psnc3rpytggbjzexftu 557 5 July July NNP work_q6u36m2psnc3rpytggbjzexftu 557 6 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 557 7 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 557 8 . . . work_q6u36m2psnc3rpytggbjzexftu 558 1 Khan Khan NNP work_q6u36m2psnc3rpytggbjzexftu 558 2 F F NNP work_q6u36m2psnc3rpytggbjzexftu 558 3 , , , work_q6u36m2psnc3rpytggbjzexftu 558 4 Foley Foley NNP work_q6u36m2psnc3rpytggbjzexftu 558 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 558 6 Bourgon Bourgon NNP work_q6u36m2psnc3rpytggbjzexftu 558 7 V V NNP work_q6u36m2psnc3rpytggbjzexftu 558 8 , , , work_q6u36m2psnc3rpytggbjzexftu 558 9 Kathrotia Kathrotia NNP work_q6u36m2psnc3rpytggbjzexftu 558 10 S S NNP work_q6u36m2psnc3rpytggbjzexftu 558 11 , , , work_q6u36m2psnc3rpytggbjzexftu 558 12 Lavoie Lavoie NNP work_q6u36m2psnc3rpytggbjzexftu 558 13 E E NNP work_q6u36m2psnc3rpytggbjzexftu 558 14 , , , work_q6u36m2psnc3rpytggbjzexftu 558 15 Hendren Hendren NNP work_q6u36m2psnc3rpytggbjzexftu 558 16 L. L. NNP work_q6u36m2psnc3rpytggbjzexftu 558 17 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 558 18 . . . work_q6u36m2psnc3rpytggbjzexftu 559 1 Using use VBG work_q6u36m2psnc3rpytggbjzexftu 559 2 Javascript Javascript NNP work_q6u36m2psnc3rpytggbjzexftu 559 3 and and CC work_q6u36m2psnc3rpytggbjzexftu 559 4 WebCL WebCL NNP work_q6u36m2psnc3rpytggbjzexftu 559 5 for for IN work_q6u36m2psnc3rpytggbjzexftu 559 6 numerical numerical JJ work_q6u36m2psnc3rpytggbjzexftu 559 7 computations computation NNS work_q6u36m2psnc3rpytggbjzexftu 559 8 : : : work_q6u36m2psnc3rpytggbjzexftu 559 9 a a DT work_q6u36m2psnc3rpytggbjzexftu 559 10 comparative comparative JJ work_q6u36m2psnc3rpytggbjzexftu 559 11 study study NN work_q6u36m2psnc3rpytggbjzexftu 559 12 of of IN work_q6u36m2psnc3rpytggbjzexftu 559 13 native native JJ work_q6u36m2psnc3rpytggbjzexftu 559 14 and and CC work_q6u36m2psnc3rpytggbjzexftu 559 15 web web NN work_q6u36m2psnc3rpytggbjzexftu 559 16 technologies technology NNS work_q6u36m2psnc3rpytggbjzexftu 559 17 . . . work_q6u36m2psnc3rpytggbjzexftu 560 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 560 2 : : : work_q6u36m2psnc3rpytggbjzexftu 560 3 Proceedings proceeding NNS work_q6u36m2psnc3rpytggbjzexftu 560 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 560 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 560 6 10th 10th JJ work_q6u36m2psnc3rpytggbjzexftu 560 7 ACM ACM NNP work_q6u36m2psnc3rpytggbjzexftu 560 8 symposium symposium NN work_q6u36m2psnc3rpytggbjzexftu 560 9 on on IN work_q6u36m2psnc3rpytggbjzexftu 560 10 dynamic dynamic JJ work_q6u36m2psnc3rpytggbjzexftu 560 11 languages language NNS work_q6u36m2psnc3rpytggbjzexftu 560 12 . . . work_q6u36m2psnc3rpytggbjzexftu 561 1 New New NNP work_q6u36m2psnc3rpytggbjzexftu 561 2 York York NNP work_q6u36m2psnc3rpytggbjzexftu 561 3 : : : work_q6u36m2psnc3rpytggbjzexftu 561 4 ACM ACM NNP work_q6u36m2psnc3rpytggbjzexftu 561 5 , , , work_q6u36m2psnc3rpytggbjzexftu 561 6 91–102 91–102 CD work_q6u36m2psnc3rpytggbjzexftu 561 7 . . . work_q6u36m2psnc3rpytggbjzexftu 562 1 Krizhevsky Krizhevsky NNP work_q6u36m2psnc3rpytggbjzexftu 562 2 A A NNP work_q6u36m2psnc3rpytggbjzexftu 562 3 , , , work_q6u36m2psnc3rpytggbjzexftu 562 4 Sutskever Sutskever NNP work_q6u36m2psnc3rpytggbjzexftu 562 5 I I NNP work_q6u36m2psnc3rpytggbjzexftu 562 6 , , , work_q6u36m2psnc3rpytggbjzexftu 562 7 Hinton Hinton NNP work_q6u36m2psnc3rpytggbjzexftu 562 8 GE GE NNP work_q6u36m2psnc3rpytggbjzexftu 562 9 . . . work_q6u36m2psnc3rpytggbjzexftu 563 1 2012 2012 CD work_q6u36m2psnc3rpytggbjzexftu 563 2 . . . work_q6u36m2psnc3rpytggbjzexftu 564 1 Imagenet imagenet NN work_q6u36m2psnc3rpytggbjzexftu 564 2 classification classification NN work_q6u36m2psnc3rpytggbjzexftu 564 3 with with IN work_q6u36m2psnc3rpytggbjzexftu 564 4 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 564 5 convolutional convolutional JJ work_q6u36m2psnc3rpytggbjzexftu 564 6 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 564 7 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 564 8 . . . work_q6u36m2psnc3rpytggbjzexftu 565 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 565 2 : : : work_q6u36m2psnc3rpytggbjzexftu 565 3 Advances advance NNS work_q6u36m2psnc3rpytggbjzexftu 565 4 in in IN work_q6u36m2psnc3rpytggbjzexftu 565 5 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 565 6 information information NN work_q6u36m2psnc3rpytggbjzexftu 565 7 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 565 8 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 565 9 . . . work_q6u36m2psnc3rpytggbjzexftu 566 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 566 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 566 3 http://papers http://papers NNP work_q6u36m2psnc3rpytggbjzexftu 566 4 . . . work_q6u36m2psnc3rpytggbjzexftu 567 1 nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks NNP work_q6u36m2psnc3rpytggbjzexftu 567 2 . . . work_q6u36m2psnc3rpytggbjzexftu 568 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 568 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 568 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 568 4 . . . work_q6u36m2psnc3rpytggbjzexftu 569 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 569 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 569 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 569 4 , , , work_q6u36m2psnc3rpytggbjzexftu 569 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 569 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 569 7 . . . work_q6u36m2psnc3rpytggbjzexftu 570 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 570 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 570 3 , , , work_q6u36m2psnc3rpytggbjzexftu 570 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 570 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 570 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 570 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 570 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 570 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 570 10 23/24 23/24 CD work_q6u36m2psnc3rpytggbjzexftu 570 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 570 12 http://dx.doi.org/10.1109/TIT.2006.874516 http://dx.doi.org/10.1109/TIT.2006.874516 NNP work_q6u36m2psnc3rpytggbjzexftu 570 13 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 14 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 15 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 16 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 17 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 18 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 19 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 20 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 21 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 22 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 23 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 24 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 25 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 26 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 27 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 28 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 29 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 30 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 31 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 32 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 33 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 34 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 35 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 36 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 37 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 38 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 39 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 40 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 41 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 42 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=JS_API NNP work_q6u36m2psnc3rpytggbjzexftu 570 43 http://caniuse.com/#cats=JS_API http://caniuse.com/#cats=js_api NN work_q6u36m2psnc3rpytggbjzexftu 570 44 http://dx.doi.org/10.1128/IAI.00908-10 http://dx.doi.org/10.1128/IAI.00908-10 NNP work_q6u36m2psnc3rpytggbjzexftu 570 45 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 46 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 47 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 48 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 49 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 50 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 51 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 52 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 53 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 54 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 55 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 56 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 57 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 58 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 59 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 60 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 61 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 62 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 63 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 64 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 65 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 66 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 67 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 68 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 69 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 70 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 71 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 72 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 73 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 74 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 75 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 76 https://developers.google.com/v8 https://developers.google.com/v8 NNP work_q6u36m2psnc3rpytggbjzexftu 570 77 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 78 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 79 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 80 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 81 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 82 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 83 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 84 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 85 