text
stringlengths 0
10k
| embeddings_A
sequence | embeddings_B
sequence |
|---|---|---|
A non-Manhattan Hexagon/Triangle Placement (HTP for short) paradigm is proposed in the present paper. Main feature of this paradigm lies in adapting to the Y- architecture which is one of the promising non-Manhattan VLSI circuit layout architectures. Aim of the HTP is to place a set of equilateral triangles with given size onto a hexagonal chip with maximal chip area usage. Based on the O-tree representation, some adaptive packing rules are adopted to develop an effective placement algorithm for solving the HTP problem in BBL mode. Two examples with benchmark data transformed from the Manhattan BBL mode placement (ami33/49) are presented to justify the feasibility and effectiveness of our algorithms. Experiment results demonstrate that the chip area usage of 94% is achieved through simulated annealing optimization. | [
-0.013656669296324253,
0.0034696052316576242,
0.0013846814399585128,
0.015767669305205345,
0.01722666807472706,
-0.014304581098258495,
0.009637905284762383,
-0.01653006300330162,
-0.015775976702570915,
-0.03239753469824791,
-0.023182805627584457,
0.003940635360777378,
-0.0039208196103572845,
0.010558988898992538,
0.006933498661965132,
-0.010205637663602829,
-0.00866730883717537,
-0.0029115788638591766,
0.012318344786763191,
0.006400119513273239,
-0.019471652805805206,
0.0115353399887681,
0.009211277589201927,
-0.029265103861689568,
-0.004203803837299347,
0.004350870847702026,
0.0024072134401649237,
0.0037671378813683987,
0.004911825060844421,
0.0160699263215065,
0.004081797786056995,
0.02074037864804268,
0.02384674735367298,
0.0038963574916124344,
0.010508790612220764,
0.045247435569763184,
-0.005002410616725683,
0.030087580904364586,
0.029919330030679703,
-0.005606384016573429,
0.008916983380913734,
-0.008774016052484512,
-0.004468552302569151,
-0.016152389347553253,
-0.00699883745983243,
0.02220119908452034,
-0.001389876939356327,
0.0020999747794121504,
0.011284369975328445,
0.006996748968958855,
-0.007292620837688446,
0.015558870509266853,
-0.0038841618224978447,
0.01538653764873743,
-0.006039881147444248,
-0.008795229718089104,
0.015213964506983757,
-0.006839248817414045,
0.0008218986331485212,
-0.01711224392056465,
-0.030408531427383423,
0.05209062620997429,
-0.003335600718855858,
-0.007379981689155102,
0.010070305317640305,
-0.06709599494934082,
0.01755707338452339,
-0.004466431215405464,
0.000155650544911623,
-0.006416505668312311,
0.03753465414047241,
0.011351868510246277,
-0.020356763154268265,
0.001407542498782277,
0.023496422916650772,
-0.020070970058441162,
-0.015743199735879898,
0.007774784229695797,
0.005506972782313824,
0.01313023455440998,
0.005916754715144634,
-0.008088864386081696,
0.0071041216142475605,
0.011662343516945839,
0.020484499633312225,
-0.005754922516644001,
-0.0007634339854121208,
0.009651103988289833,
0.015080077573657036,
0.0026946216821670532,
0.010967468842864037,
0.026198692619800568,
-0.014374477788805962,
-0.026512131094932556,
0.0018615371081978083,
0.013036925345659256,
-0.0019755871035158634,
0.007437930908054113,
-0.019247783347964287,
0.009141320362687111,
0.013783429749310017,
0.023934751749038696,
0.013014571741223335,
0.004173316527158022,
0.015279792249202728,
0.014367260038852692,
-0.02669726125895977,
0.02161676622927189,
-0.007842645049095154,
0.005050663370639086,
0.006303689442574978,
0.024729322642087936,
-0.020934028550982475,
-0.013639062643051147,
-0.0035324147902429104,
-0.01014785561710596,
-0.023059122264385223,
0.007300376892089844,
0.012649741023778915,
0.0393715500831604,
0.01702948287129402,
-0.014987451024353504,
0.009443975985050201,
-0.014842640608549118,
0.005741906818002462,
-0.04727804660797119,
-0.014987796545028687,
-0.001391577534377575,
-0.0020032082684338093,
-0.007199207320809364,
-0.012142950668931007,
-0.008442956954240799,
0.0207553431391716,
-0.020502224564552307,
-0.0074500287882983685,
-0.0012228910345584154,
-0.020712513476610184,
0.007174309343099594,
-0.005609889514744282,
0.017513375729322433,
0.03254586458206177,
0.0020287870429456234,
0.009194597601890564,
0.00621515978127718,
0.0034403279423713684,
-0.008355425670742989,
0.005379803944379091,
-0.0022714915685355663,
-0.0010333489626646042,
-0.02366345375776291,
0.009562350809574127,
0.024334747344255447,
-0.0064232745207846165,
-0.010092468932271004,
-0.011957589536905289,
0.006163569632917643,
-0.018162861466407776,
-0.007835764437913895,
-0.021536707878112793,
-0.003066668752580881,
0.014194400981068611,
-0.02927442267537117,
0.0033514690585434437,
0.008344760164618492,
-0.018651656806468964,
0.007159919012337923,
-0.03053710237145424,
0.0076003409922122955,
-0.023183591663837433,
0.003857359290122986,
-0.013633031398057938,
0.025908974930644035,
0.01665441505610943,
0.01022564247250557,
0.001099427230656147,
-0.006583423353731632,
0.014838984236121178,
0.008540620096027851,
-0.011979755014181137,
0.06713338196277618,
0.020922597497701645,
0.006064781919121742,
-0.03534979373216629,
-0.00484467064961791,
0.013637441210448742,
-0.0036190778482705355,
-0.008556648157536983,
0.003529170760884881,
0.01640399917960167,
-0.032569121569395065,
0.010446486063301563,
-0.013210250064730644,
0.002893938682973385,
0.030256465077400208,
0.00545229809358716,
0.0032018583733588457,
0.016214340925216675,
0.009138786233961582,
-0.004872418940067291,
-0.007014719769358635,
0.00437512481585145,
-0.02414560876786709,
0.0030196686275303364,
-0.025481993332505226,
-0.01457398571074009,
-0.0025686067529022694,
0.0015435641398653388,
-0.026177478954195976,
0.03007528930902481,
0.037772759795188904,
0.00800117664039135,
-0.003831714391708374,
-0.017051950097084045,
-0.007377736736088991,
-0.01123619545251131,
0.014783273451030254,
0.0012198141776025295,
0.0116669200360775,
0.026802606880664825,
-0.013704690150916576,
0.0013881068443879485,
-0.003985350485891104,
0.026457397267222404,
-0.0009844424203038216,
0.010857769288122654,
-0.0002476319205015898,
0.004857300780713558,
0.014545763842761517,
-0.009171608835458755,
0.008853999897837639,
-0.0029761171899735928,
-0.008103461936116219,
-0.01381526980549097,
0.00991689320653677,
0.02712753787636757,
-0.0010160638485103846,
0.01098453626036644,
-0.03421397507190704,
0.003296914743259549,
-0.012729452922940254,
0.015567995607852936,
-0.003905990393832326,
0.05483127385377884,
-0.03835483640432358,
-0.03418724611401558,
0.022464731708168983,
0.012415113858878613,
-0.009509323164820671,
-0.05176045745611191,
0.0014834904577583075,
0.0046284995041787624,
-0.0018451332580298185,
-0.016865769401192665,
0.0010733697563409805,
0.0032116908114403486,
0.008404823951423168,
0.0008187444764189422,
0.009128637611865997,
0.021905602887272835,
-0.0022226092405617237,
0.004603375680744648,
0.007551106624305248,
-0.001664807554334402,
0.006443479564040899,
-0.019469134509563446,
-0.045756153762340546,
0.001926879514940083,
-0.0056120287626981735,
0.003634103573858738,
0.030994100496172905,
0.004188284277915955,
-0.012657507322728634,
-0.007448581047356129,
-0.0813586413860321,
-0.010418608784675598,
-0.01418871246278286,
0.010294169187545776,
0.012807977385818958,
-0.010660286992788315,
0.009314600378274918,
0.012818314135074615,
-0.01918177120387554,
-0.014781296253204346,
0.004619247280061245,
0.020397424697875977,
-0.014592181891202927,
-0.0012326119467616081,
-0.014969523064792156,
-0.006668112240731716,
0.012577792629599571,
-0.007877696305513382,
-0.008425447158515453,
-0.03066188097000122,
0.01559017039835453,
-0.006937035825103521,
0.017492368817329407,
0.003946035169064999,
-0.016873322427272797,
0.02222616784274578,
-0.0061361100524663925,
0.005046163219958544,
-0.029118739068508148,
0.004806158598512411,
0.0015491051599383354,
0.014811658300459385,
-0.02531496435403824,
-0.03721931576728821,
-0.005225557833909988,
-0.021386466920375824,
-0.015883158892393112,
0.022626008838415146,
-0.006360395811498165,
0.01126830279827118,
-0.01619029976427555,
0.0007455900777131319,
0.01753627508878708,
0.009912991896271706,
-0.004474326968193054,
0.01201729103922844,
-0.010731568560004234,
-0.00010750442743301392,
0.017975829541683197,
0.01123102568089962,
-0.002998937154188752,
-0.0053640673868358135,
-0.013572203926742077,
0.017980583012104034,
-0.010629178956151009,
0.00027374993078410625,
-0.003617596812546253,
-0.002864229027181864,
-0.01545165665447712,
-0.014607447199523449,
0.027731679379940033,
0.00300770765170455,
-0.0004971376620233059,
-0.04439224302768707,
-0.01979721337556839,
0.007836761884391308,
0.01319836638867855,
0.014123343862593174,
-0.00968053936958313,
0.0025530499406158924,
0.0243062786757946,
0.00861863512545824,
0.023986410349607468,
0.007176238112151623,
-0.010865525342524052,
-0.011472716927528381,
-0.008773557841777802,
-0.006638483610004187,
0.011657736264169216,
-0.010409027338027954,
-0.03614550456404686,
0.012239175848662853,
-0.003303029341623187,
0.008260048925876617,
0.00686288345605135,
-0.003600310068577528,
0.0047688870690763,
-0.006204447243362665,
0.010766242630779743,
-0.015126505866646767,
-0.03186452388763428,
0.0004142693942412734,
0.0003897007554769516,
0.007319435477256775,
0.01361545454710722,
-0.007181794382631779,
0.039625998586416245,
0.023690897971391678,
-0.0065839216113090515,
0.008709818124771118,
0.007607967592775822,
0.0021617882885038853,
0.00535285659134388,
-0.012687980197370052,
0.00504826195538044,
0.015229015611112118,
-0.006427300162613392,
-0.036031804978847504,
-0.006279192864894867,
-0.004853527061641216,
-0.0017830200958997011,
0.004610663279891014,
-0.008639467880129814,
-0.014510270208120346,
0.016117841005325317,
-0.015673920512199402,
-0.02209147997200489,
0.025614850223064423,
0.07252416014671326,
0.011221716180443764,
-0.008956237696111202,
-0.009735442698001862,
-0.008427459746599197,
-0.006366007961332798,
-0.021368470042943954,
0.013037511147558689,
0.007249974180012941,
0.0008278298191726208,
0.010824252851307392,
0.00080918800085783,
0.0024050630163401365,
-0.0061943368054926395,
-0.016635874286293983,
0.008405068889260292,
0.0035508587025105953,
-0.009287968277931213,
-0.010196371003985405,
0.025900330394506454,
0.0097309909760952,
0.0038561911787837744,
0.007459532469511032,
0.022329460829496384,
0.019984548911452293,
-0.02849830500781536,
-0.04849223420023918,
-0.015419742092490196,
-0.025297943502664566,
0.008438851684331894,
0.001101095462217927,
0.009490959346294403,
-0.006880134344100952,
-0.03163457661867142,
-0.0046229613944888115,
0.012376401573419571,
0.021647680550813675,
-0.005954809952527285,
-0.021638834848999977,
0.019554367288947105,
0.018588244915008545,
-0.017741039395332336,
0.016602598130702972,
0.015523667447268963,
0.03644990921020508,
0.012616090476512909,
-0.014361148700118065,
-0.005130710545927286,
-0.005001796409487724,
0.0038122734986245632,
-0.007248768117278814,
-0.007306234911084175,
0.008366945199668407,
0.0142960911616683,
-0.0018342118710279465,
0.021322449669241905,
-0.002329325070604682,
-0.0033774785697460175,
0.0022119919303804636,
0.013581735081970692,
-0.027927730232477188,
-0.015471192076802254,
-0.0032991389743983746,
-0.016116632148623466,
-0.0011063660494983196,
-0.005178283900022507,
0.005020930431783199,
-0.009447050280869007,
0.012741051614284515,
0.0011216546408832073,
0.00094955088570714,
-0.004536869470030069,
-0.004105493891984224,
-0.02378116548061371,
-0.009017713367938995,
0.012155894190073013,
0.01655760034918785,
-0.020985323935747147,
0.026362024247646332,
-0.004049894865602255,
0.022179484367370605,
0.02616630122065544,
-0.0439622700214386,
0.022928662598133087,
0.017373137176036835,
0.01458775158971548,
-0.003164402674883604,
-0.0743674486875534,
-0.032963402569293976,
0.014249173924326897,
-0.008892800658941269,
-0.013177085667848587,
-0.04282288998365402,
-0.008522089570760727,
0.020837917923927307,
0.011745301075279713,
-0.0002636006101965904,
0.04237420856952667,
0.003875289112329483,
0.005507113412022591,
-0.000006463378667831421,
0.0085976030677557,
0.01160096749663353,
-0.02997807040810585,
0.002684452570974827,
-0.0032747152727097273,
-0.010317916050553322,
-0.004225937183946371,
-0.04055667668581009,
-0.01744520291686058,
-0.018818264827132225,
0.007280523888766766,
-0.08120545744895935,
-0.024395041167736053,
-0.010885387659072876,
0.0022964428644627333,
-0.01711786910891533,
-0.03901448845863342,
0.010721713304519653,
-0.013542245142161846,
-0.024592597037553787,
-0.013906093314290047,
-0.006428353954106569,
0.0019090124405920506,
-0.01395608950406313,
0.025859877467155457,
-0.003359793219715357,
-0.008174004964530468,
0.020954575389623642,
-0.01654052734375,
0.013738884590566158,
0.021655378863215446,
0.00652763806283474,
-0.01719392091035843,
-0.010603522881865501,
0.002451502252370119,
-0.011767948046326637,
-0.002588800620287657,
-0.0039831604808568954,
0.012009338475763798,
-0.0010214922949671745,
-0.020656049251556396,
0.0014390992000699043,
-0.0038347747176885605,
0.005003973376005888,
-0.006728414911776781,
-0.029482990503311157,
-0.018765397369861603,
0.05595895275473595,
0.007519556209445,
-0.029326030984520912,
0.018007781356573105,
-0.004254603758454323,
0.017372243106365204,
0.0037616421468555927,
-0.01757737621665001,
0.014565239660441875,
-0.0069031985476613045,
0.0060534607619047165,
-0.003749965224415064,
0.013375814072787762,
-0.0010695059318095446,
0.0050327107310295105,
-0.0058334944769740105,
-0.026143016293644905,
0.005160811357200146,
0.01789669319987297,
-0.020242109894752502,
-0.0017324648797512054,
0.043214358389377594,
-0.007883330807089806,
0.013796118088066578,
-0.015988735482096672,
0.003422414418309927,
0.0054286327213048935,
0.07207924127578735,
-0.013840950094163418,
0.023119565099477768,
-0.03235326707363129,
-0.01714370958507061,
0.007579149678349495,
0.001382698304951191,
-0.017507264390587807,
0.0026713134720921516,
-0.0032988963648676872,
0.009836742654442787,
0.001994042657315731,
-0.024985618889331818,
0.009082344360649586,
-0.01326846145093441,
-0.01975836791098118,
0.031116552650928497,
0.004953746218234301,
0.018165161833167076,
0.0018995996797457337,
0.026815995573997498,
0.025852425023913383,
-0.01843058317899704,
-0.00256704306229949,
-0.001874854788184166,
-0.002219744957983494,
-0.022979117929935455,
0.00557821337133646,
-0.043871402740478516,
-0.011996240355074406,
-0.001960639376193285,
0.011159444227814674,
0.006727412808686495,
-0.012079892680048943,
0.027300188317894936,
0.01368040032684803,
0.004019126296043396,
0.006538507528603077,
0.009541631676256657,
-0.011727354489266872,
0.02773205004632473,
0.015992499887943268,
-0.00781390629708767,
0.015627890825271606,
-0.0027632080018520355,
-0.025841079652309418,
0.010845080949366093,
-0.002828368917107582,
-0.019060613587498665,
0.011301977559924126,
0.007330324500799179,
-0.003981487825512886,
0.010898692533373833,
-0.004616584628820419,
0.017977576702833176,
0.005012931302189827,
0.005489746108651161,
0.008121095597743988,
-0.009665096178650856,
0.009289185516536236,
-0.0074257091619074345,
-0.007029353640973568,
-0.016792338341474533,
0.000966640654951334,
0.022235045209527016,
0.02687154710292816,
-0.005653697997331619,
-0.018529143184423447,
0.019265802577137947,
0.01220795325934887,
0.022278552874922752,
-0.00434016901999712,
0.007375775836408138,
-0.034090280532836914,
0.005609710700809956,
0.0018123418558388948,
0.0082712322473526,
-0.027980588376522064,
0.005469240248203278,
-0.00024797103833407164,
-0.006930639035999775,
-0.007510976865887642,
0.020952727645635605,
0.006596970837563276,
-0.007929080165922642,
-0.014673521742224693,
0.011583632789552212,
0.007059583440423012,
-0.0029317671433091164,
0.010531834326684475,
0.003858038457110524,
-0.009357454255223274,
-0.002742140321061015,
-0.014024920761585236,
0.006406974513083696,
0.033059261739254,
-0.00896039791405201,
0.005206543020904064,
0.003618292510509491,
0.01634027808904648,
0.020916081964969635,
0.003154020756483078,
-0.007781452964991331,
-0.014464898966252804,
0.00026924675330519676,
0.003851027460768819,
0.00932497251778841,
-0.002933140378445387,
0.005647668149322271,
-0.007628550752997398,
-0.01874898374080658,
0.04003924876451492,
-0.01511094719171524,
0.008038956671953201,
0.01843114010989666,
0.030774060636758804,
-0.013196151703596115,
0.013758531771600246,
0.005993574857711792,
-0.006910327356308699,
0.017866849899291992,
-0.007377848494797945,
-0.01242276094853878,
0.01954655349254608,
0.013214710168540478,
-0.01125529408454895,
-0.008403120562434196,
0.018380556255578995,
-0.021247755736112595,
0.011227398179471493,
0.019639471545815468,
-0.018436161801218987,
0.02417910099029541,
-0.0019197659566998482,
-0.0002468973398208618,
-0.009502822533249855,
0.008575345389544964,
0.019026070833206177,
0.00979045033454895,
0.04000672698020935,
0.019375760108232498,
-0.003098901128396392,
0.0021131704561412334,
-0.008653302676975727,
0.009030967019498348,
-0.02281041443347931,
-0.026163144037127495,
0.010030067525804043,
0.003578687785193324,
-0.004480141215026379,
0.021931957453489304,
0.0022360607981681824,
0.023733235895633698,
-0.01034562848508358,
-0.021337144076824188,
0.013975545763969421,
0.004122084006667137,
-0.0041860355995595455,
-0.015268496237695217,
-0.002206218196079135,
-0.008364400826394558,
0.0059119416400790215,
-0.010816561058163643,
0.028430551290512085,
0.021716417744755745,
0.006091337185353041,
0.015403581783175468,
0.014513994567096233,
0.012338369153439999,
-0.02503889426589012,
-0.0028897663578391075,
0.020217131823301315,
-0.007770960684865713,
0.010292982682585716,
-0.018963167443871498,
-0.007777628488838673,
-0.009865866973996162,
-0.011628657579421997,
-0.002135165734216571,
-0.01803584024310112,
-0.0018560998141765594,
0.01679382473230362,
-0.007931959815323353,
-0.00812136847525835,
-0.004311585798859596,
0.0003919941373169422,
-0.02168877422809601,
-0.003599312622100115,
-0.00022015138529241085,
0.021206270903348923,
0.0009723720140755177,
0.0255700945854187,
-0.008097737096250057,
-0.0037305932492017746,
0.013042671605944633,
0.012408273294568062,
-0.0336182564496994,
0.007603680714964867,
0.0021783015690743923,
-0.008966557681560516,
0.014826888218522072,
-0.027642302215099335
] | [
-0.010270582512021065,
-0.09437073022127151,
0.10403181612491608,
0.2926923632621765,
-0.24136635661125183,
0.3656267821788788,
-0.218308225274086,
-0.4992607831954956,
-0.26487335562705994,
-0.7802945971488953,
-0.2555035352706909,
0.07179293781518936,
-0.5274890065193176,
0.09323540329933167,
-0.04291614890098572,
0.05972745642066002,
0.9180654287338257,
-0.20875641703605652,
-0.5199740529060364,
-0.7759066224098206,
-0.13951699435710907,
-0.5171490907669067,
0.17772115767002106,
-0.008607784286141396,
0.002246784046292305,
0.33768928050994873,
0.6839600801467896,
0.12863649427890778,
0.3229127526283264,
0.25887423753738403,
-0.05448218435049057,
0.34275442361831665,
0.09024645388126373,
-0.7194196581840515,
0.6254224181175232,
0.05912959203124046,
-0.10790950804948807,
0.06900336593389511,
0.15571457147598267,
-0.4984838366508484,
0.26824894547462463,
-0.05536623299121857,
-0.1542668342590332,
0.3821425139904022,
-0.2575133442878723,
-0.42001044750213623,
-1.4397647380828857,
0.24760450422763824,
-0.4438911974430084,
-0.1324741393327713,
-0.1129135936498642,
0.267998605966568,
0.11485994607210159,
0.6557388305664062,
-0.10813511908054352,
0.3539282977581024,
-0.26639920473098755,
-0.5428467988967896,
0.22441524267196655,
-0.1498454213142395,
-0.4826594293117523,
-0.3629198372364044,
-0.14562468230724335,
0.24857990443706512,
-0.3550378978252411,
0.7137725353240967,
0.16774670779705048,
-0.35054606199264526,
-0.5293759107589722,
0.07761164009571075,
0.13791707158088684,
-0.3074430823326111,
-0.22078529000282288,
0.30579468607902527,
0.0021474554669111967,
0.12859515845775604,
0.005437960848212242,
-0.07361334562301636,
0.15170687437057495,
0.23073287308216095,
-0.38167381286621094,
0.2272581309080124,
0.2853335738182068,
-0.18049748241901398,
0.8010371923446655,
0.08031928539276123,
-0.3410678207874298,
0.4486089050769806,
-0.5927265882492065,
0.5620791912078857,
-0.0005635229172185063,
-0.284193217754364,
0.0676349624991417,
0.379934698343277,
0.10481400787830353,
0.2956189811229706,
0.2292347550392151,
-0.09313079714775085,
0.7809012532234192,
0.25912362337112427,
0.13919200003147125,
-0.004383081570267677,
0.24543221294879913,
-0.12128214538097382,
-0.4235092103481293,
-0.6578931212425232,
-0.4661563038825989,
-0.7037478089332581,
-0.18944799900054932,
0.11521697044372559,
-0.4944456219673157,
0.5176128149032593,
0.6763766407966614,
-0.16415582597255707,
0.2271849811077118,
0.14103356003761292,
0.04433831572532654,
-0.3466434180736542,
-0.19762149453163147,
0.3307726979255676,
-0.2951206862926483,
1.110080599784851,
0.18353360891342163,
0.5350921750068665,
0.26791223883628845,
-0.048771731555461884,
0.5409740209579468,
0.87198406457901,
-0.69147789478302,
-0.046971555799245834,
0.10855313390493393,
1.0283535718917847,
0.18906962871551514,
-0.11360405385494232,
-0.18526040017604828,
-0.6242656111717224,
-0.06335654854774475,
0.20269282162189484,
0.344230592250824,
0.023573102429509163,
-0.6335279941558838,
-0.2604355216026306,
0.23854000866413116,
-0.018651653081178665,
0.4087928533554077,
-0.12504036724567413,
0.23346693813800812,
-0.28868797421455383,
-0.21601946651935577,
0.04379604756832123,
0.2066192775964737,
0.19041092693805695,
-0.4676302969455719,
-0.09050794690847397,
-0.548291027545929,
0.15535783767700195,
-0.17588193714618683,
0.1523955911397934,
-0.1390564888715744,
0.2103763073682785,
-0.07269781827926636,
0.2015867978334427,
-0.697929859161377,
-0.2759021818637848,
-0.010090071707963943,
-0.12072189897298813,
0.3978692293167114,
0.10331234335899353,
0.18085511028766632,
0.19660477340221405,
0.1524200439453125,
-0.4148624837398529,
0.009951375424861908,
-0.3779647648334503,
-0.0024143860209733248,
-0.14488932490348816,
0.6256877779960632,
-0.030058447271585464,
0.11602003127336502,
0.06492937356233597,
-0.8088811635971069,
0.4064597189426422,
0.5172837972640991,
-0.5058004856109619,
-0.36932581663131714,
0.12860259413719177,
0.4755149185657501,
0.013140127994120121,
0.007225101348012686,
0.3038438856601715,
-0.3086482584476471,
-0.02220986969769001,
0.30017343163490295,
-0.7824344635009766,
1.541926383972168,
0.3340243995189667,
-0.2687656581401825,
1.0005569458007812,
-0.22119247913360596,
0.4221170246601105,
-0.14595170319080353,
0.22957701981067657,
0.32205677032470703,
-0.07163630425930023,
-0.5361233353614807,
-0.17997555434703827,
-0.02293386496603489,
0.48996326327323914,
-0.4846130907535553,
0.05999670550227165,
0.6630323529243469,
-0.5230721235275269,
-0.047736756503582,
-0.2923121452331543,
0.31495338678359985,
-0.10657791048288345,
0.1841333657503128,
0.17957836389541626,
-0.04109456017613411,
-0.026757927611470222,
1.3032176494598389,
-0.31481683254241943,
0.358214408159256,
0.357513964176178,
0.2377001792192459,
0.9409794211387634,
0.5381665229797363,
-0.04528984799981117,
0.9595478177070618,
-0.10473988205194473,
-0.012934735976159573,
-0.07915554195642471,
0.3905239701271057,
-0.3626646101474762,
0.08858893811702728,
-0.04504626989364624,
0.5203640460968018,
-0.7997375130653381,
0.38170507550239563,
0.04172416031360626,
-0.5549443960189819,
0.4469756782054901,
-0.4391239285469055,
-0.03901159390807152,
0.05020831897854805,
-0.3192867934703827,
-0.383374959230423,
-0.2099510282278061,
-0.010128061287105083,
-0.2720850110054016,
-0.2093011736869812,
0.6331014037132263,
0.2898249924182892,
-0.6147844195365906,
-0.04992489889264107,
0.23466293513774872,
0.10255558043718338,
-0.200338214635849,
0.18736207485198975,
-0.04275168851017952,
-0.35848549008369446,
0.18967647850513458,
0.24810853600502014,
-0.13428683578968048,
-0.594802737236023,
-0.47450724244117737,
-0.3865489959716797,
-0.20981678366661072,
0.7712152600288391,
0.7296719551086426,
0.5447455644607544,
-0.3499297797679901,
-0.8137232661247253,
-0.10062302649021149,
-0.5119932889938354,
-0.6832873225212097,
-0.22982606291770935,
0.3758072853088379,
-0.7893991470336914,
-0.6591041684150696,
-0.11308163404464722,
0.6616093516349792,
0.24761971831321716,
-0.10914141684770584,
0.03305443003773689,
0.17125003039836884,
0.01950099691748619,
-0.5102639198303223,
-0.32796230912208557,
-0.5403991937637329,
-0.005073713604360819,
0.9482606649398804,
-0.13439680635929108,
-0.5693472027778625,
0.7431275248527527,
0.5433660745620728,
-0.0039258855395019054,
-0.1739637404680252,
0.3893827795982361,
0.02842804044485092,
-0.2659092843532562,
-0.16219545900821686,
-0.3106103241443634,
-0.09476283937692642,
-0.2143639326095581,
0.06978481262922287,
-0.09021110087633133,
0.24210935831069946,
-5.928290367126465,
0.04626382887363434,
-0.5185512900352478,
0.46514183282852173,
-0.3406413793563843,
-0.1485307514667511,
0.2066584974527359,
-0.08736073970794678,
0.4731702208518982,
-0.20748724043369293,
-0.2412390261888504,
0.1341366320848465,
-0.16602757573127747,
0.3596291244029999,
0.16960369050502777,
0.05713281035423279,
0.6084312200546265,
0.017546456307172775,
0.5419785976409912,
-0.12016638368368149,
0.0819428563117981,
-0.21500997245311737,
0.15514682233333588,
-0.01457154843956232,
0.3189188838005066,
0.12136301398277283,
-0.9330487847328186,
-0.04213123396039009,
-0.5391767024993896,
-0.3887068033218384,
-0.04432907700538635,
-0.7244547605514526,
-0.03283959627151489,
-0.37431782484054565,
-0.19372451305389404,
0.14503991603851318,
0.719473123550415,
-0.15205036103725433,
0.456219345331192,
-0.10425469279289246,
0.30798518657684326,
0.4348889887332916,
0.01653280295431614,
0.01782805472612381,
0.25281909108161926,
-0.2690275311470032,
-0.16621915996074677,
0.04153820872306824,
-0.03975438326597214,
0.7299606800079346,
0.40216249227523804,
-0.16300466656684875,
0.2509693205356598,
0.28558406233787537,
0.023736976087093353,
-0.456232488155365,
-0.21129895746707916,
0.2321682721376419,
-0.7054941058158875,
0.12418131530284882,
0.48998650908470154,
-0.6535248756408691,
-0.23087914288043976,
-0.8192930221557617,
-0.10055696219205856,
-0.29836076498031616,
-0.7284741401672363,
-0.22253477573394775,
0.5303723216056824,
0.0874575823545456,
-0.17298632860183716,
0.364457905292511,
-0.024245908483862877,
-0.5602245926856995,
0.6187736988067627,
-0.2941810190677643,
-0.12787792086601257,
0.07916447520256042,
-0.2723466455936432,
-0.1130957305431366,
0.035651642829179764,
-0.2863181233406067,
-0.036759283393621445,
0.16879236698150635,
0.048567380756139755,
-0.26989200711250305,
-0.3637729585170746,
-0.006712463218718767,
-0.3560366928577423,
0.23724091053009033,
0.908290445804596,
-0.43319472670555115,
0.5099459290504456,
0.48184698820114136,
0.581810712814331,
0.303411066532135,
0.6668037176132202,
0.18610098958015442,
0.22484354674816132,
0.11798345297574997,
0.3855617642402649,
0.08284426480531693,
-0.24452047049999237,
-0.40163540840148926,
0.018660778179764748,
0.20761829614639282,
-0.4567459523677826,
0.35904842615127563,
0.3998315930366516,
0.07696101069450378,
-0.19007164239883423,
-0.1243717148900032,
-0.41929811239242554,
-0.2643686830997467,
0.2527307868003845,
-0.06018400937318802,
-0.347971647977829,
-0.07577862590551376,
0.31882932782173157,
-0.15806426107883453,
0.2096356302499771,
0.15775346755981445,
0.09721768647432327,
-0.01712162233889103,
-0.009449797682464123,
-0.4734223484992981,
0.1566125601530075,
0.6368963718414307,
-0.13321921229362488,
0.2131245732307434,
0.06720990687608719,
0.43501362204551697,
-0.3993498384952545,
-0.18594422936439514,
0.3740682303905487,
-0.20933037996292114,
-0.40558362007141113,
-0.014131938107311726,
0.22105133533477783,
-0.03761216998100281,
0.5379100441932678,
-0.10915271937847137,
-0.12805341184139252,
0.16270305216312408,
0.33453822135925293,
0.3416770398616791,
-0.27378562092781067,
-0.28631392121315,
-0.453000009059906,
0.14217999577522278,
-0.37249311804771423,
-0.681162416934967,
0.33364927768707275,
-0.10775556415319443,
-0.08195621520280838,
0.18331648409366608,
0.1869487315416336,
0.17812713980674744,
0.3867344260215759,
-0.25707998871803284,
0.7073636054992676,
0.015498542226850986,
-0.6872178316116333,
0.018712300807237625,
-0.14228585362434387,
0.22067178785800934,
0.006554117426276207,
-0.04941616207361221,
-0.5927255153656006,
0.3282233774662018,
0.03052123449742794,
-0.3932357430458069,
-0.2653787136077881,
-0.4450283944606781,
0.16715066134929657,
-0.05996757745742798,
0.19706201553344727,
0.19546478986740112,
0.013536638580262661,
-0.22707708179950714,
-0.16575711965560913,
-0.6177207231521606,
0.1485116183757782,
0.49331241846084595,
1.1063367128372192,
-0.5531607270240784,
-0.25188180804252625,
0.050185754895210266,
-0.7365514636039734,
-0.6329771876335144,
0.006007053889334202,
-0.22755812108516693,
0.5687414407730103,
0.283010870218277,
-0.0396692268550396,
-0.37218940258026123,
0.37667131423950195,
0.2474602609872818,
-0.2729136049747467,
-0.33269691467285156,
-0.22215434908866882,
0.4155227541923523,
-0.5218374133110046,
0.8723246455192566,
0.6582250595092773,
-0.2812809646129608,
-0.4320785105228424,
-0.14405633509159088,
0.26343369483947754,
-0.3908340334892273,
-0.091183140873909,
-0.47982653975486755,
-0.23605740070343018,
-0.2803860902786255,
-0.2055797278881073,
-0.22340750694274902,
0.4831930696964264,
-0.22215290367603302,
-0.21674008667469025,
0.009066675789654255,
0.3151606023311615,
-0.13097809255123138,
-0.275191068649292,
-0.10143877565860748,
-0.26631832122802734,
0.44622766971588135,
0.011234408244490623,
-0.684810996055603,
-0.25189900398254395,
-0.10662776976823807,
0.05137602239847183,
-0.30898821353912354,
-0.10682549327611923,
0.07010319083929062,
-0.12839873135089874,
-0.37729373574256897,
-0.09209466725587845,
0.3337152302265167,
-0.02316376008093357,
0.21766716241836548,
-0.41953256726264954,
0.3528943955898285,
0.19963809847831726,
-0.8415489196777344,
-0.41560453176498413,
0.1983739137649536,
0.4342266321182251,
-0.5088107585906982,
-0.9551684260368347,
0.10640153288841248,
0.2573613226413727,
-0.6786777377128601,
0.1383693963289261,
-0.3851337432861328,
0.5837955474853516,
0.5560452342033386,
-0.5090765357017517,
-0.5512028336524963,
-0.09286446869373322,
0.4775051176548004,
0.005207018461078405,
-0.33023467659950256,
-0.7119776606559753,
-0.4922530949115753,
0.08284414559602737,
0.08323536813259125,
-0.2113519310951233,
-0.6852712035179138,
0.09554557502269745,
-0.7101162672042847,
-0.27278196811676025,
0.18491871654987335,
0.4011050760746002,
0.08896232396364212,
0.3900229036808014,
-0.05017422139644623,
-0.12877555191516876,
0.17978425323963165,
0.1473521590232849,
-0.2180028110742569,
-0.3836413323879242,
-0.21897555887699127,
0.03141777589917183,
0.23066745698451996,
0.3007649779319763,
0.2547735273838043,
0.22609484195709229,
-0.09226240962743759,
0.5122178792953491,
0.08999361842870712,
-0.1985897272825241,
0.35068464279174805,
-0.6484516263008118,
-0.23270951211452484,
-0.2861170172691345,
0.0527312234044075,
0.7653107643127441,
0.06454900652170181,
0.21728183329105377,
-0.2425219863653183,
-0.4739372730255127,
0.4783133864402771,
0.42134934663772583,
-0.5394505262374878,
0.40145766735076904,
0.6103554368019104,
0.3424016237258911,
-0.0021338246297091246,
-0.2596043348312378,
0.06220301613211632,
0.24056784808635712,
0.0019583115354180336,
0.23873858153820038,
0.37511110305786133,
-0.40750715136528015,
0.127592995762825,
0.20777322351932526,
-0.07581747323274612,
0.6385505199432373,
0.17689649760723114,
-0.007911084219813347,
0.4858899712562561,
0.41571369767189026,
-0.019202137365937233,
-0.6033689379692078,
0.2597458064556122,
-0.04277166351675987,
-0.3549034893512726,
-0.09787847846746445,
0.25364843010902405,
0.44327399134635925,
0.31775128841400146,
-0.5703710317611694,
-0.1440107673406601,
0.3385505974292755,
0.2532954216003418,
-0.43324002623558044,
-0.35846391320228577,
-0.1695021390914917,
0.31726503372192383,
0.7413063049316406,
0.5992345213890076,
-0.8254572749137878,
-0.31565436720848083,
0.07616505771875381,
0.053761448711156845,
0.7034545540809631,
0.029523415490984917,
-0.060528069734573364,
1.1057072877883911,
0.34398290514945984,
0.03261392191052437,
-0.4221172630786896,
0.1317628026008606,
-0.5065544247627258,
-0.009055139496922493,
0.333219051361084,
-0.22682830691337585,
0.23293080925941467,
0.3402961790561676,
0.25632742047309875,
0.30710068345069885,
-0.71330326795578,
-0.16391588747501373,
-0.6430994868278503,
-0.06712387502193451,
0.4937223792076111,
-0.007504220586270094,
0.24714285135269165,
0.01998949609696865,
-0.25492674112319946,
0.4565536677837372,
-0.3078772723674774,
0.44036757946014404,
-0.03111453913152218,
-0.20722055435180664,
-0.013729206286370754,
0.4082103669643402,
-0.47741296887397766,
0.07190685719251633,
0.08847762644290924,
-0.18618394434452057,
-0.29229453206062317,
-0.1367051750421524,
-0.025255396962165833,
-0.17878741025924683,
0.13522325456142426,
0.07371317595243454,
-0.050970785319805145,
0.06551259011030197,
-0.02517591044306755,
-0.6165519952774048,
-0.19373880326747894,
0.47561073303222656,
0.2527119219303131,
0.2883628308773041,
-0.48220574855804443,
0.9964694976806641,
0.5949188470840454,
0.6748643517494202,
-0.22268660366535187,
0.12996870279312134,
0.39788174629211426,
0.5748347640037537,
-0.2661740183830261,
0.28435051441192627,
-0.4478703737258911,
0.019504021853208542,
-0.8475276231765747,
-0.20477382838726044,
0.5583006739616394,
0.6842999458312988,
0.04570998623967171,
-0.030514080077409744,
0.13673149049282074,
0.02034338191151619,
0.1213701143860817,
-0.2522774338722229,
-0.18097251653671265,
-0.24336440861225128,
-0.4365122318267822,
-0.7044132947921753,
0.075263611972332,
0.1382436603307724,
-0.0713437870144844,
-0.7537840604782104,
0.5054957866668701,
-0.10417826473712921,
-0.025972045958042145,
0.31732437014579773,
0.3539660573005676,
0.0894414409995079,
-0.44011029601097107,
0.38700443506240845,
-0.6152296662330627,
0.30324384570121765,
-0.06004756689071655,
0.6319528222084045,
0.2574244737625122,
-0.5223090648651123,
-0.4547126591205597,
-0.09162414819002151,
-0.584342360496521,
0.7501197457313538,
-0.23082470893859863,
0.7052111029624939,
-0.1246679350733757,
-0.2046944946050644,
-0.8250093460083008,
0.44644540548324585,
-0.09070208668708801,
-0.10581668466329575,
-0.057413794100284576,
-0.16547182202339172,
-0.2278774529695511,
0.023270854726433754,
0.003982796333730221,
-0.446542888879776,
-0.21257081627845764,
0.06485412269830704
] |
The synthesis of human hand motion and grasping of arbitrary shaped objects is a very complex problem. Therefore high-level control is needed to perform these actions. In order to satisfy the kinematic and physical constraints associated with the human hand and to reduce the enormous search space associated with the problem of grasping objects, a knowledge based approach is used. A three-phased scheme is presented which incorporates the role of the hand, the object, the environment and the animator. The implementation of a hand simulation system HANDS is discussed. | [
-0.013701502233743668,
0.007452535908669233,
-0.014694426208734512,
0.007526774425059557,
-0.013487201184034348,
-0.00510054174810648,
0.008202627301216125,
-0.0031897109001874924,
-0.013564285822212696,
-0.016110438853502274,
-0.027534781023859978,
0.006280258763581514,
-0.005074134562164545,
0.017818020656704903,
-0.006053553894162178,
0.020449917763471603,
-0.0036107630003243685,
-0.0004464635858312249,
0.006737205665558577,
-0.025852419435977936,
0.005279263947159052,
0.0006405250169336796,
0.010232079774141312,
-0.009772859513759613,
-0.014130874536931515,
-0.0034806067124009132,
-0.013689207844436169,
-0.013175764121115208,
-0.005534187890589237,
0.0075440788641572,
0.0034371286164969206,
0.023945188149809837,
0.0018668635748326778,
-0.013116627931594849,
0.005933786742389202,
0.0038740013260394335,
-0.0031065286602824926,
0.029124602675437927,
0.04573200270533562,
-0.004288684576749802,
-0.014745518565177917,
-0.003664722666144371,
0.006399889942258596,
-0.008646342903375626,
-0.009616091847419739,
-0.0037277976516634226,
0.0048432000912725925,
-0.0013222096022218466,
-0.018245669081807137,
0.007383580785244703,
-0.014744244515895844,
0.01203922089189291,
-0.005572155117988586,
0.01343622338026762,
-0.005895555485039949,
0.0025788103230297565,
0.016642190515995026,
-0.001040085917338729,
-0.0173017755150795,
-0.013812321238219738,
-0.012633574195206165,
0.010937257669866085,
0.015903841704130173,
-0.0015381294069811702,
0.00045924927690066397,
-0.067162424325943,
-0.0000771807535784319,
0.02534490078687668,
0.001260417397134006,
0.002668079687282443,
0.017984582111239433,
0.009189753793179989,
-0.0034278046805411577,
0.012829329818487167,
-0.008133279159665108,
0.01672847755253315,
-0.00467029120773077,
-0.01182316429913044,
-0.004909339360892773,
0.005233400035649538,
-0.02801329456269741,
-0.01435147039592266,
0.013050488196313381,
0.011272717267274857,
-0.021039601415395737,
0.023481911048293114,
0.01184132881462574,
0.0028031833935528994,
-0.0183862391859293,
-0.001513244933448732,
0.018989644944667816,
-0.007305514067411423,
0.0010840857867151499,
-0.009072390384972095,
0.0017610657960176468,
0.006661355495452881,
-0.011047828942537308,
-0.006094815209507942,
-0.023242473602294922,
-0.02024592086672783,
-0.000539095897693187,
0.008272838778793812,
0.01861189678311348,
-0.012778117321431637,
0.0032879156060516834,
0.015826765447854996,
0.012751446105539799,
0.017357898876070976,
-0.017278727144002914,
0.004828054923564196,
0.02412266656756401,
0.017115755006670952,
-0.004773919936269522,
-0.00870270561426878,
0.011239135637879372,
-0.03144574910402298,
-0.003360853996127844,
0.027088036760687828,
0.015598678030073643,
-0.005392512772232294,
0.0016534418100491166,
-0.008073678240180016,
-0.005240369122475386,
0.003154018195345998,
0.006444423459470272,
0.0019045396475121379,
0.0006353867938742042,
0.007455158978700638,
0.004089181311428547,
0.020544538274407387,
-0.011436712928116322,
0.0030584270134568214,
-0.01995101384818554,
0.022631889209151268,
-0.004928718786686659,
-0.006658780854195356,
-0.016545264050364494,
0.014254667796194553,
0.012670428492128849,
0.008754594251513481,
-0.007134620100259781,
0.005518275313079357,
0.0031373321544378996,
0.013032493181526661,
0.0345408096909523,
0.00023397202312480658,
-0.02398223616182804,
0.021206138655543327,
0.0062249102629721165,
-0.01296680886298418,
0.02079535648226738,
0.01263200119137764,
-0.008071839809417725,
-0.008507865481078625,
-0.006859093438833952,
-0.0024481003638356924,
-0.009927417151629925,
-0.02551298774778843,
-0.013962197117507458,
0.006986966822296381,
0.028674576431512833,
-0.00903423223644495,
0.011409190483391285,
0.007909010164439678,
0.0006823497242294252,
0.010871276259422302,
0.010622009634971619,
0.005957627668976784,
-0.02909734472632408,
0.0013219299726188183,
-0.0076437657698988914,
0.005051665473729372,
-0.0036069618072360754,
0.007192670833319426,
-0.004186508245766163,
0.011540411040186882,
-0.0019495367305353284,
0.008865883573889732,
-0.008444556966423988,
0.06678822636604309,
0.01719716377556324,
0.015823883935809135,
0.00023325576330535114,
0.013889137655496597,
0.00766696548089385,
-0.008184654638171196,
-0.002419212833046913,
-0.0010809239465743303,
-0.012296337634325027,
0.007081061135977507,
-0.014849928207695484,
-0.0073900409042835236,
-0.004309392999857664,
-0.012265067547559738,
-0.017435090616345406,
0.003621868323534727,
0.009985907934606075,
-0.002180983079597354,
0.02763945981860161,
0.013965794816613197,
0.0011989384656772017,
0.0006566204247064888,
0.03302580490708351,
-0.01861550658941269,
-0.012399448081851006,
0.013419847935438156,
-0.012685272842645645,
-0.013086832128465176,
0.020040076225996017,
-0.0019681653939187527,
0.015306292101740837,
0.01058945246040821,
-0.005117946304380894,
-0.0028410146478563547,
-0.00931058544665575,
-0.01205845084041357,
0.017387649044394493,
-0.003737078746780753,
0.03158223628997803,
-0.012063275091350079,
0.00279441406019032,
-0.0015933802351355553,
0.04433489963412285,
0.012691792100667953,
0.02770398184657097,
-0.002790914149954915,
-0.00921910535544157,
0.0139084467664361,
0.00594866368919611,
-0.012524407356977463,
-0.0068120877258479595,
-0.009505563415586948,
-0.0075927600264549255,
0.005622925702482462,
0.027801573276519775,
0.009828011505305767,
0.010405442677438259,
-0.04756486043334007,
0.009743657894432545,
-0.006779870949685574,
-0.006315815262496471,
-0.000660519115626812,
0.02373041771352291,
-0.01834670454263687,
0.0015435785753652453,
0.02480967529118061,
0.003555607283487916,
-0.012665179558098316,
-0.0037064794450998306,
-0.007641406264156103,
0.002818020526319742,
0.012411970645189285,
-0.01913677528500557,
-0.002147495746612549,
0.017020612955093384,
-0.009657764807343483,
0.021131182089447975,
0.013509963639080524,
0.021993456408381462,
-0.010357698425650597,
0.004053688142448664,
0.005084245931357145,
0.0002598126302473247,
0.0026990189217031,
-0.0002253090642625466,
0.01733405515551567,
0.04334206134080887,
0.03137018531560898,
0.010066422633826733,
0.015294966287910938,
0.004151226952672005,
-0.0036016220692545176,
0.0004390881222207099,
-0.08149310201406479,
-0.01590133272111416,
0.005476499907672405,
-0.00664267223328352,
0.009277056902647018,
-0.010029512457549572,
0.0038223371375352144,
0.018323736265301704,
-0.019371697679162025,
0.011075422167778015,
0.007963224314153194,
-0.018598737195134163,
-0.008086148649454117,
0.03560791537165642,
-0.003526290412992239,
-0.014509319327771664,
0.011828036978840828,
-0.020110605284571648,
0.003860840806737542,
-0.007045087404549122,
-0.0024530000519007444,
-0.015673376619815826,
0.014741593040525913,
-0.007006197236478329,
0.017569560557603836,
-0.0030969390645623207,
-0.0017547179013490677,
0.004450818058103323,
0.008018025197088718,
0.01081890519708395,
-0.00035031704464927316,
0.0024309048894792795,
-0.0000953884664340876,
-0.005787895061075687,
0.041575975716114044,
-0.025824550539255142,
-0.0010860353941097856,
-0.005647546146064997,
-0.01641310751438141,
-0.00717908376827836,
0.004861551336944103,
0.007314384449273348,
0.00287380488589406,
0.019930018112063408,
-0.008310730569064617,
0.0168217271566391,
0.024019770324230194,
-0.03260355070233345,
0.017917945981025696,
-0.011961214244365692,
-0.003241278463974595,
-0.0059178657829761505,
0.017431648448109627,
0.00801869761198759,
-0.009843121282756329,
-0.017873505130410194,
-0.01606963947415352,
0.019248122349381447,
-0.008459649048745632,
-0.004735164809972048,
0.0005919793038628995,
0.001138510531745851,
-0.003688120050355792,
-0.00021608136012218893,
-0.012749142944812775,
-0.012828758917748928,
0.006355502177029848,
0.006735664792358875,
-0.0015526995994150639,
-0.0036971799563616514,
0.013705294579267502,
0.0009498150320723653,
-0.001891571213491261,
0.0015655034221708775,
-0.023875264450907707,
-0.015492098405957222,
-0.014605790376663208,
-0.00800415687263012,
0.0058590262196958065,
0.0103466110303998,
-0.033423952758312225,
0.01416689995676279,
-0.006685144267976284,
-0.0005486810696311295,
0.0006980801117606461,
0.006301042623817921,
0.002848994918167591,
-0.018117861822247505,
0.015552236698567867,
-0.008342604152858257,
0.021063974127173424,
0.03749179095029831,
0.015472874976694584,
0.004679359961301088,
0.00882971752434969,
0.006155273411422968,
0.021688252687454224,
0.010651664808392525,
0.0018008186016231775,
0.010534914210438728,
-0.012093807570636272,
-0.009636161848902702,
0.011981495656073093,
-0.00975071918219328,
-0.0023765615187585354,
0.01628248393535614,
-0.00766531378030777,
-0.005305851344019175,
0.012617967091500759,
-0.008640219457447529,
-0.003583661513403058,
0.007111759856343269,
-0.008689005859196186,
0.03705958276987076,
0.007221542298793793,
-0.004759569652378559,
-0.020133059471845627,
0.02263331599533558,
0.07300586253404617,
0.009934944100677967,
0.0003344561846461147,
-0.01832420751452446,
0.010851634666323662,
-0.012875856831669807,
0.003284288803115487,
0.04183831810951233,
-0.027993924915790558,
-0.011903898790478706,
0.010205425322055817,
-0.007128906901925802,
0.0006813712534494698,
-0.004002102185040712,
-0.02248559705913067,
0.005333556793630123,
-0.03260521590709686,
-0.01815001294016838,
0.0015992822591215372,
0.015338795259594917,
-0.009109190665185452,
0.00808187760412693,
0.0001988671428989619,
-0.011692495085299015,
-0.007536283228546381,
-0.03708982095122337,
-0.04425220191478729,
-0.014907442964613438,
-0.005396870896220207,
0.0009548161760903895,
-0.014649594202637672,
0.0034924454521387815,
-0.0031994141172617674,
0.016585566103458405,
0.005636922083795071,
0.017758850008249283,
0.014153084717690945,
-0.026690330356359482,
0.004526623524725437,
0.010043112561106682,
0.014137948863208294,
-0.012937125749886036,
0.0038596061058342457,
0.027408864349126816,
0.0038432509172707796,
-0.0006182293873280287,
-0.0028356674592942,
-0.004001297522336245,
0.003238007891923189,
0.013140343129634857,
-0.021228674799203873,
-0.013750833459198475,
0.012389696203172207,
-0.019153334200382233,
0.01452984195202589,
0.01835213415324688,
0.011815994046628475,
-0.01208794116973877,
0.005482533015310764,
0.007063515949994326,
-0.020441479980945587,
0.0195391234010458,
0.026241037994623184,
-0.006910298019647598,
0.01616397500038147,
-0.0037356875836849213,
0.010045873932540417,
-0.008749507367610931,
-0.01912703923881054,
0.01902805082499981,
-0.01634460687637329,
0.020394954830408096,
-0.0022642917465418577,
-0.0015886338660493493,
-0.024508744478225708,
-0.026896461844444275,
-0.01796693541109562,
-0.006049628369510174,
-0.011466190218925476,
0.02647734433412552,
0.012800038792192936,
-0.011000849306583405,
-0.02169225923717022,
-0.007750039920210838,
0.04192773997783661,
-0.00954782497137785,
0.0025566513650119305,
-0.07463172823190689,
-0.01269415020942688,
0.01241273246705532,
-0.00422271154820919,
-0.003950412385165691,
0.005491552408784628,
-0.007985132746398449,
0.009135602973401546,
0.01297000702470541,
-0.009941933676600456,
0.0000017540795624881866,
0.00929235015064478,
0.0017638939898461103,
0.015554488636553288,
0.009778173640370369,
0.01121531706303358,
-0.026008425280451775,
0.004921243991702795,
-0.00266304356046021,
-0.01197132933884859,
-0.00820926297456026,
0.0189812108874321,
0.024488018825650215,
-0.006354251876473427,
0.002574206329882145,
-0.08168353885412216,
-0.013406075537204742,
0.009581287391483784,
0.017477860674262047,
0.0029103029519319534,
0.0329396016895771,
0.008972417563199997,
-0.026275504380464554,
0.005072466563433409,
-0.013542057015001774,
-0.013876408338546753,
-0.007613843306899071,
0.012874850071966648,
0.014525044709444046,
0.004098596516996622,
-0.0011861557140946388,
-0.008979063481092453,
0.010980850085616112,
0.012928662821650505,
0.012595955282449722,
0.009168384596705437,
-0.01582683064043522,
-0.012417123652994633,
0.0005350025021471083,
-0.013786636292934418,
0.013565564528107643,
-0.022095413878560066,
0.015040065161883831,
-0.0034946587402373552,
-0.03152692690491676,
0.015182347036898136,
0.015024835243821144,
0.010271554812788963,
-0.02437402680516243,
0.005037795286625624,
-0.015623983927071095,
0.009071677923202515,
0.010642310604453087,
-0.019027136266231537,
-0.017825964838266373,
-0.0020840023644268513,
0.004913986194878817,
-0.011938091367483139,
-0.005957555025815964,
0.006237511523067951,
0.012668251059949398,
0.0024180265609174967,
0.0022083381190896034,
0.010689545422792435,
-0.0019908216781914234,
0.010632645338773727,
0.0051348768174648285,
0.025988440960645676,
0.015528933145105839,
-0.002983825048431754,
-0.0013574622571468353,
-0.006062628701329231,
0.0025948607362806797,
0.008711877278983593,
-0.00014646821364294738,
-0.014898969791829586,
-0.00866359006613493,
-0.011437313631176949,
0.0717746689915657,
-0.01272162701934576,
0.001023034448735416,
0.02085760235786438,
0.002496251603588462,
-0.001681740628555417,
0.0016484371153637767,
0.002423128578811884,
-0.01805824600160122,
-0.020471928641200066,
-0.024185294285416603,
-0.0016284516314044595,
0.010846964083611965,
0.009750854223966599,
0.009537085890769958,
0.0035818046890199184,
-0.022240130230784416,
-0.02457372657954693,
-0.000256097613601014,
0.008128439076244831,
-0.013084996491670609,
-0.007121713366359472,
-0.009887000545859337,
0.01164795458316803,
-0.011445140466094017,
0.003210345283150673,
-0.03375457972288132,
0.0044073485769331455,
-0.011461070738732815,
-0.03817075118422508,
-0.02155357599258423,
0.026354501023888588,
-0.0016348013887181878,
0.00856106448918581,
0.022335819900035858,
0.00565529428422451,
0.007927307859063148,
-0.002276768209412694,
-0.022198375314474106,
-0.023267965763807297,
0.007218341808766127,
0.015206598676741123,
-0.0014239978045225143,
-0.00811819639056921,
-0.0012594280997291207,
0.03207393363118172,
0.019166089594364166,
-0.010525092482566833,
0.024956274777650833,
0.014566630125045776,
0.016957342624664307,
-0.005105544812977314,
0.015692446380853653,
0.02023892290890217,
0.012884759344160557,
-0.017539585009217262,
-0.024090271443128586,
0.0016904240474104881,
-0.03506671264767647,
0.0033753723837435246,
-0.006044543813914061,
-0.010851597413420677,
-0.005464115180075169,
0.0018796726362779737,
-0.012638851068913937,
0.0076607875525951385,
0.01549979206174612,
-0.010409499518573284,
0.011149143800139427,
0.014350167475640774,
0.004982485435903072,
0.03146388754248619,
0.0023736085277050734,
0.00990066397935152,
-0.0012904348550364375,
0.006566948723047972,
-0.007157200947403908,
-0.011056068353354931,
0.03216201066970825,
0.0065164887346327305,
-0.0022282148711383343,
0.032255467027425766,
-0.0006857879925519228,
-0.009881313890218735,
-0.0022576525807380676,
0.0018496724078431726,
-0.0011536714155226946,
-0.0023058352526277304,
-0.00030810898169875145,
0.008783768862485886,
0.014196055941283703,
0.004682983737438917,
0.003274041460826993,
-0.008431517519056797,
0.004311795346438885,
0.032666031271219254,
0.020222678780555725,
0.008494681678712368,
0.0019254423677921295,
0.005996573716402054,
0.007826035842299461,
0.020018359646201134,
0.004756128415465355,
0.0036645301152020693,
-0.013258753344416618,
-0.0006268720608204603,
0.008881374262273312,
-0.011365293525159359,
-0.007671699393540621,
-0.018870363011956215,
-0.0016995648620650172,
0.017541656270623207,
-0.01332321111112833,
0.018162360414862633,
0.019841786473989487,
-0.013021208345890045,
-0.006454048212617636,
-0.0036430663894861937,
0.015742335468530655,
-0.0023739165626466274,
0.009875806048512459,
0.014481015503406525,
-0.028061609715223312,
0.020494550466537476,
0.013446692377328873,
-0.020825890824198723,
-0.009569568559527397,
0.01052516046911478,
0.007243513595312834,
-0.01700490526854992,
0.01199832372367382,
-0.006497281137853861,
-0.008948328904807568,
0.005515957251191139,
0.01395185012370348,
-0.01606391929090023,
0.013975434005260468,
0.0009534371783956885,
-0.01987541653215885,
-0.014911225996911526,
0.010099253617227077,
-0.009212822653353214,
0.0001814995484892279,
-0.0005907441372983158,
0.0054576946422457695,
-0.010723846964538097,
0.004219723399728537,
0.011941416189074516,
0.009052428416907787,
0.002460251795127988,
-0.010797608643770218,
0.005563832353800535,
0.008220842108130455,
-0.006980193313211203,
-0.046138402074575424,
0.024813398718833923,
-0.004781975876539946,
0.0039781625382602215,
0.009706404991447926,
0.003654537023976445,
-0.005219252314418554,
0.007123521529138088,
-0.002903679385781288,
0.014496231451630592,
0.0059623681008815765,
0.023451747372746468,
-0.0012679145438596606,
0.0320364348590374,
0.008982031606137753,
-0.008529191836714745,
-0.02267942950129509,
0.0016266220482066274,
-0.03166036680340767,
-0.007557751145213842,
-0.025997674092650414,
-0.023887725546956062,
-0.01046702079474926,
0.0007472680881619453,
-0.027558347210288048,
0.020125240087509155,
0.022784031927585602,
-0.006144765764474869,
0.010990929789841175,
-0.00801737979054451,
-0.019979160279035568,
-0.0077355289831757545,
-0.012826564721763134,
0.0059797740541398525,
0.0012025658506900072,
0.00635434640571475,
0.00791463628411293,
-0.011579316109418869,
-0.015558258630335331,
0.0024101075250655413,
0.012915350496768951,
-0.006411042995750904,
0.014423605054616928,
-0.028539152815937996,
0.00028547836700454354,
0.0070518446154892445,
0.0020695095881819725,
-0.010117691941559315
] | [
-0.16201873123645782,
-0.05475931987166405,
0.05963398888707161,
0.04031292721629143,
0.20392072200775146,
0.474393367767334,
-0.16506490111351013,
-0.3569861948490143,
-0.25193125009536743,
-0.6005779504776001,
-0.03700491786003113,
0.8340717554092407,
-0.038395337760448456,
-0.2561078369617462,
-0.2919345200061798,
0.3411332070827484,
0.5293390154838562,
0.04248635098338127,
0.20584596693515778,
0.06348888576030731,
-0.46879810094833374,
-0.35045960545539856,
0.3879293203353882,
0.22800485789775848,
-0.27305856347084045,
-0.012655958533287048,
0.7782334089279175,
0.4342471659183502,
0.18167941272258759,
-0.411879301071167,
-0.2425958663225174,
-0.018696840852499008,
-0.39116647839546204,
-1.2342323064804077,
-0.4089741110801697,
-0.19746588170528412,
-0.2876468896865845,
-0.003066708566620946,
-0.29455843567848206,
-0.43265098333358765,
-0.09665945917367935,
0.12081445753574371,
-0.5619025230407715,
-0.00632828613743186,
-0.22008393704891205,
-0.39416220784187317,
-1.3094855546951294,
0.17559508979320526,
-0.7237613201141357,
0.30733010172843933,
-0.4161463677883148,
0.13752590119838715,
0.7858520150184631,
0.22330839931964874,
-0.10266627371311188,
0.430047869682312,
-0.3868820369243622,
0.05928066372871399,
-0.06104816868901253,
-0.23567838966846466,
-0.10482734441757202,
0.22794879972934723,
-0.029871679842472076,
0.02605562098324299,
0.022165289148688316,
0.14484275877475739,
0.23399926722049713,
-0.1974530667066574,
-0.6264004111289978,
0.0696529969573021,
0.26774075627326965,
-0.16497376561164856,
-0.3843021094799042,
0.5925182104110718,
-0.3396220803260803,
-0.33916348218917847,
0.43250030279159546,
-0.3181926906108856,
0.33956608176231384,
-0.11748328059911728,
-0.16131453216075897,
0.44019266963005066,
0.7751399874687195,
-0.1457405835390091,
0.7171618938446045,
0.11839763820171356,
-0.01805226132273674,
0.5756611824035645,
-0.2578291893005371,
-0.02038838155567646,
0.021249422803521156,
-0.6722854971885681,
-0.05694597214460373,
0.28312942385673523,
0.6963334679603577,
0.1576746255159378,
0.1880907267332077,
0.32213401794433594,
0.02709099091589451,
0.3783184885978699,
0.2117547243833542,
0.008758416399359703,
0.05833148583769798,
-0.17827746272087097,
0.09622873365879059,
-0.5208033323287964,
-0.6253470182418823,
-0.8130097985267639,
-0.43941932916641235,
0.31426870822906494,
-1.0316447019577026,
0.24242016673088074,
0.3207037150859833,
-0.2609391212463379,
-0.1512729525566101,
0.15934915840625763,
0.23425909876823425,
0.1693296581506729,
-0.33658936619758606,
0.3518883287906647,
0.6427468657493591,
1.0270451307296753,
0.3455238342285156,
0.20291678607463837,
0.09200277179479599,
-0.06810438632965088,
0.3075285851955414,
0.2492334246635437,
-0.24471136927604675,
-0.3489903211593628,
0.7401967644691467,
0.6623070240020752,
0.002336949808523059,
-0.5279566049575806,
-0.13183997571468353,
-0.47307732701301575,
0.6844099760055542,
0.10680723190307617,
0.15483255684375763,
0.3654935956001282,
-0.7957392930984497,
-0.1205393522977829,
0.11346223950386047,
-0.07609288394451141,
0.462117463350296,
-0.3589556813240051,
0.12150601297616959,
0.05518215149641037,
-0.3738883435726166,
0.15085174143314362,
-0.5446295738220215,
0.3281155526638031,
-0.8293178081512451,
-0.2887808382511139,
0.027823977172374725,
1.222109317779541,
-0.030054137110710144,
-0.33704569935798645,
0.16796284914016724,
0.02079905942082405,
0.3353748619556427,
-0.1056298315525055,
-0.7261732220649719,
-0.32230862975120544,
0.08724880963563919,
-0.7051764130592346,
0.2924955189228058,
0.5133131742477417,
0.4536705017089844,
0.08807939291000366,
0.16620630025863647,
0.14734822511672974,
0.0012842242140322924,
-0.43721747398376465,
-0.313986212015152,
-0.6040266156196594,
-0.056892044842243195,
0.12242824584245682,
0.30824199318885803,
0.25256749987602234,
-0.733971357345581,
-0.1632077842950821,
-0.2453659325838089,
-0.8858944177627563,
0.15155820548534393,
-0.08018980175256729,
0.2532280385494232,
-0.1552039533853531,
-0.554282546043396,
0.21353380382061005,
-0.20185980200767517,
-0.2887491285800934,
0.4162367582321167,
-0.7186612486839294,
1.1278780698776245,
-0.21116101741790771,
-1.2104477882385254,
1.058347225189209,
-0.038211576640605927,
0.48614785075187683,
-0.23764178156852722,
-0.1285180151462555,
0.025505974888801575,
-0.07165161520242691,
-0.19596879184246063,
-0.4200984537601471,
0.24261505901813507,
-0.006029563024640083,
0.06105414032936096,
0.029098691418766975,
0.22368404269218445,
-0.2558225989341736,
0.17007458209991455,
-0.5656208992004395,
0.2494557946920395,
0.05407257378101349,
-0.1727231740951538,
0.17547670006752014,
0.15224507451057434,
0.6807913184165955,
0.9800983667373657,
-0.1545732021331787,
0.259115993976593,
0.7728410363197327,
0.03444761410355568,
0.39548566937446594,
0.7165936231613159,
0.3757842183113098,
0.6501496434211731,
-0.6861109733581543,
-0.35875841975212097,
0.20145627856254578,
0.0824476107954979,
-0.37723636627197266,
-0.05628708004951477,
-0.40183061361312866,
0.2976517379283905,
-0.5816680788993835,
-0.05955449864268303,
-0.02227315865457058,
0.058491189032793045,
0.32995858788490295,
-0.3648555874824524,
0.46107247471809387,
0.23911571502685547,
-0.16163402795791626,
-0.17076633870601654,
0.37048396468162537,
-0.04087628051638603,
-0.08304426819086075,
-0.11115457117557526,
0.6949148178100586,
0.2916176915168762,
-0.48045167326927185,
0.08502194285392761,
-0.22446048259735107,
-0.2868545949459076,
-0.5203439593315125,
-0.08976338803768158,
0.5171798467636108,
-0.043771304190158844,
0.025681326165795326,
0.06384724378585815,
0.3689537048339844,
-0.2779056429862976,
-0.6926218271255493,
-0.5715107917785645,
-0.43939903378486633,
0.5286051034927368,
0.9481670260429382,
0.8228195905685425,
-0.34628787636756897,
-0.10975240170955658,
-0.277727335691452,
0.2829187512397766,
-0.5436416864395142,
-0.04678840562701225,
-0.3363701403141022,
-0.691111147403717,
-0.5987682938575745,
0.3487108051776886,
0.6627346873283386,
0.8473950624465942,
-0.1020754873752594,
-0.28347983956336975,
-0.26786598563194275,
0.44389432668685913,
-0.4337872266769409,
-0.5802097320556641,
-0.17536915838718414,
-0.02709716372191906,
0.17196379601955414,
-0.015613207593560219,
-0.6387603878974915,
0.18655844032764435,
0.4855455160140991,
-0.26458051800727844,
0.0887051671743393,
0.0661928728222847,
-0.3343823254108429,
-0.40138062834739685,
0.39088985323905945,
-0.08056904375553131,
-0.49160003662109375,
0.03063100390136242,
-0.17794649302959442,
-0.13174134492874146,
0.13651372492313385,
-5.865999698638916,
-0.6810458898544312,
-0.6131275296211243,
0.31160441040992737,
0.10760977864265442,
0.11697513610124588,
0.91841721534729,
-0.16333405673503876,
0.20032387971878052,
0.1327824592590332,
-0.14127014577388763,
0.15310652554035187,
0.05091061443090439,
0.6519744992256165,
0.19117671251296997,
0.3281569480895996,
0.3233188986778259,
-0.07588711380958557,
0.10958276689052582,
0.5061239004135132,
0.1613103449344635,
-0.5918750166893005,
-0.18255294859409332,
0.41341784596443176,
0.5386768579483032,
-0.41838130354881287,
-0.8476470708847046,
-0.1591135859489441,
-0.2702106237411499,
-0.006512467749416828,
-0.3264838755130768,
-0.14962910115718842,
-0.5285088419914246,
-0.2342044711112976,
0.6002185940742493,
0.07817906886339188,
0.7735835909843445,
0.09322812408208847,
0.8246265649795532,
-0.6698579788208008,
0.266032874584198,
0.396346777677536,
0.007624299731105566,
0.0831318274140358,
0.2912112772464752,
-0.45258548855781555,
-0.43516257405281067,
0.02294463850557804,
-0.3275091052055359,
0.8202592134475708,
-0.025805622339248657,
-0.14343498647212982,
0.6990017890930176,
-0.18091902136802673,
0.41163530945777893,
-0.28089144825935364,
0.5845001339912415,
0.25963103771209717,
-0.2101319432258606,
0.252567321062088,
0.19582143425941467,
-0.7331295013427734,
0.1521460860967636,
-0.9865792989730835,
-0.2929914593696594,
0.2275131344795227,
-0.9041277170181274,
-0.6838281750679016,
0.3723362982273102,
0.0969652533531189,
-0.20291034877300262,
0.06421638280153275,
-0.5718541741371155,
-0.6618497371673584,
0.5599737167358398,
-0.010860200971364975,
0.22791768610477448,
-0.2207087129354477,
0.23196473717689514,
0.03266896307468414,
-0.3897782564163208,
-0.6218716502189636,
0.022329850122332573,
0.15693727135658264,
0.1851208508014679,
0.055598560720682144,
-0.2834359109401703,
-0.28620287775993347,
-0.13023041188716888,
0.26273399591445923,
0.6386162042617798,
-0.1135592833161354,
-0.11581552773714066,
0.25731801986694336,
0.2451651394367218,
-0.03633583337068558,
0.4049663841724396,
0.06458570063114166,
0.03923390433192253,
-0.3296962082386017,
0.4520089030265808,
-0.12992297112941742,
-0.16585929691791534,
-0.15869544446468353,
0.34273776412010193,
0.08161450922489166,
-0.2313506305217743,
0.36596813797950745,
0.5835197567939758,
-0.055826883763074875,
-0.19876790046691895,
-0.11750638484954834,
-0.24975250661373138,
0.00435289042070508,
0.21436020731925964,
0.15787319839000702,
-0.601665198802948,
0.2702021896839142,
0.10805081576108932,
-0.17971980571746826,
-0.191529780626297,
0.22853298485279083,
-0.2178422510623932,
0.062401182949543,
0.3349924087524414,
-0.7700740098953247,
-0.009273293428122997,
0.6972618103027344,
-0.05562973767518997,
0.11084842681884766,
-0.15377913415431976,
0.46041905879974365,
-0.1551174819469452,
0.23325581848621368,
0.168795645236969,
-0.23960600793361664,
-0.21282991766929626,
-0.11944474279880524,
0.03976831212639809,
-0.5633572936058044,
0.3092707693576813,
0.09424591809511185,
-0.04178141802549362,
-0.48804762959480286,
0.007981636561453342,
0.012833130545914173,
-0.3225339353084564,
0.07079514116048813,
-0.43883708119392395,
-0.0034951786510646343,
0.025473400950431824,
-0.4871954321861267,
0.03364148363471031,
-0.006918092258274555,
-0.24798905849456787,
-0.6706879734992981,
-0.16144981980323792,
0.1053495779633522,
0.5892724394798279,
-0.16731633245944977,
0.2813910245895386,
-0.22944802045822144,
-0.8335536122322083,
0.3383013606071472,
0.43921738862991333,
0.07947897166013718,
-0.773694634437561,
-0.17792059481143951,
0.06613658368587494,
0.31274476647377014,
0.022844048216938972,
-0.5531125068664551,
-0.42815789580345154,
-0.73874431848526,
0.16828010976314545,
-0.19806088507175446,
-0.2448505014181137,
0.2329142987728119,
-0.16117778420448303,
-0.061282116919755936,
-0.05227673053741455,
-0.8959384560585022,
0.12461880594491959,
-0.003530290210619569,
0.3559102714061737,
0.060074709355831146,
0.03738061711192131,
-0.1369314342737198,
-0.0939672440290451,
-0.4166127145290375,
0.34980419278144836,
0.6595327258110046,
0.376263290643692,
-0.0599830225110054,
-0.2277117669582367,
-0.03604092821478844,
0.3681126534938812,
0.690907895565033,
-0.25505802035331726,
-0.26445630192756653,
-0.03611119091510773,
0.4382891356945038,
-0.5286060571670532,
0.20150719583034515,
0.7372981309890747,
-0.6142661571502686,
-0.05756189674139023,
-0.0018620226765051484,
0.023559050634503365,
-0.14371833205223083,
-0.42527011036872864,
-0.30668923258781433,
0.26550671458244324,
-0.36661970615386963,
-0.8628623485565186,
0.1591101884841919,
0.5858445763587952,
-0.44828683137893677,
-0.2723252475261688,
0.37558913230895996,
0.2808016836643219,
-0.2910418212413788,
-0.5249953269958496,
0.14082762598991394,
-0.35496360063552856,
-0.20761172473430634,
0.5918089747428894,
-0.12469854950904846,
0.09085717797279358,
0.35103797912597656,
-0.28915876150131226,
0.3126835525035858,
-0.12999215722084045,
0.021057557314634323,
-0.21888752281665802,
-0.17065027356147766,
-0.33422109484672546,
0.5211273431777954,
-0.16678576171398163,
-0.02093098685145378,
0.3635270297527313,
0.9214886426925659,
-0.05488821491599083,
-0.05991072207689285,
-0.08352408558130264,
0.07035668939352036,
0.28905925154685974,
-0.6467249989509583,
-0.7886771559715271,
0.0017662709578871727,
0.5451391935348511,
0.02403833344578743,
-0.061700403690338135,
-0.021601602435112,
0.5357093214988708,
0.22111614048480988,
-0.31645768880844116,
-0.3070772886276245,
0.03501702472567558,
0.2321157306432724,
-0.0190641637891531,
-0.1890021115541458,
-0.4297989308834076,
-0.6279231309890747,
0.3318518400192261,
0.12891371548175812,
-0.4955897331237793,
-0.8927595615386963,
0.5776862502098083,
-0.5615139007568359,
0.28507742285728455,
0.023519553244113922,
0.20139272511005402,
0.15733782947063446,
0.058331914246082306,
-0.2347714900970459,
0.0458507239818573,
0.22029803693294525,
0.4989953637123108,
-0.4956578314304352,
0.23373930156230927,
0.5191739797592163,
0.3401171565055847,
-0.04512406140565872,
0.6151522397994995,
0.05021100118756294,
0.28037571907043457,
-0.4287150204181671,
-0.26566192507743835,
-0.17683368921279907,
-0.24325639009475708,
0.06426806002855301,
-0.0381794311106205,
0.09926359355449677,
-0.20445500314235687,
0.17627932131290436,
0.41840070486068726,
0.13932907581329346,
0.17030328512191772,
-0.036833543330430984,
0.4464462101459503,
0.8807979822158813,
0.4981890618801117,
-0.6373977661132812,
0.07324283570051193,
0.14904646575450897,
0.03251485526561737,
0.13155844807624817,
-0.059530071914196014,
0.2264532595872879,
0.23457129299640656,
-0.20732969045639038,
-0.06522826105356216,
0.3381368815898895,
-0.2278885394334793,
0.18217898905277252,
0.3247623145580292,
-0.22170516848564148,
0.6840400099754333,
0.3401367962360382,
-0.04846758022904396,
0.2553628385066986,
0.1823362559080124,
-0.42811882495880127,
-0.18282561004161835,
0.3620028495788574,
-0.013325088657438755,
0.1060696616768837,
0.17467056214809418,
0.2915828227996826,
0.3369351029396057,
1.0904662609100342,
-0.16572503745555878,
0.09348930418491364,
0.0033292146399617195,
0.06986036151647568,
0.221724271774292,
0.16218599677085876,
-0.02042737416923046,
0.3493872880935669,
0.33074113726615906,
0.6610698103904724,
-0.3970518708229065,
0.02349059097468853,
0.4442126154899597,
0.4256224036216736,
0.40612104535102844,
0.4299556314945221,
-0.5061870217323303,
0.8999484181404114,
0.7771217823028564,
-0.20572903752326965,
0.31424495577812195,
-0.002132536843419075,
-0.20784790813922882,
-0.28185921907424927,
0.26105526089668274,
-0.3047032356262207,
-0.1074734702706337,
0.8210283517837524,
0.17233720421791077,
1.1501624584197998,
0.10627803951501846,
0.022503402084112167,
-0.46600988507270813,
0.12034741789102554,
0.25267869234085083,
0.2860065698623657,
0.24727758765220642,
0.09859586507081985,
-0.20465442538261414,
0.5630777478218079,
-0.8597487807273865,
0.3583791255950928,
-0.45779845118522644,
-0.7822209596633911,
0.5016257762908936,
-0.05582202598452568,
0.05258527398109436,
-0.015164101496338844,
0.021894117817282677,
0.10316934436559677,
-0.4093579351902008,
0.046496499329805374,
-0.3172024190425873,
0.10595963150262833,
-0.019804514944553375,
0.26914292573928833,
0.3088677227497101,
0.05706601217389107,
-0.3866078555583954,
-0.4646076261997223,
-0.3151014447212219,
0.12799072265625,
-0.2984054386615753,
0.009417311288416386,
-0.5243620276451111,
0.518095850944519,
0.3418479859828949,
0.2559153139591217,
-0.03570753335952759,
0.8068192601203918,
0.022114116698503494,
0.18318858742713928,
-0.08532030135393143,
0.318462997674942,
-0.8541091680526733,
-0.2903309166431427,
-0.7733675241470337,
-0.17655625939369202,
0.5250601172447205,
-0.14115828275680542,
-0.2789171636104584,
0.02696218714118004,
-0.03366676717996597,
0.6548881530761719,
-0.08770209550857544,
-0.14977076649665833,
0.450236052274704,
-0.3711100220680237,
-0.06515282392501831,
-0.559639573097229,
0.3900143802165985,
0.19219301640987396,
-0.11615367978811264,
-0.5779664516448975,
0.3680128753185272,
0.1779239922761917,
-0.6575655341148376,
0.3089115023612976,
0.0299370139837265,
-0.02763436920940876,
0.11746566742658615,
0.6171280145645142,
-0.45772218704223633,
-0.06085481494665146,
-0.35125789046287537,
0.3636566698551178,
0.6450492143630981,
-0.5390904545783997,
-0.32275456190109253,
0.20967599749565125,
-0.2360323667526245,
0.6663838028907776,
-0.2910183072090149,
-0.22938662767410278,
-0.6348761320114136,
-0.2743460237979889,
-0.6501288414001465,
0.16191719472408295,
0.005385274067521095,
-0.1494215875864029,
-0.24378857016563416,
-0.1345968097448349,
-0.6468957662582397,
0.24025464057922363,
0.04564664140343666,
-0.9571220278739929,
-0.12914767861366272,
-0.213030606508255
] |
Network intrusion detection systems are faced with the challenge of identifying diverse attacks, in extremely high speed networks. For this reason, they must operate at multi-Gigabit speeds, while performing highly-complex per-packet and per-flow data processing. In this paper, we present a multi-parallel intrusion detection architecture tailored for high speed networks. To cope with the increased processing throughput requirements, our system parallelizes network traffic processing and analysis at three levels, using multi-queue NICs, multiple CPUs, and multiple GPUs. The proposed design avoids locking, optimizes data transfers between the different processing units, and speeds up data processing by mapping different operations to the processing units where they are best suited. Our experimental evaluation shows that our prototype implementation based on commodity off-the-shelf equipment can reach processing speeds of up to 5.2 Gbit/s with zero packet loss when analyzing traffic in a real network, whereas the pattern matching engine alone reaches speeds of up to 70 Gbit/s, which is an almost four times improvement over prior solutions that use specialized hardware. | [
-0.01033878605812788,
0.005577863194048405,
-0.011332218535244465,
0.0012356976512819529,
0.0035709943622350693,
-0.022718122228980064,
0.011144411750137806,
-0.012340864166617393,
-0.016031965613365173,
0.006279180757701397,
0.003743752371519804,
0.017905104905366898,
0.008024340495467186,
0.015648826956748962,
-0.0007635741494596004,
0.015827009454369545,
-0.0032134163193404675,
0.015313675627112389,
0.005234105046838522,
0.0021258490160107613,
-0.0048173097893595695,
0.03658823296427727,
0.00963854230940342,
-0.02208574116230011,
0.0006946586654521525,
0.01615949720144272,
-0.042229149490594864,
-0.02716202102601528,
0.003913102671504021,
-0.0034686746075749397,
-0.0008121291175484657,
0.0050335777923464775,
0.023580197244882584,
0.028271738439798355,
-0.0007539602229371667,
0.011528253555297852,
0.003693142905831337,
0.022815514355897903,
-0.014356469735503197,
-0.003975711762905121,
0.003214471973478794,
-0.006802846677601337,
0.010887919925153255,
-0.026407210156321526,
-0.0100108552724123,
-0.026134153828024864,
-0.0015851117204874754,
0.006061577703803778,
0.020789625123143196,
0.00943283922970295,
-0.002716842107474804,
0.0045827822759747505,
-0.003302487079054117,
0.014218403026461601,
-0.0072577898390591145,
0.011718724854290485,
0.01981918327510357,
0.004899946041405201,
-0.005223648622632027,
-0.023825673386454582,
-0.008547443896532059,
-0.00416067149490118,
-0.015903307124972343,
-0.00899024773389101,
-0.013658100739121437,
-0.0663142204284668,
-0.005187502130866051,
0.0042408062145113945,
-0.004878070205450058,
-0.0015525948256254196,
-0.005642132367938757,
0.00982933584600687,
-0.053439944982528687,
0.024838345125317574,
0.021006308495998383,
-0.03511737659573555,
-0.03102673590183258,
0.024638880044221878,
0.009182747453451157,
0.02915305644273758,
-0.04334551841020584,
-0.003592416178435087,
-0.015998825430870056,
0.01169445738196373,
0.001031631836667657,
-0.002430166117846966,
-0.032462045550346375,
0.006980042904615402,
0.0020304247736930847,
0.005163850262761116,
-0.007971028797328472,
-0.004974355921149254,
-0.022921718657016754,
0.0013928543776273727,
-0.031181689351797104,
0.009484738111495972,
-0.0250838715583086,
0.024494854733347893,
-0.012848211452364922,
0.0009399200789630413,
-0.0057213264517486095,
0.0120085459202528,
0.01629834622144699,
0.006932437885552645,
0.014856616035103798,
0.014762172475457191,
-0.0022323066368699074,
0.009137870743870735,
0.03227563202381134,
0.009251875802874565,
0.009312938898801804,
0.03744036704301834,
-0.03755751997232437,
0.02543596178293228,
-0.009268660098314285,
0.004492698237299919,
-0.00811237283051014,
0.030235018581151962,
0.000998824369162321,
0.006944212596863508,
0.019274290651082993,
-0.03700786083936691,
-0.0037464387714862823,
0.019740460440516472,
0.00809029582887888,
-0.014626519754529,
-0.00553539115935564,
0.009320585057139397,
0.026622040197253227,
0.0008861090755090117,
-0.010444401763379574,
-0.01502169854938984,
0.016262535005807877,
-0.005331221967935562,
0.008094734512269497,
0.000993263558484614,
-0.0152821596711874,
-0.00972207821905613,
0.01141307782381773,
-0.0019656382501125336,
0.014295091852545738,
0.014103308320045471,
0.000922494800761342,
0.018967315554618835,
0.029750419780611992,
0.008633401244878769,
-0.011090927757322788,
0.005762668326497078,
-0.003884558565914631,
-0.006852555554360151,
-0.0037603978998959064,
0.013168555684387684,
-0.004673909395933151,
-0.02891729772090912,
-0.016502272337675095,
0.0030947504565119743,
-0.008645265363156796,
-0.02107885107398033,
-0.022946154698729515,
-0.014473465271294117,
0.008333621546626091,
-0.021707460284233093,
0.02193143218755722,
0.010292940773069859,
-0.019266441464424133,
0.012311234138906002,
-0.03209301829338074,
-0.017518458887934685,
-0.005539188627153635,
0.0044722892343997955,
-0.0026239140424877405,
0.026232492178678513,
-0.007689418271183968,
0.01161989476531744,
-0.013842093758285046,
0.006470771972090006,
0.02533390000462532,
0.008891576901078224,
-0.006138766650110483,
0.06665301322937012,
0.01386318914592266,
-0.0017996295355260372,
0.02359042689204216,
-0.014186127111315727,
0.02357999049127102,
-0.00396469933912158,
0.032892245799303055,
-0.008709879592061043,
-0.015759142115712166,
-0.017339397221803665,
-0.023540420457720757,
-0.01866329461336136,
-0.0032804259099066257,
0.0012276109773665667,
-0.008041977882385254,
0.004029105417430401,
0.021978750824928284,
0.004935133270919323,
0.003246881766244769,
0.00814831629395485,
-0.009197978302836418,
0.005362777039408684,
0.005873928312212229,
-0.0016814498230814934,
-0.019798744469881058,
0.014713852666318417,
0.026186199858784676,
-0.013490281999111176,
-0.004889503121376038,
0.010621525347232819,
0.022196544334292412,
-0.017138971015810966,
-0.027736054733395576,
-0.01468742173165083,
-0.004886433482170105,
-0.0005631055682897568,
0.011470774188637733,
-0.01734570972621441,
-0.025693345814943314,
-0.016269417479634285,
-0.005211837589740753,
0.0056844716891646385,
0.0287011805921793,
-0.0031530410051345825,
0.03199419006705284,
0.02229396626353264,
-0.0009559525642544031,
0.013055461458861828,
0.033084455877542496,
-0.008916365914046764,
-0.001385111128911376,
-0.005636740475893021,
-0.01623791828751564,
0.012148065492510796,
0.045676738023757935,
0.020860692486166954,
0.01073058508336544,
-0.018961872905492783,
0.00686598289757967,
-0.01278306171298027,
-0.011293572373688221,
0.029673077166080475,
0.028284702450037003,
-0.015758484601974487,
0.01306217722594738,
0.012683771550655365,
0.00999365746974945,
-0.006638333201408386,
0.006631970405578613,
0.010367083363234997,
0.007311569061130285,
0.00969251524657011,
0.009835431352257729,
-0.04052131623029709,
-0.037102602422237396,
-0.015855126082897186,
0.02177407592535019,
-0.004503400530666113,
0.02689545601606369,
-0.025970647111535072,
-0.004328700713813305,
0.004062996245920658,
-0.004487490281462669,
0.00034318258985877037,
0.010367531329393387,
0.04759491980075836,
0.005789079703390598,
0.0256176870316267,
-0.005026036407798529,
0.0056291064247488976,
0.0028839881997555494,
-0.009556571021676064,
-0.012847932055592537,
-0.08131098747253418,
-0.015354903414845467,
0.004864937160164118,
-0.005606887862086296,
0.016789525747299194,
-0.004010685719549656,
-0.009914101101458073,
0.023032911121845245,
-0.023310475051403046,
0.014863241463899612,
0.005673564504832029,
0.0257815383374691,
-0.013218740001320839,
0.040408045053482056,
0.018107697367668152,
-0.01458725705742836,
0.010919058695435524,
0.008214146830141544,
0.0006516280118376017,
0.013919174671173096,
-0.018681904301047325,
0.02015642821788788,
-0.008839132264256477,
-0.00969100371003151,
-0.049958210438489914,
0.0029344558715820312,
0.010442030616104603,
-0.00024863844737410545,
0.008571185171604156,
0.003792373463511467,
0.016284534707665443,
-0.024685945361852646,
-0.014050942845642567,
-0.009964723140001297,
0.02077990584075451,
-0.010386916808784008,
-0.03310602530837059,
-0.02994183450937271,
0.0027715794276446104,
0.009469602257013321,
0.014427527785301208,
0.024605490267276764,
-0.02490348368883133,
0.021617155522108078,
-0.0048947203904390335,
0.014463977888226509,
-0.017507143318653107,
0.017944080755114555,
0.019220594316720963,
-0.025452665984630585,
0.03928723931312561,
-0.01220508199185133,
-0.011097734794020653,
0.01355455256998539,
-0.0024571986868977547,
-0.02271261066198349,
-0.01030036248266697,
0.0076756845228374004,
-0.008923618122935295,
-0.011577265337109566,
0.016389794647693634,
0.02313971519470215,
0.014687294140458107,
-0.004919810686260462,
-0.012458226643502712,
-0.01020656805485487,
0.023075364530086517,
0.0014660698361694813,
-0.022259309887886047,
0.00924050621688366,
0.004773919004946947,
0.03321684151887894,
-0.003936843480914831,
0.002016265643760562,
-0.0017736603040248156,
-0.017144134268164635,
-0.014583341777324677,
-0.01619436964392662,
0.014119399711489677,
-0.018058229237794876,
-0.00789276510477066,
0.021878531202673912,
0.023151583969593048,
0.008067062124609947,
-0.003345807781443,
0.007230823859572411,
0.004332547076046467,
0.020967083051800728,
0.0062356023117899895,
-0.013039303943514824,
0.026741374284029007,
0.0027468700427562,
-0.00902811624109745,
0.008296694606542587,
-0.009044853039085865,
-0.03797604888677597,
-0.011232726275920868,
0.021020013839006424,
0.009494760073721409,
0.011422725394368172,
0.001088724471628666,
0.0010610769968479872,
0.00022106152027845383,
-0.014485890045762062,
-0.01914188079535961,
0.012686174362897873,
0.0016251633642241359,
0.01633710041642189,
-0.005633389111608267,
-0.0021510764490813017,
-0.020315667614340782,
-0.02662508189678192,
-0.013207556679844856,
0.022615766152739525,
0.013513308949768543,
0.023956753313541412,
-0.006540848407894373,
-0.011151826940476894,
0.07161816954612732,
0.007049698382616043,
0.0028910450637340546,
-0.00745836365967989,
-0.014645181596279144,
-0.0172392837703228,
-0.023064516484737396,
0.01706770807504654,
0.015685534104704857,
-0.0162428617477417,
0.013775408267974854,
0.015392502769827843,
-0.022584300488233566,
-0.0036318725906312466,
0.044181786477565765,
0.004764127545058727,
0.010873155668377876,
-0.009041879326105118,
0.02228638157248497,
-0.00012930529192090034,
-0.009652730077505112,
-0.011696159839630127,
0.004420800134539604,
-0.0023921015672385693,
-0.0017650066874921322,
-0.008141248486936092,
-0.0028321591671556234,
-0.010935500264167786,
0.0018617897294461727,
0.007870199158787727,
-0.003607031889259815,
0.012741707265377045,
-0.0004365188651718199,
-0.01205597072839737,
0.014362333342432976,
0.001760302809998393,
-0.02311014011502266,
-0.010349000804126263,
-0.000309325463604182,
-0.00903681293129921,
0.026889294385910034,
-0.020122826099395752,
-0.007027993910014629,
0.018727155402302742,
-0.01778777688741684,
0.04998830705881119,
-0.04869694262742996,
-0.000016035395674407482,
-0.0012468453496694565,
-0.004008036572486162,
-0.007419655565172434,
0.025351539254188538,
0.01136767864227295,
0.050503525882959366,
0.019621243700385094,
0.01144491694867611,
0.012497414834797382,
-0.001623205840587616,
-0.006753232330083847,
-0.0052662198431789875,
-0.024800319224596024,
-0.011335678398609161,
0.013292944058775902,
0.0027635875158011913,
-0.013616747222840786,
-0.02787793055176735,
0.031220152974128723,
-0.006881458219140768,
-0.011754222214221954,
-0.0005628124345093966,
0.00015733763575553894,
0.008393019437789917,
0.012258058413863182,
0.009790642186999321,
-0.0044027953408658504,
-0.023841029033064842,
-0.025472501292824745,
-0.037672244012355804,
-0.01810511201620102,
0.012781262397766113,
0.018490280956029892,
0.010232329368591309,
-0.013078616932034492,
-0.0076217204332351685,
-0.044070880860090256,
-0.00023741228505969048,
-0.02714783139526844,
-0.07438497245311737,
0.012570790946483612,
-0.008246220648288727,
-0.006856673862785101,
0.022567622363567352,
0.00999121367931366,
-0.001770548289641738,
0.013759085908532143,
0.014272207394242287,
-0.010584374889731407,
0.04912538826465607,
-0.018055416643619537,
0.011555954813957214,
-0.01238394808024168,
0.0109163923189044,
0.01553373597562313,
-0.03071058727800846,
0.005327414255589247,
-0.007974831387400627,
0.004100808873772621,
0.00380434887483716,
-0.021136127412319183,
-0.02292785793542862,
-0.002916855737566948,
-0.007165741175413132,
-0.08055413514375687,
-0.015622172504663467,
0.009649698622524738,
-0.01677841693162918,
-0.019035812467336655,
0.018018554896116257,
0.0353703498840332,
-0.026180095970630646,
-0.051917850971221924,
-0.01543307863175869,
-0.01885940320789814,
-0.0005145062459632754,
0.0169832706451416,
0.02519247867166996,
-0.01284767035394907,
-0.0014612495433539152,
0.022804953157901764,
0.005360824521631002,
0.008946066722273827,
-0.004139175172895193,
-0.019217975437641144,
0.01501745730638504,
-0.011980549432337284,
-0.0014774156734347343,
-0.01498692762106657,
-0.008704051375389099,
-0.0141668152064085,
0.01107984408736229,
0.03014058992266655,
-0.024289507418870926,
0.02331405133008957,
-0.0018742037937045097,
-0.007320001721382141,
-0.016603464260697365,
-0.04379137605428696,
-0.007886504754424095,
0.020999163389205933,
0.008352323435246944,
0.012442754581570625,
-0.024209193885326385,
-0.009282754734158516,
-0.005720008164644241,
-0.01989619992673397,
-0.003652015933766961,
0.012565262615680695,
0.008181109093129635,
0.006544521078467369,
-0.001809990149922669,
0.00684802420437336,
0.007850614376366138,
0.006343820132315159,
0.00218352023512125,
0.032530125230550766,
-0.02597237378358841,
0.0020069140009582043,
0.0012802430428564548,
-0.006705510430037975,
0.045849211513996124,
-0.020351387560367584,
0.01720353029668331,
-0.007308796048164368,
0.03336707502603531,
0.019722625613212585,
0.07137802243232727,
-0.05189835652709007,
0.021939396858215332,
-0.05157719552516937,
-0.013292940333485603,
0.0019299618434160948,
-0.0053824265487492085,
-0.0018071974627673626,
0.003756845835596323,
-0.04054298624396324,
0.02396184206008911,
-0.004990986082702875,
-0.0007880134508013725,
0.00719631090760231,
-0.0028066295199096203,
-0.030700046569108963,
-0.0180230513215065,
0.014639767818152905,
0.002225941512733698,
-0.014407588168978691,
0.015844348818063736,
0.0016692783683538437,
-0.019567999988794327,
-0.001789652043953538,
-0.021544478833675385,
-0.006520573515444994,
0.0004542246460914612,
0.024658404290676117,
-0.043335139751434326,
-0.0096855778247118,
-0.021996719762682915,
0.011906394734978676,
0.008745605126023293,
-0.012193460017442703,
0.04339111968874931,
-0.04263274371623993,
0.020007982850074768,
0.007832573726773262,
0.014752868562936783,
0.003979702480137348,
0.011917399242520332,
0.01480538584291935,
-0.00514583382755518,
0.01192593015730381,
0.016737932339310646,
0.04549361765384674,
0.03302967920899391,
0.038180746138095856,
0.02825392223894596,
0.025023873895406723,
-0.048525113612413406,
-0.006664701271802187,
0.005559230223298073,
0.0034169433638453484,
0.00017201039008796215,
-0.016214683651924133,
0.02630697749555111,
0.0067144762724637985,
0.005677962210029364,
0.020241402089595795,
-0.023657675832509995,
-0.003297010902315378,
-0.01943233609199524,
0.0033632463309913874,
0.03594265133142471,
0.027864836156368256,
-0.006013826001435518,
-0.029043544083833694,
0.0015584895154461265,
0.011854877695441246,
-0.017720438539981842,
-0.014932794496417046,
0.0046210940927267075,
-0.013530060648918152,
0.020939774811267853,
0.043700721114873886,
-0.034166380763053894,
0.009897308424115181,
0.002971895970404148,
0.004839278757572174,
-0.0008952405187301338,
-0.048873819410800934,
0.005559561774134636,
0.013370675966143608,
0.008661261759698391,
0.031156595796346664,
-0.02696705050766468,
0.005960140842944384,
-0.0014603474410250783,
0.011671897955238819,
0.02777145244181156,
-0.007277189753949642,
0.0015299685765057802,
0.01630435138940811,
0.007520782761275768,
0.036010295152664185,
-0.000017095357179641724,
0.008101021870970726,
-0.01636267453432083,
0.01609615609049797,
-0.015892235562205315,
-0.0027543818578124046,
-0.035964611917734146,
-0.011978530324995518,
-0.00941468309611082,
0.014854674227535725,
0.0090191550552845,
-0.006148089654743671,
-0.013023491017520428,
0.0014492040500044823,
-0.036582380533218384,
-0.027745909988880157,
-0.019851550459861755,
0.038963738828897476,
-0.0004962410312145948,
0.028333989903330803,
-0.006447955034673214,
0.02048385888338089,
0.0037970892153680325,
-0.007685548160225153,
0.009976587258279324,
0.006546500604599714,
-0.032061897218227386,
-0.00036911340430378914,
0.04336504638195038,
-0.038601104170084,
-0.004657520446926355,
-0.005947128403931856,
0.0059343562461435795,
0.007665371987968683,
0.018957389518618584,
-0.012828635051846504,
0.014054965227842331,
-0.007086465135216713,
0.008480142802000046,
-0.011143808253109455,
0.015333184041082859,
0.0006242443341761827,
0.044638633728027344,
-0.03468061983585358,
0.0003986051306128502,
-0.02692505717277527,
0.009727810509502888,
-0.025278668850660324,
0.008329239673912525,
-0.024451568722724915,
0.0043500857427716255,
-0.011020677164196968,
0.006085969507694244,
0.022621838375926018,
-0.004255817271769047,
-0.011714458465576172,
0.018473615869879723,
-0.006104163825511932,
-0.019149042665958405,
0.016051866114139557,
0.001971709541976452,
-0.023760901764035225,
-0.01843385212123394,
0.012136520817875862,
-0.0064548309892416,
0.0141200702637434,
-0.010511824861168861,
0.015523141250014305,
0.00622903648763895,
0.0012766644358634949,
-0.003961510024964809,
0.028422757983207703,
-0.002138447016477585,
-0.017958059906959534,
0.019540483132004738,
-0.01647973619401455,
0.017618145793676376,
0.025954555720090866,
-0.02433566376566887,
-0.005269607994705439,