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 86 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 87 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 88 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 89 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 90 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 91 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 92 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 93 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 94 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 95 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 96 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 97 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 98 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 99 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 100 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 101 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 102 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 103 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 104 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 105 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 106 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 107 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 108 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 109 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 110 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 111 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 112 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 113 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 114 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 115 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 116 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 117 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 118 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 119 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 120 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 121 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 122 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 123 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 124 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 125 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 126 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 127 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 128 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 129 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 130 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 131 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 132 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 133 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 134 http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf http://ronan.collobert.com/pub/matos/2011_torch7_nipsw.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 570 135 http://dx.doi.org/10.1109/MIC.2013.3 http://dx.doi.org/10.1109/mic.2013.3 ADD work_q6u36m2psnc3rpytggbjzexftu 570 136 http://dx.doi.org/10.1145/1327452.1327492 http://dx.doi.org/10.1145/1327452.1327492 NNP work_q6u36m2psnc3rpytggbjzexftu 570 137 http://dx.doi.org/10.1109/TKDE.2009.153 http://dx.doi.org/10.1109/TKDE.2009.153 NNP work_q6u36m2psnc3rpytggbjzexftu 570 138 http://dx.doi.org/10.1109/MSP.2012.2205597 http://dx.doi.org/10.1109/msp.2012.2205597 VB work_q6u36m2psnc3rpytggbjzexftu 570 139 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 140 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 141 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 142 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 143 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 144 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 145 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 146 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 147 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 148 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 149 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 150 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 151 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 152 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 153 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 154 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 155 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 156 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 157 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 158 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 159 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 160 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 161 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 162 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 163 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 164 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 165 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 166 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 167 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 168 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 169 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 170 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 171 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 UH work_q6u36m2psnc3rpytggbjzexftu 570 172 http://tools.ietf.org/html/rfc6455 http://tools.ietf.org/html/rfc6455 NNP work_q6u36m2psnc3rpytggbjzexftu 570 173 http://arxiv.org/abs/1408.5093 http://arxiv.org/abs/1408.5093 NNP work_q6u36m2psnc3rpytggbjzexftu 570 174 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 175 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 176 http://www.convnetjs.com http://www.convnetjs.com NNS work_q6u36m2psnc3rpytggbjzexftu 570 177 http://www.convnetjs.com http://www.convnetjs.com NNS work_q6u36m2psnc3rpytggbjzexftu 570 178 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 179 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 180 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 181 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 182 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 183 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 184 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 185 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 186 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 187 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 188 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 189 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 190 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 191 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 192 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 193 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 194 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 195 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 196 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 197 http://www.convnetjs.com http://www.convnetjs.com ADD work_q6u36m2psnc3rpytggbjzexftu 570 198 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-network NNS work_q6u36m2psnc3rpytggbjzexftu 570 199 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 200 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 201 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 202 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 203 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 204 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 205 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 206 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 207 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 208 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 209 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 210 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 211 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 212 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 213 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 214 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 215 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 216 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 217 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 218 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 219 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 220 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 221 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 222 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 223 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 224 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 225 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 226 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 227 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 228 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 229 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 230 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 231 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 232 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 233 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 234 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 235 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 236 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 237 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 238 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 239 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 240 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 241 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 242 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 243 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 244 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 245 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 246 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 247 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 248 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 249 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 250 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 251 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 252 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 253 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 254 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 255 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 256 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 257 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 258 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 259 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 260 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 261 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 262 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 263 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 264 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 265 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 266 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 267 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 268 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 269 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 270 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 271 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 272 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 273 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 274 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 275 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 276 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 277 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 278 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 279 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 280 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 281 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 282 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 283 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 284 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 285 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 286 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 287 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 288 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 289 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 290 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 291 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 292 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 293 http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks ADD work_q6u36m2psnc3rpytggbjzexftu 570 294 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 570 295 Lane Lane NNP work_q6u36m2psnc3rpytggbjzexftu 570 296 TJ TJ NNP work_q6u36m2psnc3rpytggbjzexftu 570 297 , , , work_q6u36m2psnc3rpytggbjzexftu 570 298 Shukla Shukla NNP work_q6u36m2psnc3rpytggbjzexftu 570 299 D D NNP work_q6u36m2psnc3rpytggbjzexftu 570 300 , , , work_q6u36m2psnc3rpytggbjzexftu 570 301 Beauchamp Beauchamp NNP work_q6u36m2psnc3rpytggbjzexftu 570 302 KA KA NNP work_q6u36m2psnc3rpytggbjzexftu 570 303 , , , work_q6u36m2psnc3rpytggbjzexftu 570 304 Pande Pande NNP work_q6u36m2psnc3rpytggbjzexftu 570 305 VS VS NNP work_q6u36m2psnc3rpytggbjzexftu 570 306 . . . work_q6u36m2psnc3rpytggbjzexftu 570 307 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 570 308 . . . work_q6u36m2psnc3rpytggbjzexftu 571 1 To to IN work_q6u36m2psnc3rpytggbjzexftu 571 2 milliseconds millisecond NNS work_q6u36m2psnc3rpytggbjzexftu 571 3 and and CC work_q6u36m2psnc3rpytggbjzexftu 571 4 beyond beyond IN work_q6u36m2psnc3rpytggbjzexftu 571 5 : : : work_q6u36m2psnc3rpytggbjzexftu 571 6 challenges challenge NNS work_q6u36m2psnc3rpytggbjzexftu 571 7 in in IN work_q6u36m2psnc3rpytggbjzexftu 571 8 the the DT work_q6u36m2psnc3rpytggbjzexftu 571 9 simulation simulation NN work_q6u36m2psnc3rpytggbjzexftu 571 10 of of IN work_q6u36m2psnc3rpytggbjzexftu 571 11 protein protein NN work_q6u36m2psnc3rpytggbjzexftu 571 12 folding folding NN work_q6u36m2psnc3rpytggbjzexftu 571 13 . . . work_q6u36m2psnc3rpytggbjzexftu 572 1 Current current JJ work_q6u36m2psnc3rpytggbjzexftu 572 2 Opinion Opinion NNP work_q6u36m2psnc3rpytggbjzexftu 572 3 in in IN work_q6u36m2psnc3rpytggbjzexftu 572 4 Structural Structural NNP work_q6u36m2psnc3rpytggbjzexftu 572 5 Biology Biology NNP work_q6u36m2psnc3rpytggbjzexftu 572 6 23(1):58–65 23(1):58–65 CD work_q6u36m2psnc3rpytggbjzexftu 572 7 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 572 8 10.1016 10.1016 CD work_q6u36m2psnc3rpytggbjzexftu 572 9 / / SYM work_q6u36m2psnc3rpytggbjzexftu 572 10 j.sbi.2012.11.002 j.sbi.2012.11.002 NNP work_q6u36m2psnc3rpytggbjzexftu 572 11 . . . work_q6u36m2psnc3rpytggbjzexftu 573 1 Li Li NNP work_q6u36m2psnc3rpytggbjzexftu 573 2 M M NNP work_q6u36m2psnc3rpytggbjzexftu 573 3 , , , work_q6u36m2psnc3rpytggbjzexftu 573 4 Andersen Andersen NNP work_q6u36m2psnc3rpytggbjzexftu 573 5 DG DG NNP work_q6u36m2psnc3rpytggbjzexftu 573 6 , , , work_q6u36m2psnc3rpytggbjzexftu 573 7 Park Park NNP work_q6u36m2psnc3rpytggbjzexftu 573 8 JW JW NNP work_q6u36m2psnc3rpytggbjzexftu 573 9 , , , work_q6u36m2psnc3rpytggbjzexftu 573 10 Smola Smola NNP work_q6u36m2psnc3rpytggbjzexftu 573 11 AJ AJ NNP work_q6u36m2psnc3rpytggbjzexftu 573 12 , , , work_q6u36m2psnc3rpytggbjzexftu 573 13 Ahmed Ahmed NNP work_q6u36m2psnc3rpytggbjzexftu 573 14 A A NNP work_q6u36m2psnc3rpytggbjzexftu 573 15 , , , work_q6u36m2psnc3rpytggbjzexftu 573 16 Josifovski Josifovski NNP work_q6u36m2psnc3rpytggbjzexftu 573 17 V V NNP work_q6u36m2psnc3rpytggbjzexftu 573 18 , , , work_q6u36m2psnc3rpytggbjzexftu 573 19 Long Long NNP work_q6u36m2psnc3rpytggbjzexftu 573 20 J J NNP work_q6u36m2psnc3rpytggbjzexftu 573 21 , , , work_q6u36m2psnc3rpytggbjzexftu 573 22 Shekita Shekita NNP work_q6u36m2psnc3rpytggbjzexftu 573 23 EJ EJ NNP work_q6u36m2psnc3rpytggbjzexftu 573 24 , , , work_q6u36m2psnc3rpytggbjzexftu 573 25 Su Su NNP work_q6u36m2psnc3rpytggbjzexftu 573 26 B B NNP work_q6u36m2psnc3rpytggbjzexftu 573 27 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 573 28 Y. Y. NNP work_q6u36m2psnc3rpytggbjzexftu 574 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 574 2 . . . work_q6u36m2psnc3rpytggbjzexftu 575 1 Scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 575 2 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 575 3 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 575 4 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 575 5 with with IN work_q6u36m2psnc3rpytggbjzexftu 575 6 the the DT work_q6u36m2psnc3rpytggbjzexftu 575 7 parameter parameter NN work_q6u36m2psnc3rpytggbjzexftu 575 8 server server NN work_q6u36m2psnc3rpytggbjzexftu 575 9 . . . work_q6u36m2psnc3rpytggbjzexftu 576 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 576 2 : : : work_q6u36m2psnc3rpytggbjzexftu 576 3 The the DT work_q6u36m2psnc3rpytggbjzexftu 576 4 11th 11th JJ work_q6u36m2psnc3rpytggbjzexftu 576 5 USENIX USENIX NNP work_q6u36m2psnc3rpytggbjzexftu 576 6 symposium symposium NN work_q6u36m2psnc3rpytggbjzexftu 576 7 on on IN work_q6u36m2psnc3rpytggbjzexftu 576 8 operation operation NN work_q6u36m2psnc3rpytggbjzexftu 576 9 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 576 10 design design NN work_q6u36m2psnc3rpytggbjzexftu 576 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 576 12 implementation implementation NN work_q6u36m2psnc3rpytggbjzexftu 576 13 , , , work_q6u36m2psnc3rpytggbjzexftu 576 14 583–598 583–598 CD work_q6u36m2psnc3rpytggbjzexftu 576 15 . . . work_q6u36m2psnc3rpytggbjzexftu 577 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 577 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 577 3 https://www https://www NNP work_q6u36m2psnc3rpytggbjzexftu 577 4 . . . work_q6u36m2psnc3rpytggbjzexftu 578 1 usenix.org/conference/osdi14/technical-sessions/presentation/li usenix.org/conference/osdi14/technical-sessions/presentation/li NNP work_q6u36m2psnc3rpytggbjzexftu 578 2 mu mu NNP work_q6u36m2psnc3rpytggbjzexftu 578 3 . . . work_q6u36m2psnc3rpytggbjzexftu 579 1 Lin Lin NNP work_q6u36m2psnc3rpytggbjzexftu 579 2 M M NNP work_q6u36m2psnc3rpytggbjzexftu 579 3 , , , work_q6u36m2psnc3rpytggbjzexftu 579 4 Chen Chen NNP work_q6u36m2psnc3rpytggbjzexftu 579 5 Q Q NNP work_q6u36m2psnc3rpytggbjzexftu 579 6 , , , work_q6u36m2psnc3rpytggbjzexftu 579 7 Yan Yan NNP work_q6u36m2psnc3rpytggbjzexftu 579 8 S. S. NNP work_q6u36m2psnc3rpytggbjzexftu 579 9 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 579 10 . . . work_q6u36m2psnc3rpytggbjzexftu 580 1 Network network NN work_q6u36m2psnc3rpytggbjzexftu 580 2 in in IN work_q6u36m2psnc3rpytggbjzexftu 580 3 network network NN work_q6u36m2psnc3rpytggbjzexftu 580 4 . . . work_q6u36m2psnc3rpytggbjzexftu 581 1 ArXiv ArXiv NNP work_q6u36m2psnc3rpytggbjzexftu 581 2 preprint preprint NN work_q6u36m2psnc3rpytggbjzexftu 581 3 . . . work_q6u36m2psnc3rpytggbjzexftu 582 1 arXiv:1312.4400 arXiv:1312.4400 NNP work_q6u36m2psnc3rpytggbjzexftu 582 2 . . . work_q6u36m2psnc3rpytggbjzexftu 583 1 Liu Liu NNP work_q6u36m2psnc3rpytggbjzexftu 583 2 S S NNP work_q6u36m2psnc3rpytggbjzexftu 583 3 , , , work_q6u36m2psnc3rpytggbjzexftu 583 4 Yang Yang NNP work_q6u36m2psnc3rpytggbjzexftu 583 5 N N NNP work_q6u36m2psnc3rpytggbjzexftu 583 6 , , , work_q6u36m2psnc3rpytggbjzexftu 583 7 Li Li NNP work_q6u36m2psnc3rpytggbjzexftu 583 8 M M NNP work_q6u36m2psnc3rpytggbjzexftu 583 9 , , , work_q6u36m2psnc3rpytggbjzexftu 583 10 Zhou Zhou NNP work_q6u36m2psnc3rpytggbjzexftu 583 11 M. M. NNP work_q6u36m2psnc3rpytggbjzexftu 583 12 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 583 13 . . . work_q6u36m2psnc3rpytggbjzexftu 584 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 584 2 recursive recursive JJ work_q6u36m2psnc3rpytggbjzexftu 584 3 recurrent recurrent JJ work_q6u36m2psnc3rpytggbjzexftu 584 4 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 584 5 network network NN work_q6u36m2psnc3rpytggbjzexftu 584 6 for for IN work_q6u36m2psnc3rpytggbjzexftu 584 7 statistical statistical JJ work_q6u36m2psnc3rpytggbjzexftu 584 8 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 584 9 translation translation NN work_q6u36m2psnc3rpytggbjzexftu 584 10 . . . work_q6u36m2psnc3rpytggbjzexftu 585 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 585 2 : : : work_q6u36m2psnc3rpytggbjzexftu 585 3 Proceedings Proceedings NNP work_q6u36m2psnc3rpytggbjzexftu 585 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 585 5 ACL ACL NNP work_q6u36m2psnc3rpytggbjzexftu 585 6 . . . work_q6u36m2psnc3rpytggbjzexftu 586 1 1491–1500 1491–1500 CD work_q6u36m2psnc3rpytggbjzexftu 586 2 . . . work_q6u36m2psnc3rpytggbjzexftu 587 1 McNutt McNutt NNP work_q6u36m2psnc3rpytggbjzexftu 587 2 M. M. NNP work_q6u36m2psnc3rpytggbjzexftu 587 3 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 587 4 . . . work_q6u36m2psnc3rpytggbjzexftu 588 1 Reproducibility reproducibility NN work_q6u36m2psnc3rpytggbjzexftu 588 2 . . . work_q6u36m2psnc3rpytggbjzexftu 589 1 Science science NN work_q6u36m2psnc3rpytggbjzexftu 589 2 343(6168):229 343(6168):229 CD work_q6u36m2psnc3rpytggbjzexftu 589 3 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 