-0.002692772541195154,
0.013302240520715714,
-0.016924498602747917,
0.027310686185956,
0.0035349836107343435,
0.023219067603349686,
-0.0038100716192275286,
-0.00969262607395649,
0.0010049388511106372,
-0.016345364972949028,
-0.009978234767913818,
-0.018889863044023514,
0.02451602928340435,
0.010540700517594814,
-0.00022523291409015656,
0.02351224049925804,
0.00003097282024100423,
-0.01705865189433098,
0.01053388137370348,
0.028548311442136765,
-0.01450225617736578,
-0.019354818388819695,
0.01501697301864624,
0.006219814531505108,
-0.011630493216216564,
-0.0067368969321250916
] | [
-0.052590761333703995,
-0.1129942536354065,
0.30609461665153503,
0.17738306522369385,
0.07346618920564651,
-0.11094412952661514,
0.2627488672733307,
-0.03203238546848297,
-0.2968544065952301,
-0.8110342025756836,
-0.05903973430395126,
0.6047738790512085,
-0.4831188917160034,
0.18610337376594543,
0.14518697559833527,
0.12250693142414093,
0.7959874272346497,
-0.027987800538539886,
-0.37723344564437866,
-0.19485165178775787,
-0.4798005223274231,
-0.06984520703554153,
0.31340670585632324,
-0.13452152907848358,
0.03845344856381416,
0.13780760765075684,
0.5275430083274841,
0.28949445486068726,
0.3028491735458374,
-0.2279471755027771,
0.4706508219242096,
0.3033376634120941,
-0.47078660130500793,
-0.4789559543132782,
0.11747442185878754,
-0.35621291399002075,
-0.21772360801696777,
0.09524773061275482,
-0.2948475778102875,
-0.40324077010154724,
0.22444753348827362,
-0.11882548779249191,
-0.4997960925102234,
0.3348439335823059,
-0.05709095671772957,
-0.6592153906822205,
-1.1113682985305786,
0.3090972900390625,
-0.2898663282394409,
-0.10589625686407089,
-0.3207518756389618,
0.2173517793416977,
0.008600308559834957,
0.17055121064186096,
0.1699633151292801,
0.060018859803676605,
-0.27061086893081665,
-0.4689770042896271,
0.4978945851325989,
0.4801594614982605,
0.00043050802196376026,
-0.4545400142669678,
-0.3993864059448242,
0.15495085716247559,
-0.11229303479194641,
0.27902117371559143,
0.1372509002685547,
-0.28816044330596924,
-0.5477655529975891,
-0.25804275274276733,
0.25636279582977295,
-0.3030361235141754,
-0.11925360560417175,
0.3191424310207367,
-0.24137184023857117,
-0.22437678277492523,
0.2116011083126068,
-0.5420516729354858,
-0.04244162142276764,
0.062924325466156,
-0.2967139482498169,
0.4536994695663452,
0.3603062927722931,
-0.23462778329849243,
0.9841289520263672,
0.09818548709154129,
-0.008279595524072647,
0.9029351472854614,
-0.45052847266197205,
0.36271944642066956,
0.1169562116265297,
-0.2860094904899597,
0.24887345731258392,
0.6080029010772705,
0.39363160729408264,
0.2143840342760086,
-0.031015876680612564,
0.03363616392016411,
0.5807246565818787,
0.5157965421676636,
0.040164075791835785,
0.3423894941806793,
-0.15017424523830414,
-0.23249195516109467,
-0.23279008269309998,
-0.27120912075042725,
-0.2757454216480255,
-0.6710415482521057,
-0.9104690551757812,
0.19419138133525848,
-0.3359924256801605,
0.049997806549072266,
0.10920222848653793,
-0.06444283574819565,
-0.34260880947113037,
0.2756151854991913,
0.48812660574913025,
-0.31690794229507446,
0.11900507658720016,
0.3371970057487488,
0.23028166592121124,
1.1117709875106812,
-0.04584702104330063,
0.7223838567733765,
0.11438640207052231,
0.04518594220280647,
0.3299331068992615,
0.3471778929233551,
-0.30071189999580383,
-0.017671184614300728,
-0.07621397823095322,
0.9153266549110413,
-0.30674612522125244,
0.39986178278923035,
-0.07828054577112198,
-0.7033100724220276,
-0.09769870340824127,
0.2500041425228119,
0.2909059524536133,
0.11686758697032928,
-0.5221710205078125,
-0.7862258553504944,
0.1224408745765686,
0.057966675609350204,
0.06690201163291931,
-0.05244765058159828,
0.014329922385513783,
-0.455657958984375,
-0.2014852613210678,
-0.040974780917167664,
-0.6969658732414246,
0.52447509765625,
-0.9874767065048218,
-0.04725143685936928,
-0.2812820076942444,
0.5240309238433838,
-0.07099200785160065,
0.24100792407989502,
-0.2587563693523407,
-0.07826055586338043,
-0.003630791325122118,
0.3102288544178009,
-0.8258739709854126,
-0.0203817430883646,
0.02924972213804722,
-0.46138355135917664,
0.09592600911855698,
0.33068710565567017,
0.4315176010131836,
0.3024686574935913,
0.004780823830515146,
0.0578005388379097,
-0.352393239736557,
-0.23659947514533997,
0.19984599947929382,
0.22738482058048248,
0.6014382243156433,
0.02064318023622036,
0.1711488664150238,
0.11822391301393509,
-0.5936321020126343,
-0.29425084590911865,
0.22634601593017578,
-0.23430058360099792,
0.27035364508628845,
0.3921931982040405,
0.11178705096244812,
-0.1707051545381546,
-0.6418942809104919,
0.04802809655666351,
-0.2460280954837799,
-0.1471378207206726,
0.40579792857170105,
-0.5434746146202087,
1.0175594091415405,
-0.09219617396593094,
-0.019583525136113167,
1.1494052410125732,
-0.11734958738088608,
-0.028445931151509285,
0.29375553131103516,
-0.041401032358407974,
0.46823158860206604,
-0.4370778501033783,
-1.0364978313446045,
-0.2469675987958908,
-0.1911541372537613,
-0.31201446056365967,
-0.7071977257728577,
-0.20138919353485107,
0.5714804530143738,
-0.47145965695381165,
-0.09950653463602066,
-0.637672483921051,
0.2514610290527344,
0.39322641491889954,
-0.2619955837726593,
0.6891362071037292,
0.31106293201446533,
0.11093279719352722,
1.0378366708755493,
-0.872985303401947,
0.49759310483932495,
1.2596867084503174,
-0.2398909628391266,
0.39599183201789856,
0.41153979301452637,
0.12555497884750366,
0.7884876132011414,
-0.5411006808280945,
-0.20865289866924286,
-0.6891286969184875,
0.3447335362434387,
-0.486870139837265,
-0.33081284165382385,
0.2225998193025589,
0.1662304699420929,
-0.1389196664094925,
0.16963379085063934,
-0.047044798731803894,
-0.3083963692188263,
0.29324406385421753,
-0.6520025134086609,
0.48701080679893494,
0.3524025082588196,
-0.49643710255622864,
-0.1137184426188469,
-0.06987141817808151,
-0.04135146364569664,
-0.039892882108688354,
0.19799946248531342,
0.17062412202358246,
0.38729310035705566,
-0.9570407271385193,
0.09857718646526337,
-0.08526816219091415,
0.052348095923662186,
-0.04956908896565437,
-0.09586871415376663,
0.07037653774023056,
-0.4106060564517975,
-0.14334987103939056,
-0.37041667103767395,
-0.025155073031783104,
0.05735231190919876,
-0.525407075881958,
-0.28579995036125183,
-0.2559810280799866,
0.5392888188362122,
0.07839933037757874,
0.5384098291397095,
-0.02749541401863098,
-0.20399276912212372,
0.045853421092033386,
-0.1367383748292923,
-1.0050119161605835,
0.2633715569972992,
0.6854031682014465,
-0.46863365173339844,
-0.34862956404685974,
-0.17406249046325684,
0.5189041495323181,
0.6460451483726501,
-0.3306240737438202,
-0.5434290766716003,
-0.33897507190704346,
0.3399873375892639,
-0.7074935436248779,
-0.6610403656959534,
-0.017470860853791237,
-0.12021789699792862,
0.4063808023929596,
-0.390351265668869,
0.010141844861209393,
0.1492181420326233,
0.7213462591171265,
-0.2938259243965149,
0.1212066113948822,
0.6827213168144226,
-0.20910054445266724,
-0.021869203075766563,
0.3712589144706726,
-0.20966507494449615,
0.13206520676612854,
-0.22555842995643616,
-0.3722103536128998,
-0.3664316236972809,
0.11617065221071243,
-5.864129543304443,
-0.14699067175388336,
-0.510381817817688,
0.2739810049533844,
-0.2729218900203705,
0.06574828922748566,
0.8894075155258179,
-0.15993854403495789,
0.5902584195137024,
-0.24584847688674927,
-0.016939928755164146,
0.500296950340271,
0.0993458554148674,
0.06980212032794952,
0.26359131932258606,
0.03809535875916481,
0.20019996166229248,
-0.04112490266561508,
0.43281784653663635,
-0.199523463845253,
0.09435927122831345,
-0.24552468955516815,
0.17179040610790253,
0.1374284327030182,
-0.07023831456899643,
-0.11959099769592285,
-0.7901743054389954,
0.18155358731746674,
-0.26264506578445435,
-0.0432719960808754,
0.14016909897327423,
-0.6269503831863403,
-0.3031874895095825,
-0.3229905664920807,
-0.25683727860450745,
-0.08129596710205078,
0.6802715063095093,
0.01450736541301012,
0.23392096161842346,
-0.2158004194498062,
0.6046390533447266,
0.30489328503608704,
0.13503679633140564,
-0.05895274132490158,
0.42135000228881836,
-0.3128390908241272,
-0.14058171212673187,
0.003867504419758916,
-0.09604353457689285,
0.9448451995849609,
-0.26165175437927246,
-0.03609493002295494,
0.41345104575157166,
0.2302498072385788,
-0.060477882623672485,
-0.5098770260810852,
0.1164691224694252,
0.2365560531616211,
-0.4805069863796234,
0.6590766310691833,
-0.12077224254608154,
-0.5470460653305054,
-0.06049318239092827,
-0.8149513602256775,
-0.05297849699854851,
0.4349643290042877,
-0.6406910419464111,
-0.5644961595535278,
0.3378470242023468,
0.03441829979419708,
-0.3939147889614105,
0.2823409140110016,
0.31059229373931885,
-0.4364742338657379,
0.7095504999160767,
-0.2608853280544281,
0.30077263712882996,
-0.0894445925951004,
0.03037012182176113,
-0.15172667801380157,
0.013089560903608799,
-0.15223103761672974,
-0.2142694592475891,
-0.22914879024028778,
0.2180444747209549,
-0.6524479389190674,
0.21493224799633026,
-0.16731037199497223,
-0.22511567175388336,
0.08034183084964752,
0.5597649812698364,
-0.17638973891735077,
0.4783368706703186,
0.02958272211253643,
0.8054438829421997,
0.47964492440223694,
0.09041127562522888,
0.7232117056846619,
0.3095913827419281,
-0.5599397420883179,
0.9685679078102112,
-0.12603305280208588,
-0.13761289417743683,
-0.8920695781707764,
-0.13969282805919647,
0.3492007255554199,
0.29039886593818665,
-0.12838208675384521,
0.5412760376930237,
-0.06325263530015945,
-0.14402523636817932,
-0.3957003057003021,
-0.5421489477157593,
-0.18850471079349518,
0.360085129737854,
-0.2894415557384491,
-0.4327288269996643,
0.22951000928878784,
0.46087247133255005,
-0.01314033567905426,
-0.04983730614185333,
0.4017070233821869,
0.6984300017356873,
0.33197975158691406,
0.6093208193778992,
-0.6150628924369812,
0.1206233948469162,
0.38687458634376526,
0.11303788423538208,
-0.33949193358421326,
0.567079484462738,
0.6166877746582031,
-0.47279947996139526,
-0.3778446614742279,
0.045502569526433945,
-0.4325180649757385,
-0.24576634168624878,
-0.1207849457859993,
0.026776358485221863,
-0.10499661415815353,
0.31202346086502075,
-0.004753646440804005,
-0.008842289447784424,
0.23920932412147522,
0.23157764971256256,
0.18548858165740967,
-0.4006085991859436,
-0.051654454320669174,
-0.12581489980220795,
-0.05897096171975136,
-0.5674462914466858,
-0.14473795890808105,
0.07283675670623779,
-0.1707947701215744,
-0.1444416642189026,
0.4591314196586609,
0.8838684558868408,
0.27160853147506714,
-0.05116337537765503,
-0.44456058740615845,
0.42302823066711426,
0.26686111092567444,
-0.784945011138916,
0.321114718914032,
0.004389436915516853,
0.31836944818496704,
-0.8271907567977905,
-0.291440486907959,
-0.21375830471515656,
0.5682597160339355,
-0.3280531167984009,
-0.4011029899120331,
-0.4131469428539276,
-0.2615947127342224,
0.13072989881038666,
0.2656349241733551,
-0.14428584277629852,
0.07206203043460846,
-0.1155075877904892,
-0.062460076063871384,
-0.06906147301197052,
-0.48901233077049255,
-0.3621721565723419,
0.6760402321815491,
0.7498094439506531,
-0.26850008964538574,
-0.0937018021941185,
0.060269348323345184,
-0.43021461367607117,
-0.11873003840446472,
0.31509891152381897,
0.08250545710325241,
0.08242549747228622,
-0.07481557130813599,
0.10934572666883469,
-0.6181379556655884,
0.16256682574748993,
0.45426440238952637,
-0.37362807989120483,
-0.7897167205810547,
-0.005331315565854311,
0.6813798546791077,
-0.41170698404312134,
0.4887022376060486,
-0.017485324293375015,
-0.22602134943008423,
-0.019851626828312874,
-0.19892840087413788,
0.328279584646225,
0.003005614271387458,
-0.53879714012146,
-0.3483618199825287,
-0.13132236897945404,
0.45194339752197266,
-0.575985312461853,
0.15226885676383972,
0.18394069373607635,
-0.2910168468952179,
-0.3781839609146118,
0.37717393040657043,
0.04665720835328102,
-0.33814457058906555,
-0.1530923694372177,
0.12785260379314423,
-0.7793323993682861,
0.3344774544239044,
0.2543127238750458,
-0.8160504698753357,
-0.24715200066566467,
0.42968159914016724,
0.06419101357460022,
-0.005205085501074791,
0.2736002802848816,
0.10438123345375061,
-0.25261053442955017,
-0.1952943056821823,
-0.1480809897184372,
0.24023698270320892,
0.04369505122303963,
0.3482798933982849,
-0.3971174657344818,
0.5024288892745972,
-0.2766117453575134,
-0.25256600975990295,
-0.18628710508346558,
0.06022665649652481,
0.5613794922828674,
-0.49755799770355225,
-1.1731659173965454,
-0.23242922127246857,
-0.1145598515868187,
-0.49258482456207275,
0.10810745507478714,
-0.2774456739425659,
0.9875470995903015,
-0.01881621778011322,
-0.24604570865631104,
-0.5032916069030762,
-0.0711788758635521,
-0.10934489965438843,
-0.5436596274375916,
-0.6130338907241821,
-0.3181031048297882,
-0.6318438649177551,
0.39062121510505676,
-0.14089374244213104,
-0.3322228491306305,
-1.0614075660705566,
-0.2505595088005066,
-0.36817052960395813,
-0.21375522017478943,
-0.5443317890167236,
0.9303666353225708,
0.665795087814331,
0.20166704058647156,
0.04437369480729103,
-0.2894378900527954,
0.0718606561422348,
0.03240014985203743,
0.32179921865463257,
-0.1665416955947876,
-0.4104457497596741,
-0.0638972669839859,
-0.19210878014564514,
0.5139598250389099,
-0.10225100070238113,
0.2591420114040375,
-0.04691163823008537,
0.059041548520326614,
-0.04922015592455864,
-0.13870015740394592,
0.20100772380828857,
-0.31068626046180725,
0.3430577516555786,
-0.2460816353559494,
0.032401785254478455,
0.3351331353187561,
0.2579558193683624,
-0.3513569235801697,
0.21684511005878448,
-0.06723836809396744,
0.5931020379066467,
0.4830860495567322,
-0.9922828674316406,
0.42106056213378906,
0.267416775226593,
0.32141339778900146,
0.3792690336704254,
-0.00515305669978261,
-0.00571902422234416,
0.03868507593870163,
0.2543984353542328,
0.48458242416381836,
0.7345778942108154,
-0.4657706022262573,
0.3456684350967407,
0.2750619947910309,
-0.3185156285762787,
0.6691418290138245,
-0.09643310308456421,
0.09370332956314087,
0.7653337121009827,
0.2885381579399109,
-0.028258604928851128,
-0.43430736660957336,
0.7461516857147217,
-0.3464345335960388,
-0.17310920357704163,
-0.18644209206104279,
0.3369530737400055,
0.2251441329717636,
0.4844483435153961,
-0.4104995131492615,
0.03579304739832878,
0.27541667222976685,
0.14577673375606537,
0.10719452053308487,
-0.014830091036856174,
-0.5440864562988281,
0.6359462141990662,
0.7305550575256348,
0.49601849913597107,
-0.5179287195205688,
0.6865962147712708,
-0.24985893070697784,
0.7833214402198792,
0.9398884177207947,
0.38233479857444763,
-0.16760456562042236,
0.45336946845054626,
0.15717577934265137,
-0.09687390923500061,
0.3378150463104248,
0.15572096407413483,
-0.2736542224884033,
-0.25234442949295044,
-0.02862902171909809,
-0.19615007936954498,
0.05092340707778931,
-0.22133542597293854,
0.458088755607605,
0.5300948619842529,
-0.1277405172586441,
0.14662490785121918,
-0.6501012444496155,
0.14652642607688904,
0.40017130970954895,
-0.02624187059700489,
0.03458162397146225,
-0.04735538363456726,
-0.09308818727731705,
0.20829753577709198,
-0.6902996897697449,
0.37770092487335205,
-0.2501221001148224,
-0.957298755645752,
-0.06359526515007019,
0.5072030425071716,
-0.33872854709625244,
-0.02456807717680931,
-0.11168860644102097,
0.5555116534233093,
0.09916512668132782,
-0.6862661242485046,
0.007832872681319714,
0.4103439748287201,
-0.14022882282733917,
0.3144397437572479,
0.38038167357444763,
-0.029507607221603394,
0.19796766340732574,
-0.40778008103370667,
-0.25305208563804626,
0.19751863181591034,
0.0020924541167914867,
0.08110490441322327,
0.06189371645450592,
0.8037682175636292,
0.1857743263244629,
0.23494940996170044,
0.19882284104824066,
0.2702636122703552,
-0.11836055666208267,
0.449053019285202,
-0.6585668325424194,
0.1092943325638771,
-0.3378331661224365,
-0.31786972284317017,
-0.610929012298584,
-0.15695375204086304,
0.9589409232139587,
0.3199998736381531,
-0.05653589218854904,
-0.2976568639278412,
-0.17514066398143768,
0.32760053873062134,
0.40137431025505066,
-0.4851001799106598,
-0.22200213372707367,
-0.4904009997844696,
-0.39196014404296875,
-0.43576404452323914,
0.6445661187171936,
-0.21827509999275208,
0.3418554663658142,
-0.27606484293937683,
0.7586236596107483,
0.3204413652420044,
-0.08213616162538528,
0.6147051453590393,
0.001208646921440959,
-0.4298090934753418,
-0.5856241583824158,
0.39903831481933594,
-0.10623645782470703,
0.05775250121951103,
0.021227749064564705,
0.05587032437324524,
0.42188018560409546,
-0.23423172533512115,
0.08278468996286392,
-0.4436422288417816,
-0.27853918075561523,
0.17260809242725372,
-0.36484360694885254,
0.016880618408322334,
-0.19141264259815216,
-0.26847195625305176,
-0.4489440321922302,
0.3184089660644531,
0.12376654148101807,
-0.37655049562454224,
-0.08966583013534546,
0.0741237923502922,
-0.37881600856781006,
0.44510576128959656,
0.21231307089328766,
-0.5922480225563049,
-0.3929935097694397,
-0.23882275819778442
] |
We present a new corpus of German tweets. Due to the relatively small number of German messages on Twitter, it is possible to collect a virtually complete snapshot of German twitter messages over a period of time. In this paper, we present our collection method which produced a 24 million tweet corpus, representing a large majority of all German tweets sent in April, 2013. Further, we analyze this representative data set and characterize the German twitterverse. While German Twitter data is similar to other Twitter data in terms of its temporal distribution, German Twitter users are much more reluctant to share geolocation information with their tweets. Finally, the corpus collection method allows for a study of discourse phenomena in the Twitter data, structured into discussion threads. | [
0.004904691129922867,
-0.0001426872331649065,
-0.021814439445734024,
0.010570092126727104,
0.04347660392522812,
0.006345883011817932,
0.008899647742509842,
-0.012544571422040462,
-0.016518084332346916,
-0.00021891447249799967,
0.00012599420733749866,
0.018956109881401062,
0.005660587921738625,
0.0002578852290753275,
0.002865781541913748,
0.0053873928263783455,
-0.023406729102134705,
-0.00927365105599165,
0.013570128940045834,
-0.014735556207597256,
0.01902947947382927,
-0.00838525965809822,
0.008495591580867767,
0.0014293069252744317,
0.0032052602618932724,
0.0020846654660999775,
-0.0060562863945961,
0.009438871406018734,
-0.0008525277953594923,
0.02390345185995102,
-0.011016086675226688,
0.034926511347293854,
0.011701534502208233,
0.0009929665829986334,
0.01670977473258972,
0.04195474088191986,
-0.005104711279273033,
0.037091922014951706,
-0.03496478125452995,
-0.002490157261490822,
0.002154512330889702,
-0.007598218508064747,
-0.009436446242034435,
0.000044269661884754896,
-0.010790731757879257,
0.005092254839837551,
-0.020778603851795197,
0.0313139334321022,
0.009011631831526756,
0.0058631207793951035,
-0.01572234183549881,
0.009333023801445961,
-0.011244983412325382,
0.021106868982315063,
-0.006152940448373556,
0.008612394332885742,
0.018484771251678467,
0.049390584230422974,
0.004670475609600544,
0.013387875631451607,
-0.025252850726246834,
0.0020713708363473415,
0.03414143621921539,
-0.041648972779512405,
-0.01802164316177368,
-0.06670945882797241,
0.0678233802318573,
-0.0018110077362507582,
0.017936035990715027,
-0.006109392736107111,
0.01772173121571541,
0.010642265900969505,
-0.014171715825796127,
0.01522923819720745,
0.016925938427448273,
0.015476012602448463,
-0.006669900845736265,
-0.01109299436211586,
0.02456727623939514,
0.0040406882762908936,
-0.021352402865886688,
0.0004159114323556423,
0.03413153439760208,
0.011138811707496643,
0.0015371204353868961,
0.004562519956380129,
-0.02329041063785553,
0.008653845638036728,
-0.017957519739866257,
0.058035172522068024,
0.00533352792263031,
-0.004434242844581604,
0.009538460522890091,
-0.0025500922929495573,
-0.007205537520349026,
0.0009869898203760386,
-0.022828958928585052,
0.001586728380061686,
-0.04919286072254181,
0.0027533608954399824,
0.009469022043049335,
0.00624820264056325,
0.023448511958122253,
0.002619613893330097,
-0.0064393687061965466,
0.013153528794646263,
0.010203789919614792,
0.017957637086510658,
0.00527953589335084,
-0.0049089472740888596,
0.00340727879665792,
-0.042571939527988434,
-0.012931866571307182,
-0.002191258128732443,
-0.015813812613487244,
0.03308691829442978,
0.0034047099761664867,
0.014016875997185707,
-0.0123335225507617,
-0.02850557491183281,
-0.012843713164329529,
0.007092545740306377,
0.0005882900441065431,
0.01672407053411007,
0.0017236764542758465,
0.02107337675988674,
0.005188156850636005,
-0.0109097296372056,
0.04424024373292923,
-0.005184636451303959,
-0.011313017457723618,
0.007157413754612207,
-0.021422838792204857,
-0.010485128499567509,
-0.0038485797122120857,
-0.00859324261546135,
-0.008048076182603836,
0.013099422678351402,
0.004220799542963505,
-0.02263796702027321,
0.028819672763347626,
0.01490253210067749,
0.004648871254175901,
0.02596360445022583,
-0.015425687655806541,
-0.01758464053273201,
0.03114774078130722,
0.008716914802789688,
-0.007746864575892687,
-0.024120792746543884,
0.019968602806329727,
0.027306627482175827,
-0.007398235145956278,
-0.013187987729907036,
0.03609892353415489,
-0.004188931547105312,
-0.01564050279557705,
-0.02168082445859909,
-0.007088055368512869,
0.01055428758263588,
0.005452684126794338,
0.034914009273052216,
0.015138708055019379,
0.008600990287959576,
-0.013523653149604797,
0.015642281621694565,
-0.02244003862142563,
-0.0017237963620573282,
-0.01900094375014305,
0.006982486695051193,
0.009920736774802208,
-0.013337446376681328,
0.01550868060439825,
0.012202758342027664,
0.0008501495467498899,
-0.012453252449631691,
0.009267892688512802,
0.004718949552625418,
0.009774863719940186,
0.06736575812101364,
-0.007020772434771061,
0.007364134769886732,
-0.008624311536550522,
-0.0042075589299201965,
-0.007951771840453148,
0.0035188551992177963,
-0.007957657799124718,
-0.025108154863119125,
-0.023630008101463318,
0.003229527734220028,
-0.0015241997316479683,
0.027946116402745247,
-0.005539681762456894,
-0.037724122405052185,
0.012330755591392517,
0.004768345504999161,
0.012630055658519268,
-0.008571889251470566,
-0.001690547913312912,
0.013986204750835896,
0.008045562542974949,
0.012248684652149677,
-0.010919691063463688,
-0.008143685758113861,
-0.0418972410261631,
0.03593157231807709,
0.003537164069712162,
-0.012317151762545109,
0.048481035977602005,
0.030435897409915924,
0.015532250516116619,
0.005348413251340389,
-0.004920308478176594,
-0.019338272511959076,
-0.003358300542458892,
0.017703216522932053,
0.04461681842803955,
0.0037206949200481176,
-0.019190646708011627,
-0.017108241096138954,
-0.002221142640337348,
-0.0027503352612257004,
-0.032232191413640976,
-0.003432369325309992,
0.004054756369441748,
0.02367766946554184,
0.006053615361452103,
0.00305522745475173,
-0.0247549656778574,
0.008283164352178574,
0.010846246033906937,
-0.020403634756803513,
-0.006588472053408623,
0.02679373510181904,
0.013222073204815388,
0.0022164431866258383,
0.010143663734197617,
0.0039032157510519028,
0.01539524458348751,
-0.0036068782210350037,
0.01637224480509758,
-0.012954149395227432,
-0.00270399684086442,
0.010357992723584175,
-0.012541512958705425,
-0.014417635276913643,
0.04792129620909691,
-0.024779317900538445,
0.023676637560129166,
-0.026517163962125778,
0.009185843169689178,
0.01951950415968895,
0.019801486283540726,
0.019766051322221756,
-0.014096290804445744,
-0.02444944903254509,
-0.05704457685351372,
-0.020961739122867584,
0.02385704778134823,
-0.006808607839047909,
0.01182493381202221,
0.013649232685565948,
0.019197801128029823,
0.04605412110686302,
0.03240431845188141,
0.006012334953993559,
0.014541730284690857,
0.008133304305374622,
-0.009879153221845627,
0.039858706295490265,
0.006529084872454405,
-0.009241210296750069,
-0.00007988366996869445,
-0.08127284049987793,
0.0006935502169653773,
0.029699258506298065,
-0.008528822101652622,
0.007043302990496159,
0.006446135230362415,
0.015323743224143982,
-0.001956100342795253,
-0.005928732454776764,
-0.014694683253765106,
-0.010253198444843292,
0.010316741652786732,
-0.018723737448453903,
-0.016177469864487648,
0.013360329903662205,
-0.0066394200548529625,
0.01641806960105896,
0.01859755627810955,
0.002444966696202755,
-0.006030624732375145,
-0.03562236577272415,
0.001643618568778038,
-0.04358149319887161,
-0.004760146606713533,
-0.008860168978571892,
-0.012663420289754868,
-0.0026714708656072617,
0.004089053720235825,
0.009019147604703903,
-0.003947341814637184,
-0.02285490371286869,
0.0012344166170805693,
-0.0015863794833421707,
-0.0004447372630238533,
0.04381415992975235,
-0.004211535677313805,
-0.010963423177599907,
0.022745652124285698,
-0.005488262511789799,
-0.01608949340879917,
0.0036130156368017197,
0.0007070444989949465,
0.0005558658158406615,
-0.010792803019285202,
0.013139975257217884,
0.02874577045440674,
-0.02626718580722809,
0.0029859463684260845,
0.02133452519774437,
-0.01875232346355915,
0.015640808269381523,
0.01739361137151718,
0.0035660602152347565,
0.010013939812779427,
-0.005912874825298786,
0.026086632162332535,
-0.03293514996767044,
0.030904995277523994,
-0.00571249146014452,
-0.0018284590914845467,
-0.025007368996739388,
0.00990515761077404,
-0.06609690934419632,
-0.0012183398939669132,
0.026026537641882896,
0.002683385508134961,
0.014945576898753643,
0.019092954695224762,
-0.011193799786269665,
-0.028076015412807465,
-0.02782406657934189,
0.007793237455189228,
-0.00043236371129751205,
-0.0029438973870128393,
-0.006651109084486961,
-0.01812112331390381,
-0.01380582619458437,
-0.008328338153660297,
0.04601264372467995,
0.014086524024605751,
-0.031392715871334076,
0.00016693328507244587,
-0.021772820502519608,
0.0008572377264499664,
-0.028749167919158936,
0.011482013389468193,
0.018209261819720268,
0.008043871261179447,
0.026522357016801834,
-0.016922160983085632,
0.007901418022811413,
0.02443220093846321,
-0.018424183130264282,
0.00971573032438755,
-0.03140651807188988,
-0.010789429768919945,
-0.010304401628673077,
0.0017067808657884598,
-0.026825938373804092,
0.009992964565753937,
0.027747467160224915,
-0.013822952285408974,
-0.010957010090351105,
-0.00878683477640152,
-0.01848142221570015,
0.008425071835517883,
-0.00930662453174591,
0.003145046764984727,
0.007993325591087341,
-0.008005062118172646,
0.030291831120848656,
-0.006115393713116646,
-0.005433761514723301,
0.031377341598272324,
0.011864466592669487,
-0.04901667311787605,
-0.004013666883111,
-0.016449252143502235,
0.07212985306978226,
0.023623941466212273,
0.0317244715988636,
-0.024019630625844002,
-0.011861594393849373,
-0.018798068165779114,
-0.007374937646090984,
0.01956956833600998,
0.009306833148002625,
-0.020985741168260574,
0.011783835478127003,
-0.03789723664522171,
0.015484502539038658,
-0.01608920283615589,
0.0034059740137308836,
-0.007561037316918373,
-0.012185589410364628,
-0.02427608147263527,
-0.013904567807912827,
-0.00845964252948761,
0.02178739756345749,
0.010754154063761234,
-0.03246493265032768,
0.04489632695913315,
-0.023719392716884613,
0.007734405808150768,
-0.021077722311019897,
-0.01776662841439247,
0.03126407414674759,
0.014196336269378662,
0.024072252213954926,
0.004223205149173737,
-0.00396305974572897,
0.008644625544548035,
0.012372247874736786,
0.01872243732213974,
0.012267209589481354,
0.018575584515929222,
0.013656983152031898,
-0.010765096172690392,
0.027614125981926918,
-0.014402441680431366,
0.0015846239402890205,
0.01629273220896721,
0.02875731885433197,
-0.004521556198596954,
0.0020598340779542923,
-0.00608320627361536,
-0.010072596371173859,
0.0019562270026654005,
0.01321212574839592,
0.021301008760929108,
0.003400585614144802,
0.023928038775920868,
0.010113791562616825,
-0.022370394319295883,
0.033044375479221344,
-0.011100983247160912,
-0.02348998561501503,
-0.010960020124912262,
-0.03430379554629326,
-0.008544102311134338,
-0.013674643822014332,
-0.02438434027135372,
-0.01357597392052412,
-0.03304183483123779,
0.014030581340193748,
-0.005200877320021391,
0.0458279550075531,
-0.024215172976255417,
-0.003098718822002411,
-0.003667061682790518,
0.017268270254135132,
-0.00794205628335476,
-0.032866157591342926,
-0.004342549946159124,
0.021708466112613678,
-0.02071024291217327,
-0.014232512563467026,
-0.046002402901649475,
0.012770500965416431,
-0.0364360585808754,
0.00016851839609444141,
0.005963826552033424,
0.006463548634201288,
-0.002189932856708765,
-0.003873330308124423,
-0.07428991794586182,
0.002490788698196411,
0.02213091030716896,
-0.010504169389605522,
-0.024121731519699097,
0.009013600647449493,
-0.005898998584598303,
-0.005031311884522438,
0.02362654358148575,
-0.022337453439831734,
0.021735964342951775,
0.0005879097152501345,
-0.0359911173582077,
0.008115138858556747,
0.010711060836911201,
0.025574717670679092,
-0.020611552521586418,
0.012508552521467209,
0.010709780268371105,
0.02058488503098488,
0.004620349500328302,
0.017442084848880768,
-0.00004641897976398468,
0.012192821130156517,
-0.007797366939485073,
-0.08069667220115662,
0.006009822245687246,
0.004950034432113171,
-0.00227953027933836,
-0.014786123298108578,
-0.021212127059698105,
0.02818627469241619,
-0.02763206511735916,
-0.016195669770240784,
-0.013873779214918613,
-0.040319811552762985,
-0.009522100910544395,
-0.025089796632528305,
-0.013462929986417294,
-0.001917029614560306,
-0.0025219738017767668,
0.014771298505365849,
0.010082798078656197,
-0.002454873640090227,
0.0029069301672279835,
0.0022798371501266956,
-0.010095053352415562,
-0.004360562656074762,
0.02052680030465126,
-0.005130349658429623,
-0.0011865734122693539,
-0.027635231614112854,
0.014321030117571354,
0.03911849856376648,
0.0014906362630426884,
0.0075661614537239075,
0.008114933036267757,
-0.009887997061014175,
0.012244129553437233,
-0.0036106612533330917,
-0.014114797115325928,
-0.01627063751220703,
-0.007496432866901159,
0.041100893169641495,
-0.007434962783008814,
-0.010930968448519707,
0.031960535794496536,
-0.019983205944299698,
0.011773289181292057,
0.019965995103120804,
-0.019300654530525208,
0.009205959737300873,
-0.009600156918168068,
-0.005104499403387308,
-0.0167265422642231,
0.019818253815174103,
0.016947321593761444,
0.02255283296108246,
-0.01261451281607151,
-0.014621117152273655,
-0.004162362776696682,
-0.00045918836258351803,
0.0134274922311306,
0.006690417416393757,
0.02180546149611473,
0.01405533216893673,
0.01964760199189186,
0.004619937390089035,
0.07238651812076569,
0.011496742255985737,
0.016498064622282982,
0.02059527486562729,
-0.006136306561529636,
-0.0021413611248135567,
-0.008715183474123478,
-0.015018804930150509,
-0.0015237773768603802,
0.010454252362251282,
-0.044529467821121216,
-0.0014661913737654686,
-0.005866022780537605,
0.0029671634547412395,
-0.011049579828977585,
-0.032127052545547485,
-0.03814134746789932,
0.017934881150722504,
-0.029886677861213684,
0.006249456666409969,
0.014179269783198833,
-0.004962615668773651,
-0.00282865553162992,
-0.00485484953969717,
0.023507440462708473,
0.0010210629552602768,
0.025835366919636726,
0.006405106279999018,
0.006883401423692703,
0.013478321954607964,
-0.04243256151676178,
-0.004782746080309153,
0.009606648236513138,
0.0008111833594739437,
0.027551285922527313,
-0.0055319503881037235,
-0.02022458426654339,
0.01890731416642666,
0.020788777619600296,
0.025384780019521713,
-0.05718332529067993,
-0.032782793045043945,
0.025413384661078453,
0.04080265015363693,
-0.013403675518929958,
-0.03638221696019173,
0.004921420942991972,
0.02369677647948265,
-0.004599360283464193,
0.01325238961726427,
-0.002056058496236801,
0.013156074099242687,
0.026200896129012108,
-0.01473601721227169,
-0.006055561359971762,
-0.005537201650440693,
-0.001248292624950409,
0.019897229969501495,
-0.003733927384018898,
-0.019970785826444626,
-0.01224336214363575,
0.007585992570966482,
-0.022447489202022552,
-0.0013791159726679325,
-0.008425729349255562,
-0.0022875587455928326,
-0.023503607138991356,
-0.024077409878373146,
-0.01202529575675726,
0.009322308003902435,
-0.017704565078020096,
0.027265876531600952,
0.008285950869321823,
0.025453276932239532,
-0.01525581069290638,
0.007119839079678059,
-0.024595625698566437,
-0.03257887065410614,
0.031031398102641106,
-0.009498498402535915,
-0.009694285690784454,
0.027729973196983337,
0.0011779827764257789,
-0.010625077411532402,
-0.040650106966495514,
-0.01084730215370655,
-0.00925514567643404,
-0.0067005036398768425,
-0.005990801844745874,
0.009259875863790512,
-0.0014733066782355309,
-0.003569034393876791,
0.0031167338602244854,
-0.00250445120036602,
0.006040419917553663,
0.03507617115974426,
-0.027599364519119263,
-0.0032162212301045656,
-0.022955000400543213,
-0.02538885548710823,
-0.005812215618789196,
0.01875140145421028,
-0.01797729916870594,
-0.0020044005941599607,
-0.003804083913564682,
0.00010898069012910128,
-0.004004702437669039,
-0.0015340300742536783,
0.031150951981544495,
-0.012472768314182758,
0.031068390235304832,
-0.010598139837384224,
0.009476691484451294,
0.01885022595524788,
-0.009941674768924713,
-0.008425247855484486,
0.002483961172401905,
0.001384007278829813,
0.007299897260963917,
-0.008542031049728394,
-0.01385713741183281,
-0.001601420110091567,
-0.011717837303876877,
0.018738780170679092,
0.015968579798936844,
-0.006412997841835022,
-0.008636005222797394,
0.02355717122554779,
-0.005558577366173267,
-0.007969261147081852,
0.020305369049310684,
-0.014887756668031216,
-0.01076037809252739,
0.009711257182061672,
-0.006333724595606327,
0.009792627766728401,
0.02049122378230095,
-0.023678747937083244,
0.004210349638015032,
-0.039180584251880646,
0.018002524971961975,
-0.026466622948646545,
0.016003893688321114,
-0.03737214207649231,
0.00925716944038868,
-0.03159519284963608,
0.008458372205495834,
0.024044279009103775,
-0.0021505746990442276,
-0.0207391194999218,
0.020517852157354355,
0.0014639772707596421,
-0.0027139466255903244,
-0.0018935279222205281,
0.009136217646300793,
0.004581286106258631,
0.005569032393395901,
-0.0006466391496360302,
0.013053885661065578,
0.0002620649756863713,
-0.005477794446051121,
0.04639766365289688,
-0.01126033067703247,
0.0071699172258377075,
0.0008045090362429619,
0.0010776873677968979,
-0.008268136531114578,
0.00023045437410473824,
-0.0235399529337883,
-0.029303953051567078,
-0.005637037102133036,
-0.02742629498243332,
-0.018505949527025223,
0.017347633838653564,
-0.002839803695678711,
-0.011889721266925335,
0.0005149380303919315,
0.017830267548561096,
-0.016593419015407562,
-0.01289321482181549,
0.0006364762084558606,
-0.01054394245147705,
-0.010089544579386711,
-0.020371822640299797,
-0.015161992982029915,
-0.015811240300536156,
0.0005664902273565531,
0.003053482389077544,
0.015201510861515999,
-0.015590008348226547,
0.0010317787528038025,
-0.008471596986055374,
-0.025947514921426773,
-0.014723286963999271,
0.006066778674721718,
-0.017218245193362236,
0.006759303621947765,
-0.022731829434633255,
0.01691010594367981,
0.014098561368882656,
-0.0008310191333293915,
-0.01405506394803524
] | [
0.42482438683509827,
0.05534487962722778,
0.48154038190841675,
0.004863515496253967,
-0.18866296112537384,
0.2369159311056137,
0.5236396193504333,
0.011230756528675556,
-0.11624795198440552,
-0.51059889793396,
0.02568647637963295,
-0.2106057107448578,
-0.05292677879333496,
-0.021116316318511963,
-0.2231810986995697,
0.443423330783844,
0.25342267751693726,
0.40755772590637207,
0.01176828145980835,
-0.6034206748008728,
-0.4797871708869934,
-0.1965152472257614,
0.47337955236434937,
0.008173741400241852,
0.0591755211353302,
0.009469986893236637,
0.8306671977043152,
0.0816088393330574,
-0.22555914521217346,
-0.21498629450798035,
-0.0722493976354599,
0.6013939380645752,
-0.22718943655490875,
-0.3160369098186493,
-0.3001311123371124,
-0.05745062977075577,
-0.1814168095588684,
-0.029542118310928345,
0.18284127116203308,
-0.5284774899482727,
0.13233280181884766,
0.29700687527656555,
-0.33071860671043396,
0.4731232821941376,
-0.19976326823234558,
-0.3582615852355957,
-1.6908085346221924,
0.17016950249671936,
-0.34625834226608276,
0.16812705993652344,
-0.48846298456192017,
0.33663061261177063,
0.5900515913963318,
0.3778086006641388,
-0.46787917613983154,
0.2191935032606125,
-0.8123059272766113,
-0.33447837829589844,
0.17868943512439728,
0.004698021803051233,
0.3132171928882599,
-0.19345204532146454,
0.22133636474609375,
-0.03717340901494026,
-0.060464560985565186,
-0.00865857768803835,
0.3129957318305969,
0.19876402616500854,
-0.23190496861934662,
-0.2769574522972107,
0.5237109661102295,
-0.5621085166931152,
-0.4552152156829834,
-0.03729112446308136,
-0.335945188999176,
0.09545402973890305,
-0.03121216967701912,
0.06700421124696732,
0.2490898221731186,
-0.15452870726585388,
-0.2719417214393616,
0.11332190781831741,
0.727059543132782,
-0.7123976349830627,
0.5253013968467712,
0.5001798868179321,
-0.13576550781726837,
0.27428096532821655,
-0.32307496666908264,
0.00033952356898225844,
-0.13299161195755005,
-0.5557330250740051,
0.13334335386753082,
0.12519167363643646,
0.5306771397590637,
0.251232385635376,
0.05888374522328377,
0.1185929998755455,
0.08632062375545502,
0.34109795093536377,
0.10571176558732986,
0.04663349688053131,
0.16867601871490479,
-0.45415985584259033,
-0.40769529342651367,
-0.7193180918693542,
-0.4482625722885132,
-0.4421423375606537,
0.11951382458209991,
0.15611976385116577,
-0.20409943163394928,
0.38397249579429626,
-0.41008201241493225,
0.027612898498773575,
0.2432166039943695,
0.45167145133018494,
0.4421689212322235,
-0.6351777911186218,
-0.07070350646972656,
0.24798583984375,
-0.11927126348018646,
0.9212538599967957,
0.4284180700778961,
-0.1068297028541565,
0.0713210180401802,
-0.12123624980449677,
0.30003446340560913,
0.4044407308101654,
-0.5630394220352173,
0.08442164212465286,
0.1735711693763733,
1.07487952709198,
0.31975412368774414,
-0.13286659121513367,
-0.2789453864097595,
-0.557974636554718,
0.5377154350280762,
0.17878791689872742,
-0.16640272736549377,
0.06012731045484543,
-0.6634619235992432,
-0.3069334328174591,
-0.6927779912948608,
-0.2743507921695709,
0.07046323269605637,
-0.2791752517223358,
-0.26035743951797485,
-0.35100257396698,
-0.36150622367858887,
-0.5994781255722046,
-0.5091971158981323,
-0.24471727013587952,
-0.13559062778949738,
-0.14399690926074982,
-0.46585720777511597,
0.4470841884613037,
-0.030259519815444946,
0.07394669950008392,
0.4345894455909729,
0.1064331978559494,
0.288433313369751,
0.4025484323501587,
-0.06877534836530685,
0.362933486700058,
0.17617569863796234,
-0.3135094940662384,
-0.18164995312690735,
0.6703696250915527,
0.20962581038475037,
-0.011939325369894505,
0.08111459016799927,
-0.23384195566177368,
-0.04686984419822693,
-0.14325468242168427,
-0.09854025393724442,
0.08245348930358887,
0.597582995891571,
0.34204503893852234,
0.030338170006871223,
-0.0070390175096690655,
-0.7852712869644165,
0.18742084503173828,
0.10739875584840775,
-0.2364230453968048,
0.23493748903274536,
0.45187124609947205,
0.06668644398450851,
0.2660455107688904,
0.03904424607753754,
0.0683172419667244,
-0.13822025060653687,
-0.6970158815383911,
0.5407519936561584,
-0.8150178790092468,
1.357079267501831,
0.054445408284664154,
-0.1783107966184616,
1.1709710359573364,
-0.28976407647132874,
0.4820271134376526,
-0.13703715801239014,
0.21099853515625,
0.518473744392395,
-0.2744356095790863,
-0.03962727263569832,
-0.1808457225561142,
-0.09706930816173553,
-0.09626571089029312,
-0.20089195668697357,
-0.029560798779129982,
0.25618377327919006,
-0.37217390537261963,
-0.15528100728988647,
-0.18839244544506073,
-0.41850826144218445,
0.5492247939109802,
0.17290334403514862,
-0.03420877829194069,
-0.0992155522108078,
-0.19960319995880127,
1.2109382152557373,
-0.3148045539855957,
0.3912723660469055,
0.27148300409317017,
-0.0606662780046463,
0.4888148009777069,
0.2402239888906479,
0.1598212867975235,
0.8030028939247131,
-0.7242895364761353,
-0.2329791635274887,
0.11867986619472504,
0.19324681162834167,
-0.7175447940826416,
0.07020923495292664,
0.15513214468955994,
0.159246027469635,
-0.28266438841819763,
-0.11079221963882446,
0.13871148228645325,
0.5060815215110779,
0.25212225317955017,
-0.2170826643705368,
0.44100087881088257,
0.2549411654472351,
-0.07211767882108688,
0.0845307782292366,
0.25508102774620056,
-0.629964292049408,
-0.514809250831604,
0.4274088442325592,
0.49217405915260315,
-0.26632022857666016,
-0.5752936005592346,
0.09405389428138733,
0.2509261667728424,
0.12390641123056412,
-0.18802618980407715,
0.4170503318309784,
0.2382018268108368,
0.27009308338165283,
-0.004831429570913315,
-0.21684473752975464,
0.3801235258579254,
0.15885233879089355,
-0.338529497385025,
-0.45006340742111206,
-0.8178788423538208,
0.791771650314331,
0.30806007981300354,
0.44169169664382935,
-0.015592887997627258,
-0.6132614016532898,
0.49062561988830566,
0.40114372968673706,
-0.3423554599285126,
-0.38704097270965576,
-0.21129199862480164,
-0.41910624504089355,
-0.806968092918396,
-0.24675661325454712,
0.8172338008880615,
0.8807158470153809,
-0.6959441900253296,
-0.3672361969947815,
-0.29761627316474915,
0.8589388728141785,
-0.10437138378620148,
-0.21525003015995026,
-0.05351913720369339,
0.380990207195282,
-0.11170799285173416,
-0.0743827372789383,
-0.5693690180778503,
0.6141042709350586,
0.5249215364456177,
0.3265429139137268,
0.3193269968032837,
0.33803945779800415,
0.29976141452789307,
-0.42595717310905457,
0.4881318211555481,
-0.2352709025144577,
-0.2993869483470917,
0.33191120624542236,
-0.12398603558540344,
-0.4367631673812866,
0.3962283730506897,
-5.906440258026123,
0.1350497454404831,
-0.27614498138427734,
-0.1677381992340088,
-0.6227930188179016,
0.11528640985488892,
0.4003150761127472,
-0.15078844130039215,
-0.22418475151062012,
-0.26780250668525696,
0.16201286017894745,
0.21979136765003204,
0.006251467391848564,
0.3225766718387604,
0.024045702069997787,
0.0754656195640564,
0.45312562584877014,
0.4750559628009796,
0.31459933519363403,
0.05789593607187271,
-0.4092668294906616,
-0.37604260444641113,
0.16055555641651154,
0.21466796100139618,
0.6498211622238159,
0.5048859119415283,
-0.6853092908859253,
0.12447866797447205,
-0.031228724867105484,
0.04373740777373314,
-0.055962078273296356,
-0.48944684863090515,
-0.21760591864585876,
0.06967740505933762,
-0.046380870044231415,
0.052288495004177094,
0.4488404095172882,
-0.24610815942287445,
0.21918083727359772,
-0.7103663086891174,
0.5431718230247498,
0.832980751991272,
-0.41996267437934875,
-0.493918776512146,
0.08748355507850647,
-0.3267187178134918,
-0.40626466274261475,
0.032266635447740555,
-0.4539054036140442,
0.8078819513320923,
-0.14054343104362488,
-0.6138379573822021,
0.41512227058410645,
-0.10620574653148651,
0.03525279834866524,
-0.33256983757019043,
-0.0006949757225811481,
0.022265590727329254,
-0.391388475894928,
0.17425481975078583,
0.09035744518041611,
-0.28077512979507446,
0.13128024339675903,
-0.5498345494270325,
-0.6349528431892395,
0.2136475145816803,
-1.0294982194900513,
-0.48056790232658386,
0.06096716597676277,
-0.0808381512761116,
-0.4815223813056946,
0.665352463722229,
0.0030799591913819313,
-0.5147128105163574,
0.21026192605495453,
-0.5288717746734619,
-0.38427940011024475,
-0.08998066931962967,
-0.3400041460990906,
0.14016762375831604,
-0.08317659050226212,
-0.3203405439853668,
0.151396244764328,
0.04158632829785347,
0.553409993648529,
-0.7205493450164795,
-0.04037903994321823,
-0.5524874925613403,
-0.24307121336460114,
-0.1759634166955948,
0.5815171003341675,
-0.8509925603866577,
-0.029543057084083557,
0.331848680973053,
0.29580846428871155,
0.5517832040786743,
0.4341139793395996,
-0.05625525861978531,
0.08358319848775864,
-0.06767701357603073,
1.5327523946762085,
0.08817686140537262,
-0.2906540334224701,
-0.8787710070610046,
0.3793742060661316,
0.26021867990493774,
-0.45691177248954773,
0.2558099031448364,
0.44928669929504395,
-0.1726588010787964,
-0.32853010296821594,
-0.2067505270242691,
-0.6343496441841125,
-0.5317381024360657,
0.46780431270599365,
-0.13166895508766174,
-0.013329151086509228,
-0.2033304125070572,
0.27077150344848633,
-0.11156740039587021,
0.57709139585495,
0.0964488685131073,
0.41389453411102295,
0.21993893384933472,
0.19299611449241638,
-0.26369205117225647,
0.06892044842243195,
0.5067013502120972,
-0.30992019176483154,
-0.14822563529014587,
0.33726966381073,
-0.10358835011720657,
-0.23923328518867493,
0.09813232719898224,
0.6385338306427002,
-0.02640620805323124,
-0.20245333015918732,
-0.5896754264831543,
-0.12235361337661743,
-0.7280483245849609,
0.22491513192653656,
-0.14878807961940765,
-0.2254672348499298,
0.2948261797428131,
0.15759505331516266,
0.12200819700956345,
-0.07795359939336777,
-0.22831380367279053,
-0.6236193776130676,
-0.14330142736434937,
-0.07290922105312347,
-0.6347100734710693,
0.1573597639799118,
-0.01217435859143734,
0.11215696483850479,
0.2219633162021637,
0.4067174196243286,
0.4290449023246765,
0.12688039243221283,
-0.5291739106178284,
0.3830232322216034,
-0.019169753417372704,
-0.4390183687210083,
0.2829003632068634,
0.3966144025325775,
-0.3917904496192932,
-0.2881537079811096,
0.15892194211483002,
-0.15963460505008698,
0.3297828435897827,
0.19993238151073456,
0.017749452963471413,
-0.17177671194076538,
-0.05912129208445549,
0.07532041519880295,
0.0200087558478117,
-0.3691001534461975,
0.5561321973800659,
0.36864638328552246,
0.4184584319591522,
-0.23675060272216797,
-0.16365191340446472,
-0.25965219736099243,
1.0101994276046753,
0.7082004547119141,
0.1899256706237793,
0.0908801481127739,
0.0893358513712883,
-0.5681918263435364,
-0.12043380737304688,
0.23304902017116547,
0.33599337935447693,
0.5338602066040039,
0.07201996445655823,
-0.2466660588979721,
-1.1297022104263306,
0.08474873006343842,
-0.4914138615131378,
-0.19397225975990295,
-0.034612804651260376,
0.43728843331336975,
0.6214009523391724,
-0.3202313780784607,
0.2082066833972931,
0.4178324043750763,
-0.25774824619293213,
-0.037326447665691376,
0.2958204746246338,
-0.2219388782978058,
-0.11573821306228638,
-0.1777363270521164,
-0.1876148283481598,
-0.5473793745040894,
0.45698004961013794,
-0.5800545811653137,
0.061173394322395325,
0.4816451668739319,
-0.4905528724193573,
-0.2457955926656723,
0.6685073375701904,
-0.13548985123634338,
-0.2315763384103775,
-0.568723201751709,
-0.18779219686985016,
-0.16060417890548706,
0.16453588008880615,
0.4541575312614441,
-0.40301650762557983,
-0.4655868113040924,
-0.008959454484283924,
0.19177746772766113,
0.16140224039554596,
0.5711942315101624,
-0.235540509223938,
-0.35537227988243103,
-0.12280987948179245,
0.05682173743844032,
0.21829897165298462,
-0.07764594256877899,
0.35568878054618835,
0.17210255563259125,
0.5967509746551514,
-0.23369698226451874,
-0.5190524458885193,
-0.1278797835111618,
0.0694318413734436,
0.15261608362197876,
-0.3975454568862915,
-1.0702121257781982,
-0.26451602578163147,
-0.021226413547992706,
0.07090922445058823,
0.11347425729036331,
-0.3770221769809723,
1.1051374673843384,
0.06506043672561646,
-0.2489505559206009,
-0.48563462495803833,
-0.15134002268314362,
0.07181161642074585,
0.04298551008105278,
-0.14924006164073944,
-0.6919243335723877,
-0.29984402656555176,
0.5062749981880188,
0.2029849737882614,
-0.3989432752132416,
-0.32681867480278015,
0.0390656441450119,
-0.307150661945343,
-0.18884781002998352,
0.20739245414733887,
-0.14620094001293182,
0.05522023141384125,
0.022556442767381668,
0.19252324104309082,
-0.09288904815912247,
0.10513805598020554,
-0.5904088616371155,
0.1557835042476654,
-0.3705863356590271,
-0.4190678000450134,
-0.007316621020436287,
-0.06381053477525711,
0.10779692232608795,
-0.0879361480474472,
-0.07950706034898758,
0.204929918050766,
0.0854465663433075,
-0.23413744568824768,
-0.14736376702785492,
-0.20261824131011963,
-0.3890777826309204,
0.25281983613967896,
0.05303842946887016,
0.23009738326072693,
0.29559099674224854,
0.08607375621795654,
-0.3372984528541565,
-0.223044291138649,
-0.03998773172497749,
0.4321354627609253,
0.5981501340866089,
-0.5342279076576233,
0.3383176326751709,
0.308529794216156,
0.36711838841438293,
0.45516565442085266,
0.4007231891155243,
-0.06291333585977554,
0.6345047950744629,
0.3232247531414032,
0.15768887102603912,
0.4255528748035431,
-0.6301664710044861,
0.007696626242250204,
0.05156810209155083,
-0.07735738903284073,
0.1564079225063324,
-0.19975820183753967,
0.2650913596153259,
0.35668471455574036,
0.6468664407730103,
0.062003884464502335,
-1.0039668083190918,
1.0638396739959717,
0.14740236103534698,
0.14063362777233124,
-0.26061344146728516,
-0.3347323536872864,
0.4367843568325043,
1.0361272096633911,
-0.41805747151374817,
-0.0460936613380909,
0.3229454457759857,
0.0867658481001854,
0.1716545820236206,
0.23109495639801025,
-0.5199287533760071,
0.4122958481311798,
0.02882520668208599,
0.31153956055641174,
-0.4083489179611206,
0.2561139166355133,
-0.020437490195035934,
0.19743338227272034,
-0.20658241212368011,
0.15095633268356323,
0.5091630816459656,
0.14329048991203308,
0.22775231301784515,
0.3990049958229065,
-0.3205964267253876,
0.3745571970939636,
-0.396842896938324,
-0.6608176827430725,
0.3649257719516754,
-0.4817062020301819,
-0.6563000082969666,
0.31178539991378784,
0.2803013026714325,
0.717349112033844,
-0.28861647844314575,
0.20984697341918945,
-0.2034175843000412,
0.23333419859409332,
0.44715091586112976,
-0.022690873593091965,
0.09946330636739731,
-0.36660176515579224,
-0.008616761304438114,
-0.009546495042741299,
-0.7719851136207581,
0.13853104412555695,
-0.3772090971469879,
-0.3844861686229706,
0.19669125974178314,
-0.05516291782259941,
-0.23597609996795654,
0.2758343815803528,
-0.16289260983467102,
0.5434179902076721,
-0.12162008881568909,
-0.20015037059783936,
0.3420271575450897,
0.020078934729099274,
-0.01584519073367119,
-0.42436662316322327,
0.40910574793815613,
-0.3160398304462433,
-0.1609496772289276,
-1.0416017770767212,
-0.5679439306259155,
0.06280840933322906,
-0.21704933047294617,
-0.137414813041687,
-0.37876585125923157,
1.3839435577392578,
0.19037124514579773,
-0.04733959212899208,
0.023413164541125298,
-0.2429271787405014,
0.024659041315317154,
0.501681387424469,
-0.32526895403862,
0.463817834854126,
-0.9314897656440735,
-0.40053126215934753,
-0.3855435848236084,
0.4110080897808075,
0.4090089201927185,
0.5251638889312744,
-0.41743576526641846,
-0.02885775826871395,
-0.172117218375206,
0.011090925894677639,
0.1364067792892456,
-0.18475791811943054,
-0.1270724982023239,
-0.09407276660203934,
-0.13487184047698975,
-0.37518376111984253,
0.3310527503490448,
0.06108367443084717,
0.08146224170923233,
-0.23241972923278809,
-0.021548885852098465,
0.415131539106369,
-0.7564301490783691,
-0.06444915384054184,
0.12441831827163696,
-0.16277793049812317,
-0.185951367020607,
0.2506569027900696,
-0.9911496639251709,
0.10293035209178925,
0.31227216124534607,
0.058790817856788635,
0.22325198352336884,
-0.6199479103088379,
-0.04239208996295929,
-0.12023181468248367,
0.45032018423080444,
0.42066317796707153,
0.38482052087783813,
0.42418453097343445,
0.17576080560684204,
-0.2498513162136078,
-0.8753030896186829,
0.2741452157497406,
0.07753777503967285,
0.4500419795513153,
-0.03165129944682121,
-0.12859246134757996,
-0.15142938494682312,
0.2405409812927246,
0.008640125393867493,
-0.6446487903594971,
0.27582529187202454,
-0.3398173153400421
] |
Work strain has been argued to be a significant cause of absenteeism in the popular and academic press. However, definitive evidence for associations between absenteeism and strain is currently lacking. A theory focused meta-analysis of 275 effects from 153 studies revealed positive but small associations between absenteeism and work strain, psychological illness, and physical illness. Structural equation modeling results suggested that the strain-absence connection may be mediated by psychological and physical symptoms. Little support was received for the purported volitional distinction between absence frequency and time lost absence measures on the basis of illness. Among the moderators examined, common measurement, midterm and stable sources of variance, and publication year received support. | [
0.01839262805879116,
0.021564994007349014,
-0.002746331039816141,
0.02679167315363884,
0.01854642480611801,
-0.007304164115339518,
0.00946882925927639,
-0.0032447781413793564,
-0.0079096220433712,
0.015792079269886017,
-0.017067715525627136,
0.011670337989926338,
-0.004802434705197811,
0.00977129302918911,
0.012873511761426926,
0.004521809983998537,
-0.01791376993060112,
0.017876049503684044,
-0.0012023518793284893,
0.021263781934976578,
0.01212352141737938,
-0.02765299752354622,
0.009354274719953537,
0.00006871105870231986,
-0.02075628563761711,
0.0022498369216918945,
-0.0010539237409830093,
-0.025362003594636917,
-0.0022080414928495884,
0.019532620906829834,
-0.018448691815137863,
-0.012179400771856308,
0.005116696935147047,
-0.006132803857326508,
0.01989571750164032,
0.026130463927984238,
0.00498534832149744,
0.019274916499853134,
-0.01804863102734089,
-0.0027691505383700132,
0.004342877771705389,
-0.005067779216915369,
0.0006470523658208549,
-0.024096179753541946,
-0.005252384580671787,
0.0017000348307192326,
-0.0013833269476890564,
-0.010679956525564194,
-0.015134342014789581,
0.006923634558916092,
-0.00807497464120388,
-0.002605181885883212,
-0.00676321005448699,
-0.028101284056901932,
-0.0058651817962527275,
0.028020158410072327,
0.0187377966940403,
0.029769737273454666,
-0.015252511948347092,
-0.012629811652004719,
-0.007783782668411732,
0.00969448871910572,
-0.018007241189479828,
-0.02061915025115013,
0.02103719860315323,
-0.06710684299468994,
0.005065348464995623,
0.002403468592092395,
0.004185507073998451,
-0.025432400405406952,
0.012565596960484982,
0.011455349624156952,
0.01402057334780693,
-0.0015346752479672432,
0.0002716085873544216,
0.027258651331067085,
0.0068947612307965755,
-0.01960713043808937,
-0.003722073044627905,
0.010230963118374348,
-0.006208912469446659,
0.0010455386945977807,
0.007904164493083954,
0.010741204023361206,
-0.004884387832134962,
-0.016379864886403084,
-0.02071986347436905,
0.008655509911477566,
-0.011376789771020412,
0.005531070753931999,
-0.02079407498240471,
0.026273049414157867,
-0.0023681889288127422,
0.017951738089323044,
0.024839576333761215,
0.0063033029437065125,
0.001537492498755455,
0.009937544353306293,
0.005741066765040159,
-0.020045120269060135,
-0.012531703338027,
-0.017604894936084747,
0.022095905616879463,
-0.0027727405540645123,
0.016915224492549896,
0.0009035274269990623,
-0.018080271780490875,
-0.006968307308852673,
-0.005241647362709045,
0.010037028230726719,
-0.024154651910066605,
0.03031546249985695,
0.01529001910239458,
0.024481099098920822,
-0.005854744464159012,
0.010718690231442451,
0.005112650338560343,
0.02146979421377182,
0.011390716768801212,
-0.015362655743956566,
0.04907409846782684,
0.008341130800545216,
0.013387776911258698,
0.03484393283724785,
0.00040414879913441837,
0.044255830347537994,
-0.010760856792330742,
0.010440947487950325,
-0.00278653996065259,
0.006001434288918972,
-0.00695433747023344,
0.010861636139452457,
-0.004040746483951807,
0.028122734278440475,
-0.011038427241146564,
-0.009181561879813671,
0.016599804162979126,
0.008506063371896744,
-0.008808128535747528,
-0.016346678137779236,
-0.025144711136817932,
0.011761784553527832,
-0.007816188968718052,
0.0005588192725554109,
0.0015754095511510968,
-0.013243058696389198,
0.014921674504876137,
0.020046360790729523,
0.00923959631472826,
-0.009497448801994324,
0.017114270478487015,
0.011126982979476452,
-0.008273214101791382,
-0.011015454307198524,
-0.005758554674685001,
-0.014958420768380165,
-0.006292833015322685,
0.019267503172159195,
-0.007628436200320721,
-0.01584918238222599,
-0.018246499821543694,
-0.009648901410400867,
-0.0027474130038172007,
0.005704390350729227,
-0.0011090461630374193,
0.008637288585305214,
0.03669579699635506,
-0.014845028519630432,
0.010619614273309708,
0.008170909248292446,
0.004671430215239525,
-0.0019245506264269352,
0.010603778064250946,
0.009145088493824005,
0.02210346981883049,
-0.003909076098352671,
-0.0004036491736769676,
0.008203864097595215,
-0.0033005843870341778,
0.06717222929000854,
-0.027617469429969788,
-0.007753352634608746,
-0.017817996442317963,
0.01274135708808899,
0.004231734666973352,
-0.02266037091612816,
0.021536849439144135,
-0.016044728457927704,
0.012156164273619652,
-0.0060207173228263855,
-0.020744942128658295,
-0.014527441933751106,
0.00030178576707839966,
0.0009072322864085436,
0.005861133337020874,
0.004194941371679306,
0.021561048924922943,
-0.0025161525700241327,
-0.007893363013863564,
-0.022170355543494225,
-0.012876981869339943,
-0.022562511265277863,
0.0004237827379256487,
0.007536886725574732,
0.002944327425211668,
0.019597381353378296,
0.027693798765540123,
0.021943435072898865,
-0.0267883762717247,
0.005367462057620287,
0.0023285443894565105,
0.002151754219084978,
0.025701235979795456,
-0.0003925878554582596,
0.008326703682541847,
-0.005530618596822023,
-0.023547746241092682,
0.005798427388072014,
-0.023527102544903755,
-0.01371125690639019,
0.00439260620623827,
-0.0019273007055744529,
-0.024022836238145828,
-0.019140353426337242,
0.017907841131091118,
-0.030520301312208176,
-0.010297289118170738,
0.007763802073895931,
0.0008409107103943825,
-0.008223663084208965,
0.008398076519370079,
-0.0202733613550663,
-0.004724517464637756,
-0.0007971214363351464,
-0.0013635799987241626,
0.015071790665388107,
0.008874442428350449,
-0.01008746400475502,
0.0180195439606905,
-0.0067380801774561405,
-0.004635375924408436,
-0.009391400963068008,
-0.015868891030550003,
0.00568403210490942,
0.023862440139055252,
0.008957172743976116,
-0.011545087210834026,
0.0033843189012259245,
-0.01473496574908495,
-0.02420680597424507,
0.006212082225829363,
0.019631363451480865,
-0.019574884325265884,
0.009109496138989925,
0.021049346774816513,
-0.034323811531066895,
0.005463183857500553,
-0.016414539888501167,
0.024924591183662415,
-0.0020432525780051947,
0.011896166019141674,
0.005525550339370966,
-0.011391962878406048,
-0.0013744644820690155,
-0.004742152988910675,
0.0206616073846817,
0.0022734524682164192,
0.0017904589185491204,
-0.007951747626066208,
-0.004292447119951248,
0.002238514833152294,
-0.013107210397720337,
-0.004142083693295717,
-0.081827312707901,
-0.014561206102371216,
0.004624108783900738,
-0.006854926701635122,
0.00719777075573802,
0.018540002405643463,
0.0039036376401782036,
0.008414116688072681,
-0.009054431691765785,
-0.007229653652757406,
0.00654491176828742,
-0.009223377332091331,
-0.005481990985572338,
0.011896468698978424,
0.0069946413859725,
-0.002039422979578376,
0.0018374540377408266,
0.02728188969194889,
0.019971590489149094,
-0.0036910707131028175,
-0.00874132476747036,
-0.03126433491706848,
-0.020236726850271225,
-0.003383414587005973,
-0.0012214812450110912,
-0.003314417554065585,
0.021415704861283302,
0.0029213118832558393,
0.023081190884113312,
0.010717918165028095,
-0.002999786054715514,
0.02970174141228199,
-0.0003356453962624073,
-0.02640271745622158,
-0.005119849927723408,
0.008240005001425743,
-0.020194904878735542,
0.012829286977648735,
-0.008672008290886879,
0.02363758534193039,
0.012600190006196499,
0.009200632572174072,
0.010846555233001709,
0.02159770019352436,
0.002229813253507018,
0.002724055666476488,
0.019770802929997444,
0.012131555937230587,
0.005627437029033899,
0.002887504640966654,
-0.014541540294885635,
-0.012847917154431343,
0.018574941903352737,
-0.00020639289868995547,
-0.005604171194136143,
-0.007319020107388496,
-0.002145148813724518,
-0.004230493679642677,
-0.008493166416883469,
-0.000022420717868953943,
-0.009427840821444988,
-0.007561027072370052,
-0.006417770404368639,
0.010706041008234024,
0.010266751050949097,
-0.028320351615548134,
0.003552605863660574,
-0.012062588706612587,
-0.003741476684808731,
0.01288682222366333,
0.02890312857925892,
0.0069312481209635735,
0.00011411530431360006,
-0.004551718011498451,
0.023279231041669846,
-0.002409560140222311,
-0.011248373426496983,
-0.0018984159687533975,
0.02475491538643837,
0.01602640002965927,
-0.010027524083852768,
-0.007386802230030298,
0.0006832631770521402,
-0.0014624821487814188,
-0.03359668329358101,
-0.02117209881544113,
0.005340721923857927,
-0.012345361523330212,
0.020454166457057,
-0.019484514370560646,
0.020358605310320854,
0.01608586125075817,
-0.014831425622105598,
0.008880052715539932,
-0.012258132919669151,
0.02525407448410988,
0.011985864490270615,
-0.021371183916926384,
-0.017156455665826797,
0.010769447311758995,
-0.009693669155240059,
0.00847442727535963,
-0.029064157977700233,
-0.00706113176420331,
-0.010899766348302364,
0.009207122959196568,
0.01971372589468956,
-0.006749540567398071,
-0.024554185569286346,
-0.004907851107418537,
-0.029552992433309555,
-0.019167384132742882,
-0.0019787135533988476,
0.016321813687682152,
0.009232860989868641,
-0.0022714596707373857,
0.015440719202160835,
-0.013637054711580276,
0.07266485691070557,
-0.008986867032945156,
0.008582428097724915,
0.004615052603185177,
0.0034736329689621925,
-0.012558826245367527,
0.0038061565719544888,
-0.019904334098100662,
0.013948279432952404,
-0.019418640062212944,
0.012855445966124535,
0.03434896469116211,
0.019589824602007866,
0.00481007806956768,
0.009990244172513485,
-0.0020252536050975323,
0.010214200243353844,
0.02502255141735077,
-0.02365872636437416,
0.010342521592974663,
0.013818105682730675,
0.005537189543247223,
0.009157584048807621,
0.014832597225904465,
0.006306478753685951,
-0.009335769340395927,
-0.0030129109509289265,
-0.015293961390852928,
0.0017921440303325653,
0.0014020474627614021,
-0.012471027672290802,
-0.001917179673910141,
-0.0005472354241646826,
0.010618516243994236,
0.020342661067843437,
0.010479875840246677,
-0.014583148062229156,
-0.020629722625017166,
-0.003710591932758689,
0.0015815134393051267,
-0.01793203316628933,
-0.013996044173836708,
-0.004097417928278446,
0.016831116750836372,
-0.011411723680794239,
0.0036497716791927814,
-0.0241774320602417,
-0.0024460838176310062,
-0.015193680301308632,
0.01978512853384018,
-0.009564359672367573,
0.025851167738437653,
0.003314211033284664,
-0.013439930975437164,
0.014464542269706726,
0.0008604461327195168,
-0.025732586160302162,
-0.007430313155055046,
-0.018564116209745407,
0.01533956453204155,
-0.005367298610508442,
0.0023762101773172617,
-0.007133015431463718,
-0.016972946003079414,
-0.012241898104548454,
0.003746471367776394,
-0.01762745901942253,
-0.0162675678730011,
0.009521029889583588,
0.004077666439116001,
0.0020330389961600304,
-0.010061453096568584,
-0.009047004394233227,
-0.01740005984902382,
0.004429737105965614,
-0.03209778666496277,
0.00468571437522769,
0.014090818352997303,
-0.01950131542980671,
-0.01174604706466198,
0.001932566985487938,
-0.01308524515479803,
0.008522843942046165,
0.0015602149069309235,
0.00876370258629322,
-0.014124843291938305,
-0.00011561973951756954,
-0.07503564655780792,
-0.006128644570708275,
-0.0038013095036149025,
-0.010303712449967861,
0.017199646681547165,
-0.0002206265926361084,
-0.010975969955325127,
-0.008733252063393593,
-0.003099715569987893,
-0.007222727406769991,
-0.00909885298460722,
0.009091660380363464,
0.008180578239262104,
-0.010236648842692375,
0.012678397819399834,
-0.011891529895365238,
-0.01123898383229971,
-0.00734023516997695,
-0.002808795776218176,
0.009674420580267906,
0.008573505096137524,
0.023054301738739014,
-0.04691797494888306,
0.009567547589540482,
0.010019035078585148,
-0.08160588145256042,
-0.0035216552205383778,
0.00012053863611072302,
-0.009901442565023899,
0.008478684350848198,
-0.005206242669373751,
0.018589843064546585,
0.00009474367834627628,
0.0030663940124213696,
-0.017327286303043365,
-0.005760400556027889,
-0.03284134343266487,
0.026741430163383484,
-0.018028857186436653,
0.021721599623560905,
-0.00721699045971036,
-0.0006668111309409142,
-0.019933760166168213,
-0.03313356637954712,
-0.026470178738236427,
0.007135569583624601,
-0.0011746822856366634,
-0.009617447853088379,
-0.006438801065087318,
-0.006329619325697422,
-0.026709649711847305,
0.0009534788550809026,
0.00426602503284812,
0.02833506278693676,
-0.006012650206685066,
0.007368996273726225,
0.00425163796171546,
0.00012787524610757828,
0.003969463519752026,
0.015521208755671978,
-0.011490244418382645,
0.007523741573095322,
0.0036540692672133446,
0.051181260496377945,
0.0004750922089442611,
-0.0020553437061607838,
-0.0024855732917785645,
0.005684508942067623,
0.021590059623122215,
-0.020946834236383438,
-0.03163561597466469,
0.005703340284526348,
-0.006752572488039732,
0.01867636851966381,
-0.00556053314357996,
0.01700584776699543,
-0.013476603664457798,
0.0019275769591331482,
0.006863592192530632,
0.0023630252107977867,
-0.005871472414582968,
-0.004339367151260376,
0.01109276432543993,
0.006749649997800589,
0.0018365489086136222,
0.0006950938259251416,
-0.00044536241330206394,
0.014981115236878395,
0.07197255641222,
-0.03420128673315048,
0.010089553892612457,
-0.019055599346756935,
-0.0025326316244900227,
-0.006340531632304192,
-0.027324512600898743,
-0.006929807364940643,
-0.010999823920428753,
-0.0035877330228686333,
-0.007095664739608765,
-0.01413226779550314,
0.02256498672068119,
0.006603298708796501,
0.015028711408376694,
-0.029805153608322144,
-0.01243566907942295,
0.0038238591514527798,
0.002657355275005102,
-0.0022581403609365225,
0.009901395067572594,
0.01042359322309494,
-0.015087021514773369,
0.01939905434846878,
0.019450102001428604,
0.004648573696613312,
-0.03119773417711258,
-0.0008907242445275187,
0.002653753850609064,
0.01053982600569725,
-0.019959472119808197,
-0.0102246617898345,
-0.0013775690458714962,
-0.01515234261751175,
0.01205417886376381,
0.01311853900551796,
0.0035503259859979153,
-0.0037297490052878857,
-0.011544313281774521,
0.03695521503686905,
-0.012495454400777817,
-0.0021033654920756817,
0.010668769478797913,
-0.033975325524806976,
-0.011831009760499,
-0.028557071462273598,
-0.0015795219223946333,
-0.019729021936655045,
0.0001837321324273944,
0.02025652676820755,
-0.0021438763942569494,
0.013463499024510384,
0.025202300399541855,
0.007501432206481695,
0.008395739831030369,
0.04430953413248062,
-0.007614292670041323,
0.01570717990398407,
0.002952881623059511,
0.011689269915223122,
-0.03300938755273819,
-0.025206847116351128,
0.008672751486301422,
-0.019815141335129738,
-0.013192277401685715,
0.018034055829048157,
0.004697518423199654,
-0.004571470897644758,
-0.015796473249793053,
0.011220598593354225,
-0.014188524335622787,
0.02014910615980625,
0.004486170131713152,
-0.021494844928383827,
0.013511618599295616,
0.0018009061459451914,
0.011361930519342422,
-0.028224214911460876,
0.017904050648212433,
0.017645498737692833,
-0.019229436293244362,
0.018459834158420563,
-0.0027008531615138054,
0.013203886337578297,
0.014875538647174835,
-0.004696127492934465,
-0.0010499453637748957,
0.012894075363874435,
-0.012354478240013123,
0.005087648518383503,
-0.0032627603504806757,
0.013321604579687119,
-0.0032927854917943478,
0.018529433757066727,
0.012897040694952011,
0.03527538850903511,
0.004540874622762203,
-0.000051493640057742596,
0.012085401453077793,
-0.00008876342326402664,
0.004440008196979761,
0.007503305096179247,
-0.0014008511789143085,
0.004322732333093882,
0.007359258830547333,
0.005796889774501324,
0.020937541499733925,
0.018159622326493263,
0.004426789470016956,
-0.02461043745279312,
-0.000124308280646801,
-0.009591441601514816,
0.005088513251394033,
0.021570980548858643,
0.0026001441292464733,
0.006030500866472721,
-0.013516304083168507,
0.007709564175456762,
-0.004211329855024815,
-0.006768242456018925,
0.010073823854327202,
-0.004353341646492481,
-0.015765920281410217,
0.011936809867620468,
0.014591009356081486,
-0.04044477641582489,
-0.013200589455664158,
0.004157638177275658,
-0.012680480256676674,
0.019432611763477325,
-0.005187673959881067,
-0.003573889145627618,
0.0015863506123423576,
-0.00570885743945837,
0.0036554615944623947,
-0.00673073623329401,
0.03661040961742401,
0.0217072032392025,
-0.013618659228086472,
-0.0227342639118433,
0.015623264014720917,
-0.009817231446504593,
-0.0013118546921759844,
0.004634272772818804,
0.008258320391178131,
-0.03738353028893471,
0.022084984928369522,
0.014543470926582813,
0.017089081928133965,
-0.00303698075003922,
0.004965762607753277,
0.012070098891854286,
-0.01882035657763481,
-0.005647620186209679,
-0.00785816553980112,
0.013409157283604145,
0.014039898291230202,
-0.016859397292137146,
0.013882710598409176,
-0.022838585078716278,
-0.008773406967520714,
-0.035347871482372284,
0.029395027086138725,
0.014195151627063751,
0.004032599739730358,
0.002980812918394804,
-0.005446569994091988,
0.04062870144844055,
-0.011421174742281437,
-0.011106302961707115,
-0.004902414046227932,
-0.012329095974564552,
0.01646418124437332,
0.009006191045045853,
-0.018088119104504585,
-0.011671212501823902,
0.0100516676902771,
0.0007488676346838474,
-0.019203467294573784,
0.009425194002687931,
-0.0008882828988134861,
0.01782715506851673,
0.004237624816596508,
-0.007177995517849922,
-0.0049220803193748,
-0.0016665449365973473,
-0.0018376209773123264,
0.004969073459506035,
-0.007107170298695564,
-0.01449526846408844,
0.004614653065800667,
-0.002050511073321104,
-0.00555881904438138,
0.014487730339169502,
0.008197044022381306,
0.002243130002170801,
-0.012975391000509262,
0.015989691019058228,
-0.0027278217021375895,
-0.0008333732839673758,
-0.00956936925649643,
-0.0184415765106678
] | [
0.25632551312446594,
0.18068118393421173,
0.15602639317512512,
-0.490642786026001,
-0.49072158336639404,
0.38394108414649963,
0.5009111166000366,
0.09788970649242401,
-0.3686826527118683,
-0.3969752788543701,
-0.15886467695236206,
0.36103394627571106,
-0.4158177375793457,
0.4946342706680298,
-0.385697603225708,
1.0392067432403564,
0.2145630568265915,
0.5133517384529114,
-0.7744417786598206,
-0.2653530240058899,
-0.17457112669944763,
-0.3895922005176544,
0.678317666053772,
0.17405293881893158,
-0.3054153025150299,
-0.20562304556369781,
0.22463905811309814,
-0.20617622137069702,
-0.34390756487846375,
-0.07603541016578674,
-0.0720648318529129,
0.6757751107215881,
0.3018868863582611,
-0.023503387346863747,
-0.47964799404144287,
0.24444693326950073,
-0.015962958335876465,
-0.2566794455051422,
0.12263967841863632,
-0.04741722717881203,
0.20821864902973175,
-0.6313959956169128,
-0.5196573734283447,
0.5425286889076233,
-0.36417728662490845,
-0.09415411949157715,
-1.4212263822555542,
0.19429928064346313,
-0.2398289293050766,
0.12093280255794525,
-0.15005958080291748,
0.851433277130127,
0.743471086025238,
0.25131815671920776,
-0.24754783511161804,
0.0014998363330960274,
-0.05923335626721382,
-0.21782700717449188,
0.31002646684646606,
-1.097698450088501,
0.4030400514602661,
0.28543925285339355,
-0.1830313503742218,
-0.06998232007026672,
-0.5183752179145813,
0.29726263880729675,
0.12276604026556015,
0.4168965518474579,
-0.7385835647583008,
-0.2208005040884018,
-0.18167518079280853,
-0.34822821617126465,
-0.08546670526266098,
-0.29328653216362,
-0.003309972118586302,
0.24602758884429932,
-0.28320780396461487,
-0.5970125794410706,
0.055624209344387054,
-0.13338807225227356,
0.0026507319416850805,
0.338532030582428,
0.12281225621700287,
-0.3905760943889618,
0.5160667300224304,
-0.415000855922699,
0.31752973794937134,
0.7745426893234253,
0.32952645421028137,
0.38348352909088135,
0.29579445719718933,
0.1464765965938568,
0.8435062170028687,
0.41292545199394226,
0.3229920566082001,
0.3522176146507263,
0.6972348093986511,
-0.28888675570487976,
0.08146146684885025,
-0.1866801381111145,
0.5711862444877625,
-0.20322898030281067,
-0.04366997629404068,
0.1585833877325058,
-0.22426529228687286,
-0.20083560049533844,
0.16158218681812286,
-0.5333313345909119,
-0.006273733917623758,
-0.05214965343475342,
-1.0519226789474487,
0.03992896527051926,
-0.654296338558197,
-0.2820552885532379,
-0.0059653762727975845,
-0.5230624079704285,
-0.135623037815094,
-0.39106544852256775,
0.033256907016038895,
0.0009335397044196725,
-0.35053586959838867,
0.38591668009757996,
-0.08851049095392227,
0.19475939869880676,
-0.15116874873638153,
0.2032512128353119,
-0.13609792292118073,
0.10385187715291977,
-0.6088846325874329,
0.15816985070705414,
0.42485353350639343,
0.5746996998786926,
0.0027956166304647923,
-0.07485593110322952,
0.24952855706214905,
-0.3703197240829468,
0.13000516593456268,
0.4084579646587372,
0.1828806847333908,
-0.1632397323846817,
-0.5278094410896301,
-0.3235475420951843,
-0.4908256530761719,
0.3283683955669403,
0.14453499019145966,
-0.5010690093040466,
-0.14072728157043457,
-0.10596013814210892,
-0.08192679286003113,
-0.19287364184856415,
-0.3022475838661194,
-0.47678491473197937,
-0.4740452170372009,
-0.06100422888994217,
0.2332073599100113,
-0.1024676188826561,
0.11185617744922638,
-0.6832404732704163,
0.08765783160924911,
-0.16139236092567444,
0.2890820801258087,
0.42273104190826416,
-0.8905618190765381,
0.11921854317188263,
0.4188622236251831,
-0.14650367200374603,
-0.34883034229278564,
0.20486991107463837,
-0.12019869685173035,
0.030354686081409454,
-0.41667112708091736,
0.2450098991394043,
0.33372753858566284,
-0.651862621307373,
-0.4177165925502777,
0.5105165839195251,
-0.014096807688474655,
0.021929699927568436,
0.44338545203208923,
0.28256955742836,
-0.7553533911705017,
-0.2684280574321747,
0.5040298700332642,
0.04423343762755394,
0.2887062132358551,
0.039436567574739456,
0.0947607010602951,
-0.12872768938541412,
-0.38437214493751526,
-0.33642151951789856,
-0.7196863293647766,
-0.21777679026126862,
0.5860652923583984,
-0.14191211760044098,
1.4906548261642456,
-0.2687980830669403,
-0.48401975631713867,
1.3045021295547485,
0.5382276177406311,
-0.1982874572277069,
-0.17931610345840454,
-0.3277622163295746,
0.19481374323368073,
0.13159583508968353,
-0.6241483092308044,
0.30435651540756226,
0.04418546333909035,
0.33376508951187134,
-0.9266994595527649,
-0.10283423215150833,
0.5180569887161255,
-0.6659660339355469,
0.2249767780303955,
-0.3192025125026703,
-0.26011013984680176,
0.09284187108278275,
-0.6410456895828247,
-0.2588542699813843,
-0.6065416932106018,
-0.07267982512712479,
0.7810841202735901,
-0.2327137440443039,
0.3061509132385254,
0.7416379451751709,
-0.1785113364458084,
0.10220079123973846,
0.512119710445404,
-0.09982524067163467,
0.7969222664833069,
-0.2970692813396454,
0.11133385449647903,
0.01978476531803608,
0.21005646884441376,
-0.05223708599805832,
-0.264377236366272,
0.25840291380882263,
0.2534283399581909,
-0.05246109515428543,
-0.30968794226646423,
-0.34032291173934937,
-0.02657615952193737,
0.5545109510421753,
-0.3634819984436035,
0.7764649987220764,
-0.5025169253349304,
-0.135970801115036,
-0.5333141088485718,
0.6263786554336548,
-0.7144877910614014,
0.46406206488609314,
0.9107517600059509,
0.6019484996795654,
0.28354477882385254,
0.034193143248558044,
0.29219576716423035,
0.12954628467559814,
-0.07988772541284561,
-0.14376474916934967,
0.07564159482717514,
-0.04773710295557976,
-0.353272408246994,
0.05407223477959633,
0.05679662898182869,
-0.06491560488939285,
0.038093067705631256,
-0.2707613706588745,
-0.37753868103027344,
-0.5145536065101624,
0.12764416635036469,
0.16207259893417358,
0.691299557685852,
0.1894407421350479,
-1.0643967390060425,
0.7090515494346619,
-0.22522974014282227,
0.08015957474708557,
-0.1140667051076889,
0.07882901281118393,
-0.9441994428634644,
-0.15406951308250427,
-0.2933690547943115,
0.8370205163955688,
0.8629671335220337,
-0.6952489614486694,
-0.02727130986750126,
-0.4612846374511719,
-0.3268269896507263,
0.0872139036655426,
-0.2899540066719055,
-0.6274425387382507,
-0.25015971064567566,
0.3737618625164032,
0.7872519493103027,
-0.08180293440818787,
-0.007952853105962276,
0.3565089702606201,
0.9122405052185059,
0.47200870513916016,
0.7093814015388489,
0.21639148890972137,
0.16336779296398163,
0.15789805352687836,
-0.31369465589523315,
-0.2790636718273163,
-0.1713629961013794,
-0.24868647754192352,
-0.4577631950378418,
-0.020994825288653374,
-5.8384294509887695,
0.24731189012527466,
-0.43635427951812744,
-0.1848110556602478,
-0.3029696047306061,
0.10686935484409332,
1.1610314846038818,
-0.04523231461644173,
-0.1907951533794403,
-0.004157005809247494,
0.1134103536605835,
0.059890419244766235,
0.3444429039955139,
0.2744787931442261,
-0.2756492495536804,
0.5535848140716553,
0.8143500089645386,
-0.028425779193639755,
0.309722363948822,
0.37962085008621216,
0.16202831268310547,
0.4722770154476166,
-0.22426962852478027,
0.11462246626615524,
0.46099400520324707,
0.35412538051605225,
-0.6532294154167175,
-0.11979389190673828,
-0.1742025464773178,
0.2937292158603668,
-0.02494489960372448,
-0.12233177572488785,
-0.3171488344669342,
-0.5391619801521301,
0.38668420910835266,
0.35670724511146545,
0.421761155128479,
-0.2639632225036621,
0.07384571433067322,
-0.2565355896949768,
-0.19198225438594818,
0.0140944579616189,
-0.2100183367729187,
-0.16747041046619415,
0.1594969630241394,
0.06666463613510132,
-0.04712793231010437,
-0.22965684533119202,
-0.25817859172821045,
0.4786037802696228,
-0.014453141018748283,
0.0023166071623563766,
0.7698439359664917,
0.039949167519807816,
0.19551977515220642,
-0.04391178488731384,
-0.33481499552726746,
0.3885904848575592,
-0.6516664624214172,
0.21705317497253418,
-0.3096392750740051,
-0.005952379200607538,
-0.3598141670227051,
-0.5068809390068054,
-0.764089047908783,
0.23261171579360962,
-0.47565752267837524,
-0.3309425413608551,
0.7586556077003479,
-0.3471653163433075,
-0.23567433655261993,
0.7993556261062622,
0.5620288252830505,
-0.8039011359214783,
0.44137564301490784,
-0.34343865513801575,
0.021501556038856506,
0.2079845815896988,
-0.1275174617767334,
-0.04378967359662056,
-0.708753228187561,
-0.20691031217575073,
0.04114231467247009,
-0.31362831592559814,
-0.08896633237600327,
-0.05370734632015228,
0.1753888875246048,
0.3440997898578644,
-0.23393215239048004,
0.36144885420799255,
0.1645628660917282,
-0.0748809352517128,
0.07854282855987549,
0.27119800448417664,
0.47371283173561096,
1.0311291217803955,
0.3793337643146515,
0.5575194358825684,
-0.002084363019093871,
0.4710617959499359,
0.6600919961929321,
-0.4149761199951172,
-0.01838088594377041,
-0.5760026574134827,
0.10821928083896637,
-0.14020809531211853,
-0.2793067395687103,
0.19649270176887512,
0.5914303064346313,
-0.2908455431461334,
0.4494746923446655,
0.17586591839790344,
-0.6230396032333374,
-0.2808021903038025,
0.6175724267959595,
-0.2008069008588791,
-0.10314851999282837,
0.4002968668937683,
0.2417905628681183,
0.09419414401054382,
0.38609352707862854,
-0.008962767198681831,
-0.6579071879386902,
-0.4325147867202759,
-0.13552649319171906,
0.4042726457118988,
-0.2012387067079544,
-0.05378972738981247,
-0.22834615409374237,
0.1867811381816864,
-0.14700230956077576,
0.5217980742454529,
-0.22430922091007233,
0.3971979320049286,
-0.06415341794490814,
-0.5005654692649841,
0.09059405326843262,
0.4844112694263458,
-0.3963441252708435,
-0.9214627146720886,
0.41955849528312683,
-0.13111893832683563,
-0.5412053465843201,
-0.08601879328489304,
0.47458770871162415,
-0.01289908867329359,
-0.6827632188796997,
-0.11509683728218079,
-0.03742623329162598,
-0.15116265416145325,
-0.003516992088407278,
-0.43791475892066956,
-0.10001988708972931,
-0.07968071848154068,
-0.09285476058721542,
-0.11433037370443344,
-0.1359747052192688,
0.10929360240697861,
0.10031986236572266,
-0.30289793014526367,
0.06695187836885452,
-0.5926637053489685,
-1.2597206830978394,
-0.28325533866882324,
-0.06123202666640282,
0.06525218486785889,
-0.32437044382095337,
-0.5388246774673462,
0.2892104387283325,
0.7098743915557861,
-0.23102298378944397,
0.021216921508312225,
-0.3556714951992035,
-0.45249947905540466,
0.11741474270820618,
0.22780956327915192,
-0.24832241237163544,
-0.11637619882822037,
0.3549414575099945,
0.5033137798309326,
-0.0017980789998546243,
0.2674471139907837,
-0.18852661550045013,
0.4426432251930237,
0.33071035146713257,
-0.0055535342544317245,
0.38767287135124207,
0.4805368185043335,
-0.06952206045389175,
-0.2249273657798767,
0.40915361046791077,
-0.018037788569927216,
-0.01964653842151165,
-0.012715954333543777,
0.009623068384826183,
-0.14608138799667358,
0.3150929808616638,
0.2893810272216797,
-0.03576347231864929,
0.035419952124357224,
0.18082651495933533,
0.05148613452911377,
-0.6780890822410583,
-0.07218587398529053,
0.34477517008781433,
-0.3458603322505951,
-0.1798582226037979,
-0.7184921503067017,
-0.5120540857315063,
-0.12195716053247452,
-0.461799681186676,
-0.035546764731407166,
-0.2378237247467041,
0.359689325094223,
0.20229090750217438,
-0.11394079029560089,
-0.06319082528352737,
-0.49685195088386536,
-0.23040011525154114,
0.41535240411758423,
-0.20623089373111725,
0.08381207287311554,
-0.616073727607727,
0.028671350330114365,
-0.03250856697559357,
-0.10702542215585709,
0.16015741229057312,
-0.6431809067726135,
-0.01403345912694931,
-0.11603870242834091,
0.28848421573638916,
0.05503463372588158,
0.2983535826206207,
0.04364016279578209,
-0.18086132407188416,
-0.3427242636680603,
0.14925061166286469,
0.06786312907934189,
-0.1127157136797905,
0.042922358959913254,
0.18183526396751404,
0.41757747530937195,
-0.198076993227005,
-0.841083288192749,
-0.04623633995652199,
0.12136003375053406,
0.2789629399776459,
-0.8054658770561218,
-0.15432456135749817,
0.29196009039878845,
0.47218024730682373,
-0.04089581221342087,
-0.09048336744308472,
0.4041970372200012,
0.31511640548706055,
-0.41237372159957886,
0.16582706570625305,
-0.7716462016105652,
0.08090821653604507,
0.12223067879676819,
0.26094838976860046,
0.5149902105331421,
0.28983721137046814,
0.09079177677631378,
-0.1315031349658966,
0.21851855516433716,
0.0004544900148175657,
-0.6234574317932129,
0.6666380167007446,
-0.47939738631248474,
0.45641300082206726,
0.3530440330505371,
0.3245237469673157,
0.3958742320537567,
0.037362001836299896,
0.16364885866641998,
-0.598283588886261,
-0.11122891306877136,
0.03407652676105499,
0.2114381641149521,
0.038530368357896805,
-0.5531820058822632,
-0.2838258445262909,
-0.20728115737438202,
0.6400551199913025,
-0.4574415981769562,
0.1558421105146408,
-0.14567790925502777,
-0.6988481283187866,
-0.18434283137321472,
-0.4761648178100586,
0.13854888081550598,
-0.5155037641525269,
-0.5688254833221436,
-0.2813795208930969,
-0.010544391348958015,
-0.18431152403354645,
0.038089819252491,
-0.4689074158668518,
0.016940752044320107,
-0.4649023115634918,
0.2992558181285858,
0.3544778823852539,
-0.5833662152290344,
0.12497536092996597,
-0.159490704536438,
-0.1736512929201126,
-0.05433937907218933,
-0.04260969161987305,
-0.5151168704032898,
0.3669331669807434,
-0.1628919541835785,
0.14600984752178192,
0.5195389986038208,
-0.08141519874334335,
-0.45050451159477234,
-0.27541667222976685,
0.204367533326149,
0.31685885787010193,
0.534487247467041,
0.11594332754611969,
0.224722221493721,
0.5198209881782532,
-0.2718294560909271,
0.23058997094631195,
0.4603419303894043,
0.4193711280822754,
0.1843346506357193,
0.11956586688756943,
0.9745923280715942,
0.4614746570587158,
0.3838988244533539,
-0.17213496565818787,
0.32660573720932007,
0.045801859349012375,
-0.5717735886573792,
0.7037045359611511,
-0.17611050605773926,
-0.41736310720443726,
0.1905999779701233,
0.24286669492721558,
0.29294565320014954,
0.42827102541923523,
0.02504879981279373,
0.16866013407707214,
0.13393498957157135,
-0.11351190507411957,
0.024168524891138077,
0.15100210905075073,
-0.20848776400089264,
0.6334110498428345,
-0.40658313035964966,
-0.2595349848270416,
-0.013624371029436588,
-0.5001647472381592,
-0.33054274320602417,
0.4494410753250122,
-0.1745409071445465,
-0.5603697896003723,
0.5849834680557251,
0.009915929287672043,
0.4172378480434418,
-0.2966274917125702,
0.061038319021463394,
-0.07197044789791107,
-0.35196802020072937,
0.6791958212852478,
0.38215845823287964,
-0.3767179846763611,
0.04438278079032898,
0.06889668107032776,
-0.20140235126018524,
-0.06372464448213577,
0.3022998571395874,
0.5713886618614197,
-0.39141321182250977,
1.1598851680755615,
0.6935739517211914,
-0.07110844552516937,
0.7811330556869507,
0.2440413385629654,
0.37634900212287903,
-0.0108537832275033,
-0.14114415645599365,
-0.2168552130460739,
-0.4868260324001312,
-0.12202753126621246,
0.4862592816352844,
0.432899534702301,
-0.11123981326818466,
0.5957638025283813,
-0.22492901980876923,
-0.6964890360832214,
0.643081545829773,
0.14388348162174225,
-0.3987356126308441,
-0.13243690133094788,
0.24058309197425842,
0.42240655422210693,
-0.031224781647324562,
0.05622696131467819,
-0.11051058024168015,
-0.11154668033123016,
0.08303984999656677,
-0.6179215312004089,
0.2971615791320801,
-0.12961038947105408,
-0.20915620028972626,
-0.4516008794307709,
0.19458429515361786,
0.4111422896385193,
0.5302388072013855,
-0.45949482917785645,
0.2876211702823639,
0.023958804085850716,
0.11732009798288345,
0.6683566570281982,
-0.7094680070877075,
-0.3771473169326782,
-0.8916550874710083,
0.382281094789505,
0.17035703361034393,
0.8148699998855591,
-0.310742050409317,
0.09479163587093353,
-0.1822616159915924,
-0.05036059021949768,
-0.18109382688999176,
0.3617054224014282,
0.6275159120559692,
-0.5084152221679688,
0.05464526638388634,
-0.013071178458631039,
0.5376273989677429,
-0.8189796209335327,
0.2798483073711395,
0.28669029474258423,
-0.33655545115470886,
0.13740025460720062,
-0.2744898796081543,
0.06940282136201859,
-0.670049786567688,
-0.5881807804107666,
-0.13506674766540527,
0.014498344622552395,
0.8623327016830444,
-0.24898645281791687,
-0.2777814269065857,
0.11996204406023026,
-0.16155143082141876,
0.3448157012462616,
-0.3739098310470581,
0.05888932943344116,
-0.18403944373130798,
-0.22820046544075012,
-0.6891576051712036,
-0.2343619018793106,
-0.24010053277015686,
0.09203122556209564,
-0.08797260373830795
] |
Xia Sun 1,*, Jingting Xu 1, Changmeng Jiang 1, Jun Feng 1, Su-Shing Chen 2 and Feijuan He 3 1 School of Information Science and Technology, Northwest University, Xi’an 710069, China; jingtingxu03@gmail.com (J.X.); yadxjcm@163.com (C.J.); fengjun@nwu.edu.cn (J.F.) 2 Computer Information Science and Engineering, University of Florida, Gainesville, FL 32608, USA; suchen@cise.ufl.edu 3 Department of Computer Science, Xi’an Jiaotong University City College, Xi’an 710069, China; hfj@mail.xjtu.edu.cn * Correspondence: raindy@nwu.edu.cn; Tel.: +86-29-8830-8119 | [
-0.006741196848452091,
0.004714088514447212,
0.000651431386359036,
-0.006317557767033577,
-0.020741267129778862,
-0.0179048553109169,
0.0071799131110310555,
0.010820700787007809,
-0.010152367874979973,
0.007864182814955711,
0.0008913280908018351,
0.014608130790293217,
0.00012006424367427826,
0.005493163131177425,
-0.0017856332706287503,
0.0005935542285442352,