589 4 10.1126 10.1126 CD work_q6u36m2psnc3rpytggbjzexftu 589 5 / / SYM work_q6u36m2psnc3rpytggbjzexftu 589 6 science.1250475 science.1250475 NN work_q6u36m2psnc3rpytggbjzexftu 589 7 . . . work_q6u36m2psnc3rpytggbjzexftu 590 1 Natural Natural NNP work_q6u36m2psnc3rpytggbjzexftu 590 2 Resources Resources NNPS work_q6u36m2psnc3rpytggbjzexftu 590 3 Defense Defense NNP work_q6u36m2psnc3rpytggbjzexftu 590 4 Council Council NNP work_q6u36m2psnc3rpytggbjzexftu 590 5 . . . work_q6u36m2psnc3rpytggbjzexftu 591 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 591 2 . . . work_q6u36m2psnc3rpytggbjzexftu 592 1 Data datum NNS work_q6u36m2psnc3rpytggbjzexftu 592 2 center center NN work_q6u36m2psnc3rpytggbjzexftu 592 3 efficiency efficiency NN work_q6u36m2psnc3rpytggbjzexftu 592 4 assessment assessment NN work_q6u36m2psnc3rpytggbjzexftu 592 5 . . . work_q6u36m2psnc3rpytggbjzexftu 593 1 Issue Issue NNP work_q6u36m2psnc3rpytggbjzexftu 593 2 Paper Paper NNP work_q6u36m2psnc3rpytggbjzexftu 593 3 IP:14 IP:14 NNP work_q6u36m2psnc3rpytggbjzexftu 593 4 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 593 5 08-A 08-a CD work_q6u36m2psnc3rpytggbjzexftu 593 6 , , , work_q6u36m2psnc3rpytggbjzexftu 593 7 August August NNP work_q6u36m2psnc3rpytggbjzexftu 593 8 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 593 9 . . . work_q6u36m2psnc3rpytggbjzexftu 594 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 594 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 594 3 http://www.nrdc.org/energy/files/data-center-efficiency- http://www.nrdc.org/energy/files/data-center-efficiency- NNP work_q6u36m2psnc3rpytggbjzexftu 594 4 assessment-IP.pdf assessment-ip.pdf NN work_q6u36m2psnc3rpytggbjzexftu 594 5 . . . work_q6u36m2psnc3rpytggbjzexftu 595 1 Quinn Quinn NNP work_q6u36m2psnc3rpytggbjzexftu 595 2 JA JA NNP work_q6u36m2psnc3rpytggbjzexftu 595 3 , , , work_q6u36m2psnc3rpytggbjzexftu 595 4 Leyton Leyton NNP work_q6u36m2psnc3rpytggbjzexftu 595 5 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 595 6 Brown Brown NNP work_q6u36m2psnc3rpytggbjzexftu 595 7 K K NNP work_q6u36m2psnc3rpytggbjzexftu 595 8 , , , work_q6u36m2psnc3rpytggbjzexftu 595 9 Mwebaze Mwebaze NNP work_q6u36m2psnc3rpytggbjzexftu 595 10 E. E. NNP work_q6u36m2psnc3rpytggbjzexftu 595 11 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 595 12 . . . work_q6u36m2psnc3rpytggbjzexftu 596 1 Modeling modeling NN work_q6u36m2psnc3rpytggbjzexftu 596 2 and and CC work_q6u36m2psnc3rpytggbjzexftu 596 3 monitoring monitor VBG work_q6u36m2psnc3rpytggbjzexftu 596 4 crop crop NN work_q6u36m2psnc3rpytggbjzexftu 596 5 disease disease NN work_q6u36m2psnc3rpytggbjzexftu 596 6 in in IN work_q6u36m2psnc3rpytggbjzexftu 596 7 developing develop VBG work_q6u36m2psnc3rpytggbjzexftu 596 8 countries country NNS work_q6u36m2psnc3rpytggbjzexftu 596 9 . . . work_q6u36m2psnc3rpytggbjzexftu 597 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 597 2 : : : work_q6u36m2psnc3rpytggbjzexftu 597 3 Proceedings proceeding NNS work_q6u36m2psnc3rpytggbjzexftu 597 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 597 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 597 6 twenty twenty CD work_q6u36m2psnc3rpytggbjzexftu 597 7 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 597 8 fifth fifth JJ work_q6u36m2psnc3rpytggbjzexftu 597 9 AAAI AAAI NNP work_q6u36m2psnc3rpytggbjzexftu 597 10 conference conference NN work_q6u36m2psnc3rpytggbjzexftu 597 11 on on IN work_q6u36m2psnc3rpytggbjzexftu 597 12 artificial artificial JJ work_q6u36m2psnc3rpytggbjzexftu 597 13 intelligence intelligence NN work_q6u36m2psnc3rpytggbjzexftu 597 14 , , , work_q6u36m2psnc3rpytggbjzexftu 597 15 AAAI AAAI NNP work_q6u36m2psnc3rpytggbjzexftu 597 16 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 597 17 , , , work_q6u36m2psnc3rpytggbjzexftu 597 18 San San NNP work_q6u36m2psnc3rpytggbjzexftu 597 19 Francisco Francisco NNP work_q6u36m2psnc3rpytggbjzexftu 597 20 , , , work_q6u36m2psnc3rpytggbjzexftu 597 21 California California NNP work_q6u36m2psnc3rpytggbjzexftu 597 22 , , , work_q6u36m2psnc3rpytggbjzexftu 597 23 USA USA NNP work_q6u36m2psnc3rpytggbjzexftu 597 24 , , , work_q6u36m2psnc3rpytggbjzexftu 597 25 August August NNP work_q6u36m2psnc3rpytggbjzexftu 597 26 7–11 7–11 NNP work_q6u36m2psnc3rpytggbjzexftu 597 27 , , , work_q6u36m2psnc3rpytggbjzexftu 597 28 2011 2011 CD work_q6u36m2psnc3rpytggbjzexftu 597 29 . . . work_q6u36m2psnc3rpytggbjzexftu 598 1 Palo Palo NNP work_q6u36m2psnc3rpytggbjzexftu 598 2 Alto Alto NNP work_q6u36m2psnc3rpytggbjzexftu 598 3 : : : work_q6u36m2psnc3rpytggbjzexftu 598 4 AAAI AAAI NNP work_q6u36m2psnc3rpytggbjzexftu 598 5 . . . work_q6u36m2psnc3rpytggbjzexftu 599 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 599 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 599 3 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 599 4 . . . work_q6u36m2psnc3rpytggbjzexftu 600 1 Ray Ray NNP work_q6u36m2psnc3rpytggbjzexftu 600 2 B B NNP work_q6u36m2psnc3rpytggbjzexftu 600 3 , , , work_q6u36m2psnc3rpytggbjzexftu 600 4 Posnett Posnett NNP work_q6u36m2psnc3rpytggbjzexftu 600 5 D D NNP work_q6u36m2psnc3rpytggbjzexftu 600 6 , , , work_q6u36m2psnc3rpytggbjzexftu 600 7 Filkov Filkov NNP work_q6u36m2psnc3rpytggbjzexftu 600 8 V V NNP work_q6u36m2psnc3rpytggbjzexftu 600 9 , , , work_q6u36m2psnc3rpytggbjzexftu 600 10 Devanbu Devanbu NNP work_q6u36m2psnc3rpytggbjzexftu 600 11 P. P. NNP work_q6u36m2psnc3rpytggbjzexftu 600 12 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 600 13 . . . work_q6u36m2psnc3rpytggbjzexftu 601 1 A a DT work_q6u36m2psnc3rpytggbjzexftu 601 2 large large JJ work_q6u36m2psnc3rpytggbjzexftu 601 3 scale scale NN work_q6u36m2psnc3rpytggbjzexftu 601 4 study study NN work_q6u36m2psnc3rpytggbjzexftu 601 5 of of IN work_q6u36m2psnc3rpytggbjzexftu 601 6 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 601 7 languages language NNS work_q6u36m2psnc3rpytggbjzexftu 601 8 and and CC work_q6u36m2psnc3rpytggbjzexftu 601 9 code code NN work_q6u36m2psnc3rpytggbjzexftu 601 10 quality quality NN work_q6u36m2psnc3rpytggbjzexftu 601 11 in in IN work_q6u36m2psnc3rpytggbjzexftu 601 12 github github NNP work_q6u36m2psnc3rpytggbjzexftu 601 13 . . . work_q6u36m2psnc3rpytggbjzexftu 602 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 602 2 : : : work_q6u36m2psnc3rpytggbjzexftu 602 3 Proceedings proceeding NNS work_q6u36m2psnc3rpytggbjzexftu 602 4 of of IN work_q6u36m2psnc3rpytggbjzexftu 602 5 the the DT work_q6u36m2psnc3rpytggbjzexftu 602 6 22Nd 22nd CD work_q6u36m2psnc3rpytggbjzexftu 602 7 ACM ACM NNP work_q6u36m2psnc3rpytggbjzexftu 602 8 SIGSOFT SIGSOFT NNP work_q6u36m2psnc3rpytggbjzexftu 602 9 international international JJ work_q6u36m2psnc3rpytggbjzexftu 602 10 symposium symposium NN work_q6u36m2psnc3rpytggbjzexftu 602 11 on on IN work_q6u36m2psnc3rpytggbjzexftu 602 12 foundations foundation NNS work_q6u36m2psnc3rpytggbjzexftu 602 13 of of IN work_q6u36m2psnc3rpytggbjzexftu 602 14 software software NN work_q6u36m2psnc3rpytggbjzexftu 602 15 engineering engineering NN work_q6u36m2psnc3rpytggbjzexftu 602 16 , , , work_q6u36m2psnc3rpytggbjzexftu 602 17 FSE FSE NNP work_q6u36m2psnc3rpytggbjzexftu 602 18 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 602 19 . . . work_q6u36m2psnc3rpytggbjzexftu 603 1 New New NNP work_q6u36m2psnc3rpytggbjzexftu 603 2 York York NNP work_q6u36m2psnc3rpytggbjzexftu 603 3 : : : work_q6u36m2psnc3rpytggbjzexftu 603 4 ACM ACM NNP work_q6u36m2psnc3rpytggbjzexftu 603 5 , , , work_q6u36m2psnc3rpytggbjzexftu 603 6 155–165 155–165 CD work_q6u36m2psnc3rpytggbjzexftu 603 7 . . . work_q6u36m2psnc3rpytggbjzexftu 604 1 Shvachko Shvachko NNP work_q6u36m2psnc3rpytggbjzexftu 604 2 K K NNP work_q6u36m2psnc3rpytggbjzexftu 604 3 , , , work_q6u36m2psnc3rpytggbjzexftu 604 4 Kuang Kuang NNP work_q6u36m2psnc3rpytggbjzexftu 604 5 H H NNP work_q6u36m2psnc3rpytggbjzexftu 604 6 , , , work_q6u36m2psnc3rpytggbjzexftu 604 7 Radia Radia NNP work_q6u36m2psnc3rpytggbjzexftu 604 8 S S NNP work_q6u36m2psnc3rpytggbjzexftu 604 9 , , , work_q6u36m2psnc3rpytggbjzexftu 604 10 Chansler Chansler NNP work_q6u36m2psnc3rpytggbjzexftu 604 11 R. R. NNP work_q6u36m2psnc3rpytggbjzexftu 604 12 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 604 13 . . . work_q6u36m2psnc3rpytggbjzexftu 605 1 The the DT work_q6u36m2psnc3rpytggbjzexftu 605 2 Hadoop Hadoop NNP work_q6u36m2psnc3rpytggbjzexftu 605 3 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 605 4 file file NN work_q6u36m2psnc3rpytggbjzexftu 605 5 system system NN work_q6u36m2psnc3rpytggbjzexftu 605 6 . . . work_q6u36m2psnc3rpytggbjzexftu 606 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 606 2 : : : work_q6u36m2psnc3rpytggbjzexftu 606 3 Mass mass NN work_q6u36m2psnc3rpytggbjzexftu 606 4 storage storage NN work_q6u36m2psnc3rpytggbjzexftu 606 5 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 606 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 606 7 technologies technology NNS work_q6u36m2psnc3rpytggbjzexftu 606 8 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 606 9 MSST MSST NNP work_q6u36m2psnc3rpytggbjzexftu 606 10 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 606 11 , , , work_q6u36m2psnc3rpytggbjzexftu 606 12 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 606 13 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 606 14 26th 26th NN work_q6u36m2psnc3rpytggbjzexftu 606 15 symposium symposium NN work_q6u36m2psnc3rpytggbjzexftu 606 16 on on RB work_q6u36m2psnc3rpytggbjzexftu 606 17 . . . work_q6u36m2psnc3rpytggbjzexftu 607 1 Piscataway piscataway NN work_q6u36m2psnc3rpytggbjzexftu 607 2 : : : work_q6u36m2psnc3rpytggbjzexftu 607 3 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 607 4 , , , work_q6u36m2psnc3rpytggbjzexftu 607 5 1–10 1–10 CD work_q6u36m2psnc3rpytggbjzexftu 607 6 . . . work_q6u36m2psnc3rpytggbjzexftu 608 1 Stodden stodden NN work_q6u36m2psnc3rpytggbjzexftu 608 2 V v NN work_q6u36m2psnc3rpytggbjzexftu 608 3 , , , work_q6u36m2psnc3rpytggbjzexftu 608 4 Borwein Borwein NNP work_q6u36m2psnc3rpytggbjzexftu 608 5 J J NNP work_q6u36m2psnc3rpytggbjzexftu 608 6 , , , work_q6u36m2psnc3rpytggbjzexftu 608 7 Bailey Bailey NNP work_q6u36m2psnc3rpytggbjzexftu 608 8 DH DH NNP work_q6u36m2psnc3rpytggbjzexftu 608 9 . . . work_q6u36m2psnc3rpytggbjzexftu 609 1 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 609 2 . . . work_q6u36m2psnc3rpytggbjzexftu 610 1 “ " `` work_q6u36m2psnc3rpytggbjzexftu 610 2 Setting set VBG work_q6u36m2psnc3rpytggbjzexftu 610 3 the the DT work_q6u36m2psnc3rpytggbjzexftu 610 4 default default NN work_q6u36m2psnc3rpytggbjzexftu 610 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 610 6 reproducible reproducible VB work_q6u36m2psnc3rpytggbjzexftu 610 7 ” " '' work_q6u36m2psnc3rpytggbjzexftu 610 8 in in IN work_q6u36m2psnc3rpytggbjzexftu 610 9 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 610 10 science science NN work_q6u36m2psnc3rpytggbjzexftu 610 11 research research NN work_q6u36m2psnc3rpytggbjzexftu 610 12 . . . work_q6u36m2psnc3rpytggbjzexftu 611 1 Research research NN work_q6u36m2psnc3rpytggbjzexftu 611 2 46(5):4–6 46(5):4–6 CD work_q6u36m2psnc3rpytggbjzexftu 611 3 . . . work_q6u36m2psnc3rpytggbjzexftu 612 1 Stodden stodden NN work_q6u36m2psnc3rpytggbjzexftu 612 2 V v NN work_q6u36m2psnc3rpytggbjzexftu 612 3 , , , work_q6u36m2psnc3rpytggbjzexftu 612 4 Guo Guo NNP work_q6u36m2psnc3rpytggbjzexftu 612 5 P P NNP work_q6u36m2psnc3rpytggbjzexftu 612 6 , , , work_q6u36m2psnc3rpytggbjzexftu 612 7 Ma Ma NNP work_q6u36m2psnc3rpytggbjzexftu 612 8 Z. Z. NNP work_q6u36m2psnc3rpytggbjzexftu 613 1 2013 2013 CD work_q6u36m2psnc3rpytggbjzexftu 613 2 . . . work_q6u36m2psnc3rpytggbjzexftu 614 1 Toward toward IN work_q6u36m2psnc3rpytggbjzexftu 614 2 reproducible reproducible JJ work_q6u36m2psnc3rpytggbjzexftu 614 3 computational computational JJ work_q6u36m2psnc3rpytggbjzexftu 614 4 research research NN work_q6u36m2psnc3rpytggbjzexftu 614 5 : : : work_q6u36m2psnc3rpytggbjzexftu 614 6 an an DT work_q6u36m2psnc3rpytggbjzexftu 614 7 empirical empirical JJ work_q6u36m2psnc3rpytggbjzexftu 614 8 analysis analysis NN work_q6u36m2psnc3rpytggbjzexftu 614 9 of of IN work_q6u36m2psnc3rpytggbjzexftu 614 10 data datum NNS work_q6u36m2psnc3rpytggbjzexftu 614 11 and and CC work_q6u36m2psnc3rpytggbjzexftu 614 12 code code NN work_q6u36m2psnc3rpytggbjzexftu 614 13 policy policy NN work_q6u36m2psnc3rpytggbjzexftu 614 14 adoption adoption NN work_q6u36m2psnc3rpytggbjzexftu 614 15 by by IN work_q6u36m2psnc3rpytggbjzexftu 614 16 journals journal NNS work_q6u36m2psnc3rpytggbjzexftu 614 17 . . . work_q6u36m2psnc3rpytggbjzexftu 615 1 PLoS PLoS : work_q6u36m2psnc3rpytggbjzexftu 615 2 ONE one CD work_q6u36m2psnc3rpytggbjzexftu 615 3 8(6):e67111 8(6):e67111 CD work_q6u36m2psnc3rpytggbjzexftu 615 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 615 5 10.1371 10.1371 CD work_q6u36m2psnc3rpytggbjzexftu 615 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 615 7 journal.pone.0067111 journal.pone.0067111 NNPS work_q6u36m2psnc3rpytggbjzexftu 615 8 . . . work_q6u36m2psnc3rpytggbjzexftu 616 1 Sutskever Sutskever NNP work_q6u36m2psnc3rpytggbjzexftu 616 2 I I NNP work_q6u36m2psnc3rpytggbjzexftu 616 3 , , , work_q6u36m2psnc3rpytggbjzexftu 616 4 Vinyals Vinyals NNP work_q6u36m2psnc3rpytggbjzexftu 616 5 O o UH work_q6u36m2psnc3rpytggbjzexftu 616 6 , , , work_q6u36m2psnc3rpytggbjzexftu 616 7 Le Le NNP work_q6u36m2psnc3rpytggbjzexftu 616 8 QV QV NNP work_q6u36m2psnc3rpytggbjzexftu 616 9 . . . work_q6u36m2psnc3rpytggbjzexftu 617 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 617 2 . . . work_q6u36m2psnc3rpytggbjzexftu 618 1 Sequence sequence NN work_q6u36m2psnc3rpytggbjzexftu 618 2 to to TO work_q6u36m2psnc3rpytggbjzexftu 618 3 sequence sequence VB work_q6u36m2psnc3rpytggbjzexftu 618 4 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 618 5 with with IN work_q6u36m2psnc3rpytggbjzexftu 618 6 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 618 7 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 618 8 . . . work_q6u36m2psnc3rpytggbjzexftu 619 1 ArXiv ArXiv NNP work_q6u36m2psnc3rpytggbjzexftu 619 2 preprint preprint NN work_q6u36m2psnc3rpytggbjzexftu 619 3 . . . work_q6u36m2psnc3rpytggbjzexftu 620 1 arXiv:1409.3215 arXiv:1409.3215 NNP work_q6u36m2psnc3rpytggbjzexftu 620 2 . . . work_q6u36m2psnc3rpytggbjzexftu 621 1 Szegedy Szegedy NNP work_q6u36m2psnc3rpytggbjzexftu 621 2 C C NNP work_q6u36m2psnc3rpytggbjzexftu 621 3 , , , work_q6u36m2psnc3rpytggbjzexftu 621 4 Liu Liu NNP work_q6u36m2psnc3rpytggbjzexftu 621 5 W W NNP work_q6u36m2psnc3rpytggbjzexftu 621 6 , , , work_q6u36m2psnc3rpytggbjzexftu 621 7 Jia Jia NNP work_q6u36m2psnc3rpytggbjzexftu 621 8 Y Y NNP work_q6u36m2psnc3rpytggbjzexftu 621 9 , , , work_q6u36m2psnc3rpytggbjzexftu 621 10 Sermanet Sermanet NNP work_q6u36m2psnc3rpytggbjzexftu 621 11 P P NNP work_q6u36m2psnc3rpytggbjzexftu 621 12 , , , work_q6u36m2psnc3rpytggbjzexftu 621 13 Reed Reed NNP work_q6u36m2psnc3rpytggbjzexftu 621 14 S S NNP work_q6u36m2psnc3rpytggbjzexftu 621 15 , , , work_q6u36m2psnc3rpytggbjzexftu 621 16 Anguelov Anguelov NNP work_q6u36m2psnc3rpytggbjzexftu 621 17 D D NNP work_q6u36m2psnc3rpytggbjzexftu 621 18 , , , work_q6u36m2psnc3rpytggbjzexftu 621 19 Erhan Erhan NNP work_q6u36m2psnc3rpytggbjzexftu 621 20 D D NNP work_q6u36m2psnc3rpytggbjzexftu 621 21 , , , work_q6u36m2psnc3rpytggbjzexftu 621 22 Vanhoucke Vanhoucke NNP work_q6u36m2psnc3rpytggbjzexftu 621 23 V V NNP work_q6u36m2psnc3rpytggbjzexftu 621 24 , , , work_q6u36m2psnc3rpytggbjzexftu 621 25 Rabinovich Rabinovich NNP work_q6u36m2psnc3rpytggbjzexftu 621 26 A. A. NNP work_q6u36m2psnc3rpytggbjzexftu 622 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 622 2 . . . work_q6u36m2psnc3rpytggbjzexftu 623 1 Going go VBG work_q6u36m2psnc3rpytggbjzexftu 623 2 deeper deeply RBR work_q6u36m2psnc3rpytggbjzexftu 623 3 with with IN work_q6u36m2psnc3rpytggbjzexftu 623 4 convolutions convolution NNS work_q6u36m2psnc3rpytggbjzexftu 623 5 . . . work_q6u36m2psnc3rpytggbjzexftu 624 1 ArXiv ArXiv NNP work_q6u36m2psnc3rpytggbjzexftu 624 2 preprint preprint NN work_q6u36m2psnc3rpytggbjzexftu 624 3 . . . work_q6u36m2psnc3rpytggbjzexftu 625 1 arXiv:1409.4842v1 arxiv:1409.4842v1 RB work_q6u36m2psnc3rpytggbjzexftu 625 2 . . . work_q6u36m2psnc3rpytggbjzexftu 626 1 Tilkov Tilkov NNP work_q6u36m2psnc3rpytggbjzexftu 626 2 S S NNP work_q6u36m2psnc3rpytggbjzexftu 626 3 , , , work_q6u36m2psnc3rpytggbjzexftu 626 4 Vinoski Vinoski NNP work_q6u36m2psnc3rpytggbjzexftu 626 5 S. S. NNP work_q6u36m2psnc3rpytggbjzexftu 626 6 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 626 7 . . . work_q6u36m2psnc3rpytggbjzexftu 627 1 Node.js Node.js NNP work_q6u36m2psnc3rpytggbjzexftu 627 2 : : : work_q6u36m2psnc3rpytggbjzexftu 627 3 using use VBG work_q6u36m2psnc3rpytggbjzexftu 627 4 javascript javascript NNP work_q6u36m2psnc3rpytggbjzexftu 627 5 to to TO work_q6u36m2psnc3rpytggbjzexftu 627 6 build build VB work_q6u36m2psnc3rpytggbjzexftu 627 7 high high JJ work_q6u36m2psnc3rpytggbjzexftu 627 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 627 9 performance performance NN work_q6u36m2psnc3rpytggbjzexftu 627 10 network network NN work_q6u36m2psnc3rpytggbjzexftu 627 11 programs program NNS work_q6u36m2psnc3rpytggbjzexftu 627 12 . . . work_q6u36m2psnc3rpytggbjzexftu 628 1 IEEE IEEE NNP work_q6u36m2psnc3rpytggbjzexftu 628 2 Internet internet NN work_q6u36m2psnc3rpytggbjzexftu 628 3 Computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 628 4 14(6):80–83 14(6):80–83 CD work_q6u36m2psnc3rpytggbjzexftu 628 5 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 628 6 10.1109 10.1109 CD work_q6u36m2psnc3rpytggbjzexftu 628 7 / / SYM work_q6u36m2psnc3rpytggbjzexftu 628 8 MIC.2010.145 MIC.2010.145 NNP work_q6u36m2psnc3rpytggbjzexftu 628 9 . . . work_q6u36m2psnc3rpytggbjzexftu 629 1 W3C. w3c. NN work_q6u36m2psnc3rpytggbjzexftu 630 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 630 2 . . . work_q6u36m2psnc3rpytggbjzexftu 631 1 Web web NN work_q6u36m2psnc3rpytggbjzexftu 631 2 workers worker NNS work_q6u36m2psnc3rpytggbjzexftu 631 3 , , , work_q6u36m2psnc3rpytggbjzexftu 631 4 editor editor NN work_q6u36m2psnc3rpytggbjzexftu 631 5 ’s ’s POS work_q6u36m2psnc3rpytggbjzexftu 631 6 draft draft NN work_q6u36m2psnc3rpytggbjzexftu 631 7 19 19 CD work_q6u36m2psnc3rpytggbjzexftu 631 8 may may NNP work_q6u36m2psnc3rpytggbjzexftu 631 9 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 631 10 . . . work_q6u36m2psnc3rpytggbjzexftu 632 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 632 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 632 3 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 632 4 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 632 5 accessed access VBN work_q6u36m2psnc3rpytggbjzexftu 632 6 4 4 CD work_q6u36m2psnc3rpytggbjzexftu 632 7 December December NNP work_q6u36m2psnc3rpytggbjzexftu 632 8 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 632 9 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 632 10 . . . work_q6u36m2psnc3rpytggbjzexftu 633 1 W3Techs w3techs PRP work_q6u36m2psnc3rpytggbjzexftu 633 2 . . . work_q6u36m2psnc3rpytggbjzexftu 634 1 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 634 2 . . . work_q6u36m2psnc3rpytggbjzexftu 635 1 Usage usage NN work_q6u36m2psnc3rpytggbjzexftu 635 2 of of IN work_q6u36m2psnc3rpytggbjzexftu 635 3 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 635 4 for for IN work_q6u36m2psnc3rpytggbjzexftu 635 5 websites website NNS work_q6u36m2psnc3rpytggbjzexftu 635 6 . . . work_q6u36m2psnc3rpytggbjzexftu 636 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 636 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 636 3 http://w3techs.com/technologies/ http://w3techs.com/technologies/ NNP work_q6u36m2psnc3rpytggbjzexftu 636 4 details detail NNS work_q6u36m2psnc3rpytggbjzexftu 636 5 / / SYM work_q6u36m2psnc3rpytggbjzexftu 636 6 cp cp NNP work_q6u36m2psnc3rpytggbjzexftu 636 7 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 636 8 javascript javascript NNP work_q6u36m2psnc3rpytggbjzexftu 636 9 / / , work_q6u36m2psnc3rpytggbjzexftu 636 10 all all RB work_q6u36m2psnc3rpytggbjzexftu 636 11 / / SYM work_q6u36m2psnc3rpytggbjzexftu 636 12 all all DT work_q6u36m2psnc3rpytggbjzexftu 636 13 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 636 14 accessed access VBN work_q6u36m2psnc3rpytggbjzexftu 636 15 17 17 CD work_q6u36m2psnc3rpytggbjzexftu 636 16 June June NNP work_q6u36m2psnc3rpytggbjzexftu 636 17 2014 2014 CD work_q6u36m2psnc3rpytggbjzexftu 636 18 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 636 19 . . . work_q6u36m2psnc3rpytggbjzexftu 637 1 Zinkevich Zinkevich NNP work_q6u36m2psnc3rpytggbjzexftu 637 2 M M NNP work_q6u36m2psnc3rpytggbjzexftu 637 3 , , , work_q6u36m2psnc3rpytggbjzexftu 637 4 Weimer Weimer NNP work_q6u36m2psnc3rpytggbjzexftu 637 5 M M NNP work_q6u36m2psnc3rpytggbjzexftu 637 6 , , , work_q6u36m2psnc3rpytggbjzexftu 637 7 Li Li NNP work_q6u36m2psnc3rpytggbjzexftu 637 8 L L NNP work_q6u36m2psnc3rpytggbjzexftu 637 9 , , , work_q6u36m2psnc3rpytggbjzexftu 637 10 Smola Smola NNP work_q6u36m2psnc3rpytggbjzexftu 637 11 AJ AJ NNP work_q6u36m2psnc3rpytggbjzexftu 637 12 . . . work_q6u36m2psnc3rpytggbjzexftu 638 1 2010 2010 CD work_q6u36m2psnc3rpytggbjzexftu 638 2 . . . work_q6u36m2psnc3rpytggbjzexftu 639 1 Parallelized