-0.007983638904988766,
0.020487003028392792,
0.015972230583429337,
-0.021118242293596268,
0.008962588384747505,
0.007585609797388315,
0.0056536514312028885,
0.016626326367259026,
0.003014750313013792,
0.010947105474770069,
-0.008684390224516392,
0.027657363563776016,
0.0005261758342385292,
0.01197886187583208,
-0.0051945894956588745,
0.005994964856654406,
-0.011627556756138802,
0.027876783162355423,
-0.008633999153971672,
0.0005801701918244362,
-0.00973417703062296,
0.012600159272551537,
0.0030362429097294807,
-0.0028676209039986134,
-0.023655524477362633,
-0.0019758008420467377,
0.006797164678573608,
-0.005992087069898844,
-0.010614199563860893,
0.005424403119832277,
-0.01140093244612217,
0.0018639019690454006,
0.024223223328590393,
0.00429493747651577,
-0.00013957335613667965,
-0.017416007816791534,
-0.0179152712225914,
0.016377074643969536,
-0.003588745603337884,
-0.03460594266653061,
0.012512515299022198,
0.014713906683027744,
0.015364935621619225,
-0.014743783511221409,
-0.0027120443992316723,
-0.015923548489809036,
0.018025292083621025,
0.007541868835687637,
0.010605729185044765,
-0.06750408560037613,
0.03540874272584915,
0.02084658294916153,
-0.006005845498293638,
0.007667998783290386,
0.024444695562124252,
0.01132320985198021,
-0.01651132106781006,
-0.015174057334661484,
0.013101055286824703,
-0.006859560031443834,
-0.006759311072528362,
0.012335912324488163,
0.019844258204102516,
-0.011593468487262726,
0.017514623701572418,
0.005901522468775511,
-0.0028082889039069414,
0.021118372678756714,
0.02920399233698845,
-0.02046450413763523,
-0.008944901637732983,
-0.012871887534856796,
0.012742646038532257,
0.0029011350125074387,
0.01912054978311062,
-0.008479582145810127,
-0.00991831161081791,
-0.0008646203204989433,
-0.0016703037545084953,
-0.014584075659513474,
-0.018229054287075996,
-0.014679696410894394,
0.022568007931113243,
-0.014644374139606953,
0.0021545211784541607,
0.0001540929079055786,
0.012193532660603523,
0.014717530459165573,
-0.006997525691986084,
0.007104307878762484,
-0.0005182836903259158,
0.037050969898700714,
-0.015987366437911987,
0.003702548798173666,
-0.009309635497629642,
0.0003188145346939564,
-0.007536889985203743,
0.022155549377202988,
-0.003984454553574324,
0.01078840158879757,
-0.005444350186735392,
-0.0009422106668353081,
0.015849895775318146,
0.002539725974202156,
0.008734684437513351,
-0.02178381383419037,
-0.01136784814298153,
0.006630739197134972,
0.006781378760933876,
-0.014966150745749474,
-0.009843781590461731,
-0.0041218711994588375,
-0.011690592393279076,
-0.00044158753007650375,
-0.0019014207646250725,
-0.0011698843445628881,
0.012363926507532597,
0.009064309298992157,
0.004847331903874874,
-0.018074844032526016,
0.005893902387470007,
-0.005496097728610039,
-0.02579304948449135,
0.002624313812702894,
-0.014422707259654999,
-0.0020313840359449387,
0.0035567444283515215,
0.0019604458939284086,
0.008227383717894554,
-0.009760838933289051,
-0.034986160695552826,
0.008644407615065575,
-0.01843864843249321,
-0.0129027608782053,
-0.006952238269150257,
-0.007144082337617874,
0.014045704156160355,
-0.002069980837404728,
-0.01080767996609211,
0.0015540877357125282,
-0.03771084174513817,
-0.0125656146556139,
-0.003326733596622944,
0.0010966358240693808,
-0.02111930027604103,
0.011781740933656693,
0.018484126776456833,
0.007373790256679058,
0.0062621114775538445,
0.0008759887423366308,
-0.020379329100251198,
0.009179819375276566,
0.0009106264915317297,
0.003292853245511651,
-0.0010951922740787268,
0.0023902624379843473,
-0.021919647231698036,
-0.005816725082695484,
-0.003809077898040414,
-0.002064578700810671,
0.008559750393033028,
0.0003928537480533123,
-0.018032856285572052,
0.06683754920959473,
-0.015846269205212593,
-0.01187974028289318,
-0.00428018718957901,
0.03562397137284279,
0.011175579391419888,
-0.007002285216003656,
0.0014246637001633644,
0.0013212893391028047,
0.03205624222755432,
0.014134479686617851,
-0.019784489646553993,
-0.02071649208664894,
-0.018112361431121826,
0.013383760116994381,
0.010971021838486195,
0.0018088652286678553,
0.02261561155319214,
0.003731246804818511,
0.0093965083360672,
0.02150697074830532,
-0.002115504816174507,
0.0017404353711754084,
-0.006485811434686184,
-0.011378465220332146,
-0.0137763861566782,
0.015962164849042892,
-0.01869506947696209,
0.025558389723300934,
-0.009963057935237885,
-0.00177880865521729,
-0.005654693115502596,
-0.01564999297261238,
0.005953989923000336,
-0.020154070109128952,
0.027518782764673233,
0.021800369024276733,
-0.011437163688242435,
0.030501076951622963,
0.006695657968521118,
-0.006995321251451969,
-0.012920896522700787,
0.04741114750504494,
-0.008391990326344967,
-0.004511210136115551,
0.008677346631884575,
-0.0056462776847183704,
0.004711370915174484,
0.006806111894547939,
0.018470972776412964,
0.004728417843580246,
-0.0025563400704413652,
-0.005946077406406403,
-0.006585641764104366,
-0.021197188645601273,
-0.03113352693617344,
-0.01198498159646988,
0.004784615710377693,
-0.02104295790195465,
-0.004742145538330078,
-0.004139614291489124,
-0.009343542158603668,
-0.00649234838783741,
0.027427323162555695,
0.011800343170762062,
0.03411727771162987,
-0.006461612414568663,
0.016723040491342545,
-0.006375672295689583,
0.015336551703512669,
0.007492099888622761,
0.006241854280233383,
-0.00710249412804842,
0.00756798917427659,
-0.007242322899401188,
-0.005860801786184311,
0.028061114251613617,
0.004155457019805908,
0.003215942531824112,
0.022123657166957855,
-0.0016529960557818413,
0.0023752464912831783,
0.005573255941271782,
-0.032735999673604965,
0.012191345915198326,
-0.016517823562026024,
0.014827076345682144,
0.005068493075668812,
-0.012310897931456566,
-0.018738728016614914,
0.002281991532072425,
0.0070128608494997025,
-0.003939015790820122,
0.010241973213851452,
-0.08202385157346725,
-0.0004065625835210085,
-0.0033637206070125103,
0.012703914195299149,
0.0013716552639380097,
0.01689823530614376,
-0.01423109695315361,
0.013276316225528717,
-0.003308780724182725,
-0.0015677609480917454,
-0.007143983617424965,
-0.0020683291368186474,
-0.02725132182240486,
-0.006246981676667929,
-0.028317296877503395,
-0.0015583665808662772,
0.01132415235042572,
0.010514216497540474,
-0.018535416573286057,
0.004443945363163948,
-0.023709705099463463,
-0.017869073897600174,
0.004905058071017265,
0.011958564631640911,
-0.026845574378967285,
0.026607133448123932,
0.0205339677631855,
-0.005861537531018257,
-0.003146163187921047,
0.0016288150800392032,
-0.014433255419135094,
-0.012033077888190746,
-0.009739089757204056,
-0.020760059356689453,
0.03599366173148155,
-0.005568449851125479,
-0.014267184771597385,
-0.0029166736640036106,
-0.013256430625915527,
0.002679905854165554,
0.00013735471293330193,
0.01686006411910057,
0.0004730920772999525,
-0.01324968971312046,
-0.005347429774701595,
-0.0060967751778662205,
0.0034078462049365044,
0.004465572070330381,
0.01708841696381569,
-0.007608857471495867,
0.018427541479468346,
-0.0021302057430148125,
0.02474242076277733,
0.01106565073132515,
0.001537530799396336,
0.004201763309538364,
-0.01317997183650732,
0.02128646895289421,
0.003373259212821722,
-0.004285046830773354,
0.008893151767551899,
-0.00684022344648838,
0.03620755672454834,
-0.005028759129345417,
-0.000290250638499856,
0.012814019806683064,
0.004734362009912729,
0.015190035104751587,
-0.01589050516486168,
0.00824082363396883,
-0.007929323241114616,
0.0011533014476299286,
-0.026603341102600098,
0.007765513379126787,
-0.004960153251886368,
-0.012197932228446007,
-0.015914130955934525,
0.005530219525098801,
-0.0014067934826016426,
-0.0066596344113349915,
-0.013828550465404987,
-0.0008933888748288155,
-0.009979977272450924,
-0.006496309768408537,
0.014869537204504013,
-0.016072828322649002,
0.013197047635912895,
-0.04213850945234299,
-0.00497380830347538,
-0.0020971468184143305,
0.010957827791571617,
0.015272560529410839,
-0.0014393599703907967,
0.0011958102695643902,
-0.013914374634623528,
0.006157686468213797,
-0.004520125221461058,
0.0004949623253196478,
-0.0003522508777678013,
0.003974243067204952,
-0.005443674512207508,
-0.02380571886897087,
-0.010136958211660385,
-0.0021909098140895367,
-0.03257362172007561,
0.013346238993108273,
-0.014189869165420532,
-0.0019140478689223528,
0.0013108982238918543,
-0.005580213386565447,
0.005536539480090141,
0.042432576417922974,
-0.014540004543960094,
0.022479988634586334,
0.001816898351535201,
-0.0025896066799759865,
-0.02552339807152748,
-0.0094378013163805,
0.0728943794965744,
-0.004173933062702417,
0.009343568235635757,
-0.00433286651968956,
-0.010129344649612904,
0.001287367194890976,
-0.0018048901110887527,
-0.004696772433817387,
0.02051558531820774,
-0.019669940695166588,
0.008921993896365166,
-0.020074084401130676,
-0.005497729871422052,
0.019637681543827057,
-0.011067444458603859,
0.015635255724191666,
-0.024287955835461617,
-0.008251689374446869,
-0.02098781242966652,
0.0182017982006073,
0.009289943613111973,
0.008907893672585487,
0.020421102643013,
-0.00338484114035964,
0.02251794934272766,
-0.014457449316978455,
0.005264734849333763,
-0.011207740753889084,
0.00832970067858696,
0.004517239984124899,
-0.012918067164719105,
0.003972724545747042,
-0.012712557800114155,
-0.03967101126909256,
0.005846383050084114,
-0.0023604172747582197,
-0.00423810351639986,
-0.023046337068080902,
-0.012995516881346703,
-0.026111427694559097,
-0.0006256429478526115,
-0.01293649896979332,
-0.021121468394994736,
0.013431417755782604,
-0.02726692706346512,
0.025315480306744576,
-0.02641528844833374,
-0.004932105541229248,
-0.01409459300339222,
0.023375527933239937,
0.0009034541435539722,
0.012607447803020477,
0.0026072904001921415,
-0.006725575774908066,
0.0061307381838560104,
-0.02835823781788349,
-0.01916739158332348,
0.008511928841471672,
-0.009366640821099281,
-0.006949703209102154,
0.003635547123849392,
0.011404663324356079,
-0.0027233539149165154,
0.0029478496871888638,
0.0009421426802873611,
-0.010966019704937935,
-0.010424620471894741,
-0.014103064313530922,
-0.004960167687386274,
0.0007135123014450073,
-0.02202615514397621,
-0.010909516364336014,
-0.02043149247765541,
0.008035147562623024,
0.002418235410004854,
-0.01828606054186821,
0.006925550755113363,
0.02235916256904602,
-0.020361296832561493,
0.001810567919164896,
0.03115915134549141,
-0.010182568803429604,
-0.038411788642406464,
0.04418770968914032,
-0.017749305814504623,
-0.01765383593738079,
-0.0023964515421539545,
-0.07495397329330444,
-0.004596295300871134,
0.02555219829082489,
-0.004572413396090269,
0.01620442606508732,
-0.004186868667602539,
-0.018443521112203598,
0.006352548021823168,
0.013217257335782051,
-0.012419087812304497,
0.02854665368795395,
0.011367164552211761,
-0.02048313617706299,
-0.01423216238617897,
0.004962974227964878,
-0.001592881977558136,
-0.0041779219172894955,
0.01048719696700573,
0.009656205773353577,
0.00462685152888298,
-0.0194658562541008,
-0.02072242647409439,
0.004971249494701624,
-0.000664739403873682,
-0.005445695482194424,
-0.08160249143838882,
-0.005952130071818829,
0.01007569208741188,
-0.014066467061638832,
-0.006711600814014673,
-0.0355822816491127,
0.00019948836416006088,
-0.010787250474095345,
0.029014673084020615,
-0.00849528145045042,
-0.008653025142848492,
0.03637176752090454,
0.00610848143696785,
0.0039056604728102684,
-0.01851104013621807,
-0.002489421283826232,
0.0011815797770395875,
-0.006242725066840649,
-0.004979024641215801,
-0.01931196264922619,
0.009947303682565689,
-0.020837729796767235,
-0.0049211857840418816,
0.007371788378804922,
-0.007051819935441017,
0.006558104418218136,
-0.03032773919403553,
0.01215276401489973,
0.025823859497904778,
0.003845585510134697,
0.007781424093991518,
0.007737278006970882,
-0.0025899200700223446,
-0.019589673727750778,
0.008063564077019691,
-0.007065366953611374,
0.007727913558483124,
-0.006362760905176401,
0.013544557616114616,
-0.007103709504008293,
-0.002146805403754115,
-0.0007139681838452816,
0.02301877923309803,
0.02083389088511467,
0.004437105730175972,
-0.013994456268846989,
0.007779460866004229,
-0.0037546283565461636,
0.013052372261881828,
-0.013807516545057297,
0.0006401065620593727,
0.02115938439965248,
-0.01127205602824688,
0.01104812789708376,
-0.010215148329734802,
0.017648624256253242,
0.005111865699291229,
-0.002379153622314334,
-0.042516641318798065,
-0.0011281073093414307,
-0.010589074343442917,
0.025798823684453964,
-0.004741604905575514,
0.07212575525045395,
-0.001927482895553112,
-0.006147759035229683,
-0.005391683429479599,
-0.002068093977868557,
-0.0002659634337760508,
-0.013681897893548012,
0.006957058794796467,
0.005716557148844004,
0.007452143356204033,
-0.021161388605833054,
-0.020869538187980652,
-0.015244623646140099,
0.005862787365913391,
0.005600031930953264,
0.01269572600722313,
0.032026924192905426,
0.008848089724779129,
-0.02617775648832321,
-0.002846718765795231,
0.004621689207851887,
0.005748501047492027,
-0.011897759512066841,
-0.0041280509904026985,
0.006761856377124786,
-0.007908226922154427,
0.007527469657361507,
0.0009450549259781837,
0.00495485495775938,
0.027753757312893867,
-0.014267133548855782,
0.020308317616581917,
0.0053565772250294685,
-0.0012411070056259632,
0.028057971969246864,
-0.03849363327026367,
-0.015314869582653046,
0.023592187091708183,
-0.0029019895009696484,
0.0006204824894666672,
0.00923503004014492,
0.0020147168543189764,
0.0025201071985065937,
0.004790408071130514,
0.00037732161581516266,
0.014709677547216415,
0.01797681674361229,
0.010765435174107552,
0.00951825175434351,
0.004611076321452856,
0.0014692572876811028,
0.014530878514051437,
-0.012998080812394619,
-0.009239962324500084,
0.0004268444608896971,
0.02312971092760563,
-0.0066446480341255665,
0.003448118455708027,
-0.017269063740968704,
-0.0047494154423475266,
0.006032862234860659,
-0.005937314126640558,
0.007548418827354908,
0.0014342821668833494,
0.010942026041448116,
-0.015121310949325562,
-0.01595841720700264,
0.0004885641392320395,
0.0017496359068900347,
0.00466875871643424,
0.0020236829295754433,
0.00446078646928072,
0.0010029547847807407,
0.0064568547531962395,
0.010256573557853699,
0.000014652032405138016,
-0.019389688968658447,
-0.0069455597549676895,
0.024382567033171654,
-0.004427495412528515,
-0.016557492315769196,
-0.005235891789197922,
-0.02646041102707386,
0.008101406507194042,
0.017452409490942955,
-0.002950291847810149,
0.0023013618774712086,
-0.0110516007989645,
0.0019107889384031296,
0.005125917959958315,
0.007083232048898935,
0.01283862441778183,
0.015252453275024891,
-0.01244248729199171,
0.006008874624967575,
0.03296229615807533,
-0.018358923494815826,
0.011785879731178284,
0.00791403278708458,
0.006325400900095701,
0.03204847499728203,
0.0011204448528587818,
0.0024032825604081154,
0.00306988088414073,
-0.03245146945118904,
-0.008168138563632965,
0.00278298556804657,
-0.00812643300741911,
-0.008038889616727829,
0.018617818132042885,
0.01765577495098114,
-0.022750241681933403,
0.007427687291055918,
0.03300707787275314,
0.0019256980158388615,
0.03665425628423691,
-0.014745530672371387,
-0.022563524544239044,
-0.03022816777229309,
-0.018444489687681198,
-0.006208390463143587,
-0.0025762191507965326,
-0.012005040422081947,
0.016183946281671524,
-0.020609181374311447,
-0.019763559103012085,
0.0007859248435124755,
-0.0029991082847118378,
0.024194540455937386,
-0.032053038477897644,
0.012771239504218102,
0.010591041296720505,
0.0032694265246391296,
-0.01139337569475174,
-0.0013850433751940727,
-0.008710550144314766,
0.01840822398662567,
0.0012337362859398127,
-0.0002957519609481096,
0.009117783978581429,
-0.003580396994948387,
-0.02093559503555298,
0.011075479909777641,
-0.01722129061818123,
0.004935038276016712,
0.011359971016645432,
-0.001145942835137248,
0.023908346891403198,
-0.0009272940224036574,
-0.0002482025884091854,
0.0031537236645817757,
0.011392049491405487,
0.008879841305315495,
-0.004165553487837315,
0.023048240691423416,
-0.0016819044249132276,
-0.012957243248820305,
-0.021369382739067078,
0.0150156170129776,
0.021853063255548477,
-0.007243628613650799,
-0.017392493784427643,
0.022649677470326424,
-0.007856328971683979,
0.0008729950059205294,
0.006267274729907513,
-0.022139912471175194,
0.008695663884282112,
-0.004688196815550327,
-0.018316376954317093,
0.002039812970906496,
-0.013798076659440994,
-0.005869010463356972,
0.010474469512701035,
0.003109722165390849,
-0.001967836869880557,
-0.010106883011758327,
0.0044919513165950775,
-0.02177724987268448,
-0.000187781173735857,
0.02135973796248436,
0.003789732698351145,
-0.005613675341010094,
-0.003967090975493193,
-0.00924665667116642,
-0.00781500618904829,
-0.0004876151215285063,
0.011669296771287918,
-0.006497600581496954,
-0.028360649943351746,
-0.025267813354730606,
0.04336651414632797,
-0.005686876364052296,
0.0010655964724719524,
0.008403036743402481,
-0.0009154342114925385,
-0.00019111321307718754,
0.021812573075294495,
-0.007901609875261784,
-0.016733089461922646,
0.01968446746468544,
-0.00886059645563364
] | [
0.033902037888765335,
0.29373520612716675,
0.41591182351112366,
0.021289344877004623,
0.24094943702220917,
0.2470053881406784,
-0.26237866282463074,
0.4392443895339966,
-0.192941814661026,
-0.7077224254608154,
-0.3667199909687042,
0.31900277733802795,
0.20417197048664093,
0.06841794401407242,
0.0008508950122632086,
0.36132779717445374,
0.41749903559684753,
0.48733171820640564,
-0.55412358045578,
-0.11220908164978027,
-0.18271778523921967,
-0.2529921531677246,
0.7276948690414429,
-0.07753827422857285,
-0.24317990243434906,
0.4381535053253174,
-0.08733347058296204,
0.045416027307510376,
0.276802122592926,
0.2838577628135681,
-0.09824860841035843,
0.3195836842060089,
0.3323743939399719,
-0.13731637597084045,
0.15891768038272858,
-0.10937482863664627,
-0.06678387522697449,
0.2115190625190735,
0.4786393344402313,
0.20671631395816803,
-0.011065710335969925,
-0.37071892619132996,
-0.07094113528728485,
0.4137479066848755,
-0.01445875596255064,
-0.9599692225456238,
-1.71612548828125,
0.4878068268299103,
-0.4985457956790924,
0.3381589353084564,
-0.05422474816441536,
0.2590869963169098,
0.10191188752651215,
0.06966014206409454,
-0.2582213878631592,
0.3956378996372223,
-0.5667824745178223,
-0.9059338569641113,
0.3634432852268219,
-0.048731785267591476,
0.5836636424064636,
0.5181457996368408,
0.18834422528743744,
0.6643043756484985,
0.08154411613941193,
0.24748113751411438,
0.24542799592018127,
-0.05788891389966011,
-0.32563361525535583,
-0.36879295110702515,
0.39383643865585327,
0.7982816100120544,
-0.3897198438644409,
0.10391410440206528,
-0.39914196729660034,
-0.11568554490804672,
-0.33567655086517334,
-0.45442551374435425,
0.4459170699119568,
0.055242639034986496,
0.18345877528190613,
-0.31365227699279785,
0.5665407180786133,
-0.24819038808345795,
0.5021732449531555,
0.19196996092796326,
-0.47455549240112305,
0.04374487325549126,
-0.5884935855865479,
0.39128655195236206,
-0.09930992126464844,
-0.19642579555511475,
0.3460903763771057,
0.47006452083587646,
-0.09724336117506027,
0.06454602628946304,
0.1752185970544815,
0.1857883632183075,
0.5914602279663086,
-0.27333250641822815,
-0.13180650770664215,
0.48734718561172485,
0.010281817056238651,
-0.02882520481944084,
-0.8163788914680481,
-0.08884225785732269,
-0.5537353754043579,
-0.8508519530296326,
-0.33462244272232056,
-0.030183201655745506,
-0.8110337853431702,
0.09331956505775452,
0.04563172534108162,
-0.19379498064517975,
0.05958995223045349,
0.4005683660507202,
0.6582543253898621,
-0.46370407938957214,
0.3592604696750641,
0.3337908387184143,
-0.07414542883634567,
0.8210160136222839,
0.005688800010830164,
-0.14953772723674774,
0.5627307295799255,
0.3061656653881073,
0.05319622904062271,
-0.16984456777572632,
-0.3769691586494446,
-0.03420050069689751,
0.51407390832901,
0.39298731088638306,
-0.3036104142665863,
0.15951749682426453,
0.18461966514587402,
-0.4144432842731476,
0.040121983736753464,
0.06377661228179932,
0.5607341527938843,
0.3948427736759186,
-0.8611918687820435,
-0.6900663375854492,
-0.7510446906089783,
-0.3708808124065399,
-0.26231151819229126,
0.0024855141527950764,
-0.3842710852622986,
-0.17785656452178955,
-0.6425637602806091,
-0.0785924419760704,
-0.12902431190013885,
0.26564520597457886,
-0.6647980213165283,
0.25234565138816833,
-0.4224072992801666,
0.6263659596443176,
-0.0680232048034668,
0.18887047469615936,
0.3518940210342407,
0.0842670127749443,
0.09003211557865143,
-0.22437825798988342,
-0.5742117166519165,
0.13505414128303528,
0.03318766877055168,
0.1926603615283966,
0.07350122183561325,
0.043210718780756,
-0.6702529788017273,
-0.10496232658624649,
-0.4660896956920624,
-0.2584652602672577,
0.18778638541698456,
-0.28056615591049194,
-0.180514395236969,
0.37832674384117126,
0.17968475818634033,
0.04429243132472038,
-0.20951677858829498,
0.3714536428451538,
-0.8439137935638428,
-0.3497830331325531,
0.14360752701759338,
0.03942512348294258,
0.42693671584129333,
0.30596357583999634,
0.3862662613391876,
0.211078941822052,
0.14146272838115692,
0.6762167811393738,
-0.2830667793750763,
-0.4786585569381714,
0.021199556067585945,
-0.014809965156018734,
0.7709865570068359,
0.08141680061817169,
-0.34399619698524475,
0.9565657377243042,
-0.3415425419807434,
0.2213440239429474,
-0.19568799436092377,
-0.03364058583974838,
0.13694751262664795,
-0.2936120629310608,
-0.4809604287147522,
-0.3801998794078827,
0.043039675801992416,
-0.10985279083251953,
-0.46267929673194885,
0.08863791078329086,
-0.1082587018609047,
-0.5050139427185059,
-0.4172731041908264,
0.032831478863954544,
0.15485480427742004,
-0.07417576014995575,
-0.369831383228302,
-0.22444939613342285,
0.26121994853019714,
-0.005597452167421579,
1.5309056043624878,
-0.11847127228975296,
0.4655818045139313,
0.892968475818634,
-0.18038426339626312,
0.8711108565330505,
0.08906202763319016,
0.5843445062637329,
0.004043156746774912,
-0.30520015954971313,
0.10590635240077972,
-0.5719417929649353,
0.19171227514743805,
-0.5578552484512329,
0.3061937689781189,
0.5566786527633667,
0.13429264724254608,
0.021336698904633522,
0.6975303888320923,
-0.12744055688381195,
-0.016153011471033096,
0.23682501912117004,
-0.3791503310203552,
0.34082528948783875,
0.27042001485824585,
-0.5957552194595337,
-0.3368150293827057,
0.13071098923683167,
-0.3255159556865692,
-0.06294091790914536,
-0.17764055728912354,
0.08443882316350937,
0.11309204250574112,
-0.20346985757350922,
-0.0843084529042244,
0.11537328362464905,
0.1856728047132492,
-0.2990720570087433,
-0.17952267825603485,
-0.019737867638468742,
-0.2506580948829651,
-0.07953249663114548,
0.03488503023982048,
0.3124406933784485,
0.011632059700787067,
-0.7376812696456909,
0.18359816074371338,
-1.0095268487930298,
0.8442572355270386,
-0.5439862012863159,
0.17948415875434875,
0.11647509038448334,
0.10108625143766403,
0.19499875605106354,
-0.6360750198364258,
-0.37012940645217896,
0.14761605858802795,
-0.0892864540219307,
-0.755627453327179,
-0.8081345558166504,
0.5705864429473877,
0.15336768329143524,
0.24047145247459412,
-0.7983376979827881,
-0.17642681300640106,
-0.14606404304504395,
-0.12195388227701187,
-0.45199906826019287,
-0.44628360867500305,
0.08585065603256226,
-0.17783193290233612,
0.6404871940612793,
0.37780308723449707,
-0.09250844269990921,
0.0865444764494896,
0.46779441833496094,
0.22442646324634552,
-0.025587130337953568,
0.7184903025627136,
-0.10164989531040192,
-0.08593861758708954,
0.2939938008785248,
-0.3885094225406647,
-0.05236157402396202,
0.3667408227920532,
-0.2503342628479004,
-0.18103908002376556,
0.48416146636009216,
-5.770668983459473,
0.06167929247021675,
-0.7851199507713318,
0.20277604460716248,
-0.002131018089130521,
-0.3427765965461731,
0.7149766683578491,
-0.44350573420524597,
-0.15342064201831818,
-0.5488563776016235,
0.2612847685813904,
0.2739070951938629,
0.4284304082393646,
0.26637977361679077,
0.1105455756187439,
0.8873786926269531,
0.42937952280044556,
-0.20531542599201202,
0.5396258234977722,
0.2289981096982956,
-0.5998404622077942,
-0.08641951531171799,
-0.29241564869880676,
0.48423120379447937,
0.6674807667732239,
-0.005009761545807123,
-0.6352241635322571,
-0.1561322808265686,
-0.43734389543533325,
-0.5153928995132446,
-0.00653581228107214,
-0.34776368737220764,
-0.5026751160621643,
0.6360579133033752,
-0.25736039876937866,
-0.2745975852012634,
0.6780129075050354,
-0.1014450192451477,
-0.1538683921098709,
0.14333176612854004,
0.7335448861122131,
0.4748196601867676,
-0.1420051008462906,
-0.4431450366973877,
0.09170617908239365,
-1.0515564680099487,
-0.22263340651988983,
0.042619489133358,
-0.32411959767341614,
0.028539935126900673,
-0.2976374924182892,
0.039401426911354065,
0.46082833409309387,
-0.08660458773374557,
-0.263761967420578,
-0.3658939599990845,
0.0784401223063469,
0.44982948899269104,
-0.6367803812026978,
-0.24424074590206146,
0.5431169271469116,
-0.4675275683403015,
0.36478888988494873,
-0.6901935338973999,
-0.43657591938972473,
-0.06042913347482681,
-0.24626889824867249,
-0.44447022676467896,
-0.023643771186470985,
0.0592910498380661,
-0.1483469307422638,
0.2794131338596344,
-0.24505971372127533,
-0.8502783179283142,
0.14374063909053802,
-0.546484649181366,
-0.21760888397693634,
-0.20234189927577972,
-0.749712347984314,
0.14928610622882843,
0.09747742861509323,
-0.06642939150333405,
-0.07046980410814285,
0.9830858111381531,
-0.23682163655757904,
-0.6483203768730164,
0.3079964816570282,
0.0111917769536376,
-0.1339850276708603,
0.7567858695983887,
0.39924710988998413,
-0.2838182747364044,
0.6864277720451355,
-0.05550631880760193,
0.6461274027824402,
0.08724815398454666,
0.45370689034461975,
0.38836124539375305,
0.2945672571659088,
-0.718292772769928,
1.402955174446106,
-0.1054871529340744,
-0.14732690155506134,
-0.7262353301048279,
-0.40467363595962524,
0.2157360464334488,
0.44035768508911133,
0.14656895399093628,
0.9229826927185059,
-0.4549543857574463,
0.030462507158517838,
0.04443145543336868,
-0.015963716432452202,
0.19012713432312012,
0.5164071917533875,
-0.62572181224823,
-0.3772503435611725,
0.36198949813842773,
0.05339568480849266,
-0.18031376600265503,
-0.3473450839519501,
0.48816293478012085,
0.2990098297595978,
-0.1373879760503769,
0.34182223677635193,
-0.46463215351104736,
-0.3557509183883667,
0.5612696409225464,
-0.6981329321861267,
0.1694847047328949,
0.47146937251091003,
-0.038153812289237976,
0.462860643863678,
-0.055917125195264816,
0.08110702037811279,
-0.2210981398820877,
-0.7531102299690247,
-0.4673527479171753,
0.12283311039209366,
0.2772187292575836,
0.2678932249546051,
0.16739913821220398,
0.08339747786521912,
0.5022884607315063,
0.6816269755363464,
0.01728641800582409,
-0.7415267825126648,
0.06931968033313751,
-0.3572900891304016,
0.23798474669456482,
-0.1300225853919983,
-0.8696388006210327,
0.40939000248908997,
0.18998539447784424,
-0.4261169135570526,
0.38774868845939636,
-0.18191646039485931,
0.0396154560148716,
-0.08844035118818283,
0.09237918257713318,
0.7351517081260681,
-0.2656342685222626,
-0.8457331657409668,
0.31126758456230164,
0.23694652318954468,
-0.18668188154697418,
0.0186143908649683,
0.23267892003059387,
-0.5413035154342651,
0.18085137009620667,
0.5193021297454834,
-0.1487571895122528,
-0.5594464540481567,
-0.43782123923301697,
-0.10705530643463135,
0.14129221439361572,
0.31526079773902893,
-0.2574772238731384,
0.3672797381877899,
-0.23549719154834747,
0.04716271534562111,
0.027505068108439445,
0.46431341767311096,
0.6723803281784058,
0.865977942943573,
0.04963644593954086,
-0.0359550379216671,
-0.29649296402931213,
-0.16584575176239014,
0.6288160681724548,
0.2224552035331726,
-0.4912669062614441,
0.07033273577690125,
0.20631904900074005,
-0.06938184052705765,
-0.5408748984336853,
0.8343250155448914,
0.3969421684741974,
-0.38873225450515747,
0.03583250567317009,
0.0006562669877894223,
0.8018811345100403,
-0.15911199152469635,
0.7447537183761597,
-0.08513512462377548,
-0.28483596444129944,
0.1278447061777115,
-0.2674083709716797,
0.5011414289474487,
-0.32120686769485474,
-0.3739359974861145,
-0.6273006796836853,
0.06530923396348953,
0.10681123286485672,
0.003958820831030607,
0.47927597165107727,
0.01954919658601284,
-0.18969449400901794,
-0.5727971196174622,
-0.355270117521286,
-0.08806272596120834,
0.06336277723312378,
-0.4541108012199402,
-0.32693198323249817,
-0.2051488161087036,
0.49930137395858765,
0.23909473419189453,
-0.3506055772304535,
0.004416926298290491,
-0.24071002006530762,
-0.28334861993789673,
0.6648660898208618,
0.7269831895828247,
0.42560067772865295,
-0.12388050556182861,
-0.45544373989105225,
-0.3509506583213806,
0.04761076346039772,
0.12097564339637756,
0.168413907289505,
-0.6081456542015076,
0.1626705825328827,
-0.40110793709754944,
-0.9216724634170532,
-0.6922172904014587,
0.21235908567905426,
0.18195442855358124,
0.05917568504810333,
-0.659812867641449,
-0.4255644679069519,
0.569514274597168,
-0.7739936709403992,
-0.12994705140590668,
-0.4976322650909424,
0.43272727727890015,
0.24479687213897705,
-0.03512663021683693,
0.009018699638545513,
0.01950629986822605,
-0.3328436017036438,
-0.905573308467865,
0.166525736451149,
-0.8148307800292969,
-0.457061231136322,
-0.47108981013298035,
0.22679100930690765,
-0.3792552351951599,
-0.3730221092700958,
-0.1939612776041031,
-0.3450811207294464,
-0.4346995949745178,
-0.2830356955528259,
0.6803062558174133,
0.2282170057296753,
-0.321839839220047,
-0.052175331860780716,
-0.36594918370246887,
0.3201349377632141,
-0.09594704955816269,
0.12053520232439041,
-0.8360137343406677,
-0.3418552875518799,
-0.17674526572227478,
0.17576873302459717,
0.4521700143814087,
-0.19207768142223358,
0.20145568251609802,
0.41350457072257996,
-0.14457334578037262,
0.19661934673786163,
-0.15531618893146515,
0.09386731684207916,
-0.4687061309814453,
-0.009105173870921135,
-0.39744624495506287,
0.6336551308631897,
1.073466420173645,
0.4331468343734741,
-0.23145537078380585,
0.04861515387892723,
-0.9050009846687317,
0.2341819852590561,
0.7957186698913574,
0.1319706290960312,
0.28609058260917664,
-0.39645442366600037,
0.30640560388565063,
0.11441096663475037,
-0.3535442352294922,
0.21862481534481049,
0.42922157049179077,
0.14054711163043976,
0.6906867623329163,
0.5922436714172363,
-0.2904939353466034,
0.09651876240968704,
0.057504113763570786,
-0.16632656753063202,
0.04883120208978653,
-0.18877474963665009,
0.04310786724090576,
0.4476456046104431,
0.4403156042098999,
0.019633859395980835,
0.3032006621360779,
0.4465603530406952,
-0.4716876149177551,
-0.18838739395141602,
0.031170105561614037,
0.40287715196609497,
0.12019467353820801,
0.5394183397293091,
-0.27151980996131897,
-0.011239653453230858,
0.5446280837059021,
0.03246936947107315,
-0.042452000081539154,
-0.985416829586029,
-0.3199216425418854,
0.21030978858470917,
0.6451458930969238,
1.0603169202804565,
0.11882394552230835,
0.22329314053058624,
-0.2776203453540802,
0.08001909404993057,
-0.43396297097206116,
0.7760482430458069,
-0.21305158734321594,
-0.04993666708469391,
0.26697513461112976,
0.016652347519993782,
-0.2824118137359619,
-0.5236643552780151,
-0.35388410091400146,
0.06808552145957947,
-0.19410310685634613,
-0.19846807420253754,
-0.32875698804855347,
0.02134718745946884,
0.38034889101982117,
0.4790361225605011,
0.46400049328804016,
-0.22054091095924377,
-0.7639345526695251,
-0.2884458899497986,
0.20300354063510895,
0.09266044944524765,
-0.3247738778591156,
-0.3674100637435913,
-0.1738244593143463,
0.21616330742835999,
-0.20207040011882782,
0.536010205745697,
0.11595938354730606,
-0.24542421102523804,
0.40663260221481323,
-0.27418947219848633,
-0.18024681508541107,
0.06610474735498428,
-0.2891961932182312,
-0.2137654423713684,
-0.2060917466878891,
-0.3547315001487732,
0.1957325041294098,
0.6630716919898987,
-0.04264562204480171,
0.6768076419830322,
-0.16872859001159668,
0.07854197174310684,
0.1616242676973343,
-0.1705615222454071,
0.2548771798610687,
0.02085215598344803,
-0.005053368397057056,
0.16279740631580353,
-0.6960718631744385,
0.051200032234191895,
0.5344257950782776,
0.4229555130004883,
0.16844190657138824,
-0.11845414340496063,
0.25216352939605713,
0.6215522885322571,
-0.3831403851509094,
0.07432188838720322,
-0.6752044558525085,
0.3175848126411438,
-0.3165815472602844,
0.018560536205768585,
0.2702280282974243,
-0.03334490582346916,
-0.3427070379257202,
0.17036868631839752,
-0.019130047410726547,
0.5067352056503296,
0.7700590491294861,
0.17618875205516815,
-0.4244738221168518,
-0.10045147687196732,
-0.47660836577415466,
-0.49576011300086975,
0.4359281659126282,
0.27496880292892456,
0.2647530138492584,
-0.003012806875631213,
0.04657989367842674,
0.49491825699806213,
0.20993287861347198,
0.438465416431427,
0.14080245792865753,
-0.5242041945457458,
-0.2675211727619171,
0.3990671932697296,
-0.2959158420562744,
0.1318683624267578,
0.18276792764663696,
0.8293264508247375,
0.07280001789331436,
-0.6863609552383423,
-0.3275108337402344,
-0.0691838413476944,
-0.03466559574007988,
0.10016123950481415,
-0.1941465586423874,
0.15130464732646942,
0.03619806095957756,
-0.39501044154167175,
-0.23483189940452576,
0.1947380155324936,
-0.18740276992321014,
-0.24350745975971222,
0.07541891932487488,
-0.2906762659549713,
-0.21040144562721252,
-0.028572922572493553,
0.1359148770570755,
-0.06162663549184799,
0.48267796635627747,
-0.06790783256292343
] |
A t our most recent CiSE meeting, one of the board members approached me during a short break and asked: " Why do you do this? you seem to have better things to do. " seeking clarification , i came to understand that he Was Wondering Why a computer scientist such as myself would want to be on the editorial board of a publication that isn't necessarily focused on the " tradition " of computer science. then and there, i realized that a computer sci-entist's role is something worth explaining and understanding. much has been made recently of computational thinking, a term coined by Jeanette Wing at the us national science foundation. 1 While i have my doubts about the term's longevity, 2 it struck me as an excellent starting point for explaining what a computer scientist is and does, especially in the CiSE context. computer scientists are an increasingly important part of interdisciplinary—or multidisciplinary, a term i prefer—problem solving. We help others understand the merits of bringing the right methods (algorithms), architecture/design (software engineering), and programming tools (languages and systems) and techniques (visualization) to science and engineering applications. so, as i see it, computer scientists bring a panoply of options to the table that enhance multi disciplinary research. if you will, we're about computational doing—and doing it right. as the former chez thiruvathukal in scientific programming , i like to view computer science's various ideas as the masala found in my (and possibly your) favorite curries. this brings me back to why i'm here. i've always had an eye to applying computer science to other disciplines, scientific and otherwise. in the past few months, i've begun working on two new (funded) projects—one addresses healthcare (modeling health issues in social networks using agent-based simulation) and the other addresses digital humanities (developing collaborative tools for tex-tual studies). in both cases, computer science plays a critical role in that both projects have expected software and experimental outcomes. i don't always write about my other disciplinary interests in CiSE, but given my emphasis on programming and emerging technologies , it's comforting to know that i've joined a group of people committed to exploring the intersections with and showing respect for other disciplines. for the sake of scholarship and meaningful discourse, we need more places like CiSE, and we must keep the content fresh and exciting—even during these challenging times when all publications face … | [
-0.022202298045158386,
0.015657737851142883,
-0.0007251458009704947,
0.013177832588553429,
-0.02084084413945675,
-0.0053520891815423965,
0.006939048878848553,
-0.024554479867219925,
-0.012042338028550148,
-0.005148697178810835,
0.005692185368388891,
0.005896056070923805,
0.011828313581645489,
0.008179698139429092,
0.03792950138449669,
-0.02202814817428589,
0.0008630753727629781,
0.001127908588387072,
-0.00047389138489961624,
0.006149588152766228,
-0.0013878755271434784,
-0.016009971499443054,
0.00973661057651043,
-0.013319220393896103,
0.014592361636459827,
-0.01193132996559143,
0.022469807416200638,
-0.0003821980208158493,
0.0029134193900972605,
-0.018628083169460297,
-0.004894456826150417,
-0.0006137241143733263,
0.012701837345957756,
-0.009693813510239124,
0.003719792701303959,
0.009408450685441494,
0.0005183240864425898,
0.01981835439801216,
0.018137462437152863,
-0.0028438642621040344,
0.01676824688911438,
0.0011238465085625648,
-0.0048647718504071236,
0.017270345240831375,
-0.010553876869380474,
0.027525700628757477,
0.0025811023078858852,
-0.010887522250413895,
0.005133049096912146,
0.007320418953895569,
0.005766177549958229,
0.017763234674930573,
0.0012689079158008099,
0.022349007427692413,
-0.005053303204476833,
-0.033490777015686035,
0.016381369903683662,
0.008603927679359913,
-0.010778936557471752,
-0.014247320592403412,
0.005457128398120403,
-0.017159955576062202,
0.029546361416578293,
0.011723840609192848,
0.0021594217978417873,
-0.0672122985124588,
-0.004039390943944454,
0.00929620023816824,
0.009393618442118168,
0.009414548985660076,
-0.0166295375674963,
0.008751979097723961,
-0.005174214951694012,
0.014168080873787403,
-0.001240570330992341,
-0.006158418953418732,
0.023270998150110245,
-0.008536072447896004,
-0.010640513151884079,
-0.0025105811655521393,
-0.010894931852817535,
0.0018587751546874642,
-0.009295616298913956,
0.005664505995810032,
0.02432606741786003,
0.009682143107056618,
-0.0007989476434886456,
-0.006754245609045029,
-0.004213096108287573,
-0.010149786248803139,
0.007329095155000687,
0.020716102793812752,
-0.0033546211197972298,
-0.007413098588585854,
-0.03848709166049957,
0.0011987141333520412,
-0.028846973553299904,
-0.0029254471883177757,
0.01007450744509697,
-0.01925700344145298,
0.0037316367961466312,
0.013988221995532513,
0.026732448488473892,
0.0366806834936142,
-0.00780058279633522,
0.007255626376718283,
-0.006676944438368082,
0.018673133105039597,
-0.004823047202080488,
0.012661777436733246,
-0.0017429213039577007,
0.026254020631313324,
-0.002199868205934763,
-0.01741035282611847,
0.009585477411746979,
-0.0037478962913155556,
0.019036341458559036,
0.019162077456712723,
0.016678035259246826,
-0.01185984443873167,
-0.01900024153292179,
-0.015814803540706635,
0.014568192884325981,
0.018713025376200676,
0.007172979414463043,
-0.027168843895196915,
0.0009148130193352699,
-0.009244835935533047,
-0.003921546041965485,
0.010278550907969475,
-0.013473308645188808,
-0.014691815711557865,
-0.016988780349493027,
-0.004445653408765793,
0.015750527381896973,
-0.028152674436569214,
0.0020033405162394047,
0.005697811022400856,
0.006852953694760799,
0.0076798731461167336,
0.0007683895528316498,
0.00988361332565546,
-0.0036933189257979393,
0.018703127279877663,
0.02265312150120735,
-0.0017747317906469107,
0.00918177142739296,
0.012965096160769463,
-0.005885814316570759,
0.01037708017975092,
0.03386274725198746,
0.0038739077281206846,
-0.0018935406114906073,
-0.0006887270137667656,
-0.0001353854313492775,
0.023716503754258156,
-0.01669367402791977,
0.007435946725308895,
-0.01656847447156906,
0.0045560505241155624,
0.027012113481760025,
-0.005982342641800642,
0.0025954502634704113,
0.011138231493532658,
-0.0015487167984247208,
0.018334820866584778,
-0.031195735558867455,
-0.0011243869084864855,
-0.0023064129054546356,
0.0021772782783955336,
-0.014576300978660583,
0.024563144892454147,
0.0061920881271362305,
0.0010170660680159926,
-0.004234187304973602,
-0.003810734022408724,
0.03273762762546539,
0.00867969635874033,
-0.015796417370438576,
0.0668216347694397,
-0.020296843722462654,
0.01949656940996647,
-0.004468252882361412,
-0.0006187057588249445,
0.007044833619147539,
0.006734045222401619,
-0.013505680486559868,
-0.0011844038963317871,
-0.00969216413795948,
-0.010080034844577312,
-0.008246108889579773,
-0.0066801318898797035,
-0.015681937336921692,
-0.00691109336912632,
0.013851067051291466,
0.0028270031325519085,
-0.012099204584956169,
-0.01204447727650404,
0.015447660349309444,
0.01740671694278717,
0.0018581303302198648,
-0.003993801772594452,
-0.01278003677725792,
0.010290736332535744,
0.0020568924956023693,
0.008184617385268211,
0.03204532712697983,
0.0002691945992410183,
0.003942613024264574,
0.003387375734746456,
0.011756843887269497,
-0.006269759498536587,
-0.013813957571983337,
-0.017884671688079834,
0.00042809173464775085,
0.016829954460263252,
-0.00015112629625946283,
-0.008156215772032738,
-0.023896124213933945,
-0.014153564348816872,
-0.011073848232626915,
-0.007636559195816517,
0.002244001254439354,
-0.006470470689237118,
0.018003616482019424,
-0.008646933361887932,
-0.020161649212241173,
0.01485813781619072,
0.015041391365230083,
-0.012898670509457588,
-0.01467505469918251,
-0.019531987607479095,
-0.004704662598669529,
-0.009932637214660645,
0.005336133763194084,
0.01621355675160885,
0.006661985069513321,
-0.009135809727013111,
0.0077558583579957485,
-0.008916981518268585,
-0.008494067937135696,
-0.0005795223987661302,
0.024576755240559578,
-0.011890921741724014,
0.0022361776791512966,
-0.008386371657252312,
-0.004549102392047644,
0.002080886857584119,
0.033910468220710754,
-0.002754596062004566,
0.0005390394944697618,
-0.0007541407831013203,
0.005749388597905636,
-0.010472170077264309,
0.0065902285277843475,
-0.013370462693274021,
0.006379155442118645,
0.00844196230173111,
0.021115709096193314,
-0.0017609614878892899,
0.003876725910231471,
0.00760626420378685,
-0.003278592601418495,
0.03929106518626213,
0.015196620486676693,
-0.027580736204981804,
0.02884139120578766,
0.002233670325949788,
0.012602332979440689,
0.01154494658112526,
0.002845665905624628,
-0.003425928996875882,
0.007482784800231457,
-0.08141212165355682,
-0.017355844378471375,
-0.02552133798599243,
0.016387660056352615,
0.011655847541987896,
-0.014412550255656242,
-0.008305791765451431,
0.004745800048112869,
-0.01358848437666893,
0.009369240142405033,
-0.0008200402371585369,
0.013036925345659256,
-0.019775141030550003,
-0.018867414444684982,
-0.015158879570662975,
-0.007155176252126694,
0.0057341838255524635,
0.004070903640240431,
0.0057829031720757484,
0.00918955821543932,
0.008224544115364552,
-0.007397504523396492,
-0.007014840841293335,
-0.024834074079990387,
-0.01498238742351532,
0.0028159820940345526,
0.010898356325924397,
-0.011235890910029411,
0.02547970600426197,
0.009987344034016132,
-0.013679351657629013,
-0.011753794737160206,
0.014316705986857414,
-0.006279626861214638,
-0.019073713570833206,
0.0334702767431736,
-0.0028901174664497375,
0.015912462025880814,
0.0010487895924597979,
0.020187996327877045,
-0.0027876291424036026,
0.0034083793871104717,
-0.011589422821998596,
-0.012593219056725502,
0.02142234705388546,
-0.0045686764642596245,
-0.009460078552365303,
0.029356662184000015,
0.00408730935305357,
0.0021554301492869854,
-0.01239680778235197,
-0.018215440213680267,
0.010378755629062653,
0.0013701552525162697,
-0.004457348957657814,
-0.03277483582496643,
-0.02715028077363968,
-0.0050257183611392975,
-0.009049057960510254,
-0.001746665220707655,
0.0038431251887232065,
0.0073868585750460625,
0.012619143351912498,
0.003332076594233513,
0.013328589498996735,
0.0010457243770360947,
0.00026557897217571735,
0.02294147200882435,
-0.005850594025105238,
0.0008194323163479567,
0.03076832741498947,
0.004724773578345776,
0.004656259436160326,
0.003055641893297434,
0.0011866408167406917,
-0.002278208499774337,
-0.013296620920300484,
-0.006529388017952442,
0.009403844363987446,
-0.004769175313413143,
0.0522351898252964,
-0.011122111231088638,
-0.015835534781217575,
-0.020661383867263794,
-0.006626765243709087,
-0.01233748346567154,
0.006488800048828125,
0.004595077596604824,
0.006856370251625776,
-0.0071402061730623245,
0.019740507006645203,
0.01269499585032463,
-0.004129274748265743,
0.004056131932884455,
-0.002863612025976181,
0.01175260916352272,
0.006726149003952742,
0.0016947430558502674,
0.01048256829380989,
0.006629469338804483,
-0.0057165250182151794,
-0.0009157483000308275,
-0.013459799811244011,
-0.017818164080381393,
-0.006264401134103537,
0.0008247840451076627,
-0.0186765156686306,
-0.01605595462024212,
-0.006242191884666681,
-0.022141875699162483,
-0.006632435135543346,
0.015456365421414375,
-0.0057116723619401455,
0.007876000367105007,
0.010645647533237934,
0.00938078761100769,
0.007169767282903194,
0.006898954510688782,
0.07307747006416321,
-0.002632805146276951,
-0.0029603037983179092,
-0.009580004028975964,
-0.0091942697763443,
-0.006425624713301659,
-0.01740618422627449,
0.022465523332357407,
0.03387204930186272,
0.013511252589523792,
0.009516548365354538,
-0.00026736827567219734,
0.01844276860356331,
-0.014170966111123562,
0.004223376512527466,
-0.001324196346104145,
0.013109838590025902,
0.0006376133533194661,
-0.010570640675723553,
0.014745527878403664,
0.006131050642579794,
-0.009205404669046402,
0.013944508507847786,
0.010520430281758308,
0.012744678184390068,
-0.002247295342385769,
0.009102629497647285,
-0.016294308006763458,
0.0017666202038526535,
-0.005761247593909502,
0.00012339395470917225,
-0.003729837015271187,
-0.003166829701513052,
-0.034118711948394775,
0.0010723494924604893,
0.00022708997130393982,
-0.0010350868105888367,
-0.009727499447762966,
0.015090039931237698,
0.012456385418772697,
0.00940215215086937,
-0.0031223632395267487,
0.01432897336781025,
0.028077146038413048,
0.009472508914768696,
0.021833980455994606,
0.007574116811156273,
-0.01311337761580944,
-0.013852880336344242,
0.011590025387704372,
-0.0028508268296718597,
0.011447308585047722,
0.009003061801195145,
0.01236350741237402,
0.019661197438836098,
0.003949385602027178,
0.018644241616129875,
-0.0006020444561727345,
0.008503615856170654,
-0.02012282982468605,
-0.021324623376131058,
0.006377981975674629,
0.014028672128915787,
-0.00411953404545784,
-0.008642744272947311,
-0.021003443747758865,
0.016979113221168518,
-0.012911459431052208,
0.004441543482244015,
0.016661956906318665,
-0.01164945587515831,
-0.03239292651414871,
0.01018064096570015,
-0.014946160838007927,
0.001529281958937645,
0.02743200957775116,
0.008849194273352623,
0.005970425438135862,
-0.0062048970721662045,
0.012385942973196507,
0.024666376411914825,
-0.007035009562969208,
0.0025054262951016426,
0.0014804594684392214,
-0.024241477251052856,
0.007371329702436924,
-0.019132446497678757,
-0.07437794655561447,
-0.0191096980124712,
0.012342169880867004,
-0.010706810280680656,
0.020358191803097725,
-0.0015969984233379364,
0.00024404434952884912,
0.009260685183107853,
0.005746201146394014,
-0.003549307817593217,
0.0048574600368738174,
0.010596100240945816,
-0.015492481179535389,
-0.006167340092360973,
0.007978245615959167,
0.019557366147637367,
-0.007701066322624683,
-0.007176603190600872,
0.013108383864164352,
0.00645288173109293,
-0.02363920770585537,
-0.016108565032482147,
-0.029988344758749008,
-0.0026770199183374643,
0.0113748237490654,
-0.08194434642791748,
0.007224755827337503,
0.007367360405623913,
-0.011824146844446659,
-0.004503255244344473,
-0.0057348404079675674,
-0.029729235917329788,
-0.013637391850352287,
-0.03554484248161316,
-0.013050774112343788,
-0.002572352299466729,
0.014424164779484272,
-0.014467929489910603,
-0.005116181448101997,
-0.0007811048999428749,
0.0007806583889760077,
-0.0010073898592963815,
0.00941486470401287,
0.023545853793621063,
0.01868945173919201,
-0.007907095365226269,
-0.0027115268167108297,
-0.004191985819488764,
0.006965619511902332,
-0.008227912709116936,
0.022227570414543152,
0.007985143922269344,
0.01377970539033413,
0.02026893012225628,
0.035661742091178894,
-0.002510213293135166,
0.021227341145277023,
-0.009551077149808407,
0.014212362468242645,
0.021705076098442078,
0.0007012856658548117,
0.03239377215504646,
-0.00442805141210556,
-0.030247580260038376,
0.0002646797802299261,
-0.001278231618925929,
-0.006991235539317131,
0.024453647434711456,
-0.010028418153524399,
-0.0052307466976344585,
0.00440570991486311,
0.0011162309674546123,
0.0052025499753654,
0.011141534894704819,
0.015553761273622513,
0.006064064800739288,
-0.012712582014501095,
-0.01664021424949169,
0.029097706079483032,
0.012834067456424236,
0.022514216601848602,
-0.0055410172790288925,
0.018684256821870804,
-0.011983067728579044,
-0.012372355908155441,
-0.007815035060048103,
-0.0021919310092926025,
-0.032410722225904465,
0.07186659425497055,
-0.002505895681679249,
0.0016879605827853084,
0.00758438790217042,
-0.006727251689881086,
-0.0032063163816928864,
0.0035455585457384586,
0.002397737931460142,
0.00606893515214324,
0.006548035424202681,
0.00612337002530694,
-0.02207012102007866,
-0.005964306183159351,
0.004245010204613209,
-0.005948802921921015,
-0.0036238590255379677,
-0.01606830023229122,
-0.004936182871460915,
0.01707780733704567,
0.03451395779848099,
-0.0001071335282176733,
-0.0020060334354639053,
0.008996427990496159,
-0.005616036243736744,
0.024881495162844658,
0.00187560950871557,
-0.023417599499225616,
0.0037675995845347643,
0.005919415503740311,
0.004189957398921251,
-0.01428290456533432,
-0.0217270627617836,
0.004685632884502411,
-0.004741108510643244,
0.011729191057384014,
-0.006678663659840822,
0.015898827463388443,
-0.0045522600412368774,
-0.013429630547761917,
-0.0058984109200537205,
-0.009887639433145523,
-0.01352581474930048,
0.002410266548395157,
-0.004308564588427544,
0.014758583158254623,
0.03802608326077461,
0.016831237822771072,
0.028075017035007477,
-0.02276950515806675,
0.008001590147614479,
0.006923267152160406,
0.012364087626338005,
0.0003799879923462868,
0.02347540110349655,
-0.0016326112672686577,
0.005922365467995405,
0.00020894594490528107,
0.00913595873862505,
-0.0021916741970926523,
-0.002192896790802479,
-0.001184634631499648,
-0.004928339272737503,
-0.0006277160719037056,
-0.004787829704582691,
-0.008179244585335255,
0.018696734681725502,
-0.00016223662532866,
0.0015275462064892054,
-0.025249678641557693,
0.010123487561941147,
-0.015133028849959373,
0.003954888787120581,
0.0032531199976801872,
-0.010141233913600445,
-0.01270383968949318,
0.018989231437444687,
-0.0031115622259676456,
-0.012556233443319798,
0.0013263749424368143,
0.0037323227152228355,
-0.006178541574627161,
0.023294221609830856,
0.013450415804982185,
-0.02173701673746109,
0.016879184171557426,
-0.009523934684693813,
-0.022048022598028183,
0.021286994218826294,
-0.007422857917845249,
0.017050251364707947,
0.04096057638525963,
0.0011611804366111755,
0.00007794459816068411,
0.020651284605264664,
0.0064796097576618195,
0.03232929855585098,
0.01626346819102764,
0.008669224567711353,
-0.005139601416885853,
0.001525633386336267,
0.01584601402282715,
0.03805319592356682,
0.011492285877466202,
0.004389118403196335,
-0.029375730082392693,
-0.01345655508339405,
0.039364155381917953,
0.01750670000910759,
-0.014866763725876808,
0.007907260209321976,
0.010627198964357376,
-0.0033054212108254433,
-0.001516014919616282,
0.02382778190076351,
0.004050791263580322,
-0.003178709652274847,
-0.007742102723568678,
0.018693720921874046,
-0.024190183728933334,
-0.005978703498840332,
0.009334689006209373,
-0.002558595733717084,
0.020217273384332657,
0.0047179884277284145,
-0.009101618081331253,
-0.021059542894363403,
-0.008069084957242012,
0.018327621743083,
0.004755374509841204,
-0.02643825113773346,
-0.007558519020676613,
0.014196321368217468,
-0.007714168168604374,
-0.01985165663063526,
0.007903900928795338,
-0.028267206624150276,
0.009776133112609386,
-0.011027378961443901,
-0.03311912715435028,
0.04901532456278801,
-0.002011137316003442,
-0.025127919390797615,
-0.0042498609982430935,
0.003985174000263214,
0.011186311021447182,
-0.010718360543251038,
0.002544570481404662,
-0.021433884277939796,
0.008151063695549965,
0.028099985793232918,
0.01180960051715374,
0.024231266230344772,
0.015613418072462082,
-0.009676354005932808,
-0.0023612920194864273,
0.01945195347070694,
-0.0018226318061351776,
0.004791170358657837,
-0.01695351116359234,
-0.021236602216959,
0.009353620000183582,
0.004896494094282389,
-0.01638367585837841,
-0.00326163019053638,
0.01239012274891138,
-0.006557372398674488,
-0.03468936309218407,
0.003718035761266947,
0.009617465548217297,
-0.00038789818063378334,
0.016733476892113686,
0.0005846056155860424,
0.04200340807437897,
0.00820434931665659,
0.002389443339779973,
-0.01131042093038559,
-0.006421209312975407,
0.01823844015598297,
0.005653076805174351,
0.004625734873116016,
-0.012371673248708248,
0.018976720049977303,
0.0005943053402006626,
-0.016321536153554916,
-0.014346993528306484,
0.007238671183586121,
-0.011730147525668144,
-0.012247465550899506,
-0.00707771722227335,
-0.019703730940818787,
0.01618560031056404,
-0.0013581011444330215,
-0.024295348674058914,
0.001372315688058734,
0.011164691299200058,
-0.015389903448522091,
0.008186493068933487,
-0.016167594119906425,
0.012436997145414352,
-0.009563070721924305,
0.01820984110236168,
-0.014867912046611309
] | [
0.6446661949157715,
-0.29314985871315,
-0.17265082895755768,
-0.008081529289484024,
-0.0904507040977478,
0.11301762610673904,
0.1040182113647461,
0.07987438887357712,
-0.1837354451417923,
-0.3016510009765625,
0.015257401391863823,
-0.02149290218949318,
0.3148297071456909,
0.23977473378181458,
-0.1982465237379074,
0.422076940536499,
0.6421989798545837,
-0.03587369620800018,
-0.1654154658317566,
-0.39050742983818054,
-0.10361471027135849,
0.251017302274704,
0.3306954503059387,
0.18961051106452942,
-0.07919825613498688,
0.07095921039581299,
0.06158958002924919,
-0.002094945404678583,
0.16769349575042725,
-0.014233277179300785,
0.19848057627677917,
0.29895755648612976,
0.3264346122741699,
-0.23384831845760345,
-0.313800573348999,
-0.401177316904068,
-0.06339593231678009,
0.009083643555641174,
-0.10903522372245789,
-0.4013694226741791,
-0.597845196723938,
-0.036858368664979935,
-0.4141286611557007,
0.49951720237731934,
-0.5124953389167786,
-0.27220848202705383,
-1.7820109128952026,
0.12278880178928375,
-0.520097553730011,
0.12363271415233612,
-0.07816184312105179,
0.28348931670188904,
0.7076559662818909,
-0.01739310286939144,
-0.5913911461830139,
0.4801277220249176,
0.05089537426829338,
-0.7104406356811523,
0.01156814955174923,
-0.8265880942344666,
0.19757717847824097,
0.36829543113708496,
-0.12194972485303879,
0.20579229295253754,
0.07623831927776337,
0.45260244607925415,
0.14883749186992645,
-0.4160803556442261,
-0.25795477628707886,
-0.44436076283454895,
0.12278128415346146,
0.04508346691727638,
-0.21568378806114197,
-0.18254058063030243,
-0.15064850449562073,
0.11429578065872192,
0.3147673010826111,
-0.08876106142997742,
0.7748196125030518,
-0.2007807344198227,
-0.31062278151512146,
0.2776837646961212,
0.653927206993103,
-0.10275537520647049,
0.6822523474693298,
0.12142734974622726,
-0.5928025245666504,
0.2571333944797516,
-0.1192767396569252,
-0.28395143151283264,
-0.5501384139060974,
-0.7372580766677856,
0.4167376458644867,
0.3863621652126312,
0.5674992799758911,
0.09955340623855591,
0.6415616869926453,
-0.12277822941541672,
0.28079667687416077,
-0.04049941897392273,
-0.32696178555488586,
-0.013394067995250225,
-0.19230082631111145,
-0.219988152384758,
-0.381484717130661,
-0.15493996441364288,
-0.2325071096420288,
-0.8424614667892456,
-0.16642530262470245,
0.19169571995735168,
-0.6301013231277466,
0.16851523518562317,
-0.026556259021162987,
-0.131669819355011,
0.26829633116722107,
0.4042237102985382,
0.42709052562713623,
-0.39121174812316895,
-0.4267188310623169,
0.49883195757865906,
0.005480392370373011,
0.6065596342086792,
0.25408586859703064,
0.05934450402855873,
0.18224452435970306,
-0.10627777129411697,
0.4357302188873291,
0.2321137934923172,
-0.4385985732078552,
-0.03848104178905487,
0.5761516094207764,
0.6168253421783447,
0.33139756321907043,
-0.2047940194606781,
-0.07334791868925095,
-0.24996227025985718,
0.21732814610004425,
-0.18016603589057922,
-0.031253937631845474,
0.5110738277435303,
-0.031174423173069954,
-0.3798011243343353,
-0.2086779922246933,
-0.5271221399307251,
0.23301154375076294,
-0.3905962407588959,
0.044748418033123016,
0.21120701730251312,
-0.1679593026638031,
-0.12178582698106766,
0.1510085016489029,
-0.3379281759262085,
-0.8011044263839722,
-0.04859289899468422,
0.07839637994766235,
0.5592970848083496,
-0.22055165469646454,
0.20272445678710938,
0.13639996945858002,
0.4237985610961914,
0.31058159470558167,
-0.0306374654173851,
-0.054571136832237244,
-0.015379620715975761,
0.6278892159461975,
-0.3743289113044739,
0.07190169394016266,
-0.17727817595005035,
0.144199401140213,
0.25598442554473877,
-0.1796298772096634,
-0.17978790402412415,
0.15103192627429962,
-0.4690217971801758,
-0.28611820936203003,
0.6071299910545349,
0.558872401714325,
-0.11162896454334259,
0.1721242219209671,
0.2279614955186844,
-0.36202767491340637,
-0.2802426218986511,
0.06622862815856934,
-0.42853328585624695,
0.35637152194976807,
0.22274725139141083,
0.15171943604946136,
-0.11048086732625961,
0.424691379070282,
0.40674713253974915,
-0.6790619492530823,
-0.36097803711891174,
-0.05684039369225502,
-0.5954065918922424,
1.5051984786987305,
-0.24039027094841003,
0.012209253385663033,
1.3799946308135986,
-0.19185593724250793,
0.3087925314903259,
0.037750452756881714,
0.10866530984640121,
0.47486409544944763,
-0.18844901025295258,
-0.37064459919929504,
0.23081399500370026,
0.3034871220588684,
-0.12307748943567276,
-0.6351521611213684,
0.4137808084487915,
0.1181582361459732,
0.05433640256524086,
0.07592932134866714,
-0.22170859575271606,
-0.33773133158683777,
-0.014627388678491116,
-0.06754399836063385,
0.002301425440236926,
-0.09827829152345657,
-0.12674738466739655,
1.1521528959274292,
-0.535530686378479,
0.36308401823043823,
0.4085599184036255,
0.03107248991727829,
0.4119962751865387,
0.24774372577667236,
0.44472992420196533,
0.679961085319519,
-0.7098643183708191,
-0.35681629180908203,
-0.0990201011300087,
0.33467620611190796,
-0.5127420425415039,
0.07099197059869766,
0.2396129071712494,
-0.32790184020996094,
-0.27928683161735535,
-0.025793474167585373,
-0.03355713561177254,
0.15704986453056335,
0.368921160697937,
-0.39222216606140137,
0.8714653849601746,
-0.3575718402862549,
0.10777044296264648,
-0.1160043403506279,
0.4832209646701813,
-0.08374189585447311,
0.21219512820243835,
0.14952345192432404,
0.27676835656166077,
0.4706563353538513,
-0.20593753457069397,
-0.3573950529098511,
0.28624045848846436,
0.17181023955345154,
-0.3579111397266388,
0.6224551200866699,
0.029680801555514336,
-0.0818716362118721,
-0.19930678606033325,
-0.11262263357639313,
0.4022344946861267,
-0.0775790587067604,
-0.07256055623292923,
-0.18571212887763977,
-0.7393524646759033,
0.7867404222488403,
0.2646360993385315,
0.307242214679718,
0.1406775861978531,
-0.03711679205298424,
0.1288229078054428,
-0.5215344429016113,
-0.6186197400093079,
0.16210217773914337,
0.29881396889686584,
-0.40368780493736267,
-0.8363742232322693,
-0.036431167274713516,
0.5683597922325134,
0.3939550817012787,
-0.06624825298786163,
-0.21621768176555634,
-0.013915890827775002,
0.039618972688913345,
0.1925230473279953,
-0.3800220191478729,
-0.28341856598854065,
0.06630434840917587,
0.16161438822746277,
-0.1898295134305954,
-0.38029807806015015,
0.5335025191307068,
0.44774138927459717,
-0.1010579764842987,
0.06335356086492538,
-0.02818772755563259,
0.17525166273117065,
-0.16013319790363312,
0.44832396507263184,
0.040267594158649445,
0.4146272540092468,
0.49381598830223083,
-0.3108871281147003,
-0.114143006503582,
0.34802550077438354,
-6.17134428024292,
-0.22765856981277466,
0.1699068397283554,
0.02502269111573696,
-0.20466260612010956,
0.054363444447517395,
0.338456392288208,
0.022594330832362175,
0.09439072012901306,
-0.5223149061203003,
-0.2631980776786804,
0.604045569896698,
-0.25477832555770874,
0.5804534554481506,
-0.13641604781150818,
0.4481869041919708,
0.24284112453460693,
0.00865081511437893,
-0.08371638506650925,
0.2231522649526596,
-0.14619329571723938,
0.026696160435676575,
0.09779201447963715,
0.6388274431228638,
0.7088865041732788,
0.002875827718526125,
-1.4050371646881104,
0.542341947555542,
0.28115376830101013,
-0.07800791412591934,
0.014972623437643051,
-0.2598878741264343,
-0.5219774842262268,
-0.40658992528915405,
0.16667406260967255,
0.42167454957962036,
0.3931751251220703,
-0.47831499576568604,
0.024697057902812958,
0.005406781565397978,
0.5808696150779724,
0.4494211971759796,
0.27181798219680786,
-0.2528519630432129,
-0.1465376913547516,
0.1688261330127716,
-0.3204287886619568,
-0.08526003360748291,
-0.40895211696624756,
0.6600080728530884,
-0.205267995595932,
-0.14068812131881714,
0.5106543898582458,
0.18247362971305847,
0.2941143214702606,
-0.33146774768829346,
0.11938861757516861,
0.16055910289287567,
-0.5150340795516968,
-0.12650282680988312,
-0.07502323389053345,
-0.36876559257507324,
0.4080319404602051,
-1.0837610960006714,
-0.026953769847750664,
0.06884173303842545,
-0.8233256936073303,
-0.03437222167849541,
0.08455716818571091,
0.12462682276964188,
-0.0634089931845665,
0.686521053314209,
-0.34172114729881287,
-0.7856455445289612,
0.22342532873153687,
-0.2117396891117096,
-0.2969835698604584,
0.18239498138427734,
0.21977543830871582,
0.12264063954353333,
-0.05126336216926575,
-0.2785218358039856,
0.07660882920026779,
0.031097162514925003,
-0.31256648898124695,
-0.34872958064079285,
0.4967556595802307,
-0.5630425810813904,
-0.7658430933952332,
0.41402047872543335,
0.19793009757995605,
0.28317731618881226,
0.1260405331850052,
0.4815802276134491,
0.7259827852249146,
0.3680051863193512,
0.22335724532604218,
-0.0066967918537557125,
0.38159677386283875,
-0.2668311893939972,
0.7193964123725891,
-0.21229015290737152,
0.23148523271083832,
-0.7114971876144409,
-0.06543063372373581,
0.1873011738061905,
-0.6873246431350708,
-0.2340906411409378,
0.48119041323661804,
-0.4661029577255249,
-0.04639057442545891,
-0.15477225184440613,
-0.27672433853149414,
0.04666689410805702,
0.11897465586662292,
0.2745509445667267,
-0.20014700293540955,
-0.04501660540699959,
0.12021321058273315,
-0.144693061709404,
0.21024657785892487,
0.11178772151470184,
-0.04641835764050484,
0.009037591516971588,
0.3669542670249939,
-0.3497294485569,
0.1678585708141327,
0.19658882915973663,
-0.3484918773174286,
0.1025899201631546,
0.1815592348575592,
0.1712808459997177,
-0.4377824664115906,
-0.04873226210474968,
0.5184233784675598,
-0.179843470454216,
-0.4228762984275818,
0.14823070168495178,
-0.368679016828537,
0.05604048818349838,
-0.12011294066905975,
0.08262593299150467,
-0.21829424798488617,
0.12574703991413116,
0.14761172235012054,
0.5061819553375244,
-0.4021778702735901,
0.07684889435768127,
0.02437274158000946,
0.38243645429611206,
-0.037148550152778625,
-0.5178667902946472,
0.2147003710269928,
-0.3339429795742035,
0.14053963124752045,
0.1136496290564537,
0.3533591032028198,
0.0019244886934757233,
-0.1442842185497284,
0.0588844008743763,
0.31832408905029297,
-0.34323135018348694,
-0.9505140781402588,
0.01582801155745983,
0.6048746705055237,
-0.016049079596996307,
-0.5095918774604797,
-0.3028005361557007,
-0.06962306797504425,
-0.08807811886072159,
0.14586509764194489,
0.018477892503142357,
-0.22822563350200653,
-0.5428232550621033,
-0.06785719841718674,
-0.024225054308772087,
-0.09387904405593872,
-0.05984629690647125,
0.03410378843545914,
-0.159385085105896,
0.5550921559333801,
-0.353473424911499,
0.303594172000885,
0.13114617764949799,
0.6301681399345398,
-0.3599036931991577,
0.16773228347301483,
-0.06729406118392944,
-0.3864125907421112,
-0.07759346812963486,
0.06970176100730896,
-0.021378641948103905,
0.3836158514022827,
0.003937720321118832,
-0.4670042097568512,
0.05208810046315193,
0.3628302812576294,
-0.4438481032848358,
-0.36359703540802,
-0.42461511492729187,
0.24110229313373566,
0.5442004799842834,
-0.2088567167520523,
0.4715169370174408,
0.4803536832332611,
-0.5012461543083191,
-0.24535638093948364,
-0.47018158435821533,
-0.04093984141945839,
0.1006622314453125,
-0.03439738228917122,
-0.08898425102233887,
0.3139963150024414,
0.0584493912756443,
-0.19096021354198456,
-0.03775792196393013,
0.06556572765111923,
-0.17157192528247833,
-0.3962557017803192,
0.05526081845164299,
0.2212800234556198,
-0.15429264307022095,
-0.6092222332954407,
-0.1631840318441391,
-0.2591494023799896,
0.2834472060203552,
0.7827965021133423,
-0.593819797039032,
-0.10924840718507767,
-0.19324472546577454,
-0.5376543402671814,
0.14288222789764404,
0.4910193979740143,
-0.03738883510231972,
-0.3126683533191681,
-0.6296901106834412,
-0.0886337161064148,
0.29954198002815247,
-0.037933796644210815,
0.06515252590179443,
-0.15236638486385345,
0.2050643414258957,
-0.16631247103214264,
-0.5462637543678284,
-0.12625911831855774,
0.20164109766483307,
-0.06804903596639633,
-0.08870593458414078,
-0.556390643119812,
-0.15827712416648865,
0.5275198817253113,
-0.35204535722732544,
0.06727389246225357,
-0.2986709475517273,
0.05697286128997803,
-0.5568673610687256,
-0.24153172969818115,
-0.3411311209201813,
0.058484289795160294,
-0.32015615701675415,
-0.04046786203980446,
-0.442688524723053,
-0.9430915713310242,
-0.08284269273281097,
-0.427946537733078,
0.20761914551258087,
-0.20292499661445618,
-0.5122907161712646,
-0.04053191840648651,
-0.6961948275566101,
0.03882146626710892,
-0.20940162241458893,
-0.09775590896606445,
0.3473299741744995,
0.15164077281951904,
-0.4927174150943756,
-0.3144758939743042,
-0.16711919009685516,
0.1004711389541626,
-0.5509477853775024,
-0.016471317037940025,
0.240804523229599,
0.026790598407387733,
0.026348168030381203,
0.5861242413520813,
-0.3226696848869324,
0.39424651861190796,
-0.0009233962628059089,
-0.15973559021949768,
0.06920578330755234,
-0.6044442653656006,
0.31805816292762756,
-0.04523444175720215,
-0.3735145628452301,
-0.0032709420192986727,
0.05024842545390129,
0.25505512952804565,
-0.055030111223459244,
0.04822111502289772,
0.02037903666496277,
-0.24699990451335907,
-0.032045602798461914,
1.019999384880066,
-0.4435065686702728,
-0.2408190816640854,
0.34598785638809204,
-0.1789032220840454,
0.014338342472910881,
-0.028161384165287018,
0.13073690235614777,
0.2191028892993927,
0.1421932727098465,
0.19915923476219177,
0.5909200310707092,
-0.6865475177764893,
-0.24671439826488495,
-0.43350204825401306,
-0.7757777571678162,
0.5096651911735535,
-0.09697974473237991,
-0.007506626658141613,
0.7683044075965881,
0.7564195990562439,
0.09845131635665894,
-0.1422247737646103,
0.3296026289463043,
-0.21175342798233032,
0.5033944249153137,
-0.5618550777435303,
0.5343693494796753,
0.22324252128601074,
0.934712290763855,
-0.15077118575572968,
0.19014835357666016,
0.2823497951030731,
-0.3141292929649353,
0.4589478671550751,
-0.4129963219165802,
-0.043092723935842514,
0.2834814190864563,
0.30071961879730225,
0.5946552753448486,
0.14405685663223267,
0.21009457111358643,
-0.11417268216609955,
0.26372846961021423,
0.5012977123260498,
0.4007118344306946,
-0.19575385749340057,
0.19942808151245117,
0.3254604637622833,
0.08244216442108154,
-0.13508129119873047,
-0.4626340866088867,
-0.3200983703136444,
-0.023690707981586456,
0.27490392327308655,
-0.32424089312553406,
-0.18682992458343506,
0.3008657693862915,
-0.04530823975801468,
0.24532386660575867,
0.10940607637166977,
-0.13323558866977692,
-0.5097529888153076,
0.1829444319009781,
0.5978973507881165,
-0.255903422832489,
0.4763171374797821,
-0.2293357104063034,
0.1964978575706482,
0.11652573198080063,
-0.4505407214164734,
0.42229652404785156,
-0.1475074291229248,
-0.3769610524177551,
0.331753671169281,
-0.12727653980255127,
0.05723748728632927,
0.27947795391082764,
0.27512580156326294,
0.0470513254404068,
0.018980296328663826,
-0.19564872980117798,
0.14379318058490753,
-0.2697169780731201,
0.16802285611629486,
0.5767866969108582,
-0.27245959639549255,
-0.06411922723054886,
-0.3156600594520569,
-0.7014780044555664,
-0.20245477557182312,
0.12528207898139954,
-0.157669335603714,
0.1741412878036499,
-0.2464168220758438,
0.5340552926063538,
0.5523401498794556,
0.47534748911857605,
-0.43868306279182434,
-0.08890318870544434,
0.11795125901699066,
0.48990553617477417,
-0.22807522118091583,
0.285760760307312,
-0.3354366421699524,
-0.577736496925354,
-0.4495457112789154,
0.2841700315475464,
0.3126445710659027,
0.1807539314031601,
-0.3468483090400696,
0.5297265648841858,
0.09459401667118073,
0.08192557096481323,
0.43147706985473633,
-0.09892093390226364,
-0.20451882481575012,
-0.29736998677253723,
-0.3290148079395294,
-0.1812371462583542,
0.32025396823883057,
0.8265142440795898,
-0.3276771008968353,
0.07322924584150314,
-0.48245081305503845,
0.5613818168640137,
-0.23030224442481995,
0.17219874262809753,
-0.11834713816642761,
-0.42736127972602844,
-0.36319559812545776,
0.635637640953064,
-0.2077132910490036,
-0.09808998554944992,
0.18710900843143463,
0.031814441084861755,
0.09543289989233017,
-0.414163202047348,
-0.290571928024292,
0.03182041272521019,
-0.3431723415851593,
0.15363217890262604,
-0.342202752828598,
1.042884111404419,
-0.04161351919174194,
-0.18794281780719757,
-0.42620623111724854,
-0.2057829350233078,
-0.14420463144779205,
-0.32627925276756287,
-0.004443297628313303,
-0.5331277251243591,
0.07318022847175598,
-0.18892236053943634,
0.21443966031074524,
-0.41053417325019836,
0.07796642184257507,
0.07457679510116577
] |
[
0.030699975788593292,
0.10140369832515717,
-0.04192632809281349,
0.06293141841888428,
-0.03267847001552582,
-0.12038351595401764,
0.035765983164310455,
-0.05915536358952522,
-0.008488839492201805,
-0.05911063775420189,
-0.05657084658741951,
-0.005575065966695547,
-0.05070307105779648,
0.06654473394155502,
-0.05232572928071022,
-0.10524960607290268,
-0.11025319993495941,
0.10980250686407089,
0.11460278183221817,
-0.11366231739521027,
-0.0736834928393364,
-0.014200853183865547,
0.03315950185060501,
-0.042415086179971695,
-0.18886972963809967,
0.04834016412496567,
-0.010257190093398094,
-0.013155662454664707,
-0.11621294915676117,
0.22128282487392426,
0.026432644575834274,
-0.0035340951289981604,
0.09944672882556915,
0.0506606251001358,
0.07618589699268341,
-0.1337132453918457,
-0.07806193083524704,
0.018981769680976868,
-0.056862808763980865,
-0.14643901586532593,
-0.16388945281505585,
-0.057634275406599045,
0.07937344908714294,
-0.0544847771525383,
-0.024052107706665993,
-0.07310523092746735,
-0.07155387103557587,
-0.10090649873018265,
-0.028452187776565552,
0.14460046589374542,
-0.05908972769975662,
-0.0028850892558693886,
-0.030829090625047684,
-0.06325825303792953,
-0.02312028780579567,
-0.15990810096263885,
-0.09092682600021362,
-0.016466086730360985,
0.06645786762237549,
0.04531364515423775,
-0.11512433737516403,
0.10278821736574173,
-0.23874814808368683,
-0.08993463963270187,
0.04214683547616005,
-0.06208702549338341,
0.19159553945064545,
0.06058281660079956,
0.04147198423743248,
0.04145164415240288,
0.08241380751132965,
0.07910601049661636,
-0.21460114419460297,
-0.04764945060014725,
-0.06004532054066658,
-0.05771621689200401,
0.04311008378863335,
0.029352186247706413,
-0.007787349633872509,
0.0667465552687645,
0.11730451881885529,
-0.036040034145116806,
0.0379948653280735,
0.08618149906396866,
0.09119251370429993,
-0.12663358449935913,
-0.027850864455103874,
-0.026794370263814926,
0.10444615036249161,
-0.19966867566108704,
-0.06711355596780777,
0.020024478435516357,
0.02054487355053425,
-0.07212473452091217,
-0.12159039080142975,
-0.23648804426193237,
-0.04011392965912819,
0.10453135520219803,
-0.08162038028240204,
-0.047898195683956146,
-0.14109919965267181,
-0.09871640801429749,
0.006453124340623617,
0.08454540371894836,
-0.20008768141269684,
0.031001994386315346,
0.3166082501411438,
-0.08357764780521393,
-0.06154737249016762,
0.05468873679637909,
-0.10438451170921326,
-0.043026577681303024,
0.039880186319351196,
-0.002967559266835451,
0.04125188663601875,
0.10730873048305511,
-0.031131744384765625,
0.07599066942930222,
0.11015765368938446,
0.2026078850030899,
0.0340835340321064,
-0.11498764902353287,
0.00341621832922101,
0.1823115050792694,
0.08721653372049332,
0.08886470645666122,
0.038886621594429016,
-0.14626866579055786,
-0.10826382040977478,
-0.10755138099193573,
-0.043079130351543427,
0.06791600584983826,
-0.08626728504896164,
-0.13008858263492584,
-0.06684456765651703,
-0.0757908821105957,
-0.12930254638195038,
0.10704216361045837,
-0.16803321242332458,
0.12600107491016388,
-0.04051733389496803,
0.056915540248155594,
0.09876076132059097,
0.05756385996937752,
0.12005363404750824,
-0.09532523900270462,
-0.0735682025551796,
0.04351639747619629,
0.12305520474910736,
-0.12239664793014526,
-0.03981996327638626,
-0.02161284163594246,
-0.10828825831413269,
-0.0646689310669899,
-0.03846750035881996,
0.19904725253582,
-0.03407208248972893,
-0.10436071455478668,
0.018596051260828972,
0.10414863377809525,
0.09536723792552948,
-0.014020226895809174,
0.04361536353826523,
0.028888408094644547,
-0.06593406200408936,
0.008343683555722237,
0.04160940647125244,
-0.011753213591873646,
-0.11578797549009323,
0.05167029798030853,
-0.06676144897937775,
0.1441592276096344,
-0.22843779623508453,
0.12496988475322723,
0.028016896918416023,
-0.05906530097126961,
0.17457708716392517,
0.05070481076836586,
-0.11385047435760498,
0.060045935213565826,
-0.09621882438659668,
0.05438654124736786,
0.03432608023285866,
0.15427951514720917,
0.11706224828958511,
-0.002386678010225296,
0.00803310889750719,
-0.07359828799962997,
0.15835100412368774,
0.017626335844397545,
-0.007624693680554628,
-0.04966338351368904,
-0.04089459404349327,
0.07255762070417404,
0.21151596307754517,
0.06603258103132248,
0.09396278113126755,
-0.018833069130778313,
0.02596215531229973,
0.07787297666072845,
0.0033172147814184427,
-0.03406890109181404,
-0.0378173291683197,
0.0016285512829199433,
0.17468418180942535,
0.14436595141887665,
0.07670074701309204,
-0.018170222640037537,
-0.12715241312980652,
0.011177051812410355,
0.04855913668870926,
0.05172306299209595,
-0.04483100771903992,
-0.031188545748591423,
0.21232262253761292,
-0.12014889717102051,
0.04454215243458748,
-0.006694146431982517,
-0.008590037934482098,
0.010534912347793579,
-0.005982778966426849,
-0.049038566648960114,
-0.03788432478904724,
-0.148992121219635,
-0.15680280327796936,
0.11952607333660126,
-0.03443474322557449,
-0.009466748684644699,
-0.17385894060134888,
0.06695250421762466,
-0.08063670247793198,
0.1111515536904335,
-0.05964672192931175,
-0.08919277042150497,
0.07400178909301758,
-0.08179539442062378,
0.010917145758867264,
-0.10002771019935608,
0.030084840953350067,
-0.05879339575767517,
0.15256229043006897,
-0.0588756687939167,
0.058464743196964264,
-0.06250129640102386,
-0.1272299885749817,
0.14816193282604218,
0.11261296272277832,
-0.20878300070762634,
0.07267408818006516,
-0.19025585055351257,
0.04558248072862625,
-0.06399069726467133,
0.09287825971841812,
-0.14967121183872223,
0.0832153856754303,
0.0884755551815033,
-0.07130222767591476,
-0.08636317402124405,
-0.062446922063827515,
-0.0917036235332489,
0.04213356599211693,
0.02685438096523285,
-0.07510712742805481,
0.14564858376979828,
-0.1311965137720108,
0.06008942797780037,
0.10980391502380371,
0.23106127977371216,
0.06301818042993546,
-0.11306808888912201,
0.4958252012729645,
-0.08599810302257538,
-0.10827255249023438,
-0.07431084662675858,
0.00557404151186347,
-0.010929758660495281,
0.19725823402404785,
0.07282532006502151,
0.12956568598747253,
0.12012496590614319,
-0.32143303751945496,
-0.003951505292207003,
0.031411223113536835,
0.2858768403530121,
0.007240592502057552,
-0.04573579132556915,
-0.15110504627227783,
-0.06919705122709274,
-0.05780123919248581,
0.045537661761045456,
0.08062059432268143,
0.05595998466014862,
-0.19111478328704834,
0.20023339986801147,
0.030304836109280586,
0.16707292199134827,
-0.019236214458942413,
0.14964352548122406,
-0.0109718581661582,
0.08966008573770523,
-0.1306983232498169,
-0.10273553431034088,
0.05057602375745773,
-0.10228367894887924,
-0.014037727378308773,
0.01175781711935997,
-0.19365377724170685,
0.07810384780168533,
-0.09055490046739578,
-0.024642886593937874,
-0.007601541467010975,
0.024362703785300255,
0.1254616379737854,
-0.048288214951753616,
0.038688793778419495,
-0.023422805592417717,
-0.039048850536346436,
0.09871713072061539,
-0.12935157120227814,
-0.08097562938928604,
-0.08026036620140076,
0.09477176517248154,
-0.016387617215514183,
0.016990656033158302,
-0.08228129148483276,
-0.013419480063021183,
0.09099746495485306,
-0.12665517628192902,
-0.11556627601385117,
-0.06357208639383316,
0.13796506822109222,
-0.03748014569282532,
-0.06792362779378891,
-0.11707259714603424,
-0.03880562260746956,
0.021529851481318474,
0.1335168182849884,
-0.20159269869327545,
-0.020768262445926666,
0.03235907480120659,
0.17776764929294586,
-0.13711069524288177,
0.054383035749197006,
0.1364498734474182,
-0.0664997398853302,
-0.13668900728225708,
-0.05714643374085426,
0.06318619847297668,
-0.04915833845734596,
-0.037615757435560226,
-0.030773334205150604,
0.16446112096309662,
-0.04886315017938614,
-0.18910305202007294,
0.07617077976465225,
-0.016795340925455093,
0.09917127341032028,
-0.018028702586889267,
0.17936013638973236,
0.1950056403875351,
-0.07366102188825607,
0.06003068387508392,
-0.06908491253852844,
0.010838094167411327,
-0.01070399209856987,
-0.02660319395363331,
0.013416670262813568,
-0.06685419380664825,
-0.02624829299747944,
-0.03683823347091675,
-0.09697310626506805,
-0.18608561158180237,
0.0381377749145031,
0.14146940410137177,
-0.1311713010072708,
0.07777606695890427,
-0.01577705889940262,
-0.17565688490867615,
0.03242841362953186,
0.033038247376680374,
-0.10881786793470383,
-0.11456996947526932,
-0.020494369789958,
0.029386846348643303,
0.09281162917613983,
0.1401824951171875,
0.15178707242012024,
0.040599074214696884,
0.09011775255203247,
-0.24185405671596527,
-0.048800211399793625,
0.0538560152053833,
0.024362187832593918,
0.08835064619779587,
-0.12078657001256943,
-0.029829923063516617,
-0.050800859928131104,
-0.027568737044930458,
0.11569537967443466,
-0.08833982795476913,
-0.07752125710248947,
0.04416066035628319,
0.10488185286521912,
-0.03403449431061745,
-0.036388035863637924,
-0.028469476848840714,
0.00013972366286907345,
-0.02620040997862816,
0.019505295902490616,
0.03172631934285164,
-0.009704504162073135,
-0.008721652440726757,
0.02358195185661316,
-0.02107628993690014,
0.10953398793935776,
-0.12684720754623413,
-0.011352095752954483,
0.20320820808410645,
0.11569026112556458,
0.06384299695491791,
0.07973365485668182,
0.07756686955690384,
-0.014700566418468952,
-0.07601739466190338,
-0.15688274800777435,
0.043123140931129456,
-0.07327551394701004,
0.11937576532363892,
-0.16742980480194092,
-0.06767740845680237,
-0.032997481524944305,
0.03229013830423355,
-0.07201521098613739,
0.020497772842645645,
0.1007266715168953,
0.10656307637691498,
-0.006670929957181215,
0.045204728841781616,
-0.11228744685649872,
0.03726661205291748,
-0.09642747044563293,
-0.021383125334978104,
0.09304244816303253,
0.16754911839962006,
0.046043168753385544,
-0.06674063950777054,
0.05671413242816925,
-0.1691814512014389,
-0.09079419821500778,
0.02362711913883686,
-0.03823481500148773,
0.032727308571338654,
0.027651354670524597,
-0.06272287666797638,
0.25346511602401733,
-0.0711563304066658,
-0.09735190868377686,
0.09871630370616913,
-0.09277880936861038,
0.17078223824501038,
-0.04301628842949867,
-0.12943820655345917,
0.09328215569257736,
-0.03212863951921463,
0.07257618755102158,
-0.0919959545135498,
-0.09690722078084946,
-0.014983730390667915,
-0.02383156679570675,
0.1599690020084381,
0.2708745300769806,
0.004232767503708601,
0.06919010728597641,
-0.18598918616771698,
-0.18889376521110535,
0.12317569553852081,
0.20423759520053864,
-0.018112223595380783,
0.05860372632741928,
0.04035134240984917,
0.23361057043075562,
-0.036147184669971466,
0.09624502807855606,
0.15925373136997223,
-0.05318930000066757,
0.0999671220779419,
-0.1810319870710373,
-0.05631474032998085,
0.24686497449874878,
-0.29344862699508667,
-0.08175241202116013,
-0.1502540409564972,
0.03189156949520111,
-0.21783162653446198,
-0.0316685251891613,
0.0770697370171547,
0.011430091224610806,
-0.20418010652065277,
0.12323997914791107,
-0.05420595780014992,
-0.06644335389137268,
0.017708318307995796,
-0.031245650723576546,
-0.069255530834198,
0.029646968469023705,
-0.010673110373318195,
-0.043574053794145584,
0.04528564214706421,
-0.010181069374084473,
0.17210781574249268,
-0.11144612729549408,
-0.03275112062692642,
-0.01416890136897564,
-0.11918938905000687,
0.16780740022659302,
-0.04347151517868042,
-0.07990653067827225,
-0.1383093297481537,
-0.07701651751995087,
0.13612787425518036,
0.06718118488788605,
-0.03026001900434494,
-0.10584010183811188,
0.1504666954278946,
0.04537953436374664,
-0.04277321323752403,
-0.07999415695667267,
-0.05302651226520538,
0.06232829764485359,
-0.06967832148075104,
0.006939463783055544,
0.03764990344643593,
-0.16889509558677673,
-0.0128104779869318,
-0.12893931567668915,
0.004090023227035999,
-0.10927903652191162,
0.02363210916519165,
-0.0021094942931085825,
0.09061166644096375,
-0.15584534406661987,
0.10387682914733887,
-0.05615909397602081,
-0.08126594126224518,
-0.12864066660404205,
-0.10040390491485596,
0.049997348338365555,
-0.06948837637901306,
-0.2262738049030304,
0.07372745871543884,
-0.0751219317317009,
-0.023589715361595154,
0.0006566792726516724,
0.015917714685201645,
0.015185697935521603,
0.1439286172389984,
-0.048737782984972,
0.04775804653763771,
-0.03251831233501434,
-0.08096536993980408,
0.11022157967090607,
0.08137879520654678,
0.06090184673666954,
-0.00013641569239553064,
-0.08019585907459259,
0.029292188584804535,
0.0633009821176529,
-0.12884356081485748,
0.08761142194271088,
0.026820791885256767,
-0.08458266407251358,
0.07295160740613937,
0.15415427088737488,
-0.0795522928237915,
0.11442394554615021,
0.02001115493476391,
0.09106463938951492,
-0.016615290194749832,
-0.21292705833911896,
0.10298934578895569,
0.05502275377511978,
0.0073677487671375275,
-0.2833021283149719,
0.02874218113720417,
-0.11885728687047958,
0.14102113246917725,
0.07653405517339706,
0.09427811205387115,
-0.18969523906707764,
0.029876410961151123,
0.09227520227432251,
-0.013809707947075367,
-0.19043710827827454,
0.2721906006336212,
-0.09463087469339371,
0.16874489188194275,
-0.0929885283112526,
-0.20977464318275452,
0.11410222947597504,
-0.24532605707645416,
0.1033991351723671,
-0.10767566412687302,
0.1346479207277298,
0.04692460969090462,
-0.06546223908662796,
-0.06456930190324783,
-0.016968602314591408,
-0.17973142862319946,
0.006486006546765566,
0.12100864946842194,
0.16770276427268982,
0.09269894659519196,
-0.02782367542386055,
0.08303628861904144,
-0.01005392987281084,
0.12554210424423218,
-0.0039508226327598095,
0.06577645242214203,
-0.16509583592414856,
0.04058369994163513,
-0.1464710533618927,
0.06944134086370468,
0.004074519500136375,
0.030400428920984268,
-0.23784418404102325,
-0.16445674002170563,
0.17691773176193237,
-0.04592552036046982,
-0.12712617218494415,
-0.0823761522769928,
0.09494348615407944,
0.1738746613264084,
0.09308170527219772,
-0.06952536106109619,
-0.018745578825473785,
0.057547252625226974,
0.07872483134269714,
0.09157146513462067,
0.04403744265437126,
0.016956856474280357,
-0.09269630163908005,
-0.029361916705965996,
-0.06743098795413971,
-0.28720706701278687,
0.07613074034452438,
0.005947081837803125,
-0.04800977557897568,
0.05805841088294983,
-0.22678130865097046,
0.00736323744058609,
-0.036018453538417816,
-0.09721697121858597,
0.21445755660533905,
0.14375033974647522,
-0.037552669644355774,
0.07481253147125244,
0.047465730458498,
0.12795665860176086,
0.0499894879758358,
0.3371717631816864,
0.1206621453166008,
0.04664211347699165,
0.07534867525100708,
0.11638755351305008,
-0.1137082502245903,
-0.01809467002749443,
0.027630813419818878,
-0.07026474177837372,
0.10068340599536896,
-0.033441174775362015,
-0.02745586819946766,
-0.09059090167284012,
-0.016674429178237915,
-0.09251946210861206,
-0.1066908910870552,
-0.14217059314250946,
-0.0029501612298190594,
-0.10616209357976913,
-0.12213589251041412,
0.23970355093479156,
-0.06059916317462921,
0.09325772523880005,
-0.027130169793963432,
0.08298519998788834,
-0.11706145107746124,
-0.025369465351104736,
0.02586756832897663,
-0.10644304752349854,
0.07422038167715073,
0.011267676949501038,
0.040812499821186066,
0.11823710054159164,
-0.12311052531003952,
0.036918528378009796,
-0.09282504767179489,
-0.07867162674665451,
0.09925122559070587,
0.00831183698028326,
0.07572954893112183,
0.18012267351150513,
-0.11015387624502182,
0.25394564867019653,
0.0647750273346901,
-0.010540131479501724,
-0.14140892028808594,
0.09216330945491791,
0.14021435379981995,
-0.07399103045463562,
0.030010830610990524,
-0.0632258877158165,
0.026569640263915062,
-0.31273141503334045,
0.09507186710834503,
0.048706747591495514,
0.03564697876572609,
0.0877167135477066,
0.044927213340997696,
0.0967792421579361,
-0.12211425602436066,
-0.1670200675725937,
0.09019871801137924,
0.036771178245544434,
-0.01080002449452877,
0.07695483416318893,
0.17063258588314056,
0.04803616926074028,
-0.10535462200641632,
0.06133848801255226,
0.10331029444932938,
-0.0652971938252449,
0.12990865111351013,
0.06802456825971603,
0.031069843098521233,
-0.06295310705900192,
-0.0010956355836242437,
-0.042811691761016846,
0.05890437588095665,
-0.03734767809510231,
-0.0005172397359274328,
0.023220261558890343,
-0.13965068757534027,
-0.07897917926311493,
-0.0788731500506401,
0.023132644593715668,
0.04229813814163208,
0.0890314057469368,
-0.07917604595422745,
-0.03219835087656975,
0.1405557245016098,
-0.03651417791843414,
-0.04889789968729019,
0.03253275156021118,
-0.08247864246368408,
-0.03458242863416672,
-0.04264979436993599,
-0.04301273822784424,
-0.09590031951665878,
0.13572357594966888,
0.0012255808105692267,
0.16827429831027985,
0.0843420997262001,
-0.09352738410234451,
0.03125839680433273,
-0.28809845447540283,
0.08971253037452698,
-0.049394357949495316,
0.11219234764575958,
-0.16251173615455627
] | [
-0.6405137181282043,
-0.40237531065940857,
-0.4379032552242279,
0.4858168959617615,
0.026843443512916565,
0.8250871896743774,
0.591051459312439,
0.49869590997695923,
-0.05352409556508064,
-0.5380819439888,
-0.030063176527619362,
0.1934276521205902,
-0.17665459215641022,
-0.2884982228279114,
0.21587994694709778,
0.6314683556556702,
0.07805005460977554,
0.01826055534183979,
0.7228599190711975,
-0.17166107892990112,
0.09680569171905518,
-0.02651747688651085,
0.3800112009048462,
0.005414656829088926,
-0.27775484323501587,
-0.3200223743915558,
-0.5080534815788269,
-0.2075829803943634,
-0.3583580255508423,
0.2830114960670471,
-0.5827750563621521,
0.12257585674524307,
0.436928391456604,
0.3532000184059143,
0.564717710018158,
0.048827674239873886,
-0.07594364136457443,
-0.12622830271720886,
0.053892455995082855,
0.07402795553207397,
-0.5602610111236572,
0.11546620726585388,
0.21992602944374084,
0.2670930027961731,
0.18983040750026703,
-0.04674329236149788,
-1.2200636863708496,
0.3175443112850189,
-0.17276346683502197,
-0.8183501362800598,
-0.5250676274299622,
-0.19748036563396454,
0.3238544166088104,
0.5963900089263916,
0.11509183794260025,
-0.107943594455719,
0.35183751583099365,
0.2924298644065857,
-0.15422554314136505,
0.19241882860660553,
0.8530176877975464,
0.5063220262527466,
0.34927883744239807,
0.2658578157424927,
-0.23652294278144836,
0.05941621586680412,
0.42366692423820496,
0.050829172134399414,
-0.19484123587608337,
-0.711532711982727,
0.17822271585464478,
0.7535077333450317,
0.14014923572540283,
0.10093405097723007,
-0.3228948712348938,
0.20055116713047028,
-0.19007807970046997,
0.28901323676109314,
0.10063039511442184,
-0.03848069906234741,
-0.1955675482749939,
-0.8078544735908508,
0.04586132615804672,
-0.11808034032583237,
-0.24477964639663696,
-0.40330132842063904,
0.8196008801460266,
-0.13639597594738007,
-0.9123497605323792,
0.4288228750228882,
-0.7800590991973877,
0.031614482402801514,
0.29552367329597473,
0.5088914632797241,
0.5439472794532776,
-0.18054720759391785,
-0.21971161663532257,
-0.05083504319190979,
0.6170822978019714,
-0.712860107421875,
-0.5503864288330078,
-0.9498862028121948,
-0.5838750004768372,
-0.03559653460979462,
-0.6456656455993652,
0.021811138838529587,
-1.0994744300842285,
0.11977823823690414,
-0.3225787580013275,
0.3308296799659729,
-0.7427442669868469,
-0.19227683544158936,
0.3549487292766571,
0.19111023843288422,
-0.39548635482788086,
-0.023019053041934967,
-0.0343155562877655,
-0.17994794249534607,
-0.1811835765838623,
-0.1845594048500061,
-0.005594165064394474,
0.1260816603899002,
-0.17074158787727356,
0.2197311520576477,
-0.20783691108226776,
0.035901594907045364,
-0.366798460483551,
0.30805057287216187,
-0.12659867107868195,
0.17417366802692413,
-0.03723131865262985,
-0.23911958932876587,
-0.2008027583360672,
0.026582183316349983,
-0.21551357209682465,
-0.5486097931861877,
-0.21325384080410004,
0.052347972989082336,
-0.03783343732357025,
0.07125475257635117,
-0.13377344608306885,
0.008458757773041725,
0.27349352836608887,
-0.34788942337036133,
0.39084601402282715,
-0.6821686029434204,
-0.6143672466278076,
0.24633195996284485,
-0.7538977265357971,
0.05913751944899559,
0.25489965081214905,
0.35555312037467957,
-0.1638355553150177,
0.3167976140975952,
0.3675808012485504,
0.3050578832626343,
0.007362578995525837,
-0.15388232469558716,
-0.3047502338886261,
-0.0821155235171318,
0.35859501361846924,
0.6810493469238281,
0.2259669452905655,
-0.08428235352039337,
0.7316536903381348,
-0.22368060052394867,
-0.6080368161201477,
0.48941099643707275,
-0.19647999107837677,
0.2771236002445221,
-0.5139791965484619,
-0.662840723991394,
0.27492234110832214,
-0.1847514808177948,
-0.250088095664978,
0.48996007442474365,
0.2121702879667282,
0.3231496810913086,
0.4580309987068176,
-0.3447554409503937,
-0.23925529420375824,
0.034911416471004486,
-0.20812639594078064,
0.06909839808940887,
0.10304594039916992,
-0.3709271252155304,
0.7266157865524292,
-0.01675555296242237,
0.24747776985168457,
-0.05028047785162926,
-0.44722867012023926,
0.11035291850566864,
0.42860254645347595,
0.007925187237560749,
0.03177899494767189,
-0.14207139611244202,
0.025058120489120483,
-0.006179651711136103,
-0.5869449973106384,
-0.5620450377464294,
-0.08105451613664627,
-0.01896088942885399,
0.08508529514074326,
-0.06164143607020378,
-0.6453149318695068,
0.2898566424846649,
-0.19194786250591278,
-0.8347829580307007,
-0.17305921018123627,
0.16413678228855133,
-0.01736634038388729,
0.29173094034194946,
-0.31920695304870605,
0.2484014332294464,
0.03193426504731178,
-0.05750153586268425,
-0.5523152947425842,
-0.37817129492759705,
-0.031182529404759407,
0.010498217307031155,
0.6141337156295776,
0.005562508013099432,
0.5754885673522949,
0.09742695093154907,
0.24905730783939362,
0.595888614654541,
0.3569446802139282,
-0.04178495332598686,
0.2616642415523529,
-0.33417198061943054,
-0.44338324666023254,
-0.18796509504318237,
-0.07724089920520782,
0.09030621498823166,
-0.18053226172924042,
-0.038269173353910446,
0.2791324555873871,
-0.3814674913883209,
0.440965473651886,
-0.4539218246936798,
-0.437311589717865,
0.27674201130867004,
-0.39244967699050903,
0.32035577297210693,
-0.34466156363487244,
0.2573222815990448,
0.030993448570370674,
0.2983739972114563,
-0.009839211590588093,
-0.38673514127731323,
0.11693607270717621,
-0.066309355199337,
-0.4121782183647156,
-0.1592489331960678,
0.7279937863349915,
-0.3668922781944275,
-0.6626343131065369,
-0.6304081082344055,
0.43349120020866394,
0.1777256727218628,
-0.11462395638227463,
0.4747953712940216,
0.04924236983060837,
-0.6568655371665955,
0.10712870955467224,
-0.2694474160671234,
-1.0508304834365845,
-1.1156034469604492,
0.39187684655189514,
-0.21080021560192108,
0.3013175129890442,
-0.02215932123363018,
-0.2811366319656372,
-0.37139707803726196,
-0.48152124881744385,
0.3146005868911743,
-0.023905877023935318,
0.2040567845106125,
-0.2825774848461151,
-0.6946139335632324,
0.10420634597539902,
0.7348901629447937,
-0.4308755397796631,
-0.3500937521457672,
-0.7078908085823059,
0.032581526786088943,
-0.06528077274560928,
-0.14389154314994812,
0.4443519115447998,
-0.3639358878135681,
-0.5161067247390747,
0.380062073469162,
0.3595781922340393,
0.2841747999191284,
-0.1788645088672638,
-0.1404784470796585,
-0.35559791326522827,
0.7628968358039856,
0.7743830680847168,
-0.26581716537475586,
0.2301884889602661,
0.248964324593544,
0.04240370914340019,
0.33601459860801697,
0.686220645904541,
-0.11663446575403214,
0.05191066861152649,
0.05023445561528206,
-5.926717758178711,
0.15985824167728424,
0.41227540373802185,
0.03696600720286369,
-0.06717564165592194,
-0.685660183429718,
-0.4523402154445648,
-0.00650072330608964,
0.6943573951721191,
-0.029640253633260727,
-0.2096613347530365,
-0.25302255153656006,
-0.2442178875207901,
0.3812408447265625,
0.215958833694458,
0.19777575135231018,
0.4026188850402832,
-0.5023983120918274,
0.30367109179496765,
0.43691158294677734,
0.02853456512093544,
0.1861387938261032,
-0.08519032597541809,
0.40896081924438477,
-0.1732265204191208,
0.446936696767807,
-0.3138706386089325,
0.4826297461986542,
-0.7074016332626343,
-0.14766176044940948,
-0.5846761465072632,
-0.09030564874410629,
-0.591183602809906,
-0.501499593257904,
-0.005868382286280394,
0.3856718838214874,
-0.028344735503196716,
-0.19734036922454834,
0.5262187719345093,
0.26671701669692993,
-0.3591674566268921,
0.4326573610305786,
-0.2670843005180359,
0.5088358521461487,
0.3468944728374481,
0.278751939535141,
0.9903849363327026,
0.050294771790504456,
-0.24699676036834717,
0.21231505274772644,
0.2671973407268524,
0.200454980134964,
0.8399147987365723,
-0.1555546373128891,
0.14770430326461792,
0.22617369890213013,
-0.34804847836494446,
-0.7687944769859314,
0.28784874081611633,
-0.1287899911403656,
-0.20163242518901825,
-0.1705934703350067,
0.31160253286361694,
0.3891797363758087,
-0.6762845516204834,
-0.03927423804998398,
-0.24367013573646545,
0.7660377025604248,
0.6083751916885376,
-0.11142442375421524,
0.4186219871044159,
0.13385175168514252,
-0.10049636662006378,
-0.7557066679000854,
-0.07680846005678177,
-0.09487045556306839,
-0.030416471883654594,
-0.056824762374162674,
-0.49155884981155396,
-0.19291633367538452,
-0.1154153123497963,
-0.0441974475979805,
0.0636155754327774,
0.12494843453168869,
0.5879583358764648,
-0.5662126541137695,
0.04872671514749527,
0.01690656691789627,
-0.14738738536834717,
0.15299998223781586,
-0.4060676395893097,
-1.2508771419525146,
0.4381316006183624,
-0.48191437125205994,
0.8022720813751221,
0.5865172743797302,
-0.029726622626185417,
0.0035025940742343664,
0.30741146206855774,
-0.19067350029945374,
0.10247617214918137,
0.15762104094028473,
-0.29479309916496277,
0.2469588965177536,
-0.14295031130313873,
0.6153372526168823,
-0.2612922787666321,
0.410405695438385,
0.3434380888938904,
-0.9637153744697571,
0.37005409598350525,
0.8671360015869141,
-0.07724590599536896,
0.5419739484786987,
-0.22870415449142456,
-0.195687398314476,
-0.13765989243984222,
-0.11901091784238815,
-0.3170420229434967,
-0.813113808631897,
-0.09001196175813675,
0.2522040605545044,
-0.1321377009153366,
-0.44381189346313477,
-0.1272321492433548,
0.337159663438797,
-0.034877993166446686,
-0.18754339218139648,
0.10602138191461563,
0.9518159627914429,
0.4172194004058838,
0.08056331425905228,
0.23670290410518646,
-0.26023632287979126,
0.598850429058075,
0.0900973454117775,
0.13066397607326508,
-0.677077054977417,
-0.3661991357803345,
0.04574254900217056,
0.3012562394142151,
0.02984621934592724,
-0.04079459235072136,
-0.1463468372821808,
0.3255300521850586,
-0.3803701400756836,
0.16178934276103973,
-0.2730391025543213,
-0.1169378012418747,
-0.32213449478149414,
-0.026793222874403,
-0.11395637691020966,
0.5738397836685181,
-0.14538982510566711,
-0.12061220407485962,
-0.4149736762046814,
-0.04234865680336952,
-0.3475729525089264,
-0.343759149312973,
-0.43574774265289307,
0.4395364224910736,
-0.5820834040641785,
-0.03472289443016052,
0.03676805645227432,
0.13348166644573212,
-0.3336793780326843,
-0.10264715552330017,
0.0874810665845871,
0.27708879113197327,
-0.2545282542705536,
-0.018138179555535316,
-0.6050015687942505,
0.09920167922973633,
0.16164147853851318,
0.14675846695899963,
0.012121990323066711,
-0.3198172152042389,
0.01902514323592186,
-0.26108139753341675,
0.07013783603906631,
-0.22209352254867554,
-0.2217928171157837,
-0.3744063675403595,
0.4201135039329529,
-0.04484299197793007,
0.3405519723892212,
-0.7450613975524902,
0.024716639891266823,
0.45330923795700073,
0.6937953233718872,
0.0752611756324768,
-0.832017183303833,
-0.045036546885967255,
0.5537779331207275,
-0.18164633214473724,
-0.35486695170402527,
0.25607869029045105,
-0.2295973151922226,
-0.02589963562786579,
-0.12025386095046997,
0.1403854638338089,
-0.2387540489435196,
-0.2451774626970291,
0.13782870769500732,
-0.5679054260253906,
-0.41225868463516235,
0.4581570625305176,
-0.20775218307971954,
-0.23662292957305908,
0.04961321875452995,
-0.18901465833187103,
-0.6870233416557312,
-0.5773178935050964,
0.18307825922966003,
-0.2945728302001953,
-0.38617920875549316,
-0.22496278584003448,
0.015849879011511803,
-0.268669992685318,
-0.2749374806880951,
0.03696984052658081,
-0.8148856163024902,
-0.38810479640960693,
-0.025172395631670952,
-0.1502196341753006,
0.04896705970168114,
0.22394172847270966,
-0.05397177115082741,
0.2469419240951538,
-0.03264225274324417,
-0.42337819933891296,
1.041951298713684,
-0.23077920079231262,
0.5565585494041443,
-0.31003889441490173,
0.608592689037323,
-0.7702485918998718,
0.08621510863304138,
-0.6096031665802002,
-0.02853826992213726,
0.29969823360443115,
0.2085707187652588,
-0.4000083804130554,
0.6077346205711365,
-0.518153965473175,
0.34654539823532104,
0.28409817814826965,
-0.6033403873443604,
-0.05450035631656647,
0.4529287815093994,
-0.6848151683807373,
0.0723842903971672,
0.20467908680438995,
-0.10367891937494278,
0.44089752435684204,
-0.36706554889678955,
0.18545079231262207,
-0.10165735334157944,
0.12503987550735474,
-0.046692509204149246,
-0.07009854167699814,
0.18909285962581635,
0.35962802171707153,
0.08282849192619324,
0.04460080713033676,
0.0568276047706604,
0.6421523094177246,
0.2641369700431824,
0.06410586833953857,
0.27596914768218994,
0.29972729086875916,
-0.7036498188972473,
-0.16414666175842285,
0.033663712441921234,
0.07351209223270416,
0.20434892177581787,
-0.46359142661094666,
-0.5439566373825073,
-0.9238333106040955,
0.7518335580825806,
-0.23520536720752716,
0.1129995658993721,
-0.23092907667160034,
0.11087613552808762,
-0.09935221821069717,
-0.9354085326194763,
0.16645683348178864,
0.17975454032421112,
-0.5378636717796326,
-0.5492104291915894,
0.41337937116622925,
0.5800880789756775,
0.10638631135225296,
-0.33817175030708313,
0.5746670961380005,
-0.022355975583195686,
-0.2026936411857605,
0.31927573680877686,
0.40780094265937805,
-0.05101113021373749,
-0.13658465445041656,
-0.8546320796012878,
-0.2016657441854477,
0.03351324796676636,
-0.1771748811006546,
-0.37395960092544556,
-0.03345078229904175,
-0.6526021361351013,
0.12836319208145142,
0.1983776092529297,
0.6344493627548218,
-0.4830472469329834,
0.00027233120636083186,
0.5377674102783203,
0.24042531847953796,
-0.018643002957105637,
0.20486709475517273,
-0.12828630208969116,
0.4258779287338257,
0.036379870027303696,
-0.12309711426496506,
0.968438446521759,
0.34873682260513306,
-0.10962457954883575,
-0.2355499267578125,
0.5139114856719971,
0.04202704504132271,
0.39189770817756653,
-0.1655423492193222,
0.05406373739242554,
0.7246348261833191,
0.09051239490509033,
0.22606003284454346,
0.4750409722328186,
-0.2502919137477875,
-0.41616392135620117,
0.3024485409259796,
-0.09973996132612228,
0.31970423460006714,
0.7033059597015381,
-0.14586137235164642,
-0.6549742221832275,
0.41837021708488464,
0.5309693217277527,
-0.09886568039655685,
0.3642052412033081,
0.17431573569774628,
0.18348105251789093,
-0.7551875710487366,
0.7793015241622925,
0.3865963816642761,
0.42172300815582275,
0.010295970365405083,
0.6963356733322144,
-0.21687792241573334,
-0.13037286698818207,
0.6820765137672424,
-0.027327176183462143,
-0.17987865209579468,
-0.07623502612113953,
0.5820028185844421,
0.35144758224487305,
0.09853458404541016,
-0.41020703315734863,
-1.1194757223129272,
0.6177181005477905,
0.2997124493122101,
-0.031544096767902374,
-0.06057187542319298,
-0.3863482177257538,
-0.5932437181472778,
-0.016541818156838417,
-0.17606118321418762,
0.8261231780052185,
0.457338809967041,
0.6508395075798035,
-0.0012006243923678994,
0.5394740104675293,
0.15253518521785736,
0.1912892609834671,
-0.43653446435928345,
0.17960892617702484,
-0.6596009135246277,
-0.2381877303123474,
0.01935752108693123,
-0.3261159658432007,
-0.1887521892786026,
0.29278498888015747,
0.3507181704044342,
0.19733290374279022,
-0.1805429607629776,
0.6191128492355347,
0.22348980605602264,
0.17281083762645721,
-0.2651877999305725,
-0.0181918703019619,
0.0824960470199585,
0.4466002881526947,
-0.030238976702094078,
0.28071486949920654,
0.23278141021728516,
0.2960681915283203,
0.18854571878910065,
0.32386285066604614,
-0.22935795783996582,
0.16373533010482788,
-0.31030547618865967,
0.3944079577922821,
-0.10205652564764023,
-0.27200567722320557,
0.2351718693971634,
0.1578563153743744,
-0.4197356700897217,
0.30079665780067444,
0.5369536876678467,
-0.018321508541703224,
-0.19461378455162048,
-0.057749275118112564,
0.5191723704338074,
-0.5366772413253784,
-0.2823029160499573,
-0.30010727047920227,
0.48116350173950195,
0.5730797052383423,
0.4100930392742157,
0.7864708304405212,
-0.25818997621536255,
0.06303063780069351,
-0.14138896763324738,
0.10440759360790253,
-0.022119775414466858,
-0.05415227636694908,
-0.4690716862678528,
-0.0709342360496521,
-0.22036102414131165,
-0.42220842838287354,
0.48474106192588806,
-0.46471768617630005,
0.4343828856945038,
-0.17350706458091736,
-0.04658008739352226,
0.04700089618563652,
0.530000627040863,
-0.028570136055350304,
0.434516042470932,
-0.6207054853439331,
0.6326807737350464,
0.35986989736557007,
-0.19263778626918793,
0.8151133060455322,
-0.0821625366806984,
-0.09531925618648529,
0.04366768151521683,
-0.11371362954378128,
0.5795555710792542,
-0.13917334377765656,
-0.04046087712049484,
-0.2095411717891693,
0.17678895592689514,
0.14281535148620605
] |
|
Representing relationships as translations in vector space lives at the heart of many neural embedding models such as word embeddings and knowledge graph embeddings. In this work, we study the connections of this translational principle with collaborative ltering algorithms. We propose Translational Recommender Networks (TransRec), a new aentive neural architecture that utilizes the translational principle to model the relationships between user and item pairs. Our model employs a neural aention mechanism over a Latent Relational Aentive Memory (LRAM) module to learn the latent relations between user-item pairs that best explains the interaction. By exploiting adaptive user-item specic translations in vector space, our model also alleviates the geometric inexibility problem of other metric learning algorithms while enabling greater modeling capability and ne-grained ing of users and items in vector space. e proposed architecture not only demonstrates the state-of-the-art performance across multiple recommendation benchmarks but also boasts of improved interpretability. alitative studies over the LRAM module shows evidence that our proposed model is able to infer and encode explicit sentiment, temporal and aribute information despite being only trained on implicit feedback. As such, this ascertains the ability of TransRec to uncover hidden relational structure within implicit datasets. | [
0.023480473086237907,
0.021589770913124084,
-0.005595301277935505,
0.010317551903426647,
-0.014067581854760647,
-0.03268866986036301,
0.009256338700652122,
-0.018138282001018524,
-0.00959852896630764,
-0.007812398485839367,
-0.006232851184904575,
0.012916048057377338,
0.020495250821113586,
0.01855095475912094,
-0.010139308869838715,
-0.02126063033938408,
0.0055136652663350105,
0.025888433679938316,
0.011289442889392376,
-0.016112439334392548,
0.005062815733253956,
0.0021220589987933636,
0.008827971294522285,
0.005817473866045475,
-0.0030838316306471825,
0.01395871676504612,
-0.009040143340826035,
-0.01629587635397911,
0.010443982668220997,
-0.033930644392967224,
0.02567967399954796,
-0.011975012719631195,
0.0037838309071958065,
0.020154856145381927,
0.002891378477215767,
-0.011860333383083344,
-0.009976925328373909,
0.024486981332302094,
0.045677728950977325,
-0.005958846304565668,
0.016830746084451675,
-0.01306588388979435,
0.0036331445444375277,
-0.020250005647540092,
-0.008659573271870613,
0.0012137128505855799,
-0.0007831768598407507,
0.0038061784580349922,
-0.022890549153089523,
0.0029712780378758907,
-0.0028201239183545113,
-0.014053207822144032,
-0.0115090012550354,
0.03859082609415054,
-0.005498209502547979,
-0.019775480031967163,
0.017018062993884087,
-0.0065171485766768456,
0.01453409343957901,
0.019396692514419556,
-0.01258040964603424,
-0.005902162753045559,
0.0004005362279713154,
-0.005314967129379511,
0.011849584057927132,
-0.06702589243650436,
0.006554922554641962,
0.016101956367492676,
-0.006085173226892948,
0.04334023594856262,
-0.005256079137325287,
0.006783371791243553,
0.008116696029901505,
0.0015741698443889618,
0.002725762315094471,
-0.0014964797301217914,
0.003269727109000087,
0.0020602596923708916,
0.01110942754894495,
0.0147972097620368,
-0.00023047393187880516,
0.009974358603358269,
0.013765823096036911,
0.002408549189567566,
-0.0019949458073824644,
0.013081423938274384,
-0.012934071011841297,
0.004813352599740028,
-0.021241536363959312,
0.0032135015353560448,
0.018425261601805687,
0.002295619808137417,
-0.010066475719213486,
0.011757555417716503,
-0.013449594378471375,
0.013702774420380592,
-0.0031902010086923838,
0.002260006032884121,
0.005148566793650389,
0.0024601106997579336,
-0.022208163514733315,
0.03569744527339935,
0.018739160150289536,
-0.014341247268021107,
0.000612881500273943,
0.009215332567691803,
0.004386561457067728,
0.01595381088554859,
-0.0026224167086184025,
0.009892018511891365,
-0.000372369890101254,
0.005754541605710983,
-0.03204568848013878,
0.01577122136950493,
-0.0035743676126003265,
0.0009237539488822222,
0.013448466546833515,
-0.008383824490010738,
0.013097375631332397,
0.006300262175500393,
0.007560988422483206,
0.001370308455079794,
0.008432039059698582,
-0.046731650829315186,
0.011422946117818356,
0.01593877375125885,
-0.02138681709766388,
-0.005597813054919243,
0.0013176165521144867,
0.009091691114008427,
-0.013173161074519157,
0.013088949955999851,
0.008323314599692822,
-0.022527562454342842,
0.0036732505541294813,
0.0017882948741316795,
-0.006735929753631353,
0.0012684378307312727,
-0.0008690912509337068,
-0.013610657304525375,
0.01854674145579338,
0.0060020796954631805,
-0.0021200058981776237,
0.012234296649694443,
-0.0060218023136258125,
-0.005757446866482496,
-0.00752920750528574,
0.0034421272575855255,
-0.01115941721946001,
-0.016738232225179672,
-0.0019156469497829676,
0.008572963997721672,
-0.03709980845451355,
-0.014100606553256512,
0.026655398309230804,
0.03048887848854065,
-0.004221293609589338,
0.001029857899993658,
-0.004562496207654476,
0.004814455285668373,
-0.01675366424024105,
0.013456393033266068,
0.032929182052612305,
0.008272668346762657,
-0.025401510298252106,
0.0035724970512092113,
0.001449407311156392,
0.005908975377678871,
-0.025858890265226364,
0.006224323995411396,
-0.004146709106862545,
0.014580613933503628,
-0.002926267683506012,
0.009501200169324875,
-0.0031530328560620546,
-0.008615117520093918,
0.024234380573034286,
0.005171643104404211,
-0.019191419705748558,
0.06707991659641266,
0.004282297566533089,
0.0036101695150136948,
-0.0037561310455203056,
0.0033821414690464735,
-0.008949676528573036,
0.0032879910431802273,
0.016256745904684067,
-0.00639981497079134,
0.005284563172608614,
0.005371732637286186,
0.004097912926226854,
0.000035321805626153946,
-0.018578393384814262,
-0.010366330854594707,
0.018864061683416367,
0.002838697750121355,
0.003936751279979944,
0.002951711416244507,
-0.011014096438884735,
0.007791897282004356,
-0.02061385102570057,
-0.0270767193287611,
-0.001180858351290226,
-0.018178794533014297,
0.005142505280673504,
0.00435932632535696,
0.02075151912868023,
0.013955268077552319,
0.008315222337841988,
0.0003531724214553833,
0.02710139937698841,
-0.03099723532795906,
-0.010327444411814213,
-0.0031847660429775715,
0.00802052952349186,
-0.005377017892897129,
-0.018428681418299675,
0.009116723202168941,
0.015679018571972847,
-0.011022381484508514,
-0.006486812606453896,
-0.007873650640249252,
0.0030072545632719994,
-0.034074123948812485,
0.03532152622938156,
0.04600270837545395,
-0.009322980418801308,
0.009859228506684303,
0.014471814036369324,
-0.0018832198111340404,
0.017243532463908195,
-0.03888845071196556,
-0.011708486825227737,
0.011425171047449112,
0.02749844640493393,
0.016780992969870567,
0.007608895190060139,
-0.008418304845690727,
0.007886731065809727,
-0.0050650108605623245,
-0.008650355041027069,
-0.000573047436773777,
-0.005299151875078678,
-0.0027466360479593277,
0.004000251647084951,
-0.02482910081744194,
-0.001286504091694951,
-0.021473921835422516,
-0.004844446666538715,
-0.03918289393186569,
0.004965222906321287,
0.0051018958911299706,
0.006577924359589815,
0.04890136048197746,
0.0005877343937754631,
0.000735714565962553,
-0.00865665078163147,
-0.018167629837989807,
0.02148042619228363,
0.04374568909406662,
-0.0049599166959524155,
0.0102225411683321,
0.0032079992815852165,
0.008459420874714851,
-0.02803407423198223,
0.006614247336983681,
-0.020799972116947174,
0.001967683667317033,
-0.017152782529592514,
0.006275019142776728,
0.008105101995170116,
-0.010356211103498936,
0.0036396959330886602,
-0.08136091381311417,
-0.010524993762373924,
0.007019304670393467,
-0.007094350643455982,
0.008833945728838444,
-0.017646970227360725,
0.009159213863313198,
0.009293150156736374,
-0.021141085773706436,
-0.005820038728415966,
0.00714951753616333,
0.03637949749827385,
-0.02985008805990219,
0.011138281784951687,
0.0022823563776910305,
-0.013558793812990189,
0.012486785650253296,
-0.018376260995864868,
-0.009082002565264702,
-0.0347135066986084,
0.008537467569112778,
-0.01391044445335865,
-0.02372126094996929,
-0.0025852264370769262,
-0.042183756828308105,
0.03418218344449997,
0.008789964020252228,
0.018485361710190773,
-0.009916575625538826,
-0.007962225936353207,
-0.004334840923547745,
-0.015795942395925522,
-0.014123864471912384,
-0.03599214181303978,
0.014953220263123512,
-0.009600672870874405,
-0.012131612747907639,
-0.01965319737792015,
-0.009531212970614433,
0.027748264372348785,
-0.00426867138594389,
0.011150771751999855,
0.004909889306873083,
0.006369170732796192,
0.0047328658401966095,
0.018177572637796402,
0.010124733671545982,
0.01090339943766594,
0.01576419174671173,
-0.003428191877901554,
0.03770480304956436,
-0.004986214451491833,
-0.012158039025962353,
0.012683725915849209,
-0.0088006891310215,
-0.004327105358242989,
-0.006796116009354591,
0.005775840952992439,
-0.013282546773552895,
-0.004146367311477661,
-0.021817684173583984,
-0.03367198258638382,
0.0013078610645607114,
0.031535640358924866,
0.03602130711078644,
-0.012372566387057304,
-0.0012620333582162857,
-0.033615387976169586,
-0.002744335914030671,
0.011327387765049934,
0.005773513577878475,
-0.013867606408894062,
-0.02261996455490589,
-0.0037451605312526226,
-0.014476975426077843,
-0.0203761775046587,
-0.019464096054434776,
0.0022414596751332283,
0.024210486561059952,
-0.004626106936484575,
-0.03626982867717743,
0.0007111481390893459,
-0.021674130111932755,
-0.014538642950356007,
-0.01976531185209751,
-0.02456539496779442,
0.008138573728501797,
0.014594554901123047,
0.004737422335892916,
-0.005211572628468275,
0.029568824917078018,
-0.003437632694840431,
-0.008446509949862957,
0.0068281241692602634,
0.008391067385673523,
-0.03728445619344711,
-0.018915988504886627,
0.022236641496419907,
0.010035724379122257,
0.007938922382891178,
-0.0017772000283002853,
0.0054625459015369415,
0.0015088722575455904,
-0.015832535922527313,
0.022962477058172226,
0.011802882887423038,
-0.00912691093981266,
-0.004549339413642883,
-0.005962113384157419,
-0.00012518040603026748,
-0.027650294825434685,
-0.0035233136732131243,
-0.004684496205300093,
0.04118314012885094,
0.008548334240913391,
0.01945967599749565,
-0.007517704740166664,
-0.03862185776233673,
0.07273967564105988,
-0.006934414152055979,
-0.012475691735744476,
-0.01178229320794344,
-0.02235245704650879,
-0.002387935994192958,
-0.00596980657428503,
-0.00636074785143137,
0.007288229651749134,
-0.0017203061142936349,
0.00943492166697979,
0.014429116621613503,
0.01668158359825611,
0.0017890033777803183,
-0.0007920967182144523,
-0.023419072851538658,
0.013656542636454105,
0.03316022455692291,
0.008455643430352211,
-0.00648001953959465,
-0.0037433747202157974,
-0.020334603264927864,
0.0037732375785708427,
-0.016139965504407883,
-0.008130645379424095,
-0.027021098881959915,
0.009009968489408493,
-0.01370992697775364,
0.011701715178787708,
0.014270717278122902,
0.002911193063482642,
-0.013027021661400795,
-0.0070871771313250065,
-0.030874744057655334,
0.02231200784444809,
0.0082329623401165,
0.008060519583523273,
0.01286470890045166,
-0.003168221563100815,
0.008585792034864426,
0.00788192730396986,
-0.011262254789471626,
0.026294920593500137,
0.01712072268128395,
0.008588200435042381,
-0.025722740218043327,
-0.02115730755031109,
-0.005789461079984903,
-0.0017475043423473835,
-0.001149214105680585,
-0.007592308800667524,
0.011374651454389095,
0.011714255437254906,
-0.0072829765267670155,
0.02741655707359314,
-0.023463424295186996,
0.006135135889053345,
-0.012231385335326195,
0.009955376386642456,
-0.009959294460713863,
-0.009080413728952408,
-0.01728014089167118,
0.003803430125117302,
-0.02100120112299919,
-0.0024575963616371155,
-0.029570139944553375,
0.007404251489788294,
-0.005026109050959349,
0.021469583734869957,
0.018019085749983788,
-0.012241879478096962,
-0.010192390531301498,
0.004668514244258404,
-0.006052362732589245,
-0.00872498843818903,
-0.03308878839015961,
0.023612242192029953,
0.012736557982861996,
0.007057276554405689,
-0.00459312042221427,
0.00889389868825674,
0.004979862365871668,
0.018568620085716248,
0.018987467512488365,
0.024148231372237206,
0.010601060464978218,
-0.0024419245310127735,
-0.07479266077280045,
0.0008508566534146667,
0.020702656358480453,
-0.00749710388481617,
-0.004949416033923626,
0.030821543186903,
0.0014477415243163705,
-0.030197182670235634,
0.014293676242232323,
-0.003723384579643607,
0.03194637596607208,
-0.008083360269665718,
-0.018164275214076042,
-0.005665337201207876,
0.0056954193860292435,
0.005392867140471935,
-0.004747058264911175,
-0.007539075333625078,
0.000255366787314415,
0.011465352959930897,
0.016439657658338547,
0.0013873992720618844,
0.0022996114566922188,
0.008758164942264557,
0.003192767733708024,
-0.08163511753082275,
-0.034478120505809784,
0.004000019282102585,
-0.016985097900032997,
0.004886265378445387,
-0.015462006442248821,
0.01900935173034668,
-0.007587932050228119,
0.01792980544269085,
-0.01254308968782425,
0.0011005745036527514,
-0.008478321135044098,
-0.02384253963828087,
0.006434420123696327,
-0.006054820027202368,
-0.005658137146383524,
0.01709011383354664,
0.005533956922590733,
-0.009731542319059372,
-0.0021624555811285973,
-0.0058250161819159985,
0.0004385942593216896,
-0.010297931730747223,
0.009480791166424751,
-0.013751447200775146,
0.008027827367186546,
-0.03044385090470314,
0.01619844324886799,
-0.001205244567245245,
-0.013513896614313126,
0.003968110773712397,
0.00523165101185441,
-0.006945870351046324,
-0.03883150964975357,
-0.01458217203617096,
-0.006985623389482498,
0.013190468773245811,
-0.0014038836816325784,
-0.012638024985790253,
-0.014277053996920586,
0.0014443064574152231,
0.0035893814638257027,
0.004343138542026281,
-0.004414031282067299,
-0.02497120387852192,
-0.0072359247133135796,
0.0035038169007748365,
-0.0012878768611699343,
0.005777922458946705,
-0.007712060585618019,
0.011534664779901505,
-0.007036512717604637,
0.012902416288852692,
0.002963094739243388,
0.012737369164824486,
0.02644634060561657,
-0.0019511114805936813,
-0.01251833327114582,
0.01506512425839901,
0.0018021651776507497,
-0.005132240708917379,
0.015755925327539444,
0.0015512430109083652,
0.07199987024068832,
-0.011387794278562069,
0.022913455963134766,
-0.0006769651081413031,
0.001611140789464116,
0.0019633881747722626,
-0.03801216557621956,
-0.004289583303034306,
-0.019069157540798187,
-0.009506164118647575,
0.029228661209344864,
-0.009553419426083565,
-0.018762852996587753,
0.012706720270216465,
0.0010862669441848993,
-0.01383307296782732,
0.0004963441751897335,
-0.001725302543491125,
0.020084567368030548,
-0.011360213160514832,
-0.010142093524336815,
-0.01180404145270586,
-0.025870133191347122,
0.006689364556223154,
0.017826871946454048,
-0.0005457825027406216,
0.014647847041487694,
0.0018520844168961048,
-0.023109175264835358,
-0.027076121419668198,
-0.011665006168186665,
-0.0011182547314092517,
0.001256221323274076,
-0.006424201186746359,
0.03655507043004036,
0.006758476607501507,
-0.011215008795261383,
0.004316431004554033,
-0.007686559110879898,
-0.04464457929134369,
-0.030786456540226936,
-0.007832557894289494,
-0.0005280716577544808,
-0.006090423557907343,
0.00703240092843771,
0.001615867018699646,
0.040710821747779846,
0.009211452677845955,
-0.006208737846463919,
0.01659463159739971,
0.019042938947677612,
-0.003792750183492899,
0.008128080517053604,
-0.012260012328624725,
0.024107813835144043,
-0.010642225854098797,
-0.02111690305173397,
0.005499056540429592,
-0.014153212308883667,
-0.001270875334739685,
-0.016694415360689163,
-0.009753953665494919,
-0.011830995790660381,
-0.007329962216317654,
0.020855724811553955,
-0.0058313654735684395,
-0.0005235057324171066,
-0.023890182375907898,
-0.006683274172246456,
0.01746443472802639,
-0.009881647303700447,
-0.014913149178028107,
0.009173320606350899,
0.0028738779947161674,
0.0321122482419014,
0.026712488383054733,
-0.01513785868883133,
-0.0013239341787993908,
0.00876280665397644,
0.002107975073158741,
-0.01004924438893795,
0.0171776432543993,
-0.00022253580391407013,
0.041518840938806534,
-0.010786229744553566,
-0.021549411118030548,
-0.0037517864257097244,
-0.013867299072444439,
0.0017827022820711136,
0.01466158777475357,
0.0362233892083168,
0.001971243415027857,
0.004060349892824888,
0.009116153232753277,
0.00733193987980485,
0.03285597264766693,
-0.0076624369248747826,
0.002531078876927495,
-0.026203738525509834,
0.009817831218242645,
0.042867667973041534,
-0.006275753490626812,
0.022780662402510643,
0.0028589600697159767,
-0.005005456507205963,
0.001564855920150876,
-0.013493668287992477,
-0.016000179573893547,
0.0014315079897642136,
0.009055504575371742,
-0.005691994912922382,
-0.02672334760427475,
-0.014711452648043633,
0.007957597263157368,
0.0006519043818116188,
0.011193132027983665,
0.010119684040546417,
-0.007966847158968449,
0.0005038280505686998,
-0.010296913795173168,
-0.02631096914410591,
0.007307507563382387,
0.026540840044617653,
0.036492977291345596,
-0.0015019611455500126,
-0.008957188576459885,
-0.013556348159909248,
0.027849312871694565,
0.0029446224216371775,
-0.008486319333314896,
0.02320929989218712,
-0.006398563273251057,
-0.021019652485847473,
0.007581451442092657,
0.002846403745934367,
0.000421739649027586,
0.007473990321159363,
-0.01835835538804531,
0.010225261561572552,
-0.02245224267244339,
0.023075569421052933,
-0.020043009892106056,
0.007402045652270317,
0.011615900322794914,
0.006244068033993244,
-0.027500059455633163,
0.018647849559783936,
0.006148496642708778,
0.006503029260784388,
-0.0020043246913701296,
-0.00998732727020979,
0.0022328125778585672,
0.011769820004701614,
-0.00986250676214695,
0.007096771150827408,
0.012973463162779808,
0.00029709888622164726,
-0.014223507605493069,
-0.01079667080193758,
0.012129969894886017,
-0.020823093131184578,
0.010766911320388317,
0.003910902887582779,
0.0045973132364451885,
0.008902574889361858,
-0.0036193823907524347,
0.0005512231728062034,
0.007549791131168604,
-0.0034161736257374287,
-0.00814411323517561,
-0.0015457866247743368,
-0.017587833106517792,
0.014214393682777882,
0.001495561795309186,
-0.013747163116931915,
-0.01905485987663269,
-0.003954775631427765,
0.02454637736082077,
-0.00024331919848918915,
0.013194501399993896,
-0.0009691747836768627,
-0.026677986606955528,
0.003676048247143626,
-0.011592118069529533,
-0.01533825509250164,
0.0019913208670914173,
0.005808664485812187,
-0.004073099233210087,
0.0029018253553658724,
-0.0017961622215807438,
0.008558741770684719,
0.0036510860081762075,
-0.02041204459965229,
0.014736582525074482,
-0.008151832967996597,
0.0017311330884695053,
0.013205789029598236,
0.005319325253367424,
0.0012133666314184666,
0.0033832057379186153,
-0.014616978354752064,
-0.012279050424695015
] | [
-0.0362263023853302,
-0.1360369324684143,
0.587206244468689,
0.3852370083332062,
-0.04662488400936127,
0.3911047577857971,
-0.1393079161643982,
-0.25034284591674805,
-0.15370167791843414,
-0.6881284713745117,
0.04053890332579613,
0.5006672739982605,
-0.4152328372001648,
0.21066083014011383,
0.028965190052986145,
0.34132641553878784,
0.2743971645832062,
0.22162319719791412,
-0.15792465209960938,
-0.711251437664032,
-0.4848718047142029,
-0.015258713625371456,
0.24918316304683685,
-0.34924793243408203,
0.30422112345695496,
-0.2202630341053009,
0.6969164609909058,
0.36946728825569153,
-0.154072105884552,
0.03204089775681496,
0.2745896577835083,
0.4294390082359314,
-0.4722059667110443,
-0.19503505527973175,
-0.1358468234539032,
-0.07473413646221161,
-0.08012638986110687,
-0.10318239033222198,
-0.045405369251966476,
-0.7149397730827332,
0.560382604598999,
0.3133150637149811,
-0.419666051864624,
0.3097388744354248,
-0.21634434163570404,
-0.8315462470054626,
-1.6637850999832153,
-0.04907345399260521,
-0.14337359368801117,
-0.2632139325141907,
-0.5010854005813599,
0.33454087376594543,
0.36431416869163513,
0.15314319729804993,
-0.12469560652971268,
0.1705327183008194,
-0.3614581823348999,
-0.5628715753555298,
0.44577038288116455,
-0.4288504123687744,
0.010989946313202381,
0.2733533978462219,
-0.18549133837223053,
0.05992158502340317,
-0.21502690017223358,
0.17509430646896362,
0.2788337469100952,
-0.5229704976081848,
-0.21080677211284637,
-0.6631827354431152,
0.13309143483638763,
-0.20467552542686462,
-0.2798426151275635,
0.16280867159366608,
-0.5352380275726318,
-0.06497717648744583,
0.11666236072778702,
0.011800145730376244,
0.2294105440378189,
-0.18869245052337646,
-0.41470882296562195,
0.3629925847053528,
0.4452776312828064,
-0.6453269124031067,
0.6810833811759949,
0.2510592043399811,
-0.3028041422367096,
0.29447969794273376,
-0.8646597266197205,
0.15143761038780212,
0.08523669093847275,
-0.38047516345977783,
0.02882067859172821,
0.5381098985671997,
0.7568866014480591,
-0.02497532218694687,
0.3497050106525421,
-0.08113095909357071,
0.2304394394159317,
0.30620259046554565,
-0.12118879705667496,
-0.13430063426494598,
0.3015085458755493,
-0.31761956214904785,
-0.1284097284078598,
-0.6472646594047546,
-0.6198793649673462,
-0.6514317989349365,
-0.6049821972846985,
0.1995909959077835,
-0.6748982667922974,
0.0867893323302269,
0.2552492022514343,
-0.12052658945322037,
0.18417122960090637,
0.12063699960708618,
-0.00772544601932168,
-0.2439747154712677,
-0.2868606150150299,
0.5695846080780029,
0.11691763997077942,
1.1011826992034912,
0.16507650911808014,
0.5538312792778015,
0.06469671428203583,
0.09943534433841705,
0.5573177337646484,
0.5510556697845459,
-0.6547322273254395,
0.09562818706035614,
0.27428120374679565,
1.0639318227767944,
0.01217205636203289,
0.15457162261009216,
-0.20273075997829437,
-0.4311563968658447,
0.21620097756385803,
-0.004190412349998951,
0.059048887342214584,
0.0867031142115593,
-0.3092564344406128,
-0.44391265511512756,
0.028181105852127075,
-0.07474512606859207,
0.4690742790699005,
-0.5688573718070984,
0.053223371505737305,
-0.32834482192993164,
-0.40685105323791504,
0.08169841766357422,
-0.1774076670408249,
0.3869074285030365,
-0.696228563785553,
-0.08818916976451874,
-0.21429814398288727,
0.6425351500511169,
0.14416569471359253,
0.3675566017627716,
-0.09543019533157349,
0.2608926594257355,
0.13268665969371796,
0.18632397055625916,
-0.7303888201713562,
-0.45854684710502625,
-0.23195815086364746,
-0.6346047520637512,
0.05925684794783592,
0.4555528163909912,
0.0476410873234272,
-0.04617723450064659,
0.24070784449577332,
-0.17744535207748413,
-0.13521476089954376,
-0.33728456497192383,
0.06179118901491165,
0.20490114390850067,
0.10849009454250336,
0.081926129758358,
0.38534271717071533,
0.07978370040655136,
-0.68588787317276,
0.1767212599515915,
0.1616230458021164,
-0.5355257391929626,
0.16704969108104706,
0.43336576223373413,
0.22276659309864044,
0.03658516705036163,
-0.07910791039466858,
-0.17698051035404205,
-0.24073466658592224,
-0.36012184619903564,
0.3857235610485077,
-0.8668020367622375,
1.324699878692627,
0.17535708844661713,
-0.48707979917526245,
1.2416176795959473,
-0.32684558629989624,
0.2414066344499588,
-0.30049392580986023,
0.1355133056640625,
0.3099743723869324,
-0.11872421950101852,
-0.13082480430603027,
-0.032193150371313095,
-0.13404186069965363,
-0.05392291024327278,
-0.5120785236358643,
0.46776387095451355,
0.4907120168209076,
-0.21993482112884521,
-0.022434724494814873,
-0.4172225296497345,
0.37828606367111206,
-0.045266203582286835,
-0.23194341361522675,
0.3681003451347351,
-0.32218706607818604,
0.2235891968011856,
0.9596132636070251,
-0.3504510819911957,
0.3116419017314911,
0.8232103586196899,
-0.2837088108062744,
0.38899943232536316,
0.40477117896080017,
0.817980945110321,
0.7455283999443054,
-0.7618926763534546,
0.003581625409424305,
0.06161925196647644,
0.4342978894710541,
-0.8041960597038269,
-0.4366035461425781,
0.005403956398367882,
0.661788821220398,
-0.1819230616092682,
0.09731809794902802,
0.16741783916950226,
-0.3500478267669678,
0.6405891180038452,
-0.11427795141935349,
0.30535441637039185,
-0.2554338574409485,
-0.4265534281730652,
-0.5782002210617065,
-0.3096587657928467,
-0.25971519947052,
-0.20260663330554962,
-0.3401326537132263,
0.2009202539920807,
-0.2055542916059494,
-0.5698722004890442,
-0.080547995865345,
0.14164982736110687,
-0.24566350877285004,
-0.40802037715911865,
0.14682525396347046,
0.33447372913360596,
0.15549565851688385,
0.046097155660390854,
-0.22094163298606873,
0.1129966601729393,
-0.17519959807395935,
-0.27774572372436523,
-0.45170798897743225,
-0.20097385346889496,
0.6431591510772705,
0.6452395915985107,
0.08640417456626892,
-0.08565358817577362,
-0.13248313963413239,
0.12643952667713165,
-0.061765626072883606,
-0.6209611892700195,
0.16364744305610657,
0.6260645389556885,
-0.6859453916549683,
-0.8961768746376038,
-0.267743855714798,
0.43127763271331787,
0.9610345959663391,
0.15087838470935822,
-0.034527573734521866,
-0.23634958267211914,
-0.09227403998374939,
-0.46616029739379883,
-0.24422739446163177,
-0.2788839042186737,
0.13017311692237854,
0.5703370571136475,
-0.23779329657554626,
-0.4481606185436249,
0.040324799716472626,
0.8557558655738831,
0.1812005490064621,
0.32321426272392273,
0.5149210095405579,
0.09042154997587204,
-0.1752086728811264,
0.13749998807907104,
-0.004882716108113527,
0.022067533805966377,
-0.07284387946128845,
-0.3546085059642792,
-0.6545733213424683,
0.5087777972221375,
-5.91587495803833,
-0.2499958574771881,
-0.660100519657135,
0.3048984408378601,
-0.378158301115036,
-0.23907966911792755,
0.8967329859733582,
-0.03318534791469574,
0.34135696291923523,
-0.13479499518871307,
0.135403573513031,
0.4367885887622833,
-0.4940866529941559,
0.18212343752384186,
0.37458398938179016,
0.3427008092403412,
0.326570600271225,
-0.0328935831785202,
0.32640692591667175,
0.2154209464788437,
-0.016651827841997147,
-0.34381648898124695,
-0.08430943638086319,
0.6156675815582275,
0.2688775658607483,
-0.15157625079154968,
-1.0239310264587402,
0.09416890144348145,
0.012520283460617065,
-0.024377167224884033,
-0.0902647003531456,
-0.21537692844867706,
-0.4170394241809845,
-0.23049381375312805,
0.25345396995544434,
0.37716835737228394,
0.46542781591415405,
-0.23052255809307098,
0.32893696427345276,
-0.5505819916725159,
0.5224630832672119,
0.9321066737174988,
0.17721448838710785,
0.21628963947296143,
0.02196856215596199,
-0.2083980143070221,
-0.3698340952396393,
0.30491751432418823,
-0.22085952758789062,
0.8266362547874451,
-0.20234069228172302,
0.07675489783287048,
0.6068307757377625,
0.11231329292058945,
0.12411178648471832,
-0.5289593935012817,
0.19329439103603363,
-0.0021312865428626537,
-0.504482090473175,
0.24072332680225372,
0.42684614658355713,
-0.5944559574127197,
0.07938063889741898,
-1.1548446416854858,
-0.621697187423706,
0.15262514352798462,
-1.089569091796875,
-0.3053840398788452,
0.21125535666942596,
-0.018532995134592056,
-0.2861975133419037,
0.21114546060562134,
-0.03305625170469284,
-0.2758444547653198,
0.5104421973228455,
-0.22002160549163818,
0.24768707156181335,
0.14035771787166595,
0.09800988435745239,
-0.0020715955179184675,
-0.13611479103565216,
-0.682686984539032,
0.0622342973947525,
0.0024230440612882376,
-0.21831676363945007,
-0.32119184732437134,
0.044086754322052,
-0.5371344089508057,
-0.679558515548706,
-0.2679177522659302,
0.761315107345581,
-0.09647180140018463,
0.12163258343935013,
0.547709047794342,
0.3419785499572754,
0.12303577363491058,
0.48062145709991455,
0.27708670496940613,
-0.03453237563371658,
-0.1922626495361328,
0.7764710187911987,
-0.035313162952661514,
-0.11851342022418976,
-0.7096918821334839,
0.3398812711238861,
0.240462988615036,
-0.5397318601608276,
0.22094087302684784,
0.7300247550010681,
-0.29296717047691345,
-0.1515091061592102,
-0.0736912190914154,
-0.3059851825237274,
-0.2277117520570755,
-0.11156968027353287,
0.23530718684196472,
-0.24962714314460754,
-0.2048061341047287,
0.2766614854335785,
-0.03518036752939224,
0.09368818253278732,
-0.061283618211746216,
-0.05684244632720947,
0.5795199275016785,
0.06624656170606613,
-0.426643431186676,
0.14840178191661835,
0.8131203055381775,
-0.46502241492271423,
-0.3231183588504791,
0.378347784280777,
0.15241920948028564,
-0.19814985990524292,
-0.3276756703853607,
0.2562057673931122,
-0.653614342212677,
-0.17121003568172455,
0.1956920027732849,
-0.027056362479925156,
-0.4235536754131317,
0.5122417211532593,
-0.14465469121932983,
-0.2739357054233551,
-0.0838361531496048,
0.11034014075994492,
-0.12463059276342392,
-0.24769797921180725,
0.2222602218389511,
-0.5077831149101257,
0.36907827854156494,
-0.07777084410190582,
-0.5681287050247192,
-0.016822868958115578,
-0.04554302245378494,
0.2794194221496582,
0.15634393692016602,
-0.08410943299531937,
-0.001524633844383061,
0.5400213003158569,
-0.46774551272392273,
0.2696065604686737,
0.4857490658760071,
-0.41707706451416016,
0.07173199951648712,
0.3504229187965393,
0.19749478995800018,
-0.5654571056365967,
-0.3871603310108185,
-0.22167310118675232,
0.5732991695404053,
0.04700281471014023,
-0.4068688154220581,
-0.3108612298965454,
-0.4722866117954254,
-0.25907543301582336,
-0.26937025785446167,
0.09794508665800095,
0.11914872378110886,
0.12433907389640808,
0.24802735447883606,
0.03835709020495415,
-0.2932518422603607,
-0.2104724496603012,
0.33184099197387695,
0.5224577188491821,
0.020108764991164207,
0.3491085171699524,
-0.19807517528533936,
-0.3283071517944336,
-0.5936738848686218,
0.39159077405929565,
0.4804147779941559,
0.13136643171310425,
-0.1053856611251831,
-0.19809840619564056,
-0.36141321063041687,
0.2768811881542206,
0.2377597987651825,
-0.3785843551158905,
-0.4935033321380615,
-0.0430004820227623,
0.7909098863601685,
-0.6099865436553955,
0.721393883228302,
0.0940631777048111,
-0.2999633848667145,
0.19674815237522125,
0.028464391827583313,
0.3105199933052063,
-0.4462296962738037,
-0.4414255619049072,
-0.34003889560699463,
0.10044918954372406,
-0.21779228746891022,
-0.2679673135280609,
-0.02971057966351509,
0.4337448179721832,
-0.2305489480495453,
-0.5806873440742493,
0.44933485984802246,
-0.06285301595926285,
-0.7886314392089844,
-0.6079150438308716,
-0.13630780577659607,
-0.4347107708454132,
0.015431356616318226,
0.3933161497116089,
-0.5425901412963867,
0.033242832869291306,
0.16079746186733246,
-0.10696621239185333,
-0.038943100720644,
0.28625938296318054,
0.298743337392807,
-0.1929669976234436,
-0.07037194818258286,
-0.5339704751968384,
0.15020357072353363,
0.07896574586629868,
-0.034407246857881546,
0.03352450206875801,
0.8430557250976562,
-0.29395508766174316,
-0.22749164700508118,
0.10829564183950424,
0.5682850480079651,
-0.0219687782227993,
-0.5812464952468872,
-0.7630202174186707,
-0.20233669877052307,
0.30450329184532166,
-0.26024386286735535,
0.08517181873321533,
0.02484714426100254,
0.8573856949806213,
0.5617866516113281,
-0.43289846181869507,
-0.09910286217927933,
-0.0012811863562092185,
0.5627536773681641,
0.030468082055449486,
-0.37443050742149353,
-0.733347475528717,
-0.4532981514930725,
-0.07694598287343979,
0.32978662848472595,
-0.08670826256275177,
-0.24073638021945953,
0.01681237481534481,
-0.22895753383636475,
-0.11689954996109009,
-0.11248312890529633,
0.34744781255722046,
0.362553209066391,
0.16958558559417725,
-0.528968334197998,
-0.3422466516494751,
0.38473930954933167,
-0.06229591742157936,
-0.1376466453075409,
-0.40832439064979553,
-0.43054288625717163,
0.06303156167268753,
-0.2673576772212982,
0.5302794575691223,
0.2757185399532318,
0.4384375214576721,
-0.023934124037623405,
0.4361238181591034,
-0.27268415689468384,
-0.4512331783771515,
0.22521524131298065,
-0.44459718465805054,
0.19935159385204315,
-0.15712544322013855,
0.06901848316192627,
0.6107376217842102,
0.21487002074718475,
0.39803096652030945,
-0.08379685133695602,
-0.14193184673786163,
0.6067987680435181,
0.3785991966724396,
-0.9111347794532776,
0.5600380301475525,
0.35325291752815247,
0.17946749925613403,
0.20997121930122375,
-0.22238869965076447,
0.15524987876415253,
0.4885505437850952,
-0.14817196130752563,
0.23868708312511444,
0.22146068513393402,
-0.017866060137748718,
0.2742626965045929,
0.2487376481294632,
-0.3664935529232025,
0.7369981408119202,
0.10991441458463669,
0.03612644225358963,
0.7074031233787537,
0.1967531442642212,
-0.3887711763381958,
-0.12177868187427521,
0.6296735405921936,
-0.24226361513137817,
0.3288416862487793,
-0.10783973336219788,
0.25167423486709595,
0.4249613881111145,
0.5104694962501526,
-0.3047338128089905,
0.05057312175631523,
0.2791973352432251,
0.09472792595624924,
0.45867103338241577,
-0.37501823902130127,
-0.120371975004673,
0.2299935668706894,
0.5402622818946838,
0.3766981065273285,
-0.7138351202011108,
-0.19317391514778137,
-0.0967671200633049,
-0.03294186294078827,
0.6290153861045837,
0.40649527311325073,
-0.3598676025867462,
0.4448096454143524,
0.427714467048645,
-0.12190640717744827,
0.0732145681977272,
0.010387330316007137,
-0.30035579204559326,
-0.40273892879486084,
0.54386967420578,
-0.17424337565898895,
-0.48738035559654236,
0.39247024059295654,
-0.29938942193984985,
0.6199240684509277,
0.03351125493645668,
-0.33643195033073425,
-0.1857648342847824,
0.12514683604240417,
0.7549070715904236,
0.06865627318620682,
0.37671253085136414,
-0.3318309187889099,
0.06956309080123901,
0.3135581314563751,
-0.21887893974781036,
0.5114359259605408,
-0.14275677502155304,
-0.767133891582489,
-0.037878185510635376,
-0.18897868692874908,
-0.1740892380475998,
0.06097793206572533,
0.2948852777481079,
0.10764036327600479,
0.49536100029945374,
-0.38753247261047363,
0.32831260561943054,
-0.22074729204177856,
0.183916836977005,
0.36297449469566345,
-0.1198689341545105,
-0.18128110468387604,
0.06771863251924515,
-0.6239348649978638,
-0.10462253540754318,
0.16545447707176208,
-0.13539694249629974,
0.33250775933265686,
-0.658081591129303,
1.3554760217666626,
0.12448925524950027,
0.3041585087776184,
0.11550191044807434,
0.13042110204696655,
0.19870808720588684,
0.5527905225753784,
-0.11414623260498047,
0.0006965506472624838,
-0.9622054696083069,
-0.04069758206605911,
-0.7403770685195923,
-0.2258772999048233,
0.6351229548454285,
-0.10863643884658813,
-0.35357666015625,
-0.5377818942070007,
0.24169735610485077,
0.4347360134124756,
-0.006071409210562706,
0.019359499216079712,
0.06467787176370621,
0.1518058329820633,
-0.3135126233100891,
-0.2922511100769043,
0.41195154190063477,
0.148525670170784,
-0.030018992722034454,
-0.49376046657562256,
0.45876774191856384,
0.34076181054115295,
-0.3026958703994751,
0.3097711205482483,
0.3058576285839081,
0.12685199081897736,
-0.5012351870536804,
0.6731384992599487,
-0.08214171230792999,
-0.020944900810718536,
-0.15929901599884033,
0.535112738609314,
0.8370537757873535,
-0.2611650824546814,
-0.20628349483013153,
-0.3303073048591614,
-0.12707966566085815,
0.4051179587841034,
-0.17846505343914032,
0.3828986585140228,
-0.11013469099998474,
-0.18157418072223663,
-0.8341858983039856,
0.07601206749677658,
-0.0919954776763916,
-0.6621953845024109,
-0.44051486253738403,
-0.1970503330230713,
-0.1463899314403534,
0.3596075177192688,
0.01512388326227665,
-0.6808667182922363,
-0.33982011675834656,
0.0848471000790596
] |
The intent of this article is to examine current taxonomies used to design and deliver Science, Technology, Engineering, and Mathematics (i.e., STEM) curriculum in an effort to attract a greater variety of students to the STEM field of study in the K-12 public school environment. I analyzed specific aspects of STEM-based programs to compare STEM education components to traditional college-preparatory methods of instruction, including looking for environmental practices that may attract female and first-generation college attendees toward developing a positive attitude toward attaining a STEM education. I also made connections between current instructional trends and their impact on student mastery. | [
-0.013980058021843433,
0.0024876391980797052,
-0.010378289967775345,
0.015681469812989235,
0.019784951582551003,
-0.005072636529803276,
0.009438235312700272,
0.008747582323849201,
-0.01391460932791233,
-0.008764260448515415,
0.0011724615469574928,
0.0006641226354986429,
-0.008771474473178387,
0.005841481499373913,
-0.010227115824818611,
0.002934621647000313,
0.015682516619563103,
0.025243842974305153,
0.0035974583588540554,
-0.01104697771370411,
0.003853654023259878,
0.001987669849768281,
0.009733922779560089,
0.006749757565557957,
-0.015383153222501278,
0.005107798147946596,
0.011372976936399937,
0.005290444009006023,
0.01959824189543724,
-0.0016934704035520554,
0.001574711874127388,
0.00574120320379734,
0.004202953539788723,
-0.003116072155535221,
0.013038570061326027,
-0.010783756151795387,
-0.0036392216570675373,
0.01685495302081108,
0.002348253969103098,
-0.001573084620758891,
0.0029426589608192444,
-0.003081684000790119,
-0.00029757205629721284,
0.0012487838976085186,
-0.013231712393462658,
0.01335785910487175,
-0.007736212573945522,
-0.017964191734790802,
0.0009897572454065084,
0.009333578869700432,
-0.01616375707089901,
-0.004603048786520958,
-0.004172659479081631,
0.007661846466362476,
-0.007034103851765394,
-0.012951573356986046,
0.019420024007558823,
0.01007341593503952,
-0.024437926709651947,
-0.01665995456278324,
-0.011459236964583397,
0.03145042061805725,
0.022907689213752747,
0.0009395231027156115,
-0.02430466003715992,
-0.06664302200078964,
0.02109171822667122,
0.018616678193211555,
0.005396844353526831,
-0.00545123778283596,
0.00027420849073678255,
0.008311272598803043,
-0.019931327551603317,
-0.03868502378463745,
-0.0006383019499480724,
0.009223192930221558,
0.015435395762324333,
0.03116295114159584,
0.010341079905629158,
-0.016330376267433167,
0.02701403573155403,
0.004426084458827972,
0.017946753650903702,
0.02926444076001644,
-0.0024345454294234514,
0.009635383263230324,
0.00322116632014513,
-0.01771838776767254,
-0.007568092085421085,
-0.013494355604052544,
0.0015828999457880855,
-0.003387050935998559,
-0.021142398938536644,
-0.011713492684066296,
0.008524523116648197,
0.018416741862893105,
-0.008643604815006256,
-0.0013664835132658482,
-0.0009994776919484138,
-0.006649442482739687,
0.0014201928861439228,
0.00005258014425635338,
0.021897681057453156,
0.009198548272252083,
0.0029132706113159657,
0.013601850718259811,
-0.014550246298313141,
0.004928804002702236,
0.012544260360300541,
0.00304925674572587,
0.01624249294400215,
-0.02696053311228752,
-0.0068801650777459145,
-0.0033096016850322485,
-0.024759016931056976,
-0.010069631040096283,
-0.016513798385858536,
0.004284803755581379,
0.01391509734094143,
-0.010893218219280243,
-0.008041447959840298,
-0.013287900947034359,
0.0002855245256796479,
-0.008149681612849236,
0.0042616743594408035,
0.014130542986094952,
-0.013161171227693558,
-0.0003660060465335846,
-0.009889514185488224,
0.0021789430174976587,
-0.011074163019657135,
-0.019142676144838333,
0.04834137111902237,
0.01102411188185215,
-0.006336971186101437,
-0.011661816388368607,
0.009720729663968086,
-0.03581090271472931,
-0.01163841038942337,
0.017597505822777748,
0.013963444158434868,
0.009052962064743042,
-0.0005908211460337043,
0.006466698832809925,
0.019157130271196365,
-0.017392974346876144,
-0.006090877577662468,
-0.010222011245787144,
-0.023806091398000717,
0.01173126045614481,
0.006010133307427168,
-0.020337602123618126,
-0.016609901562333107,
-0.005984075367450714,
-0.005356747657060623,
0.019336270168423653,
0.002442913595587015,
0.02027241326868534,
0.009531025774776936,
-0.009069734252989292,
0.004981657490134239,
-0.0006623356021009386,
0.009554287418723106,
0.008347746916115284,
0.0023334592115134,
-0.00032378057949244976,
-0.01644725166261196,
-0.004464444704353809,
0.006953193806111813,
-0.0012413428630679846,
-0.023091064766049385,
0.017689045518636703,
-0.012276333756744862,
0.004147753585129976,
-0.0019753172527998686,
-0.0017229188233613968,
-0.018023841083049774,
0.005411182530224323,
-0.023757901042699814,
0.06627164036035538,
0.011071992106735706,
0.0009173424914479256,
-0.00398094579577446,
-0.005489816889166832,
0.004831962753087282,
-0.0026237652637064457,
0.00325731560587883,
-0.006242902483791113,
-0.0013030353002250195,
0.01818760298192501,
-0.015225376933813095,
-0.02657315693795681,
0.019664814695715904,
-0.015232069417834282,
-0.007262032479047775,
0.0031099708285182714,
0.013308221474289894,
-0.01287764497101307,
0.0073328157886862755,
0.010973434895277023,
0.013691416010260582,
0.006655845325440168,
0.016190513968467712,
0.04176562651991844,
-0.013704858720302582,
0.0012455129763111472,
0.017641117796301842,
0.014449545182287693,
0.015511037781834602,
0.006185793783515692,
0.011356531642377377,
0.009512023068964481,
-0.01590408757328987,
-0.0241350457072258,
0.025705832988023758,
-0.0046961926855146885,
0.01913774386048317,
0.0007760291919112206,
0.013991324231028557,
-0.016017697751522064,
-0.009446436539292336,
0.011243851855397224,
-0.028476445004343987,
-0.015031877905130386,
-0.0025712382048368454,
-0.0055041322484612465,
-0.016394229605793953,
0.009864858351647854,
0.008204322308301926,
-0.02067837119102478,
0.007473279256373644,
0.004427979700267315,
-0.005763821303844452,
-0.0140683613717556,
0.0005734895821660757,
0.01884247362613678,
0.008384840562939644,
-0.025276891887187958,
0.02351880446076393,
-0.009510254487395287,
0.00006300583481788635,
-0.02400726079940796,
0.02396787330508232,
0.017981979995965958,
-0.03513530269265175,
0.005963989999145269,
0.02166830748319626,
-0.0010828207014128566,
-0.010763850063085556,
0.0016983849927783012,
-0.0027252784930169582,
0.0067409491166472435,
-0.006130563095211983,
-0.011252092197537422,
0.008435437455773354,
-0.0043264697305858135,
0.006616921164095402,
0.01999625563621521,
0.028514914214611053,
-0.015336467884480953,
-0.0014694163110107183,
0.006641870364546776,
0.01202535629272461,
0.004040594678372145,
0.003966838121414185,
-0.003840451594442129,
0.014998395927250385,
-0.014344980008900166,
0.021252986043691635,
-0.009576832875609398,
0.001217578654177487,
-0.005579150281846523,
0.009958287701010704,
-0.0820787325501442,
-0.014827844686806202,
0.006064634770154953,
-0.0039040190167725086,
0.016292937099933624,
0.0007323547033593059,
-0.012532737106084824,
0.015744837000966072,
-0.018540654331445694,
0.016561588272452354,
0.0021170489490032196,
0.002544111805036664,
-0.007086937315762043,
-0.02002255991101265,
-0.016363076865673065,
-0.0104918098077178,
0.012063744477927685,
0.017963819205760956,
-0.02275121584534645,
0.017254158854484558,
-0.03360813111066818,
-0.050953932106494904,
-0.015129202976822853,
0.005499155726283789,
-0.0018345038406550884,
0.00580492103472352,
0.009900979697704315,
-0.010246582329273224,
0.016842717304825783,
0.017320051789283752,
0.020627884194254875,
0.002994164125993848,
0.00954454205930233,
-0.001272411085665226,
0.00487507414072752,
0.019007466733455658,
-0.024861175566911697,
0.002283696550875902,
-0.006826990749686956,
0.009289905428886414,
0.01520137581974268,
0.0033064698800444603,
-0.006300666835159063,
-0.014701449312269688,
0.015759926289319992,
0.02869868464767933,
-0.02882746234536171,
0.013606307096779346,
0.006820191629230976,
-0.0014002772513777018,
-0.005236243829131126,
-0.00818120501935482,
0.03700721263885498,
-0.0009253594325855374,
-0.010991940274834633,
-0.014954943209886551,
-0.03691965341567993,
0.021923918277025223,
-0.013372402638196945,
0.00007346458733081818,
0.008740304037928581,
-0.014013231731951237,
-0.006732529494911432,
0.019290853291749954,
0.0002748266560956836,
-0.004435942508280277,
0.013817700557410717,
0.01428793091326952,
0.02258271910250187,
0.00039146095514297485,
0.00442033214494586,
0.015014701522886753,
0.005361483432352543,
0.008164792321622372,
-0.00046742288395762444,
-0.01836778223514557,
-0.019293714314699173,
-0.006700440309941769,
-0.015609249472618103,
-0.012620635330677032,
0.016076426953077316,
0.002766271587461233,
0.0029821977950632572,
-0.01318141259253025,
-0.010274222120642662,
0.00444392953068018,
0.0021422249265015125,
-0.012146178632974625,
0.0031632892787456512,
-0.012288814410567284,
0.002405771054327488,
-0.005036991089582443,
-0.006391191855072975,
0.002179649891331792,
0.016847794875502586,
-0.003101003123447299,
-0.0060105291195213795,
0.0034852339886128902,
0.005007206462323666,
0.009787244722247124,
0.004291091114282608,
0.0003652498126029968,
-0.00563023891299963,
-0.01291697472333908,
-0.025386255234479904,
0.009141979739069939,
-0.008364219218492508,
0.0018822397105395794,
0.003043673699721694,
-0.013914451003074646,
0.012646188028156757,
-0.0021123941987752914,
-0.006645296234637499,
-0.0023197783157229424,
0.016039183363318443,
0.014308931306004524,
-0.02748250775039196,
-0.0028439192101359367,
0.07197245210409164,
-0.015391123481094837,
0.00973240565508604,
-0.010244134813547134,
-0.009487506002187729,
-0.027720274403691292,
-0.02691013738512993,
0.005648511461913586,
0.026469005271792412,
0.015944043174386024,
0.015370397828519344,
0.005411590449512005,
-0.014310424216091633,
0.004324664361774921,
-0.019378885626792908,
-0.005976424552500248,
-0.00401154113933444,
0.030100740492343903,
0.001718493178486824,
0.0026315245777368546,
0.02280539646744728,
-0.023675253614783287,
0.004190022591501474,
0.013865507207810879,
-0.005024018231779337,
-0.033785074949264526,
-0.02002941071987152,
-0.0070173912681639194,
0.0022189465817064047,
0.001627394463866949,
0.012235792353749275,
0.026402540504932404,
-0.0004705388273578137,
-0.01728571206331253,
0.039086129516363144,
0.029956527054309845,
0.01645762100815773,
0.0019436795264482498,
-0.0030915774405002594,
0.01184428483247757,
0.009529154747724533,
-0.009873516857624054,
-0.010633799247443676,
0.01615912653505802,
0.002970898523926735,
0.018997518345713615,
0.0009645886020734906,
-0.0066011808812618256,
-0.0012609201949089766,
0.011040911078453064,
-0.0009856795659288764,
-0.0001458877231925726,
0.01578163169324398,
0.0007946728728711605,
-0.0035535155329853296,
-0.0028659505769610405,
-0.0016660969704389572,
0.011556100100278854,
-0.0285719633102417,
0.0038521839305758476,
-0.024596935138106346,
0.008210662752389908,
-0.023296304047107697,
-0.029331644997000694,
-0.004054888151586056,
-0.010401643812656403,
-0.01596960797905922,
-0.023104805499315262,
0.01575574465095997,
0.0006230985745787621,
-0.0012269250582903624,
-0.010645667091012001,
0.0010606080759316683,
-0.0007529500871896744,
-0.0006928041111677885,
-0.027015594765543938,
-0.00969182513654232,
-0.006157177034765482,
0.006653486751019955,
0.009776586666703224,
-0.0068639470264315605,
0.0005449606105685234,
-0.006564809940755367,
0.012771649286150932,
-0.007359417155385017,
-0.009445789270102978,
0.016826681792736053,
-0.07524469494819641,
-0.00302700512111187,
0.008017501793801785,
-0.005300915800035,
-0.013637790456414223,
0.008976880460977554,
-0.006067345384508371,
0.02257586270570755,
-0.0007367478683590889,
-0.0038509874138981104,
-0.000661961268633604,
0.01469225063920021,
-0.02857493981719017,
-0.008779533207416534,
0.008364155888557434,
0.003552472684532404,
0.016564704477787018,
-0.011693878099322319,
0.01840951293706894,
0.01881691813468933,
-0.019988851621747017,
0.00014560413546860218,
-0.008487608283758163,
-0.00951327197253704,
0.00897881668061018,
-0.0810798779129982,
-0.0049636270850896835,
-0.013296731747686863,
0.0204026959836483,
0.008511544205248356,
-0.028015010058879852,
0.005507699213922024,
-0.004882725887000561,
0.005499064456671476,
-0.015265378169715405,
-0.006042785011231899,
-0.018977776169776917,
-0.04107661172747612,
-0.002279908861964941,
0.0007914728485047817,
-0.003071613609790802,
-0.004037969745695591,
-0.037121258676052094,
0.013793778605759144,
-0.007535689510405064,
-0.0011771619319915771,
0.008244030177593231,
-0.006201059557497501,
-0.019052937626838684,
-0.011638309806585312,
-0.003030231222510338,
-0.0019131095614284277,
0.0061231921426951885,
0.0019735894165933132,
-0.0004476024769246578,
0.02104422077536583,
-0.00030995719134807587,
0.010461508296430111,
-0.018034998327493668,
0.0025343485176563263,
-0.016522707417607307,
0.0006831404753029346,
-0.016208726912736893,
0.013258516788482666,
0.007457812316715717,
-0.0034083120990544558,
0.01759996823966503,
0.022824134677648544,
-0.010171376168727875,
0.004252817947417498,
0.0000691884197294712,
0.0033961583394557238,
-0.002490599174052477,
0.004206772893667221,
-0.01413369458168745,
0.004934550728648901,
-0.010874614119529724,
-0.013459937646985054,
0.01187898963689804,
-0.01052037999033928,
0.0033138450235128403,
-0.0022021187469363213,
-0.004367142915725708,
-0.01196661964058876,
0.006302167661488056,
-0.012011362239718437,
0.0006371985655277967,
-0.011829828843474388,
0.07132574915885925,
-0.020035361871123314,
0.008180680684745312,
0.009807566180825233,
-0.0019360254518687725,
-0.005157706793397665,
0.018060658127069473,
-0.009956679306924343,
0.029205163940787315,
0.0014564442681148648,
0.002314142417162657,
0.011224589310586452,
0.0031494032591581345,
0.004918767139315605,
0.004609587602317333,
0.033662885427474976,
-0.013269543647766113,
-0.012576240114867687,
-0.0029336740262806416,
0.0016580410301685333,
-0.004840260371565819,
0.010641759261488914,
-0.024905528873205185,
0.03348486125469208,
0.02912985533475876,
-0.009314483031630516,
-0.01322971098124981,
-0.011873215436935425,
-0.011035393923521042,
0.006591971032321453,
-0.028009837493300438,
0.00016754260286688805,
0.0038814591243863106,
0.01913253217935562,
0.030508358031511307,
0.017419179901480675,
0.01014360785484314,
-0.010106116533279419,
-0.0007812432013452053,
-0.004042292013764381,
-0.009945768862962723,
0.0018226341344416142,
0.007197846192866564,
-0.002776362933218479,
-0.01236557587981224,
0.014778208918869495,
0.0008872481994330883,
-0.009266615845263004,
-0.010888207703828812,
0.010966939851641655,
0.018132871016860008,
0.01062941923737526,
-0.009295821189880371,
0.018017057329416275,
-0.016296377405524254,
0.01053584460169077,
-0.020433325320482254,
0.012487199157476425,
-0.011090079322457314,
-0.0163929034024477,
0.0009340466931462288,
-0.006372813135385513,
0.003084528259932995,
-0.005330975167453289,
-0.017580073326826096,
-0.018163952976465225,
-0.007949486374855042,
-0.00789126567542553,
-0.016612716019153595,
0.010771635919809341,
-0.014969098381698132,
0.005399635992944241,
-0.0028204736299812794,
-0.0046408334746956825,
0.0021989389788359404,
-0.007685971911996603,
0.0020556284580379725,
-0.008848026394844055,
0.0010110612493008375,
-0.0008496441878378391,
-0.007861336693167686,
0.015557731501758099,
-0.0003843901213258505,
-0.00023907143622636795,
0.005156340077519417,
-0.015215273015201092,
0.0027866798918694258,
0.010623511858284473,
-0.00672970712184906,
0.004295714199542999,
0.00804505031555891,
0.009883338585495949,
0.007564566098153591,
-0.003763649147003889,
-0.001170855830423534,
0.036796934902668,
-0.022984672337770462,
0.01009318232536316,
-0.004581794608384371,
0.016487251967191696,
-0.01014622114598751,
0.04052543640136719,
-0.012465855106711388,
0.00038178637623786926,
-0.018279489129781723,
-0.0004760298179462552,
0.019849693402647972,
0.005182037595659494,
-0.026127155870199203,
-0.01695655845105648,
0.005541529506444931,
-0.011018767952919006,
-0.02495577000081539,
-0.0028424072079360485,
-0.019230447709560394,
0.012079756706953049,
-0.020559415221214294,
-0.008854113519191742,
-0.029485035687685013,
-0.012867700308561325,
-0.005856015719473362,
0.009658033028244972,
-0.0030736292246729136,
-0.006969197187572718,
-0.007708413992077112,
-0.00430868798866868,
-0.0062825339846313,
-0.0036351261660456657,
0.007990456186234951,
-0.018460838124155998,
0.001510369242168963,
0.0196848101913929,
-0.008465751074254513,
0.001516713760793209,
0.013672851957380772,
-0.024484938010573387,
-0.01857215166091919,
-0.007117428816854954,
0.003432870376855135,
0.020449191331863403,
0.000631231174338609,
-0.011324501596391201,
0.0036149555817246437,
-0.003535037860274315,
0.007683283183723688,
0.004196489695459604,
0.01584094949066639,
-0.014974979683756828,
0.021241355687379837,
0.004603530280292034,
-0.007787492126226425,
0.016279520466923714,
0.019481493160128593,
-0.00025516399182379246,
-0.021607354283332825,
0.03773275762796402,
-0.009507214650511742,
0.011410672217607498,
-0.005742229521274567,
0.012327589094638824,
-0.017212625592947006,
-0.002816049614921212,
-0.00561782531440258,
0.006218531634658575,
-0.003813760122284293,
0.023135963827371597,
-0.003494061529636383,
0.0029212585650384426,
-0.008803058415651321,
0.03636356443166733,
0.015264265239238739,
-0.007948038168251514,
-0.0007730843499302864,
0.012993778102099895,
-0.0015080973971635103,
-0.01560614351183176,
-0.00990297645330429,
0.007542808540165424,
-0.015618477016687393,
0.023874089121818542,
0.01149037852883339,
-0.00742423115298152,
0.02343897335231304,
-0.014328510500490665,
-0.020707234740257263,
-0.013135688379406929,
-0.005322132259607315,
0.0007734163664281368,
0.016132215037941933,
-0.018709123134613037,
0.006379793398082256,
-0.009599716402590275,
-0.011918038129806519,
-0.0002560671418905258,
-0.001673358492553234,
-0.005073210224509239,
-0.007558845449239016,
-0.032454006373882294,
0.005950207822024822,
-0.004684634041041136,
0.02799215167760849,
-0.019707810133695602
] | [
0.4487491250038147,
0.17480003833770752,
-0.44502928853034973,
0.5295385122299194,
0.05595579370856285,
-0.06099320948123932,
0.15008902549743652,
0.2511749863624573,
0.04548794403672218,
-0.4209999144077301,
-0.3167343735694885,
0.11484009772539139,
0.3453215956687927,
0.18381939828395844,
-0.39139097929000854,
0.2599736154079437,
0.0573737658560276,
0.4001915156841278,
0.3444507122039795,
0.03386900946497917,
-0.5633138418197632,
-0.27891314029693604,
0.30395644903182983,
-0.2465835064649582,
0.4633195102214813,
0.15060284733772278,
0.44532695412635803,
0.37127310037612915,
-0.5799307227134705,
0.20487380027770996,
-0.07949051260948181,
0.3789357542991638,
-0.057258494198322296,
0.06827277690172195,
-0.20821335911750793,
-0.25896260142326355,
-0.4171493351459503,
-0.36419832706451416,
0.023140152916312218,
-0.5670006275177002,
-0.17851649224758148,
0.1547309309244156,
-0.4493334889411926,
-0.023182310163974762,
-0.3640063405036926,
-0.3263031542301178,
-1.768236517906189,
0.35666871070861816,
-0.7590131163597107,
0.21074184775352478,
-0.3337726294994354,
-0.3365969955921173,
-0.2911161780357361,
0.16707484424114227,
-0.015038350597023964,
0.18483027815818787,
0.28619053959846497,
-0.4754738509654999,
-0.07413297146558762,
-0.485211044549942,
0.06288614124059677,
0.06500591337680817,
0.009857140481472015,
0.13051044940948486,
0.6393821835517883,
0.17710402607917786,
-0.1384625881910324,
-0.4761733114719391,
-0.8314477205276489,
-0.449496328830719,
-0.07042898237705231,
-0.16681261360645294,
-0.4241325855255127,
0.3674830496311188,
-0.22235147655010223,
0.22778554260730743,
0.021543599665164948,
0.2012472301721573,
0.0019443444907665253,
-0.10173281282186508,
-0.11382653564214706,
-0.12972471117973328,
0.39129751920700073,
0.04523671045899391,
0.520426869392395,
0.28953737020492554,
-0.25553688406944275,
0.5515382885932922,
-0.22536121308803558,
0.2561911940574646,
-0.17314602434635162,
-0.2450036257505417,
0.5284565091133118,
0.7346425652503967,
1.0391167402267456,
0.19438236951828003,
0.2614573836326599,
-0.1850292831659317,
-0.2232709527015686,
0.08214651048183441,
-0.48162731528282166,
0.2781224250793457,
0.17209602892398834,
0.018974779173731804,
-0.6388875842094421,
-0.7031338214874268,
0.040665362030267715,
-0.5337803959846497,
0.11852043867111206,
0.39495494961738586,
-0.17619265615940094,
0.8702030777931213,
0.06796526908874512,
0.7311761379241943,
0.16951884329319,
0.7141919732093811,
0.2640747129917145,
0.17505785822868347,
-0.1620648056268692,
0.27238595485687256,
-0.30475032329559326,
0.9891237020492554,
0.09010981023311615,
-0.18143709003925323,
0.3174610137939453,
0.6050571203231812,
0.6236809492111206,
0.16102604568004608,
-0.22879062592983246,
-0.20855925977230072,
0.16749848425388336,
0.42673608660697937,
-0.15317951142787933,
-0.24952146410942078,
-0.509290337562561,
-0.250614196062088,
0.037814412266016006,
-0.23046515882015228,
0.34715285897254944,
0.27742934226989746,
-0.40593814849853516,
-0.9046517610549927,
0.06510879844427109,
-0.46681687235832214,
0.49278613924980164,
-0.6544833779335022,
0.15661777555942535,
0.07446189969778061,
-0.3801218867301941,
0.5294077396392822,
0.09157045930624008,
0.07898584008216858,
-0.8853724002838135,
-0.2805742621421814,
0.2284470647573471,
0.2276843786239624,
0.2585003077983856,
0.4277210235595703,
0.15676847100257874,
0.21953031420707703,
0.30200058221817017,
0.21103700995445251,
-0.619568943977356,
-0.031426917761564255,
0.45575442910194397,
-0.33408844470977783,
0.008756120689213276,
0.06656336039304733,
0.16643160581588745,
0.05546385422348976,
-0.08993694186210632,
-0.3170405626296997,
-0.12722070515155792,
0.10993476212024689,
0.31266680359840393,
0.2832142114639282,
0.3560205101966858,
-0.014343541115522385,
0.30321136116981506,
0.330326110124588,
-0.6633872985839844,
0.03135426715016365,
0.1657901555299759,
-0.4902111291885376,
-0.27483832836151123,
-0.26470711827278137,
0.10516972094774246,
-0.3530797064304352,
-0.23793776333332062,
0.18091467022895813,
-0.4069094657897949,
-0.9502543807029724,
0.6715112924575806,
-0.973301112651825,
0.9698382616043091,
-0.3738822937011719,
0.1390363723039627,
0.8736577033996582,
-0.6203984022140503,
-0.1052602007985115,
-0.18714511394500732,
0.07224694639444351,
0.1777774840593338,
-0.03535397723317146,
-0.6193729639053345,
-0.1827201098203659,
-0.06720852106809616,
-0.1622014194726944,
-0.32141658663749695,
0.007480849977582693,
0.4025978147983551,
-0.016753723844885826,
0.1512032300233841,
-0.13725155591964722,
0.015303031541407108,
0.031664758920669556,
-0.43870165944099426,
0.5724081993103027,
-0.193722203373909,
0.23213067650794983,
0.9968957304954529,
-0.39222127199172974,
0.6585264801979065,
-0.07398653775453568,
0.11617270857095718,
-0.16123066842556,
0.03675835579633713,
0.2844521105289459,
0.5985132455825806,
-0.4266676902770996,
0.517422616481781,
-0.008592894300818443,
0.5022144317626953,
-0.6873027086257935,
-0.469611793756485,
-0.1356656700372696,
0.04323641583323479,
-0.10430366545915604,
-0.024538524448871613,
-0.1967484951019287,
-0.4656333327293396,
0.39451441168785095,
-1.025879144668579,
0.7279582023620605,
0.0035883020609617233,
-0.0543963648378849,
-0.2563956677913666,
0.2785671055316925,
-0.47944778203964233,
-0.2407238632440567,
0.15944349765777588,
0.19167199730873108,
0.08757875859737396,
-0.3371865153312683,
-0.0617251843214035,
0.03676190599799156,
-0.2108687162399292,
-0.1871955245733261,
0.3992801308631897,
-0.13972850143909454,
0.30492115020751953,
-0.07432574778795242,
0.17584413290023804,
0.3536641597747803,
0.09659307450056076,
0.008206207305192947,
-0.0719599574804306,
-0.3512614667415619,
0.2943335771560669,
0.4716590344905853,
0.023592865094542503,
0.13062720000743866,
-0.38901615142822266,
-0.03666909039020538,
-0.07349603623151779,
-0.9244582653045654,
-0.06826841831207275,
0.17565008997917175,
-0.4946560859680176,
-0.8849202990531921,
-0.3966507911682129,
0.7662033438682556,
0.46329036355018616,
-0.20886385440826416,
0.2664051651954651,
-0.5091657042503357,
0.3677479326725006,
0.049899499863386154,
-0.49044269323349,
-0.005871607456356287,
0.04739271476864815,
0.1406560242176056,
-0.40563374757766724,
-0.391644150018692,
0.6433693766593933,
0.47403356432914734,
-0.36292919516563416,
-0.02540660835802555,
-0.07534098625183105,
0.23626019060611725,
-0.3053070604801178,
0.4375821650028229,
0.0956396609544754,
0.01702188514173031,
0.1571943610906601,
0.1269691437482834,
-0.012636673636734486,
0.3815755844116211,
-6.036606788635254,
-0.11893440037965775,
-0.414496511220932,
-0.024966202676296234,
-0.4253387451171875,
-0.13532979786396027,
0.6156501173973083,
-0.18087641894817352,
0.3229980766773224,
-0.12512393295764923,
0.36213839054107666,
0.33157646656036377,
-0.06449320912361145,
0.5842856168746948,
0.3371218144893646,
0.06807254999876022,
0.5724732279777527,
0.0003504396299831569,
-0.2650631070137024,
0.10824298113584518,
-0.08867251127958298,
-0.15078704059123993,
0.08350680023431778,
0.6757447719573975,
0.3606792688369751,
-0.15091924369335175,
-0.8529731035232544,
0.34933629631996155,
-0.01996152102947235,
-0.022028526291251183,
0.6771561503410339,
-0.14539477229118347,
-0.3988995850086212,
-0.3596830368041992,
0.14196643233299255,
0.18138444423675537,
0.3343936800956726,
0.3621467351913452,
0.20274914801120758,
0.26443228125572205,
0.40616151690483093,
0.2039993852376938,
-0.7604113221168518,
-0.14015044271945953,
0.4595634639263153,
-0.11083116382360458,
0.017688604071736336,
0.2030394822359085,
-0.3020917475223541,
0.8650699257850647,
0.016224844381213188,
0.040553946048021317,
0.6447647213935852,
0.18590007722377777,
-0.16937407851219177,
-0.2794484496116638,
0.42895153164863586,
0.44315850734710693,
-0.8495534658432007,
-0.11869466304779053,
0.17618238925933838,
-0.1600705236196518,
0.2679615914821625,
-0.9578799605369568,
-0.3777186870574951,
-0.35060614347457886,
-0.992296576499939,
-0.044155415147542953,
-0.4070371389389038,
-0.14846493303775787,
-0.03786886855959892,
0.3876841962337494,
-0.19203467667102814,
-0.753248929977417,
0.3480299413204193,
-0.05064975470304489,
0.0354301817715168,
0.2759263515472412,
-0.005649275612086058,
-0.20906470715999603,
-0.40234076976776123,
-0.24149459600448608,
0.042021602392196655,
0.4827154576778412,
0.005318697541952133,
-0.438228040933609,
-0.24936127662658691,
-0.060774065554142,
-0.2759054899215698,
0.07930905371904373,
1.0203629732131958,
-0.08991464972496033,
0.3450101315975189,
0.6170749664306641,
0.3411262631416321,
0.32685586810112,
0.6905655264854431,
-0.0569121427834034,
0.3129121661186218,
-0.29208022356033325,
0.23369650542736053,
0.3131081163883209,
-0.3071140646934509,
-0.4906654357910156,
-0.23036938905715942,
-0.13381914794445038,
-0.2310301959514618,
0.0942751094698906,
0.7865594029426575,
-1.2137510776519775,
0.3954969048500061,
0.24094045162200928,
-0.49286460876464844,
-0.6870184540748596,
0.34995904564857483,
0.18254974484443665,
-0.16893187165260315,
0.44649040699005127,
0.5743946433067322,
0.21251872181892395,
0.12681201100349426,
-0.1593724638223648,
-0.31334516406059265,
0.139232337474823,
-0.1337783932685852,
-0.5375691056251526,
-0.013604194857180119,
0.6719656586647034,
-0.6349312663078308,
-0.03712926059961319,
0.48171567916870117,
0.469900906085968,
-0.619006872177124,
-0.11932501941919327,
0.26827359199523926,
0.11946531385183334,
-0.40369975566864014,
0.02144503965973854,
-0.22182750701904297,
-0.4544993042945862,
0.2742201089859009,
0.18250611424446106,
0.18907256424427032,
0.0900769904255867,
0.26913854479789734,
0.18808861076831818,
0.049105580896139145,
0.3345576524734497,
-0.15500277280807495,
0.49401482939720154,
-0.16416150331497192,
-0.19701501727104187,
0.09694557636976242,
-0.22382323443889618,
0.25372618436813354,
0.33137741684913635,
0.19744347035884857,
0.1856444627046585,
-0.08861391991376877,
-0.17047463357448578,
0.2832239866256714,
-0.12962421774864197,
-1.0480453968048096,
0.08372917026281357,
0.16988307237625122,
0.2942235767841339,
-0.48892804980278015,
0.23764218389987946,
-0.28807443380355835,
0.14751794934272766,
0.4200129806995392,
-0.5888797044754028,
-0.5330637097358704,
-0.2457016408443451,
-0.08975064754486084,
-0.1268147975206375,
0.15425604581832886,
0.08427750319242477,
-0.10670290887355804,
-0.3474469780921936,
0.16730773448944092,
-1.0010557174682617,
-0.19854335486888885,
-0.0974823534488678,
0.7503827214241028,
-0.17896516621112823,
-0.09608043730258942,
-0.20974627137184143,
-0.35547226667404175,
-0.37290555238723755,
-0.3396146595478058,
0.07674070447683334,
0.44445738196372986,
0.1423972249031067,
-0.6145687103271484,
-0.18296410143375397,
0.3485698699951172,
-0.14547167718410492,
-0.17836305499076843,
-0.34035035967826843,
0.058670319616794586,
0.0933801680803299,
-0.481276273727417,
0.34544551372528076,
0.009158924221992493,
-0.49043595790863037,
0.1836962103843689,
-0.05680686980485916,
-0.30805066227912903,
0.02921316772699356,
-0.16592925786972046,
-0.2722964584827423,
-0.019774015992879868,
-0.1696288287639618,
-0.2642187774181366,
-0.3605516850948334,
0.12145897001028061,
-0.21427133679389954,
-0.7338792085647583,
0.33220162987709045,
0.3173423707485199,
0.1661868542432785,
-0.28847524523735046,
-0.24017679691314697,
-0.1156468465924263,
-0.033058736473321915,
0.3110765516757965,
-0.09761684387922287,
0.23291943967342377,
-0.36395689845085144,
-0.24281883239746094,
0.004506635945290327,
0.2093832790851593,
-0.06712370365858078,
0.03034970723092556,
-0.3819815218448639,
-0.1839541643857956,
0.5154430270195007,
0.1804090440273285,
0.26310673356056213,
-0.09098078310489655,
-0.08109709620475769,
-0.18257445096969604,
-0.5315211415290833,
0.019463062286376953,
0.17084886133670807,
0.009737575426697731,
-0.1232043132185936,
-1.041292428970337,
-0.2028559297323227,
0.32750290632247925,
-0.5607070326805115,
-0.1606486588716507,
-0.01631743274629116,
0.5196201205253601,
-0.031030505895614624,
-0.4442628026008606,
-0.27927979826927185,
-0.08918072283267975,
0.16744939982891083,
0.029134243726730347,
-0.1371440291404724,
-0.7588526010513306,
0.05351799353957176,
0.41484302282333374,
0.3418170213699341,
-0.19322800636291504,
-0.3246164321899414,
-0.06237511709332466,
-0.6063238978385925,
0.16173742711544037,
0.1354660987854004,
0.2841266691684723,
0.19575172662734985,
0.29583850502967834,
-0.27972880005836487,
-0.23361153900623322,
-0.11115823686122894,
-0.17829249799251556,
-0.5504626035690308,
-0.5555045008659363,
-0.19256189465522766,
0.25484520196914673,
0.13426172733306885,
0.6041338443756104,
-0.33557459712028503,
0.45971450209617615,
0.1657627671957016,
0.29481178522109985,
-0.3538638949394226,
-0.4267427623271942,
0.2932017743587494,
-0.8724093437194824,
-0.45675888657569885,
-0.10264014452695847,
0.15611666440963745,
0.7652055025100708,
-0.026389606297016144,
0.08450577408075333,
0.26629793643951416,
-0.23625630140304565,
0.20168320834636688,
0.8081727623939514,
-0.627781867980957,
0.33003947138786316,
0.5827872157096863,
0.17191889882087708,
0.25082680583000183,
0.013381988741457462,
0.06807414442300797,
0.2771524488925934,
0.18873482942581177,
0.3114461898803711,
0.5830268859863281,
-0.542426586151123,
0.11194686591625214,
-0.17480407655239105,
-0.5228959918022156,
0.897997260093689,
0.03529253602027893,
-0.17252588272094727,
-0.11613057553768158,
0.685546338558197,
-0.02065473236143589,
-0.5273895859718323,
0.37907981872558594,
-0.09983552247285843,
0.10326430201530457,
0.06462991237640381,
0.3468659222126007,
0.10498013347387314,
0.7163604497909546,
-0.34642493724823,
0.6222919225692749,
0.10574521869421005,
0.028292890638113022,
-0.04960746318101883,
-0.6884625554084778,
-0.5170818567276001,
0.713388979434967,
0.4911193251609802,
0.24779832363128662,
0.07070037722587585,
-0.13783003389835358,
-0.16284583508968353,
0.203683003783226,
-0.1079208180308342,
0.548270583152771,
-0.25591087341308594,
0.3066605031490326,
-0.331119567155838,
-0.1494666039943695,
-0.4596697688102722,
-0.18515756726264954,
-0.1671995222568512,
-0.2916489243507385,
0.42886877059936523,
-0.2548118531703949,
-0.190251886844635,
0.12148581445217133,
-0.1666467785835266,
0.25906386971473694,
-0.4823300838470459,
-0.03809088468551636,
-0.2363126128911972,
0.1542077213525772,
0.8366509675979614,
0.2554130256175995,
0.342594176530838,
0.10748258978128433,
0.266634076833725,
0.11854317039251328,
-0.44323691725730896,
0.002814602106809616,
-0.11706949770450592,
-0.15695905685424805,
0.6412737369537354,
-0.11741293221712112,
0.3526660203933716,
-0.01850723661482334,
-0.08983486145734787,
0.24219635128974915,
-0.0031339474953711033,
-0.13536891341209412,
0.31506040692329407,
-0.1431080549955368,
0.11894746869802475,
0.7183137536048889,
-0.23071978986263275,
0.25956183671951294,
0.10990272462368011,
-0.5472620129585266,
0.0086954515427351,
0.3667827248573303,
-0.6209442615509033,
0.2606397569179535,
-0.25853288173675537,
0.7742365598678589,
0.24011953175067902,
0.33084896206855774,
-0.3044138550758362,
-0.22142203152179718,
0.1940406709909439,
0.4045884311199188,
-0.6890072226524353,
0.385572612285614,
-0.5023881793022156,
-0.38473913073539734,
-0.30294495820999146,
0.07655498385429382,
0.3945464789867401,
0.2540939450263977,
0.2027207463979721,
-0.06594989448785782,
0.14324864745140076,
0.17356626689434052,
0.0714622288942337,
0.05643131956458092,
-0.08276957273483276,
-0.18501996994018555,
-0.017288129776716232,
-0.3285379707813263,
0.4363354444503784,
0.4712042808532715,
-0.3683830499649048,
-0.19951386749744415,
-0.3050536513328552,
0.34932640194892883,
-0.1033683717250824,
-0.012959702871739864,
-0.16251309216022491,
-0.3940054774284363,
-0.6108555793762207,
0.4417479336261749,
-0.4813784658908844,
0.12727169692516327,
-0.02012445777654648,
0.38612309098243713,
0.46937286853790283,
-0.33572661876678467,
-0.22264569997787476,
0.02956772781908512,
0.08478955179452896,
0.425906777381897,
-0.08436115086078644,
1.0924683809280396,
0.29079487919807434,
0.008128485642373562,
-0.37257322669029236,
0.12528890371322632,
-0.3061259686946869,
0.23568855226039886,
0.09404411911964417,
-0.055844854563474655,
-0.22386330366134644,
-0.6441342830657959,
0.47844642400741577,
-0.5180387496948242,
0.24548625946044922,
0.2355193793773651
] |
BACKGROUND
There are increasing change and development of information in healthcare systems. Given the increase in aging population, managers are in need of true and timely information when making decision.
OBJECTIVES
The aim of this study was to investigate the current status of the health information management system for the elderly health sector in Iran.
MATERIALS AND METHODS
This qualitative study was conducted in two steps. In the first step, required documents for administrative managers were collected using the data gathering form and observed and reviewed by the researcher. In the second step, using an interview guide, the required information was gathered through interviewing experts and faculty members. The convenience, purposeful and snowball sampling methods were applied to select interviewees and the sampling continued until reaching the data saturation point. Finally, notes and interviews were transcribed and content analysis was used to analyze them.
RESULTS
The results of the study showed that there was a health information management system for the elderly health sector in Iran. However, in all primary health care centers the documentation of data was done manually; the data flow was not automated; and the analysis and reporting of data are also manually. Eventually, decision makers are provided with delayed information.