parallelize VBN work_q6u36m2psnc3rpytggbjzexftu 639 2 stochastic stochastic JJ work_q6u36m2psnc3rpytggbjzexftu 639 3 gradient gradient JJ work_q6u36m2psnc3rpytggbjzexftu 639 4 descent descent NN work_q6u36m2psnc3rpytggbjzexftu 639 5 . . . work_q6u36m2psnc3rpytggbjzexftu 640 1 In in IN work_q6u36m2psnc3rpytggbjzexftu 640 2 : : : work_q6u36m2psnc3rpytggbjzexftu 640 3 Advances advance NNS work_q6u36m2psnc3rpytggbjzexftu 640 4 in in IN work_q6u36m2psnc3rpytggbjzexftu 640 5 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 640 6 information information NN work_q6u36m2psnc3rpytggbjzexftu 640 7 processing processing NN work_q6u36m2psnc3rpytggbjzexftu 640 8 systems system NNS work_q6u36m2psnc3rpytggbjzexftu 640 9 , , , work_q6u36m2psnc3rpytggbjzexftu 640 10 2595–2603 2595–2603 CD work_q6u36m2psnc3rpytggbjzexftu 640 11 . . . work_q6u36m2psnc3rpytggbjzexftu 641 1 Available available JJ work_q6u36m2psnc3rpytggbjzexftu 641 2 at at IN work_q6u36m2psnc3rpytggbjzexftu 641 3 http://papers http://papers NNP work_q6u36m2psnc3rpytggbjzexftu 641 4 . . . work_q6u36m2psnc3rpytggbjzexftu 642 1 nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf ADD work_q6u36m2psnc3rpytggbjzexftu 642 2 . . . work_q6u36m2psnc3rpytggbjzexftu 643 1 Meeds Meeds NNP work_q6u36m2psnc3rpytggbjzexftu 643 2 et et NNP work_q6u36m2psnc3rpytggbjzexftu 643 3 al al NNP work_q6u36m2psnc3rpytggbjzexftu 643 4 . . . work_q6u36m2psnc3rpytggbjzexftu 644 1 ( ( -LRB- work_q6u36m2psnc3rpytggbjzexftu 644 2 2015 2015 CD work_q6u36m2psnc3rpytggbjzexftu 644 3 ) ) -RRB- work_q6u36m2psnc3rpytggbjzexftu 644 4 , , , work_q6u36m2psnc3rpytggbjzexftu 644 5 PeerJ PeerJ NNP work_q6u36m2psnc3rpytggbjzexftu 644 6 Comput Comput NNP work_q6u36m2psnc3rpytggbjzexftu 644 7 . . . work_q6u36m2psnc3rpytggbjzexftu 645 1 Sci Sci NNP work_q6u36m2psnc3rpytggbjzexftu 645 2 . . NNP work_q6u36m2psnc3rpytggbjzexftu 645 3 , , , work_q6u36m2psnc3rpytggbjzexftu 645 4 DOI DOI NNP work_q6u36m2psnc3rpytggbjzexftu 645 5 10.7717 10.7717 CD work_q6u36m2psnc3rpytggbjzexftu 645 6 / / SYM work_q6u36m2psnc3rpytggbjzexftu 645 7 peerj peerj NNP work_q6u36m2psnc3rpytggbjzexftu 645 8 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 645 9 cs.11 cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 645 10 24/24 24/24 CD work_q6u36m2psnc3rpytggbjzexftu 645 11 https://peerj.com/computer-science/ https://peerj.com/computer-science/ CD work_q6u36m2psnc3rpytggbjzexftu 645 12 http://dx.doi.org/10.1016/j.sbi.2012.11.002 http://dx.doi.org/10.1016/j.sbi.2012.11.002 NNP work_q6u36m2psnc3rpytggbjzexftu 645 13 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu JJ work_q6u36m2psnc3rpytggbjzexftu 645 14 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu JJ work_q6u36m2psnc3rpytggbjzexftu 645 15 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu JJ work_q6u36m2psnc3rpytggbjzexftu 645 16 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 17 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 18 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 19 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 20 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 21 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 22 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 23 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 24 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 25 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 26 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 27 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 28 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 29 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 30 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 31 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 32 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 33 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 34 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 35 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 36 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 37 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 38 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 39 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 40 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 41 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 42 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 43 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 44 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 45 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 46 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 47 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 48 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 49 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 50 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 51 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 52 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 53 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 54 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 55 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 56 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 57 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 58 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 59 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 60 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 61 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 62 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 63 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 64 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 65 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 66 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 67 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 68 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 69 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 70 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 71 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 72 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 73 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 74 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 75 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 76 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 77 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 78 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 79 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 80 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 81 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 82 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 83 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 84 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 85 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 86 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 87 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 88 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 89 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 90 https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu https://www.usenix.org/conference/osdi14/technical-sessions/presentation/li_mu NN work_q6u36m2psnc3rpytggbjzexftu 645 91 http://arxiv.org/abs/1312.4400 http://arxiv.org/abs/1312.4400 NNP work_q6u36m2psnc3rpytggbjzexftu 645 92 http://dx.doi.org/10.1126/science.1250475 http://dx.doi.org/10.1126/science.1250475 NN work_q6u36m2psnc3rpytggbjzexftu 645 93 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 94 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 95 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 96 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 97 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 98 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 99 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 100 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 101 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 102 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 103 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 104 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 105 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 106 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 107 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 108 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 109 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 110 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 111 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 112 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 113 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 114 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 115 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 116 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 117 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 118 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 119 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 120 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 121 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 122 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 123 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 124 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 125 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 126 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 127 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 128 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 129 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 130 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 131 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 132 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 133 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 134 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 135 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 136 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 137 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 138 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 139 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 140 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 141 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 142 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 143 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 144 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 145 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 146 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 147 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 148 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 149 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 150 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 151 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 152 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 153 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 154 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 155 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 156 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 157 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 158 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 159 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 160 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 161 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 162 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 163 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 164 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 165 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 166 http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf http://www.nrdc.org/energy/files/data-center-efficiency-assessment-IP.