CONCLUSIONS
It is suggested that the steward of health in Iran, the ministry of health, develops an appropriate infrastructure and finally puts a high priority on the implementation of the health information management system for elderly health sector in Iran. | [
0.019724996760487556,
0.008376553654670715,
0.0015830829506739974,
0.014328369870781898,
0.011080793105065823,
0.013407432474195957,
0.009044717997312546,
0.0007923562079668045,
-0.012929823249578476,
-0.017487194389104843,
-0.007485026493668556,
0.014500955119729042,
0.00566529855132103,
0.008093100972473621,
0.01944093406200409,
-0.019558295607566833,
-0.007718322798609734,
-0.008176358416676521,
0.009856780990958214,
0.0014923643320798874,
-0.016422193497419357,
0.007427040953189135,
0.009976483881473541,
0.019798269495368004,
-0.017124058678746223,
-0.010592381469905376,
-0.005774829536676407,
-0.014709978364408016,
-0.0036076377145946026,
0.027014512568712234,
-0.010502271354198456,
-0.008029002696275711,
0.010381591506302357,
0.0008888645097613335,
0.008803162723779678,
-0.01942243054509163,
0.0011168146738782525,
0.030572310090065002,
-0.0037787670735269785,
-0.0036249011754989624,
0.019734732806682587,
-0.002872494515031576,
0.008518178015947342,
-0.023138273507356644,
-0.009396016597747803,
0.004849121905863285,
-0.00843876600265503,
0.0034267213195562363,
-0.00593761820346117,
0.012423348613083363,
-0.010902393609285355,
0.0013972390443086624,
0.005568856839090586,
-0.009159772656857967,
-0.006835156120359898,
0.006843868643045425,
0.021931950002908707,
0.031452953815460205,
-0.014009719714522362,
0.016367238014936447,
-0.005935222841799259,
-0.02075367048382759,
0.010584638454020023,
0.012052453123033047,
-0.024212466552853584,
-0.06668868660926819,
0.00857849046587944,
0.012477727606892586,
0.008171729743480682,
0.007793856784701347,
0.023339105769991875,
0.0030141351744532585,
-0.024617044255137444,
0.011261526495218277,
-0.009729021228849888,
0.000017972197383642197,
0.014547450467944145,
-0.031009135767817497,
0.014663790352642536,
-0.004008255433291197,
0.000884349225088954,
0.012644988484680653,
-0.021954290568828583,
0.01970335654914379,
0.022102758288383484,
0.003396932501345873,
-0.008918487466871738,
0.00693976366892457,
-0.01448654942214489,
0.017408570274710655,
-0.003736725077033043,
-0.011892342939972878,
-0.025913633406162262,
-0.01873837411403656,
-0.006979256868362427,
-0.007736343890428543,
0.013212491758167744,
0.018039776012301445,
0.0004634977085515857,
-0.013979233801364899,
0.005274778697639704,
0.00929972529411316,
0.022536056116223335,
-0.004011273384094238,
-0.0028907384257763624,
0.010026592761278152,
0.007263374514877796,
0.013673937879502773,
-0.009703278541564941,
0.003136050421744585,
0.003460193518549204,
0.001773744821548462,
-0.011211073957383633,
-0.0013618147931993008,
0.011014686897397041,
0.006794251035898924,
0.008390882052481174,
0.013419385999441147,
0.006911156699061394,
-0.038055405020713806,
-0.007683431729674339,
-0.002647727495059371,
-0.00262833246961236,
0.012999769300222397,
-0.003951055929064751,
-0.0020637623965740204,
0.005533958785235882,
0.0035722774919122458,
-0.023350320756435394,
0.01308818906545639,
-0.00956242810934782,
0.001613575965166092,
0.004574350547045469,
0.0007071034051477909,
0.004283682443201542,
0.0038380161859095097,
-0.016452595591545105,
-0.000880775973200798,
-0.0017311112023890018,
0.0052847969345748425,
-0.0008066948503255844,
0.0069378092885017395,
-0.00598019128665328,
0.007799959741532803,
-0.002161010168492794,
-0.011367587372660637,
0.003495975863188505,
-0.006492536049336195,
0.0027995072305202484,
0.0059811510145664215,
-0.01002601720392704,
-0.0022477481979876757,
-0.01976124383509159,
-0.013092096894979477,
-0.018558219075202942,
-0.022639213129878044,
-0.006158186122775078,
-0.026271406561136246,
-0.029866132885217667,
-0.0003900122828781605,
0.03536766394972801,
-0.02576783299446106,
-0.003469449933618307,
0.008967834524810314,
-0.0006703860126435757,
0.003795135533437133,
0.0013313590316101909,
-0.014353897422552109,
-0.008395038545131683,
0.0028662136755883694,
-0.01710541918873787,
0.0006434344686567783,
0.004201516509056091,
0.00047343503683805466,
0.013052461668848991,
-0.00946548581123352,
-0.02516629733145237,
0.006663301959633827,
-0.005553991533815861,
0.0666002556681633,
-0.010599758476018906,
0.01837524212896824,
0.01050695963203907,
0.0011477628722786903,
0.006892673671245575,
0.004684405401349068,
-0.009092539548873901,
-0.006967263761907816,
0.010188142769038677,
0.008088675327599049,
-0.022433966398239136,
-0.00866477470844984,
-0.017285995185375214,
-0.0008993437513709068,
0.011501075699925423,
0.0032906418200582266,
0.020856721326708794,
0.00281865568831563,
0.012079351581633091,
-0.009343365207314491,
0.0020426642149686813,
0.015999319031834602,
0.02402830310165882,
-0.00739429472014308,
-0.01347703579813242,
0.009067794308066368,
0.03826253488659859,
-0.03293393552303314,
-0.000013478100299835205,
0.02496238611638546,
0.02044978179037571,
0.02754467912018299,
0.009728863835334778,
-0.01798992231488228,
0.016186300665140152,
0.009946919977664948,
-0.0022390754893422127,
0.0022304216399788857,
0.005877813324332237,
-0.014302622526884079,
-0.0050178091041743755,
-0.016953136771917343,
0.019470425322651863,
0.011550173163414001,
0.0022088005207479,
0.006325234193354845,
-0.00033773703034967184,
0.01309457328170538,
0.01104242168366909,
0.002875551814213395,
-0.00789430271834135,
-0.003900722600519657,
-0.01028549112379551,
0.007814453914761543,
0.033539868891239166,
0.02989085391163826,
0.008298421278595924,
-0.035262975841760635,
0.013829240575432777,
-0.01408798061311245,
0.0016585038974881172,
-0.0362158864736557,
-0.002140891971066594,
0.0003443821333348751,
0.008994839154183865,
-0.039564669132232666,
-0.017919069156050682,
0.001872478285804391,
0.0007474962621927261,
0.01663260906934738,
0.004989209119230509,
-0.0030408597085624933,
-0.01877189241349697,
0.01682474836707115,
-0.009352637454867363,
0.018082525581121445,
0.03489221632480621,
0.008976860903203487,
0.024053312838077545,
-0.034635938704013824,
0.012248551473021507,
0.008177699521183968,
-0.0035520181991159916,
0.00853161420673132,
-0.001254562521353364,
-0.0512486957013607,
-0.0032232077792286873,
0.00915682502090931,
0.0030307509005069733,
0.0017327936366200447,
0.006818452849984169,
-0.005898753646761179,
0.002876103390008211,
-0.08136282116174698,
-0.013102568686008453,
0.022234011441469193,
-0.006113967392593622,
0.01023438572883606,
-0.0051781367510557175,
-0.001790954964235425,
0.010256866924464703,
-0.017006732523441315,
-0.007998181506991386,
0.008382810279726982,
0.00700676953420043,
-0.016925057396292686,
0.00436971103772521,
0.016193578019738197,
0.0018472345545887947,
-0.001261077937670052,
-0.046427443623542786,
0.0037151111755520105,
0.008461039513349533,
-0.025927890092134476,
0.006504390388727188,
0.036212075501680374,
-0.000959605909883976,
0.0026112175546586514,
-0.013712173327803612,
0.020106934010982513,
0.003986116498708725,
0.01213199645280838,
0.013123760931193829,
-0.017545968294143677,
-0.009623555466532707,
-0.019195515662431717,
-0.036388326436281204,
0.0038802651688456535,
-0.008689623326063156,
0.0032805767841637135,
0.006707253400236368,
-0.013495436869561672,
-0.004020911641418934,
0.014387642964720726,
0.0030700250063091516,
0.01708841510117054,
0.007469566538929939,
-0.001717587816528976,
-0.005036689341068268,
0.005673143081367016,
-0.021864179521799088,
0.014854852110147476,
-0.007978199049830437,
-0.0008010552264750004,
-0.022264786064624786,
-0.00363329635001719,
0.017192523926496506,
-0.011410066857933998,
-0.003377323504537344,
-0.018397286534309387,
-0.005045320373028517,
-0.004018981941044331,
-0.008068474940955639,
0.007157286163419485,
-0.01956583559513092,
-0.0037671378813683987,
0.002999900607392192,
0.003291650442406535,
-0.008044003508985043,
0.007958713918924332,
0.0057986341416835785,
0.0029154224321246147,
0.003715038299560547,
-0.003537207143381238,
0.015343822538852692,
0.009176764637231827,
-0.0033019809052348137,
0.015216410160064697,
-0.008584314025938511,
-0.024599626660346985,
0.01547315064817667,
0.0009855101816356182,
0.02382967248558998,
-0.015211955644190311,
0.005084277596324682,
-0.0002953065559267998,
-0.014437644742429256,
-0.0045538670383393764,
0.006059802137315273,
0.011539827100932598,
-0.017459779977798462,
0.0060309432446956635,
-0.010568954981863499,
0.009642191231250763,
0.016504667699337006,
0.0074231429025530815,
0.004182401578873396,
0.017336566001176834,
0.018443230539560318,
0.019686264917254448,
0.001825409010052681,
0.018646419048309326,
0.009750356897711754,
-0.024272650480270386,
-0.0003674501786008477,
0.00764081533998251,
-0.015119507908821106,
0.004912715870887041,
0.010924669913947582,
-0.017352260649204254,
-0.008692675270140171,
0.011213136836886406,
-0.009600795805454254,
-0.004322475753724575,
0.003772746305912733,
-0.0060761477798223495,
0.0035877320915460587,
0.001975597580894828,
-0.009346670471131802,
-0.029215596616268158,
-0.004812359809875488,
0.07266112416982651,
-0.011097695678472519,
0.014117865823209286,
-0.019457334652543068,
0.0023173936642706394,
-0.016588160768151283,
0.006811841391026974,
-0.019883476197719574,
-0.025162357836961746,
-0.019927464425563812,
0.01168946735560894,
0.018443457782268524,
0.003366110846400261,
-0.012632632628083229,
-0.00343496585264802,
-0.011389105580747128,
0.013175935484468937,
-0.02978997305035591,
0.002626173896715045,
0.0195709727704525,
0.009527964517474174,
0.01963529922068119,
-0.02079770714044571,
-0.006926028523594141,
0.018305456265807152,
0.021067727357149124,
-0.027926746755838394,
-0.01079731434583664,
0.017555274069309235,
0.006601422093808651,
0.002768031321465969,
0.048506904393434525,
-0.0036372884642332792,
-0.02520403079688549,
0.0035890252329409122,
0.019917264580726624,
0.0019226865842938423,
-0.00009611155837774277,
-0.007841579616069794,
-0.020565617829561234,
-0.0005746502429246902,
-0.016573023051023483,
0.03395645692944527,
0.009804991073906422,
-0.01012805849313736,
0.0190433282405138,
-0.03222374618053436,
-0.0059255133382976055,
0.015291454270482063,
0.013408161699771881,
0.00008524337317794561,
0.010549599304795265,
0.007063939236104488,
0.002889517694711685,
-0.010724049061536789,
0.0000830662902444601,
-0.0012617530301213264,
-0.007200849708169699,
-0.008200139738619328,
0.01617962308228016,
0.008777677081525326,
0.012971104122698307,
0.02015865594148636,
-0.014120059087872505,
-0.007045092061161995,
-0.024457650259137154,
0.014972701668739319,
-0.007943051867187023,
0.035233620554208755,
0.01069408468902111,
-0.002008875133469701,
-0.011383453384041786,
-0.008199764415621758,
-0.008854879066348076,
-0.004246124066412449,
-0.028598502278327942,
-0.013437250629067421,
-0.009335719048976898,
-0.0003848210908472538,
-0.007996909320354462,
-0.0003641722723841667,
-0.008490951731801033,
0.02479589730501175,
0.002407020889222622,
-0.000102936290204525,
0.014101840555667877,
-0.010666701942682266,
-0.07453516870737076,
-0.01471695862710476,
0.013084961101412773,
-0.00884452648460865,
-0.021634496748447418,
0.0006274660117924213,
-0.031141646206378937,
-0.0023534030187875032,
-0.0040685622952878475,
-0.018899086862802505,
0.007713895756751299,
-0.006824761163443327,
0.008375474251806736,
-0.005525724031031132,
0.012967698276042938,
0.016746964305639267,
-0.00023981789126992226,
-0.004972613882273436,
-0.02272987924516201,
0.01250005979090929,
0.016440406441688538,
0.013892577961087227,
-0.0031531467102468014,
-0.008598286658525467,
-0.006297500804066658,
-0.08151906728744507,
-0.006933359894901514,
0.0026249082293361425,
-0.013998148962855339,
-0.013517681509256363,
-0.014810544438660145,
0.01927364617586136,
-0.002073640702292323,
-0.016151174902915955,
-0.012638546526432037,
-0.015008647926151752,
0.003441832261160016,
0.004547430202364922,
0.01372975017875433,
-0.0008495370857417583,
-0.004007263109087944,
0.008866840973496437,
0.023713476955890656,
-0.00828122440725565,
-0.01124175637960434,
-0.002701388206332922,
0.009030595421791077,
-0.006234875880181789,
0.018729766830801964,
-0.009021017700433731,
-0.003151068463921547,
0.00035100593231618404,
0.00995651539415121,
0.01725340262055397,
0.003398030996322632,
-0.013146371580660343,
0.00968118105083704,
-0.0022653061896562576,
-0.002226953161880374,
0.023674089461565018,
-0.0020917225629091263,
0.0025236690416932106,
0.00401049479842186,
0.009646241553127766,
-0.01134178414940834,
-0.005360203795135021,
-0.011370495893061161,
-0.002560004126280546,
-0.011136899702250957,
0.0016560256481170654,
-0.015033310279250145,
0.00939786247909069,
-0.0031053926795721054,
0.005953413899987936,
0.0032671052031219006,
0.009127986617386341,
-0.010009996592998505,
-0.029210183769464493,
-0.013129414059221745,
-0.0014302287017926574,
0.016637533903121948,
-0.004890475422143936,
0.020440980792045593,
-0.0012852046638727188,
0.008926425129175186,
-0.006413961760699749,
0.028743084520101547,
-0.022152118384838104,
0.07199083268642426,
-0.005078788846731186,
0.0036954707466065884,
-0.008918817155063152,
-0.009934023022651672,
-0.002598198363557458,
-0.0027397265657782555,
-0.020999107509851456,
0.010611448436975479,
0.01659403368830681,
0.001964302733540535,
-0.016449667513370514,
0.016921013593673706,
0.010288452729582787,
0.017142239958047867,
-0.00009268615394830704,
-0.015275158919394016,
0.008115142583847046,
-0.03147365525364876,
0.002851093653589487,
-0.0026539310347288847,
0.013335133902728558,
-0.012768599204719067,
-0.02171674370765686,
0.0152357816696167,
0.005252627190202475,
-0.011672575026750565,
-0.004536191001534462,
-0.007390553131699562,
0.026446405798196793,
-0.0020641707815229893,
0.007091794162988663,
0.00014949613250792027,
0.018465813249349594,
0.009135685861110687,
-0.011187269352376461,
0.02242652326822281,
0.00434264587238431,
-0.027119167149066925,
0.017419692128896713,
0.036055006086826324,
0.011815667152404785,
0.008268292061984539,
0.004658894147723913,
0.00971892662346363,
0.00735439732670784,
0.014028401114046574,
-0.021243682131171227,
0.004649849608540535,
0.00923137366771698,
0.0010237200185656548,
0.011810990050435066,
-0.015971455723047256,
-0.031971801072359085,
-0.0007492438890039921,
-0.01689666323363781,
-0.034315530210733414,
0.010474476963281631,
0.009035424329340458,
-0.006408522836863995,
-0.03556538745760918,
-0.016989169642329216,
0.00880080834031105,
-0.003079523565247655,
-0.0013846406945958734,
0.001162131316959858,
0.02828429453074932,
-0.010175976902246475,
0.011869624257087708,
0.011751578189432621,
-0.014799673110246658,
0.012909840792417526,
0.002459975890815258,
0.01212134025990963,
0.009187771938741207,
0.007040979340672493,
0.00011674361303448677,
0.009365834295749664,
0.013563030399382114,
-0.005086962133646011,
-0.005110622849315405,
0.004824019968509674,
-0.0020322799682617188,
0.0005420197267085314,
-0.0167156383395195,
-0.004743393510580063,
0.03207894414663315,
-0.025092899799346924,
-0.0016337434062734246,
0.006852773483842611,
-0.021800493821501732,
0.015873411670327187,
-0.0012256938498467207,
0.0038505089469254017,
-0.001660232082940638,
0.03409254923462868,
0.007474968209862709,
0.0014990133931860328,
0.020645534619688988,
0.009479638189077377,
-0.009696089662611485,
0.009981382638216019,
-0.0064722951501607895,
0.019274290651082993,
0.02284853160381317,
-0.001109640346840024,
0.01001397892832756,
-0.005630379542708397,
0.00988862756639719,
-0.035639889538288116,
-0.011550651863217354,
0.0002476964145898819,
0.023574553430080414,
-0.00517352856695652,
-0.018772481009364128,
0.04344063997268677,
-0.0015566571382805705,
-0.0026138676330447197,
-0.0034827536437660456,
-0.011217707768082619,
-0.003582360688596964,
-0.027108721435070038,
0.004257463850080967,
0.012725085020065308,
-0.001630089245736599,
-0.003684430383145809,
-0.0040243398398160934,
-0.014391872100532055,
0.012591516599059105,
-0.0025450577959418297,
-0.004137272480875254,
-0.026703117415308952,
0.009119033813476562,
0.010389639064669609,
-0.002063633408397436,
-0.019282111898064613,
0.011059456504881382,
-0.010294153355062008,
-0.0005963603034615517,
0.009313726797699928,
0.01677722856402397,
-0.0108734630048275,
0.0035481364466249943,
0.014028014615178108,
0.007310149725526571,
0.005241231061518192,
-0.011296885088086128,
0.013192100450396538,
0.010956626385450363,
0.02398696169257164,
-0.0009466814808547497,
0.013201925903558731,
0.0036915973760187626,
-0.004197536967694759,
-0.021140875294804573,
0.020846527069807053,
-0.0023192288354039192,
0.0015911632217466831,
0.019157059490680695,
0.002843525493517518,
0.00775589095428586,
0.016255509108304977,
0.014640847221016884,
0.011901337653398514,
-0.013303110376000404,
-0.014070412144064903,
0.013485987670719624,
0.011689231730997562,
-0.0164947547018528,
0.012260504066944122,
-0.01326434500515461,
-0.006522496230900288,
-0.02965468168258667,
-0.0018146293004974723,
-0.006667152047157288,
0.001758550526574254,
0.000017050071619451046,
-0.0020287935622036457,
-0.019635573029518127,
0.013859830796718597,
-0.0004285804461687803,
0.018303455784916878,
-0.007872072048485279,
-0.011565494351089,
-0.010805938392877579,
-0.0029150296468287706,
-0.016758767887949944,
0.008163784630596638,
0.01738441362977028,
-0.005248072557151318,
-0.0314350500702858,
0.013486972078680992,
-0.019571974873542786,
0.00001186109147965908,
-0.0029995650984346867,
-0.022139837965369225,
-0.012268424034118652,
0.0038905260153114796,
-0.009803937748074532,
0.004726794548332691,
-0.03194081783294678,
-0.013397252187132835
] | [
0.2582312822341919,
0.11084667593240738,
-0.13632166385650635,
0.08868180215358734,
0.3006713390350342,
0.31222808361053467,
0.345516175031662,
0.0012528456281870604,
-0.199326291680336,
-0.5106868147850037,
0.1920420378446579,
0.5700803995132446,
0.3266763985157013,
-0.1016961932182312,
-0.5516605377197266,
0.6115859150886536,
0.7499690055847168,
0.23416481912136078,
-0.31800010800361633,
-0.6320648193359375,
-0.32105618715286255,
-0.001571724540553987,
0.2775115966796875,
-0.10530678182840347,
0.1399439424276352,
0.31485438346862793,
0.1653956025838852,
0.31914111971855164,
-0.1168355941772461,
0.07222653180360794,
-0.2565143406391144,
-0.00838859099894762,
-0.10986139625310898,
0.007157983724027872,
-0.04067298397421837,
-0.0008846318814903498,
0.36861652135849,
0.30527499318122864,
0.29496291279792786,
-0.19847933948040009,
-0.057353537529706955,
0.0892520397901535,
-0.3499910533428192,
0.46768298745155334,
-0.36573177576065063,
-0.6228513121604919,
-1.1198700666427612,
0.29347163438796997,
-0.27874433994293213,
0.05996912717819214,
0.3025190830230713,
0.5560342073440552,
0.5005738735198975,
0.18991626799106598,
0.05113830417394638,
0.5075054168701172,
0.06667808443307877,
-0.09074877947568893,
0.16647714376449585,
-0.2122608870267868,
0.08061226457357407,
0.4032212495803833,
0.27334481477737427,
-0.04073280096054077,
0.15454547107219696,
0.32044652104377747,
0.09147318452596664,
-0.31722334027290344,
0.20533105731010437,
-0.06680464744567871,
-0.19004997611045837,
0.006881318986415863,
-0.3419467806816101,
0.0908815860748291,
-0.5447450280189514,
0.13475701212882996,
0.3703419268131256,
-0.3947707414627075,
0.22640208899974823,
-0.42888784408569336,
0.18394862115383148,
-0.19977833330631256,
-0.016485093161463737,
-0.3567274808883667,
0.3085131347179413,
0.08676988631486893,
-0.07568182796239853,
0.2372393161058426,
-0.256095826625824,
-0.2124728560447693,
-0.22890634834766388,
-0.4676976501941681,
0.2398047149181366,
0.6628425121307373,
-0.21739111840724945,
0.3805936574935913,
0.40905606746673584,
-0.20562492311000824,
0.2557576596736908,
0.2583863437175751,
-0.11739350855350494,
0.4355376362800598,
0.002253654645755887,
0.023801149800419807,
-0.28291353583335876,
-0.18263955414295197,
-0.0787576287984848,
-0.07876435667276382,
-1.1011552810668945,
0.4715559780597687,
-0.5758970379829407,
0.0765351876616478,
-0.18045245110988617,
-0.07380878180265427,
-0.26082828640937805,
0.3256300091743469,
-0.15407338738441467,
-0.20924150943756104,
-0.20932619273662567,
0.7564771175384521,
-0.3093945384025574,
0.9733667969703674,
-0.26629287004470825,
0.5355606079101562,
-0.004725360311567783,
0.21483035385608673,
0.4775233864784241,
0.483338862657547,
-0.3957239091396332,
0.5456672310829163,
0.1486321985721588,
0.6047109365463257,
-0.6898824572563171,
0.09888048470020294,
0.08489107340574265,
-0.428191214799881,
0.30329182744026184,
0.43297162652015686,
0.20548032224178314,
0.4677095413208008,
-0.20418573915958405,
-0.46290406584739685,
-0.0632394328713417,
-0.1839195340871811,
-0.00101582077331841,
-1.0287595987319946,
0.04469447582960129,
-0.1970921903848648,
-0.20359745621681213,
0.04805606231093407,
0.5691832304000854,
-0.19563157856464386,
-0.3093236982822418,
-0.22631676495075226,
-0.20035922527313232,
0.5267454385757446,
-0.0603778101503849,
0.057776592671871185,
-0.2904851734638214,
0.05316031724214554,
0.23573064804077148,
0.41011154651641846,
-0.34888696670532227,
-0.018761372193694115,
0.26843327283859253,
-0.07404725253582001,
0.1375357210636139,
0.033450428396463394,
0.26991385221481323,
0.5085725784301758,
-0.3238254189491272,
-0.0452825091779232,
-0.5597427487373352,
-0.6470887660980225,
-0.045369647443294525,
0.7262591123580933,
0.12026969343423843,
0.09616675227880478,
0.00634724972769618,
-0.12969906628131866,
-0.7208370566368103,
0.27593913674354553,
-0.05683057755231857,
-0.6025879979133606,
-0.07447462528944016,
0.11121970415115356,
0.20262932777404785,
0.002457215916365385,
0.005289542023092508,
-0.34350651502609253,
-0.16983366012573242,
-0.1768714338541031,
0.8516786098480225,
-0.9034178853034973,
1.3868962526321411,
-0.4054792821407318,
0.1997867077589035,
1.2196799516677856,
-0.22071751952171326,
0.557379961013794,
0.25273075699806213,
-0.22990919649600983,
0.4861660599708557,
-0.22728560864925385,
-0.131240114569664,
0.1682630181312561,
0.057571157813072205,
0.023477021604776382,
0.003018610645085573,
0.01934843510389328,
0.32868313789367676,
0.033858802169561386,
-0.3751940131187439,
0.24197964370250702,
0.057442620396614075,
0.2341282069683075,
-0.29904869198799133,
0.30681174993515015,
0.2912338674068451,
-0.04763350263237953,
0.6024474501609802,
-0.3715561032295227,
0.45073258876800537,
0.5638402104377747,
-0.09777339547872543,
0.0021442617289721966,
0.3833264112472534,
0.006817677523940802,
0.6202282309532166,
-0.6588324308395386,
0.05650494992733002,
0.2109081745147705,
0.3467516601085663,
-0.48703163862228394,
-0.26989954710006714,
-0.059133682399988174,
-0.2876547873020172,
0.12072887271642685,
0.20893362164497375,
0.023750612512230873,
0.006504623219370842,
0.2659820020198822,
-0.6642439365386963,
0.004670678172260523,
0.2637989819049835,
-0.4331977069377899,
-0.9690013527870178,
0.4274769425392151,
-0.29640907049179077,
-0.041056014597415924,
0.06167371943593025,
0.22324562072753906,
-0.09245260804891586,
-0.8308267593383789,
-0.44213175773620605,
0.05262528359889984,
0.04539121314883232,
-0.292857825756073,
0.3552810251712799,
-0.1510036140680313,
-0.19835174083709717,
0.26375439763069153,
0.32923683524131775,
0.26043570041656494,
0.2270946204662323,
-0.1663234680891037,
-0.17877869307994843,
-0.8553430438041687,
0.8245617151260376,
0.5681354999542236,
0.5054225921630859,
0.09050867706537247,
-0.37221741676330566,
0.2761474847793579,
0.04211553931236267,
-0.7273842692375183,
0.07017616927623749,
0.6910492181777954,
-0.778175413608551,
-0.5553091168403625,
0.17025652527809143,
0.44378378987312317,
0.6949892640113831,
-0.1683637499809265,
-0.13658355176448822,
-0.20453040301799774,
-0.29149526357650757,
-0.38022464513778687,
-0.5145542621612549,
0.09559338539838791,
-0.14569659531116486,
0.4357832968235016,
-0.19689145684242249,
-0.6862999200820923,
0.6281488537788391,
0.740477979183197,
-0.24483945965766907,
0.1511826366186142,
0.5106306076049805,
-0.1878165900707245,
-0.10704300552606583,
0.5004264712333679,
0.17540276050567627,
-0.15843306481838226,
-0.0586407370865345,
0.08878448605537415,
-0.6912566423416138,
-0.24020171165466309,
-5.952491760253906,
0.14679822325706482,
-0.1976819932460785,
-0.4860502779483795,
-0.4000265896320343,
0.10583129525184631,
0.8430977463722229,
-0.10242096334695816,
0.1878458857536316,
-0.10365086793899536,
0.15407267212867737,
0.2888873517513275,
0.42706000804901123,
0.9709813594818115,
0.27441567182540894,
0.4162982702255249,
0.5690035820007324,
-0.11304360628128052,
0.44408005475997925,
0.2856123745441437,
-0.13545827567577362,
-0.548323392868042,
-0.14631876349449158,
0.47950178384780884,
0.7500219345092773,
0.20765753090381622,
-1.0225402116775513,
0.6066536903381348,
-0.19755420088768005,
-0.07330000400543213,
0.5407163500785828,
-0.687795102596283,
-0.2767505645751953,
-0.3021867573261261,
0.04573103040456772,
0.17586474120616913,
0.4080889821052551,
-0.10752356797456741,
-0.020578088238835335,
-0.3788136839866638,
0.0032549879979342222,
0.41111794114112854,
-0.04116472601890564,
-0.006013385020196438,
0.10593917220830917,
0.1292094588279724,
-0.17292170226573944,
-0.1628570407629013,
-0.24144436419010162,
0.6879525184631348,
-0.05867356061935425,
0.21898172795772552,
0.0716792494058609,
0.1879451721906662,
0.05983363464474678,
0.06838221848011017,
0.3757477104663849,
0.12668658792972565,
-0.4995579123497009,
0.3685993552207947,
0.2503722012042999,
-0.29318830370903015,
0.28440338373184204,
-0.8948468565940857,
-0.2486788034439087,
0.215416818857193,
-0.9460874795913696,
-0.7348822951316833,
-0.03690643608570099,
-0.16726398468017578,
-0.3121132552623749,
-0.07527231425046921,
0.14929288625717163,
-0.6063336730003357,
0.017074566334486008,
-0.5111430287361145,
0.024542897939682007,
0.19729731976985931,
0.1275491714477539,
-0.057256296277046204,
0.18187938630580902,
-0.1713622361421585,
0.34591466188430786,
0.14683030545711517,
0.19822680950164795,
0.41057634353637695,
0.31197232007980347,
-0.26218095421791077,
-0.45248672366142273,
0.19505132734775543,
1.19490385055542,
-0.5705699324607849,
0.18898585438728333,
0.2533816993236542,
0.4902326166629791,
1.0565125942230225,
0.45494145154953003,
-0.42711445689201355,
0.2558859884738922,
-0.4094749391078949,
0.6303213834762573,
-0.2840116322040558,
0.06968554109334946,
-0.8296381831169128,
-0.23393718898296356,
-0.37263283133506775,
-0.6143224239349365,
-0.1002277061343193,
0.671765923500061,
-0.9885181784629822,
-0.23906664550304413,
-0.3014105260372162,
-0.16527125239372253,
-0.13971513509750366,
0.5099878311157227,
-0.3118659257888794,
0.13089126348495483,
0.08691606670618057,
0.3508513867855072,
-0.16598233580589294,
0.2929680049419403,
0.0727057009935379,
0.13218049705028534,
0.125574991106987,
-0.24051687121391296,
-0.572026252746582,
0.1405511498451233,
0.35603904724121094,
-0.6561751365661621,
0.1389845907688141,
0.1939219981431961,
0.35189932584762573,
-0.41503679752349854,
0.04162893071770668,
0.08102594316005707,
-0.20235618948936462,
-0.29662835597991943,
-0.25205275416374207,
0.3892990052700043,
0.2243727296590805,
0.08259155601263046,
-0.43357959389686584,
-0.09122507274150848,
0.2549944221973419,
0.6856451630592346,
-0.17273405194282532,
-0.491672158241272,
0.07952884584665298,
-0.18095873296260834,
0.15652874112129211,
-0.23164094984531403,
0.1787654459476471,
0.40740758180618286,
-0.06405415385961533,
-0.29068663716316223,
0.1388767808675766,
0.16753464937210083,
-0.038536541163921356,
-0.4058467447757721,
-0.35915836691856384,
0.6672871708869934,
-0.17276963591575623,
-0.8455568552017212,
0.23326215147972107,
0.1985986828804016,
-0.4969101846218109,
-0.2869504392147064,
-0.5276488065719604,
0.03996224328875542,
0.7310674786567688,
0.3580285608768463,
-0.20343509316444397,
0.011030557565391064,
-0.13227003812789917,
0.3254527449607849,
-0.20966686308383942,
-0.1458543837070465,
0.28634628653526306,
-0.22671321034431458,
0.010178614407777786,
0.1421215683221817,
-0.4130486249923706,
-0.2744022309780121,
0.31807267665863037,
0.9359545111656189,
0.35742637515068054,
-0.19632172584533691,
-0.3374215364456177,
-0.6464153528213501,
-0.2646647095680237,
0.3786131739616394,
-0.313984215259552,
0.606371283531189,
0.021019721403717995,
-0.0449751541018486,
-0.32413142919540405,
0.286452054977417,
0.2624228596687317,
-0.28620555996894836,
-0.21567556262016296,
0.05784108489751816,
0.13871288299560547,
-0.18332268297672272,
0.5799570679664612,
0.28889378905296326,
-0.47903597354888916,
0.013780390843749046,
-0.4573582708835602,
-0.3314293622970581,
0.08009777218103409,
-0.3239404559135437,
-0.2782852351665497,
-0.28872406482696533,
0.31055593490600586,
-0.7456485629081726,
0.07818033546209335,
0.18239852786064148,
-0.11967819184064865,
-0.6091387867927551,
0.08189503103494644,
0.2842062711715698,
-0.3355617821216583,
-0.2640604078769684,
0.020020941272377968,
-0.19640672206878662,
-0.31174901127815247,
0.9463806748390198,
-0.812025785446167,
-0.33718734979629517,
0.3803310990333557,
-0.747780442237854,
0.1436031460762024,
0.7928025722503662,
-0.4237232804298401,
-0.9005648493766785,
0.02873888984322548,
-0.21094919741153717,
0.2723025679588318,
0.3240138292312622,
0.42824116349220276,
-0.16253599524497986,
0.575372040271759,
0.013602820225059986,
-1.0775600671768188,
-0.06375928223133087,
0.5518083572387695,
0.3446143865585327,
-0.36741751432418823,
-0.1823045164346695,
0.18374569714069366,
0.44414180517196655,
-0.31107887625694275,
0.03112855739891529,
-0.32090577483177185,
-0.09169601649045944,
0.001470036804676056,
-0.19619186222553253,
-0.10961458086967468,
0.1695052832365036,
0.3161400556564331,
-0.19987298548221588,
-1.1970927715301514,
-0.15391239523887634,
-0.6103345155715942,
0.37633222341537476,
-0.25235262513160706,
-0.3218989074230194,
-0.34703269600868225,
0.30470144748687744,
-0.19062002003192902,
-0.06767634302377701,
-0.041670624166727066,
0.29544952511787415,
0.05897406488656998,
-0.05639065057039261,
0.0005042899283580482,
-0.4044056236743927,
0.2691516876220703,
-0.21175403892993927,
0.047757577151060104,
-0.5453121066093445,
-0.5543028712272644,
-0.3765231966972351,
-0.12321733683347702,
-0.3102908730506897,
-0.5930003523826599,
0.4436035752296448,
0.26523303985595703,
0.036550335586071014,
-0.382811039686203,
-0.2863290011882782,
-0.390209436416626,
-0.6272032260894775,
0.06670431792736053,
0.057040736079216,
0.1420649141073227,
0.30059921741485596,
0.4465290606021881,
0.43067535758018494,
0.18896587193012238,
0.007721030153334141,
0.31092777848243713,
-0.19086147844791412,
-0.2900843918323517,
0.4870070815086365,
0.3492515981197357,
0.26705431938171387,
-0.012293036095798016,
-0.36745110154151917,
-0.04621663689613342,
0.2699497640132904,
0.15615075826644897,
0.17550572752952576,
0.28916046023368835,
-0.06832793354988098,
-0.28464263677597046,
-0.16410988569259644,
-0.5094922780990601,
0.7312469482421875,
0.0505654402077198,
0.1875489354133606,
0.3124423325061798,
0.6021937727928162,
0.19794899225234985,
-0.14974066615104675,
0.7022666931152344,
-0.16464273631572723,
0.3203049302101135,
-0.18673646450042725,
-0.2582241892814636,
0.4328773319721222,
0.9151577949523926,
-0.08742157369852066,
-0.07620779424905777,
0.0810767412185669,
0.44773629307746887,
0.23086902499198914,
-0.8464304208755493,
0.20397797226905823,
-0.025890158489346504,
0.9361758232116699,
0.42761391401290894,
0.11874520033597946,
-0.2480897754430771,
-0.24614383280277252,
0.42847466468811035,
0.1698426753282547,
-0.033618297427892685,
-0.09925679862499237,
0.2869873344898224,
-0.16671301424503326,
-0.13394246995449066,
-0.020744996145367622,
-0.3430316150188446,
0.21309451758861542,
0.057309988886117935,
-0.26335832476615906,
-0.017521990463137627,
-0.7075578570365906,
0.3408627212047577,
0.022924527525901794,
0.2572731077671051,
-0.2663474977016449,
0.07325820624828339,
-0.6496326923370361,
0.2647789716720581,
0.21178926527500153,
0.34469226002693176,
0.12154027074575424,
-0.15371741354465485,
-0.19830931723117828,
-0.24403345584869385,
-0.3089456558227539,
-0.15204666554927826,
-0.0032092612236738205,
-0.8720270991325378,
0.41609466075897217,
-0.32100653648376465,
0.21090784668922424,
0.43359777331352234,
0.5235070586204529,
0.17367023229599,
-0.08499360829591751,
-0.4854361414909363,
0.1606368124485016,
0.13406255841255188,
0.10259982943534851,
0.14745590090751648,
0.008122334256768227,
0.159759521484375,
-0.19801223278045654,
-0.4416620135307312,
0.1645577996969223,
0.4741600751876831,
-0.19383633136749268,
0.10768818110227585,
-0.2703429162502289,
0.7132821083068848,
0.7538657188415527,
-0.2686789035797119,
-0.3729458153247833,
-0.02311328612267971,
-0.23411117494106293,
0.5096531510353088,
-0.1630890965461731,
0.19790735840797424,
-1.0817723274230957,
-0.26024165749549866,
-0.7251178622245789,
-0.22253195941448212,
0.32366737723350525,
0.32331207394599915,
-0.07390961796045303,
0.07470409572124481,
-0.021502429619431496,
0.15527702867984772,
0.28708237409591675,
0.15837955474853516,
-0.13303597271442413,
-0.2618364691734314,
-0.2669588029384613,
-0.452496200799942,
0.3238191306591034,
0.11154123395681381,
-0.08875692635774612,
-0.5081226825714111,
-0.16819468140602112,
0.683104932308197,
0.03096926584839821,
0.34250110387802124,
-0.31612151861190796,
-0.7458326816558838,
-0.22309905290603638,
0.45492079854011536,
-0.17566610872745514,
0.596466064453125,
0.20360614359378815,
0.1943427175283432,
0.3408234715461731,
-0.30062270164489746,
-0.18629485368728638,
-0.24488534033298492,
0.47106102108955383,
0.5289703011512756,
-0.28766196966171265,
0.4306196868419647,
-0.289995938539505,
-0.276108980178833,
-0.550288200378418,
0.30532556772232056,
-0.21960021555423737,
-0.8191723227500916,
0.26688459515571594,
-0.1171366423368454,
-0.5980340242385864,
-0.40559977293014526,
-0.22545745968818665,
-0.7178614139556885,
-0.3687974214553833,
-0.864744246006012
] |
A digital IF to RF converter architecture with an RF VGA targeted for WCDMA transmitters is presented. The RFDAC consists of a 1.5-bits current steering DAC with an embedded semi-digital FIR filter and a mixer with an LC load. The VGA controls the output power in 10 dB steps. The prototype is fabricated in 0.18 mum CMOS technology and achieves 0 dBm output power at 2 GHz and 33 dB image rejection. The measured rms EVM and ACPR show the system fulfills the standard specifications for the WCDMA. The chip draws 123.9 mA from 1.8 V supply. The die area is 0.8 times 1.6 mm2. | [
-0.01946862041950226,
0.01240368839353323,
-0.006415435113012791,
0.012038182467222214,
0.0042924778535962105,
-0.04153754562139511,
0.008690083399415016,
0.0027421563863754272,
-0.014634002931416035,
0.013106187805533409,
-0.020558632910251617,
0.005997716449201107,
0.00007845787331461906,
0.012381229549646378,
-0.03831595182418823,
-0.008355076424777508,
-0.015310920774936676,
-0.011196078732609749,
0.013292055577039719,
0.01650160178542137,
0.0297287255525589,
0.012368382886052132,
0.009684883058071136,
0.002179724397137761,
-0.010589273646473885,
-0.004903886467218399,
0.026816481724381447,
0.00007306435145437717,
0.0088853370398283,
0.04180626943707466,
0.0008867443539202213,
-0.023607486858963966,
0.005276355892419815,
0.004451003856956959,
-0.010796066373586655,
0.0006107217632234097,
-0.005078363232314587,
0.016968468204140663,
0.024696750566363335,
-0.004362399224191904,
-0.00622686930000782,
-0.00861357431858778,
0.0014907671138644218,
-0.001967051299288869,
-0.010351213626563549,
-0.02620822750031948,
-0.0031889770179986954,
-0.03198190778493881,
0.005631943698972464,
0.003688490018248558,
-0.012111392803490162,
-0.01197740063071251,
-0.0026800772175192833,
0.020837608724832535,
-0.006103107705712318,
-0.02949242666363716,
0.016837872564792633,
-0.017315179109573364,
0.0008386040572077036,
-0.003499894868582487,
-0.022184140980243683,
-0.0420432984828949,
0.0002843625843524933,
-0.027476802468299866,
-0.004379060585051775,
-0.067209392786026,
0.00802057795226574,
-0.0031001584138721228,
0.014610091224312782,
-0.02866862714290619,
-0.008312201127409935,
0.013693904504179955,
-0.008938750252127647,
-0.01467207819223404,
-0.02171923965215683,
-0.04385412484407425,
-0.018673069775104523,
0.030194183811545372,
0.008907089941203594,
-0.019659902900457382,
-0.018399571999907494,
-0.00819861888885498,
0.002681763842701912,
0.00021347473375499249,
-0.009815135970711708,
-0.009793920442461967,
-0.007678851019591093,
0.004885721951723099,
-0.020641719922423363,
-0.017460837960243225,
0.008157376199960709,
-0.016231654211878777,
0.000987800769507885,
-0.01519754994660616,
0.026445139199495316,
0.013016031123697758,
0.01106562465429306,
-0.02003360539674759,
-0.007357650902122259,
-0.0005977526307106018,
0.004087445326149464,
0.005634640343487263,
0.014442609623074532,
-0.03484196215867996,
-0.023774942383170128,
0.004915731027722359,
0.019215106964111328,
0.01755564473569393,
-0.02705620601773262,
0.0070158676244318485,
0.009346428327262402,
0.019924135878682137,
0.03183985874056816,
0.016371630132198334,
0.004837720654904842,
0.04253777861595154,
-0.004980839788913727,
0.01780010387301445,
0.005759241990745068,
-0.013606838881969452,
0.01552502904087305,
0.00548187643289566,
-0.0012131802504882216,
-0.012307806871831417,
0.008426404558122158,
0.011287139728665352,
-0.016982488334178925,
0.009740195237100124,
0.0005569418426603079,
0.01766480877995491,
-0.011322876438498497,
0.0011760478373616934,
-0.014922408387064934,
-0.008304566144943237,
0.022203726693987846,
0.009605685248970985,
-0.011898405849933624,
-0.020822010934352875,
-0.004250192083418369,
0.012685544788837433,
-0.00644269771873951,
0.008365362882614136,
0.004486977122724056,
0.01761550083756447,
-0.00650761229917407,
-0.0027259248308837414,
-0.004086468368768692,
0.00377504900097847,
0.03754447028040886,
0.010836102068424225,
-0.014883815310895443,
-0.0017302772030234337,
0.011541709303855896,
-0.015222396701574326,
-0.017502550035715103,
0.007477317471057177,
-0.023514648899435997,
-0.0067755994386971,
-0.007095490116626024,
0.008259229362010956,
-0.015003985725343227,
-0.003733245888724923,
0.0209043025970459,
0.011735946871340275,
0.001277296687476337,
-0.001908990554511547,
-0.011509371921420097,
-0.006274539045989513,
-0.0003591878339648247,
-0.0008490575710311532,
-0.006636613514274359,
0.02027158811688423,
-0.0320175439119339,
0.009111348539590836,
0.0006714123301208019,
-0.008841807022690773,
0.0054272920824587345,
0.005547504406422377,
-0.019231531769037247,
0.06724642962217331,
-0.009876202791929245,
-0.002555406652390957,
0.00012208148837089539,
-0.008986465632915497,
0.020542211830615997,
-0.0167260579764843,
0.008685960434377193,
-0.01717345230281353,
-0.023181460797786713,
0.011882747523486614,
0.005711499135941267,
-0.011912554502487183,
-0.01408572681248188,
-0.005844229832291603,
-0.018701421096920967,
0.001245116931386292,
0.0033738326746970415,
0.0043702637776732445,
0.021500863134860992,
0.0101626543328166,
0.018001042306423187,
0.002155529335141182,
0.015169664286077023,
-0.06279709935188293,
0.004767168313264847,
0.007947716861963272,
-0.003909865394234657,
-0.01527031697332859,
0.00021642539650201797,
-0.014332196675240993,
0.03035665675997734,
0.025415508076548576,
-0.00414646603167057,
-0.004179788287729025,
-0.02571597509086132,
-0.0012535161804407835,
-0.028681378811597824,
-0.026446431875228882,
0.03287455812096596,
-0.013939445838332176,
-0.005320684984326363,
0.003777853213250637,
-0.014898618683218956,
0.022568479180336,
0.018229421228170395,
-0.009798469953238964,
-0.011415235698223114,
0.014267945662140846,
-0.004825891461223364,
0.005386216565966606,
-0.00029498315416276455,
-0.01813594438135624,
-0.015485073439776897,
0.007458189036697149,
0.014004392549395561,
-0.003217175370082259,
0.014545814134180546,
-0.011010652408003807,
0.0014712789561599493,
-0.019554419443011284,
0.001566399703733623,
0.002519882982596755,
0.026378681883215904,
0.00273066945374012,
-0.01699540764093399,
0.0010241414420306683,
0.018656540662050247,
0.0018616700544953346,
-0.024618912488222122,
-0.0006223164964467287,
0.007124192081391811,
0.031495340168476105,
0.027982302010059357,
-0.003707239869982004,
0.003754674457013607,
0.001351729966700077,
0.03350498527288437,
0.023158876225352287,
0.022350341081619263,
-0.01138292159885168,
0.004977700300514698,
0.002774661872535944,
0.008418222889304161,
-0.013707151636481285,
-0.016153285279870033,
0.018625760450959206,
0.005077626556158066,
-0.003765772795304656,
-0.007542354986071587,
-0.01702169142663479,
0.0062551796436309814,
-0.006006497424095869,
-0.008824644610285759,
-0.08082917332649231,
-0.02290007844567299,
0.038619428873062134,
0.005302549339830875,
0.007053672801703215,
0.024906110018491745,
-0.04273714870214462,
-0.021294154226779938,
-0.012279907241463661,
-0.010742073878645897,
0.0036119623109698296,
0.009860610589385033,
-0.015266495756804943,
0.006628471426665783,
-0.005108734592795372,
-0.014022216200828552,
0.014789349399507046,
-0.012642237357795238,
0.008928932249546051,
0.013195952400565147,
0.014685429632663727,
0.024052636697888374,
0.03928263857960701,
-0.02036873623728752,
-0.007773859426379204,
0.027764875441789627,
0.009468898177146912,
-0.006565450690686703,
-0.01639554277062416,
-0.008885007351636887,
-0.00265809940174222,
-0.03366009518504143,
0.019127659499645233,
-0.011777359992265701,
-0.005992090329527855,
-0.0016408339142799377,
0.009073818102478981,
-0.032231640070676804,
-0.010981372557580471,
0.007869883440434933,
-0.01989816501736641,
0.015419818460941315,
-0.004206396639347076,
0.0029908684082329273,
-0.0110267773270607,
0.0018885191529989243,
-0.03384803235530853,
-0.0045653777197003365,
0.021602056920528412,
-0.013421735726296902,
0.03424981236457825,
-0.008344916626811028,
0.02324850484728813,
0.019162815064191818,
-0.012716805562376976,
-0.0267027597874403,
-0.018308840692043304,
0.020727835595607758,
-0.004200577735900879,
-0.018952611833810806,
0.020713362842798233,
0.007981267757713795,
0.004964108113199472,
0.009026512503623962,
-0.017539650201797485,
-0.031099088490009308,
0.013500331901013851,
0.007467711344361305,
0.007754956372082233,
-0.006102599203586578,
0.00175386609043926,
0.019573725759983063,
0.009562984108924866,
0.0016711624339222908,
-0.03692324459552765,
-0.01160997524857521,
-0.014303980395197868,
-0.010259974747896194,
0.03379715979099274,
-0.0024139166343957186,
0.011940378695726395,
0.01978628896176815,
-0.0001080511137843132,
0.025045078247785568,
-0.008977175690233707,
0.013301700353622437,
0.0006258157081902027,
0.029454978182911873,
-0.0007801862084306777,
-0.008121496066451073,
0.022182647138834,
0.005994909908622503,
-0.010838421061635017,
0.005313693080097437,
0.020746581256389618,
0.0005644764751195908,
0.0018016791436821222,
0.005113583989441395,
0.005670403130352497,
0.007991613820195198,
-0.01871156319975853,
-0.016203217208385468,
-0.02957754395902157,
-0.007469588425010443,
-0.03287419304251671,
0.010700264014303684,
-0.011962281540036201,
0.0006808775942772627,
0.016818154603242874,
-0.008760107681155205,
0.026458917185664177,
-0.010816514492034912,
-0.014230025932192802,
-0.03058568947017193,
0.001004982041195035,
0.024873029440641403,
-0.014454225078225136,
-0.03434133902192116,
0.07230349630117416,
0.022291086614131927,
0.0011957432143390179,
-0.008676144294440746,
0.009985534474253654,
0.002825746312737465,
0.022151872515678406,
-0.01873200573027134,
0.010737171396613121,
0.022857677191495895,
0.01076747290790081,
0.029031643643975258,
-0.0002979184500873089,
-0.00608885008841753,
0.004310592543333769,
0.01245641615241766,
0.018772978335618973,
-0.016932427883148193,
0.026844076812267303,
0.03209049627184868,
0.03650785982608795,
-0.025964725762605667,
0.010224804282188416,
-0.009600406512618065,
0.015877045691013336,
0.035983480513095856,
0.011288630776107311,
-0.014615477994084358,
-0.012204525992274284,
0.010878236033022404,
-0.015137815847992897,
0.0009208573028445244,
-0.005189698189496994,
-0.014111662283539772,
-0.003766929730772972,
-0.009868837893009186,
-0.024425681680440903,
-0.004478901159018278,
0.010532120242714882,
-0.0011264546774327755,
0.019630741328001022,
-0.015985770151019096,
-0.012470525689423084,
-0.0012209707638248801,
0.025820132344961166,
-0.008509702049195766,
-0.0027558745350688696,
-0.006151544861495495,
0.003693250473588705,
-0.0026335911825299263,
-0.0073899682611227036,
0.005695245694369078,
0.017317038029432297,
0.012438235804438591,
0.003246425651013851,
-0.006121810991317034,
0.0013302522711455822,
0.0003119654720649123,
-0.015458744019269943,
-0.010066335089504719,
-0.03899732977151871,
0.010505404323339462,
-0.013715238310396671,
-0.008002035319805145,
0.006259859539568424,
-0.018242666497826576,
-0.0031817094422876835,
-0.00870437640696764,
0.03813587501645088,
0.020505625754594803,
-0.0199580080807209,
0.028311749920248985,
-0.010639647953212261,
-0.020308811217546463,
-0.017799532040953636,
0.005695994943380356,
0.008930430747568607,
-0.024571318179368973,
-0.008682790212333202,
0.016637258231639862,
-0.00814143382012844,
-0.0045860884711146355,
-0.005903230048716068,
-0.00113615021109581,
0.002338229678571224,
0.021104365587234497,
0.003946199547499418,
-0.07430888712406158,
-0.011856288649141788,
-0.0023804695811122656,
-0.013015116564929485,
-0.011302193626761436,
0.047699399292469025,
-0.024324148893356323,
0.006267004646360874,
-0.012844959273934364,
-0.0038931542076170444,
0.024767693132162094,
-0.029910273849964142,
0.02333866059780121,
-0.006157060153782368,
0.007242406718432903,
0.037295080721378326,
-0.005194729194045067,
0.018243741244077682,
-0.030869560316205025,
0.03296175226569176,
0.02336801402270794,
-0.017287401482462883,
-0.010897192172706127,
-0.024158194661140442,
0.004360475577414036,
-0.08135270327329636,
-0.013154089450836182,
0.014815212227404118,
-0.021365560591220856,
-0.005968216806650162,
-0.0153606366366148,
0.024296019226312637,
-0.0030431856866925955,
0.017169302329421043,
-0.009055402129888535,
-0.004254145547747612,
0.023319434374570847,
0.02198178879916668,
0.012521541677415371,
-0.01399919856339693,
-0.0017258021980524063,
0.00034321920247748494,
0.042681604623794556,
0.005242924205958843,
0.022677874192595482,
-0.017595399171113968,
-0.014574325643479824,
-0.006669606082141399,
-0.007221139036118984,
-0.0052396077662706375,
-0.01923738420009613,
-0.020041070878505707,
0.01343458890914917,
0.007165132090449333,
-0.007385001052170992,
-0.013780917972326279,
0.024147700518369675,
-0.01803039014339447,
-0.017890866845846176,
-0.00792323425412178,
-0.018840735778212547,
-0.0036090321373194456,
-0.020605403929948807,
-0.00696200504899025,
-0.0007891897112131119,
0.0019825552590191364,
-0.0056265247985720634,
0.004212622996419668,
0.011332094669342041,
-0.0022477537859231234,
-0.012101542204618454,
0.003892372129485011,
-0.006761627271771431,
0.004140283912420273,
-0.02511359006166458,
0.007213559467345476,
0.003534930059686303,
-0.03352207690477371,
-0.000870188232511282,
0.020283376798033714,
-0.003680418711155653,
-0.004638937301933765,
0.03066578134894371,
-0.020773865282535553,
0.005557781085371971,
-0.00944158062338829,
0.00205901637673378,
0.030494924634695053,
0.07265834510326385,
-0.030711879953742027,
0.01170915924012661,
-0.003387443721294403,
-0.006671108305454254,
0.005895321257412434,
-0.0330367274582386,
0.012907678261399269,
0.02461523935198784,
-0.024300269782543182,
-0.0019123265519738197,
-0.0014399434439837933,
-0.014132840558886528,
0.003961150534451008,
0.030178384855389595,
0.01618281379342079,
0.002230903133749962,
-0.009849444031715393,
-0.027474697679281235,
-0.022199172526597977,
-0.006503118667751551,
0.00728154182434082,
-0.01993902400135994,
-0.025423767045140266,
0.0238337442278862,
-0.0015104704070836306,
-0.00176277756690979,
-0.014750477857887745,
-0.018663454800844193,
-0.009851012378931046,
0.0013378593139350414,
0.014878930523991585,
0.005966466851532459,
-0.021745596081018448,
0.010745411738753319,
-0.01959926262497902,
0.001174247357994318,
0.0194560457020998,
0.000039185164496302605,
-0.01494705118238926,
-0.0257839635014534,
0.012709183618426323,
-0.004574968479573727,
0.014217529445886612,
-0.00762522779405117,
-0.016084939241409302,
0.03318703919649124,
-0.017400775104761124,
0.003111473750323057,
0.00098008057102561,
0.03206648677587509,
-0.009062016382813454,
-0.024745749309659004,
-0.005665117874741554,
0.012706577777862549,
-0.02485089935362339,
0.02201244980096817,
0.006312177516520023,
-0.015387464314699173,
-0.009197276085615158,
-0.015710610896348953,
-0.013360898941755295,
0.014320474117994308,
0.0001598325907252729,
-0.0047508785501122475,
0.00037304568104445934,
-0.00003454647958278656,
-0.025842830538749695,
0.002846152288839221,
0.00612533139064908,
-0.0025718524120748043,
0.009778465144336224,
0.0054039075039327145,
0.0424828976392746,
0.014091109856963158,
-0.001951319631189108,
-0.03320512920618057,
-0.0027696769684553146,
0.016407174989581108,
0.016631875187158585,
0.0018499279394745827,
0.006780187599360943,
-0.016483226791024208,
0.031582288444042206,
-0.007149316370487213,
0.010317717678844929,
0.010096197947859764,
-0.0129062719643116,
0.004603249952197075,
0.009323847480118275,
0.013888968154788017,
-0.0014040963724255562,
0.0013599181547760963,
-0.004541678354144096,
0.001138178864493966,
0.032622624188661575,
0.022592656314373016,
0.0026702964678406715,
0.018720272928476334,
-0.014867059886455536,
0.04611489921808243,
0.01978115923702717,
-0.0013141743838787079,
-0.010951358824968338,
0.005540856160223484,
0.0016875896835699677,
0.021934105083346367,
-0.011650500819087029,
-0.02279411256313324,
-0.03942050039768219,
-0.007512192241847515,
0.022096585482358932,
0.0008232584223151207,
0.005612959153950214,
0.0002885931171476841,
0.01886877790093422,
-0.011068761348724365,
0.00411967234686017,
-0.0003413301892578602,
-0.0109249884262681,
0.013889867812395096,
0.011034464463591576,
0.009240284562110901,
0.015585187822580338,
-0.022583220154047012,
0.00428947526961565,
-0.00920407846570015,
-0.00030114175751805305,
0.0005051363259553909,
-0.010491451248526573,
0.008293760940432549,
0.005055461078882217,
0.015043571591377258,
0.004881700035184622,
0.007211911957710981,
-0.004419134929776192,
-0.001241498626768589,
0.014890613034367561,
0.009344191290438175,
0.007708822842687368,
0.0024393033236265182,
-0.00219316640868783,
0.012703705579042435,
0.006085127592086792,
0.007940497249364853,
0.004907161928713322,
-0.030010830610990524,
0.03644809126853943,
-0.007576731964945793,
-0.021536896005272865,
0.002004466950893402,
-0.0020533886272460222,
-0.021199030801653862,
-0.007376504130661488,
-0.022921398282051086,
0.0067117405124008656,
-0.0066184233874082565,
-0.018504194915294647,
-0.0042866989970207214,
0.001235323492437601,
0.002675086259841919,
0.02673492208123207,
-0.0007075322791934013,
0.02081223949790001,
-0.01294117234647274,
0.014426546171307564,
0.00868806429207325,
0.039973415434360504,
-0.023471908643841743,
-0.007317398674786091,
0.03791029378771782,
-0.0013259390834718943,
0.006634932942688465,
0.02708083763718605,
0.004381553269922733,
0.004664418287575245,
-0.005549263209104538,
-0.01648331619799137,
-0.018937399610877037,
0.0026406534016132355,
0.001841873861849308,
-0.05092184245586395,
-0.015132392756640911,
-0.014952166005969048,
0.0005528022302314639,
0.01543034240603447,
-0.003137719351798296,
-0.02666107378900051,
0.005990741774439812,
-0.01822037622332573,
-0.013235734775662422,
0.016882196068763733,
-0.01007331907749176,
-0.016431281343102455,
0.015216016210615635,
-0.003325096098706126,
0.03354256600141525,
0.02297881804406643,
-0.0021359454840421677,
0.0033641522750258446,
0.0030141626484692097,
-0.020488737151026726
] | [
0.060420650988817215,
-0.2262382060289383,
1.2358968257904053,
-0.07848771661520004,
-0.0737907737493515,
0.24323315918445587,
-0.14834673702716827,
-0.8584029674530029,
0.25205010175704956,
-0.038639407604932785,
-0.11482539772987366,
0.7067867517471313,
-0.14643464982509613,
0.2253272384405136,
0.18983088433742523,
0.6432210803031921,
0.5562666058540344,
0.04400060698390007,
0.12765052914619446,
-0.7838451266288757,
-0.1353411227464676,
-0.28235742449760437,
0.5364232063293457,
0.06184415891766548,
0.20770733058452606,
0.1293441653251648,
0.890067458152771,
0.3465333580970764,
0.06080702692270279,
0.25285881757736206,
-0.040437933057546616,
0.23900534212589264,
0.018317556008696556,
-0.21788236498832703,
0.723365306854248,
-0.20824801921844482,
0.08607000857591629,
0.06748618185520172,
-0.03930534049868584,
-0.21689343452453613,
-0.5803090929985046,
-0.14410127699375153,
-0.16785843670368195,
0.4765321612358093,
-0.14344573020935059,
-0.248758465051651,
-0.8949878215789795,
-0.03781045600771904,
0.03903467580676079,
-0.1972113698720932,
-0.3353760540485382,
-0.10117381811141968,
0.13788233697414398,
0.509860098361969,
0.21221497654914856,
0.020676687359809875,
-0.43080031871795654,
-0.36781808733940125,
0.35625511407852173,
0.0021329496521502733,
-0.05569508299231529,
-0.2734205722808838,
-0.11389914155006409,
0.3323591947555542,
0.16753947734832764,
-0.0506700798869133,
-0.27629169821739197,
0.09771182388067245,
-0.2798070013523102,
0.04117736592888832,
0.4560815989971161,
0.11262774467468262,
-0.1602766215801239,
-0.4109416902065277,
-0.16496892273426056,
-0.45596688985824585,
-0.19902564585208893,
0.33314576745033264,
0.7307655811309814,
-0.1284162998199463,
0.33284997940063477,
-0.09894740581512451,
0.5698506236076355,
0.11465688794851303,
0.5008363127708435,
0.38328421115875244,
0.15673381090164185,
0.19136178493499756,
-0.646675169467926,
0.4033299684524536,
-0.1931072324514389,
-0.43089327216148376,
-0.027467304840683937,
0.6559955477714539,
0.241881862282753,
-0.40151020884513855,
-0.47790101170539856,
0.17649978399276733,
0.23747482895851135,
0.11763734370470047,
-0.0780947133898735,
0.2334497720003128,
-0.08928599208593369,
-0.2530539631843567,
0.12463594973087311,
-0.5002381801605225,
-1.0367717742919922,
-0.7072818875312805,
-0.3316088616847992,
0.056478966027498245,
-0.3741839826107025,
0.014587939716875553,
0.10859248042106628,
-0.25426608324050903,
-0.010882810689508915,
-0.05007090047001839,
0.035587746649980545,
-0.2708726227283478,
0.6003766059875488,
0.9220983386039734,
0.550792396068573,
1.024835467338562,
-0.12236249446868896,
0.33106210827827454,
0.21362978219985962,
-0.025807665660977364,
0.30192655324935913,
0.7567154169082642,
-0.7222931385040283,
0.383976012468338,
0.24363666772842407,
0.4876559376716614,
-0.1451912820339203,
0.30017122626304626,
-0.4821963310241699,
-0.3061894476413727,
0.10585916042327881,
-0.3830992877483368,
0.192143052816391,
0.19568274915218353,
-0.44329696893692017,
-0.570335865020752,
-0.04647736996412277,
-0.5741146802902222,
0.16214609146118164,
-0.0848664864897728,
-0.11415190994739532,
-0.40248560905456543,
-0.7753660082817078,
0.24145326018333435,
-0.32285308837890625,
0.12690986692905426,
-0.31195318698883057,
-0.35026583075523376,
-0.41385599970817566,
-0.2281263917684555,
0.06708719581365585,
-0.012971657328307629,
-0.7116418480873108,
0.15217325091362,
0.33863547444343567,
0.09388602524995804,
-0.40022945404052734,
0.21841274201869965,
0.5727441906929016,
-0.34475621581077576,
0.7640753984451294,
0.4100593626499176,
-0.05712890625,
-0.20814970135688782,
0.27440211176872253,
0.036987971514463425,
-0.2542089521884918,
0.0521579384803772,
0.04235145449638367,
0.020003799349069595,
0.2274533361196518,
-0.03862323984503746,
-0.042814843356609344,
0.014287733472883701,
-0.6567869186401367,
0.1289246827363968,
0.08308111876249313,
0.06083128601312637,
-0.18913164734840393,
0.3447369635105133,
0.3761695921421051,
0.06448423117399216,
0.19831056892871857,
0.08011379837989807,
-0.055071160197257996,
-0.5589796304702759,
0.41360729932785034,
-0.32247430086135864,
0.810390055179596,
-0.502902626991272,
-0.4427120089530945,
0.2556108236312866,
0.3629811406135559,
0.6014245748519897,
-0.08115923404693604,
0.16534939408302307,
0.23513582348823547,
-0.6977860927581787,
-0.18485446274280548,
-0.14186562597751617,
-0.16608187556266785,
0.19690950214862823,
0.09918244928121567,
-0.416619211435318,
0.16731402277946472,
-0.36970365047454834,
0.023477468639612198,
-0.10861638188362122,
0.27817073464393616,
-0.19110144674777985,
-0.09420937299728394,
-0.036336880177259445,
0.46709415316581726,
0.2916988134384155,
0.5434377193450928,
-0.1530994176864624,
-0.3618200719356537,
0.5743106603622437,
-0.5560839772224426,
0.5474839210510254,
0.5566244125366211,
0.48975682258605957,
0.15010589361190796,
-0.7370318174362183,
-0.06964224576950073,
-0.4175398647785187,
-0.27591052651405334,
-0.1877606362104416,
0.01567867398262024,
0.16743414103984833,
-0.35622507333755493,
0.19219718873500824,
0.6518951058387756,
-0.008104236796498299,
0.36758700013160706,
0.46777206659317017,
-0.23926401138305664,
0.0918981209397316,
0.03872204199433327,
-0.3465665578842163,
0.1525193601846695,
0.13524694740772247,
-0.0012702358653768897,
-0.2343951165676117,
-0.03500131890177727,
-0.14262361824512482,
-0.07221155613660812,
-0.15797342360019684,
-0.05149659886956215,
-0.17048536241054535,
-0.19347600638866425,
-0.37815624475479126,
0.018721051514148712,
0.023936238139867783,
-0.32174670696258545,
0.012557596899569035,
-0.05771797522902489,
-0.35688498616218567,
0.018582964316010475,
-0.4401026964187622,
-0.6408595442771912,
0.2691451609134674,
0.5653952360153198,
0.5610707402229309,
0.126747265458107,
0.4425428807735443,
0.012195795774459839,
-0.2953711748123169,
-0.39895182847976685,
-1.1452605724334717,
1.1251864433288574,
0.1933203786611557,
-0.36435452103614807,
-0.4056369364261627,
0.0896046832203865,
0.12933237850666046,
1.0675345659255981,
0.28185465931892395,
-0.44075828790664673,
-0.1529807448387146,
0.47054919600486755,
-0.30104202032089233,
-0.5872905254364014,
-0.24015942215919495,
-0.03136853128671646,
0.5254132151603699,
-0.09986460953950882,
-0.05534812808036804,
-0.01952405832707882,
0.8881661891937256,
-0.1545417606830597,
0.24190744757652283,
0.6338624954223633,
0.11095987260341644,
-0.26885250210762024,
-0.03394675627350807,
-0.08266933262348175,
0.1701006442308426,
0.007471319753676653,
-0.10271859914064407,
-0.5673716068267822,
0.07294295728206635,
-5.970891952514648,
0.14763016998767853,
-1.0510996580123901,
-0.03546637296676636,
-0.04956641420722008,
-0.18829505145549774,
0.7833787202835083,
0.04442352056503296,
0.2990134656429291,
-0.20605981349945068,
-0.45055606961250305,
0.4986138641834259,
-0.094574473798275,
0.04266688972711563,
0.6465399265289307,
0.5724091529846191,
0.4827141761779785,
-0.40443843603134155,
0.5880833268165588,
-0.06923269480466843,
-0.06465011835098267,
-0.3443651497364044,
-0.12085051089525223,
0.09512724727392197,
0.2660844922065735,
0.06429283320903778,
-1.0413548946380615,
0.041598740965127945,
0.08290725201368332,
-0.44627875089645386,
0.09696459025144577,
-0.43325918912887573,
-0.32272955775260925,
-0.08864137530326843,
0.7601073384284973,
0.13564376533031464,
0.4521484076976776,
0.1529218703508377,
0.021619649603962898,
-0.2873087227344513,
0.8594189882278442,
0.18894600868225098,
0.35316014289855957,
0.02714718133211136,
0.3583880364894867,
0.05472135171294212,
-0.07821312546730042,
0.17879292368888855,
-0.3977625072002411,
0.701217532157898,
-0.18756157159805298,
0.06737315654754639,
0.23033146560192108,
0.14364470541477203,
0.009902216494083405,
0.004921658895909786,
0.04139374569058418,
0.4657423794269562,
-0.32117173075675964,
0.16509214043617249,
-0.5187669396400452,
-0.33945029973983765,
-0.345806747674942,
-0.6571003794670105,
-0.35718628764152527,
0.4093334376811981,
-0.4286379814147949,
-0.16374298930168152,
0.693520724773407,
0.09474635869264603,
-0.41790875792503357,
-0.21252122521400452,
-0.24699635803699493,
-0.6486053466796875,
0.6524971127510071,
-0.6491179466247559,
0.7224867343902588,
0.2164652943611145,
-0.3349314033985138,
0.01991339772939682,
0.19027724862098694,
-0.12113086879253387,
0.1755453497171402,
-0.06573968380689621,
-0.09583354741334915,
-0.379722535610199,
0.03458040580153465,
-0.3249061405658722,
0.12532903254032135,
0.26321250200271606,
0.41249698400497437,
0.10514017939567566,
-0.20517197251319885,
-0.018544485792517662,
0.12512080371379852,
-0.5583990216255188,
0.6045382618904114,
-0.16852882504463196,
0.05915715917944908,
-0.25947222113609314,
0.7910670638084412,
-0.09948951750993729,
-0.3063729703426361,
-1.073277235031128,
-0.4429257810115814,
0.40340304374694824,
-0.4335782527923584,
0.2963506281375885,
0.804454505443573,
-0.040842145681381226,
0.3407481014728546,
-0.2820133864879608,
0.21919263899326324,
-0.10166340321302414,
0.7862043380737305,
-0.1450854241847992,
-0.46477389335632324,
0.35463061928749084,
0.03977559134364128,
-0.31173890829086304,
0.04304555803537369,
0.05183899402618408,
-0.2669246196746826,
-0.5259493589401245,
-0.40941596031188965,
-0.019619548693299294,
0.28767943382263184,
0.5026919841766357,
-0.8140498995780945,
-0.0022752503864467144,
0.5385596752166748,
0.16420888900756836,
-0.4620959162712097,
-0.3330344557762146,
0.023770328611135483,
-0.3660983443260193,
-0.30334603786468506,
0.09129039943218231,
0.5040417313575745,
-0.29763343930244446,
0.004505791235715151,
-0.06848164647817612,
0.23482650518417358,
-0.25105923414230347,
0.19589808583259583,
0.171050027012825,
0.19629010558128357,
0.028040345758199692,
-0.19759556651115417,
-0.33603435754776,
0.3192110061645508,
0.004490632563829422,
0.19495020806789398,
-0.4143427908420563,
-0.14082454144954681,
0.15710578858852386,
0.17175912857055664,
-0.2540142834186554,
0.6868175268173218,
-0.5862914323806763,
0.43498921394348145,
0.3619694411754608,
-0.9281314611434937,
0.19051820039749146,
0.18159395456314087,
0.3374212682247162,
-0.7490479946136475,
-0.519941508769989,
0.12088078260421753,
0.36147555708885193,
-0.23520590364933014,
-0.7916314601898193,
-0.28975746035575867,
-0.6303656697273254,
0.3703326880931854,
0.31822702288627625,
0.22233900427818298,
-0.1140749529004097,
0.1978272944688797,
-0.18483316898345947,
-0.04201463982462883,
0.1682811975479126,
-0.31973889470100403,
0.638037919998169,
0.3761187791824341,
-0.3121982216835022,
-0.36928030848503113,
0.08707743138074875,
-0.17823399603366852,
-0.3087097704410553,
0.13328240811824799,
0.3892825245857239,
0.5362815260887146,
-0.007273631636053324,
-0.23940207064151764,
-0.41895753145217896,
0.22269654273986816,
0.8408957719802856,
-0.48239216208457947,
-1.0330944061279297,
-0.2688978910446167,
0.7489819526672363,
-0.3525511622428894,
0.8791768550872803,
-0.01838279329240322,
0.15936870872974396,
0.05187597870826721,
0.20428048074245453,
0.19465647637844086,
0.0674915686249733,
0.07241402566432953,
-0.6150296926498413,
-0.20447823405265808,
0.14360332489013672,
-0.5668637752532959,
0.600678026676178,
0.17239969968795776,
-0.30003881454467773,
-0.18461278080940247,
-0.010646950453519821,
-0.020152978599071503,
-0.47177013754844666,
0.11172349005937576,
0.20852944254875183,
-0.5404138565063477,
0.06335754692554474,
0.19011357426643372,
-0.514609694480896,
0.2907908856868744,
0.4311524033546448,
-0.044642310589551926,
-0.21234513819217682,
-0.06680631637573242,
-0.028050726279616356,
-0.2762746810913086,
-0.016604289412498474,
-1.3427081108093262,
0.18488290905952454,
-0.3930574953556061,
0.5439198017120361,
-0.19319353997707367,
0.6202897429466248,
-0.298242449760437,
-0.18010586500167847,
-0.29092875123023987,
0.16385667026042938,
0.2008337676525116,
-0.29663702845573425,
-1.0284619331359863,
0.16043302416801453,
0.08583199977874756,
-0.22964081168174744,
-0.13735724985599518,
0.40625640749931335,
0.820176362991333,
0.27465900778770447,
-0.2348637729883194,
-0.4122387766838074,
-0.07962635159492493,
0.6047446131706238,
-0.3523631691932678,
0.17304466664791107,
-0.3412855863571167,
-0.23955701291561127,
0.11125433444976807,
0.3220783770084381,
-0.12624827027320862,
-1.3939690589904785,
0.1205698698759079,
0.16807755827903748,
0.1122652143239975,
0.15459303557872772,
0.8168632984161377,
0.8441016674041748,
-0.08577077835798264,
-0.041815344244241714,
-0.20245462656021118,
0.15875287353992462,
0.056253332644701004,
0.40144503116607666,
-0.30464261770248413,
-0.1989573985338211,
0.2545199990272522,
-0.09976974129676819,
-0.10992592573165894,
0.11609602719545364,
0.09020744264125824,
0.003064363729208708,
-0.0442751981317997,
-0.3011768162250519,
-0.20844879746437073,
0.2273256480693817,
-0.28160560131073,
0.050077881664037704,
-0.3089161515235901,
0.14340704679489136,
0.505532443523407,
-0.10099270939826965,
0.09127870947122574,
-0.6074881553649902,
-0.14432074129581451,
0.6517978310585022,
0.5857589244842529,
-0.3024681806564331,
0.23381473124027252,
-0.08493871986865997,
0.2784256935119629,
0.06242150440812111,
-0.3241046965122223,
-0.12203168869018555,
0.05045221373438835,
-0.020470529794692993,
-0.11441025882959366,
0.41774749755859375,
-0.17105810344219208,
0.15388229489326477,
0.32747507095336914,
0.5914279818534851,
0.2910681366920471,
0.17962178587913513,
0.2715005576610565,
0.5952457785606384,
0.3387623429298401,
0.08190587162971497,
-0.5336493849754333,
0.06623134762048721,
-0.542550802230835,
0.03577413409948349,
0.27882149815559387,
0.01081615686416626,
0.3180454969406128,
0.29840749502182007,
-0.45060235261917114,
0.8527754545211792,
-0.08579786866903305,
0.5574589967727661,
-0.23761357367038727,
-0.20100577175617218,
-0.43308964371681213,
0.30172523856163025,
0.1110738143324852,
0.9825881123542786,
-0.1407618671655655,
0.09971877932548523,
-0.1965804249048233,
0.07813487946987152,
0.4352307915687561,
-0.23949922621250153,
-0.2522624731063843,
0.6630188822746277,
-0.02348710596561432,
-0.41398563981056213,
0.14320839941501617,
-0.6126394271850586,
-0.4101537764072418,
0.028718840330839157,
0.42442575097084045,
-0.18751125037670135,
-0.2077481895685196,
0.2471257448196411,
-0.07010304182767868,
0.5034492015838623,
-0.24037937819957733,
-0.05842561274766922,
-1.1924006938934326,
-0.2057783156633377,
0.24352338910102844,
-0.09930381923913956,
0.19400028884410858,
0.0963091254234314,
0.3548227548599243,
0.3807697594165802,
0.04394277185201645,
0.8197036981582642,
-0.12933574616909027,
-0.469338983297348,
-0.0210118368268013,
0.039156027138233185,
-0.22020284831523895,
0.3368333876132965,
-0.48370361328125,
0.4059355854988098,
-0.031552303582429886,
-0.4309980869293213,
-0.2725793123245239,
-0.7990860939025879,
-0.07073932141065598,
-0.25256145000457764,
0.4591515362262726,
-0.5226673483848572,
0.22353318333625793,
-0.6231017112731934,
-0.4185747504234314,
-0.008640553802251816,
-0.2596079409122467,
-0.1555212289094925,
0.028882484883069992,
0.4032383859157562,
0.500167191028595,
0.6040642857551575,
-0.15024536848068237,
0.3776751756668091,
-0.13869807124137878,
0.37937131524086,
0.05062473937869072,
0.5061612129211426,
-0.7152339220046997,
0.1514972299337387,
-0.41852763295173645,
-0.09028947353363037,
0.9520696997642517,
-0.27372315526008606,
-0.016861863434314728,
0.18112950026988983,
0.2918644845485687,
0.3900722861289978,
0.5944855809211731,
-0.4898225665092468,
0.11249560862779617,
-0.29875820875167847,
-0.5415472388267517,
-0.8168222308158875,
0.13847395777702332,
0.3340223431587219,
0.2556750178337097,
-0.1379730999469757,
0.3857145607471466,
0.3234129846096039,
-0.4351484775543213,
0.14734968543052673,
-0.14068472385406494,
-0.262760728597641,
-0.09173963963985443,
0.6767979264259338,
-0.27180781960487366,
-0.03674319013953209,
-0.23269562423229218,
0.4302610158920288,
0.09299099445343018,
-0.38430705666542053,
-0.1389337182044983,
-0.30440348386764526,
-0.37758877873420715,
0.18173794448375702,
-0.1551235169172287,
-0.005276994779706001,
-0.30115529894828796,
-0.301588773727417,
-0.6334396600723267,
0.20851123332977295,
-0.06338918954133987,
-0.7869281768798828,
0.0611584298312664,
-0.024841684848070145,
-0.27276426553726196,
0.26456397771835327,
-0.18533867597579956,
-0.45762279629707336,
-0.5226260423660278,
-0.24787409603595734
] |
While accurately predicting mood and wellbeing could have a number of important clinical benefits, traditional machine learning (ML) methods frequently yield low performance in this domain. We posit that this is because a one-size-fits-all machine learning model is inherently ill-suited to predicting outcomes like mood and stress, which vary greatly due to individual differences. Therefore, we employ Multitask Learning (MTL) techniques to train personalized ML models which are customized to the needs of each individual, but still leverage data from across the population. Three formulations of MTL are compared: i) MTL deep neural networks, which share several hidden layers but have final layers unique to each task; ii) Multi-task Multi-Kernel learning, which feeds information across tasks through kernel weights on feature types; and iii) a Hierarchical Bayesian model in which tasks share a common Dirichlet Process prior. We offer the code for this work in open source. These techniques are investigated in the context of predicting future mood, stress, and health using data collected from surveys, wearable sensors, smartphone logs, and the weather. Empirical results demonstrate that using MTL to account for individual differences provides large performance improvements over traditional machine learning methods and provides personalized, actionable insights. | [
0.031029390171170235,
0.012835593894124031,
-0.005098180845379829,
-0.0057850731536746025,
0.003471923293545842,
0.0005388441495597363,
0.008372149430215359,
0.0032342933118343353,
-0.007372790947556496,
-0.0026889867149293423,
-0.022866033017635345,
0.013011280447244644,
0.002311467658728361,
0.01934194564819336,
-0.0019966496620327234,
-0.011466940864920616,
-0.030379926785826683,
0.029158487915992737,
0.008636165410280228,
-0.004781407304108143,
-0.021085597574710846,
0.016386352479457855,
0.008902493864297867,
0.02147747576236725,
-0.011047136038541794,
0.05075857788324356,
-0.014084063470363617,
0.004268280696123838,
-0.016267696395516396,
0.016047503799200058,
-0.013308688998222351,
0.006047011818736792,
0.029846979305148125,
0.024503905326128006,
0.003554394468665123,
0.013226699084043503,
-0.0004047569236718118,
0.021037723869085312,
0.016244234517216682,
-0.004340781830251217,
0.008138702251017094,
-0.00785386934876442,
0.0005487308371812105,
-0.026631083339452744,
-0.005274700932204723,
0.019167084246873856,
-0.0034289169125258923,
0.013361153192818165,
-0.025083687156438828,
0.014176095835864544,
-0.01647936925292015,
-0.004540635272860527,
-0.005004820879548788,
-0.013226150535047054,
-0.004653373267501593,
0.006112365983426571,
0.015211392194032669,
-0.01919783465564251,
0.0008329609408974648,
-0.007275138981640339,
-0.015986885875463486,
0.014705367386341095,
0.011172045953571796,
-0.0409385971724987,
-0.02126670815050602,
-0.06764355301856995,
0.004701160825788975,
0.004203979857265949,
0.016579080373048782,
0.027579449117183685,
0.035476405173540115,
0.006852521561086178,
0.014771180227398872,
-0.0007523962995037436,
0.0037582390941679478,
0.0028280236292630434,
-0.0074510276317596436,
-0.00009738071821630001,
0.018979471176862717,
0.012948820367455482,
0.0143892178311944,
-0.007342233322560787,
-0.008738106116652489,
0.01247677206993103,
-0.013168111443519592,
0.013604484498500824,
-0.00512859970331192,
0.007279099430888891,
0.002776568289846182,
0.002719505690038204,
0.009833430871367455,
-0.006990528199821711,
0.00015635485760867596,
-0.015790265053510666,
-0.06786209344863892,
-0.006772016175091267,
0.01470099575817585,
0.017512023448944092,
0.016717154532670975,
0.03853572905063629,
-0.012681032530963421,
0.04502921551465988,
0.015163284726440907,
0.0028156305197626352,
0.004202019423246384,
0.00753773283213377,
0.006098841782659292,
0.012020896188914776,
-0.01799897663295269,
0.004868238233029842,
-0.004360256250947714,
0.010899119079113007,
-0.033333249390125275,
0.021773241460323334,
0.023916468024253845,
-0.02032889425754547,
0.006615967024117708,
-0.0021313182078301907,
0.012269019149243832,
-0.004821042530238628,
0.009565964341163635,
0.013967394828796387,
0.007972590625286102,
0.0009261192753911018,
0.005215461831539869,
0.026832178235054016,
-0.003683151211589575,
0.007434988860040903,
-0.01894151233136654,
0.017393261194229126,
-0.007622226141393185,
0.01911155879497528,
-0.012887964025139809,
-0.011344941332936287,
-0.000720777316018939,
-0.005877139046788216,
0.02066047117114067,
-0.01838526874780655,
0.014058561995625496,
-0.006793583277612925,
0.015622826293110847,
0.006100913044065237,
0.0004021107451990247,
0.009363044053316116,
0.016405601054430008,
-0.0043047042563557625,
0.0049378471449017525,
0.011968129314482212,
-0.007519945967942476,
-0.013183210045099258,
0.004544557072222233,
-0.023654021322727203,
-0.02723110094666481,
-0.015492177568376064,
-0.003919816110283136,
0.0013335701078176498,
0.00222382927313447,
-0.01202370598912239,
-0.015613769181072712,
-0.018011268228292465,
0.015518139116466045,
-0.023035040125250816,
-0.0029018463101238012,
0.007562794256955385,
0.009939968585968018,
-0.006012000609189272,
0.0028447220101952553,
-0.005155394785106182,
0.00016094185411930084,
0.003861872013658285,
-0.014723429456353188,
0.012409327551722527,
-0.015069494023919106,
0.010588905774056911,
-0.01732560060918331,
0.006350433453917503,
0.0014097730163484812,
0.008502325043082237,
-0.012510810978710651,
0.06735142320394516,
0.014878785237669945,
-0.006240802817046642,
0.01690485328435898,
-0.005191186908632517,
0.00439362833276391,
-0.017568323761224747,
0.020983776077628136,
-0.010805684141814709,
0.02216247096657753,
-0.011012651957571507,
-0.0024159159511327744,
0.0038748574443161488,
-0.004463267512619495,
0.011646769009530544,
-0.012414328753948212,
0.003041377756744623,
0.004939209669828415,
-0.0050743985921144485,
0.00830782763659954,
-0.013362274505198002,
-0.012432822957634926,
0.009811143390834332,
0.03609728813171387,
0.010002363473176956,
-0.004362128674983978,
0.0094021400436759,
0.030228033661842346,
-0.03234138712286949,
-0.026354975998401642,
0.014867762103676796,
0.014842313714325428,
0.0113254114985466,
0.0111143309623003,
-0.0021311966702342033,
0.013493549078702927,
-0.0017027650028467178,
0.00006575183942914009,
0.022217366844415665,
0.023604827001690865,
-0.011538248509168625,
0.006390622816979885,
-0.021516557782888412,
0.013142697513103485,
-0.019126009196043015,
0.01706269010901451,
0.006335310637950897,
-0.006676407530903816,
0.008867185562849045,
0.0021667703986167908,
-0.01491201389580965,
0.002532748971134424,
-0.04203815013170242,
-0.006887091789394617,
0.03254355862736702,
-0.011931752786040306,
0.00408711563795805,
0.005901298485696316,
-0.006897762883454561,
0.02699931710958481,
-0.01410894189029932,
-0.00027278740890324116,
-0.017095522955060005,
0.010623360984027386,
-0.02116492949426174,
0.009687167592346668,
0.007050744257867336,
-0.005397707689553499,
0.004893406294286251,
-0.013658463023602962,
0.0026673523243516684,
0.004405164625495672,
-0.010394010692834854,
-0.012997934594750404,
-0.008878296241164207,
0.006601348519325256,
0.01899292692542076,
-0.00044496357440948486,
0.008090684190392494,
0.02007608860731125,
-0.020466657355427742,
0.004707386251538992,
0.006647965405136347,
-0.009017430245876312,
-0.027205880731344223,
0.015102076344192028,
0.016820866614580154,
0.02077963761985302,
-0.00238232733681798,
-0.007055077236145735,
-0.009762059897184372,
0.0031055142171680927,
-0.0053177643567323685,
-0.005330726969987154,
-0.08128544688224792,
-0.009686984121799469,
0.00862116552889347,
-0.0008570877835154533,
0.011922787874937057,
-0.00285908579826355,
-0.009332465939223766,
0.012592753395438194,
-0.017227888107299805,
-0.004683009814471006,
0.003561154007911682,
0.008467664010822773,
-0.016356870532035828,
0.01512258779257536,
0.0050325882621109486,
-0.013861267827451229,
0.013927108608186245,
-0.012359211221337318,
0.007721404545009136,
0.005263032857328653,
0.003093595150858164,
-0.051563113927841187,
0.0034918966703116894,
0.018349073827266693,
-0.03551540523767471,
-0.01021208893507719,
0.019691694527864456,
-0.007705299649387598,
0.02429412119090557,
0.005441770888864994,
-0.005627601407468319,
-0.00995170883834362,
-0.02124280110001564,
-0.01670902967453003,
0.0019563427194952965,
0.01457422785460949,
-0.01088828593492508,
0.02880280092358589,
-0.0014574008528143167,
0.022649696096777916,
0.006381426937878132,
0.0034627781715244055,
-0.02589883655309677,
-0.013311682268977165,
0.0005056471563875675,
0.031949564814567566,
-0.026049965992569923,
-0.0014977473765611649,
0.006137329153716564,
-0.02297361195087433,
-0.011302219703793526,
0.0007720011053606868,
-0.011042287573218346,
0.007103723008185625,
-0.01700885221362114,
-0.015326447784900665,
0.0007109413854777813,
-0.007583253085613251,
-0.01492206659168005,
-0.007327869534492493,
0.00015617720782756805,
-0.030814528465270996,
0.0009405165910720825,
0.03060886636376381,
-0.01928979530930519,
-0.0009122949559241533,
-0.0005812689196318388,
-0.02824341505765915,
0.003596053458750248,
0.005698880180716515,
0.025131667032837868,
0.012162276543676853,
-0.0030610188841819763,
0.0008335296297445893,
0.00255957106128335,
-0.018181324005126953,
-0.013508281670510769,
-0.007743689231574535,
0.031185492873191833,
-0.0044134920462965965,
-0.008383214473724365,
0.016096968203783035,
0.010441695339977741,
0.007851479575037956,
-0.016039274632930756,
-0.0031930014956742525,
0.0023668992798775434,
-0.011615755036473274,
0.006563155446201563,
-0.00990598276257515,
0.002834317972883582,
0.01229256484657526,
-0.016975490376353264,
0.006144450977444649,
-0.0017246226780116558,
-0.014377539046108723,
0.017084406688809395,
-0.017874665558338165,
-0.009634673595428467,
0.008351262658834457,
0.022081760689616203,
0.01045309193432331,
-0.01745266653597355,
-0.015978269279003143,
-0.012552541680634022,
0.010203693062067032,
0.0075875697657465935,
0.002037638798356056,
-0.0011416091583669186,
-0.01333906501531601,
0.00356145016849041,
-0.0101748276501894,
-0.006884551607072353,
0.039779290556907654,
0.010684841312468052,
-0.007763121277093887,
-0.020421259105205536,
-0.03288693726062775,
0.07299666106700897,
-0.012395142577588558,
0.002843789290636778,
-0.015348225831985474,
0.006178961135447025,
-0.02020682394504547,
-0.005322364158928394,
0.005617673508822918,
0.004854128696024418,
0.004470334853976965,
0.00852245558053255,
0.012955589219927788,
-0.014617564156651497,
0.014308523386716843,
-0.00845816358923912,
-0.02487502619624138,
-0.00497082993388176,
-0.00929463654756546,
0.02070843242108822,
-0.002283649053424597,
0.016235491260886192,
-0.004000450950115919,
-0.03653562068939209,
-0.022512054070830345,
-0.016374491155147552,
0.0074025653302669525,
-0.0163456741720438,
-0.013221941888332367,
0.006253119558095932,
-0.001568546169437468,
-0.013445857912302017,
-0.01193569228053093,
-0.0020946813747286797,
0.017722424119710922,
0.021397702395915985,
0.005375547334551811,
0.02330307476222515,
-0.020081177353858948,
-0.0003821132704615593,
0.003540933830663562,
-0.0042671989649534225,
-0.015565946698188782,
-0.0045027295127511024,
0.01896784082055092,
-0.00791409146040678,
-0.014967243187129498,
0.0024080867879092693,
-0.008673353120684624,
-0.01691765896975994,
0.0015531601384282112,
-0.0027670988347381353,
0.021206069737672806,
0.008327902294695377,
0.03263679891824722,
-0.010507633909583092,
-0.005011820700019598,
-0.013993840664625168,
-0.006770112551748753,
0.012523324228823185,
-0.01952589675784111,
0.012821586802601814,
-0.0020620254799723625,
0.0037876032292842865,
-0.0036628632806241512,
-0.009852784685790539,
-0.037489183247089386,
-0.006728788837790489,
-0.007405812852084637,
0.01755714602768421,
-0.023716699331998825,
0.006917878054082394,
-0.03685900568962097,
-0.005868697538971901,
0.0030141861643642187,
-0.011569702997803688,
-0.026953723281621933,
-0.0337088406085968,
-0.03957900404930115,
0.004170767497271299,
0.02967182919383049,
-0.009233562275767326,
-0.03216235339641571,
-0.021508995443582535,
-0.004767424426972866,
-0.01331730093806982,
0.0037442788016051054,
0.009138394147157669,
-0.07416944205760956,
0.008411921560764313,
-0.0007975725457072258,
-0.007988416589796543,
0.002747016027569771,
-0.013991471379995346,
-0.00971304252743721,
-0.005612981505692005,
0.05541285127401352,
-0.0040342435240745544,
-0.004764964804053307,
-0.008223725482821465,
-0.026491239666938782,
0.002181901130825281,
0.006672616116702557,
-0.015804585069417953,
-0.015481827780604362,
0.0007165591232478619,
-0.02033214084804058,
0.009641679935157299,
-0.014909995719790459,
0.00035442260559648275,
-0.009189067408442497,
0.006911756470799446,
0.0015351837500929832,
-0.08169524371623993,
0.01274643000215292,
-0.015477076172828674,
-0.0029331324622035027,
-0.029907982796430588,
-0.008550172671675682,
0.015361806377768517,
-0.012613926082849503,
-0.007928217761218548,
-0.017088472843170166,
0.0027188430540263653,
-0.0006462298333644867,
0.02170736715197563,
-0.0024091273080557585,
0.0019308965420350432,
-0.0033973748795688152,
0.024127721786499023,
-0.049876999109983444,
-0.01602047123014927,
-0.027118608355522156,
0.000680962111800909,
-0.011163800954818726,
-0.0082085020840168,
-0.0008155114483088255,
-0.014225050806999207,
0.0014401189982891083,
0.0017103635473176837,
0.005224504508078098,
0.009795485064387321,
0.004313392098993063,
0.027190886437892914,
-0.0001767852227203548,
0.008561668917536736,
0.012089960277080536,
-0.02375323325395584,
-0.005524523090571165,
-0.03602898120880127,
-0.00371276936493814,
0.007645538542419672,
-0.01668628677725792,
-0.0122916791588068,
0.04068272188305855,
0.0030453987419605255,
0.007018050644546747,
-0.024456655606627464,
-0.005863912869244814,
0.002882008207961917,
0.0015933983959257603,
0.0020851492881774902,
-0.007704323157668114,
0.009653575718402863,
-0.014707683585584164,
0.03963763266801834,
-0.006614122539758682,
-0.00842426810413599,
0.01873079314827919,
-0.0053956396877765656,
0.018388336524367332,
-0.009420477785170078,
0.007768274284899235,
-0.012279652059078217,
0.012576259672641754,
-0.0003280636155977845,
0.0725347101688385,
-0.020860353484749794,
0.016699455678462982,
-0.042489007115364075,
-0.018423426896333694,
-0.002364056184887886,
-0.012034901417791843,
-0.023156022652983665,
0.030343202874064445,
-0.007826525717973709,
0.011448104865849018,
-0.010810299776494503,
0.028511837124824524,
0.012228515930473804,
0.002407591324299574,
-0.011248499155044556,
-0.00890953280031681,
0.0026862926315516233,
-0.005477650091052055,
0.012185086496174335,
0.010248525068163872,
-0.022358128800988197,
0.003519178368151188,
0.011548053473234177,
0.021513845771551132,
0.007739996071904898,
-0.009762471541762352,
0.019292078912258148,
-0.03513950854539871,
-0.009535059332847595,
-0.012602290138602257,
0.027463402599096298,
0.002434657420963049,
0.03211933374404907,
0.02853277139365673,
0.002537101972848177,
-0.004546814598143101,
-0.005086743272840977,
0.002204466611146927,
0.016489610075950623,
-0.027364378795027733,
-0.0007759523577988148,
-0.004361148923635483,
-0.008261261507868767,
0.012708314694464207,
-0.002341939602047205,
0.005297480151057243,
0.005175729747861624,
0.0039851781912148,
0.004177798051387072,
0.014183680526912212,
-0.004361346364021301,
0.035843946039676666,
-0.0052359504625201225,
0.007226376328617334,
0.023835942149162292,
0.0026054079644382,
0.010934755206108093,
-0.01971719041466713,
-0.009919015690684319,
0.00282859243452549,
-0.014204993844032288,
0.004287612624466419,
-0.001573440502397716,
0.012295179069042206,
0.023599717766046524,
0.005701568443328142,
-0.019587012007832527,
0.03547678142786026,
0.014924367889761925,
0.02073919214308262,
0.026304155588150024,
0.010152698494493961,
-0.007361274212598801,
-0.003803355386480689,
0.02581254579126835,
0.003163824090734124,
-0.016748225316405296,
0.019792653620243073,
0.0018087450880557299,
-0.013185804709792137,
-0.016660869121551514,
0.012630390003323555,
0.02674918994307518,
0.011898649856448174,
0.016711220145225525,
0.004690893925726414,
0.038937732577323914,
-0.010035975836217403,
0.014183406718075275,
0.01751135103404522,
0.004240209236741066,
0.002626304980367422,
0.017887810245156288,
0.010214429348707199,
0.03176895156502724,
0.009045352227985859,
0.00868978537619114,
0.0033329282887279987,
0.04264909029006958,
-0.0048540495336055756,
-0.008420858532190323,
0.0010997625067830086,
-0.0025032556150108576,
-0.002215336076915264,
0.0020724711939692497,
-0.00769443716853857,
-0.008673565462231636,
0.010808780789375305,
-0.009408900514245033,
-0.0018815821968019009,
0.005540341138839722,
-0.0017355140298604965,
0.006525948643684387,
-0.014365238137543201,
0.000733091146685183,
-0.0032186699099838734,
0.008932515047490597,
0.011501685716211796,
-0.005822806619107723,
-0.014864480122923851,
-0.003524464089423418,
-0.00022849964443594217,
0.03459220379590988,
0.029163412749767303,
-0.020550286397337914,
-0.010904612019658089,
0.016248051077127457,
-0.022887393832206726,
0.00793733261525631,
0.012272805906832218,
-0.018684223294258118,
-0.011096397414803505,
0.013805505819618702,
0.01114573609083891,
0.00730262603610754,
0.013810034841299057,
-0.0013650429900735617,
0.00041087716817855835,
0.016942914575338364,
0.03509041294455528,
-0.009697569534182549,
0.0038894342724233866,
-0.03133063390851021,
0.006466612219810486,
-0.011357194744050503,
0.007902052253484726,
0.010744364932179451,
0.010563498362898827,
0.000005492940545082092,
0.011502623558044434,
0.00822328682988882,
0.010602795518934727,
-0.008260127156972885,
0.015394685789942741,
0.024004016071558,
-0.002561995992437005,
0.024465862661600113,
-0.018513796851038933,
0.021306023001670837,
-0.017733916640281677,
-0.006903737783432007,
0.012365306727588177,
0.02092992141842842,
0.0076520489528775215,
0.018084082752466202,
-0.008845696225762367,
-0.003313446883112192,
-0.007526548113673925,
0.006812014617025852,
-0.018891364336013794,
-0.007228143513202667,
-0.025951560586690903,
0.004288591910153627,
-0.01702859438955784,
-0.010362936183810234,
-0.0029515791684389114,
0.005813939031213522,
-0.02142496407032013,
0.009047666564583778,
0.0038011292926967144,
-0.004939577542245388,
-0.003097668755799532,
-0.007601571269333363,
0.009839832782745361,
0.005372581072151661,
-0.005179525353014469,
-0.0027428907342255116,
-0.003771538380533457,
-0.01854586973786354,
0.011989196762442589,
0.003831990994513035,
-0.008678045123815536,
-0.008451983332633972,
0.0002556014806032181,
-0.009443812072277069,
0.0003964954521507025,
-0.002726244740188122,
-0.010992171242833138,
-0.002199111506342888,
-0.009471031837165356,
-0.038716837763786316
] | [
-0.08129112422466278,
-0.14637532830238342,
0.4061731994152069,
0.1560172289609909,
0.06395751982927322,
0.3608505129814148,
0.257118284702301,
-0.2937864661216736,
0.0867609828710556,
-0.5983660817146301,
0.07434920221567154,
0.7209616899490356,
-0.26229897141456604,
-0.23390358686447144,
-0.376361221075058,
0.5546665191650391,
0.5131755471229553,
0.2810649871826172,
0.002036815043538809,
-0.06197977066040039,
-0.27914637327194214,
-0.10470586270093918,
0.4150139093399048,
-0.21172164380550385,
0.024239186197519302,
0.16991615295410156,
0.4165075719356537,
0.4714427888393402,
0.20055881142616272,
0.20882752537727356,
-0.35039108991622925,
0.8095160126686096,
-0.574077308177948,
-0.22314730286598206,
-0.13186317682266235,
0.23618251085281372,
-0.11683869361877441,
-0.04180362820625305,
-0.042212724685668945,
-0.3111741840839386,
0.05605744570493698,
-0.2076674848794937,
-0.2965236008167267,
0.3217262327671051,
-0.6277281641960144,
-0.635506272315979,
-1.8744637966156006,
-0.06162139028310776,
-0.3853946030139923,
-0.11283411830663681,
-0.20223085582256317,
0.675865888595581,
0.07387462258338928,
0.260894238948822,
-0.3313326835632324,
0.6362635493278503,
-0.5026670694351196,
-0.25101393461227417,
0.15722347795963287,
0.005959430243819952,
0.17724081873893738,
-0.3280905485153198,
-0.2164398431777954,
0.11581498384475708,
-0.19811390340328217,
0.1632070690393448,
-0.2329067587852478,
-0.50596684217453,
-0.8523404598236084,
-0.10324975848197937,
0.06254484504461288,
-0.24361667037010193,
-0.2744019031524658,
0.4392952024936676,
-0.46366095542907715,
0.16447106003761292,
-0.18845155835151672,
-0.21565665304660797,
0.16986486315727234,
0.2572498917579651,
-0.3816516697406769,
0.2453901767730713,
0.5714236497879028,
-0.027151552960276604,
0.501032292842865,
0.38883695006370544,
0.5262476205825806,
0.7462065815925598,
-0.31530019640922546,
0.3517645597457886,
0.13745349645614624,
-0.7077406048774719,
0.3733130693435669,
0.2704753577709198,
0.5497354865074158,
0.025578061118721962,
0.2910216748714447,
0.14732591807842255,
-0.26875725388526917,
0.2112337052822113,
0.1819855123758316,
-0.24277128279209137,
0.018309732899069786,
0.03201523795723915,
-0.4157046973705292,
-0.5575538277626038,
-0.09821979701519012,
-0.9113383889198303,
-0.4021768271923065,
-0.035459671169519424,
-1.1975970268249512,
0.30186352133750916,
0.06351563334465027,
0.06996414065361023,
-0.42112746834754944,
-0.319821298122406,
0.11028247326612473,
-0.12446048110723495,
-0.23738670349121094,
0.23484596610069275,
0.3855273723602295,
0.9447518587112427,
0.17290087044239044,
0.021276012063026428,
0.5375180840492249,
0.10919737815856934,
0.6681457161903381,
0.18017108738422394,
0.09556079655885696,
0.4029100239276886,
0.22532273828983307,
0.6781003475189209,
0.20392920076847076,
-0.2478000372648239,
-0.22762711346149445,
-0.11810026317834854,
0.3758832812309265,
-0.0835559144616127,
0.01596747525036335,
0.13721869885921478,
-0.4547945261001587,
-0.5309963226318359,
-0.1777767390012741,
0.024757524952292442,
0.3043634593486786,
-0.044127386063337326,
-0.29450133442878723,
-0.4598245322704315,
-0.34831681847572327,
-0.36492037773132324,
-0.15093393623828888,
0.2574482262134552,
-0.3668660819530487,
0.07862028479576111,
0.43048185110092163,
0.8862262964248657,
-0.28523680567741394,
-0.2560318410396576,
-0.2857367694377899,
-0.08068112283945084,
-0.020812546834349632,
0.31285253167152405,
-0.5878728628158569,
-0.13800938427448273,
0.3804455101490021,
-0.5090875029563904,
0.06447829306125641,
0.5824949145317078,
0.11195553094148636,
0.11586134880781174,
0.04214318096637726,
-0.28769806027412415,
0.09980334341526031,
-0.2783946990966797,
0.10359860956668854,
-0.06568047404289246,
0.6013847589492798,
0.24346444010734558,
0.30006712675094604,
0.041993364691734314,
-0.6278359293937683,
0.08563043922185898,
0.35593122243881226,
-0.70001620054245,
0.4180288314819336,
0.012237569317221642,
0.43981868028640747,
0.03387198597192764,
-0.23274508118629456,
-0.4128786623477936,
-0.488278865814209,
-0.21539746224880219,
0.9377116560935974,
-0.588218092918396,
1.0119493007659912,
-0.17347325384616852,
-0.514140784740448,
1.3386428356170654,
0.1321212649345398,
-0.0031379107385873795,
0.04601030424237251,
-0.26801472902297974,
-0.12998352944850922,
-0.020043455064296722,
-0.7262710928916931,
-0.11348368227481842,
-0.08894437551498413,
-0.046676862984895706,
-0.6597940921783447,
0.06141861528158188,
0.7009665369987488,
-0.6155782341957092,
-0.2525697648525238,
-0.36120209097862244,
0.1296665519475937,
-0.1326669603586197,
-0.2232576608657837,
0.11688914149999619,
-0.2135610282421112,
0.06704293936491013,
0.7731823325157166,
-0.6132020354270935,
0.05304328724741936,
0.3657764494419098,
-0.03988256677985191,
0.3849804997444153,
0.9543952345848083,
0.07278452813625336,
1.2160893678665161,
-0.8056967854499817,
0.11957166343927383,
-0.500245213508606,
0.3178723156452179,
-0.471429705619812,
-0.5302363634109497,
0.2708248496055603,
0.27579501271247864,
-0.2836279571056366,
0.08836667239665985,
-0.1622893363237381,
-0.1357259303331375,
0.3421773314476013,
-0.46978822350502014,
0.27302077412605286,
0.02714035101234913,
-0.2818770408630371,
-0.8337453007698059,
0.27131399512290955,
-0.7848203182220459,
0.010631822980940342,
-0.5404555201530457,
0.5011627674102783,
0.08842860162258148,
-0.04479655623435974,
0.03311913087964058,
0.13918490707874298,
-0.074326291680336,
-0.12424728274345398,
-0.08645165711641312,
-0.15495432913303375,
-0.16901665925979614,
0.1472541093826294,
0.11718377470970154,
0.11656872183084488,
-0.2615438997745514,
-0.7589518427848816,
-0.5343388319015503,
-0.326193243265152,
0.44609618186950684,
0.8601028919219971,
0.9591213464736938,
-0.8131839632987976,
-0.33168601989746094,
0.4248964786529541,
0.2269478738307953,
-1.1341876983642578,
0.16615955531597137,
0.47052648663520813,
-0.7886764407157898,
-0.23711852729320526,
0.15374885499477386,
0.7218595147132874,
1.349258542060852,
-0.14133445918560028,
-0.34041598439216614,
-0.36080455780029297,
0.23085764050483704,
0.0733800008893013,
-0.09024566411972046,
0.046874403953552246,
-0.1031089797616005,
0.4290446937084198,
-0.09642943739891052,
-0.6687600016593933,
0.1744135022163391,
0.6169809103012085,
0.31042569875717163,
0.48747918009757996,
0.1626254767179489,
0.12004894018173218,
-0.3152349293231964,
0.07502943277359009,
0.0486535020172596,
-0.5416308641433716,
0.037374090403318405,
0.11422298103570938,
-0.33743786811828613,
0.45306289196014404,
-5.837151527404785,
-0.5160873532295227,
-0.22491391003131866,
-0.2579171061515808,
-0.2235993593931198,
-0.2355870008468628,
0.8978259563446045,
-0.2185230702161789,
-0.00596837280318141,
0.12559367716312408,
0.3742556869983673,
0.16515427827835083,
0.06282331049442291,
0.14020130038261414,
0.3470829129219055,
-0.11045645922422409,
-0.09557736665010452,
-0.17714442312717438,
0.567146897315979,
0.33229902386665344,
0.47048014402389526,
-0.13330167531967163,
-0.38748499751091003,
0.8438444137573242,
-0.11186887323856354,
0.45418089628219604,
-0.15401701629161835,
0.14403316378593445,
-0.3093070387840271,
-0.16906088590621948,
-0.21184465289115906,
-0.4036240875720978,
-0.43323013186454773,
-0.1385655701160431,
0.7092061638832092,
-0.1664494276046753,
0.3531780242919922,
-0.01007138192653656,
0.5035507678985596,
-0.3142971694469452,
0.3436184525489807,
0.49633634090423584,
-0.15477414429187775,
-0.426857054233551,
-0.09508277475833893,
-0.19249477982521057,
-0.2548913359642029,
0.20062996447086334,
-0.3765033185482025,
0.27597296237945557,
0.261748731136322,
-0.407772034406662,
0.12943674623966217,
-0.041049711406230927,
0.23925402760505676,
0.015892427414655685,
0.3259910047054291,
0.07039233297109604,
-0.4445483684539795,
0.3655044734477997,
0.4571576416492462,
0.003287711413577199,
-0.13167311251163483,
-0.833713948726654,
-0.26717841625213623,
0.37867051362991333,
-0.43028631806373596,
-0.8450943827629089,
0.3398669362068176,
-0.01975724659860134,
-0.2009006291627884,
-0.499714732170105,
0.053886234760284424,
-0.4905274510383606,
0.2672378420829773,
-0.46540430188179016,
0.1145489513874054,
0.029358742758631706,
0.1403479427099228,
-0.12794703245162964,
-0.457393079996109,
-0.7570353150367737,
-0.020168310031294823,
-0.4076133072376251,
0.1626361459493637,
-0.3160143196582794,
-0.33424800634384155,
0.4885188341140747,
-0.38177594542503357,
0.18298034369945526,
0.3912598788738251,
-0.30465397238731384,
0.4153193235397339,
0.6058703660964966,
0.3409791886806488,
0.3736798167228699,
0.542422890663147,
0.08297379314899445,
0.1491202712059021,
-0.3595122992992401,
0.1832282692193985,
-0.10777834802865982,
-0.2272499054670334,
-0.5706556439399719,
0.12986087799072266,
0.4772960841655731,
-0.5345508456230164,
0.2788081169128418,
0.9453325271606445,
-0.470797061920166,
0.11815053969621658,
0.03726044297218323,
-0.18983468413352966,
-0.34387513995170593,
0.4303574562072754,
-0.14256802201271057,
-0.40135231614112854,
0.5256302356719971,
0.17795953154563904,
0.2919066250324249,
-0.05051825940608978,
0.04446873441338539,
-0.4755016565322876,
-0.2025335133075714,
0.20654989778995514,
-0.22204793989658356,
0.23834867775440216,
0.7150561213493347,
-0.47368133068084717,
0.018805477768182755,
1.0211442708969116,
0.2832114100456238,
0.12732765078544617,
0.24413111805915833,
0.30588042736053467,
-0.40255099534988403,
0.042590003460645676,
0.15372976660728455,
0.4296649098396301,
-0.6209509372711182,
0.6467249393463135,
0.12409665435552597,
0.006117464974522591,
-0.0617411807179451,
0.10210266709327698,
0.05073833465576172,
-0.1986723095178604,
-0.28688350319862366,
-0.19163180887699127,
0.1939353495836258,
0.05188335105776787,
0.06744178384542465,
-0.43501102924346924,
-0.020215753465890884,
-0.3210301399230957,
0.4855574071407318,
0.26903119683265686,
-0.3192785680294037,
0.2966870367527008,
-0.46600642800331116,
0.12831810116767883,
-0.10860151797533035,
-1.3030112981796265,
-0.27459651231765747,
-0.17656482756137848,
0.08868136256933212,
-0.31687623262405396,
-0.07159452885389328,
0.11229779571294785,
0.48444443941116333,
-0.04640864580869675,
-0.6960820555686951,
-0.21173197031021118,
-0.33750462532043457,
-0.23734663426876068,
-0.25673553347587585,
0.16955940425395966,
-0.01384648121893406,
-0.49129533767700195,
0.1229136660695076,
-0.10339434444904327,
-0.6321970820426941,
-0.21548907458782196,
0.09970026463270187,
0.4033724069595337,
0.10231522470712662,
0.018982449546456337,
0.2015920728445053,
-0.2959898114204407,
-0.4233051538467407,
0.018502114340662956,
0.302146852016449,
0.26620686054229736,
0.2044682502746582,
0.2915646731853485,
-0.04979671537876129,
0.23270772397518158,
0.36584392189979553,
0.1588209718465805,
-0.024813201278448105,
-0.1498766541481018,
0.17234587669372559,
-0.56905597448349,
0.2850339114665985,
0.39175230264663696,
-0.7786145210266113,
-0.3159904181957245,
-0.01220326591283083,
-0.25325968861579895,
-0.1790754646062851,
-0.7153089046478271,
-0.23339173197746277,
-0.02770899422466755,
-0.11297520250082016,
-0.06649372726678848,
-0.23900246620178223,
0.3144974112510681,
-0.4057404398918152,
-0.32130223512649536,
0.28223705291748047,
0.3429025113582611,
-0.1544875204563141,
-0.5966485738754272,
-0.04936949908733368,
-0.44993478059768677,
-0.41391459107398987,
0.4487086236476898,
-0.4985141158103943,
-0.06620785593986511,
0.23000496625900269,
-0.1496284157037735,
0.12443588674068451,
0.239182710647583,
0.36555153131484985,
-0.2315680831670761,
-0.34812620282173157,
-0.30420276522636414,
0.30520039796829224,
0.27181491255760193,
-0.22131024301052094,
-0.2825547456741333,
0.8698129057884216,
-0.42782062292099,
-0.12891386449337006,
-0.10240300744771957,
0.16135480999946594,
0.6187339425086975,
-0.587142288684845,
-0.7743358016014099,
0.14585702121257782,
0.34419944882392883,
-0.38362544775009155,
0.11586032807826996,
0.46044468879699707,
1.0236198902130127,
0.22821339964866638,
-0.4867050349712372,
-0.5682714581489563,
-0.10120593011379242,
0.4615168571472168,
0.0802704319357872,
-0.34125301241874695,
-0.17632709443569183,
-0.40464842319488525,
0.5261509418487549,
0.4324900805950165,
-0.27549463510513306,
-0.6210508942604065,
0.3601624071598053,
-0.8042433857917786,
0.49130523204803467,
0.27747637033462524,
0.06115218251943588,
0.41068997979164124,
0.3391582667827606,
-0.239790678024292,
-0.2483602613210678,
-0.15432505309581757,
-0.014218911528587341,
-0.06387925893068314,
0.15832358598709106,
-0.2650474011898041,
0.3296816349029541,
-0.22921046614646912,
0.5295675992965698,
-0.4713234603404999,
0.3727435767650604,
-0.35650160908699036,
-0.40871095657348633,
-0.14707216620445251,
-0.4464581310749054,
0.32453835010528564,
-0.6141259074211121,
-0.2050020545721054,
-0.35377585887908936,
-0.07417938113212585,
0.5201932787895203,
0.3758987784385681,
-0.34793564677238464,
0.18416041135787964,
-0.03363294526934624,
0.6752007007598877,
0.3622712790966034,
-0.29640597105026245,
0.362616628408432,
0.17903944849967957,
-0.001595554407685995,
-0.23183752596378326,
0.007656539790332317,
-0.0739917904138565,
0.08020032942295074,
0.11398833990097046,
0.470205694437027,
0.37406793236732483,
-0.2770044505596161,
0.18871161341667175,
-0.06164202839136124,
0.03728405758738518,
1.0515722036361694,
0.8166511058807373,
0.12477607280015945,
0.23560760915279388,
0.8020906448364258,
-0.5251707434654236,
-0.2601988911628723,
0.6610444784164429,
-0.221276193857193,
0.23720474541187286,
0.4673554599285126,
0.5627067685127258,
0.5745934247970581,
0.8383641242980957,
-0.26480185985565186,
0.41033899784088135,
0.05133796110749245,
0.3242429792881012,
0.08539590239524841,
-0.09292441606521606,
-0.3300513029098511,
-0.27554503083229065,
0.9171326160430908,
0.053534794598817825,
-0.4430270791053772,
0.11329346150159836,
0.036698587238788605,
0.4237920641899109,
0.447033166885376,
0.8322420120239258,
-0.39837735891342163,
0.3340612053871155,
-0.10417911410331726,
-0.2495257556438446,
0.07772801071405411,
-0.02879837155342102,
0.006573480553925037,
-0.4109218716621399,
0.5573154091835022,
-0.16649825870990753,
-0.46046507358551025,
0.4699150621891022,
0.016743088141083717,
0.4855174124240875,
0.13948902487754822,
0.16354557871818542,
-0.24263374507427216,
-0.2535876929759979,
0.6963441967964172,
-0.018071481958031654,
0.471227765083313,
0.29660770297050476,
-0.5718724131584167,
0.5457080006599426,
-0.3475929796695709,
0.7995452880859375,
-0.3191489577293396,
-0.5783226490020752,
0.23721106350421906,
-0.023042406886816025,
-0.12259668111801147,
0.4200514256954193,
0.12915532290935516,
0.05753467604517937,
-0.023491056635975838,
-0.36295104026794434,
0.019382039085030556,
0.0698791965842247,
-0.3054104447364807,
-0.3058752715587616,
0.17222347855567932,
0.1641470044851303,
0.21530930697917938,
-0.677649974822998,
-0.05933239310979843,
0.2818334400653839,
0.2624965310096741,
0.18148599565029144,
-0.4731544554233551,
0.46416160464286804,
0.08862192928791046,
-0.07608740776777267,
-0.21564918756484985,
0.3800954222679138,
0.09369145333766937,
0.6090400218963623,
-0.6329123973846436,
0.31606635451316833,
-0.34669506549835205,
-0.06506243348121643,
-0.8979265689849854,
-0.3203955292701721,
0.8469528555870056,
0.3536994159221649,
-0.24491570889949799,
0.08924279361963272,
-0.12034431099891663,
0.37401318550109863,
0.23178543150424957,
-0.317342072725296,
-0.09992767870426178,
-0.674359917640686,
0.03643897548317909,
-0.21548676490783691,
0.9167895913124084,
-0.2755265533924103,
-0.00977801438421011,
-0.18631552159786224,
0.1571427434682846,
-0.08850293606519699,
-0.34585925936698914,
0.08259623497724533,
-0.4308369755744934,
0.0036071320064365864,
-0.26217272877693176,
0.31905093789100647,
-0.952390193939209,
0.064248226583004,
-0.017341487109661102,
0.09326105564832687,
0.39182865619659424,
-0.471488893032074,
-0.2040887176990509,
-0.38612446188926697,
-0.2678397297859192,
0.6921823620796204,
-0.019732922315597534,
0.3846924602985382,
0.04008390009403229,
-0.46400171518325806,
-0.7455734610557556,
0.23082390427589417,
0.00014577955880668014,
-0.3320019841194153,
-0.4378438889980316,
-0.39656034111976624,
-0.3195747137069702,
0.426467627286911,
0.11796588450670242,
-0.4263796806335449,
-0.6454499959945679,
-0.05644660443067551
] |
We introduce an extensible and modifiable knowledge representation model to represent cancer disease characteristics in a comparable and consistent fashion. We describe a system, MedTAS/P which automatically instantiates the knowledge representation model from free-text pathology reports. MedTAS/P is based on an open-source framework and its components use natural language processing principles, machine learning and rules to discover and populate elements of the model. To validate the model and measure the accuracy of MedTAS/P, we developed a gold-standard corpus of manually annotated colon cancer pathology reports. MedTAS/P achieves F1-scores of 0.97-1.0 for instantiating classes in the knowledge representation model such as histologies or anatomical sites, and F1-scores of 0.82-0.93 for primary tumors or lymph nodes, which require the extractions of relations. An F1-score of 0.65 is reported for metastatic tumors, a lower score predominantly due to a very small number of instances in the training and test sets. | [
0.00019969756249338388,
-0.0020251949317753315,
-0.01477315928786993,
0.007696237415075302,
0.035704467445611954,
0.008586977608501911,
0.012668352574110031,
-0.010377652011811733,
-0.013973388820886612,
0.008804378099739552,
-0.016104169189929962,
0.002157768001779914,
0.00521688861772418,
0.029985301196575165,
0.017528429627418518,
-0.012850460596382618,
-0.010000685229897499,
-0.011423804797232151,
0.015388407744467258,
0.006678556092083454,
-0.013958650641143322,
0.01534634456038475,
0.01075070258229971,
0.018722062930464745,
-0.01464591734111309,
0.006210807245224714,
0.027126356959342957,
-0.023343725129961967,
0.003906941972672939,
-0.006670071743428707,
-0.03973846510052681,
-0.005045087076723576,
0.04231368750333786,
-0.010230482555925846,
-0.008489377796649933,
-0.0030450550839304924,
-0.009161708876490593,
0.026356175541877747,
0.029459841549396515,
-0.006330120377242565,
0.006167064420878887,
-0.014126569032669067,
0.006185194477438927,
-0.026578571647405624,
-0.010736587457358837,
0.018382754176855087,
-0.002974339295178652,
-0.008031897246837616,
-0.03529035672545433,
0.009202863089740276,
-0.016238538548350334,
0.011612813919782639,
-0.009084517136216164,
0.012287789955735207,
-0.007262772880494595,
-0.023092640563845634,
0.020766612142324448,
-0.009817909449338913,
0.00659980159252882,
-0.0048798746429383755,
0.0034733996726572514,
-0.008445012383162975,
0.015208997763693333,
-0.0017345943488180637,
-0.020072240382432938,
-0.06690160930156708,
0.023162858560681343,
0.011783597990870476,
0.0004266055766493082,
0.007364207878708839,
-0.02150474116206169,
0.010553810745477676,
0.008989130146801472,
-0.0016920503694564104,
0.015584131702780724,
0.031074443832039833,
-0.01611373946070671,
-0.001240660436451435,
0.004214230924844742,
0.028871484100818634,
-0.010423526167869568,
0.013466006144881248,
0.013003436848521233,
0.02555835247039795,
-0.0038462888915091753,
0.01681523025035858,
-0.016292957589030266,
-0.012783406302332878,
-0.015229505486786366,
0.02902069501578808,
0.01653742417693138,
-0.000376690411940217,
-0.015413539484143257,
-0.01955224759876728,
-0.021401476114988327,
0.016319390386343002,
0.008034956641495228,
0.02495475672185421,
0.02222614735364914,
-0.008007537573575974,
-0.008560949936509132,
0.02051643654704094,
0.02591998688876629,
-0.0072350408881902695,
-0.005660551134496927,
0.018828758969902992,
-0.029217544943094254,
-0.02268671989440918,
0.009748323820531368,
0.014869565144181252,
0.002256498672068119,
-0.011503300629556179,
-0.04110551252961159,
0.023754995316267014,
-0.00019211811013519764,
-0.008534970693290234,
0.0200943723320961,
-0.012142447754740715,
0.01718929409980774,
-0.04774084687232971,
-0.04336707666516304,
-0.02132544107735157,
0.0002910040784627199,
0.019394315779209137,
0.0066106608137488365,
0.020789258182048798,
0.01128566637635231,
0.004696577787399292,
0.006072649732232094,
0.0028226878494024277,
-0.013350822031497955,
0.015998713672161102,
0.011790702119469643,
0.0034661544486880302,
0.0030648140236735344,
0.008448013104498386,
0.0005815513432025909,
0.016867289319634438,
-0.00521897803992033,
-0.010658932849764824,
0.01427692174911499,
0.01067778654396534,
0.012645555660128593,
0.010327965021133423,
-0.01295689307153225,
-0.010574313811957836,
-0.01128394529223442,
0.0000765044242143631,
-0.008933322504162788,
0.017765987664461136,
0.01594749093055725,
-0.010479442775249481,
-0.00974917784333229,
-0.007088292855769396,
0.012021271511912346,
-0.0043190717697143555,
-0.012992977164685726,
-0.011134142987430096,
-0.007109533995389938,
0.004288042895495892,
0.013437163084745407,
0.001251104287803173,
-0.0003330325707793236,
0.00866574328392744,
-0.021585464477539062,
-0.008776131086051464,
0.0012792600318789482,
-0.011769771575927734,
-0.007410688325762749,
0.007553364150226116,
-0.008809630759060383,
-0.013856795616447926,
0.019841842353343964,
0.007966680452227592,
-0.04766208678483963,
-0.013002986088395119,
0.0055092875845730305,
0.009442961774766445,
-0.023097025230526924,
0.06705564260482788,
0.00011366675607860088,
-0.019201751798391342,
0.0236053504049778,
-0.013853495940566063,
0.015036465600132942,
-0.030870476737618446,
0.02209436520934105,
-0.010524606332182884,
-0.016180571168661118,
0.0029152152128517628,
-0.019536251202225685,
0.015060913749039173,
-0.016116537153720856,
0.009561385959386826,
-0.0006012876983731985,
0.003119588829576969,
-0.004047339782118797,
-0.012534437701106071,
0.03559084236621857,
-0.0006855949759483337,
-0.0027130669914186,
0.008699215948581696,
0.0022594358306378126,
-0.006851889658719301,
0.020173529163002968,
0.029420427978038788,
0.0036084556486457586,
-0.008200356736779213,
0.019795116037130356,
0.029886169359087944,
0.040175922214984894,
-0.019781576469540596,
-0.00732389884069562,
-0.012301869690418243,
0.01432009693235159,
0.0003020279109477997,
-0.027947433292865753,
0.042744386941194534,
0.028825238347053528,
-0.015192944556474686,
-0.013837216421961784,
-0.02124202623963356,
0.015040122903883457,
0.032226718962192535,
0.0001344552729278803,
-0.0077834827825427055,
-0.013788658194243908,
0.015977181494235992,
0.000021190382540225983,
-0.007778605446219444,
-0.010645320639014244,
-0.029308050870895386,
-0.01534070260822773,
-0.0007976426277309656,
0.024048151448369026,
0.017704475671052933,
0.010907109826803207,
-0.03015274740755558,
0.01731097139418125,
-0.013331940397620201,
-0.02172841876745224,
-0.054887011647224426,
0.004060884937644005,
-0.012315926142036915,
0.002369530498981476,
-0.01737147383391857,
0.002755596302449703,
0.012060580775141716,
-0.011732470244169235,
0.016294831410050392,
0.008314985781908035,
-0.017291922122240067,
0.022944221273064613,
0.0008455615025013685,
0.004473146982491016,
-0.003027161583304405,
0.016754228621721268,
-0.02798977494239807,
0.02335847169160843,
-0.00600575003772974,
-0.003909857012331486,
0.012836924754083157,
0.03596977889537811,
0.004077089484781027,
-0.015220805071294308,
0.01629837602376938,
0.00569408992305398,
-0.0030300214421004057,
-0.013044863939285278,
-0.01594449207186699,
0.006383691914379597,
-0.011765685863792896,
0.0007921718643046916,
-0.0807020366191864,
-0.012705717235803604,
-0.01662500388920307,
0.009373367764055729,
0.016526009887456894,
-0.02110769972205162,
0.010737747885286808,
-0.02028829976916313,
-0.0141314547508955,
0.011367842555046082,
0.00951763428747654,
-0.005120649468153715,
-0.0217154361307621,
-0.044127099215984344,
0.021640250459313393,
-0.010486612096428871,
0.02132394164800644,
0.005087796598672867,
0.021954938769340515,
-0.02677970938384533,
0.026124078780412674,
0.010628425516188145,
0.005196464713662863,
-0.0068559544160962105,
-0.016342751681804657,
0.028349054977297783,
0.024585487321019173,
0.0002568290219642222,
0.0033834786154329777,
0.003943439573049545,
0.020521990954875946,
-0.019643040373921394,
-0.02047998271882534,
-0.01903516799211502,
0.02034691721200943,
-0.011497389525175095,
-0.008450588211417198,
-0.00029386451933532953,
-0.012729238718748093,
0.028923163190484047,
-0.016038959845900536,
0.008853945881128311,
-0.006805273704230785,
0.0002719489857554436,
0.013266505673527718,
0.04352627694606781,
-0.00798907969146967,
-0.02422781102359295,
0.01485736295580864,
-0.0037313264328986406,
0.0035724155604839325,
0.003926538862287998,
0.007839903235435486,
0.01189719419926405,
-0.009653166867792606,
-0.022295597940683365,
-0.0387146919965744,
-0.005752308294177055,
-0.008061601780354977,
-0.002736560069024563,
-0.01673809252679348,
-0.06911295652389526,
-0.008226409554481506,
0.027261238545179367,
0.00027822423726320267,
0.017489228397607803,
0.0057993545196950436,
-0.025423217564821243,
0.008214353583753109,
-0.008414464071393013,
0.010522169061005116,
0.003965902142226696,
-0.022907858714461327,
0.00364837609231472,
-0.015492712147533894,
-0.020551461726427078,
-0.02044966071844101,
-0.011325197294354439,
0.019862404093146324,
-0.0009830375202000141,
-0.026048459112644196,
0.003605249337852001,
-0.0114175695925951,
-0.0013668742030858994,
-0.017298400402069092,
0.025213491171598434,
0.009122306481003761,
0.009150778874754906,
0.004120103549212217,
-0.012022561393678188,
0.05030658468604088,
-0.023808984085917473,
0.010438559576869011,
0.009542716667056084,
-0.005746614187955856,
-0.024658601731061935,
0.03686362877488136,
-0.016897380352020264,
0.031842123717069626,
0.011392327025532722,
0.015548594295978546,
-0.01233254000544548,
0.009158787317574024,
-0.017733091488480568,
-0.008288619108498096,
0.017156679183244705,
0.002322796732187271,
-0.0071819378063082695,
-0.0018014240777119994,
-0.004566234070807695,
-0.04548878222703934,
-0.030194096267223358,
-0.0058124735951423645,
0.006049577612429857,
0.008697472512722015,
0.015600206330418587,
-0.010814560577273369,
-0.02353459596633911,
0.07179368287324905,
0.012076952494680882,
0.005576431751251221,
-0.02485264465212822,
-0.0027456488460302353,
-0.04421500489115715,
-0.008406508713960648,
0.0007430496625602245,
-0.017062390223145485,
-0.0009492877870798111,
0.012445542961359024,
0.029264744371175766,
0.025409335270524025,
-0.024280104786157608,
-0.0381108894944191,
0.014736116863787174,
-0.011342477984726429,
0.0044156028889119625,
-0.0028456842992454767,
0.00389822106808424,
0.043476834893226624,
-0.006407835520803928,
-0.014131749980151653,
0.015215538442134857,
-0.015526607632637024,
-0.0222642682492733,
0.01891435869038105,
-0.015525545924901962,
0.0009571237023919821,
0.012209923937916756,
-0.005728436633944511,
0.021283326670527458,
-0.01147487759590149,
-0.003407452953979373,
-0.02072548307478428,
0.026287849992513657,
0.02889244817197323,
0.03559344261884689,
0.007948251441121101,
0.00383549090474844,
0.02064402773976326,
-0.016389669850468636,
0.005435623228549957,
0.018892943859100342,
-0.01766766607761383,
-0.02084185555577278,
0.0009795804508030415,
-0.011677775532007217,
-0.008874771185219288,
-0.014298648573458195,
-0.001960506197065115,
0.02394494041800499,
0.013582127168774605,
0.006547983735799789,
0.00015989597886800766,
-0.018760131672024727,
-0.03374632075428963,
0.01012872438877821,
0.005279840435832739,
0.009353682398796082,
0.011560916900634766,
0.02591027319431305,
-0.002997591160237789,
0.024033546447753906,
0.018008727580308914,
-0.015242244116961956,
-0.011296773329377174,
-0.005755063146352768,
0.01673762872815132,
-0.0034239250235259533,
0.009335016831755638,
-0.01763140596449375,
-0.019082054495811462,
-0.004249729681760073,
-0.0355411097407341,
-0.020427580922842026,
-0.01394047960639,
0.027406122535467148,
0.03021942265331745,
0.007882092148065567,
0.007139977533370256,
-0.04169759154319763,
-0.023784274235367775,
-0.010311675257980824,
0.001405978575348854,
0.006976753938943148,
-0.010190911591053009,
-0.07339336723089218,
0.015554796904325485,
-0.0014092507772147655,
-0.008465630933642387,
-0.016393162310123444,
0.009951166808605194,
-0.0036433879286050797,
-0.03029780648648739,
0.020169619470834732,
-0.002337769139558077,
0.006040971726179123,
-0.004733401816338301,
0.014849363826215267,
0.0021519530564546585,
0.010309980250895023,
0.02113185077905655,
0.019892029464244843,
-0.005590996239334345,
-0.01708805188536644,
0.008987553417682648,
-0.016656048595905304,
0.03611757978796959,
0.01776285655796528,
0.004835416562855244,
-0.0054823956452310085,
-0.08077278733253479,
-0.015273548662662506,
-0.028973527252674103,
-0.0198901928961277,
-0.013609466142952442,
-0.011272583156824112,
0.027345921844244003,
-0.014094846323132515,
-0.00011650007218122482,
-0.01424409169703722,
-0.02359558641910553,
-0.015445152297616005,
-0.00966904778033495,
-0.01759989745914936,
0.011430224403738976,
-0.01111898198723793,
0.01932787150144577,
-0.008099036291241646,
0.014188949018716812,
-0.020050982013344765,
0.0010549314320087433,
0.03851846978068352,
-0.00574895367026329,
0.007526025176048279,
-0.014105472713708878,
-0.0190163291990757,
0.009060155600309372,
0.022508228197693825,
0.034381184726953506,
0.009986271150410175,
-0.002310744486749172,
-0.030105620622634888,
-0.01141517423093319,
-0.02759939804673195,
-0.034950464963912964,
-0.009163502603769302,
0.008787143044173717,
-0.011291068978607655,
0.029357565566897392,
-0.02928934246301651,
-0.006770721636712551,
0.01846538856625557,
-0.02926386520266533,
-0.014738169498741627,
-0.018513811752200127,
-0.009552253410220146,
0.010521524585783482,
-0.0005636734422296286,
-0.002874727826565504,
0.0001176539808511734,
-0.00003693194594234228,
0.010109188966453075,
-0.00006405916064977646,
0.0045416150242090225,
0.008549680933356285,
0.011283766478300095,
-0.006140390411019325,
0.006325598806142807,
0.003226478351280093,
0.017281055450439453,
-0.01909962296485901,
0.034971363842487335,
0.004118971526622772,
0.07197509706020355,
-0.021757006645202637,
0.03732643648982048,
0.010116343386471272,
-0.011217677965760231,
0.003610797692090273,
-0.02023451030254364,
-0.012592067942023277,
0.0036141579039394855,
0.007043964695185423,
0.010373445227742195,
-0.011731792241334915,
0.031485334038734436,
0.012369923293590546,
-0.00019779149442911148,
0.028397243469953537,
0.01136069931089878,
-0.004828244913369417,
0.03951643779873848,
-0.01232360489666462,
0.017222315073013306,
0.005581792443990707,
-0.03231586515903473,
-0.010207577608525753,
0.04602600634098053,
0.0008095487137325108,
-0.02084030583500862,
-0.022574877366423607,
-0.005032644607126713,
0.00931389257311821,
0.013149280101060867,
0.02380111813545227,
0.0012813287321478128,
0.04773931950330734,
0.028393618762493134,
0.04115855693817139,
0.015851249918341637,
0.006553248502314091,
-0.0007654107175767422,
-0.02921421267092228,
0.027502181008458138,
-0.020191771909594536,
0.002482231007888913,
0.0005192523822188377,
-0.003922899253666401,
0.031234195455908775,
-0.005914181470870972,
0.002109573222696781,
-0.0037215002812445164,
0.014818595722317696,
0.026831481605768204,
0.014870215207338333,
-0.00015711598098278046,
-0.012495284900069237,
0.00007954915054142475,
-0.0029936209321022034,
-0.022346552461385727,
0.00795072503387928,
-0.017125342041254044,
-0.007681258488446474,
0.009174248203635216,
-0.013044435530900955,
-0.0022503742948174477,
-0.005241202190518379,
0.02379528619349003,
0.029469160363078117,
-0.015403734520077705,
-0.014068346470594406,
0.035475779324769974,
0.01740323007106781,
-0.0017571141943335533,
-0.0028695957735180855,
0.013627351261675358,
0.011154945939779282,
0.022838260978460312,
0.0061692786403000355,
0.021246150135993958,
0.0006372747011482716,
0.015490155667066574,
-0.005258574616163969,
-0.015415338799357414,
-0.010554300621151924,
0.014091153629124165,
-0.025968775153160095,
-0.013832181692123413,
0.02242239937186241,
0.0009315898641943932,
0.021823681890964508,
-0.0014975711237639189,
0.01234741322696209,
0.015663057565689087,
0.014703746885061264,
0.004602776374667883,
-0.008435769006609917,
0.012756312265992165,
0.033916473388671875,
0.018610958009958267,
0.009077968075871468,
0.011364836245775223,
0.03481195122003555,
0.028224151581525803,
0.019846569746732712,
-0.00014840206131339073,
0.026665691286325455,
-0.002815794898197055,
0.011893251910805702,
0.01995311677455902,
-0.010950055904686451,
0.007242035120725632,
0.009974999353289604,
0.006289673503488302,
-0.007771446369588375,
-0.01145219523459673,
-0.00009385263547301292,
0.007996833883225918,
0.04035021737217903,
-0.007472342811524868,
0.022469382733106613,
0.008801129646599293,
-0.011825919151306152,
-0.017845019698143005,
-0.001972746569663286,
-0.006879974156618118,
0.004411512985825539,
0.027781672775745392,
-0.008462703786790371,
-0.0100089181214571,
-0.028167948126792908,
-0.004230562597513199,
-0.0025260141119360924,
0.0259231086820364,
0.0011259675957262516,
-0.021164914593100548,
0.0040277764201164246,
-0.0011761196656152606,
-0.03515229374170303,
0.016531893983483315,
-0.0012993193231523037,
-0.01718789152801037,
-0.010259929113090038,
0.0381978303194046,
-0.03216550871729851,
0.002627674490213394,
-0.011088593862950802,
0.006887202151119709,
-0.005561538506299257,
0.005470297299325466,
-0.017378220334649086,
-0.0037576640024781227,
-0.024622220546007156,
0.013376902788877487,
0.034464310854673386,
-0.017438773065805435,
-0.007106770761311054,
-0.005440995097160339,
0.03131714463233948,
0.009124638512730598,
0.03469505161046982,
0.00971894059330225,
0.03306204825639725,
-0.006205409299582243,
0.011778206564486027,
0.026072263717651367,
-0.0026504704728722572,
0.004563823342323303,
0.001494893804192543,
-0.023927591741085052,
0.018320146948099136,
-0.009330524131655693,
0.008903984911739826,
-0.024082323536276817,
-0.00928508397191763,
-0.05170053988695145,
0.008230786770582199,
-0.03126847743988037,
-0.017107166349887848,
0.00042727007530629635,
-0.005192774347960949,
-0.00994566734880209,
0.025376014411449432,
0.026905665174126625,
-0.0061379424296319485,
-0.016847465187311172,
-0.013180684298276901,
-0.024276526644825935,
0.010466132313013077,
-0.007830341346561909,
-0.023033196106553078,
-0.009317736141383648,
0.010036567226052284,
0.006200091913342476,
-0.03884235769510269,
-0.0003167352406308055,
-0.003401606110855937,
0.009821224957704544,
-0.011670498177409172,
0.02163325995206833,
-0.03823360055685043,
0.01686502993106842,
-0.0013139359652996063,
0.0282602459192276,
-0.016927100718021393
] | [
-0.08337172865867615,
-0.042329903692007065,
0.36951541900634766,
0.40361130237579346,
0.3723768889904022,
0.3303210735321045,
-0.017301153391599655,
-0.32729876041412354,
-0.06370873749256134,
-0.48320871591567993,
-0.19838114082813263,
0.4862218201160431,
-0.23559507727622986,
-0.22484815120697021,
0.2711048424243927,
0.046185947954654694,
0.5935642719268799,
0.1841147094964981,
0.015656936913728714,
-0.3711409270763397,
-0.5699394345283508,
-0.30136772990226746,
0.32532936334609985,
-0.37591972947120667,
-0.2404727041721344,
0.33451688289642334,
0.4298146069049835,
0.3548043370246887,
-0.5596494078636169,
0.027100753039121628,
0.11198724061250687,
0.38383492827415466,
-0.04895034432411194,
-0.4328320026397705,
0.04905892536044121,
-0.16741134226322174,
-0.16403426229953766,
0.02831849828362465,
-0.1971026360988617,
-0.5417968034744263,
-0.30188849568367004,
0.0025450331158936024,
-0.12995891273021698,
0.05448589101433754,
-0.38871216773986816,
-0.12963394820690155,
-1.7241402864456177,
0.05013469606637955,
-0.5218374729156494,
0.09942680597305298,
-0.062405794858932495,
0.30189287662506104,
0.02936502918601036,
0.32629862427711487,
-0.1142522394657135,
0.4767497181892395,
-0.7445578575134277,
-0.28068098425865173,
0.06455952674150467,
-0.2041374295949936,
0.16647875308990479,
-0.01333556231111288,
-0.2523839473724365,
0.17844334244728088,
0.19943739473819733,
0.2890193462371826,
0.22880437970161438,
-0.2937553822994232,
-0.5406839847564697,
-0.09083328396081924,
0.6649221777915955,
-0.4405452311038971,
-0.32465991377830505,
0.4158925712108612,
-0.48703011870384216,
-0.18013542890548706,
-0.22773152589797974,
-0.0975586399435997,
0.3608740568161011,
0.17307604849338531,
0.18548287451267242,
0.018391167744994164,
0.6685654520988464,
-0.13721436262130737,
0.6576709747314453,
0.41906431317329407,
-0.07889875024557114,
0.22680890560150146,
-0.32430291175842285,
-0.3592255413532257,
-0.4082014858722687,
-0.4444054961204529,
0.27224934101104736,
0.372088760137558,
0.5476531982421875,
0.35538116097450256,
-0.49341583251953125,
-0.09693593531847,
-0.10614093393087387,
0.40964487195014954,
-0.2171577662229538,
-0.27213186025619507,
-0.2326534390449524,
-0.4640137553215027,
-0.14200475811958313,
-0.18764083087444305,
-0.6374502182006836,
-0.48003876209259033,
-0.13477012515068054,
0.4545672535896301,
-0.41547584533691406,
0.2919837236404419,
-0.19981233775615692,
-0.30281662940979004,
-0.23677505552768707,
0.14013637602329254,
0.4494797885417938,
-0.2791752815246582,
0.0833202376961708,
0.17859333753585815,
0.1472303569316864,
0.8434056043624878,
0.37098968029022217,
0.2017451673746109,
0.3155365288257599,
0.18757577240467072,
0.7439284324645996,
0.7073643803596497,
0.17033839225769043,
0.8395480513572693,
-0.03763999789953232,
0.7193265557289124,
-0.033596888184547424,
0.17618203163146973,
0.05965258181095123,
-0.3180861175060272,
-0.0012213075533509254,
0.03545163571834564,
-0.23155976831912994,
0.44869837164878845,
-0.40261614322662354,
-0.39881372451782227,
-0.20478147268295288,
-0.20180337131023407,
-0.13137191534042358,
-0.03077038563787937,
0.2054920196533203,
-0.4230857491493225,
-0.20920030772686005,
-0.1978786736726761,
-0.15729191899299622,
0.04506004601716995,
-0.7092514634132385,
-0.05194155499339104,
-0.24500234425067902,
0.7264462113380432,
-0.004351924639195204,
0.00598515709862113,
-0.24671444296836853,
0.041272182017564774,
0.2730503976345062,
-0.05627598613500595,
-0.615827739238739,
-0.014582590200006962,
0.26169097423553467,
-0.41882407665252686,
0.17728827893733978,
0.4951126277446747,
0.4096393585205078,
0.36290088295936584,
-0.2317841500043869,
-0.3391824960708618,
0.014866362325847149,
-0.057265397161245346,
-0.013369621708989143,
0.24259527027606964,
0.7093992829322815,
0.16124938428401947,
0.3656298518180847,
-0.04001978784799576,
-0.8222507834434509,
0.23546716570854187,
-0.2569882571697235,
-0.6282395720481873,
0.554846465587616,
0.2081194370985031,
0.7811732292175293,
-0.02076072245836258,
0.2809964120388031,
0.08815810829401016,
-0.3347148597240448,
-0.5257810354232788,
0.660300612449646,
-1.0345035791397095,
1.0769144296646118,
-0.2036675214767456,
-0.25794661045074463,
1.0414350032806396,
-0.004754882771521807,
0.4177504777908325,
0.04557299241423607,
0.42081567645072937,
0.34775370359420776,
-0.45897263288497925,
-0.3304203152656555,
-0.3802693486213684,
-0.34607836604118347,
-0.09354738146066666,
-0.3483330011367798,
0.13694649934768677,
0.26245591044425964,
-0.16934068500995636,
-0.15233808755874634,
-0.4353615939617157,
-0.0042855883948504925,
0.02918485924601555,
0.1998545378446579,
0.1665383130311966,
-0.14502279460430145,
0.052661798894405365,
0.8087002635002136,
-0.6509318947792053,
0.37458276748657227,
0.36583569645881653,
-0.17134414613246918,
0.6863948702812195,
0.734402060508728,
0.29333066940307617,
0.9536523222923279,
-0.5228326916694641,
0.11875565350055695,
-0.3974057734012604,
0.23797310888767242,
-0.8395571708679199,
-0.08243511617183685,
0.043138448148965836,
0.14595508575439453,
-0.3356296420097351,
0.4795345366001129,
0.2956888675689697,
-0.1791786551475525,
0.5618801116943359,
-0.317247599363327,
-0.09423226118087769,
0.325312077999115,
-0.5254473090171814,
-0.44543349742889404,
0.10936766862869263,
-0.2332022339105606,
-0.461221843957901,
0.10598202794790268,
0.05414411798119545,
-0.1669119894504547,
-0.5319893956184387,
-0.06989280134439468,
0.3952343463897705,
-0.3362223505973816,
-0.10904129594564438,
-0.05421318858861923,
-0.20575006306171417,
-0.5014867782592773,
0.18088562786579132,
0.03765823319554329,
0.3151494562625885,
0.3811017870903015,
-0.5376831293106079,
-0.41428691148757935,
-0.2849028706550598,
0.6575331091880798,
0.659252941608429,
0.3276698887348175,
-0.292715460062027,
-0.4766230285167694,
-0.05268847197294235,
0.25102949142456055,
-0.759437620639801,
-0.2636410593986511,
0.415387898683548,
-0.5828788876533508,
-0.8736691474914551,
-0.171841561794281,
0.8041936755180359,
0.7218608856201172,
-0.0354476198554039,
-0.5196830034255981,
0.10690061002969742,
0.24405726790428162,
-0.21246284246444702,
-0.4522307217121124,
-0.14962875843048096,
-0.03371909633278847,
0.15026645362377167,
-0.49955475330352783,
-0.1886826902627945,
0.8629351258277893,
0.25745639204978943,
-0.1722245067358017,
0.557725727558136,
0.2588256001472473,
-0.06130536273121834,
-0.532010018825531,
0.28670188784599304,
-0.07420098781585693,
-0.253552109003067,
0.5375996828079224,
-0.15678557753562927,
-0.5534637570381165,
0.5623906850814819,
-5.881823539733887,
-0.07096626609563828,
-0.872858464717865,
0.15569785237312317,
-0.21920186281204224,
0.06679726392030716,
1.030194640159607,
0.13677391409873962,
0.22909508645534515,
-0.11016321927309036,
0.05974218621850014,
0.6571205854415894,
0.09333208948373795,
0.45859044790267944,
0.09338467568159103,
0.4351297914981842,
-0.37043020129203796,
-0.14782409369945526,
0.38687095046043396,
0.11415162682533264,
0.36583805084228516,
-0.6029881238937378,
-0.1081116572022438,
0.4891684353351593,
0.457529217004776,
0.22684872150421143,
-1.1910827159881592,
0.5875030159950256,
-0.010310987941920757,
-0.08859455585479736,
0.28006574511528015,
-0.5109630823135376,
-0.5917798280715942,
-0.23839831352233887,
-0.0014608718920499086,
-0.06306138634681702,
0.5564366579055786,
-0.14161035418510437,
0.13530954718589783,
-0.548075795173645,
0.5222181677818298,
0.11123296618461609,
-0.029414359480142593,
-0.3968254029750824,
0.0724051222205162,
-0.2652297914028168,
-0.10120847076177597,
0.33821389079093933,
0.018505055457353592,
0.5129995346069336,
0.021143734455108643,
-0.17186884582042694,
0.05609479174017906,
0.22914183139801025,
-0.4149948060512543,
-0.33168068528175354,
0.39115971326828003,
-0.043264247477054596,
-0.4337533414363861,
0.46698716282844543,
-0.028018947690725327,
-0.722876787185669,
0.15290096402168274,
-0.6418600082397461,
-0.05521918833255768,
0.6342079043388367,
-0.5664024949073792,
-0.5036165118217468,
0.1520826518535614,
0.22040440142154694,
-0.5260066390037537,
0.5509667992591858,
-0.050584204494953156,
-0.7558004260063171,
0.4214218258857727,
-0.5023638606071472,
0.19811896979808807,
0.24303020536899567,
-0.3982712924480438,
-0.21978013217449188,
0.4287375807762146,
-0.667904257774353,
-0.3245992064476013,
-0.04640871286392212,
0.2973463535308838,
-0.44261226058006287,
-0.38017362356185913,
-0.3178408741950989,
-0.26639243960380554,
0.14686499536037445,
0.7041799426078796,
-0.4488920271396637,
0.4814733564853668,
0.43621620535850525,
0.19151835143566132,
0.15792740881443024,
0.3833185136318207,
0.10531821101903915,
0.06958484649658203,
-0.19542327523231506,
-0.02510729990899563,
-0.21113945543766022,
-0.35985931754112244,
-0.7679197788238525,
-0.002362398896366358,
0.15879394114017487,
-0.6631163358688354,
0.021497385576367378,
0.43833011388778687,
-0.5392929315567017,
-0.4177354574203491,
0.008045913651585579,
-0.09707576036453247,
-0.2562730610370636,
0.714505136013031,
0.30151990056037903,
0.12219379097223282,
-0.38264358043670654,
0.6134099960327148,
-0.3883887529373169,
0.19889488816261292,
0.40411376953125,
-0.08172879368066788,
0.22188518941402435,
0.2614593505859375,
-0.6630083918571472,
0.534780740737915,
0.7188606262207031,
-0.15651381015777588,
-0.2195080816745758,
0.3099464178085327,
0.23495973646640778,
-0.40464261174201965,
0.06951048970222473,
0.4538222551345825,
-0.05986785516142845,
-0.22580038011074066,
-0.02583199180662632,
0.30317941308021545,
-0.2567727863788605,
0.5083186626434326,
-0.14266061782836914,
0.06980033218860626,
0.11207205802202225,
0.25462576746940613,
-0.006183788646012545,
0.1465669572353363,
0.15818041563034058,
-0.13157692551612854,
0.11349848657846451,
-0.21585090458393097,
-0.5891706943511963,
0.20176208019256592,
-0.2722795903682709,
-0.08072326332330704,
0.060633912682533264,
0.2166210263967514,
0.3126732409000397,
0.46400555968284607,
-0.44875311851501465,
0.4752180576324463,
0.2746380567550659,
-1.1971051692962646,
-0.4007701277732849,
0.07309417426586151,
-0.0858033075928688,
-0.4774060845375061,
-0.18053722381591797,
-0.26255232095718384,
0.5244446992874146,
0.061805788427591324,
-0.25603047013282776,
0.23425675928592682,
-0.29191797971725464,
0.2727694809436798,
-0.20047664642333984,
-0.18775582313537598,
0.47528302669525146,
-0.054414741694927216,
0.41518843173980713,
0.2585628926753998,
-0.4952717125415802,
-0.14733755588531494,
0.48935115337371826,
0.9930786490440369,
0.31120723485946655,
-0.056912172585725784,
-0.037558093667030334,
-0.5981895327568054,
-0.3436521291732788,
-0.4381440579891205,
0.40282219648361206,
0.46584969758987427,
0.10087340325117111,
-0.17470915615558624,
-0.6531955599784851,
0.1383127123117447,
0.0842931941151619,
-0.2878406047821045,
-0.5571945905685425,
-0.004464262630790472,
0.6012771129608154,
-0.04482636600732803,
0.5083838701248169,
0.00013999432849232107,
-0.3033978343009949,
-0.025158517062664032,
-0.07739009708166122,
0.016635345295071602,
0.3283883333206177,
0.052527524530887604,
-0.24186792969703674,
0.22512464225292206,
0.3783687949180603,
-0.7211888432502747,
0.24152538180351257,
0.6259215474128723,
-0.08917483687400818,
-0.6065199971199036,
0.2660079300403595,
0.1825997233390808,
-0.27782920002937317,
-0.2599916160106659,
0.0026168175972998142,
-0.45494335889816284,
0.004141519777476788,
0.864462673664093,
-0.7292071580886841,
0.06958712637424469,
0.16753476858139038,
-0.13010868430137634,
0.016530808061361313,
-0.021761996671557426,
-0.29709312319755554,
-0.3176244795322418,
-0.21500550210475922,
-0.4508691132068634,
0.37190142273902893,
-0.28348302841186523,
-0.07590610533952713,
-0.4780372381210327,
0.5621512532234192,
-0.15300436317920685,
-0.4842386841773987,
-0.1848636418581009,
0.05793498083949089,
0.3613455891609192,
-0.36404308676719666,
-0.6434497237205505,
0.10340836644172668,
0.4298754930496216,
0.16160880029201508,
-0.01893957331776619,
0.13591721653938293,
0.8743311166763306,
0.12749464809894562,
-0.3278675675392151,
-0.5680115818977356,
-0.16157427430152893,
0.5710874199867249,
0.23687884211540222,
-0.09448152035474777,
-0.5179708003997803,
-0.4564303755760193,
0.36379474401474,
0.3038613498210907,
0.06926525384187698,
-0.6487152576446533,
0.16632330417633057,
-0.7221578359603882,
-0.13056176900863647,
0.1195712611079216,
0.033683910965919495,
0.8553116917610168,
0.2301347255706787,
-0.3426521420478821,
0.002575972815975547,
-0.13392163813114166,
0.03648348152637482,
0.24254056811332703,
-0.19300447404384613,
-0.32292306423187256,
0.2994348108768463,
-0.2918204367160797,
-0.0018158475868403912,
-0.26951849460601807,
0.13250334560871124,
0.047643277794122696,
0.3085640072822571,
0.26452553272247314,
-0.36570611596107483,
0.41951996088027954,
-0.49073970317840576,
-0.25266769528388977,
-0.05373675748705864,
-0.06303924322128296,
0.4584144353866577,
0.07348931580781937,
-0.14921735227108002,
-0.4148085117340088,
-0.10332761704921722,
0.5536147952079773,
0.9515231847763062,
-0.15206140279769897,
0.10286161303520203,
0.7425225377082825,
0.4552464187145233,
0.10988079756498337,
-0.2043406218290329,
0.04811977595090866,
0.29733791947364807,
-0.2695714235305786,
0.48622432351112366,
0.4147874116897583,
-0.42801907658576965,
0.026628173887729645,
-0.2549954354763031,
-0.14325477182865143,
0.4935455620288849,
0.06529667228460312,
0.2073906660079956,
0.5440269112586975,
0.8128716945648193,
-0.5208624601364136,
-0.5929808020591736,
0.5614182949066162,
-0.5098327398300171,
0.07347622513771057,
0.024161187931895256,
-0.14427123963832855,
0.7439815998077393,
0.6520050168037415,
-0.22350184619426727,
0.20970478653907776,
0.2326403260231018,
0.1479906439781189,
-0.09516672044992447,
0.15692290663719177,
-0.11986524611711502,
0.0658840760588646,
0.5488848686218262,
0.3039510250091553,
-0.1274920403957367,
-0.14366814494132996,
-0.09943953901529312,
0.5082842111587524,
0.11399486660957336,
0.16112971305847168,
-0.02637498453259468,
0.17193220555782318,
-0.08994074910879135,
0.08909068256616592,
-0.35530275106430054,
-0.1427762508392334,
-0.2648921608924866,
-0.3111688792705536,
0.19904837012290955,
-0.2141142636537552,
0.03263475000858307,
0.2902674078941345,
0.031504467129707336,
0.6023942232131958,
-0.27086585760116577,
0.5538967251777649,
-0.8777276277542114,
0.28208422660827637,
1.304277777671814,
0.1463875025510788,
0.5277848839759827,
0.051359761506319046,
-0.366268515586853,
0.06669297069311142,
-0.48750364780426025,
0.8829091191291809,
-0.039019227027893066,
-0.5552729368209839,
-0.1630709022283554,
-0.15620918571949005,
-0.0958593338727951,
0.38530802726745605,
-0.1690852791070938,
0.11500795930624008,
-0.39313197135925293,
-0.48286572098731995,
0.4972386062145233,
-0.27102747559547424,
-0.2690936028957367,
-0.25302499532699585,
0.27786019444465637,
-0.026173457503318787,
-0.2519386410713196,
-0.7874806523323059,
0.18264853954315186,
0.2408198118209839,
0.05313310772180557,
0.15207892656326294,
-0.6116592288017273,
0.7718693614006042,
0.22329050302505493,
0.28424593806266785,
-0.0030074184760451317,
-0.09717526286840439,
0.17329199612140656,
0.3754693269729614,
-0.21833786368370056,
0.3004261255264282,
-0.6862342357635498,
-0.28858140110969543,
-0.22844894230365753,
-0.3002385199069977,
0.7367925643920898,
0.689666748046875,
-0.32283324003219604,
-0.057351283729076385,
-0.039936795830726624,
0.21259699761867523,
-0.03518842160701752,
-0.29631492495536804,
0.03800069913268089,
-0.16706208884716034,
-0.43077966570854187,
-0.5969626307487488,
0.8320340514183044,
0.021484695374965668,
-0.270889550447464,
-0.4008895754814148,
0.2965087890625,
0.3616049587726593,
-0.32972607016563416,
0.11760150641202927,
0.14850710332393646,
-0.05242820456624031,
-0.625126302242279,
0.4521409869194031,
-0.550975501537323,
0.09415881335735321,
-0.15844222903251648,
0.3910416066646576,
-0.3061203360557556,
-0.40176472067832947,
-0.3218056261539459,
0.005619304720312357,
0.08506318926811218,
0.23262175917625427,
0.13635686039924622,
0.4823208153247833,
-0.24260926246643066,
-0.1837880164384842,
-1.1698089838027954,
0.19971264898777008,
-0.04271654039621353,
-0.00547040393576026,
-0.11820096522569656,
-0.25596511363983154,
-0.2939387857913971,
0.20284143090248108,
-0.17966008186340332,
-0.9364297389984131,
-0.36438634991645813,
0.00874405074864626
] |
Team SA involves a common perspective between two or more individuals regarding current environmental events, their meaning, and projected future status. Team SA has been theorized to be important for resuscitation team effectiveness. Accordingly, multidimensional frameworks of observable behaviors relevant to resuscitation teams are needed to understand more deeply the nature of team SA, its implications for team effectiveness, and whether it can be trained. A seven-dimension team resuscitation SA framework was developed following a literature review and consensus process using a modified Delphi approach with a group of content experts. We applied a pre-post design within a day-long team training program involving four video-recorded simulated resuscitation events and 42 teams across Canada. The first and fourth events represented "pre" and "post" training events, respectively. Teams were scored on SA five times within each 15-minute event. Distractions were introduced to investigate whether SA scores would be affected. The current study provides initial construct validity evidence for a new measure of SA and explicates SA's role in resuscitation teams. | [
0.0036629238165915012,
0.014568518847227097,
-0.008914302103221416,
0.0038342829793691635,
0.03928886353969574,
0.011066252365708351,
0.008972756564617157,
0.008327620103955269,
-0.01043055672198534,
-0.028955694288015366,
-0.015531904995441437,
0.018659157678484917,
0.0019196452340111136,
0.022218678146600723,
0.009808240458369255,
-0.008574839681386948,
-0.0061261472292244434,
0.0259822066873312,
0.004042739514261484,
0.001008700579404831,
-0.009936204180121422,
0.028233297169208527,
0.009097154252231121,
-0.007229128386825323,
0.007203006651252508,
-0.003560729557648301,
0.013048399239778519,
0.008471596986055374,
-0.021946024149656296,
-0.010786502622067928,
0.007529678754508495,
0.008642747066915035,
0.01143597811460495,
-0.026322124525904655,
0.010935449972748756,
-0.014379107393324375,
-0.004623653367161751,
0.01282794214785099,
0.04152786359190941,
-0.004484262317419052,
0.022167615592479706,
-0.010913074016571045,
-0.0029752019327133894,
-0.00338051188737154,
-0.0061890967190265656,
0.02426435425877571,
-0.0009760470711626112,
0.004183012060821056,
-0.019914904609322548,
0.009694574400782585,
-0.000058459932915866375,
0.006808811333030462,
-0.0037215568590909243,
0.0028268119785934687,
-0.005273074842989445,
-0.03840421885251999,
0.017607111483812332,
-0.003310125321149826,
-0.0032073580659925938,
-0.00504953321069479,
-0.010134830139577389,
-0.005318432115018368,
-0.0035036983899772167,
0.007848083041608334,
0.009509645402431488,
-0.06750494241714478,
0.00452951155602932,
-0.009831181727349758,
-0.00679578073322773,
-0.011687222868204117,
0.019543305039405823,
0.011804457753896713,
-0.006707133259624243,
0.0253974050283432,
-0.013320265337824821,
-0.0022708396427333355,
-0.0133694838732481,
0.011195756494998932,
0.011074385605752468,
0.018257727846503258,
0.015057621523737907,
-0.0015089772641658783,
-0.00511051993817091,
0.010858249850571156,
0.007672057021409273,
0.01477985829114914,
-0.010265752673149109,
-0.01435101218521595,
0.014675868675112724,
-0.015890449285507202,
0.0021172561682760715,
-0.005088391713798046,
0.012172184884548187,
0.0010955773759633303,
0.02404002845287323,
0.007220681756734848,
-0.019476622343063354,
-0.013661930337548256,
0.0031356937251985073,
0.0006234627217054367,
-0.008491544052958488,
0.002020365558564663,
0.021318523213267326,
-0.006139388307929039,
0.018705716356635094,
0.0058846864849328995,
-0.004987336229532957,
0.0078033278696238995,
0.0034703651908785105,
-0.0006447676569223404,
0.007473529316484928,
0.018814926967024803,
-0.008822072297334671,
-0.007032974623143673,
0.014120516367256641,
-0.021370483562350273,
0.010537618771195412,
-0.011354741640388966,
0.01505049504339695,
0.003261054400354624,
0.003550328314304352,
-0.0236305333673954,
0.000913453521206975,
-0.0017810738645493984,
-0.00018752299365587533,
0.00943422969430685,
-0.003597813658416271,
0.015251191332936287,
-0.024487938731908798,
0.018225334584712982,
-0.01145744975656271,
-0.0008037328952923417,
0.03555268794298172,
-0.030123915523290634,
-0.0035390700213611126,
-0.004539709538221359,
-0.002928622532635927,
0.010724988766014576,
0.0028054011054337025,
-0.01868046447634697,
0.004834522493183613,
0.012763004750013351,
0.001131013734266162,
0.007435512728989124,
0.004424159415066242,
-0.013921534642577171,
-0.027552006766200066,
0.005564472638070583,
-0.0028408074285835028,
-0.004407006315886974,
0.030999673530459404,
-0.03265918046236038,
-0.007532143034040928,
-0.015988627448678017,
0.007852007634937763,
-0.022612011060118675,
-0.020022783428430557,
-0.026173394173383713,
-0.021690592169761658,
0.018412506207823753,
0.00232738652266562,
0.009861739352345467,
-0.0055097551085054874,
0.00590895488858223,
-0.005754960235208273,
-0.0020127086900174618,
-0.0008157026022672653,
0.00021339539671316743,
-0.007073111832141876,
0.0072495704516768456,
0.0033392105251550674,
-0.0027264407835900784,
0.007794681005179882,
0.010494525544345379,
0.0019657991360872984,
-0.0030687893740832806,
0.0038800828624516726,
0.00770746823400259,
-0.012479045428335667,
0.06737247854471207,
-0.0007653622888028622,
0.018121741712093353,
-0.006446913816034794,
0.010337941348552704,
0.009674137458205223,
0.00029483193065971136,
0.02669377252459526,
-0.0007879204349592328,
0.0053880661725997925,
0.008926496841013432,
-0.019568610936403275,
0.001714819110929966,
-0.032774411141872406,
0.00016032741405069828,
-0.01950875297188759,
0.0033580660820007324,
0.019891494885087013,
-0.00023653567768633366,
-0.016004864126443863,
-0.01346084289252758,
0.014664854854345322,
-0.006113579496741295,
0.008067360147833824,
0.011863487772643566,
-0.00657955976203084,
0.01253541000187397,
-0.015699611976742744,
-0.01024522352963686,
-0.016516925767064095,
0.017164431512355804,
0.02651944011449814,
-0.019631579518318176,
0.001503795851022005,
-0.005275948438793421,
-0.011212727054953575,
-0.00710185756906867,
0.015546698123216629,
0.0123984944075346,
-0.008578306995332241,
-0.011173421517014503,
-0.006397416815161705,
0.0065839565359056,
-0.004411499481648207,
-0.01811973936855793,
0.010673828423023224,
0.01519857533276081,
-0.00913218967616558,
0.00886874832212925,
-0.02795245498418808,
-0.0038934843614697456,
-0.007969468832015991,
-0.0008288145763799548,
-0.010230036452412605,
-0.020283624529838562,
0.007177669554948807,
0.023090071976184845,
0.008156090043485165,
-0.021261442452669144,
0.018733158707618713,
-0.004183611366897821,
-0.01087537407875061,
-0.0052663120441138744,
-0.0009513886179775,
0.025692490860819817,
-0.006636142265051603,
0.019968559965491295,
-0.004049289971590042,
-0.017571240663528442,
-0.004505529534071684,
0.0031846947968006134,
0.0053807515650987625,
0.008867843076586723,
-0.020264379680156708,
0.029069069772958755,
0.026609795168042183,
0.0014301035553216934,
-0.010238462127745152,
-0.0007160017266869545,
0.021892458200454712,
-0.0016631464241072536,
0.004279973451048136,
0.006427973508834839,
-0.048060111701488495,
0.003834950737655163,
-0.004552269354462624,
0.02797926589846611,
0.013600999489426613,
-0.0027455713134258986,
-0.009343190118670464,
-0.014470227062702179,
0.004918032791465521,
-0.00885406881570816,
0.0034798653796315193,
-0.08187350630760193,
-0.007129489444196224,
0.001237467979080975,
-0.0013071107678115368,
0.00845200102776289,
0.0042450278997421265,
0.009333123452961445,
0.013682492077350616,
-0.025691520422697067,
0.04855295270681381,
0.0018043306190520525,
0.003092117141932249,
-0.010113977827131748,
-0.02699984610080719,
0.014214965514838696,
-0.016055740416049957,
0.0022713637445122004,
-0.0015109316445887089,
-0.008817384019494057,
0.023585282266139984,
-0.00935310311615467,
-0.010499688796699047,
-0.003492938121780753,
0.0006117457523941994,
-0.028775058686733246,
0.010314833372831345,
0.01437733881175518,
0.00008274940773844719,
-0.010793657973408699,
0.008236384019255638,
0.01927947998046875,
-0.015544346533715725,
-0.02548954077064991,
-0.017206965014338493,
-0.0016218204982578754,
0.016897553578019142,
-0.017842989414930344,
0.007962863892316818,
-0.015130242332816124,
-0.0020986462477594614,
0.013894079253077507,
0.013185598887503147,
0.0014640382723882794,
-0.007752727717161179,
0.005043190438300371,
0.02404162287712097,
0.01159959752112627,
0.004901917651295662,
0.015541711822152138,
-0.014704804867506027,
-0.037688080221414566,
-0.019953865557909012,
-0.00006887735798954964,
0.010868670418858528,
-0.005606470629572868,
-0.008102726191282272,
-0.023498136550188065,
0.018534835427999496,
-0.014657065272331238,
-0.008500084280967712,
-0.02058916911482811,
-0.0076339468359947205,
-0.004521007649600506,
0.002455757698044181,
-0.016644321382045746,
0.006378765217959881,
0.0011515935184434056,
-0.013063647784292698,
0.0030796825885772705,
-0.0025713250506669283,
0.014123567380011082,
0.0027236861642450094,
-0.029573068022727966,
-0.006641663610935211,
-0.0022279685363173485,
-0.011799216270446777,
-0.010276486165821552,
0.0010650811018422246,
0.03281589597463608,
0.003305557183921337,
-0.00736977206543088,
0.003931631334125996,
0.007551493588835001,
0.014613761566579342,
-0.01780882105231285,
0.006938857026398182,
0.009363781660795212,
-0.007652426138520241,
0.00850086659193039,
-0.01758737862110138,
-0.0024163885973393917,
-0.009824439883232117,
0.008472494781017303,
0.007187783718109131,
0.0026947511360049248,
-0.0309048593044281,
-0.016655661165714264,
-0.003947635181248188,
-0.007060244679450989,
0.009638614021241665,
0.004580014385282993,
-0.0006589341210201383,
0.0008892683545127511,
-0.008204696699976921,
0.009104866534471512,
0.009639465250074863,
0.008279289118945599,
-0.03373172879219055,
-0.005858283955603838,
-0.01140625774860382,
-0.0053145503625273705,
-0.010157734155654907,
-0.0022399506997317076,
0.03167904540896416,
0.016764912754297256,
-0.016528503969311714,
-0.005718464031815529,
0.02847960591316223,
0.07309121638536453,
-0.0005510638002306223,
-0.0010987961431965232,
-0.014109484851360321,
-0.015330057591199875,
-0.014897318556904793,
-0.004664601758122444,
-0.005935675464570522,
0.0077010998502373695,
-0.00770913902670145,
0.01041681319475174,
-0.025627024471759796,
0.0001752902171574533,
0.0172366201877594,
-0.0032771083060652018,
0.0034505589865148067,
0.011799999512732029,
-0.024864481762051582,
-0.006170028820633888,
-0.008261555805802345,
-0.0032721511088311672,
-0.011785437352955341,
-0.028487522155046463,
0.017777182161808014,
-0.013949407264590263,
-0.0015324887353926897,
0.003940406255424023,
-0.013178369961678982,
0.00011423625983297825,
0.0069328611716628075,
-0.0055041140876710415,
0.06074707955121994,
-0.005482139065861702,
-0.009995573200285435,
0.009005839005112648,
0.006433145608752966,
-0.00922144390642643,
0.010254684835672379,
0.001529558445326984,
0.0067666806280612946,
0.010586114600300789,
-0.008478912524878979,
-0.005221325904130936,
0.015269236639142036,
0.03459842503070831,
0.00746300769969821,
0.007711261976510286,
-0.012652505189180374,
-0.017573736608028412,
0.02229929529130459,
-0.01652214676141739,
-0.00006119045428931713,
0.007360740564763546,
0.000353223062120378,
-0.011550965718925,
-0.007163213100284338,
-0.028689246624708176,
0.000025941524654626846,
-0.01640346273779869,
-0.012673339806497097,
0.028896387666463852,
0.013304347172379494,
-0.00580964470282197,
-0.01844611018896103,
-0.008491817861795425,
-0.005495935212820768,
0.007908299565315247,
-0.0056881047785282135,
0.0023833976592868567,
0.004411300178617239,
0.009045695886015892,
-0.02522861212491989,
-0.003514530137181282,
-0.0004843564238399267,
-0.02459721267223358,
-0.019723575562238693,
-0.006692013703286648,
0.008059123530983925,
-0.0027486965991556644,
0.004541883245110512,
0.010870421305298805,
-0.009388191625475883,
0.008929572068154812,
-0.02975279837846756,
0.015391934663057327,
-0.031041331589221954,
-0.006720163393765688,
-0.07488428056240082,
0.0069497935473918915,
0.03672003373503685,
-0.008118432946503162,
-0.01024458184838295,
0.020919643342494965,
-0.013912332244217396,
-0.014260225929319859,
0.02553854137659073,
-0.010434407740831375,
-0.009334630332887173,
0.009412238374352455,
0.02734356001019478,
0.0116621945053339,
0.007933535613119602,
0.0049607050605118275,
0.018261920660734177,
-0.012431206181645393,
-0.027348726987838745,
-0.00971088744699955,
0.00525012006983161,
0.012469415552914143,
-0.013013577088713646,
0.00995844230055809,
0.013140260241925716,
-0.08150483667850494,
-0.014666672796010971,
-0.007780962157994509,
-0.015813011676073074,
-0.0028142393566668034,
-0.0015526238130405545,
0.02536807954311371,
-0.016903169453144073,
0.01341999601572752,
-0.01475469022989273,
-0.03300688415765762,
0.014832998625934124,
0.003279089229181409,
-0.011966677382588387,
0.021421117708086967,
-0.007165483199059963,
0.028384659439325333,
-0.01697707176208496,
0.003139659995213151,
-0.0007812734693288803,
0.015557677485048771,
0.009043700993061066,
-0.011501277796924114,
0.015077538788318634,
-0.012033479288220406,
0.00931611843407154,
0.014556950889527798,
0.014598095789551735,
0.02196231111884117,
-0.007978489622473717,
0.02795993722975254,
0.012128360569477081,
-0.007275385782122612,
-0.025895481929183006,
-0.010130621492862701,
-0.005139065906405449,
0.003901418764144182,
0.02016308903694153,
0.015520789660513401,
-0.022402603179216385,
-0.006293109618127346,
-0.008225086145102978,
-0.012277085334062576,
0.0009962618350982666,
-0.0055933245457708836,
-0.042838577181100845,
0.008431141264736652,
0.0010602137772366405,
0.013237672857940197,
-0.002819581888616085,
0.002412713598459959,
0.008394858799874783,
0.017216816544532776,
-0.021915622055530548,
-0.005460026208311319,
-0.0015136364381760359,
-0.00013164198026061058,
0.003752136370167136,
-0.0024866615422070026,
0.003249000757932663,
-0.004338907077908516,
0.030412670224905014,
0.006222981493920088,
0.07269062101840973,
-0.0035413014702498913,
0.010960530489683151,
0.008487962186336517,
0.004700900055468082,
0.0005945231532678008,
0.01100459136068821,
-0.008370346389710903,
-0.011613426730036736,
0.0006753260968253016,
0.010188846848905087,
0.0027909004129469395,
0.039567217230796814,
0.011149590834975243,
0.017885707318782806,
-0.019455598667263985,
0.0034176725894212723,
-0.02887449786067009,
-0.020179441198706627,
-0.008311999030411243,
0.015614364296197891,
0.018877379596233368,
0.017719577997922897,
0.016825096681714058,
0.015583827160298824,
0.008570111356675625,
0.004411975387483835,
-0.021795641630887985,
-0.013158505782485008,
-0.00627706665545702,
-0.028832178562879562,
-0.019323967397212982,
0.006601414643228054,
0.014529694803059101,
0.027403665706515312,
-0.0004900339990854263,
0.016691934317350388,
0.0018796200165525079,
-0.021080108359456062,
0.01958388276398182,
-0.012417580001056194,
-0.006579904817044735,
0.01121758483350277,
-0.028369326144456863,
-0.006075821816921234,
-0.024176334962248802,
-0.006174772046506405,
-0.03154376521706581,
0.005351258907467127,
0.008403213694691658,
0.02614976465702057,
0.0031407903879880905,
0.020978696644306183,
0.016237633302807808,
-0.006717991083860397,
0.009794661775231361,
-0.0008783838711678982,
0.014070075005292892,
0.022571086883544922,
-0.0032594643998891115,
-0.010498283430933952,
-0.012012219056487083,
0.009380578994750977,
-0.0035070383455604315,
0.03259270265698433,
0.021361444145441055,
0.007611824199557304,
-0.01246555894613266,
0.01078849472105503,
0.010779319331049919,
-0.010277757421135902,
-0.0032349303364753723,
0.002531011588871479,
0.012792072258889675,
0.01167205534875393,
-0.014859795570373535,
-0.010430754162371159,
-0.00992891751229763,
0.013282113708555698,
0.006005989387631416,
-0.008401328697800636,
0.002869389485567808,
0.013358800671994686,
-0.021005716174840927,
0.0018028561025857925,
-0.030522849410772324,
-0.009403376840054989,
0.018271800130605698,
-0.00492142653092742,
0.010169290006160736,
-0.001502938917838037,
0.013737829402089119,
-0.0008032876066863537,
0.006595483049750328,
0.009026406332850456,
0.03329583257436752,
-0.011175470426678658,
0.008220924995839596,
0.010289305821061134,
0.007846970111131668,
0.012336845509707928,
0.008518916554749012,
0.006953979842364788,
0.0003567903768271208,
0.013002516701817513,
-0.007662313990294933,
0.005553043447434902,
0.01140039786696434,
0.00806008093059063,
-0.020512446761131287,
0.01435768697410822,
0.00970036443322897,
-0.00044251116923987865,
0.022220149636268616,
-0.0008110246853902936,
0.015497084707021713,
-0.010207205079495907,
-0.020589811727404594,
0.0018998575396835804,
-0.005073407664895058,
0.01002837810665369,
0.004321783781051636,
0.0021662437357008457,
0.018707506358623505,
0.01996106281876564,
0.006952948868274689,
-0.006073303055018187,
0.01202617958188057,
0.013347623869776726,
-0.001918687834404409,
0.00972866639494896,
-0.003353605978190899,
-0.020560745149850845,
-0.04077966511249542,
0.0049570961855351925,
0.02507728338241577,
-0.005396761000156403,
0.017529373988509178,
0.0008570277132093906,
0.0037815761752426624,
0.02146797999739647,
-0.008605049923062325,
0.0025083106011152267,
-0.0015642662765458226,
0.00719204219058156,
-0.005200408399105072,
0.01099228672683239,
0.013362903147935867,
0.007400951813906431,
0.012543555349111557,
0.009710307233035564,
0.016789015382528305,
0.02178868278861046,
-0.006597247440367937,
-0.00813733134418726,
0.022273004055023193,
-0.000923419080208987,
0.03527785837650299,
0.0015080459415912628,
-0.01159171387553215,
0.0015622465871274471,
0.006789990235120058,
0.024619314819574356,
-0.010651329532265663,
0.004676406737416983,
0.018106933683156967,
0.002673448994755745,
-0.0029242048040032387,
-0.010293034836649895,
-0.021471181884407997,
0.008338443003594875,
-0.0020706900395452976,
0.00010850746184587479,
-0.015007044188678265,
-0.020375031977891922,
-0.0065226624719798565,
0.0010429825633764267,
0.011846814304590225,
-0.0028193220496177673,
0.019485507160425186,
0.010658811777830124,
0.009028077125549316,
0.0007591992616653442,
-0.005247768945991993,
-0.003285828046500683,
0.00018108496442437172,
-0.005649875849485397,
0.001467062858864665,
0.0037826052866876125,
0.015363164246082306,
-0.007173509802669287,
-0.01334337331354618,
-0.006838149391114712,
0.008934627287089825,
0.03648332506418228,
0.00839230976998806,
0.0010499551426619291,
-0.004712507128715515,
-0.011710925959050655,
-0.01769428513944149,
0.0015425425954163074,
-0.013728105463087559
] | [
0.029055306687951088,
-0.3762071430683136,
-0.06676117330789566,
-0.0069194333627820015,
-0.1707087606191635,
0.25541383028030396,
0.6737148761749268,
-0.7495158314704895,
0.19692553579807281,
-0.6819913983345032,
-0.28740307688713074,
0.1501045525074005,
-0.10026185214519501,
-0.38067397475242615,
-0.1206863522529602,
0.5516915917396545,
0.32083413004875183,
0.34390315413475037,
0.19670315086841583,
-0.1872253268957138,
-0.3408135771751404,
0.1967747062444687,
-0.06391171365976334,
-0.1740189790725708,
0.32001686096191406,
0.3857515752315521,
0.6889148950576782,
0.7254692912101746,
0.38691338896751404,
-0.07427754998207092,
0.025891294702887535,
0.3763033151626587,
-0.3546328544616699,
-0.5379176139831543,
-0.23609399795532227,
-0.16008685529232025,
-0.37581756711006165,
-0.017806578427553177,
-0.21890448033809662,
-0.6201320290565491,
-0.051063135266304016,
0.022395078092813492,
-0.3153574764728546,
-0.0020888540893793106,
0.03322646766901016,
-0.5298511981964111,
-1.3818516731262207,
0.00822033267468214,
-0.3691593110561371,
-0.0009221263462677598,
-0.3801804184913635,
0.5186522006988525,
0.3292803466320038,
-0.031297147274017334,
-0.37844371795654297,
0.6488034129142761,
-0.38101187348365784,
-0.5560290217399597,
0.10619337111711502,
-0.7663455605506897,
-0.11882495135068893,
0.029573822394013405,
0.18883122503757477,
0.23766615986824036,
-0.04093080386519432,
-0.09985797107219696,
0.0032205444294959307,
-0.3313639760017395,
0.041528794914484024,
0.015033276751637459,
0.02129279635846615,
-0.004341571591794491,
-0.49387210607528687,
0.19597630202770233,
-0.7216198444366455,
-0.0497729554772377,
0.5596897602081299,
-0.14602099359035492,
0.01420268788933754,
-0.08770018815994263,
-0.5088279247283936,
0.004669968970119953,
0.18624727427959442,
-0.2014681100845337,
0.9478515982627869,
0.25220638513565063,
0.19447802007198334,
0.12035546451807022,
-0.3065710961818695,
0.3466546833515167,
-0.139351487159729,
-0.9072932600975037,
0.552482008934021,
0.13126005232334137,
0.8673576712608337,
0.33730828762054443,
0.28946349024772644,
0.4884721040725708,
0.18520064651966095,
-0.16639727354049683,
-0.38788673281669617,
-0.24900029599666595,
-0.13843779265880585,
0.19650398194789886,
-0.02733757719397545,
-0.6176143288612366,
-0.507462739944458,
-1.116543173789978,
-0.6982724070549011,
0.32329341769218445,
-0.25743743777275085,
-0.12432482838630676,
0.23653389513492584,
0.13637423515319824,
-0.17428772151470184,
0.13425390422344208,
0.6441780924797058,
-0.1948128640651703,
-0.23817971348762512,
0.5516831874847412,
0.36350077390670776,
1.1863491535186768,
0.17007993161678314,
0.03575703501701355,
-0.0841246098279953,
-0.44165605306625366,
0.4787183105945587,
0.19307325780391693,
-1.010511875152588,
0.08851858973503113,
0.07990358769893646,
0.35046541690826416,
0.12357477098703384,
0.1766090840101242,
-0.5412554740905762,
-0.05947481095790863,
0.07090140134096146,
0.07934486120939255,
0.04532018303871155,
0.3209114968776703,
-0.43783560395240784,
-0.4219623804092407,
-0.3188866674900055,
-0.10904403030872345,
0.32200267910957336,
0.21558739244937897,
-0.02686477079987526,
-0.2084820568561554,
-0.38050973415374756,
-0.077004574239254,
-0.2506515085697174,
-0.0024260426871478558,
-0.31927141547203064,
-0.1665704846382141,
-0.060396213084459305,
1.2597267627716064,
0.07403461635112762,
-0.17045748233795166,
-0.05424600467085838,
0.0655888170003891,
0.26996809244155884,
0.12793876230716705,
-0.5831871032714844,
-0.20984894037246704,
0.638714075088501,
-0.5123785138130188,
-0.5088768601417542,
0.27660152316093445,
0.578902542591095,
0.13623347878456116,
0.24109961092472076,
-0.14312390983104706,
0.1539994478225708,
-0.3206573724746704,
0.007622033357620239,
-0.16462233662605286,
0.42123880982398987,
0.31965547800064087,
0.20754587650299072,
0.25453993678092957,
-0.44871196150779724,
-0.24759571254253387,
-0.1333799809217453,
-0.5597530007362366,
0.48636215925216675,
0.07562853395938873,
0.3381860852241516,
-0.14926451444625854,
-0.30133625864982605,
0.3333866000175476,
-0.6074912548065186,
-0.5390072464942932,
0.642952561378479,
-0.5914130210876465,
0.9597368836402893,
-0.4285869896411896,
-0.21875841915607452,
1.2851285934448242,
0.12421263754367828,
0.06322740763425827,
-0.007721400819718838,
-0.11775832623243332,
0.18932156264781952,
-0.22344981133937836,
-0.2043859362602234,
0.22642721235752106,
0.17875520884990692,
-0.15860286355018616,
-0.6992653608322144,
0.14531712234020233,
-0.17030124366283417,
-0.08002834767103195,
-0.1511756181716919,
-0.6664116978645325,
0.30336636304855347,
0.15479665994644165,
-0.1076146811246872,
0.15869790315628052,
0.02274850569665432,
-0.08350276947021484,
1.4502733945846558,
-0.37440362572669983,
0.24919532239437103,
0.4461289346218109,
-0.01300110388547182,
0.01902516931295395,
0.5194666981697083,
0.26727762818336487,
1.0333242416381836,
-0.8515458106994629,
-0.016727490350604057,
-0.04300148785114288,
0.09135592728853226,
-0.9308027625083923,
-0.11837217956781387,
0.1751236766576767,
0.19006334245204926,
-0.20321449637413025,
0.517227053642273,
-0.10937389731407166,
-0.03137252479791641,
0.5413516759872437,
-0.2478250414133072,
0.3903428614139557,
0.2092372477054596,
-0.12339984625577927,
-0.26146459579467773,
0.39050179719924927,
-0.2908388078212738,
0.27604517340660095,
-0.23837149143218994,
0.21447841823101044,
-0.0250801183283329,
-0.5918376445770264,
-0.02805563434958458,
-0.08726823329925537,
0.05674329027533531,
-0.7379574775695801,
0.039474133402109146,
-0.27472272515296936,
0.19892382621765137,
0.3876112699508667,
0.0820000097155571,
0.21227289736270905,
0.6035255193710327,
-0.6153543591499329,
-0.6973935961723328,
-0.5527406930923462,
0.6775333881378174,
0.6854131817817688,
0.6279846429824829,
-0.32335832715034485,
-0.03168591856956482,
0.31355735659599304,
-0.05836178734898567,
-0.5759291052818298,
0.25412845611572266,
-0.05385487526655197,
-0.1695384681224823,
-0.5709236264228821,
0.09426506608724594,
0.4002896249294281,
0.6861106753349304,
-0.21991389989852905,
0.1369968056678772,
-0.4256828725337982,
0.2657809257507324,
0.17700138688087463,
-0.41704294085502625,
0.06214940547943115,
0.26485931873321533,
0.13308152556419373,
0.3434501886367798,
-0.3575568199157715,
0.5165252089500427,
0.6098707914352417,
-0.3014843165874481,
0.6243792176246643,
0.13208238780498505,
0.4512786865234375,
-0.3275834619998932,
-0.07168354839086533,
0.09210051596164703,
-0.2644215524196625,
0.2683670222759247,
-0.26526978611946106,
-0.47093454003334045,
0.3052155673503876,
-5.920270919799805,
-0.4666292369365692,
-0.2279733419418335,
0.3390354514122009,
-0.2777246832847595,
0.3594242036342621,
0.909770131111145,
-0.34796401858329773,
0.049580395221710205,
0.03524148091673851,
0.24040672183036804,
0.19858361780643463,
0.20767617225646973,
0.5402121543884277,
0.06273539364337921,
0.3102075755596161,
0.31189966201782227,
-0.23862889409065247,
0.34492558240890503,
0.18511655926704407,
0.05622488260269165,
-0.4039405584335327,
-0.6004947423934937,
0.42737117409706116,
0.2855024039745331,
-0.2591860592365265,
-0.8254393935203552,
0.5822655558586121,
-0.0013556863414123654,
0.2817610502243042,
0.3480686843395233,
-0.39350539445877075,
-0.6640843152999878,
-0.10719799250364304,
0.4761967360973358,
0.07956498116254807,
0.340104877948761,
-0.009858536534011364,
0.5607098340988159,
-0.4109806418418884,
0.1685740351676941,
0.3682752251625061,
0.1905236393213272,
-0.3677953779697418,
-0.13654369115829468,
0.009830604307353497,
-0.13512326776981354,
0.33606117963790894,
-0.1922343671321869,
0.5567053556442261,
0.007855761796236038,
0.012365033850073814,
0.1313566118478775,
-0.1371646225452423,
0.2844516932964325,
-0.36150774359703064,
0.541129469871521,
-0.011091799475252628,
-0.2653498351573944,
0.3647367060184479,
0.44069069623947144,
-0.6551634669303894,
0.20846621692180634,
-0.8461496829986572,
-0.1713954210281372,
0.3376273512840271,
-0.8035737872123718,
-0.5640184283256531,
-0.15294039249420166,
-0.14878341555595398,
-0.27985426783561707,
0.18307174742221832,
-0.41099390387535095,
-0.8144627213478088,
0.17104960978031158,
-0.4789891541004181,
0.41174930334091187,
-0.1579783856868744,
0.10114087164402008,
-0.0411662757396698,
-0.3377997875213623,
-0.2712688446044922,
0.07596520334482193,
-0.015006696805357933,
0.1303849220275879,
0.026929793879389763,
0.5731495022773743,
-0.0660298690199852,
-0.48608171939849854,
0.13212646543979645,
0.511280357837677,
-0.37552574276924133,
-0.14488710463047028,
0.6766859292984009,
0.35813337564468384,
0.5517837405204773,
0.16844995319843292,
-0.1779809594154358,
0.48662835359573364,
-0.4739139676094055,
0.2832869291305542,
0.059414416551589966,
-0.2855547070503235,
-0.4125983417034149,
-0.16175948083400726,
0.4960794150829315,
-0.7622451782226562,
0.18216052651405334,
1.0389220714569092,
-0.027936803176999092,
0.0921289399266243,
0.18070384860038757,
-0.13959287106990814,
0.07894814014434814,
0.47643333673477173,
0.30712607502937317,
-0.8063317537307739,
0.13134321570396423,
0.4652084708213806,
0.13536901772022247,
0.10633106529712677,
0.225709468126297,
0.26144304871559143,
0.5314733982086182,
-0.015160023234784603,
-0.21323536336421967,
-0.039977412670850754,
0.30205896496772766,
-0.6263591051101685,
0.3033179044723511,
0.6752073168754578,
0.14736168086528778,
-0.35289278626441956,
0.2076290100812912,
0.49768003821372986,
-0.6997069120407104,
-0.21651455760002136,
-0.07001343369483948,
0.08969871699810028,
-0.43280088901519775,
0.08580492436885834,
0.07794012874364853,
0.24695876240730286,
-0.21706250309944153,
0.08109044283628464,
0.04743674024939537,
-0.29376354813575745,
-0.10521271079778671,
-0.437485933303833,
0.3687162697315216,
0.09276092797517776,
0.07156522572040558,
-0.19089142978191376,
-0.29851582646369934,
-0.02256002090871334,
-0.18304382264614105,
0.21257342398166656,
-0.02184082753956318,
0.761660099029541,
-0.18980973958969116,
0.24384139478206635,
-0.19601427018642426,
-1.2887681722640991,
-0.2524252235889435,
-0.12992461025714874,
-0.25591400265693665,
-0.7136053442955017,
-0.3376462757587433,
-0.23355992138385773,
-0.09551849216222763,
-0.10458755493164062,
-0.5901641249656677,
-0.2398224025964737,
-0.7439199090003967,
-0.15334933996200562,
0.025220820680260658,
0.0014777133474126458,
0.22905054688453674,
-0.23134399950504303,
-0.03551739826798439,
-0.05620068311691284,
-0.18809735774993896,
-0.3670597970485687,
-0.006596061401069164,
0.16492107510566711,
0.04947046563029289,
0.18788181245326996,
0.029875393956899643,
-0.4081968367099762,
-0.5087214112281799,
0.12074412405490875,
0.5377316474914551,
0.36206743121147156,
0.5580616593360901,
-0.23984010517597198,
-0.1283632516860962,
0.439344584941864,
0.21103528141975403,
-0.46548759937286377,
-0.06784079968929291,
-0.13221542537212372,
0.4220608174800873,
-0.6142181158065796,
0.43229979276657104,
0.27444958686828613,
-0.3535093367099762,
-0.1262727975845337,
-0.005668316036462784,
-0.2006034255027771,
-0.26688966155052185,
-0.3533284664154053,
-0.3897864520549774,
-0.3672361969947815,
0.081279456615448,
-0.5515692234039307,
-0.08515728265047073,
0.1319306641817093,
-0.5432654619216919,
-0.25936147570610046,
0.3597947061061859,
0.0586128793656826,
-0.37412869930267334,
-0.24241766333580017,
-0.27644628286361694,
-0.3694809079170227,
0.010359080508351326,
0.5446345210075378,
-0.08109647035598755,
-0.5806435346603394,
0.3350129723548889,
-0.38852056860923767,
-0.1446908861398697,
0.39354315400123596,
-0.028571372851729393,
-0.42789751291275024,
-0.3281375765800476,
-0.6990105509757996,
0.06667280197143555,
0.13727428019046783,
-0.012298968620598316,
-0.05485223978757858,
0.5163314938545227,
0.11275052279233932,
-0.6273896098136902,
-0.3313458263874054,
0.07674215734004974,
-0.03021230548620224,
-0.24216461181640625,
-0.37668561935424805,
-0.09114071726799011,
0.60381019115448,
-0.36558425426483154,
-0.12473028898239136,
0.09325026720762253,
0.6606646180152893,
0.051470328122377396,
-0.2721841633319855,
-0.4183625876903534,
-0.055091407150030136,
-0.2290218621492386,
0.6405052542686462,
-0.23938389122486115,
-0.7391173839569092,
-0.5372541546821594,
-0.24448058009147644,
0.04157531261444092,
0.3356613516807556,
-0.726157546043396,
-0.27127426862716675,
-0.7191227674484253,
0.48061156272888184,
-0.10457733273506165,
-0.0448555126786232,
0.5050230622291565,
0.20075683295726776,
-0.1370830237865448,
-0.24220207333564758,
0.0797533467411995,
0.2537660300731659,
0.3898240625858307,
-0.06397715955972672,
-0.03442101180553436,
-0.04232232645153999,
0.22376978397369385,
0.43855518102645874,
-0.3193195164203644,
0.19904395937919617,
-0.2592087388038635,
-0.2886797785758972,
-0.13959170877933502,
-0.5188890099525452,
-0.058011673390865326,
-0.5559919476509094,
0.2386014759540558,
-0.2524248957633972,
-0.08665500581264496,
0.22176051139831543,
0.13038033246994019,
-0.2864280939102173,
0.27335691452026367,
-0.10733870416879654,
0.9193483591079712,
0.6895125508308411,
-0.21121513843536377,
-0.11222097277641296,
0.39363691210746765,
-0.11878889799118042,
-0.5500054359436035,
0.3169756233692169,
-0.07535635679960251,
0.18018531799316406,
-0.42534586787223816,
0.39513492584228516,
0.32839587330818176,
-0.704201877117157,
0.13098734617233276,
-0.34530389308929443,
0.009709468111395836,
0.9187918305397034,
0.4984302520751953,
-0.18933917582035065,
0.22189363837242126,
0.6202536821365356,
-0.21207255125045776,
-0.16266317665576935,
0.647467315196991,
-0.17021219432353973,
0.2249559462070465,
0.15162138640880585,
0.6571490168571472,
0.3603763282299042,
0.7406262755393982,
-0.239354208111763,
0.05762183293700218,
0.2190607488155365,
0.3080524504184723,
0.42436033487319946,
-0.045472439378499985,
-0.12380927056074142,
0.12888707220554352,
0.2413560152053833,
0.07617402076721191,
0.07635414600372314,
-0.12116944044828415,
0.1446240246295929,
0.21980971097946167,
0.4200756251811981,
0.39156168699264526,
0.0017640456790104508,
0.723877489566803,
0.09478174149990082,
0.2592601180076599,
0.13426682353019714,
-0.04010294750332832,
0.020738691091537476,
-0.06816873699426651,
0.6412069201469421,
0.011299068108201027,
-0.5185078978538513,
0.5670916438102722,
0.26424673199653625,
0.2771553099155426,
0.18532820045948029,
-0.3648543059825897,
-0.6685380339622498,
-0.19578783214092255,
0.8799234628677368,
-0.29739782214164734,
0.5200003981590271,
0.18143382668495178,
-0.14344528317451477,
0.6798347234725952,
-0.5096920132637024,
0.7001301646232605,
0.04546969011425972,
-0.662658154964447,
0.5518660545349121,
-0.2843819558620453,
0.2591588497161865,
0.613408088684082,
0.2936716079711914,
0.21886934340000153,
-0.07208998501300812,
-0.7962116599082947,
-0.28111761808395386,
0.27718135714530945,
0.17818474769592285,
0.011150307953357697,
0.07582501322031021,
0.039254024624824524,
-0.2889419496059418,
-0.5060430765151978,
-0.26831820607185364,
0.27580195665359497,
-0.013825805857777596,
0.33475568890571594,
-0.18499864637851715,
0.7021251916885376,
0.766883373260498,
-0.11771384626626968,
0.18660254776477814,
0.24577835202217102,
0.0011992644285783172,
0.4783685803413391,
-0.03892092406749725,
0.25838786363601685,
-0.6650246977806091,
-0.49874743819236755,
-0.35592836141586304,
-0.056310635060071945,
0.9128544926643372,
0.0038516491185873747,
-0.3052515685558319,
0.1706053763628006,
0.20535816252231598,
0.6543020606040955,
0.42289286851882935,
-0.12020448595285416,
0.2929489314556122,
-0.30184394121170044,
0.13133209943771362,
0.05960097163915634,
0.23895397782325745,
-0.16903290152549744,
-0.24008923768997192,
-0.17997734248638153,
0.06354419142007828,
0.31361934542655945,
-0.4303836524486542,
0.2782251536846161,
0.002476742025464773,
-0.45426034927368164,
-0.6380207538604736,
0.6588815450668335,
-1.0113921165466309,
-0.016935378313064575,
-0.3538986146450043,
0.2864229083061218,
0.3634086847305298,
-0.4915071129798889,
-0.0032970192842185497,
-0.1976986825466156,
0.016458332538604736,
0.48984768986701965,
-0.5788356065750122,
0.5136866569519043,
-0.33341044187545776,
-0.19151340425014496,
-0.9557918906211853,
-0.01970587484538555,
0.3801232874393463,
-0.2762957215309143,
-0.26495951414108276,
-0.5833027362823486,
-0.18053098022937775,
0.18926101922988892,
-0.13254740834236145,
-0.5366911292076111,
-0.3458837568759918,
-0.17353999614715576
] |
Diversified query expansion (DQE) based approaches aim to select a set of expansion terms with less redundancy among them while covering as many query aspects as possible. Recently they have experimentally demonstrate their effectiveness for the task of search result diversification. One challenge faced by existing DQE approaches is to ensure the aspect coverage. In this paper, we propose a novel method for DQE, called compact aspect embedding, which exploits trace norm regularization to learn a low rank vector space for the query, with each eigenvector of the learnt vector space representing an aspect, and the absolute value of its corresponding eigenvalue representing the association strength of that aspect to the query. Meanwhile, each expansion term is mapped into the vector space as well. Based on this novel representation of the query aspects and expansion terms, we design a greedy selection strategy to choose a set of expansion terms to explicitly cover all possible aspects of the query. We test our method on several TREC diversification data sets, and show that our method significantly outperforms the state-of-the-art search result diversification approaches. | [
-0.007806754671037197,
0.016598306596279144,
-0.004865996073931456,
0.013300214894115925,
-0.015042515471577644,
-0.007920946925878525,
0.009865854866802692,
-0.0057231104001402855,
-0.009590217843651772,
-0.013493536040186882,
-0.014115402474999428,
0.021274903789162636,
-0.006911586970090866,
0.010808994993567467,
-0.008301913738250732,
-0.026156071573495865,
0.0049240561202168465,
0.006217837333679199,
0.010663691908121109,
-0.01304285041987896,
0.02022412046790123,
0.014936592429876328,
0.010773591697216034,
-0.003063654061406851,