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 167 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 168 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 169 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 170 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 171 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 172 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 173 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 174 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 175 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 176 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 177 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 178 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 179 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 180 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 181 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 182 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 183 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 184 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 185 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 186 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 187 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 188 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 189 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 190 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 191 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 192 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 193 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 194 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 195 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 196 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 197 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 198 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 199 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 200 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 201 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 202 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 203 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 204 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 205 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 206 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 207 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 208 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 209 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 210 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 211 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 212 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 213 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 214 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 215 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 216 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 217 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 218 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 219 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 220 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 221 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 222 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 223 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 224 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 225 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 226 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 227 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 228 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 229 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 230 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 231 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 232 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 233 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 234 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 235 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 NNP work_q6u36m2psnc3rpytggbjzexftu 645 236 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/aaai/aaai11/paper/download/3777/4083 XX work_q6u36m2psnc3rpytggbjzexftu 645 237 https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/download/3777/4083 https://www.aaai.org/ocs/index.php/aaai/aaai11/paper/download/3777/4083 XX work_q6u36m2psnc3rpytggbjzexftu 645 238 http://dx.doi.org/10.1371/journal.pone.0067111 http://dx.doi.org/10.1371/journal.pone.0067111 NNP work_q6u36m2psnc3rpytggbjzexftu 645 239 http://arxiv.org/abs/1409.3215 http://arxiv.org/abs/1409.3215 NNP work_q6u36m2psnc3rpytggbjzexftu 645 240 http://arxiv.org/abs/1409.4842v1 http://arxiv.org/abs/1409.4842v1 NNP work_q6u36m2psnc3rpytggbjzexftu 645 241 http://dx.doi.org/10.1109/MIC.2010.145 http://dx.doi.org/10.1109/mic.2010.145 NN work_q6u36m2psnc3rpytggbjzexftu 645 242 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 243 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 244 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 245 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 246 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 247 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 248 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 249 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 250 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 251 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 252 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 253 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 254 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 255 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 256 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 257 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 258 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 259 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 260 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 261 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 262 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 263 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 264 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 265 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 266 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 267 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 268 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 269 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 270 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 271 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 272 http://dev.w3.org/html5/workers http://dev.w3.org/html5/worker NNS work_q6u36m2psnc3rpytggbjzexftu 645 273 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 274 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 275 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 276 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 277 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 278 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 279 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 280 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 281 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 282 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 283 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 284 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 285 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 286 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 287 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 288 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 289 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 290 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 291 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 292 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 293 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 294 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 295 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 296 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 297 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 298 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 299 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 300 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 301 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 302 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 303 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 304 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 305 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 306 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 307 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 308 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 309 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 310 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 311 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 312 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 313 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 314 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 315 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 316 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 317 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 318 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 319 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 320 