-0.026594199240207672,
0.0003626979887485504,
0.008708830922842026,
0.003683845978230238,
-0.0028970728162676096,
-0.02553938329219818,
0.0011000125668942928,
-0.01951625943183899,
-0.017583254724740982,
0.0010760074947029352,
0.008628400973975658,
-0.0059238919056952,
-0.006442774552851915,
0.02868824265897274,
0.01642211340367794,
-0.006608704105019569,
-0.010678528808057308,
-0.014790790155529976,
0.012749416753649712,
-0.0010582662653177977,
-0.007672510109841824,
-0.025114208459854126,
-0.005279592238366604,
0.012433381751179695,
0.005619319621473551,
0.008848058059811592,
-0.00848355796188116,
-0.0007164317648857832,
0.0051451935432851315,
0.009412324987351894,
-0.005584518425166607,
-0.03767494112253189,
0.016720857471227646,
-0.018817268311977386,
-0.02769463136792183,
-0.01949961856007576,
-0.022484730929136276,
0.01471790112555027,
-0.013394354842603207,
-0.036628372967243195,
0.009042360819876194,
-0.06720937043428421,
0.015465762466192245,
0.0024240445345640182,
0.0020840473007410765,
-0.012763991951942444,
0.013043830171227455,
0.010469390079379082,
-0.022812072187662125,
0.018864041194319725,
0.0011030752211809158,
0.028034616261720657,
-0.010962283238768578,
0.027171824127435684,
0.011498261243104935,
-0.0027494761161506176,
-0.010545756667852402,
0.005692594684660435,
-0.01477871648967266,
0.005856175906956196,
0.009640434756875038,
0.0016295178793370724,
-0.001107551041059196,
0.030623547732830048,
0.014451541006565094,
-0.00035522086545825005,
0.007368861697614193,
-0.02755485102534294,
0.016555577516555786,
0.005082014016807079,
-0.021941233426332474,
0.029750775545835495,
-0.029201973229646683,
-0.012934552505612373,
0.012782437726855278,
0.030966680496931076,
-0.02341870591044426,
0.02179943397641182,
0.01819451153278351,
0.029929522424936295,
-0.008149640634655952,
0.011819377541542053,
-0.034168533980846405,
0.032327599823474884,
-0.007955677807331085,
0.007604551967233419,
-0.013755425810813904,
0.008435392752289772,
0.017938688397407532,
0.021189790219068527,
0.0033998482394963503,
0.027391774579882622,
-0.0035906704142689705,
0.02332661673426628,
0.01365770772099495,
0.016736909747123718,
0.002908844966441393,
-0.023600604385137558,
0.011011607013642788,
-0.016301307827234268,
0.007716722786426544,
-0.01174110546708107,
-0.026377491652965546,
0.007809867151081562,
0.007373340427875519,
0.0022497083991765976,
-0.014074290171265602,
0.015387963503599167,
0.024987835437059402,
-0.025427166372537613,
0.012962661683559418,
-0.00036268553230911493,
-0.014160394668579102,
-0.01444537565112114,
0.011154110543429852,
0.011260172352194786,
0.03936228156089783,
0.007276618853211403,
0.005189934745430946,
0.012837427668273449,
0.014559924602508545,
0.010047126561403275,
0.004522380419075489,
-0.00037206802517175674,
0.025523994117975235,
0.0038048019632697105,
-0.02079194039106369,
-0.02276177704334259,
0.0003234483301639557,
-0.004591999109834433,
0.02609388157725334,
-0.004621781874448061,
-0.01634937897324562,
0.033610016107559204,
-0.015075093135237694,
0.005961654707789421,
0.0033797193318605423,
-0.023711595684289932,
-0.009797128848731518,
0.006731289438903332,
-0.013194789178669453,
0.014631642028689384,
-0.021822433918714523,
0.0070754061453044415,
-0.01521843858063221,
0.005816702265292406,
-0.005437169224023819,
-0.009000452235341072,
0.024653231725096703,
0.008800005540251732,
-0.004244845360517502,
-0.009101655334234238,
-0.008407392539083958,
0.007769905962049961,
-0.02157195284962654,
0.06753959506750107,
-0.02466456964612007,
-0.015068481676280499,
-0.03493485599756241,
0.002120262011885643,
-0.005706113763153553,
-0.018157560378313065,
0.03633589670062065,
-0.013410886749625206,
-0.009045355953276157,
-0.038210220634937286,
-0.042451635003089905,
0.010464653372764587,
0.010746224783360958,
-0.032289739698171616,
-0.006848176941275597,
0.0022654645144939423,
-0.023030197247862816,
0.006569485180079937,
-0.00022708484902977943,
-0.0008308268152177334,
0.0018022134900093079,
-0.021309543401002884,
0.008632354438304901,
0.015865424647927284,
-0.017937375232577324,
0.016155149787664413,
-0.000990436994470656,
0.009490308351814747,
0.008765229023993015,
0.00918545015156269,
-0.007130218669772148,
0.015015281736850739,
0.007766301278024912,
-0.02335214987397194,
-0.011853226460516453,
-0.0007037376053631306,
-0.018846292048692703,
-0.03439199924468994,
-0.007189060561358929,
-0.01131365541368723,
-0.0005956825334578753,
-0.005977408029139042,
0.013362253084778786,
-0.028748586773872375,
0.02264990657567978,
0.024770639836788177,
-0.01697595790028572,
0.014800351113080978,
-0.007525535766035318,
-0.003074673004448414,
0.01109738927334547,
-0.002700583077967167,
-0.012937864288687706,
0.028374087065458298,
0.009757855907082558,
0.03408242017030716,
0.012162556871771812,
-0.030961334705352783,
0.009047996252775192,
-0.009056967683136463,
-0.017589552327990532,
-0.013739844784140587,
-0.016959944739937782,
0.01815270446240902,
-0.009823051281273365,
0.013218056410551071,
-0.0031455811113119125,
-0.008521543815732002,
0.0223094429820776,
0.0019458280876278877,
0.004920574836432934,
-0.013044370338320732,
0.006224635988473892,
-0.001359325833618641,
0.01925187185406685,
-0.01436305046081543,
-0.02515140362083912,
-0.008591681718826294,
0.02037903666496277,
-0.009250586852431297,
-0.0066453879699110985,
0.010934906080365181,
-0.04047944396734238,
-0.009954981505870819,
0.01548033393919468,
0.01290854811668396,
-0.005288447719067335,
0.03215281665325165,
0.03019263967871666,
0.020843449980020523,
0.005697882268577814,
-0.014863109216094017,
-0.012058382853865623,
-0.08115459978580475,
-0.008946806192398071,
0.00987863726913929,
-0.005506977438926697,
0.012037284672260284,
-0.02201402187347412,
0.001377707812935114,
-0.009973401203751564,
-0.019629942253232002,
0.012859979644417763,
0.0330900177359581,
0.021022958680987358,
-0.015815142542123795,
0.020388424396514893,
-0.01607736200094223,
-0.009984481148421764,
0.010732073336839676,
-0.006557229906320572,
-0.0043588317930698395,
-0.0068255336955189705,
0.012893293052911758,
0.007809892296791077,
-0.008764209225773811,
-0.007834755815565586,
-0.0237809419631958,
0.02285037189722061,
0.025161001831293106,
0.0035465771798044443,
-0.015079190954566002,
0.0016309099737554789,
0.00982572790235281,
-0.024395566433668137,
-0.028486106544733047,
-0.03673506900668144,
-0.00832311250269413,
-0.008983836509287357,
-0.010287830606102943,
-0.020793091505765915,
0.01210913434624672,
0.006655653938651085,
0.020472174510359764,
0.01330975815653801,
-0.007592504844069481,
0.0011225217022001743,
-0.0029252683743834496,
-0.004416246432811022,
-0.00512672308832407,
-0.02365441620349884,
0.015982478857040405,
-0.0040831235237419605,
0.011686823330819607,
-0.008788585662841797,
0.0034435512498021126,
0.006330512464046478,
-0.010579826310276985,
-0.012554594315588474,
0.005258314311504364,
-0.0295251477509737,
-0.012086361646652222,
-0.020143575966358185,
-0.010937652550637722,
0.014656429179012775,
-0.0013007279485464096,
-0.010869752615690231,
0.0013796254061162472,
-0.009295880794525146,
0.016933029517531395,
-0.00042556924745440483,
-0.00600476237013936,
0.0004570069722831249,
0.013665629550814629,
-0.015379742719233036,
0.007982496172189713,
-0.0011433702893555164,
0.019656561315059662,
-0.017602672800421715,
-0.01546368096023798,
-0.00884939730167389,
0.02052280679345131,
-0.021360065788030624,
-0.02946666069328785,
0.019950173795223236,
0.0049809860065579414,
0.00789946410804987,
-0.03073563426733017,
-0.0029186601750552654,
0.006219932809472084,
0.002219809452071786,
0.007938018068671227,
-0.00994112715125084,
-0.004574163816869259,
-0.004502177704125643,
0.0004503240343183279,
0.009791521355509758,
-0.01867642253637314,
0.023628205060958862,
0.033070627599954605,
-0.006239029578864574,
-0.0006476538255810738,
0.010536429472267628,
0.0003426126204431057,
-0.01063475850969553,
0.02928638830780983,
-0.013403911143541336,
0.015652477741241455,
0.007844334468245506,
0.007922547869384289,
-0.00006543926429003477,
0.0025808780919760466,
-0.005545803811401129,
-0.014083649963140488,
-0.017968710511922836,
-0.009184060618281364,
-0.030012786388397217,
0.01763881742954254,
0.01645735278725624,
0.007018673233687878,
-0.005351884290575981,
0.07295554876327515,
-0.0020066825672984123,
0.008334576152265072,
-0.009942213073372841,
0.0024106481578201056,
0.0012428952613845468,
-0.041722122579813004,
-0.01778697595000267,
0.023899242281913757,
-0.006801397539675236,
0.009326372295618057,
0.009295920841395855,
-0.00778841320425272,
0.017789075151085854,
0.0008246975485235453,
-0.005253754090517759,
0.016747526824474335,
0.010100826621055603,
-0.01179417036473751,
-0.0046307602897286415,
0.006628638133406639,
-0.011344250291585922,
0.011010302230715752,
0.028907224535942078,
-0.020629512146115303,
-0.026493310928344727,
-0.009990965947508812,
-0.014594614505767822,
0.006911806762218475,
0.005721330642700195,
0.030789321288466454,
0.024222420528531075,
-0.006227577105164528,
-0.025309832766652107,
0.01599808968603611,
-0.0024199874605983496,
-0.009084177203476429,
-0.028024796396493912,
-0.002294180216267705,
0.00025151949375867844,
0.005172643344849348,
-0.01813640631735325,
0.026035014539957047,
0.008871948346495628,
0.02146001346409321,
0.026917731389403343,
-0.029581405222415924,
-0.008428065106272697,
-0.00712948851287365,
0.02923393063247204,
-0.01234905980527401,
0.01564735174179077,
0.014243638142943382,
0.010944484733045101,
-0.0013593961484730244,
-0.0009775422513484955,
-0.01500141154974699,
-0.005196482874453068,
0.023085761815309525,
0.04252084344625473,
-0.04998303949832916,
-0.010847613215446472,
0.021421242505311966,
0.0013504810631275177,
-0.024174842983484268,
-0.01629376783967018,
0.022869717329740524,
-0.014866637997329235,
0.003923047333955765,
0.05467120185494423,
-0.009821114130318165,
0.016939645633101463,
-0.007038536947220564,
-0.020548373460769653,
0.0006420556455850601,
-0.011786802671849728,
0.02465173974633217,
-0.03075118362903595,
-0.0006430945359170437,
0.019076857715845108,
-0.013086494989693165,
0.009363366290926933,
0.00685089360922575,
0.015713604167103767,
-0.0026045560371130705,
-0.0024445876479148865,
0.01941155642271042,
-0.07414060831069946,
-0.0058890231885015965,
0.030278107151389122,
-0.010662155225872993,
0.001678702887147665,
-0.003877626731991768,
-0.0026298873126506805,
-0.04494659602642059,
-0.02130759134888649,
-0.0006342966808006167,
-0.004778474569320679,
-0.030618522316217422,
0.0012747561559081078,
-0.011470239609479904,
0.008097898215055466,
0.04220622405409813,
-0.001406847033649683,
0.0006251523736864328,
0.01819656230509281,
-0.0038344969507306814,
0.030192526057362556,
-0.02560102939605713,
-0.009753705002367496,
-0.007026755716651678,
-0.0083403829485178,
-0.08195444941520691,
-0.0025741239078342915,
0.016164779663085938,
0.01048416830599308,
-0.008291095495223999,
-0.027334149926900864,
0.005633738823235035,
-0.02060726098716259,
0.04200588911771774,
-0.013240907341241837,
-0.008384926244616508,
-0.008744916878640652,
-0.019050713628530502,
0.034145768731832504,
-0.03396264836192131,
-0.005199366714805365,
0.01707330532371998,
0.007059699390083551,
-0.00860182661563158,
-0.014833859167993069,
0.004953794647008181,
0.013262640684843063,
-0.009241033345460892,
0.009522159583866596,
-0.009012803435325623,
-0.0024784684646874666,
-0.0015561780892312527,
0.01712779700756073,
-0.0010716633405536413,
0.00878017209470272,
0.02904297411441803,
0.001214328221976757,
0.015500416979193687,
-0.014997378922998905,
-0.003109237179160118,
-0.004259169101715088,
0.007871945388615131,
-0.0015882090665400028,
-0.017849668860435486,
-0.002647773828357458,
0.0005302509525790811,
-0.01665015146136284,
-0.010233107954263687,
-0.0047543891705572605,
-0.011763133108615875,
0.032796550542116165,
0.005542906001210213,
-0.0124835055321455,
-0.0006522195762954652,
-0.02054751291871071,
0.007202284876257181,
-0.04674401134252548,
0.04112459719181061,
0.012201697565615177,
-0.001087978482246399,
0.0047859326004981995,
-0.008089214563369751,
0.023695718497037888,
-0.017559628933668137,
0.020508453249931335,
-0.011993756517767906,
0.024006657302379608,
-0.0076209064573049545,
0.07257208228111267,
-0.01206955872476101,
0.009657341055572033,
-0.03423707187175751,
-0.0031160996295511723,
0.00021189340623095632,
-0.018483169376850128,
-0.0006259270012378693,
-0.01425190269947052,
-0.003686638083308935,
0.000004293397068977356,
0.002258318942040205,
-0.00943985115736723,
0.011836877092719078,
-0.01372738741338253,
-0.005720898043364286,
0.037439193576574326,
-0.00203865859657526,
0.00994233600795269,
0.02513817697763443,
-0.016826532781124115,
0.01109020784497261,
-0.03466738015413284,
0.01797780580818653,
-0.003319169394671917,
-0.007135353051126003,
-0.011047696694731712,
-0.03287966921925545,
-0.013565907254815102,
-0.01552604604512453,
0.002016297075897455,
-0.019070573151111603,
0.005280242767184973,
-0.01881982386112213,
0.03808525577187538,
-0.03354503959417343,
0.02700844779610634,
0.004442270845174789,
0.0091423150151968,
0.0023592859506607056,
-0.04470790550112724,
0.006141962017863989,
-0.007134523242712021,
0.016217416152358055,
0.014368542470037937,
0.004887487273663282,
-0.017038246616721153,
0.0007364749908447266,
-0.013713800348341465,
-0.0008331702556461096,
-0.0011646873317658901,
-0.004002333153039217,
0.011573291383683681,
-0.00969875231385231,
0.00893018301576376,
-0.010153171606361866,
-0.005987606476992369,
0.01286234613507986,
0.005125696770846844,
0.021796302869915962,
-0.012602802366018295,
-0.017332982271909714,
-0.005261934828013182,
0.001102277310565114,
0.00913299061357975,
0.02242080122232437,
-0.01827794313430786,
-0.01995168812572956,
-0.003832290880382061,
0.018146654590964317,
-0.005151879042387009,
-0.0017559983534738421,
0.008588682860136032,
-0.016798587515950203,
0.010643884539604187,
-0.001553386333398521,
0.002205892698839307,
0.015337654389441013,
0.022220253944396973,
0.009053744375705719,
-0.006219481583684683,
-0.020960913971066475,
-0.011465128511190414,
-0.010667199268937111,
-0.013994153589010239,
-0.011081349104642868,
-0.02003975212574005,
0.01088983565568924,
-0.0024293221067637205,
0.016336146742105484,
0.03159993141889572,
0.010952509939670563,
0.009237121790647507,
-0.0038714928086847067,
0.005833164323121309,
0.03221837431192398,
-0.04089730978012085,
0.004442705772817135,
-0.019780870527029037,
-0.00725272111594677,
0.026198498904705048,
0.0263914056122303,
-0.017560506239533424,
0.011859964579343796,
-0.006046348251402378,
-0.0021209323313087225,
0.008462944999337196,
-0.00977269746363163,
-0.016260875388979912,
0.011675339192152023,
0.0021160319447517395,
-0.017450371757149696,
0.001471775583922863,
-0.0192604698240757,
0.005985255353152752,
0.010063236579298973,
-0.017315665259957314,
-0.02269197627902031,
-0.02692779153585434,
-0.008182796649634838,
-0.014629067853093147,
-0.009298647753894329,
0.012436569668352604,
0.026716314256191254,
-0.03373796492815018,
-0.009652442298829556,
-0.009584425948560238,
0.023540250957012177,
0.005431951954960823,
-0.02058626338839531,
0.02264673076570034,
0.021178916096687317,
0.001210345420986414,
0.008281438611447811,
0.01320638693869114,
-0.01752295531332493,
0.018378999084234238,
-0.017511744052171707,
0.001292404835112393,
-0.017629630863666534,
0.006011854857206345,
-0.005677498411387205,
0.00569252111017704,
0.017923425883054733,
0.006506663281470537,
-0.012056570500135422,
0.031207550317049026,
-0.0006956476718187332,
-0.0011470695026218891,
-0.013237738981842995,
-0.003425919683650136,
0.0028128246776759624,
0.033234842121601105,
-0.007034598849713802,
0.01607459969818592,
0.025958094745874405,
0.017274070531129837,
0.00681377574801445,
-0.008474103175103664,
0.007791698910295963,
-0.016535241156816483,
-0.004642773419618607,
0.00040472066029906273,
0.0032458778005093336,
0.01756127178668976,
-0.01159916166216135,
0.00522970873862505,
0.024162450805306435,
-0.0016410679090768099,
0.034679971635341644,
0.018334193155169487,
-0.029049323871731758,
-0.014561417512595654,
0.00639742985367775,
-0.04014657437801361,
-0.010635065846145153,
0.004644741304218769,
-0.0002600988373160362,
-0.031721457839012146,
0.01330452598631382,
-0.004141907207667828,
-0.0071373856626451015,
0.00794178992509842,
-0.009898100048303604,
-0.004952462390065193,
-0.016593405976891518,
-0.01141131017357111,
0.015576326288282871,
-0.020705081522464752,
0.035188306123018265,
0.0008931998163461685,
-0.020624471828341484,
-0.013462534174323082,
-0.02368149533867836,
0.013189125806093216,
-0.016262920573353767,
0.016311097890138626,
-0.018166784197092056,
0.0071131023578345776,
-0.004124666564166546,
0.00512249581515789,
-0.005094932857900858
] | [
-0.017147615551948547,
-0.48975080251693726,
0.07976324111223221,
0.02811761014163494,
-0.20598992705345154,
-0.17086362838745117,
-0.26929277181625366,
-0.05631158873438835,
-0.28129521012306213,
-0.5214847922325134,
-0.225409135222435,
0.41410213708877563,
-0.23087632656097412,
0.15031477808952332,
-0.051935628056526184,
0.8907549977302551,
-0.222979336977005,
0.12271233648061752,
-0.2533111870288849,
-0.10173536837100983,
-0.11251617223024368,
0.1833202987909317,
0.011207669973373413,
0.18008342385292053,
0.28914886713027954,
0.375766396522522,
0.5467957258224487,
0.44410035014152527,
-0.11179041117429733,
-0.15253092348575592,
0.017053203657269478,
0.5194077491760254,
-0.2346537858247757,
0.26218533515930176,
0.07665368169546127,
-0.1357184797525406,
-0.06633470207452774,
0.06098723039031029,
0.03074999526143074,
-0.4036174714565277,
0.11078910529613495,
-0.09322299808263779,
-0.32090243697166443,
0.17018738389015198,
-0.48351600766181946,
-0.748828649520874,
-1.6828047037124634,
0.04985392093658447,
-0.667029082775116,
-0.08869220316410065,
-0.20358872413635254,
0.07348912954330444,
0.04587347060441971,
0.3233751058578491,
-0.13534490764141083,
0.1170969307422638,
-0.028290344402194023,
-0.42334192991256714,
0.3494408428668976,
-0.20084713399410248,
0.044481467455625534,
0.013177118264138699,
-0.253960520029068,
0.4489991366863251,
0.06969888508319855,
0.6904623508453369,
-0.1892215460538864,
-0.2043953537940979,
-0.8157416582107544,
-0.41811320185661316,
0.33448106050491333,
-0.1715826690196991,
-0.2827950716018677,
0.6113497614860535,
-0.501940131187439,
0.1517859250307083,
-0.3218357264995575,
-0.3414612412452698,
0.33155369758605957,
0.11014841496944427,
-0.43106913566589355,
-0.009367220103740692,
0.49279648065567017,
-0.5666124224662781,
0.7663005590438843,
0.19357497990131378,
0.11285664141178131,
0.7573502659797668,
-0.5415050983428955,
0.27142632007598877,
0.0040897647850215435,
-0.4891836941242218,
0.291102796792984,
0.47421395778656006,
0.6102162599563599,
0.2540224492549896,
0.18850469589233398,
0.07285380363464355,
0.3697429895401001,
0.1685788929462433,
0.03290847688913345,
-0.061471547931432724,
-0.4205831289291382,
-0.5117098093032837,
-0.766082227230072,
-0.11405790597200394,
-0.5107388496398926,
-0.6847725510597229,
-0.8178406953811646,
0.2944561243057251,
-0.9294876456260681,
0.43445420265197754,
-0.15378256142139435,
-0.4858526885509491,
-0.2845384180545807,
0.13033898174762726,
0.3316170871257782,
0.17491593956947327,
-0.07200977206230164,
0.45683014392852783,
-0.10176142305135727,
0.902289867401123,
0.09082835912704468,
0.5916393399238586,
0.08491402864456177,
0.04377737268805504,
0.2101626843214035,
0.758070707321167,
-0.4342983067035675,
0.272082656621933,
0.6409737467765808,
0.6515668630599976,
-0.17509081959724426,
0.15460389852523804,
-0.062407851219177246,
-0.5438125133514404,
0.38864865899086,
0.022102564573287964,
0.14205500483512878,
-0.4475381374359131,
-0.4374034106731415,
-0.20231157541275024,
-0.3461143374443054,
-0.16148988902568817,
-0.2297145426273346,
-0.24536797404289246,
-0.13336844742298126,
-0.17391350865364075,
-0.2453186810016632,
-0.46102502942085266,
-0.035522133111953735,
-0.18638457357883453,
-0.6079884767532349,
-0.056495994329452515,
0.23444268107414246,
0.5909695625305176,
-0.3885480761528015,
-0.1206391453742981,
0.04026105999946594,
0.2505427896976471,
-0.15367288887500763,
0.12705734372138977,
-0.6012741327285767,
-0.6692042946815491,
0.41972294449806213,
-0.6618950366973877,
0.26043614745140076,
0.11568145453929901,
0.10050980746746063,
-0.029979197308421135,
-0.37349653244018555,
-0.12353795021772385,
-0.021939633414149284,
-0.21524831652641296,
0.07165391743183136,
-0.1344587206840515,
0.20069679617881775,
0.11778195947408676,
0.10620712488889694,
-0.013652910478413105,
-0.8341383337974548,
-0.15862658619880676,
0.6244863867759705,
-0.5194030404090881,
0.10439816117286682,
0.14234629273414612,
0.3817507028579712,
-0.09724301099777222,
0.23467113077640533,
0.012947676703333855,
-0.4688092768192291,
0.1621553599834442,
0.3492415249347687,
-1.0483372211456299,
1.2460688352584839,
-0.07429948449134827,
0.04261467605829239,
1.3916691541671753,
-0.2865278720855713,
0.07743312418460846,
0.04887811839580536,
0.050457317382097244,
0.26512181758880615,
-0.21034859120845795,
-0.33948999643325806,
-0.1417807787656784,
-0.20183317363262177,
-0.009808462113142014,
-0.6950518488883972,
0.4141556918621063,
0.5331614017486572,
-0.22474607825279236,
-0.11600057780742645,
-0.40378817915916443,
-0.026150474324822426,
0.16491274535655975,
0.034874677658081055,
0.35748258233070374,
-0.02885514125227928,
0.16741593182086945,
1.0280790328979492,
-0.35540661215782166,
0.2570990025997162,
0.7547210454940796,
0.02996060997247696,
0.5549188256263733,
1.1802747249603271,
0.2537718415260315,
1.2086234092712402,
-0.2251904010772705,
-0.021951396018266678,
-0.41841015219688416,
0.4408262073993683,
-0.5355819463729858,
-0.09020542353391647,
0.37108615040779114,
0.3910272717475891,
-0.3215849697589874,
-0.0181721318513155,
-0.03244057297706604,
-0.06167086213827133,
0.19838187098503113,
-0.43683305382728577,
0.011447099037468433,
0.5679036378860474,
-0.2998819053173065,
-0.8716304302215576,
0.4796279966831207,
-0.5095348358154297,
-0.36717310547828674,
0.3579227924346924,
0.3963843584060669,
0.2688699960708618,
-0.6195015907287598,
0.04241234064102173,
0.41172170639038086,
-0.19534367322921753,
-0.2201167196035385,
0.23777693510055542,
-0.07464458793401718,
-0.26094961166381836,
0.1129506304860115,
-0.03893352672457695,
-0.27346593141555786,
0.009347975254058838,
-0.1277177482843399,
-0.46395066380500793,
-0.303078830242157,
0.5258678197860718,
0.49142900109291077,
0.30118560791015625,
0.11475130170583725,
-0.5197759866714478,
0.15672987699508667,
-0.4169561564922333,
-0.954361617565155,
0.11141034215688705,
0.17239594459533691,
-0.8730362057685852,
-0.5295212864875793,
-0.16040198504924774,
0.08573546260595322,
0.7447635531425476,
-0.2987520396709442,
-0.7303690910339355,
-0.3477962613105774,
-0.131405770778656,
-0.1406448483467102,
-0.35289472341537476,
-0.04152371361851692,
-0.032985538244247437,
0.5422594547271729,
-0.517581045627594,
-0.13640056550502777,
0.4923308789730072,
0.32241901755332947,
-0.28688761591911316,
0.061866991221904755,
0.533994734287262,
-0.05039183050394058,
-0.35480377078056335,
0.33858224749565125,
0.36909401416778564,
-0.07279530167579651,
-0.031469859182834625,
-0.5243486166000366,
-0.6607257723808289,
0.4339301288127899,
-5.834301948547363,
0.1907409280538559,
-0.6174251437187195,
0.272872656583786,
-0.45657268166542053,
0.025712722912430763,
0.5444441437721252,
-0.26839494705200195,
-0.004955788608640432,
-0.270423948764801,
-0.04273616522550583,
0.1614353358745575,
-0.28561198711395264,
0.41659966111183167,
0.24606116116046906,
0.31821635365486145,
0.6757110357284546,
0.5703190565109253,
0.3663879632949829,
0.1544034481048584,
-0.0735669657588005,
-0.12229081988334656,
-0.19684673845767975,
0.4470480680465698,
0.09455466270446777,
0.04389513283967972,
-0.601894199848175,
0.07583993673324585,
-0.17333953082561493,
-0.5292189717292786,
-0.06591978669166565,
-0.29617151618003845,
-0.20584192872047424,
-0.32821017503738403,
0.10651632398366928,
0.39149758219718933,
0.2116425484418869,
0.04845960810780525,
0.22415758669376373,
-0.5919768810272217,
0.5232952237129211,
0.5447503328323364,
0.24919171631336212,
0.12323328107595444,
0.03708332031965256,
-0.25265249609947205,
0.04617806151509285,
0.4670824706554413,
-0.4297656714916229,
0.8029381036758423,
-0.191923126578331,
-0.18722876906394958,
-0.04735396057367325,
0.3597067892551422,
0.000967667147051543,
-0.2875029146671295,
0.18946866691112518,
-0.09791506826877594,
-0.6744264364242554,
0.6521908640861511,
0.3477919399738312,
-0.5346053838729858,
-0.2562611699104309,
-0.5701407194137573,
-0.2741962671279907,
0.36386004090309143,
-0.7007842659950256,
-0.8967217803001404,
0.17931507527828217,
0.22070863842964172,
-0.7111607789993286,
0.29446759819984436,
0.35543137788772583,
-0.2816399335861206,
0.6141973733901978,
-0.3214559853076935,
0.014383060857653618,
0.1754593700170517,
-0.11262547224760056,
0.29450345039367676,
0.11082412302494049,
-0.32226094603538513,
-0.07718708366155624,
0.02504606917500496,
0.015618312172591686,
-0.4185914993286133,
-0.010267515666782856,
0.12199750542640686,
-0.16775450110435486,
0.33433395624160767,
0.24577409029006958,
-0.32248085737228394,
0.29599857330322266,
0.3672676682472229,
0.46157607436180115,
0.34623703360557556,
0.4746478199958801,
0.25561147928237915,
0.20124050974845886,
-0.7111297249794006,
0.9053585529327393,
-0.10786672681570053,
-0.30557847023010254,
-0.7211110591888428,
0.14867153763771057,
-0.008103684522211552,
-0.43022313714027405,
-0.01863032393157482,
0.7126511931419373,
-0.4992384612560272,
0.2185475081205368,
0.45759913325309753,
-0.6787935495376587,
-0.07653523981571198,
0.4045964777469635,
0.06946088373661041,
-0.3572710454463959,
-0.09593101590871811,
0.3659355938434601,
-0.406543493270874,
0.24842925369739532,
0.32978522777557373,
-0.006540438625961542,
0.1355518251657486,
0.20258629322052002,
-0.12629202008247375,
0.5352859497070312,
0.5464752912521362,
-0.29265689849853516,
-0.05560753121972084,
0.39567023515701294,
0.12263810634613037,
-0.35658520460128784,
-0.35393568873405457,
-0.04471713304519653,
-0.5469055771827698,
-0.5138421058654785,
0.20105785131454468,
0.2245841920375824,
-0.3955446183681488,
0.6127996444702148,
-0.11544092744588852,
0.26991960406303406,
0.2836143672466278,
0.40428999066352844,
-0.20711706578731537,
-0.21157993376255035,
0.12294521927833557,
-0.19126483798027039,
-0.03271672874689102,
-0.13646450638771057,
-0.5993590354919434,
0.33813610672950745,
-0.4865104556083679,
0.35492485761642456,
0.44194740056991577,
0.5334774851799011,
0.13997115194797516,
0.33153533935546875,
-0.8562217950820923,
0.3703906536102295,
-0.07792983204126358,
-0.9066233038902283,
0.19647914171218872,
0.09567119181156158,
0.29889917373657227,
-0.6059997081756592,
-0.022728601470589638,
-0.12474130839109421,
0.26015782356262207,
0.03449726477265358,
-0.5394769310951233,
-0.12140275537967682,
-0.47081243991851807,
0.27860236167907715,
0.09692443162202835,
0.2066805362701416,
0.19045040011405945,
-0.030189771205186844,
0.24902354180812836,
0.07127618789672852,
-0.7674355506896973,
-0.06133618578314781,
0.4881622791290283,
0.9937387108802795,
0.2823489308357239,
-0.11424461007118225,
0.21028195321559906,
-0.4473634660243988,
-0.06581352651119232,
0.5127841830253601,
0.3664957880973816,
0.4262487590312958,
0.14238564670085907,
0.24713991582393646,
-0.6608114242553711,
0.40471112728118896,
0.005105188116431236,
0.07241588085889816,
-0.3966064453125,
-0.008850754238665104,
0.5384182929992676,
0.1892540007829666,
0.43256905674934387,
0.23342660069465637,
-0.19871671497821808,
-0.2338840365409851,
-0.7512874603271484,
-0.42935317754745483,
0.17316535115242004,
-0.3285791873931885,
-0.7020273804664612,
-0.24164357781410217,
0.10299454629421234,
-0.16533245146274567,
0.15145543217658997,
0.06285974383354187,
-0.2833624482154846,
-0.5559341311454773,
0.5806060433387756,
-0.10182002931833267,
-0.7895321249961853,
-0.14176136255264282,
0.042262595146894455,
-0.3297558128833771,
0.15094512701034546,
0.17375941574573517,
-0.9895408153533936,
-0.06701008230447769,
0.18748575448989868,
-0.28011223673820496,
-0.21550916135311127,
0.2800031900405884,
0.45020005106925964,
-0.15157108008861542,
-0.03141821175813675,
-0.22983315587043762,
0.7360705733299255,
-0.1277667135000229,
-0.3679228127002716,
0.10450678318738937,
0.3586462438106537,
-0.27126699686050415,
-0.480851411819458,
-0.1859492063522339,
0.16807429492473602,
0.27113136649131775,
-0.13744884729385376,
-0.9695859551429749,
-0.058700740337371826,
0.3318255543708801,
-0.3231312036514282,
-0.023476654663681984,
-0.138311505317688,
0.9671542048454285,
0.038350462913513184,
-0.4317173957824707,
-0.492827445268631,
-0.22388049960136414,
0.17209996283054352,
0.16584722697734833,
-0.16940094530582428,
-0.03514273092150688,
-0.3815666735172272,
0.4099387526512146,
0.03699507564306259,
0.007123696617782116,
-0.6818951964378357,
0.4840537905693054,
-0.5047599077224731,
-0.01945672743022442,
-0.279171347618103,
0.41422396898269653,
0.5209169983863831,
0.27911147475242615,
-0.13759276270866394,
-0.4337536692619324,
-0.10392867773771286,
-0.23195293545722961,
0.19475090503692627,
-0.20085318386554718,
-0.5747200846672058,
0.35758963227272034,
-0.28566664457321167,
0.666067361831665,
-0.10954350978136063,
0.08818700909614563,
-0.11851724237203598,
0.241531103849411,
-0.07092224061489105,
-0.28763875365257263,
-0.15463672578334808,
-0.3055814504623413,
-0.34057459235191345,
-0.47692573070526123,
0.392670601606369,
0.5289803147315979,
-0.0369851253926754,
-0.4757271707057953,
-0.09586641192436218,
0.22098875045776367,
1.026071548461914,
0.24461157619953156,
-0.8498632907867432,
-0.06789129227399826,
0.30882763862609863,
0.32268884778022766,
0.33393770456314087,
0.2140377014875412,
-0.22255004942417145,
0.5649958848953247,
0.436582088470459,
0.5958907008171082,
0.5186545252799988,
-0.20085476338863373,
0.08615531772375107,
0.1938830465078354,
-0.44373437762260437,
1.0290331840515137,
0.42022666335105896,
0.07701563835144043,
0.8207340240478516,
0.4495598375797272,
-0.25009945034980774,
-0.6611213684082031,
0.5119386315345764,
-0.24435745179653168,
0.36900731921195984,
0.29300326108932495,
0.4239858388900757,
0.2633610963821411,
0.6002867817878723,
-0.36924296617507935,
0.025924040004611015,
-0.05409328266978264,
0.22478501498699188,
0.7550630569458008,
-0.24173100292682648,
0.03814644739031792,
0.05760996416211128,
0.7240564227104187,
0.6972895264625549,
-0.41440877318382263,
-0.03086196631193161,
-0.2149720937013626,
0.39863115549087524,
0.28618383407592773,
0.2267354130744934,
-0.09153095632791519,
0.5375872850418091,
0.21975789964199066,
-0.40156814455986023,
-0.23258177936077118,
0.11808069795370102,
-0.23991400003433228,
-0.544943630695343,
-0.05508042126893997,
-1.0289477109909058,
0.2035266011953354,
0.21840909123420715,
0.09563105553388596,
0.6370909810066223,
-0.3656812608242035,
-0.1011916995048523,
-0.4664722681045532,
0.13674916326999664,
0.8294810652732849,
-0.07560085505247116,
0.3549633324146271,
0.18979883193969727,
-0.26868510246276855,
0.06988304853439331,
0.055730052292346954,
0.3816699981689453,
0.12777848541736603,
-0.7087560892105103,
0.06184738129377365,
0.3576747179031372,
-0.5503060817718506,
0.513821542263031,
0.22855843603610992,
-0.060221411287784576,
0.05510156601667404,
-0.42887750267982483,
0.15263831615447998,
-0.1125587671995163,
-0.2517329156398773,
-0.13287615776062012,
-0.09717827290296555,
0.2568053901195526,
-0.06561146676540375,
-0.6995946168899536,
-0.011802507564425468,
-0.038950107991695404,
0.04571067914366722,
0.04239826649427414,
-0.43176397681236267,
0.6326460838317871,
0.49911871552467346,
-0.008560764603316784,
-0.2171204686164856,
0.1463615894317627,
0.30984580516815186,
0.418998658657074,
-0.4843299090862274,
0.3418603241443634,
-0.3936452269554138,
0.17226962745189667,
-0.440934419631958,
-0.10062702000141144,
0.6328030824661255,
0.3759739398956299,
-0.6141529083251953,
-0.006564561743289232,
0.07368744909763336,
-0.09567856043577194,
0.2108447104692459,
0.16035448014736176,
-0.16303963959217072,
-0.28568315505981445,
-0.46117258071899414,
-0.48937252163887024,
0.8062835335731506,
-0.37537112832069397,
0.25636056065559387,
-0.09329701960086823,
0.09474540501832962,
0.47363772988319397,
-0.2180468738079071,
0.6260772347450256,
-0.07039105892181396,
-0.44970008730888367,
-0.48482733964920044,
0.6440336108207703,
-0.7189237475395203,
0.14158153533935547,
-0.1971992552280426,
0.06513813138008118,
0.4510994553565979,
0.22092655301094055,
-0.08883802592754364,
-0.024661818519234657,
-0.24687884747982025,
0.35207900404930115,
-0.07852804660797119,
1.0674973726272583,
-0.018827801570296288,
-0.32513752579689026,
-0.8637635111808777,
0.34651997685432434,
-0.09781409054994583,
-0.3289618492126465,
-0.06466247141361237,
0.13282454013824463,
-0.523409903049469,
-0.03983399644494057,
-0.10037174820899963,
-0.616075336933136,
-0.41523319482803345,
-0.0771021693944931
] |
In this work we present a novel approach for the utilization of observed relations between entity pairs in the task of triple argument prediction. The approach is based on representing observations in a shared, continuous vector space of structured relations and text. Results on a recent benchmark dataset demonstrate that the new model is superior to existing sparse feature models. In combination with state-of-the-art models, we achieve substantial improvements when observed relations are available. | [
0.01568787544965744,
0.02435903064906597,
-0.0027974338736385107,
0.017106348648667336,
0.01230603363364935,
-0.007207401562482119,
0.0072489273734390736,
-0.026912307366728783,
-0.012764415703713894,
-0.018205244094133377,
-0.0057178400456905365,
0.013215572573244572,
0.004847963340580463,
0.00914634857326746,
0.023306595161557198,
-0.003507449757307768,
-0.007375475950539112,
0.004272269085049629,
-0.001172697520814836,
-0.009292198345065117,
-0.0050290306098759174,
-0.003004890400916338,
0.009278843179345131,
0.012439846061170101,
-0.022276291623711586,
0.009772603400051594,
0.0024740034714341164,
-0.0009230093564838171,
-0.005287007428705692,
-0.028282247483730316,
0.0279170423746109,
-0.004490930121392012,
-0.0024983559269458055,
0.01543871033936739,
-0.004881267435848713,
0.00381476734764874,
0.0007459286716766655,
0.021667787805199623,
0.019041843712329865,
-0.005863521713763475,
0.008585657924413681,
-0.007548964582383633,
0.0025900111068040133,
-0.016286548227071762,
-0.004969997331500053,
0.0007167403819039464,
-0.005087759345769882,
0.0023623425513505936,
-0.008760527707636356,
0.004827800206840038,
-0.013476498425006866,
-0.002262726193293929,
-0.005018468014895916,
0.029492907226085663,
-0.005227288231253624,
-0.02927696518599987,
0.017162097617983818,
0.008590695448219776,
-0.0363197922706604,
0.004119202494621277,
-0.015621055848896503,
0.033739909529685974,
-0.015503465197980404,
0.010679318569600582,
0.007101196795701981,
-0.06753223389387131,
0.009610607288777828,
-0.009232278913259506,
0.004332968033850193,
0.005133314058184624,
-0.00908423587679863,
0.0063765342347323895,
-0.02189578488469124,
0.006439927965402603,
0.016999082639813423,
0.0029330889228731394,
-0.003531852038577199,
0.001959533430635929,
0.00150387326721102,
-0.006892948877066374,
0.005246382672339678,
0.011282856576144695,
-0.002912303199991584,
0.009939564391970634,
-0.0026377986650913954,
0.03562091663479805,
0.009916096925735474,
0.02130691148340702,
-0.0011093063512817025,
0.007288437802344561,
-0.00038462941301986575,
-0.019300783053040504,
0.02364474907517433,
0.008272905834019184,
-0.0157916322350502,
0.007815019227564335,
-0.012641551904380322,
0.0016855994472280145,
-0.016079919412732124,
-0.002460630377754569,
-0.011763221584260464,
0.018640881404280663,
0.019166195765137672,
0.001797339180484414,
0.0016029196558520198,
0.008038850501179695,
-0.005672132596373558,
0.012560714967548847,
0.0011308487737551332,
-0.000958219519816339,
0.036081358790397644,
0.005491357762366533,
-0.01695151813328266,
0.006381988059729338,
0.011226692236959934,
0.0017689620144665241,
-0.000743376964237541,
0.023761626332998276,
0.010331733152270317,
-0.006032918114215136,
0.023121116682887077,
-0.007271836511790752,
0.004288246389478445,
-0.00047985423589125276,
0.006502034142613411,
0.001230939757078886,
-0.004305938724428415,
0.018503978848457336,
0.01957383193075657,
0.009219222702085972,
-0.010253765620291233,
-0.000468366255518049,
-0.00959319993853569,
-0.010060003027319908,
0.014838596805930138,
0.0032794289290905,
-0.012424572370946407,
0.00006722698890371248,
0.007794354576617479,
-0.010909946635365486,
-0.017701491713523865,
0.009363902732729912,
-0.003894250141456723,
0.012014620006084442,
-0.004600700922310352,
-0.005531096365302801,
0.017219725996255875,
-0.001115185092203319,
0.005119051784276962,
-0.009656175039708614,
0.004152357112616301,
-0.0003851427754852921,
-0.011633658781647682,
-0.01972680538892746,
0.023544754832983017,
0.0063295853324234486,
-0.011962642893195152,
0.030040889978408813,
-0.014710715971887112,
0.02312980219721794,
0.001646304619498551,
0.006605155300348997,
0.0038742288015782833,
0.007855675183236599,
0.004497725982218981,
0.03023381158709526,
-0.0018393236678093672,
0.007199038751423359,
-0.0136762335896492,
0.00002344545464438852,
-0.003762482199817896,
-0.0063164387829601765,
0.014472589828073978,
0.003994307480752468,
-0.006247920449823141,
-0.0014896694337949157,
0.0066588269546628,
0.004430182743817568,
-0.01579190418124199,
0.06748134642839432,
0.0020876408088952303,
0.023778777569532394,
-0.014138858765363693,
-0.000298109749564901,
0.0076455590315163136,
-0.0034299560356885195,
0.018467465415596962,
-0.005525522865355015,
0.0027476593386381865,
-0.010667653754353523,
-0.003348683239892125,
0.011326106265187263,
0.017901303246617317,
-0.01674795150756836,
0.0042403629049658775,
0.0033661294728517532,
0.012608792632818222,
0.007217339240014553,
0.006701701320707798,
-0.011092929169535637,
0.01423234585672617,
-0.01785808801651001,
0.02159448340535164,
-0.0078756557777524,
-0.0112833920866251,
0.0072305393405258656,
0.011097103357315063,
0.003506671404466033,
-0.023455243557691574,
0.011067208833992481,
0.018828608095645905,
-0.04279303178191185,
0.0061897169798612595,
-0.005797583609819412,
-0.011869885958731174,
0.007301623933017254,
0.010143790394067764,
0.014685827307403088,
0.00767607893794775,
-0.01076909527182579,
-0.002623611129820347,
0.004290082957595587,
0.0030788183212280273,
0.01357197854667902,
0.00921942014247179,
-0.008209423162043095,
-0.009817858226597309,
0.010391337797045708,
0.007823038846254349,
-0.006139275152236223,
0.007999151013791561,
-0.009346584789454937,
-0.008718593046069145,
-0.0003829124034382403,
0.03884643688797951,
0.024097198620438576,
0.008185377344489098,
-0.003166415961459279,
0.0067437924444675446,
-0.004492488224059343,
-0.010804223828017712,
-0.018625469878315926,
0.021506603807210922,
-0.010233248583972454,
0.0016251193592324853,
-0.012729236856102943,
0.017940230667591095,
-0.002109457040205598,
0.01558349933475256,
-0.013738560490310192,
0.001743940869346261,
0.011302191764116287,
0.0013116623740643263,
0.0038200742565095425,
-0.006525838747620583,
0.003994702827185392,
0.00038600031984969974,
-0.00032901763916015625,
0.021889081224799156,
0.016349291428923607,
0.003968521952629089,
0.00009494250843999907,
0.007342471741139889,
-0.004704213235527277,
-0.02693963050842285,
0.0008162250160239637,
-0.0185133907943964,
0.018036717548966408,
-0.004081809427589178,
-0.008153432048857212,
0.004083977546542883,
-0.008859211578965187,
-0.010004652664065361,
-0.08144751191139221,
-0.005403857212513685,
0.005258146673440933,
0.016625739634037018,
0.010529055260121822,
-0.033187635242938995,
-0.00007488330447813496,
0.00734326196834445,
-0.021136106923222542,
0.0022852083202451468,
0.00016349650104530156,
0.016418909654021263,
-0.016864363104104996,
0.019727515056729317,
0.01131067518144846,
-0.007105561904609203,
0.004726249724626541,
0.0013000582111999393,
0.0007465190137736499,
-0.02466900646686554,
-0.01306464895606041,
-0.006867955904453993,
-0.011029227636754513,
0.021009668707847595,
0.026005303487181664,
0.01447570975869894,
0.01527587603777647,
0.0066116866655647755,
0.005651860032230616,
0.007420610170811415,
0.0023520649410784245,
-0.008488177321851254,
0.0042723678052425385,
-0.027833959087729454,
-0.01171273272484541,
-0.005580415483564138,
0.003427552292123437,
-0.015909533947706223,
-0.022087667137384415,
-0.0008605667389929295,
0.025290904566645622,
0.008728708140552044,
0.001976344268769026,
0.012215662747621536,
-0.0052335746586322784,
0.00510420510545373,
0.01567271538078785,
-0.020405367016792297,
0.012022512964904308,
0.012227117083966732,
0.019936716184020042,
-0.002389385597780347,
-0.009512665681540966,
0.00676129013299942,
-0.002043730579316616,
0.0031118185725063086,
-0.017920073121786118,
0.00893049594014883,
-0.013111063279211521,
-0.007385417819023132,
-0.016779126599431038,
-0.021428031846880913,
-0.008407502435147762,
0.015503181144595146,
0.000961357553023845,
0.003582544857636094,
0.011648296378552914,
0.0019277720712125301,
-0.0076025244779884815,
0.003065501805394888,
0.03317338600754738,
-0.004901562817394733,
-0.010224963538348675,
-0.0002817765634972602,
0.031374577432870865,
-0.01129645574837923,
-0.010989141650497913,
-0.006803042255342007,
0.0073714652098715305,
0.007064708508551121,
-0.0035718970466405153,
0.011713783256709576,
-0.011953183449804783,
-0.006429006345570087,
-0.009914500638842583,
0.001756661687977612,
0.0065324255265295506,
-0.017787400633096695,
0.008358939550817013,
-0.012129493989050388,
0.01703108847141266,
0.009156749583780766,
0.011054284870624542,
0.006534794345498085,
-0.005255810916423798,
0.0014481480466201901,
0.015573755837976933,
0.00861700251698494,
0.00810247752815485,
0.008911201730370522,
0.00856210570782423,
-0.0028409073129296303,
0.0020405559334903955,
-0.014025040902197361,
-0.007708503864705563,
0.00808967836201191,
-0.025275882333517075,
-0.017206810414791107,
-0.00774671696126461,
-0.004162510856986046,
-0.0178978331387043,
-0.007713665720075369,
-0.008534508757293224,
0.026325199753046036,
0.005985254887491465,
-0.0007298457203432918,
-0.003857335774227977,
0.018295474350452423,
0.07275614887475967,
-0.0022789768408983946,
0.002863992238417268,
-0.006861664354801178,
-0.013502183370292187,
-0.004592092242091894,
-0.0347035750746727,
0.003360237693414092,
-0.015350211411714554,
-0.018855825066566467,
0.01020568422973156,
0.021569442003965378,
-0.014843927696347237,
0.00713488319888711,
-0.016307638958096504,
-0.011941017583012581,
0.01167088933289051,
0.001955235144123435,
-0.0070877717807888985,
0.006195455323904753,
-0.02071181870996952,
-0.002969095716252923,
-0.004469253122806549,
-0.016826206818223,
-0.018809599801898003,
-0.02391853556036949,
-0.0023227089550346136,
-0.01583292707800865,
0.006979282014071941,
0.00524667464196682,
0.005974715109914541,
-0.00482403626665473,
-0.004158735740929842,
-0.009244917891919613,
0.020734481513500214,
0.024803679436445236,
0.022912878543138504,
-0.006312163081020117,
-0.005019054748117924,
0.023068251088261604,
0.01199575886130333,
-0.01403710525482893,
-0.008599855937063694,
0.018529541790485382,
0.021854380145668983,
-0.023734677582979202,
-0.027359655126929283,
-0.004829684272408485,
-0.01600009948015213,
0.0008122132858261466,
-0.01403442770242691,
0.014245379716157913,
0.011808079667389393,
0.016318505629897118,
0.009783218614757061,
0.001291553140617907,
-0.026999574154615402,
-0.01590557210147381,
0.02060776576399803,
0.00018593444838188589,
-0.003253684611991048,
-0.03412560001015663,
-0.0012500452576205134,
-0.025545325130224228,
0.0037186904810369015,
-0.020933860912919044,
0.023589449003338814,
-0.01821897178888321,
-0.01061966735869646,
0.0033025986049324274,
-0.01794198341667652,
0.0029979930259287357,
-0.008100021630525589,
0.004684582352638245,
0.0001229166373377666,
-0.013959328643977642,
0.006073359400033951,
-0.03686424344778061,
0.0020143839064985514,
-0.0015221901703625917,
-0.0024675028398633003,
0.022087082266807556,
-0.020988762378692627,
-0.013809558004140854,
-0.009113222360610962,
-0.006429193541407585,
-0.03148188069462776,
-0.0750165730714798,
-0.026027590036392212,
0.001169470720924437,
-0.007179629523307085,
-0.0020974590443074703,
0.012695206329226494,
0.007056348491460085,
-0.019681386649608612,
0.023278772830963135,
-0.00852794386446476,
0.0008719384204596281,
-0.016155783087015152,
-0.011921224184334278,
-0.008467237465083599,
0.006600025575608015,
0.0009552580304443836,
-0.003087787190452218,
-0.005127251613885164,
-0.0011171216610819101,
-0.0012812038185074925,
0.016399262472987175,
0.005810653790831566,
-0.008304483257234097,
-0.002179820090532303,
0.004120479803532362,
-0.08180379122495651,
-0.02939542941749096,
0.002655461197718978,
-0.0026868912391364574,
-0.005755349062383175,
-0.024056067690253258,
0.025714222341775894,
-0.01509762741625309,
-0.003857748117297888,
-0.010405219160020351,
-0.012309079989790916,
-0.02087465673685074,
0.002529721474274993,
-0.0028201425448060036,
0.004036945290863514,
-0.0006276745698414743,
0.011690913699567318,
-0.006177774164825678,
0.010323316790163517,
-0.022514289245009422,
-0.0019262019777670503,
0.003310234285891056,
-0.01143499556928873,
0.012551791034638882,
-0.008306008763611317,
-0.0035201548598706722,
-0.01708289422094822,
0.0067255496978759766,
-0.00013019480684306473,
-0.02331395260989666,
0.004480176605284214,
0.0024690923746675253,
-0.006172697991132736,
-0.03463231027126312,
-0.02850942499935627,
-0.010107186622917652,
0.011882669292390347,
0.004434080328792334,
-0.013414709828794003,
-0.007138037122786045,
-0.00933208130300045,
-0.020067743957042694,
0.0019801324233412743,
0.009734091348946095,
0.0018580814357846975,
-0.013921611942350864,
0.002398007083684206,
-0.006944029591977596,
0.007430461701005697,
0.01939917914569378,
0.011608809232711792,
-0.01950983703136444,
-0.0047767856158316135,
-0.006115837953984737,
-0.011833777651190758,
0.005227998830378056,
-0.004386698827147484,
0.006941279862076044,
0.01499470230191946,
0.000520843081176281,
-0.009105044417083263,
0.005095125641673803,
-0.003417036961764097,
0.07257009297609329,
-0.03411852568387985,
0.013718757778406143,
0.00789618119597435,
-0.009309329092502594,
0.0004042937362100929,
-0.008162914775311947,
-0.012508667074143887,
0.00481838546693325,
-0.021847883239388466,
0.025107357650995255,
-0.002698347670957446,
0.013723532669246197,
0.007568574510514736,
-0.0023648953065276146,
-0.011446783319115639,
0.0036119709257036448,
0.00834464281797409,
0.027813347056508064,
-0.010662633925676346,
-0.013667027465999126,
-0.009551682509481907,
-0.03214188292622566,
0.012851851992309093,
-0.010760038159787655,
0.0013337840791791677,
-0.010455812327563763,
-0.011664418503642082,
-0.018613919615745544,
-0.01610664650797844,
-0.013307997025549412,
0.007745291572064161,
-0.00007518596976296976,
0.0001993993209907785,
0.038861773908138275,
0.008296022191643715,
0.0025319806300103664,
-0.00027809699531644583,
-0.0029584388248622417,
0.030568383634090424,
-0.009469744749367237,
0.012063917703926563,
-0.0019434465793892741,
-0.02704252488911152,
0.020406659692525864,
0.03201007470488548,
0.015893911942839622,
-0.0190871749073267,
-0.01296459510922432,
0.008002464659512043,
0.007732544094324112,
-0.00797676108777523,
0.009503127075731754,
-0.0011994498781859875,
0.005011777859181166,
-0.022893978282809258,
0.013119976967573166,
0.014988230541348457,
-0.004343785811215639,
-0.005558312404900789,
-0.016813848167657852,
-0.011622847057878971,
-0.005336734466254711,
-0.003965690732002258,
-0.013735317625105381,
0.009225164540112019,
0.0005288165993988514,
-0.01841375231742859,
0.01094325352460146,
0.01560566108673811,
-0.019682109355926514,
-0.004661641549319029,
0.002465725876390934,
0.00014160397404339164,
0.007304119877517223,
0.0018152380362153053,
0.013876503333449364,
-0.00625994149595499,
0.027355609461665154,
0.012951012700796127,
-0.0032388856634497643,
0.005333252716809511,
0.03593290597200394,
-0.0004713168309535831,
-0.004301496781408787,
-0.005584391765296459,
0.005461101420223713,
0.006781715899705887,
0.002091484609991312,
0.011118878610432148,
0.01178677100688219,
0.004185724537819624,
0.001226438325829804,
-0.011829215101897717,
0.003223371459171176,
0.0332157127559185,
-0.031128374859690666,
0.0055761439725756645,
-0.014728212729096413,
0.00919865258038044,
0.0118344621732831,
-0.008576574735343456,
0.01841306872665882,
0.007698038127273321,
-0.013720076531171799,
0.003497794736176729,
-0.01960422284901142,
0.013896211050450802,
0.009662555530667305,
-0.02806646004319191,
-0.002270653611049056,
-0.01664130389690399,
-0.02647147700190544,
-0.0023070669267326593,
-0.0025736093521118164,
0.017555445432662964,
-0.0025433457922190428,
0.013574749231338501,
-0.0023568470496684313,
-0.005256015341728926,
-0.008469371125102043,
0.014422941952943802,
-0.012460839003324509,
0.030103009194135666,
0.011351569555699825,
-0.03157338127493858,
-0.005975300911813974,
0.022437525913119316,
-0.018629740923643112,
-0.013406896963715553,
0.01390837598592043,
0.0012049797223880887,
-0.00807990413159132,
0.013068138621747494,
0.020490923896431923,
0.008299608714878559,
0.017477307468652725,
-0.02104095183312893,
0.0003623765369411558,
-0.015982553362846375,
0.03217599168419838,
-0.008204910904169083,
0.003690779907628894,
-0.016324661672115326,
0.005528218112885952,
-0.03430014103651047,
0.014208391308784485,
0.00856727734208107,
0.013743685558438301,
-0.0014895950444042683,
-0.0009224802488461137,
-0.00006311811739578843,
0.0029858164489269257,
-0.0068540628999471664,
-0.02115453965961933,
0.007481692358851433,
-0.005362261552363634,
0.015511063858866692,
-0.007956940680742264,
0.00978116411715746,
-0.011817960068583488,
0.000903934589587152,
-0.013567547313869,
0.01012540515512228,
-0.031553715467453,
0.021702652797102928,
-0.003921077586710453,
0.020248008891940117,
-0.004314218182116747,
-0.0036395550705492496,
0.0002721753262449056,
0.006906385067850351,
0.006752661429345608,
0.01731150783598423,
-0.010930752381682396,
-0.011318697594106197,
0.015330906957387924,
0.021100152283906937,
-0.021424340084195137,
0.005028774496167898,
0.016569949686527252,
-0.02262323722243309,
-0.00173395115416497,
-0.006423545069992542,
-0.008111885748803616,
-0.0028582916129380465,
-0.002701662015169859,
-0.016439225524663925,
-0.004025870934128761,
0.009592469781637192,
0.0012340584071353078,
-0.014443114399909973,
-0.020380955189466476,
0.009147053584456444,
0.020917924121022224,
-0.009913895279169083,
0.003749143099412322,
-0.01596747897565365,
-0.007033374160528183,
-0.017879825085401535,
-0.003216538345441222,
0.001737921149469912
] | [
0.08466941118240356,
0.06495582312345505,
0.05774105340242386,
0.14008015394210815,
0.08972204476594925,
0.34829166531562805,
0.04543927684426308,
-0.43582889437675476,
-0.23249177634716034,
-0.5858060121536255,
-0.03284039348363876,
0.42753419280052185,
-0.06622720509767532,
0.48371168971061707,
0.035042572766542435,
0.5512481927871704,
0.15952421724796295,
-0.07646366953849792,
-0.00630643917247653,
-0.5436339378356934,
-0.16083166003227234,
-0.3450937569141388,
0.0950324684381485,
0.01253469754010439,
-0.2503781020641327,
0.3479865491390228,
0.368425577878952,
0.5566623210906982,
-0.17585115134716034,
-0.22536705434322357,
0.18713566660881042,
0.3400793671607971,
-0.28535425662994385,
-0.44103386998176575,
0.0807436853647232,
0.18505343794822693,
-0.0031329181510955095,
-0.1501365453004837,
-0.27679523825645447,
-0.6401253938674927,
0.4025549590587616,
0.22885452210903168,
-0.16180777549743652,
0.41844886541366577,
-0.511064350605011,
-0.7468512654304504,
-1.773438572883606,
0.013473119586706161,
-0.5887497663497925,
-0.11104131489992142,
-0.5011662244796753,
0.7292869687080383,
0.6754080057144165,
-0.1296960711479187,
-0.16478829085826874,
0.38004711270332336,
-0.27663519978523254,
-0.430181622505188,
0.4118870794773102,
-0.14101476967334747,
-0.07679815590381622,
-0.398258775472641,
0.28621697425842285,
-0.21717512607574463,
-0.08983834087848663,
0.1706341654062271,
0.2510886788368225,
-0.5575957298278809,
-0.4287722706794739,
0.19442543387413025,
0.3179137706756592,
-0.23987260460853577,
-0.44343793392181396,
0.14095868170261383,
-0.5356760621070862,
0.06344715505838394,
-0.15928348898887634,
-0.11234501004219055,
0.29796865582466125,
0.09216111153364182,
-0.087398461997509,
-0.10191091895103455,
0.2709341049194336,
-0.4249519109725952,
0.6912438273429871,
0.4563218951225281,
-0.35920482873916626,
0.5766284465789795,
-1.0163096189498901,
0.3131161034107208,
-0.22334405779838562,
-0.4323347806930542,
-0.09795702248811722,
0.6090545058250427,
0.581666111946106,
0.3866528570652008,
0.13897566497325897,
-0.03886665776371956,
0.5458438992500305,
0.46291905641555786,
0.27882564067840576,
-0.2616906464099884,
0.4048503041267395,
-0.3206060528755188,
-0.14180128276348114,
-0.6292368173599243,
-0.7771446108818054,
-0.7323546409606934,
-0.595718264579773,
0.13925695419311523,
-0.5276626944541931,
0.5514269471168518,
-0.04341166839003563,
-0.2676751911640167,
-0.018656019121408463,
0.026060249656438828,
0.3479219675064087,
0.21159763634204865,
-0.32367488741874695,
0.5664528012275696,
-0.20682170987129211,
1.3102322816848755,
0.10821572691202164,
0.41164687275886536,
0.000316350458888337,
0.1354118287563324,
0.31927070021629333,
0.6391406059265137,
-0.3696806728839874,
0.10199737548828125,
0.12759976089000702,
0.6124795079231262,
0.04297462850809097,
0.05147754028439522,
-0.04045366868376732,
-0.44340768456459045,
-0.03221298009157181,
-0.010774362832307816,
-0.05008336529135704,
0.11945606768131256,
-0.2194133996963501,
-0.787617027759552,
0.25678032636642456,
0.21269237995147705,
0.28082892298698425,
0.01691603474318981,
0.04770386964082718,
-0.08481119573116302,
-0.21556074917316437,
0.3155600130558014,
-0.1266525387763977,
0.20660099387168884,
-0.8178267478942871,
-0.11392412334680557,
-0.0937795341014862,
0.7954291701316833,
-0.15165969729423523,
-0.05682262033224106,
-0.15831944346427917,
0.2204476296901703,
0.1356712281703949,
0.3297221064567566,
-0.4604770541191101,
-0.13679689168930054,
-0.08520693331956863,
-0.5649855732917786,
0.18539392948150635,
0.33148831129074097,
0.05875864997506142,
-0.01537472102791071,
0.08359221369028091,
-0.03018355369567871,
-0.20370760560035706,
-0.3705074191093445,
-0.21345211565494537,
0.11599744856357574,
0.17419806122779846,
0.11339252442121506,
0.19825205206871033,
0.16718906164169312,
-0.7021583318710327,
-0.10283620655536652,
0.16776126623153687,
-0.4172007739543915,
0.04394524171948433,
0.4547290802001953,
0.3862284719944,
-0.22787141799926758,
-0.08865426480770111,
-0.025454076007008553,
0.01731054112315178,
0.0025798219721764326,
0.29253795742988586,
-1.2214564085006714,
1.3012628555297852,
0.019583696499466896,
-0.13391901552677155,
1.2439910173416138,
-0.14656740427017212,
0.3134356439113617,
0.14385846257209778,
0.041427019983530045,
-0.021787354722619057,
0.03688531741499901,
0.02363566681742668,
-0.15225271880626678,
0.09714556485414505,
0.2214963287115097,
-0.7706806063652039,
0.12594261765480042,
0.337788850069046,
-0.3285081088542938,
-0.14977996051311493,
-0.2173929214477539,
0.09269217401742935,
0.25188398361206055,
0.027469633147120476,
0.485527366399765,
-0.4195287227630615,
0.2789004147052765,
1.3347361087799072,
-0.3965243697166443,
0.34095293283462524,
0.6132166981697083,
-0.030150773003697395,
0.4853062033653259,
0.5088831186294556,
0.4033600687980652,
0.8310677409172058,
-0.6010643839836121,
-0.1550752818584442,
-0.07052820175886154,
0.3959258198738098,
-0.46559324860572815,
0.03188687935471535,
0.1918572634458542,
0.19482655823230743,
-0.230106383562088,
0.21356792747974396,
0.05151475593447685,
-0.2540891468524933,
0.227202370762825,
-0.25265437364578247,
0.3319647014141083,
0.2963171899318695,
-0.4531424343585968,
-0.10502709448337555,
0.2356707751750946,
-0.5537258386611938,
-0.37169983983039856,
0.10863577574491501,
0.3933306038379669,
0.3923899829387665,
-0.5861864686012268,
0.01022330205887556,
-0.013500286266207695,
-0.038102149963378906,
-0.6885812878608704,
-0.019036827608942986,
0.2889077663421631,
0.019406702369451523,
-0.17068582773208618,
-0.011617843061685562,
-0.12327926605939865,
-0.026872800663113594,
-0.31688931584358215,
-0.573675811290741,
-0.5735245943069458,
0.5141853094100952,
0.2593831419944763,
0.12290796637535095,
-0.3540908098220825,
-0.06981678307056427,
0.23810718953609467,
0.18412184715270996,
-0.5792381167411804,
-0.19526280462741852,
0.21352934837341309,
-1.0068089962005615,
-0.764268696308136,
0.0015725118573755026,
0.6924747824668884,
0.20107953250408173,
-0.3593190610408783,
-0.5227267742156982,
-0.13574613630771637,
0.08824241906404495,
-0.338871031999588,
-0.3246731460094452,
-0.4482909142971039,
0.09683528542518616,
0.20493367314338684,
-0.4530389904975891,
-0.587844967842102,
0.25113773345947266,
0.8273681402206421,
-0.09645846486091614,
0.2898302674293518,
0.11534177511930466,
0.11550164222717285,
-0.04936105012893677,
0.4502241909503937,
-0.014748288318514824,
-0.12078165262937546,
0.021359767764806747,
-0.231561541557312,
-0.5444758534431458,
0.6319476962089539,
-6.0394415855407715,
-0.3371402323246002,
-0.6020295023918152,
0.09678130596876144,
-0.37222474813461304,
-0.1134619489312172,
0.9475430846214294,
0.020010165870189667,
0.336258202791214,
-0.19020318984985352,
0.13193969428539276,
0.26667726039886475,
-0.12736597657203674,
0.3966132700443268,
0.28844547271728516,
-0.019609620794653893,
0.34713006019592285,
0.019744638353586197,
0.42184966802597046,
0.46911534667015076,
-0.032336652278900146,
-0.26673954725265503,
-0.15260723233222961,
0.18206892907619476,
0.09801321476697922,
-0.00809691846370697,
-0.895908534526825,
0.22570282220840454,
-0.09721729904413223,
0.11877214163541794,
-0.27502819895744324,
-0.5593491196632385,
-0.3494238257408142,
-0.4044528603553772,
0.13254386186599731,
0.3931345045566559,
0.380262166261673,
-0.19964775443077087,
0.36588481068611145,
-0.27030786871910095,
0.6225377917289734,
0.5538622736930847,
-0.04693780094385147,
-0.11763649433851242,
0.3937614858150482,
-0.19172745943069458,
-0.2890228033065796,
0.21002964675426483,
-0.1734687238931656,
0.6325885653495789,
-0.235756978392601,
-0.10212181508541107,
0.5010980367660522,
-0.11411207169294357,
-0.07337777316570282,
-0.5731772184371948,
0.12258107960224152,
-0.09138774871826172,
-0.418303906917572,
0.48830217123031616,
0.17483486235141754,
-0.8530896902084351,
0.26263418793678284,
-0.9999293088912964,
-0.38263553380966187,
0.21496270596981049,
-0.6174433827400208,
-0.38764381408691406,
-0.10890312492847443,
-0.10720711946487427,
-0.5115339756011963,
0.31391236186027527,
0.21203042566776276,
-0.38677048683166504,
0.5130243301391602,
-0.4122844934463501,
0.43268704414367676,
-0.019236503168940544,
-0.036033082753419876,
0.09639684110879898,
-0.0914410948753357,
-0.5493649244308472,
0.13652709126472473,
-0.0382019467651844,
0.35885757207870483,
-0.35979682207107544,
-0.12389276176691055,
-0.3249833583831787,
-0.4606991112232208,
0.04325317218899727,
0.3196365237236023,
-0.5755355954170227,
0.32219433784484863,
0.734732449054718,
0.5641171336174011,
0.6935054063796997,
0.3373646140098572,
0.015748564153909683,
0.3710084557533264,
-0.22786612808704376,
0.6892359852790833,
0.17610889673233032,
-0.26316800713539124,
-0.5129432678222656,
0.41148141026496887,
0.15730643272399902,
-0.18491682410240173,
0.041911058127880096,
0.10688849538564682,
-0.3802197277545929,
-0.28417086601257324,
-0.26309388875961304,
-0.29890841245651245,
0.05762123689055443,
0.4882854223251343,
0.0963718369603157,
-0.15393313765525818,
-0.1421162486076355,
0.08813554048538208,
0.01613842137157917,
0.2016071379184723,
0.04188067466020584,
0.27463987469673157,
0.703125536441803,
0.09447788447141647,
-0.5438772439956665,
0.0032175949309021235,
0.6513643264770508,
-0.5288779735565186,
-0.33338648080825806,
0.2812202274799347,
0.15233772993087769,
-0.28208163380622864,
0.3471795618534088,
0.4190220832824707,
-0.3593834340572357,
-0.16032928228378296,
-0.01922641694545746,
-0.059121668338775635,
-0.5525695085525513,
0.6274252533912659,
-0.07343645393848419,
-0.23995278775691986,
0.09948071092367172,
-0.07967328280210495,
-0.12535494565963745,
-0.14014366269111633,
0.15711160004138947,
-0.4328346252441406,
0.28371378779411316,
-0.1876293569803238,
-0.7513981461524963,
0.15625745058059692,
-0.1951250433921814,
0.0028352991212159395,
0.16116417944431305,
0.4578443467617035,
0.21766379475593567,
0.6840450763702393,
-0.3204316794872284,
0.4304906725883484,
0.3624093532562256,
-0.9390889406204224,
0.22756238281726837,
0.3330844044685364,
0.3697822391986847,
-0.5835492014884949,
0.4339681565761566,
-0.18495339155197144,
0.28203892707824707,
-0.07493875920772552,
-0.5425599217414856,
-0.16863350570201874,
-0.5482050776481628,
0.021052751690149307,
-0.05749267339706421,
-0.028211599215865135,
0.04986755549907684,
0.11143936961889267,
0.23863284289836884,
0.11865384131669998,
-0.34425830841064453,
-0.29929763078689575,
0.7116521596908569,
0.8197422027587891,
0.24270372092723846,
-0.09964025020599365,
-0.1910996288061142,
-0.3759854733943939,
-0.2620680630207062,
0.41822928190231323,
0.34661948680877686,
0.4942541718482971,
-0.003467387752607465,
-0.3629818856716156,
-0.4638517200946808,
0.26002728939056396,
-0.20991459488868713,
-0.3070569336414337,
-0.33942848443984985,
-0.09268064051866531,
0.623748242855072,
-0.2813163697719574,
0.3135751485824585,
0.5324712991714478,
-0.40791118144989014,
0.12873052060604095,
0.11419898271560669,
0.0620206855237484,
-0.13550013303756714,
-0.41186654567718506,
-0.3905475437641144,
-0.20447534322738647,
0.06478394567966461,
0.04441327601671219,
-0.15619146823883057,
0.48859667778015137,
-0.16664448380470276,
-0.48956525325775146,
0.5665497183799744,
0.26027631759643555,
-0.7584089636802673,
-0.0014512762427330017,
-0.41257819533348083,
-0.14379392564296722,
-0.00044022308429703116,
0.5944864749908447,
-0.16516521573066711,
-0.2578903138637543,
0.24165742099285126,
-0.3495212197303772,
-0.15608011186122894,
0.10859167575836182,
0.29119330644607544,
-0.40882793068885803,
-0.15138886868953705,
-0.30686455965042114,
0.29283007979393005,
-0.09130251407623291,
-0.09792651981115341,
0.007658325135707855,
0.7579218745231628,
-0.032311756163835526,
-0.05115070939064026,
-0.4363254904747009,
-0.06447040289640427,
0.19466103613376617,
-0.38158825039863586,
-0.5937746167182922,
-0.24563276767730713,
-0.12073672562837601,
0.07107793539762497,
0.17386163771152496,
-0.16232618689537048,
0.7666059732437134,
0.22763490676879883,
-0.0993494763970375,
-0.6856628060340881,
-0.23068475723266602,
0.1557140350341797,
-0.1081032007932663,
-0.4808480739593506,
-0.4268566966056824,
-0.49601519107818604,
0.17169834673404694,
0.2226533740758896,
-0.29481977224349976,
-0.6374309062957764,
0.26650503277778625,
-0.45039209723472595,
-0.33631330728530884,
-0.11061792820692062,
-0.07719453424215317,
0.19282495975494385,
0.03086312673985958,
-0.03752243146300316,
0.05111761763691902,
0.07270589470863342,
-0.08122911304235458,
0.36857664585113525,
-0.020073112100362778,
-0.23848263919353485,
0.005873256828635931,
-0.19343681633472443,
0.3166234791278839,
-0.014714074321091175,
0.02661079168319702,
-0.1529417634010315,
0.7338542342185974,
-0.18879537284374237,
-0.4186873733997345,
0.22071200609207153,
-0.5169901251792908,
0.17812123894691467,
-0.05518026649951935,
0.042569298297166824,
0.48389577865600586,
0.31193265318870544,
-0.03516014665365219,
-0.042221296578645706,
0.21686705946922302,
0.8658665418624878,
0.38798943161964417,
-0.6564764380455017,
0.2644599378108978,
0.12019519507884979,
0.24239207804203033,
0.3418167233467102,
0.1946127563714981,
0.3398215174674988,
0.3806842863559723,
0.36160075664520264,
0.13930517435073853,
0.584126353263855,
-0.35547617077827454,
0.1686321198940277,
0.5423503518104553,
-0.13695797324180603,
0.6149970889091492,
-0.037186890840530396,
0.11884192377328873,
0.3497915267944336,
0.44508832693099976,
-0.16520574688911438,
-0.4995614290237427,
0.6980268955230713,
-0.2633834779262543,
0.4147036075592041,
-0.2500278353691101,
0.16242147982120514,
0.40855905413627625,
0.8922865390777588,
-0.17449219524860382,
0.027820751070976257,
0.1669822484254837,
0.03626879304647446,
0.2679719626903534,
-0.06518542766571045,
-0.23775123059749603,
0.11414632946252823,
0.2103273868560791,
0.25098249316215515,
-0.4851834774017334,
0.24578000605106354,
0.010646479204297066,
0.18475115299224854,
-0.0562979094684124,
0.4827696979045868,
-0.48835739493370056,
0.41725239157676697,
0.4400186836719513,
0.321541428565979,
0.0361233614385128,
-0.055165328085422516,
-0.1656210869550705,
-0.5261199474334717,
0.3588995635509491,
-0.36185938119888306,
-0.06012095883488655,
0.36405983567237854,
0.17108896374702454,
0.8181078433990479,
-0.118087537586689,
0.15254780650138855,
-0.5073630809783936,
-0.18752352893352509,
0.9110901951789856,
0.15986382961273193,
0.26615110039711,
-0.16166962683200836,
-0.27427974343299866,
0.18015697598457336,
-0.5917252898216248,
0.28103354573249817,
-0.3391372859477997,
-0.5797634720802307,
-0.162669837474823,
-0.19790416955947876,
-0.23768150806427002,
0.2765161991119385,
0.2557762563228607,
0.047689229249954224,
-0.4752391278743744,
-0.3779316842556,
0.25180238485336304,
-0.039483800530433655,
0.18586421012878418,
0.6557024717330933,
0.3832852244377136,
-0.0506335087120533,
0.046971846371889114,
-0.5574105381965637,
-0.39014747738838196,
0.17788179218769073,
-0.03340607509016991,
0.2139674723148346,
-0.5772420167922974,
1.0832668542861938,
0.3587281107902527,
0.10637044906616211,
0.20526933670043945,
-0.12445876747369766,
0.13845579326152802,
0.5048134922981262,
-0.2547832727432251,
-0.08369752019643784,
-0.6887361407279968,
-0.1826859563589096,
-0.8373122811317444,
-0.20091474056243896,
0.39730581641197205,
0.05136909708380699,
-0.2649553716182709,
-0.3740280866622925,
-0.1500401645898819,
0.21275538206100464,
0.019945770502090454,
-0.037227414548397064,
0.1289593130350113,
0.00589198712259531,
-0.28276482224464417,
-0.4285327196121216,
0.8852902054786682,
-0.20474448800086975,
0.06737770140171051,
-0.429217129945755,
0.08988695591688156,
0.1593746393918991,
-0.4529622793197632,
0.026569128036499023,
0.604218065738678,
-0.22333043813705444,
-0.111849844455719,
0.4445296823978424,
-0.5517945289611816,
-0.29798606038093567,
-0.10930078476667404,
0.25192806124687195,
0.49138519167900085,
-0.3774721920490265,
-0.406841516494751,
-0.030625533312559128,
-0.04119153320789337,
0.33696475625038147,
0.048686571419239044,
0.24509315192699432,
-0.2712458074092865,
-0.464527428150177,
-0.5185995101928711,
0.22214660048484802,
-0.13086068630218506,
0.09930699318647385,
-0.5208847522735596,
-0.134786918759346,
-0.6719270348548889,
0.11472268402576447,
-0.1320507824420929,
-0.7301023602485657,
-0.0990629643201828,
-0.2856523096561432
] |
In the last two years, there has been a surge of word embedding algorithms and research on them. However, evaluation has mostly been carried out on a narrow set of tasks, mainly word similarity/relatedness and word relation similarity and on a single language, namely English. We propose an approach to evaluate embeddings on a variety of languages that also yields insights into the structure of the embedding space by investigating how well word embeddings cluster along different syntactic features. We show that all embedding approaches behave similarly in this task, with dependency-based embeddings performing best. This effect is even more pronounced when generating low dimensional embed- | [
0.005434543360024691,
0.018733324483036995,
-0.007118490058928728,
0.02386619709432125,
0.004153280984610319,
-0.005395192187279463,
0.007482969202101231,
0.004713713191449642,
-0.010554015636444092,
0.005819294136017561,
0.0003446933114901185,
0.015006305649876595,
0.020429544150829315,
0.009550570510327816,
0.012700988911092281,
0.008171098306775093,
0.0008966910536400974,
0.002101898891851306,
0.003469986142590642,
0.020758142694830894,
0.0010780012235045433,
-0.006680855993181467,
0.007947390899062157,
-0.006042970344424248,
-0.01783352717757225,
0.016514338552951813,
0.008406790904700756,
0.0006554030114784837,
0.002504331525415182,
-0.008930356241762638,
0.012333526276051998,
0.0005910490290261805,
-0.010375810787081718,
-0.0028627109713852406,
0.01551120076328516,
-0.013269736431539059,
-0.0022594782058149576,
0.009606271050870419,
-0.004639865830540657,
-0.0025783721357584,
-0.0016825090860947967,
-0.0014031159225851297,
-0.005036554299294949,
0.007588334381580353,
-0.004827710334211588,
0.01768893003463745,
-0.0025497772730886936,
0.0067509617656469345,
0.008710321970283985,
0.005686357617378235,
-0.004568999633193016,
-0.005392498802393675,
-0.0010798441944643855,
0.02796125039458275,
-0.004925023764371872,
-0.017367590218782425,
0.016691559925675392,
0.004551347810775042,
-0.01563473418354988,
0.01779375597834587,
-0.029988210648298264,
0.03752809390425682,
0.02163662016391754,
0.002795990090817213,
-0.020868144929409027,
-0.06757029891014099,
-0.004646133631467819,
-0.022782128304243088,
-0.009436513297259808,
-0.007334608118981123,
-0.007819638587534428,
0.01185771357268095,
-0.016847526654601097,
0.03518596291542053,
0.00559347216039896,
0.01583586260676384,
0.0050150612369179726,
0.0037877806462347507,
0.009075179696083069,
-0.005899939686059952,
-0.02189643681049347,
0.02019232138991356,
0.008590862154960632,
0.010468799620866776,
-0.005938512273132801,
0.00001561851240694523,
-0.013701831921935081,
-0.000370291993021965,
-0.026715479791164398,
-0.00654198694974184,
-0.0226861834526062,
0.03013850376009941,
0.010595944710075855,
0.020015541464090347,
-0.02046515792608261,
0.01579740270972252,
-0.009970815852284431,
0.01650257408618927,
-0.018916361033916473,
0.008585946634411812,
-0.0076608178205788136,
0.008235804736614227,
0.023581326007843018,
-0.02036188915371895,
0.01892479509115219,
0.007404696196317673,
-0.005959983915090561,
0.009133023209869862,
-0.020258773118257523,
0.0028108907863497734,
0.012696921825408936,
-0.004293553531169891,
0.0014557188842445612,
0.008039847947657108,
0.004562536254525185,
-0.007502193562686443,
-0.007939905859529972,
0.011709311977028847,
0.0020489369053393602,
0.009314986877143383,
0.004726064391434193,
-0.009338055737316608,
0.000620261998847127,
-0.03806654363870621,
0.006065123714506626,
-0.014076706022024155,
-0.01741492561995983,
-0.01757461205124855,
-0.00046671670861542225,
-0.007106501143425703,
-0.008781223557889462,
-0.008938048034906387,
0.01667957566678524,
0.0018164715729653835,
0.025076622143387794,
0.0009344853460788727,
-0.030462972819805145,
0.005652148742228746,
0.0033592241816222668,
0.015664324164390564,
0.00482845539227128,
0.0077296835370361805,
0.002223449759185314,
0.01003982126712799,
-0.00875360518693924,
-0.007027459796518087,
-0.004914392717182636,
-0.0031727987807244062,
-0.014397169463336468,
-0.024441922083497047,
0.012914204970002174,
0.000767853925935924,
0.0011634964030236006,
-0.01083286665380001,
0.018037907779216766,
0.019955623894929886,
-0.008697794750332832,
-0.007645260076969862,
-0.005678705871105194,
-0.0177947748452425,
-0.022548096254467964,
-0.004540451802313328,
-0.005566764622926712,
0.006883189082145691,
0.011044531129300594,
0.012243753299117088,
0.008676297962665558,
-0.00498187355697155,
-0.0018657492473721504,
-0.0008056299993768334,
0.00029487095889635384,
-0.0019905301742255688,
0.023770496249198914,
0.011951824650168419,
-0.007706659380346537,
-0.01280194241553545,
0.014085236005485058,
0.0028302662540227175,
-0.016469862312078476,
0.06786450743675232,
-0.015140244737267494,
-0.009850281290709972,
-0.020367057994008064,
0.019856227561831474,
-0.006270154379308224,
-0.004475343972444534,
-0.010454146191477776,
-0.003731389995664358,
0.006693208124488592,
-0.014640679582953453,
-0.009066690690815449,
-0.032854508608579636,
0.00020252307876944542,
-0.02244943380355835,
0.02233361266553402,
0.002677028998732567,
-0.0038564226124435663,
-0.007455267012119293,
-0.027574028819799423,
-0.023122791200876236,
0.006403559353202581,
0.010259821079671383,
0.007065207697451115,
0.009445381350815296,
0.014240723103284836,
0.013830604031682014,
0.02417777292430401,
-0.015236575156450272,
-0.0021568285301327705,
0.005226806737482548,
0.010017497465014458,
-0.0155368996784091,
0.007019499316811562,
-0.017697684466838837,
0.006774522364139557,
0.016733311116695404,
-0.0040256911888718605,
0.01389492116868496,
0.0017195700202137232,
-0.015978071838617325,
0.0039000024553388357,
0.010921332985162735,
0.027847956866025925,
-0.021595265716314316,
0.039178259670734406,
0.006781918462365866,
-0.014956703409552574,
0.007027451880276203,
0.0026490422897040844,
-0.011245984584093094,
-0.003375713713467121,
-0.005375976674258709,
-0.0059662084095180035,
0.01541738398373127,
0.006764821242541075,
-0.012473790906369686,
0.005796506069600582,
-0.0018424500012770295,
0.0000379823031835258,
-0.0038922664243727922,
0.004153857938945293,
-0.016805142164230347,
-0.004171689040958881,
-0.00021021906286478043,
-0.017900630831718445,
-0.006131134927272797,
0.020671844482421875,
-0.0002249630051665008,
0.019016142934560776,
-0.024463802576065063,
0.0012578587047755718,
0.015173453837633133,
0.005151631310582161,
-0.005218829493969679,
-0.008884051814675331,
-0.001377222826704383,
-0.026961447671055794,
-0.01126139983534813,
0.02022351697087288,
-0.023455623537302017,
-0.006851690821349621,
0.0017846992705017328,
-0.010201739147305489,
0.011221643537282944,
-0.004968756809830666,
-0.012452336959540844,
0.0015340070240199566,
0.0015692142769694328,
-0.005623163189738989,
-0.00013541802763938904,
0.0009045666083693504,
-0.007746515795588493,
-0.0033327918499708176,
-0.08147010207176208,
-0.0033643636852502823,
0.005357458256185055,
0.018546124920248985,
0.011575200594961643,
-0.008222485892474651,
0.0019169286824762821,
0.0025597335770726204,
-0.01740126870572567,
0.0007430625846609473,
0.02335624396800995,
-0.014689311385154724,
-0.014256257563829422,
-0.035438716411590576,
-0.020183242857456207,
-0.0002550587523728609,
0.009413868188858032,
-0.014477036893367767,
-0.003367858938872814,
0.032448019832372665,
-0.010858988389372826,
0.01630961149930954,
0.028190307319164276,
0.0035571707412600517,
-0.010237816721200943,
0.014843212440609932,
-0.019136618822813034,
0.005495266057550907,
0.0018226439133286476,
0.000934189185500145,
0.008391369134187698,
-0.017956912517547607,
0.005023582838475704,
-0.02796831913292408,
-0.009690755046904087,
0.0017545106820762157,
0.01065137144178152,
-0.024952400475740433,
-0.008210476487874985,
0.01190260611474514,
0.01940014958381653,
0.0024412935599684715,
-0.0025956621393561363,
-0.003401225432753563,
0.011430957354605198,
0.0226800125092268,
0.015128188766539097,
0.01309867575764656,
0.01422891579568386,
0.012992698699235916,
0.04522355645895004,
-0.0074538299813866615,
-0.008803400211036205,
0.013933713547885418,
0.004719090647995472,
0.01635342463850975,
-0.006266703363507986,
-0.017579955980181694,
-0.008645039051771164,
0.007321460638195276,
-0.024187345057725906,
-0.018321193754673004,
-0.002500663511455059,
-0.0018347455188632011,
-0.001986894989386201,
0.002358227502554655,
0.015206525102257729,
0.007901374250650406,
-0.0030966605991125107,
-0.005320099648088217,
0.024343853816390038,
-0.021438008174300194,
0.00588071346282959,
-0.0011743103386834264,
0.00739293685182929,
-0.01708681881427765,
-0.013171058148145676,
0.0038274782709777355,
-0.0007417108863592148,
-0.00014638341963291168,
-0.002204432152211666,
0.004869075492024422,
-0.005878177937120199,
-0.012335849925875664,
-0.01859329827129841,
-0.020376548171043396,
-0.000299002043902874,
0.005758605897426605,
0.008142764680087566,
-0.00717485137283802,
-0.0032205733004957438,
-0.010823480784893036,
0.02876233495771885,
0.006650401279330254,
-0.006140810437500477,
-0.029397929087281227,
-0.005109893623739481,
0.0015904947649687529,
0.007201193831861019,
0.007615352049469948,
-0.01632033847272396,
-0.007439403794705868,
-0.009349912405014038,
-0.012884922325611115,
-0.003659655340015888,
0.004785998724400997,
-0.016500476747751236,
-0.023480471223592758,
-0.0008049695752561092,
-0.005385875701904297,
-0.013319858349859715,
-0.014564374461770058,
-0.009967444464564323,
0.00748459855094552,
0.0039800843223929405,
0.009650885127484798,
-0.009327453561127186,
0.000019153929315507412,
0.07325077801942825,
0.012772731482982635,
0.013829351402819157,
-0.014553547836840153,
-0.007510212250053883,
-0.010737838223576546,
0.005580621771514416,
0.012674115598201752,
0.018437884747982025,
0.0007889862172305584,
0.008661704137921333,
0.004824971780180931,
0.02185908332467079,
-0.006466365419328213,
0.002518302295356989,
-0.0066462429240345955,
-0.003826679429039359,
0.015252423472702503,
-0.024577809497714043,
0.003645127173513174,
0.01635008491575718,
0.005310628563165665,
0.004250475205481052,
0.011707620695233345,
0.003992154728621244,
-0.027626782655715942,
0.017180785536766052,
-0.015344008803367615,
0.00432417169213295,
0.0020206724293529987,
0.015066511929035187,
-0.0006705899722874165,
-0.0036512769293040037,
-0.004108578432351351,
0.024955973029136658,
0.011473549529910088,
0.020474452525377274,
-0.01379353553056717,
-0.013999877497553825,
-0.008845196105539799,
0.007472135126590729,
-0.008150853216648102,
-0.011264625936746597,
0.013124305754899979,
0.04556367173790932,
-0.01011619158089161,
0.01639566943049431,
-0.0019980394281446934,
-0.012040465138852596,
0.01748925819993019,
-0.00895492359995842,
0.02027170918881893,
0.005229232832789421,
-0.0038625169545412064,
0.002914722543209791,
0.0038387104868888855,
-0.008514149114489555,
-0.00021161464974284172,
-0.008372996933758259,
0.016981758177280426,
-0.028434665873646736,
-0.02888425812125206,
-0.015205096453428268,
-0.006589791737496853,
-0.019042596220970154,
-0.009390467777848244,
0.03376993536949158,
-0.005501848645508289,
0.020229347050189972,
-0.021712087094783783,
0.015051919035613537,
-0.007593074813485146,
0.00040953163988888264,
0.007153863087296486,
-0.008786704391241074,
-0.017460618168115616,
0.004088758956640959,
-0.007524092681705952,
-0.024374356493353844,
0.0074856337159872055,
0.00926395133137703,
0.020280856639146805,
-0.016001146286725998,
0.027578026056289673,
-0.0026152278296649456,
0.01734871417284012,
-0.009990991093218327,
-0.07499156892299652,
-0.005701971240341663,
0.00674485182389617,
-0.004213428590446711,
-0.008896362967789173,
0.034350328147411346,
-0.007872499525547028,
-0.016269993036985397,
-0.019318822771310806,
-0.003273711074143648,
0.012011954560875893,
0.015629757195711136,
-0.006689568515866995,
0.008465840481221676,
0.0053932443261146545,
0.0006808401085436344,
-0.01250638160854578,
-0.014914502389729023,
0.019392795860767365,
0.020059222355484962,
-0.007700164802372456,
0.005266112275421619,
0.008208055980503559,
0.000636909157037735,
-0.007661747746169567,
-0.08226123452186584,
-0.013751748949289322,
0.005838886369019747,
-0.010230891406536102,
-0.01922781392931938,
-0.0005219561280682683,
0.008142367005348206,
-0.006045523099601269,
0.015216524712741375,
-0.013794627971947193,
0.0055101169273257256,
-0.0032672660890966654,
-0.005654551088809967,
0.001540937926620245,
0.002248195931315422,
-0.0017832788871601224,
0.009023281745612621,
-0.0034709367901086807,
-0.0160319022834301,
-0.018822405487298965,
0.02197859436273575,
0.02206382155418396,
-0.007041705772280693,
0.02955232933163643,
-0.006237377412617207,
0.003296883311122656,
0.010706602595746517,
0.011558296158909798,
0.027260560542345047,
-0.005452726501971483,
0.01135205291211605,
0.0030283289961516857,
-0.010080757550895214,
-0.022443313151597977,
-0.012206971645355225,
0.001243342412635684,
-0.02102152444422245,
0.000848569325171411,
-0.017331095412373543,
-0.007882372476160526,
-0.00039083813317120075,
-0.011637316085398197,
-0.008764779195189476,
0.011203610338270664,
-0.015915101394057274,
-0.02310848794877529,
0.003548645181581378,
-0.008897478692233562,
0.005939267575740814,
0.020910650491714478,
0.0026746736839413643,
-0.005484308581799269,
0.0030902379658073187,
0.011723687872290611,
0.0203593447804451,
0.01288304291665554,
-0.0038547865115106106,
0.00804112572222948,
0.0075883809477090836,
0.010957563295960426,
-0.0023084545973688364,
0.030471835285425186,
-0.00818556360900402,
0.07311633229255676,
-0.008352043107151985,
0.014780154451727867,
0.005670065991580486,
0.0016993146855384111,
-0.002249410143122077,
0.007046690676361322,
0.01758400723338127,
-0.002978959586471319,
-0.022704701870679855,
-0.002728629857301712,
0.004862589295953512,
-0.010030015371739864,
0.0044237119145691395,
0.007715380284935236,
-0.036646969616413116,
0.011193162761628628,
-0.013153940439224243,
-0.003835881594568491,
-0.010881079360842705,
-0.01633649319410324,
0.006389014422893524,
-0.025803932920098305,
0.021507009863853455,
-0.004418356344103813,
-0.009481229819357395,
-0.000847008777782321,
0.00913441926240921,
-0.02783828414976597,
-0.00004762224853038788,
-0.008656693622469902,
0.01732623763382435,
-0.00008884764974936843,
-0.018738027662038803,
0.029111843556165695,
-0.016356145963072777,
0.00762708205729723,
0.0030426743905991316,
-0.01670188643038273,
-0.0033740149810910225,
0.000694028683938086,
-0.010984580032527447,
0.003477060701698065,
0.020152606070041656,
0.002515386091545224,
0.005723079666495323,
0.022183917462825775,
0.006476905196905136,
0.004730343818664551,
-0.006240335293114185,
-0.01235228031873703,
0.0006776857189834118,
-0.009253457188606262,
-0.014614550396800041,
0.011821704916656017,
0.011538388207554817,
-0.015584776178002357,
0.015626687556505203,
-0.0027201687917113304,
-0.006181419361382723,
-0.013109177350997925,
-0.004357890225946903,
-0.014426135458052158,
-0.004364009015262127,
0.008146078325808048,
-0.011655556038022041,
0.008036956191062927,
-0.013863211497664452,
-0.02546953782439232,
0.012205214239656925,
-0.017973922193050385,
-0.019549153745174408,
-0.0018293090397492051,
0.011248959228396416,
0.017053645104169846,
0.0006506004719994962,
-0.023418478667736053,
-0.0036342800594866276,
0.007230417802929878,
0.012677972204983234,
-0.007820161059498787,
-0.009921086952090263,
0.022850504145026207,
0.028679821640253067,
0.00369634130038321,
0.00559935113415122,
-0.016466187313199043,
0.00016568228602409363,
-0.0020745915826410055,
0.007551424205303192,
0.015896791592240334,
-0.003345829900354147,
0.000513764563947916,
-0.010563028044998646,
0.004579517990350723,
0.03204287588596344,
-0.0004989602603018284,
0.0016537935007363558,
-0.011638149619102478,
-0.007112239953130484,
0.02347060665488243,
0.013610497117042542,
0.015240121632814407,
0.025434724986553192,
0.00448946189135313,
-0.00366637553088367,
0.00391992274671793,
-0.01799859292805195,
0.007585577666759491,
0.007998283952474594,
-0.0028211940079927444,
-0.022848691791296005,
0.03104948066174984,
0.015027578920125961,
0.00688515417277813,
0.003907352685928345,
-0.008500616997480392,
-0.028590083122253418,
0.015115417540073395,
-0.005009151063859463,
-0.0351179838180542,
-0.014536821283400059,
0.020996876060962677,
0.00806814432144165,
-0.0073597365990281105,
-0.02087431773543358,
-0.007345297373831272,
0.022364703938364983,
-0.01194440945982933,
-0.0057485164143145084,
0.011227837763726711,
0.004708095919340849,
-0.000030387891456484795,
0.019928062334656715,
0.022911526262760162,
0.028757819905877113,
0.0041745915077626705,
-0.011924205347895622,
0.0076031871140003204,
-0.026870474219322205,
0.0013043673243373632,
-0.025033719837665558,
-0.0011737430468201637,
0.01785704866051674,
0.00774152809754014,
-0.002416229108348489,
0.018026623874902725,
-0.008064810186624527,
0.00337901315651834,
0.018959123641252518,
0.00037530576810240746,
0.017714470624923706,
0.014501343481242657,
0.0003712748293764889,
0.008418280631303787,
0.0057930853217840195,
-0.006732367444783449,
-0.0016231019981205463,
-0.004222312476485968,
0.0031868109945207834,
-0.024296099320054054,
-0.0046207779087126255,
-0.023425191640853882,
-0.013548744842410088,
0.029666230082511902,
0.015379192307591438,
-4.2049214243888855e-7,
0.02723792940378189,
-0.005174737423658371,
-0.004478507675230503,
-0.0036594965495169163,
-0.030447587370872498,
-0.008596445433795452,
0.014200706034898758,
-0.006977015640586615,
-0.014446152374148369,
0.003592750057578087,
0.0208032988011837,
-0.004776923917233944,
0.007256363518536091,
0.009651334956288338,
0.010640386492013931,
-0.004179493524134159,
-0.006970472168177366,
0.0014630358200520277,
-0.02544296905398369,
-0.0036738873459398746,
-0.008959328755736351,
0.0033583950717002153,
0.0032886879052966833,
0.0038208712358027697,
0.001903492258861661,
-0.02692483179271221,
0.013164912350475788,
-0.012662958353757858,
-0.0001360255409963429,
-0.006647758651524782,
-0.012277478352189064,
0.012573974207043648,
0.02311268448829651,
-0.004657275974750519,
-0.007095158565789461
] | [
0.1216842532157898,
0.09485334157943726,
-0.06623047590255737,
-0.01541803777217865,
-0.25936752557754517,
0.19596588611602783,
0.2676315903663635,
0.014679726213216782,
-0.002733591478317976,
-1.0379000902175903,
-0.43782076239585876,
0.43452581763267517,
0.057437263429164886,
0.06134430691599846,
0.39623746275901794,
0.457323282957077,
0.5087890625,
0.3624383807182312,
-0.31901878118515015,
-0.4655814468860626,
-0.34075605869293213,
0.13019344210624695,
0.10520980507135391,
-0.11955074220895767,
0.42230668663978577,
-0.11108645796775818,
0.43468236923217773,
0.26354750990867615,
-0.02184864692389965,
-0.5052422285079956,
0.3495596647262573,
0.7961550354957581,
-0.1901971846818924,
-0.10914771258831024,
-0.0952029600739479,
-0.5061022043228149,
0.053523071110248566,
-0.18507099151611328,
0.17749302089214325,
-0.44084176421165466,
0.1114077940583229,
0.1432371884584427,
-0.09766491502523422,
0.09339508414268494,
-0.46611377596855164,
-0.5481978058815002,
-2.0029489994049072,
0.11075889319181442,
-0.1828031986951828,
0.10262804478406906,
-0.24563157558441162,
0.17267875373363495,
0.49078598618507385,
0.10390689224004745,
-0.13594183325767517,
0.45736342668533325,
-0.42782530188560486,
-0.37519824504852295,
0.7155439853668213,
-0.08446915447711945,
-0.07986363768577576,
-0.024852227419614792,
-0.16021500527858734,
0.24872885644435883,
0.08388080447912216,
0.5127940773963928,
-0.08925087749958038,
-0.5037668943405151,
-0.6811726093292236,
-0.05258024483919144,
0.06666376441717148,
-0.33650529384613037,
-0.04197826236486435,
0.18777114152908325,
-0.1422288864850998,
0.2584455907344818,
-0.1444620043039322,
-0.13508537411689758,
0.09412697702646255,
-0.23053152859210968,
-0.5171500444412231,
0.18526658415794373,
0.2095443606376648,
-0.5609009265899658,