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 321 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 322 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 323 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 324 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 325 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 326 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 327 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 328 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 329 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 330 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 331 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 332 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 333 http://w3techs.com/technologies/details/cp-javascript/all/all http://w3techs.com/technologies/details/cp-javascript/all/all NNP work_q6u36m2psnc3rpytggbjzexftu 645 334 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 335 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 336 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 337 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 338 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 339 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 340 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 341 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 342 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 343 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 344 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 345 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 346 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 347 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 348 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 349 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 350 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 351 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 352 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 353 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 354 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 355 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 356 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 357 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 358 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 359 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 360 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 361 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 362 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 363 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 364 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 365 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 366 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 367 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 368 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 369 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 370 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 371 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 372 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 373 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 374 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 375 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 376 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 377 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 378 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 379 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 380 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 381 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 382 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 383 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 384 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 385 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 386 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 387 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 388 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 389 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 390 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 391 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 392 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 393 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 394 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 395 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 396 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 397 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 398 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 399 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 400 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 401 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 402 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 403 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 404 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 405 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 406 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 407 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 408 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 409 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 410 http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf http://papers.nips.cc/paper/4006-parallelized-stochastic-gradient-descent.pdf NNP work_q6u36m2psnc3rpytggbjzexftu 645 411 http://dx.doi.org/10.7717/peerj-cs.11 http://dx.doi.org/10.7717/peerj-cs.11 NNP work_q6u36m2psnc3rpytggbjzexftu 645 412 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 645 413 : : : work_q6u36m2psnc3rpytggbjzexftu 645 414 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 645 415 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 645 416 in in IN work_q6u36m2psnc3rpytggbjzexftu 645 417 the the DT work_q6u36m2psnc3rpytggbjzexftu 645 418 browser browser NN work_q6u36m2psnc3rpytggbjzexftu 645 419 Introduction Introduction NNP work_q6u36m2psnc3rpytggbjzexftu 645 420 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 645 421 : : : work_q6u36m2psnc3rpytggbjzexftu 645 422 Vision vision NN work_q6u36m2psnc3rpytggbjzexftu 645 423 Ubiquitous ubiquitous JJ work_q6u36m2psnc3rpytggbjzexftu 645 424 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 645 425 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 645 426 Cheap cheap JJ work_q6u36m2psnc3rpytggbjzexftu 645 427 distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 645 428 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 645 429 Reproducible reproducible JJ work_q6u36m2psnc3rpytggbjzexftu 645 430 and and CC work_q6u36m2psnc3rpytggbjzexftu 645 431 collaborative collaborative JJ work_q6u36m2psnc3rpytggbjzexftu 645 432 research research NN work_q6u36m2psnc3rpytggbjzexftu 645 433 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 645 434 : : : work_q6u36m2psnc3rpytggbjzexftu 645 435 Prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 645 436 Why why WRB work_q6u36m2psnc3rpytggbjzexftu 645 437 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 645 438 ? ? . work_q6u36m2psnc3rpytggbjzexftu 646 1 General general JJ work_q6u36m2psnc3rpytggbjzexftu 646 2 architecture architecture NN work_q6u36m2psnc3rpytggbjzexftu 646 3 and and CC work_q6u36m2psnc3rpytggbjzexftu 646 4 design design NN work_q6u36m2psnc3rpytggbjzexftu 646 5 Events event NNS work_q6u36m2psnc3rpytggbjzexftu 646 6 and and CC work_q6u36m2psnc3rpytggbjzexftu 646 7 software software NN work_q6u36m2psnc3rpytggbjzexftu 646 8 behavior behavior NN work_q6u36m2psnc3rpytggbjzexftu 646 9 ML ML NNP work_q6u36m2psnc3rpytggbjzexftu 646 10 use use NN work_q6u36m2psnc3rpytggbjzexftu 646 11 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 646 12 case case NN work_q6u36m2psnc3rpytggbjzexftu 646 13 : : : work_q6u36m2psnc3rpytggbjzexftu 646 14 deep deep JJ work_q6u36m2psnc3rpytggbjzexftu 646 15 neural neural JJ work_q6u36m2psnc3rpytggbjzexftu 646 16 networks network NNS work_q6u36m2psnc3rpytggbjzexftu 646 17 Scaling scale VBG work_q6u36m2psnc3rpytggbjzexftu 646 18 behavior behavior NN work_q6u36m2psnc3rpytggbjzexftu 646 19 of of IN work_q6u36m2psnc3rpytggbjzexftu 646 20 MLitB MLitB NNP work_q6u36m2psnc3rpytggbjzexftu 646 21 Walk walk NN work_q6u36m2psnc3rpytggbjzexftu 646 22 - - HYPH work_q6u36m2psnc3rpytggbjzexftu 646 23 through through NN work_q6u36m2psnc3rpytggbjzexftu 646 24 of of IN work_q6u36m2psnc3rpytggbjzexftu 646 25 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 646 26 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 646 27 Limitations limitation NNS work_q6u36m2psnc3rpytggbjzexftu 646 28 of of IN work_q6u36m2psnc3rpytggbjzexftu 646 29 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 646 30 prototype prototype NN work_q6u36m2psnc3rpytggbjzexftu 646 31 Related Related NNP work_q6u36m2psnc3rpytggbjzexftu 646 32 Work work NN work_q6u36m2psnc3rpytggbjzexftu 646 33 Volunteer Volunteer NNP work_q6u36m2psnc3rpytggbjzexftu 646 34 computing compute VBG work_q6u36m2psnc3rpytggbjzexftu 646 35 JavaScript JavaScript NNP work_q6u36m2psnc3rpytggbjzexftu 646 36 applications application NNS work_q6u36m2psnc3rpytggbjzexftu 646 37 Distributed distribute VBN work_q6u36m2psnc3rpytggbjzexftu 646 38 machine machine NN work_q6u36m2psnc3rpytggbjzexftu 646 39 learning learn VBG work_q6u36m2psnc3rpytggbjzexftu 646 40 Opportunities opportunity NNS work_q6u36m2psnc3rpytggbjzexftu 646 41 and and CC work_q6u36m2psnc3rpytggbjzexftu 646 42 Challenges Challenges NNPS work_q6u36m2psnc3rpytggbjzexftu 646 43 Challenges Challenges NNPS work_q6u36m2psnc3rpytggbjzexftu 646 44 Opportunities Opportunities NNPS work_q6u36m2psnc3rpytggbjzexftu 646 45 Future future NN work_q6u36m2psnc3rpytggbjzexftu 646 46 MLitB MLitB NNS work_q6u36m2psnc3rpytggbjzexftu 646 47 Development development NN work_q6u36m2psnc3rpytggbjzexftu 646 48 Visual visual JJ work_q6u36m2psnc3rpytggbjzexftu 646 49 programming programming NN work_q6u36m2psnc3rpytggbjzexftu 646 50 Machine machine NN work_q6u36m2psnc3rpytggbjzexftu 646 51 learning learning NN work_q6u36m2psnc3rpytggbjzexftu 646 52 library library NN work_q6u36m2psnc3rpytggbjzexftu 646 53 GPU GPU NNP work_q6u36m2psnc3rpytggbjzexftu 646 54 implementations implementations NNPS work_q6u36m2psnc3rpytggbjzexftu 646 55 Design design NN work_q6u36m2psnc3rpytggbjzexftu 646 56 of of IN work_q6u36m2psnc3rpytggbjzexftu 646 57 research research NN work_q6u36m2psnc3rpytggbjzexftu 646 58 closures closure VBZ work_q6u36m2psnc3rpytggbjzexftu 646 59 Conclusion Conclusion NNP work_q6u36m2psnc3rpytggbjzexftu 646 60 References reference NNS