0.7438961267471313,
0.2633662223815918,
-0.34437859058380127,
0.698431670665741,
-0.972470223903656,
0.5643953680992126,
0.5014537572860718,
-0.6658818125724792,
0.04293416440486908,
0.535816490650177,
0.6918430328369141,
0.24606716632843018,
0.17729675769805908,
-0.018489083275198936,
0.21011488139629364,
0.4351342022418976,
-0.24651090800762177,
-0.218052476644516,
0.32470399141311646,
-0.030944015830755234,
-0.7680525779724121,
-0.29065367579460144,
-0.7635663151741028,
-0.35603654384613037,
-0.12970583140850067,
0.09905266016721725,
-0.46452319622039795,
0.1966332346200943,
0.27523553371429443,
0.008949892595410347,
-0.37542495131492615,
-0.23339621722698212,
0.2602088451385498,
0.5564661622047424,
-0.4331250786781311,
0.39690881967544556,
-0.11459699273109436,
1.0532729625701904,
0.602733314037323,
0.28582143783569336,
-0.08501649647951126,
-0.09993341565132141,
0.27659276127815247,
0.4550881087779999,
-0.7731409668922424,
-0.11051975190639496,
0.32066112756729126,
0.7390442490577698,
0.05226439982652664,
0.29059159755706787,
-0.4406472444534302,
-0.052440345287323,
-0.1080673336982727,
0.1196555644273758,
0.04149401932954788,
0.3416312634944916,
-0.44246599078178406,
-0.3306185007095337,
-0.19620268046855927,
0.13001954555511475,
0.3872621953487396,
-0.37625765800476074,
-0.49564847350120544,
0.2022118717432022,
-0.45455411076545715,
0.3665573298931122,
-0.04213569685816765,
0.18012700974941254,
-0.6791673302650452,
0.1244681179523468,
-0.21916550397872925,
0.6906902194023132,
-0.11416618525981903,
-0.08259665966033936,
0.09372573345899582,
0.17950646579265594,
-0.328274667263031,
0.2127891182899475,
-0.598058819770813,
-0.05478720739483833,
0.05332159250974655,
-0.452700138092041,
-0.2270476371049881,
0.6522464156150818,
-0.10156651586294174,
0.4746984541416168,
0.29623132944107056,
0.17998400330543518,
0.3049686849117279,
-0.6239809989929199,
-0.5183882713317871,
-0.014593158848583698,
0.1429280936717987,
0.05611887946724892,
0.32441940903663635,
0.30109208822250366,
-0.6883669495582581,
0.024640198796987534,
0.456501305103302,
-0.21485790610313416,
0.04110192880034447,
0.5443161725997925,
0.20894519984722137,
-0.2583666145801544,
-0.42256301641464233,
-0.1995253711938858,
-0.320964515209198,
-0.5797364115715027,
0.2849102020263672,
-0.9443539977073669,
1.4514132738113403,
0.22275426983833313,
-0.17999885976314545,
1.2772088050842285,
0.1216702088713646,
0.26100507378578186,
-0.018354471772909164,
-0.42820531129837036,
0.20708483457565308,
0.16329161822795868,
-0.04654095321893692,
0.2599928081035614,
-0.051373522728681564,
-0.1183871403336525,
-0.7267652750015259,
0.03534334897994995,
0.47668102383613586,
0.07454274594783783,
0.2547565996646881,
-0.05073147267103195,
-0.13313603401184082,
-0.009877601638436317,
0.03820590674877167,
0.008524145931005478,
-0.09808588027954102,
-0.20493756234645844,
0.977503776550293,
-0.5193462371826172,
0.4134323000907898,
0.3655534088611603,
-0.31217601895332336,
0.2944355607032776,
0.044386714696884155,
0.627592146396637,
0.8861510753631592,
-0.6438503265380859,
-0.16463328897953033,
-0.06288153678178787,
0.7299155592918396,
-0.6903116106987,
-0.14710915088653564,
-0.1287253201007843,
0.07118935137987137,
-0.14609014987945557,
0.137705460190773,
0.17865826189517975,
-0.2304147183895111,
0.6042800545692444,
-0.4381362199783325,
0.24361124634742737,
0.21359175443649292,
-0.11304590106010437,
-0.14904583990573883,
0.026296010240912437,
-0.2369944006204605,
-0.05838029459118843,
0.5728476047515869,
0.15592554211616516,
0.01248362846672535,
-0.5191084742546082,
0.1974116712808609,
0.014689451083540916,
-0.15492495894432068,
-0.250986784696579,
-0.06288758665323257,
0.2775455415248871,
-0.09637486934661865,
0.16536551713943481,
0.13622713088989258,
0.10537589341402054,
-0.15638665854930878,
-0.43992459774017334,
-0.5111294388771057,
-0.3793591260910034,
0.6812735795974731,
0.46540871262550354,
0.31422296166419983,
-0.1778222918510437,
-0.3084687292575836,
0.2895262539386749,
-0.3115941286087036,
-0.571871280670166,
0.22912198305130005,
0.12180152535438538,
-0.6042710542678833,
-0.5966171622276306,
-0.6422034502029419,
0.40484240651130676,
0.4055814743041992,
-0.41167882084846497,
-0.06305351853370667,
-0.3986157774925232,
0.0367809534072876,
-0.3416654169559479,
-0.4122839868068695,
-0.28089720010757446,
0.03912266343832016,
0.1765066534280777,
-0.0828065574169159,
-0.5024735927581787,
0.5025653839111328,
0.6459422707557678,
0.11981058865785599,
0.10868094861507416,
0.35736003518104553,
-0.2738858759403229,
-0.1271534264087677,
0.24862957000732422,
0.10804102569818497,
-0.16758105158805847,
0.07534927129745483,
-0.18853284418582916,
-0.5763428807258606,
0.24247822165489197,
-5.957480430603027,
0.057036541402339935,
-0.29717063903808594,
0.11763657629489899,
-0.09911412745714188,
-0.00633843382820487,
0.8216239809989929,
-0.4411123991012573,
0.29053398966789246,
-0.15910424292087555,
0.18537230789661407,
0.3910505175590515,
0.14117427170276642,
0.2590063810348511,
0.3421381115913391,
0.08327899128198624,
0.1839432716369629,
-0.025456272065639496,
0.1464555412530899,
0.1890491396188736,
0.27429646253585815,
-0.05786285549402237,
0.3119033873081207,
0.5709516406059265,
0.5315702557563782,
-0.10039246082305908,
-1.0726555585861206,
0.28022050857543945,
0.2924802005290985,
0.07662791758775711,
0.19537897408008575,
-0.30815616250038147,
-0.05411941185593605,
-0.256334513425827,
0.054791323840618134,
0.3606736958026886,
0.3426445722579956,
0.11236175149679184,
0.24400624632835388,
-0.4019448757171631,
0.6261340379714966,
0.560767412185669,
-0.03179362043738365,
-0.3412722051143646,
-0.23663286864757538,
-0.45331382751464844,
-0.25550147891044617,
-0.21636104583740234,
0.0761265829205513,
0.8210121989250183,
-0.6032233834266663,
-0.06767681241035461,
0.3117104470729828,
0.30604928731918335,
0.5379257202148438,
-0.48917731642723083,
0.4047009348869324,
0.14539815485477448,
-0.240333691239357,
0.050310373306274414,
0.37599828839302063,
-0.5653782486915588,
0.06596280634403229,
-1.1607091426849365,
-0.3395233452320099,
-0.030018795281648636,
-1.3569098711013794,
-0.21677353978157043,
0.03126898035407066,
0.046383604407310486,
-0.5806900858879089,
-0.20230188965797424,
0.21769960224628448,
-0.3146490454673767,
0.3064081370830536,
-0.5093994140625,
0.23116163909435272,
-0.2875228822231293,
0.14503702521324158,
0.3339255452156067,
-0.3461056053638458,
-0.22291350364685059,
-0.22191981971263885,
0.23321588337421417,
-0.1402168720960617,
-0.49194595217704773,
-0.4348353445529938,
-0.22386357188224792,
-0.31912150979042053,
-0.4241865873336792,
0.7151380181312561,
-0.28641217947006226,
-0.04067516699433327,
0.5393134355545044,
0.7989943623542786,
0.17745649814605713,
0.2640630006790161,
0.290429025888443,
0.6768971681594849,
-0.28631410002708435,
0.7284983396530151,
-0.3578374683856964,
-0.2409757673740387,
-0.36385831236839294,
0.3823201358318329,
0.27119413018226624,
-0.6450532674789429,
-0.08840515464544296,
0.7813456058502197,
-0.5288186073303223,
-0.16083107888698578,
0.10364874452352524,
-0.5631812810897827,
-0.13084091246128082,
-0.07137308269739151,
-0.021812964230775833,
-0.15030671656131744,
-0.06500918418169022,
0.08409252017736435,
-0.28691861033439636,
0.22619785368442535,
0.24615132808685303,
-0.09943956136703491,
0.6617686152458191,
-0.19338126480579376,
-0.32792508602142334,
0.06126778572797775,
0.2770213782787323,
-0.5278822183609009,
-0.5053076148033142,
0.038348086178302765,
-0.1333976536989212,
-0.5374696850776672,
0.08018675446510315,
0.5053989887237549,
-0.3553740978240967,
-0.008677953854203224,
0.3301655650138855,
-0.14131104946136475,
-0.741208553314209,
0.2852751314640045,
-0.6388534903526306,
-0.2928168475627899,
0.023280810564756393,
0.4379957318305969,
-0.09155494719743729,
-0.2472129762172699,
-0.10819073021411896,
-0.5553261637687683,
0.3156275451183319,
-0.07669643312692642,
-0.09654388576745987,
-0.33593621850013733,
0.05543020740151405,
-0.10419823229312897,
0.2741768956184387,
0.144026517868042,
0.1732662320137024,
0.25363627076148987,
-0.4442468583583832,
0.5914617776870728,
0.21903686225414276,
-0.5133864879608154,
0.24204586446285248,
0.4847787618637085,
-0.4072093069553375,
-0.7786310315132141,
0.42203542590141296,
-0.21053698658943176,
0.25437405705451965,
0.3225128650665283,
-0.5443187952041626,
-0.46534091234207153,
-0.4393657147884369,
-0.24018904566764832,
0.18391171097755432,
0.20071835815906525,
0.3802327513694763,
0.0035523572005331516,
-0.23651736974716187,
0.021735116839408875,
-0.37182649970054626,
-0.10719383507966995,
0.4185703694820404,
0.6743306517601013,
-0.01656382344663143,
0.06257776916027069,
-0.03270307555794716,
-0.6531864404678345,
-0.7292219400405884,
0.30278295278549194,
0.2790988087654114,
0.22946295142173767,
-0.05413777753710747,
-0.3431149125099182,
-0.45206716656684875,
-0.05412989482283592,
-0.3637445569038391,
-0.17078925669193268,
-0.3158535063266754,
0.09560417383909225,
0.29409733414649963,
-0.5512543320655823,
0.2675536870956421,
0.11405865103006363,
-0.4970017075538635,
0.3621654510498047,
-0.36873674392700195,
-0.09707514941692352,
-0.19430214166641235,
-0.3435230851173401,
-0.6564924120903015,
-0.20466263592243195,
-0.08602450788021088,
0.016385234892368317,
-0.5666419267654419,
0.26960229873657227,
0.03740246221423149,
-0.28421470522880554,
0.4232123792171478,
0.26926353573799133,
-0.3587491512298584,
-0.3625321090221405,
-0.12982837855815887,
-0.4952239692211151,
0.15069234371185303,
0.2492617666721344,
-0.5342922806739807,
-0.09025102853775024,
-0.24581725895404816,
-0.02143036760389805,
-0.01669132523238659,
0.3911135196685791,
0.6785520911216736,
-0.43822962045669556,
-0.3177347481250763,
-0.4874393939971924,
0.001271027373149991,
-0.0884259045124054,
0.04980645328760147,
0.5128363370895386,
0.4670046865940094,
-0.24745570123195648,
-0.21940669417381287,
-0.5403299927711487,
0.4544551372528076,
0.388117253780365,
-0.442373126745224,
-0.7668501734733582,
-0.13382908701896667,
0.024293340742588043,
-0.07723534852266312,
-0.006256385240703821,
0.11558058112859726,
0.601934552192688,
0.2541148066520691,
-0.6828852891921997,
-0.4544796347618103,
0.013909735716879368,
0.5039723515510559,
0.030743401497602463,
-0.5287523865699768,
-0.47273311018943787,
-0.1810644119977951,
0.10970629751682281,
0.014002984389662743,
-0.4147299528121948,
-0.3583389222621918,
0.07511033117771149,
-0.3006722927093506,
-0.06935379654169083,
-0.1034955158829689,
0.29556599259376526,
0.1115390807390213,
0.30680638551712036,
-0.33384066820144653,
-0.41520076990127563,
0.1746266782283783,
-0.09651526808738708,
0.41897836327552795,
-0.5148383975028992,
-0.6272660493850708,
-0.030810149386525154,
-0.2909017503261566,
0.17580147087574005,
0.1942756623029709,
0.4352542459964752,
-0.37098464369773865,
0.014439030550420284,
-0.5469626188278198,
-0.2486400604248047,
0.03008982725441456,
-0.780185341835022,
0.143348827958107,
-0.25250333547592163,
-0.14773288369178772,
0.38162243366241455,
0.5193310976028442,
0.1401447057723999,
-0.02383953332901001,
-0.1850081831216812,
0.8634419441223145,
0.603793203830719,
-0.8470924496650696,
0.5859778523445129,
0.5097187757492065,
0.12276934832334518,
0.22310230135917664,
0.5038426518440247,
0.12694691121578217,
0.32492896914482117,
0.2995046377182007,
0.35612788796424866,
0.6543608903884888,
-0.0682816207408905,
-0.04535932093858719,
0.47050097584724426,
-0.2872037887573242,
0.675428032875061,
0.2909323275089264,
0.2386092096567154,
-0.07536286860704422,
0.602833092212677,
-0.02906365506350994,
-0.6523027420043945,
0.8682023286819458,
0.028835643082857132,
-0.04117199406027794,
0.2474815845489502,
0.2703738212585449,
0.3241351246833801,
1.0290530920028687,
-0.21377721428871155,
0.03663022071123123,
-0.009393197484314442,
-0.17788462340831757,
-0.3612031936645508,
0.36369237303733826,
-0.021665623411536217,
0.6138077974319458,
0.3781980574131012,
0.12200573831796646,
-0.40833842754364014,
-0.005929824896156788,
-0.14342601597309113,
-0.023460231721401215,
0.31291377544403076,
0.2622216045856476,
-0.4681907296180725,
0.1953241378068924,
0.43360477685928345,
0.3129449486732483,
0.21346881985664368,
0.20994575321674347,
-0.49733075499534607,
-0.12097130715847015,
0.8890951871871948,
-0.4049133062362671,
-0.23903797566890717,
0.45012959837913513,
0.047938328236341476,
0.6640838980674744,
-0.35082492232322693,
0.07154682278633118,
-0.02675807662308216,
-0.10138589143753052,
0.6265757083892822,
0.01795889623463154,
0.16920825839042664,
0.05440814793109894,
0.08328044414520264,
0.4505678117275238,
-0.11472036689519882,
0.14189980924129486,
-0.3759116232395172,
-0.3143281042575836,
0.25138047337532043,
-0.2757006883621216,
0.2397964745759964,
-0.05360472574830055,
-0.05473035201430321,
0.09697072207927704,
-0.22473911941051483,
-0.14484666287899017,
0.2377573698759079,
0.075054831802845,
0.14011164009571075,
0.7443901300430298,
-0.05106814578175545,
0.38423049449920654,
-0.14860406517982483,
-1.0286474227905273,
-0.27286040782928467,
-0.14068301022052765,
-0.22438600659370422,
0.15437160432338715,
-0.39820221066474915,
0.8607882857322693,
0.2036283165216446,
0.1753271371126175,
0.1896468997001648,
0.1355353593826294,
0.3090009391307831,
0.44714391231536865,
-0.7516919374465942,
0.37356096506118774,
-0.30786022543907166,
0.13657014071941376,
-0.813269853591919,
0.09445979446172714,
0.9280545711517334,
0.21217121183872223,
-0.3200380802154541,
-0.5795698761940002,
0.07668787240982056,
0.2455012947320938,
-0.11011768132448196,
-0.26564547419548035,
-0.05918476730585098,
0.23182599246501923,
0.011215521953999996,
-0.021671513095498085,
0.296387642621994,
-0.16991277039051056,
0.29208576679229736,
-0.09367348253726959,
0.22331367433071136,
0.8403176069259644,
-0.6841785907745361,
0.422798216342926,
0.18033868074417114,
-0.14667393267154694,
-0.261540025472641,
0.7246083617210388,
-0.3243847191333771,
0.12460330873727798,
-0.4980206787586212,
0.07037247717380524,
0.3159516751766205,
-0.4559049606323242,
-0.1942998617887497,
-0.3339846432209015,
0.0031043440103530884,
0.5330966114997864,
-0.16684795916080475,
0.21425935626029968,
-0.011703267693519592,
-0.20223918557167053,
-0.7850412130355835,
0.25556692481040955,
0.5107457637786865,
-0.4787599742412567,
-0.12238675355911255,
0.13367603719234467,
0.01787991262972355,
0.2098558098077774,
0.14345291256904602,
-0.3288666903972626,
-0.017330352216959,
0.05186428874731064
] |
The controller area network with flexible data rate (CAN-FD) is attracting attention as the next generation of in-vehicle network technology. However, security issues have not been completely taken into account when designing CAN-FD, although every bit of information transmitted could be critical to driver safety. If we fail to solve the security vulnerabilities of CAN-FD, we cannot expect Vehicle-Information and Communications Technology (Vehicle-ICT) convergence to continue to develop. Fortunately, secure in-vehicle CAN-FD communication environments can be constructed using the larger data payload of CAN-FD. In this paper, we propose a security architecture for in-vehicle CAN-FD as a countermeasure (designed in accordance with CAN-FD specifications). We considered the characteristics of the International Organization for Standardization (ISO) 26262 Automotive Safety Integrity Level and the in-vehicle subnetwork to design a practical security architecture. We also evaluated the feasibility of the proposed security architecture using three kinds of microcontroller unit and the CANoe software. Our evaluation findings may be used as an indicator of the performance level of electronic control units for manufacturing next-generation vehicles. | [
-0.018988778814673424,
0.014044994488358498,
-0.02457692101597786,
-0.004653000272810459,
0.01712014153599739,
-0.02513294294476509,
0.009146902710199356,
-0.0014848660212010145,
-0.010220799595117569,
0.005709242541342974,
-0.015275894664227962,
0.021626438945531845,
-0.011138703674077988,
0.025748690590262413,
-0.008693920448422432,
0.014184195548295975,
-0.00033125467598438263,
-0.006503485143184662,
0.012050195597112179,
-0.005357903894037008,
0.02100345864892006,
0.01667797565460205,
0.007721875794231892,
0.019696803763508797,
-0.033327631652355194,
-0.010012149810791016,
0.0024636071175336838,
-0.014454022981226444,
-0.005824698600918055,
0.003924263175576925,
-0.004309024661779404,
-0.00757927680388093,
-0.003916384186595678,
0.009378397837281227,
0.008044863119721413,
-0.02150816097855568,
-0.0006868946948088706,
0.01567152701318264,
0.019140008836984634,
-0.005323197226971388,
0.017070524394512177,
-0.004612825345247984,
0.016337014734745026,
0.002966854954138398,
-0.006417219992727041,
-0.0011519822292029858,
0.003030328778550029,
0.0049399733543396,
-0.0015369964530691504,
0.005562154576182365,
-0.0036063145380467176,
0.0037377437110990286,
-0.0039221663028001785,
0.030222296714782715,
-0.005528702866286039,
-0.023022636771202087,
0.01843881607055664,
-0.012586403638124466,
-0.01211550086736679,
0.0018745665438473225,
-0.020086005330085754,
-0.0084123145788908,
0.00634213350713253,
-0.013941911980509758,
0.005618054885417223,
-0.0672217458486557,
-0.0005450287717394531,
0.005707136355340481,
0.02463466487824917,
-0.01876576617360115,
0.00524835754185915,
0.008769780397415161,
0.0038772434927523136,
-0.004184999968856573,
0.02262231707572937,
-0.007762525230646133,
-0.011603430844843388,
0.032432474195957184,
0.000670350156724453,
-0.0011761535424739122,
-0.03089355118572712,
0.0027965190820395947,
-0.02026701718568802,
0.013998489826917648,
-0.0075430553406476974,
-0.009237159974873066,
-0.0028040858451277018,
-0.003998021595180035,
0.010930266231298447,
0.002267616568133235,
0.02189362794160843,
-0.061238691210746765,
0.03456287831068039,
-0.023751601576805115,
-0.004124058876186609,
-0.005486952140927315,
-0.003513271687552333,
0.014792550355196,
0.004120965953916311,
-0.004037169273942709,
-0.005550642032176256,
-0.0039499662816524506,
0.018155895173549652,
-0.0025604702532291412,
0.025312084704637527,
0.00504382885992527,
-0.010685954242944717,
-0.010637923143804073,
-0.0016770812217146158,
0.00984579510986805,
0.01002828124910593,
0.0030572419054806232,
-0.00028180843219161034,
0.005710944067686796,
-0.0031991254072636366,
0.0036939652636647224,
-0.005413043778389692,
-0.017696809023618698,
0.009170345962047577,
0.0021624010987579823,
-0.007647762540727854,
-0.004416868090629578,
0.0017620495054870844,
-0.00027151688118465245,
0.008137313649058342,
-0.01096037495881319,
-0.035872746258974075,
-0.010237842798233032,
-0.0009898946154862642,
0.0072411103174090385,
-0.007969343103468418,
0.006556427106261253,
0.0101426737383008,
-0.012078776955604553,
0.033808980137109756,
0.009649984538555145,
-0.028536684811115265,
-0.019266998395323753,
0.0031632869504392147,
-0.014337439090013504,
-0.004222377203404903,
0.007792973890900612,
0.0029053925536572933,
0.0077919624745845795,
0.01343571487814188,
-0.005708775483071804,
-0.03656340017914772,
-0.0000927681103348732,
0.008695404976606369,
0.009796740487217903,
0.009196342900395393,
-0.003165189642459154,
0.02248586155474186,
-0.014670660719275475,
0.018484648317098618,
-0.007992763072252274,
-0.016122449189424515,
-0.0043201325461268425,
-0.027742626145482063,
0.009618742391467094,
0.01755731739103794,
0.0056611024774611,
0.031825874000787735,
0.007410741411149502,
0.009797927923500538,
0.0006067553767934442,
0.0005471184849739075,
0.005468364339321852,
-0.02102532796561718,
0.0018786803120747209,
-0.011943547986447811,
0.027859173715114594,
-0.01774470880627632,
0.012240663170814514,
-0.01649307645857334,
-0.0022448997478932142,
0.004753909073770046,
0.0076036835089325905,
-0.0021112747490406036,
0.06699573248624802,
0.029061881825327873,
-0.007734805811196566,
0.014581134542822838,
-0.02557225711643696,
0.0004988296423107386,
-0.027212664484977722,
0.036760617047548294,
-0.007547593209892511,
0.00756550207734108,
-0.03423452377319336,
-0.00871654599905014,
-0.015819355845451355,
-0.0343647338449955,
0.00008833874017000198,
0.012093338184058666,
0.003270284738391638,
-0.0055626798421144485,
-0.0032439706847071648,
0.022339321672916412,
-0.00247171544469893,
0.027212977409362793,
-0.00991341657936573,
0.01761738210916519,
-0.032747868448495865,
0.01111330185085535,
0.011135132983326912,
0.017380941659212112,
-0.010111881420016289,
-0.003612472675740719,
-0.0023531587794423103,
0.002617157995700836,
0.01705275848507881,
-0.002999427728354931,
-0.017095275223255157,
0.01220625452697277,
0.014130880124866962,
0.0003367117024026811,
0.002149407984688878,
0.020120803266763687,
-0.015163324773311615,
-0.009170668199658394,
0.014681250788271427,
0.002424577483907342,
0.005956254433840513,
0.01508177537471056,
0.010841730050742626,
-0.01159392949193716,
0.012035107240080833,
-0.001760156825184822,
0.0005750725977122784,
-0.007879859767854214,
0.013513227924704552,
-0.009869514033198357,
0.0010325475595891476,
0.02244463935494423,
-0.013770697638392448,
0.008826000615954399,
-0.036572638899087906,
-0.0009077029535546899,
-0.015572236850857735,
-0.0029483919497579336,
0.009139244444668293,
0.012525751255452633,
-0.013784944079816341,
0.0016272009816020727,
0.0330197848379612,
-0.0036480093840509653,
-0.014542409218847752,
0.024846863001585007,
0.024973459541797638,
0.0046522715128958225,
0.014503570273518562,
0.018544046208262444,
0.01743677444756031,
0.005379837471991777,
0.007930504158139229,
0.03794640302658081,
0.004050141200423241,
0.02384345605969429,
-0.03166564553976059,
-0.0048784599639475346,
0.0043735564686357975,
-0.0045806909911334515,
0.007115533575415611,
-0.006874493323266506,
0.028445374220609665,
0.01241168100386858,
0.007037832401692867,
0.014197024516761303,
0.011247585527598858,
0.002083901083096862,
-0.003887072205543518,
-0.007474149111658335,
-0.08218108117580414,
-0.016268234699964523,
0.006103275343775749,
0.011538483202457428,
0.00882665440440178,
-0.01434326358139515,
-0.007313992828130722,
-0.023894501850008965,
-0.0140970628708601,
0.021461114287376404,
-0.00839642807841301,
0.02772325463593006,
-0.013532810844480991,
-0.010419248603284359,
0.023509426042437553,
-0.012138341553509235,
0.0032489229924976826,
-0.023804185912013054,
-0.010761624202132225,
0.013882623054087162,
0.006910960655659437,
-0.01727311685681343,
0.029222648590803146,
-0.007842371240258217,
-0.005365842953324318,
0.02249116078019142,
-0.014111126773059368,
0.0033864732831716537,
-0.016200706362724304,
0.004264401271939278,
0.015775326639413834,
-0.011867609806358814,
0.021429987624287605,
0.0018080242443829775,
0.0022420783061534166,
-0.012846412137150764,
-0.006940372753888369,
-0.009120050817728043,
0.002946340711787343,
0.009512265212833881,
0.018513284623622894,
0.022718634456396103,
-0.002834042999893427,
0.018103856593370438,
0.00512652238830924,
-0.006757495924830437,
0.006388826295733452,
-0.012797964736819267,
0.013900487683713436,
-0.013340337201952934,
-0.00850027147680521,
-0.011307395994663239,
0.020576613023877144,
0.01782783307135105,
-0.009180309250950813,
-0.00580784073099494,
0.010441257618367672,
-0.014037424698472023,
-0.013256814330816269,
-0.012917288579046726,
-0.006262372713536024,
-0.00026134285144507885,
0.013305332511663437,
0.00487121706828475,
-0.007584631443023682,
0.00030542630702257156,
0.00785300973802805,
0.022827407345175743,
-0.0029835172463208437,
0.0011047087609767914,
-0.002123338170349598,
-0.00739075243473053,
0.018075592815876007,
0.007257435005158186,
-0.02993680164217949,
-0.005298311822116375,
-0.011361515149474144,
0.009112665429711342,
0.010153435170650482,
-0.0033596332650631666,
-0.0008428450673818588,
0.008376035839319229,
0.01618056930601597,
0.0016751335933804512,
-0.017473936080932617,
0.013420562259852886,
0.00459794607013464,
0.01697653718292713,
0.006814117543399334,
-0.012374834157526493,
-0.00489040557295084,
-0.023325663059949875,
0.013735828921198845,
0.004114643204957247,
0.011038080789148808,
-0.03466218709945679,
-0.006903314962983131,
0.005140781402587891,
-0.004606287926435471,
0.008334999904036522,
-0.03209507465362549,
-0.002110392553731799,
0.006379927974194288,
-0.010020444169640541,
-0.04038597643375397,
0.006252570077776909,
0.016684792935848236,
-0.0076539479196071625,
-0.016615701839327812,
-0.013267336413264275,
0.004148624837398529,
-0.01589122973382473,
-0.008689307607710361,
-0.00025084265507757664,
0.011563954874873161,
0.02318432368338108,
-0.005271541886031628,
-0.00955541618168354,
0.07261601835489273,
0.011269711889326572,
0.010707294568419456,
0.01023889984935522,
-0.0006552035920321941,
0.002245707903057337,
0.004937387071549892,
-0.007275803480297327,
0.008823966607451439,
-0.015073053538799286,
0.010988792404532433,
-0.011161115020513535,
0.025570087134838104,
0.007747330237179995,
0.015467374585568905,
-0.0016311048530042171,
-0.0018834015354514122,
0.0072120786644518375,
0.016707707196474075,
-0.011118690483272076,
0.009072000160813332,
-0.008624838665127754,
-0.0009128325618803501,
0.02219437062740326,
0.028953824192285538,
-0.025636203587055206,
0.028169196099042892,
-0.01615142822265625,
-0.022525113075971603,
0.0018928823992609978,
-0.0025225128047168255,
0.023794248700141907,
-0.003960501868277788,
-0.021738113835453987,
0.009848393499851227,
-0.018953736871480942,
-0.011301620863378048,
-0.00787021778523922,
-0.00007332523819059134,
0.01148898620158434,
0.010100029408931732,
-0.013010216876864433,
0.03156257048249245,
0.008490731939673424,
-0.023163609206676483,
0.02579488605260849,
-0.006537181790918112,
-0.005038314498960972,
-0.008903302252292633,
0.004974014591425657,
-0.008035823702812195,
0.0007536456687375903,
0.011985939927399158,
0.003228588029742241,
-0.002536205342039466,
-0.017366671934723854,
-0.0030431700870394707,
0.004088511690497398,
-0.009931137785315514,
0.022487549111247063,
0.001189976348541677,
-0.010441252030432224,
0.014790629968047142,
-0.010459264740347862,
-0.025027012452483177,
-0.008606716990470886,
0.0013733594678342342,
-0.014050215482711792,
-0.03192741423845291,
0.025974739342927933,
-0.01663568802177906,
-0.01547782588750124,
0.01345372200012207,
-0.022954480722546577,
-0.010715404525399208,
-0.01092413067817688,
-0.006897319573909044,
-0.02641463838517666,
-0.0022956051398068666,
-0.009136596694588661,
0.0042687077075243,
-0.00539206899702549,
-0.001836300827562809,
-0.006693014409393072,
-0.03540583699941635,
0.02375175431370735,
0.008904707618057728,
-0.07519657164812088,
0.011055740527808666,
0.03202185034751892,
-0.008153263479471207,
-0.02686389535665512,
0.003806272754445672,
-0.009516422636806965,
-0.0015329427551478148,
-0.025974923744797707,
0.0008611374069005251,
0.009023617953062057,
-0.0042214891873300076,
-0.009082878939807415,
0.013667342253029346,
0.011708658188581467,
0.009186077862977982,
-0.02010457217693329,
-0.013067485764622688,
-0.0057555316016077995,
0.0036166999489068985,
0.015419372357428074,
-0.004424850456416607,
0.007447449956089258,
-0.013149263337254524,
0.00983894057571888,
-0.08137723803520203,
-0.014483684673905373,
0.002949957037344575,
-0.0135599784553051,
0.005068649537861347,
-0.03555920347571373,
0.011941280215978622,
-0.03072521835565567,
-0.006782405078411102,
-0.011704950593411922,
-0.01950176991522312,
0.017960306257009506,
-0.03724544495344162,
0.006341489031910896,
-0.006101403385400772,
-0.008597396314144135,
0.005820396356284618,
-0.014940453693270683,
0.017253149300813675,
0.02604762837290764,
0.005082413554191589,
-0.005279155448079109,
-0.00852244347333908,
-0.005241135135293007,
-0.015503395348787308,
-0.029864002019166946,
-0.019508300349116325,
0.00966070219874382,
0.016993870958685875,
-0.00583610637113452,
0.000810777535662055,
0.01128265168517828,
-0.0007503638043999672,
-0.004897008650004864,
0.004793612286448479,
-0.011953942477703094,
0.001362526323646307,
-0.01686251163482666,
-0.010531683452427387,
0.014657007530331612,
0.0006917102728039026,
0.011460717767477036,
0.009370041079819202,
0.0011627782369032502,
0.010363507084548473,
-0.0025789288338273764,
0.008637608028948307,
-0.00849631056189537,
0.014616064727306366,
-0.006374868098646402,
0.0013361488236114383,
-0.017663169652223587,
0.019898846745491028,
-0.0034113232977688313,
-0.02124813012778759,
-0.009108157828450203,
-0.010900740511715412,
0.025442451238632202,
0.000651139416731894,
0.013087190687656403,
-0.004942717030644417,
0.0107837850227952,
-0.0028167765121906996,
0.07230836153030396,
-0.02261517196893692,
0.019651077687740326,
-0.009476265870034695,
0.005045596044510603,
-0.0006135124713182449,
-0.04375821352005005,
-0.0043603479862213135,
0.028020456433296204,
-0.024057980626821518,
0.009314830414950848,
0.004975826479494572,
-0.012656918726861477,
0.007640567608177662,
0.02755635417997837,
-0.0034377072006464005,
0.006266727112233639,
-0.014051742851734161,
0.010416604578495026,
0.014394953846931458,
0.0032958299852907658,
-0.020633820444345474,
-0.023166827857494354,
-0.00009406381286680698,
-0.012559104710817337,
0.01791962794959545,
0.006338342092931271,
0.00982146617025137,
-0.008941490203142166,
-0.010631641373038292,
0.002442121971398592,
0.03980597108602524,
0.009060362353920937,
-0.0005954550579190254,
0.0050838110037148,
-0.014862156473100185,
0.0004684276646003127,
0.0017002482200041413,
-0.023126695305109024,
0.013544321060180664,
-0.00836016796529293,
0.003962081857025623,
-0.007847758941352367,
-0.004340699873864651,
0.0016332282684743404,
-0.011177967302501202,
0.024916157126426697,
-0.008172566071152687,
-0.004659383557736874,
0.020514970645308495,
-0.01236323919147253,
-0.0032729916274547577,
0.031624361872673035,
0.0014384628739207983,
0.0009745538700371981,
-0.019298627972602844,
-0.000651688314974308,
0.0074108317494392395,
-0.015415171161293983,
-0.03433647006750107,
-0.004515454173088074,
-0.0111747607588768,
-0.0005330834537744522,
0.003077239729464054,
0.01137832272797823,
-0.011722736060619354,
0.004637827165424824,
-0.023082247003912926,
-0.0033132268581539392,
0.007969215512275696,
-0.01239220704883337,
-0.01870761066675186,
0.0020702690817415714,
0.0018806622829288244,
-0.015322343446314335,
-0.0006037324201315641,
-0.01341565977782011,
-0.008461441844701767,
0.012967965565621853,
0.01129978895187378,
-0.005219506099820137,
0.0328642837703228,
0.009899708442389965,
-0.019072189927101135,
-0.005087059922516346,
0.0033721551299095154,
-0.009035846218466759,
-0.026418546214699745,
-0.008177610114216805,
0.009530022740364075,
0.017113229259848595,
-0.00550491688773036,
0.0005347955157049,
-0.022785788401961327,
0.008371786214411259,
0.033983245491981506,
-0.015656892210245132,
0.006598906125873327,
0.006172222085297108,
-0.0010393853299319744,
0.0374191589653492,
0.0059062037616968155,
0.014424819499254227,
-0.0066795614548027515,
0.016831299290060997,
0.009234943427145481,
0.008961575105786324,
0.010486365295946598,
-0.01072709634900093,
-0.0019023306667804718,
0.017665188759565353,
0.00892331451177597,
0.010708637535572052,
0.024240713566541672,
-0.009192625060677528,
0.010091968812048435,
-0.030932389199733734,
0.007238558493554592,
0.00533868046477437,
-0.009233007207512856,
0.021931249648332596,
0.004649821203202009,
0.022335978224873543,
-0.0045338841155171394,
-0.017923403531312943,
0.015434796921908855,
-0.0010735350660979748,
0.01955411769449711,
0.011700937524437904,
0.008612416684627533,
-0.007666395045816898,
0.028269872069358826,
0.022008024156093597,
-0.006155747454613447,
0.02388828806579113,
-0.009693976491689682,
-0.01446806825697422,
0.007932809181511402,
0.010898852720856667,
0.0020632962696254253,
-0.0034705051220953465,
-0.00783785991370678,
-0.0011913288617506623,
0.01743084378540516,
0.008148875087499619,
0.012713863514363766,
-0.006390601396560669,
0.011330440640449524,
0.0030574388802051544,
-0.005710490979254246,
-0.016732823103666306,
0.0032840631902217865,
0.012695267796516418,
-0.0018335566855967045,
-0.020858053117990494,
0.0251611340790987,
0.003407946554943919,
0.000560735585168004,
0.010609417222440243,
-0.011324752122163773,
0.00780483428388834,
0.012196177616715431,
-0.0010800908785313368,
0.010837988927960396,
0.00015386776067316532,
0.04314626380801201,
0.011587601155042648,
-0.012601453810930252,
-0.004756393376737833,
0.014062627218663692,
-0.004004409536719322,
0.0020543253049254417,
-0.020532753318548203,
0.01677738130092621,
0.0005060897674411535,
-0.004203363321721554,
0.008745096623897552,
-0.009624728932976723,
-0.019747892394661903,
-0.0020609013736248016,
0.0039742253720760345,
-0.007694983389228582,
-0.009960144758224487,
-0.005702850874513388,
0.015677539631724358,
0.014821182005107403,
-0.007197040133178234,
-0.007044164929538965,
0.013696083799004555,
0.013356281444430351,
0.0020091731566935778,
0.01862771064043045,
-0.012075528502464294,
-0.02797611802816391,
0.005713406018912792,
-0.0021751648746430874,
-0.02105187624692917,
0.016167674213647842,
-0.0023443051613867283,
-0.011289654299616814,
-0.0148168271407485,
-0.007548498455435038
] | [
0.17851649224758148,
-0.17559468746185303,
0.7086085677146912,
0.43150126934051514,
0.06579405814409256,
-0.18015137314796448,
-0.38765475153923035,
0.04410093277692795,
-0.41771844029426575,
-0.716079831123352,
-0.2531985342502594,
0.525103747844696,
0.03815118595957756,
0.09814925491809845,
0.18818843364715576,
0.6330876350402832,
0.4055142104625702,
0.2513156235218048,
-0.05755417421460152,
-0.10768024623394012,
-0.2885410785675049,
-0.2163766324520111,
0.5291887521743774,
-0.05897143855690956,
0.09860821813344955,
-0.12126419693231583,
0.6286123394966125,
0.7891236543655396,
0.36424165964126587,
-0.014509329572319984,
0.1856367141008377,
0.5626686215400696,
-0.5523708462715149,
-0.05119955912232399,
0.1013791635632515,
-0.3536495268344879,
-0.19628682732582092,
-0.26311641931533813,
-0.30726784467697144,
-0.5139131546020508,
-0.27792760729789734,
-0.0025467986706644297,
-0.4549521207809448,
0.3612439036369324,
0.12793965637683868,
-0.3811067044734955,
-1.1624634265899658,
-0.09065144509077072,
0.17530906200408936,
-0.25669169425964355,
-0.018500791862607002,
0.5583822131156921,
-0.27648958563804626,
0.3964040279388428,
0.20420995354652405,
0.23875385522842407,
-0.5108823180198669,
-0.38949277997016907,
0.19506527483463287,
-0.1532738357782364,
-0.0670723021030426,
0.09072917699813843,
-0.3938131332397461,
0.257212370634079,
-0.13987857103347778,
-0.10258215665817261,
0.06261533498764038,
-0.09039966017007828,
-0.31582915782928467,
-0.0005624963087029755,
0.1792784482240677,
-0.43044373393058777,
-0.026377830654382706,
0.18258246779441833,
-0.3989821672439575,
-0.1932489424943924,
0.10305305570363998,
-0.3975847065448761,
0.11788639426231384,
0.018475743010640144,
-0.013783224858343601,
0.18861709535121918,
0.5168427228927612,
-0.12664973735809326,
0.8355451226234436,
0.2191375344991684,
-0.23382163047790527,
0.2551235854625702,
-0.45203372836112976,
0.5766859650611877,
-0.12507323920726776,
-0.13087192177772522,
0.32746973633766174,
0.14443428814411163,
0.36167776584625244,
0.09215854108333588,
0.21870116889476776,
0.25750261545181274,
0.08823783695697784,
0.5061628818511963,
0.17184969782829285,
-0.09304936230182648,
-0.20323973894119263,
-0.2698492705821991,
-0.4020709991455078,
-0.6211632490158081,
-0.5202493667602539,
-0.600398063659668,
-0.2080271989107132,
0.47132277488708496,
-0.44350895285606384,
-0.0117947431281209,
0.3426147699356079,
0.0337093323469162,
-0.15084905922412872,
0.2747972309589386,
-0.13036055862903595,
-0.027379535138607025,
0.18242999911308289,
0.276250422000885,
0.1989423781633377,
0.7766233086585999,
-0.15038524568080902,
0.5688808560371399,
0.27852433919906616,
0.28349432349205017,
0.25816863775253296,
0.448568195104599,
-0.6023873090744019,
0.5463342070579529,
0.2789444923400879,
0.6393660306930542,
-0.5804392695426941,
-0.34644660353660583,
-0.28396230936050415,
0.15784378349781036,
0.07419171929359436,
0.19694361090660095,
0.20901547372341156,
-0.05262087658047676,
-0.7023911476135254,
-0.5785306692123413,
-0.19540336728096008,
0.1391296237707138,
0.029372144490480423,
0.03132699057459831,
-0.3151654005050659,
-0.1027831882238388,
-0.5577941536903381,
-0.27316954731941223,
-0.25618043541908264,
-0.05979064851999283,
-0.9013081192970276,
0.3035774230957031,
-0.04465116187930107,
0.8884998559951782,
-0.1468094140291214,
0.13601256906986237,
-0.02912176214158535,
0.10790662467479706,
-0.13568009436130524,
-0.12748751044273376,
-0.6909942626953125,
0.07374966144561768,
0.10380620509386063,
-0.47165635228157043,
0.228096604347229,
0.020204821601510048,
0.2893800437450409,
0.1536976546049118,
-0.10050835460424423,
-0.15367631614208221,
-0.4333299398422241,
-0.6982795000076294,
0.24913330376148224,
0.06518952548503876,
0.4168217182159424,
0.3337148129940033,
0.11809510737657547,
0.5523787140846252,
-0.8669520616531372,
-0.039838459342718124,
0.21061038970947266,
-0.12102843075990677,
0.05782019719481468,
0.1577654480934143,
0.28249454498291016,
-0.24142511188983917,
-0.41469934582710266,
-0.32599076628685,
-0.23275968432426453,
-0.2998453974723816,
0.3120373487472534,
-0.7033862471580505,
1.2925286293029785,
-0.18513572216033936,
0.13159216940402985,
1.1145609617233276,
-0.1641922891139984,
0.7258874177932739,
0.17045708000659943,
0.1724497526884079,
0.26798757910728455,
-0.36933037638664246,
-0.48352888226509094,
0.12638144195079803,
-0.004997402895241976,
-0.06894810497760773,
-0.4475674629211426,
-0.2379109263420105,
0.6152901649475098,
-0.595041811466217,
0.19353018701076508,
-0.8286192417144775,
0.46681100130081177,
-0.34252408146858215,
-0.1467670500278473,
0.23558160662651062,
-0.24464397132396698,
0.001598793431185186,
0.759552538394928,
-0.5796602368354797,
0.24324898421764374,
0.717218279838562,
-0.21448233723640442,
0.2787930369377136,
0.4019746482372284,
0.34012120962142944,
0.7242004871368408,
-0.4221085011959076,
-0.2369341105222702,
-0.3178478479385376,
0.0599387064576149,
-0.3141908645629883,
-0.24677400290966034,
0.23945243656635284,
0.008573849685490131,
-0.23787908256053925,
-0.0985676646232605,
0.2621068060398102,
-0.2611945867538452,
0.6603000164031982,
-0.4344417452812195,
0.5106260776519775,
-0.18460309505462646,
-0.4616793096065521,
-0.3326989412307739,
0.1428776979446411,
-0.09763723611831665,
-0.29382094740867615,
0.07023056596517563,
0.2618708908557892,
0.38478538393974304,
-0.4465506970882416,
0.12650713324546814,
0.22228436172008514,
-0.18856999278068542,
-0.17646780610084534,
-0.1688525676727295,
-0.27164018154144287,
-0.17806559801101685,
0.05861522629857063,
-0.24130555987358093,
0.17012518644332886,
-0.1830674260854721,
-0.5850524306297302,
-0.47242486476898193,
-0.24080514907836914,
-0.03597620502114296,
0.6032561659812927,
0.15725789964199066,
-0.39349526166915894,
-0.12209340929985046,
-0.02014302834868431,
0.06702154874801636,
-0.5337116718292236,
0.3086986243724823,
0.5575814843177795,
-0.27963510155677795,
-0.23128584027290344,
0.02198471687734127,
0.4960978627204895,
1.2453944683074951,
-0.06292331218719482,
-0.25927796959877014,
-0.1521725356578827,
0.3088722825050354,
0.08228925615549088,
-0.9460663795471191,
-0.5059659481048584,
0.039869628846645355,
-0.03866278752684593,
0.06347820907831192,
0.07740700989961624,
0.2545721232891083,
0.6363683938980103,
-0.18580077588558197,
0.0781388133764267,
0.42376887798309326,
-0.15918396413326263,
-0.6266179084777832,
0.49117931723594666,
0.06904269754886627,
-0.3255302309989929,
0.1986168622970581,
-0.551976203918457,
-0.5778207182884216,
0.36987441778182983,
-5.953081130981445,
-0.1312195062637329,
-0.7215149402618408,
0.29287442564964294,
-0.2392846643924713,
0.048474546521902084,
0.9462594389915466,
-0.30387187004089355,
0.2322763204574585,
-0.053503841161727905,
-0.08198659867048264,
0.5000125169754028,
0.3306649625301361,
0.0970427542924881,
0.02367648109793663,
0.6329989433288574,
0.6571914553642273,
0.2150568962097168,
0.31329771876335144,
-0.14770187437534332,
0.2950798273086548,
-0.5503438115119934,
-0.4351285398006439,
0.39221540093421936,
0.2826830744743347,
-0.16389453411102295,
-1.1154876947402954,
0.3676661252975464,
-0.3311672508716583,
0.0076599218882620335,
0.058345671743154526,
-0.19715653359889984,
-0.5208120346069336,
-0.3171202540397644,
0.2646903693675995,
0.10129576921463013,
0.1510893702507019,
0.46332231163978577,
0.25964707136154175,
-0.15988945960998535,
0.34820419549942017,
0.30979883670806885,
0.45928990840911865,
0.20163986086845398,
0.19579023122787476,
-0.6070684790611267,
-0.2646571695804596,
0.4380740225315094,
-0.23056435585021973,
1.1317695379257202,
0.03042883239686489,
-0.45049235224723816,
0.683495283126831,
0.12883305549621582,
0.09254983067512512,
0.0488513708114624,
0.3633778989315033,
0.1468438357114792,
-0.18975083529949188,
0.19413164258003235,
-0.21006378531455994,
-0.5237547159194946,
0.02964494191110134,
-0.6671044826507568,
-0.24802599847316742,
0.5511568784713745,
-0.6444418430328369,
-0.8690819144248962,
0.21505019068717957,
0.17031624913215637,
-0.8592739701271057,
0.44231751561164856,
-0.045899029821157455,
-0.4432550370693207,
0.5019007325172424,
-0.4232454299926758,
0.17348726093769073,
-0.0842132568359375,
-0.23042429983615875,
0.17046131193637848,
-0.019668489694595337,
-0.3322330713272095,
0.06730511784553528,
-0.0628836378455162,
0.1366046667098999,
-0.187127023935318,
0.34352976083755493,
-0.13657750189304352,
-0.034842923283576965,
-0.032988712191581726,
0.8267080783843994,
-0.3312757611274719,
0.27991601824760437,
0.3444615304470062,
0.2288879007101059,
0.11590582132339478,
0.2540884017944336,
0.3420655131340027,
-0.430602490901947,
-0.8627017736434937,
0.6136813759803772,
0.13126839697360992,
-0.2634385824203491,
-0.6695795655250549,
-0.29624515771865845,
0.052740760147571564,
0.3622145652770996,
0.06672101467847824,
0.6495464444160461,
-0.20833857357501984,
0.24503709375858307,
-0.20205818116664886,
-0.37370848655700684,
-0.4012877345085144,
0.387981116771698,
-0.09408608824014664,
-0.16041681170463562,
0.28344789147377014,
0.05265316739678383,
-0.3190641403198242,
0.4379975497722626,
0.01539288368076086,
0.033660952001810074,
0.1612410843372345,
0.26178687810897827,
-0.019221561029553413,
0.060229673981666565,
0.42513880133628845,
-0.1459340900182724,
-0.1325719654560089,
0.4831356406211853,
0.6262906789779663,
0.011926298029720783,
0.3192487955093384,
-0.23856011033058167,
-0.5763762593269348,
-0.1284734606742859,
0.020907843485474586,
0.10756286978721619,
-0.4393080770969391,
0.20252205431461334,
0.1545535922050476,
-0.16365456581115723,
-0.5168592929840088,
0.3411460518836975,
0.02735723927617073,
-0.28477102518081665,
0.3648696839809418,
-0.370438814163208,
-0.03896841034293175,
-0.018693426623940468,
-0.28398826718330383,
-0.2656405568122864,
-0.026188768446445465,
0.008508872240781784,
-0.04837657883763313,
0.3560383915901184,
-0.03153406083583832,
0.7313805818557739,
-0.5580411553382874,
0.7293266654014587,
0.10247523337602615,
-0.971205472946167,
0.10584830492734909,
0.4482930898666382,
0.3893437683582306,
-0.3079873025417328,
-0.9316166639328003,
0.009068611077964306,
0.6637362241744995,
-0.2242496907711029,
-0.5859176516532898,
-0.6165823340415955,
-0.41258513927459717,
0.3308534026145935,
-0.31027117371559143,
-0.025205230340361595,
0.07377470284700394,
0.03822793439030647,
0.013421307317912579,
-0.0697036162018776,
-0.43016284704208374,
-0.4526682198047638,
0.20230624079704285,
0.5993332266807556,
0.016793321818113327,
-0.5220681428909302,
0.16944856941699982,
0.04298851266503334,
-0.4330518841743469,
0.6356918811798096,
0.5185245871543884,
0.022089555859565735,
0.2271283119916916,
0.1370372623205185,
-0.484622985124588,
0.11007469147443771,
0.2499368041753769,
-0.19986744225025177,
-0.8018794655799866,
0.05998649820685387,
0.48395898938179016,
-0.26655855774879456,
0.7299842834472656,
0.19489732384681702,
-0.14199016988277435,
0.5831542611122131,
0.2219182550907135,
-0.22835540771484375,
-0.050794217735528946,
-0.6007248759269714,
-0.5356058478355408,
0.1257852464914322,
0.33996570110321045,
-0.6359778046607971,
0.1483207494020462,
0.2569107711315155,
-0.21938246488571167,
-0.7812750935554504,
0.3480214476585388,
-0.39853236079216003,
-0.4874366223812103,
-0.36263737082481384,
-0.06738033890724182,
-0.3033480942249298,
0.2629108726978302,
0.647922158241272,
-0.615002453327179,
-0.2103397250175476,
0.4847698211669922,
-0.4742332994937897,
-0.2664538621902466,
0.32773157954216003,
0.13612297177314758,
-0.5293539762496948,
0.09808618575334549,
-0.5881309509277344,
0.0698368102312088,
-0.23965756595134735,
0.22618426382541656,
-0.000995411304756999,
0.6423044800758362,
-0.345280259847641,
-1.0192890167236328,
-0.6679453253746033,
0.053482867777347565,
0.2909497618675232,
-0.08739706128835678,
-0.9000185132026672,
-0.025300420820713043,
0.28770601749420166,
-0.4822753667831421,
-0.3436230719089508,
0.1420944184064865,
0.9348303079605103,
0.06698083132505417,
-0.34125208854675293,
-0.3665289878845215,
0.177227184176445,
0.31179195642471313,
-0.10074978321790695,
-0.12474934011697769,
-0.28039848804473877,
-0.26113834977149963,
-0.06929543614387512,
0.14438648521900177,
-0.21669919788837433,
-1.3499646186828613,
0.26543256640434265,
-0.4087676405906677,
0.43363720178604126,
-0.04878566041588783,
0.7800741791725159,
0.31984826922416687,
0.3239124119281769,
-0.6970097422599792,
-0.10757657140493393,
-0.1437932252883911,
0.2547776699066162,
0.310317724943161,
-0.043402887880802155,
-0.23262663185596466,
0.007681984920054674,
-0.0804600864648819,
0.218770831823349,
0.1396283656358719,
0.2530646026134491,
0.015753846615552902,
0.05143420770764351,
-0.008790886960923672,
-0.23560766875743866,
0.06170850619673729,
-0.5959671139717102,
-0.16353268921375275,
-0.19167737662792206,
0.12307954579591751,
0.5585663318634033,
-0.14155635237693787,
0.18114738166332245,
0.09630633890628815,
-0.343483030796051,
1.037035346031189,
0.3245851397514343,
-0.4367682933807373,
0.11899025738239288,
0.1298946589231491,
0.29049867391586304,
0.3382022976875305,
0.06357979774475098,
-0.1962757259607315,
0.7628052234649658,
-0.1674765944480896,
0.3512841761112213,
1.1431427001953125,
-0.12374960631132126,
0.06086883693933487,
0.20190611481666565,
-0.0638408213853836,
0.490221232175827,
0.37005507946014404,
0.18519723415374756,
0.3120211362838745,
0.16289308667182922,
-0.25762030482292175,
-0.40848466753959656,
0.5811141133308411,
-0.35940587520599365,
0.002312697237357497,
0.3191812336444855,
0.33495789766311646,
0.4523495137691498,
0.4669302999973297,
-0.25618958473205566,
0.634982168674469,
0.19947871565818787,
0.3759789764881134,
0.4377160966396332,
-0.3055303394794464,
-0.4355202615261078,
-0.04355442896485329,
0.41055047512054443,
0.12075292319059372,
-0.2093556523323059,
0.018490448594093323,
-0.17616420984268188,
0.6901671886444092,
0.09050200134515762,
0.16164061427116394,
-0.43574297428131104,
0.30725160241127014,
-0.024091903120279312,
-0.26974061131477356,
-0.18785585463047028,
-0.1716814786195755,
-0.5170871019363403,
-0.3233703672885895,
0.31775957345962524,
-0.4890323281288147,
-0.25130894780158997,
0.29918724298477173,
0.11263757199048996,
0.7546839118003845,
0.38293612003326416,
0.041813693940639496,
-0.3868463337421417,
0.22467176616191864,
0.4957677721977234,
-0.2879176735877991,
0.04090513288974762,
-0.05141802504658699,
-0.32673266530036926,
0.1617165505886078,
-0.3681182861328125,
0.3465859591960907,
-0.14961309731006622,
-0.36911940574645996,
0.14463964104652405,
0.19714049994945526,
-0.19071482121944427,
0.5576947927474976,
0.194997638463974,
0.5298340320587158,
0.13242177665233612,
-0.590884804725647,
-0.003901903284713626,
-0.2197679579257965,
-0.4808642864227295,
0.27928370237350464,
0.6302088499069214,
-0.08820760250091553,
-0.18595167994499207,
-0.5582309365272522,
-0.2589879631996155,
0.049697719514369965,
-0.1660347729921341,
-0.37193000316619873,
-0.2974492013454437,
0.7945908904075623,
0.3721384108066559,
0.3939395844936371,
0.10467167943716049,
0.042834408581256866,
-0.3766595721244812,
0.5669887065887451,
-0.3597833216190338,
0.1600496619939804,
-0.6364723443984985,
0.31886714696884155,
-0.5028128027915955,
-0.039445534348487854,
0.6779422163963318,
0.4877881705760956,
-0.2874002158641815,
-0.06804302334785461,
-0.12464132159948349,
0.5022563934326172,
0.4183642268180847,
-0.17881646752357483,
0.11048070341348648,
-0.5852969884872437,
-0.1644260436296463,
-0.4440416991710663,
0.3320655822753906,
-0.2750825583934784,
0.413510799407959,
-0.36893102526664734,
0.18626034259796143,
0.5985444188117981,
-0.34292545914649963,
0.4647741913795471,
0.06963325291872025,
-0.3742774426937103,
-0.6844902038574219,
0.6269685626029968,
-0.4900132417678833,
0.3605864942073822,
0.06245306134223938,
0.03265146538615227,
0.214485764503479,
0.02738969586789608,
0.20047801733016968,
-0.2078675925731659,
0.006862875539809465,
0.23962272703647614,
-0.19197295606136322,
-0.04101381450891495,
-0.4656205177307129,
-0.2962791919708252,
-0.6994976997375488,
0.9187331795692444,
0.09060323983430862,
-0.40391722321510315,
0.3201228380203247,
-0.33440425992012024,
-0.16168148815631866,
-0.09042495489120483,
-0.22076407074928284,
-0.8640329837799072,
-0.5224091410636902,
-0.21309487521648407
] |
High voltage high frequency (HF) transformer provides the isolation between high and low dc link voltages in dual active bridge (DAB) converters. Such DAB converters are finding wide applications as an intermediate DC-DC converter in transformerless intelligent power substation (TIPS), which is proposed as an alternative for conventional distribution-transformer connecting 13.8 kV and 480 V grids. The design of HF transformer used in DAB stage of such application is very challenging considering the required isolation, size and cost. In this paper, the specification generation, design, characterization, test and measurement results on a 10kHz HF transformer are presented, highlighting the above challenges. | [
-0.029458463191986084,
0.01104938704520464,
-0.0017155007226392627,
0.025748269632458687,
0.007348855026066303,
-0.04494524747133255,
0.011116137728095055,
-0.02000710368156433,
-0.01739748939871788,
-0.02378031797707081,
-0.005549710243940353,
0.011611784808337688,
-0.009717592038214207,
0.022961236536502838,
-0.04445342347025871,
0.0233457051217556,
-0.006915881298482418,
0.008873256854712963,
0.006280389614403248,
0.014705766923725605,
0.04560603201389313,
0.016394469887018204,
0.010897788219153881,
-0.01597764529287815,
0.015848509967327118,
0.015202885493636131,
0.016665615141391754,
-0.007537495344877243,
0.032274723052978516,
0.003831804497167468,
-0.03418900445103645,
-0.034575626254081726,
-0.029558587819337845,
0.02036980725824833,
0.0026452415622770786,
0.029852353036403656,
-0.01028355024755001,
0.0346498042345047,
-0.0112672233954072,
-0.005161242559552193,
-0.037608031183481216,
-0.009549720212817192,
0.0031437017023563385,
-0.006076952908188105,
-0.00994054228067398,
0.004467569291591644,
-0.001109569682739675,
-0.014602402225136757,
0.0018705553375184536,
-0.0017593856900930405,
-0.008505169302225113,
-0.018461380153894424,
-0.010783257894217968,
-0.0009108595550060272,
-0.007069402374327183,
-0.003150203498080373,
0.017650824040174484,
-0.033357828855514526,
-0.013322301208972931,
-0.017653465270996094,
-0.03866413235664368,
-0.03303297236561775,
0.009916573762893677,
-0.023714827373623848,
0.006677428726106882,
-0.0664515271782875,
-0.0031552144791930914,
-0.0068137068301439285,
0.021206524223089218,
-0.011784341186285019,
-0.019576532766222954,
0.009090447798371315,
-0.007547863759100437,
-0.023117683827877045,
-0.01992115192115307,
0.003999969456344843,
-0.019751310348510742,
0.0021484065800905228,
-0.015526295639574528,
0.0034239408560097218,
-0.01518586277961731,
-0.01750815287232399,
0.039564669132232666,
0.0008643128676339984,
-0.020142342895269394,
-0.036793507635593414,
0.0015235133469104767,
0.021985379979014397,
0.04125576093792915,
-0.050913937389850616,
0.02011299505829811,
0.03273872286081314,
-0.013990083709359169,
-0.02349889650940895,
0.04240094870328903,
0.001641398761421442,
-0.01779520884156227,
0.005917341448366642,
0.047564998269081116,
-0.04225321486592293,
-0.002421886194497347,
0.005733635276556015,
0.009416126646101475,
-0.007627394050359726,
-0.019901130348443985,
0.01516494806855917,
0.008453017100691795,
-0.002927562687546015,
-0.014388427138328552,
0.005147192627191544,
0.004088087007403374,
0.026456918567419052,
-0.02288243919610977,
-0.008928555063903332,
0.002159880241379142,
0.015684762969613075,
-0.018056321889162064,
-0.022557267919182777,
0.003001075005158782,
-0.014547817409038544,
-0.00023529725149273872,
0.008623497560620308,
0.003450210439041257,
-0.017051592469215393,
0.010179081000387669,
0.024209285154938698,
-0.04370344802737236,
-0.00839837547391653,
-0.00828684400767088,
-0.014980864711105824,
-0.014128269627690315,
0.004535868763923645,
-0.0083273034542799,
-0.028667133301496506,
0.02053203620016575,
0.012602107599377632,
-0.03064919076859951,
-0.0001397080486640334,
-0.01786564663052559,
0.02940933033823967,
0.028475698083639145,
0.009775407612323761,
0.01641816459596157,
0.022954536601901054,
-0.009957317262887955,
-0.003395616542547941,
-0.002246552612632513,
-0.011603247374296188,
0.03644717484712601,
0.004186880309134722,
0.010457739233970642,
0.0009535131976008415,
-0.01127641461789608,
-0.023586872965097427,
0.00637398287653923,
-0.019642461091279984,
-0.001989161130040884,
0.009057811461389065,
-0.00961228646337986,
0.0008975202217698097,
-0.03561777621507645,
-0.031004924327135086,
0.03969842568039894,
0.010186288505792618,
-0.028604619204998016,
0.02458469197154045,
0.004542062990367413,
-0.017484575510025024,
-0.009066969156265259,
0.005743744783103466,
-0.019758978858590126,
0.026618750765919685,
-0.013920720666646957,
0.010748233646154404,
0.024064108729362488,
-0.009364288300275803,
-0.0030699719209223986,
0.009411269798874855,
-0.0185710322111845,
0.06665526330471039,
0.02264123409986496,
-0.020160173997282982,
-0.022907394915819168,
0.015554588288068771,
0.016773492097854614,
-0.005650895182043314,
-0.02383887767791748,
-0.016477692872285843,
-0.0014754589647054672,
-0.00048290641279891133,
-0.014144297689199448,
-0.012661051005125046,
0.004279137589037418,
-0.0230238139629364,
-0.007444346323609352,
0.002748608123511076,
-0.0008197547867894173,
0.008580503985285759,
0.00016638822853565216,
0.0007040137425065041,
0.007770766969770193,
-0.02380933240056038,
0.034604862332344055,
-0.013506894931197166,
0.008023874834179878,
0.004828562028706074,
0.0045834812335669994,
-0.03896951675415039,
0.032320648431777954,
0.020010698586702347,
0.018493279814720154,
0.01527988538146019,
0.0070917061530053616,
-0.018101591616868973,
0.028251074254512787,
0.0001682015717960894,
-0.00465369364246726,
-0.0032732724212110043,
0.020922167226672173,
-0.015053460374474525,
-0.008335748687386513,
0.0008432161994278431,
0.029856262728571892,
-0.013603064231574535,
0.020381640642881393,
-0.016011040657758713,
-0.004127756226807833,
0.015013502910733223,
0.019811473786830902,
0.02076246216893196,
-0.005697981454432011,
-0.03712662681937218,
-0.015933766961097717,
0.03039088286459446,
0.01854754239320755,
0.014558559283614159,
0.014916488900780678,
-0.006607742514461279,
0.003376802895218134,
-0.01582299917936325,
0.01668984442949295,
0.018723849207162857,
0.024704065173864365,
-0.026272453367710114,
-0.06179416924715042,
0.014989806339144707,
0.0289339367300272,
-0.005646978504955769,
-0.0008595194667577744,
-0.015049520879983902,
0.009004199877381325,
0.03947492688894272,
0.02013630047440529,
-0.011539828032255173,
0.01934283971786499,
-0.01671084575355053,
-0.0014794194139540195,
0.010668301954865456,
0.025310896337032318,
0.0032412013970315456,
-0.01133345253765583,
0.0025013512931764126,
0.014178110286593437,
0.009006902575492859,
0.02825380489230156,
0.018644889816641808,
-0.008869023062288761,
-0.004126994404941797,
0.006744345650076866,
0.005816560238599777,
0.007369886618107557,
-0.008425385691225529,
-0.00979396142065525,
-0.08071358501911163,
-0.01884111762046814,
0.012505870312452316,
0.00204836274497211,
0.012707102112472057,
-0.0017449320293962955,
0.009495029225945473,
0.008724304847419262,
-0.01263284869492054,
0.0052164047956466675,
0.01350621972233057,
0.020071320235729218,
-0.015177472494542599,
-0.04685930907726288,
-0.01503602135926485,
-0.0064345113933086395,
0.012707811780273914,
0.004136921837925911,
-0.019248394295573235,
0.017364412546157837,
0.009983781725168228,
0.016162477433681488,
-0.01962866634130478,
0.0053523993119597435,
0.016425220295786858,
0.013379962183535099,
0.03513675928115845,
-0.0232066847383976,
-0.032371435314416885,
0.0076932902447879314,
-0.009917544201016426,
0.005117171909660101,
0.012404326349496841,
-0.01854034513235092,
-0.008253386244177818,
-0.00042231299448758364,
0.0035941952373832464,
0.0077270399779081345,
-0.011600426398217678,
0.012040591798722744,
-0.018074506893754005,
0.008662287145853043,
0.01036214828491211,
0.016361791640520096,
-0.006786915473639965,
0.004900230094790459,
-0.03391218185424805,
-0.027945570647716522,
0.01788029447197914,
-0.028845537453889847,
0.024815628305077553,
-0.011893905699253082,
0.040673889219760895,
0.015342784114181995,
-0.013484695926308632,
-0.03213266283273697,
-0.010979974642395973,
0.01646910421550274,
-0.0061128754168748856,
-0.017485644668340683,
-0.02537093684077263,
-0.007157528772950172,
-0.017958631739020348,
0.011636508628726006,
-0.011241663247346878,
-0.0049714576452970505,
0.010145831853151321,
-0.02196447364985943,
-0.0006564399227499962,
0.0005044327117502689,
0.04409358650445938,
-0.0086313895881176,
0.015937725082039833,
0.0086714131757617,
-0.020736906677484512,
-0.006500198971480131,
-0.013815721496939659,
-0.014060328714549541,
0.038831546902656555,
0.007994135841727257,
-0.029571957886219025,
0.015809083357453346,
-0.027786631137132645,
0.0013210974866524339,
-0.02005179226398468,
-0.00008781999349594116,
0.0010070151183754206,
0.006225555203855038,
0.0003924933262169361,
-0.011599930003285408,
-0.022935424000024796,
-0.030005034059286118,
-0.007898570969700813,
0.006155555136501789,
0.020909558981657028,
-0.025000205263495445,
0.006504585035145283,
0.012536006048321724,
-0.0041342927142977715,
0.009790333919227123,
0.003043726086616516,
0.0011457439977675676,
-0.003663459327071905,
-0.013428917154669762,
-0.004335181787610054,
0.013353515416383743,
0.015062633901834488,
0.022138802334666252,
0.016698334366083145,
-0.013014559634029865,
0.010251794010400772,
0.005762550048530102,
-0.012755442410707474,
0.001368948258459568,
0.02258981578052044,
0.005430436227470636,
-0.006011360790580511,
-0.031020240858197212,
0.07139167934656143,
0.02094075456261635,
0.011257171630859375,
-0.005701829679310322,
0.028666669502854347,
0.006754650268703699,
-0.006871520541608334,
-0.023950058966875076,
0.03185874968767166,
-0.0022611827589571476,
0.013812623918056488,
0.004733587149530649,
-0.015570546500384808,
-0.024468936026096344,
0.02903425134718418,
0.02328215353190899,
-0.01299450732767582,
-0.007505740039050579,
0.03221914544701576,
0.001734559889882803,
0.02435178868472576,
-0.010831701569259167,
0.030165059491991997,
0.000800049165263772,
-0.022432299330830574,
0.004597208928316832,
0.0231156162917614,
-0.01783677190542221,
-0.0147059615701437,
0.007765881717205048,
0.014944328926503658,
0.0010823779739439487,
-0.003997003193944693,
-0.03676680475473404,
-0.00906011275947094,
0.022011861205101013,
-0.002758199814707041,
0.01082752738147974,
-0.010830325074493885,
-0.0008521619020029902,
0.04117463529109955,
-0.016916202381253242,
-0.012890968471765518,
0.008816941641271114,
0.013900704681873322,
-0.0016226321458816528,
-0.04686539247632027,
-0.012032510712742805,
-0.0007039194460958242,
-0.0013133049942553043,
-0.011349847540259361,
-0.005872353911399841,
0.017235103994607925,
-0.03031252697110176,
0.02350309118628502,
0.022802012041211128,
0.0023934897035360336,
0.005577322095632553,
-0.004487859550863504,
-0.027826491743326187,
-0.041865065693855286,
-0.02205747738480568,
-0.030835498124361038,
0.029367748647928238,
-0.0005456393118947744,
-0.005536327138543129,
-0.0013393610715866089,
-0.0031545287929475307,
-0.020953860133886337,
0.004966011270880699,
0.016673188656568527,
0.0037489421665668488,
0.0007420590845867991,
-0.023963656276464462,
-0.027342844754457474,
0.0033308914862573147,
0.009082421660423279,
-0.03340877592563629,
-0.0038340920582413673,
-0.0042148977518081665,
-0.015302116982638836,
-0.008406220003962517,
-0.0014291253173723817,
-0.009647474624216557,
-7.641501724720001e-7,
0.04064808040857315,
0.015087218023836613,
-0.07415435463190079,
-0.011567043140530586,
0.010771116241812706,
-0.010825291275978088,
0.00008171889930963516,
-0.0024353554472327232,
-0.007891185581684113,
-0.0189643744379282,
-0.016401957720518112,
0.0017184566240757704,
0.023722466081380844,
-0.03419334441423416,
0.001147813512943685,
0.03130294382572174,
0.010638700798153877,
0.004579107277095318,
-0.03095700778067112,
-0.001466431887820363,
-0.0701497495174408,
0.008938021026551723,
-0.010572105646133423,
0.02197967655956745,
0.012463103048503399,
-0.00993768498301506,
-0.008717586286365986,
-0.08023663610219955,
-0.027976950630545616,
-0.0122904097661376,
-0.039644159376621246,
-0.00034057919401675463,
-0.026588335633277893,
0.009824497625231743,
-0.02039177715778351,
0.03914980962872505,
-0.011775404214859009,
-0.015180051326751709,
0.011573050171136856,
0.040224477648735046,
0.0027817850932478905,
-0.029001576825976372,
-0.011160498484969139,
-0.0064428625628352165,
0.04559645801782608,
-0.030808458104729652,
0.013138677924871445,
-0.03274077549576759,
-0.035968631505966187,
-0.010036309249699116,
-0.00900706835091114,
-0.0058393715880811214,
0.002723849145695567,
0.004465776961296797,
0.021541781723499298,
0.02108369767665863,
0.007221268955618143,
0.00007876823656260967,
0.02539188042283058,
-0.00581379747018218,
-0.020710602402687073,
0.0074062468484044075,
-0.021892927587032318,
0.039703402668237686,
-0.021268010139465332,
-0.007288392633199692,
0.014590322971343994,
0.00654692342504859,
0.022251952439546585,
0.03587041795253754,
0.02687963843345642,
-0.010145200416445732,
0.007455658167600632,
0.007185463793575764,
-0.01112308632582426,
0.009546689689159393,
-0.0015490567311644554,
0.0028647873550653458,
-0.057944271713495255,
-0.016282035037875175,
-0.02983912266790867,
-0.024671833962202072,
-0.033785488456487656,
0.002100494457408786,
0.03251706808805466,
-0.044467438012361526,
0.006996972486376762,
-0.002423505764454603,
-0.014022006653249264,
0.0175834521651268,
0.07174136489629745,
-0.034141652286052704,
0.009285480715334415,
-0.0072437166236341,
-0.021716836839914322,
0.006915118079632521,
0.0012102737091481686,
-0.01758941262960434,
-0.02382367104291916,
0.01513969711959362,
-0.014880070462822914,
0.001309323706664145,
-0.015222715213894844,
0.006615474820137024,
-0.0013773315586149693,
-0.0016489560948684812,
0.0032741604372859,
-0.008928247727453709,
-0.009187078103423119,
-0.019021186977624893,
-0.018291525542736053,
-0.004052523523569107,
-0.013275758363306522,
0.029054507613182068,
0.016514021903276443,
-0.005238736514002085,
-0.017047511413693428,
-0.02364395558834076,
0.0003856704570353031,
-0.02377794310450554,
0.007358304224908352,
-0.009568869136273861,
0.01122339628636837,
0.014689579606056213,
0.013398764654994011,
0.00972285307943821,
-0.003958051558583975,
0.014202531427145004,
0.01167990081012249,
0.02084561064839363,
-0.03279948979616165,
0.022675521671772003,
-0.01306377537548542,
0.0067863138392567635,
-0.03607023507356644,
-0.042656540870666504,
0.019663477316498756,
-0.0017380048520863056,
-0.012097569182515144,
0.026922017335891724,
0.053099825978279114,
-0.0009304871782660484,
0.013344170525670052,
-0.020488645881414413,
-0.005267620086669922,
-0.0070087420754134655,
-0.005453214515000582,
0.004430978558957577,
-0.002053992822766304,
0.020417965948581696,
-0.009563982486724854,
-0.02443188615143299,
-0.03249415010213852,
-0.008028686046600342,
0.0527738481760025,
-0.011413581669330597,
-0.0023221385199576616,
-0.01806226745247841,
0.001874222420156002,
0.011379139497876167,
0.04154456406831741,
0.0049250200390815735,
0.006899215281009674,
-0.009844934567809105,
-0.022973161190748215,
0.0056382957845926285,
-0.005786281079053879,
0.006515638902783394,
0.0040192194283008575,
0.0030808974988758564,
0.008097680285573006,
-0.01796603389084339,
-0.006114293821156025,
0.027518751099705696,
-0.022050537168979645,
-0.02811759151518345,
0.006157958414405584,
-0.01830768771469593,
-0.001163360197097063,
0.018768595531582832,
-0.00015257485210895538,
-0.015873588621616364,
-0.006462993565946817,
0.006081446539610624,
0.0013722426956519485,
0.034495703876018524,
-0.020605050027370453,
0.015200162306427956,
0.03705078363418579,
-0.0067979274317622185,
0.008989160880446434,
0.01696067489683628,
0.006977428682148457,
-0.0052405353635549545,
-0.005709935910999775,
-0.015452133491635323,
0.006216832436621189,
-0.04833633452653885,
-0.027641840279102325,
0.0015806923620402813,
-0.0069984206929802895,
0.0238359197974205,
-0.002477689879015088,
-0.007501719519495964,
0.010399160906672478,
0.02289118617773056,
-0.001481022103689611,
0.01077923271805048,
0.034651704132556915,
-0.007156877312809229,
0.014116994105279446,
0.025926485657691956,
-0.00006353436037898064,
-0.001709026750177145,
0.009976023808121681,
0.013083348050713539,
-0.009691832587122917,
0.04182891547679901,
-0.022467095404863358,
0.04852355271577835,
0.013842478394508362,
-0.05403243750333786,
0.02834635227918625,
0.006686456501483917,
0.010425640270113945,
-0.016620371490716934,
-0.030052902176976204,
0.014721229672431946,
0.019774705171585083,
0.018635721877217293,
-0.01107584685087204,
0.018778637051582336,
0.004089138470590115,
0.009713583625853062,
0.0076259043999016285,
-0.010288074612617493,
-0.024526655673980713,
-0.015358759090304375,
-0.005762628745287657,
-0.021618325263261795,
0.009368752129375935,
0.0048710922710597515,
-0.010304813273251057,
-0.007008736487478018,
0.0021301032975316048,
0.004047856666147709,
0.0017752863932400942,
-0.01848292164504528,
0.010448086075484753,
-0.001234132330864668,
-0.0039617279544472694,
0.022356443107128143,
-0.02386169321835041,
0.01302892342209816,
0.006018368992954493,
-0.015769105404615402,
0.0328916572034359,
0.029597578570246696,
-0.03226974233984947,
-0.00016769208014011383,
0.008061109110713005,
0.0074374135583639145,
0.012025712057948112,
-0.022334713488817215,
-0.0011491619516164064,
-0.0026870588771998882,
-0.008600172586739063,
-0.005804242566227913,
-0.024615414440631866,
0.010420502163469791,
0.003314867615699768,
-0.026262275874614716,
-0.013692902401089668,
-0.012076400220394135,
0.011250968091189861,
-0.006004245951771736,
-0.025750909000635147,
-0.030779976397752762,
0.019144413992762566,
-0.03516470268368721,
-0.023374686017632484,
0.012903543189167976,
0.00043957517482340336,
-0.0021889552008360624,
-0.012533011846244335,
-0.003444761037826538,
-0.012733678333461285,
-0.002057592384517193,
0.0025184149853885174,
0.0029165525920689106,
-0.009655295871198177,
-0.008753784000873566
] | [
0.3177203834056854,
-0.29392093420028687,
0.7222848534584045,
0.0024219220504164696,
-0.24264980852603912,
-0.23137043416500092,
-0.04374191537499428,
-0.564109206199646,
0.13396945595741272,
-0.37299466133117676,
-0.32402655482292175,
0.6688932180404663,
-0.4262182414531708,
0.02788846381008625,
0.028308022767305374,
0.7323838472366333,
0.8100839257240295,
0.17723266780376434,
-0.15872398018836975,
-0.7459101676940918,
0.15927958488464355,
-0.45767742395401,
0.9174748063087463,
-0.06473550200462341,
0.40682274103164673,
-0.17434418201446533,
0.44218263030052185,
0.6495724320411682,
0.2921200096607208,
0.5374855399131775,
0.4499002695083618,
0.7439396381378174,
-0.06879837065935135,
-0.3004862368106842,
0.21262021362781525,
-0.008419324643909931,
0.2639261484146118,
-0.25650107860565186,
0.34015265107154846,
-0.42922744154930115,
0.12112508714199066,
-0.6314319968223572,
-0.01183340698480606,
0.4290570318698883,
-0.2118774950504303,
-0.443500816822052,
-1.2233229875564575,
0.026018017902970314,
-0.5482552647590637,
-0.02689920924603939,
-0.21659745275974274,
0.3570552468299866,
-0.003097963286563754,
0.6651522517204285,
0.2468840330839157,
-0.0907987654209137,
-0.21805809438228607,
-0.08004973828792572,
0.5215162634849548,
-0.2817121148109436,
0.3747815191745758,
-0.47824954986572266,
-0.3431647717952728,
0.26325568556785583,
0.13649152219295502,
0.1925594061613083,
-0.028824638575315475,
-0.5444746017456055,
-0.3467954099178314,
0.2839483618736267,
0.13263176381587982,
0.04478684067726135,
-0.4091137945652008,
-0.19880209863185883,
-0.35467803478240967,
0.33601513504981995,
-0.3093000054359436,
-0.31130489706993103,
0.07536400109529495,
0.31121206283569336,
0.2907445728778839,
0.05989435315132141,
0.5505349040031433,
-0.08653227984905243,
0.39596205949783325,
0.22711370885372162,
0.018392642959952354,
0.4180707037448883,
-0.8312965631484985,
0.6058887243270874,
-0.2688751518726349,
-0.25058338046073914,
0.07255113869905472,
0.4564642906188965,
0.22795236110687256,
0.2794182598590851,
0.23992164433002472,
-0.10837136954069138,
0.43368202447891235,
0.13620805740356445,
0.2421112060546875,
-0.0738811045885086,
0.18972600996494293,
-0.37200310826301575,
-0.3401610851287842,
-0.6625955104827881,
-0.7825374007225037,
-0.34450042247772217,
-0.5373719334602356,
0.11092405021190643,
-0.7633253335952759,
0.21904495358467102,
0.5997258424758911,
-0.3844134509563446,
-0.12566335499286652,
0.22431568801403046,
0.24294088780879974,
0.15004940330982208,
0.46061304211616516,
0.7631782293319702,
-0.22303810715675354,
1.0076669454574585,
-0.3073531985282898,
0.3998522162437439,
-0.04759356752038002,
0.24474315345287323,
0.5930727124214172,
0.6999703645706177,
-0.5925329327583313,
0.5330742001533508,
0.07781147211790085,
0.7044540047645569,
0.35476797819137573,
0.0037022680044174194,
0.06338690221309662,
-0.6994025707244873,
0.1473223865032196,
-0.12312481552362442,
0.21397076547145844,
0.01992163248360157,
-0.36211511492729187,
-0.47752872109413147,
0.04792739078402519,
-0.5639053583145142,
-0.03787195309996605,
0.023082423955202103,
-0.5845534801483154,
-0.40213119983673096,
-0.10816425830125809,
0.036671239882707596,
0.03424803167581558,
0.331827312707901,
-0.9369006752967834,
-0.017028961330652237,
-0.5746095180511475,
0.24103939533233643,
0.07627756893634796,
-0.24850121140480042,
-0.45017632842063904,
0.3587121367454529,
-0.2519378364086151,
-0.337566614151001,
-0.2075747698545456,
0.39334431290626526,
0.3452182710170746,
-0.33196932077407837,
0.1337500661611557,
0.08874011039733887,
-0.38113880157470703,
-0.2002788931131363,
0.3042944073677063,
-0.21863055229187012,
-0.6845281720161438,
-0.13553676009178162,
0.18706081807613373,
-0.10065634548664093,
0.2141488641500473,
0.4015418291091919,
0.09795032441616058,
0.22440332174301147,
-0.6906901001930237,
0.16860182583332062,
0.43551257252693176,
0.09051096439361572,
0.2983248233795166,
0.5956190824508667,
0.43323057889938354,
0.0423123724758625,
-0.14468830823898315,
-0.11422199755907059,
-0.007428902667015791,
-0.33646026253700256,
-0.011396548710763454,
-0.8255409002304077,
1.3235290050506592,
-0.39401158690452576,
-0.17995503544807434,
0.5477095246315002,
0.11746412515640259,
0.24175022542476654,
0.5125413537025452,
0.226418137550354,
0.8596834540367126,
-0.5222152471542358,
-0.21863840520381927,
-0.17798277735710144,
-0.05168433487415314,
0.23848062753677368,
-0.34132134914398193,
-0.33972492814064026,
0.7040292620658875,
-0.3590959310531616,
0.051456671208143234,
-0.24974799156188965,
0.13965728878974915,
-0.4743848741054535,
-0.06965897232294083,
-0.030160095542669296,
0.24975332617759705,
0.4060485363006592,
0.5716805458068848,
-0.41417255997657776,
-0.16781514883041382,
0.6965910196304321,
-0.3751443326473236,
0.2426728755235672,
0.265747994184494,
0.40524327754974365,
0.6593683958053589,
-0.22655947506427765,
-0.2638216018676758,
-0.1967119574546814,
0.14325562119483948,
-0.2318098098039627,
-0.03777201101183891,
-0.06378055363893509,
-0.10024858266115189,
0.3210527300834656,
0.514394223690033,
0.217978835105896,
-0.17962653934955597,
0.7732883095741272,
-0.521909773349762,
0.0601702444255352,
0.30426025390625,
-0.5089081525802612,
0.033385176211595535,
0.011377288028597832,
-0.2794875502586365,
-0.32129210233688354,
0.20474182069301605,
0.3045612871646881,
0.08908091485500336,
-0.6258986592292786,
0.360564261674881,
-0.07390448451042175,
0.23967434465885162,
-0.11206402629613876,
-0.38357192277908325,
-0.31776997447013855,
-0.3423222303390503,
-0.11078425496816635,
0.10428539663553238,
-0.22039496898651123,
-0.2976871430873871,
-0.1562950313091278,
-0.4252190589904785,
-0.13574813306331635,
0.3845447897911072,
0.2158832848072052,
0.09841350466012955,
0.5601773858070374,
0.27830323576927185,
0.06716305762529373,
-0.511196494102478,
-0.6678837537765503,
0.5562959313392639,
0.188754603266716,
-0.5351566672325134,
-0.413823664188385,
0.7866654396057129,
0.802036464214325,
0.8002151250839233,
-0.17552101612091064,
-0.789921224117279,
0.0036054085940122604,
0.18435585498809814,
-0.07661770284175873,
-0.14859126508235931,
-0.7294831871986389,
-0.20965084433555603,
0.34052929282188416,
0.0007442784844897687,
-0.09726250916719437,
-0.005269558168947697,
0.8860650062561035,
0.14436526596546173,
0.39925432205200195,
0.2634752690792084,
0.13791388273239136,
-0.5527619123458862,
0.28528812527656555,
-0.2987649738788605,
-0.08506181836128235,
-0.3476789593696594,
-0.18584588170051575,
-0.8260672092437744,
0.36278125643730164,
-5.807806491851807,
0.3688586950302124,
-0.5570869445800781,
0.05883349850773811,
-0.24349212646484375,
-0.2447880357503891,
0.5239536762237549,
0.0337553508579731,
0.25529947876930237,
0.09201917797327042,
-0.16739818453788757,
0.31931373476982117,
0.3292050063610077,
-0.2641089856624603,
0.16488419473171234,
0.12609374523162842,
0.5177255868911743,
-0.1681373119354248,
0.4613560438156128,
-0.19768208265304565,
0.18814808130264282,
-0.22422441840171814,
-0.09807711094617844,
0.4558689296245575,
0.48109978437423706,
-0.03177293390035629,
-0.481854110956192,
0.2228347659111023,
-0.6240866184234619,
-0.7317102551460266,
0.3413780629634857,
-0.4424510896205902,
-0.01081118918955326,
-0.05910420045256615,
0.552871823310852,
0.3728376626968384,
0.8232417106628418,
0.35157766938209534,
0.3453376591205597,
-0.063139908015728,
0.7654321789741516,
-0.05713784322142601,
-0.6132369637489319,
-0.002183261327445507,
-0.13687379658222198,
0.0068846335634589195,
-0.32509008049964905,
0.4725901782512665,
-0.2064231038093567,
1.0057668685913086,
-0.08760368824005127,
-0.02906583622097969,
0.4282764196395874,
-0.04469304904341698,
0.18225236237049103,
-0.07917846739292145,
-0.030972369015216827,
0.4249221384525299,
0.024915026500821114,
0.13632391393184662,
-0.21385455131530762,
-0.35401222109794617,
-0.3586054742336273,
-0.8816903233528137,
-0.36622104048728943,
0.28772473335266113,
-0.6224421262741089,
-0.3915986716747284,
0.47247612476348877,
0.309012234210968,
-0.2008000612258911,
0.010901032015681267,
0.5716419219970703,
-0.5939748287200928,
0.4759674668312073,
-0.6029928922653198,
0.6240938305854797,
0.15248192846775055,
-0.22661298513412476,
-0.09918055683374405,
-0.05825483053922653,
-0.23132964968681335,
-0.12879011034965515,
-0.19067785143852234,
0.37965139746665955,
-0.3025999665260315,
-0.4421122670173645,
-0.4351358115673065,
0.5058952569961548,
-0.11283312737941742,
0.7675269246101379,
-0.3666931986808777,
0.0769752785563469,
0.33550626039505005,
0.28707820177078247,
-0.022494954988360405,
0.41324740648269653,
0.4292924404144287,
0.15254268050193787,
-0.3993358314037323,
0.770487368106842,
0.2356659173965454,
-0.3970544636249542,
-0.5877748727798462,
-0.29451432824134827,
-0.020061051473021507,
-0.6212350726127625,
0.11846868693828583,
0.47422754764556885,
-0.5758885741233826,
0.21768881380558014,
-0.4643186926841736,
-0.6429122686386108,
-0.2168976068496704,
0.4661344885826111,
-0.005681695882230997,
-0.5418322682380676,
0.4422246813774109,
0.1874774992465973,
-0.04879050701856613,
0.23610414564609528,
0.07779473066329956,
0.34515491127967834,
-0.5667505860328674,
0.3998146057128906,
0.37049832940101624,
-0.4372353255748749,
0.9464203715324402,
-1.0182123184204102,
-0.37738847732543945,
0.6280314922332764,
0.14146269857883453,
-0.218482106924057,
0.21120516955852509,
-0.16077490150928497,
-0.695713222026825,
-0.8923487067222595,
0.3260873258113861,
0.5294117331504822,
-0.1300753653049469,
0.14181655645370483,
-0.20591886341571808,
-0.41870954632759094,
-0.12806721031665802,
0.6434014439582825,
0.13186539709568024,
-0.09493207931518555,
-0.4139801263809204,
-0.18989087641239166,
-0.3615037798881531,
0.1784416139125824,
-0.2539905905723572,
0.16946372389793396,
-0.09622287005186081,
-0.1761597841978073,
0.32712018489837646,
0.12928889691829681,
0.3002963066101074,
-0.09566635638475418,
-0.849182665348053,
0.3461413085460663,
0.26979488134384155,
-0.9564517736434937,
0.3041093349456787,
-0.023172298446297646,
0.07773782312870026,
-0.7856237292289734,
-0.04155725985765457,
-0.20264029502868652,
0.14661917090415955,
-0.42834851145744324,
-0.5326972007751465,
-0.16828562319278717,
-0.34468117356300354,
0.23139232397079468,
0.13294298946857452,
-0.10489512979984283,
0.3114106357097626,
0.7704096436500549,
-0.24433013796806335,
-0.025947678834199905,
-0.04521063342690468,
-0.3671150803565979,
0.6468605399131775,
0.4952186942100525,
-0.188773050904274,
-0.31533747911453247,
0.10824605077505112,
-0.16205444931983948,
-0.18998530507087708,
0.6532929539680481,
-0.15385755896568298,
0.7277990579605103,
0.0537375845015049,
0.20434145629405975,
-0.9668757915496826,
0.235691100358963,
0.03700157627463341,
-0.31761759519577026,
-0.9769144058227539,
-0.016550464555621147,
0.6030120849609375,
-0.6012220978736877,
0.4422878324985504,
-0.12518908083438873,
-0.18613889813423157,
0.1287183165550232,
0.20840072631835938,
-0.31284746527671814,
-0.1304708570241928,
-0.2913694977760315,
-0.7809328436851501,
0.0768258348107338,
0.2916836738586426,
-0.43091851472854614,
-0.26813310384750366,
0.597033679485321,
-0.25784945487976074,
-0.3613229990005493,
-0.40752002596855164,
0.39335882663726807,
-0.8653408288955688,
0.08815163373947144,
0.1779891401529312,
-0.4407806992530823,
-0.021122543141245842,
0.20943135023117065,
-0.5603587627410889,
0.21017102897167206,
-0.022389622405171394,
-0.45309504866600037,
0.09109815955162048,
0.3718956410884857,
0.18232379853725433,
-0.43397432565689087,
0.19815143942832947,
-1.0926328897476196,
0.08433836698532104,
-0.3315648138523102,
0.09455100446939468,
0.03704136982560158,
0.4891699254512787,
-0.3154325485229492,
-0.5881862640380859,
-0.37515494227409363,
0.3410761058330536,
0.4753320813179016,
-0.6064217686653137,
-0.7318973541259766,
-0.1012217104434967,
0.3891376554965973,
-0.26475486159324646,
-0.10282387584447861,
0.029265528544783592,
0.9244402050971985,
-0.15929856896400452,
-0.2455931156873703,
-0.8487229943275452,
-0.15484151244163513,
0.5233227610588074,
-0.5492894053459167,
-0.03851230815052986,
-0.46556851267814636,
0.031035907566547394,
0.26730701327323914,
0.28703367710113525,
-0.2524270713329315,
-0.897516131401062,
0.054037317633628845,
-0.04403487965464592,
0.1691378355026245,
-0.44044405221939087,
0.7273054718971252,
0.30969905853271484,
0.005368920974433422,
-0.08954334259033203,
-0.5746354460716248,
-0.13862952589988708,
0.21018652617931366,
0.2055554986000061,
-0.27149298787117004,
-0.5297440886497498,
0.3249186873435974,
-0.2586328089237213,
-0.03833616524934769,
0.06887706369161606,
-0.022052714601159096,
-0.11620271950960159,
-0.17113716900348663,
-0.40419599413871765,
-0.09375327080488205,
0.16851641237735748,
-0.5261572599411011,
-0.12808339297771454,
-0.1484314501285553,
0.3111899793148041,
0.37604475021362305,
0.07265114039182663,
0.1858307421207428,
-0.46818968653678894,
-0.13401475548744202,
0.8250994086265564,
0.2392190843820572,
-0.5251586437225342,
1.0434314012527466,
0.04089784249663353,
0.3418200612068176,
0.20479686558246613,
0.0018353053601458669,
-0.2742507755756378,
0.2269120067358017,
0.05316619947552681,
-0.08757248520851135,
0.9280206561088562,
-0.18389609456062317,
-0.06806475669145584,
0.2208968847990036,
0.3842165470123291,
0.715898871421814,
0.10996579378843307,
0.1359790861606598,
0.5450916290283203,
0.9209414124488831,
-0.044809456914663315,
-0.5592231154441833,
0.8237974643707275,
-0.04467441886663437,
-0.3994286358356476,
0.37141287326812744,
0.15483173727989197,
0.7006142735481262,
0.2789272367954254,
-0.3815184235572815,
0.2882409691810608,
0.41059061884880066,
0.12047912925481796,
-0.28887423872947693,
0.21585488319396973,
-0.4697553217411041,
0.19402697682380676,
0.3178552985191345,
0.4497393071651459,
-0.1918219029903412,
0.5433719158172607,
0.2577557861804962,
0.4228510558605194,
0.2929641604423523,
0.27902737259864807,
0.05466814339160919,
0.27129411697387695,
0.06573313474655151,
0.16944517195224762,
0.06317103654146194,
-0.553078830242157,
-0.8266394734382629,
0.030144767835736275,
0.3079322278499603,
-0.11379670351743698,
0.1187877282500267,
0.13715431094169617,
0.3075874447822571,
0.4124412536621094,
-0.2204473316669464,
-0.2054239809513092,
-0.571537971496582,
-0.263766884803772,
0.19010663032531738,
-0.2917719781398773,
-0.07183485478162766,
-0.3367367684841156,
0.1309228092432022,
0.26365426182746887,
-0.23929204046726227,
0.5005374550819397,
0.06918558478355408,
-0.6883490085601807,
0.25100576877593994,
0.2284504473209381,
-0.20358431339263916,
0.5846138000488281,
-0.17198172211647034,
0.613562285900116,
-0.25089767575263977,
-0.7347250580787659,
0.021547969430685043,
-0.4071235656738281,
-0.1937568038702011,
0.11569403111934662,
0.05486402288079262,
-0.18834026157855988,
0.3711218237876892,
-0.42568814754486084,
-0.40758031606674194,
-0.12100828438997269,
-0.13128229975700378,
-0.28657543659210205,
0.27684518694877625,
0.5753037929534912,
0.32747983932495117,
0.18167716264724731,
0.12161941826343536,
0.2760641872882843,
0.2630094587802887,
0.0849996954202652,
-0.4794910252094269,
0.5294492244720459,
-0.5152090787887573,
-0.10696765035390854,
-0.569959282875061,
-0.10000844299793243,
1.0854324102401733,
0.5398200154304504,
0.15840230882167816,
0.03767905384302139,
-0.4900738596916199,
0.11946997046470642,
0.3119693696498871,
-0.42865148186683655,
0.27511516213417053,
-0.3406883180141449,
-0.5686902403831482,
-0.602104663848877,
0.2026662677526474,
-0.13056907057762146,
0.06234421581029892,
-0.28555864095687866,
0.41855311393737793,
0.5640885233879089,
-0.15077541768550873,
0.3623303174972534,
0.18691301345825195,
-0.1062350794672966,
-0.45747992396354675,
0.35828647017478943,
-0.5641392469406128,
0.32394230365753174,
-0.5836554169654846,
-0.19310376048088074,
-0.06801154464483261,
-0.3607458472251892,
0.18861715495586395,
-0.28837984800338745,
-0.12813980877399445,
0.06343875080347061,
-0.38585740327835083,
-0.0459853932261467,
-0.29175901412963867,
-0.386831670999527,
-0.8368965983390808,
0.63275545835495,
0.334625244140625,
-0.7226038575172424,
0.08808968216180801,
-0.12508279085159302,
-0.19771428406238556,
0.2355722188949585,
-0.06770523637533188,
-0.1564064770936966,
-0.32343992590904236,
-0.6935095191001892
] |
Air transportation system is a crucial infrastructure of modern world. In this paper, we analyze the weighted Chinese air transportation network with the framework of multilayer network, in which each layer is defined by a commercial airline (company) and the weight of links is set respectively by the number of flights, the number of seats and the geographical distance between pairs of airports. It is shown that the size of the airlines can be characterized approximatively by the number of air routes they operated. The numeric results also indicate that the CCA (air China) is of a considerable higher value of maximal degree and betweenness than other top airlines. Our work will be helpful to better understand and model the Chinese air transportation network. | [
-0.01338833849877119,
0.02739768475294113,
0.0037889452651143074,
0.007232219912111759,
0.014824416488409042,
-0.03499970585107803,
0.009187532588839531,
-0.012247765436768532,
-0.009758495725691319,
-0.02251698449254036,
-0.008190708234906197,
0.00944808591157198,
0.012483772821724415,
0.0024440684355795383,
-0.01260797493159771,
-0.02301185205578804,
0.01305554248392582,
0.016291532665491104,
0.009691327810287476,
-0.031065599992871284,
-0.024388376623392105,
0.011925114318728447,
0.009340457618236542,
0.022100083529949188,
0.020277978852391243,
0.02093183994293213,
-0.014449692331254482,
0.006766131147742271,
-0.004672774113714695,
0.004973048809915781,
-0.020461350679397583,
-0.00014786922838538885,
-0.00974203459918499,
0.01314971037209034,
-0.000020142411813139915,
-0.007650045678019524,
0.004909607581794262,
0.017535464838147163,
-0.00877554900944233,
-0.0026557082310318947,
0.016435131430625916,
-0.0032713073305785656,
-0.0010762355523183942,
0.021283622831106186,
-0.006540634203702211,
0.0018784028943628073,
-0.0025626448914408684,
-0.014134260825812817,
-0.009766850620508194,
0.010388228110969067,
0.00014040368841961026,
-0.009704679250717163,
-0.0029981753323227167,
0.01547397579997778,
-0.0066825710237026215,
-0.03661426901817322,
0.01654709130525589,
-0.0036667243111878633,
0.004533546045422554,
0.0010449390392750502,
-0.020142698660492897,
0.023066725581884384,
0.0024076104164123535,
-0.0002377079799771309,
-0.0017198319546878338,
-0.06706437468528748,
0.019397594034671783,
0.009635340422391891,
-0.0008454350754618645,
0.001556431408971548,
0.01462024450302124,
0.0031805946491658688,
-0.01744772121310234,
0.012531744316220284,
0.008313547819852829,
0.0024548829533159733,
-0.017713060602545738,
0.025015581399202347,
0.02575206197798252,
0.004862077068537474,
0.01770288497209549,
0.008914032950997353,
0.0011818184284493327,
0.010720979422330856,
0.013893930241465569,
-0.00750608230009675,
-0.013280153274536133,
-0.00810283049941063,
0.005839187651872635,
0.016556797549128532,
0.008949296548962593,
0.00412522628903389,
0.015195224434137344,
-0.016434399411082268,
-0.028187746182084084,
0.008389683440327644,
0.0031751487404108047,
0.012102818116545677,
0.0007027247920632362,
-0.000053382012993097305,
0.001698044128715992,
-0.014702193439006805,
0.011623026803135872,
-0.030667949467897415,
-0.0043703895062208176,
0.010159202851355076,
-0.0386836901307106,
0.016405442729592323,
-0.01902097463607788,
-0.0009044479811564088,
-0.010373508557677269,
0.021722983568906784,
-0.02113439328968525,
0.0007044732919894159,
-0.020670786499977112,
0.006575927138328552,
0.01291146781295538,
-0.0007329484215006232,
0.002105816500261426,
-0.006239484529942274,
0.010365493595600128,
-0.005775062367320061,
-0.00428877305239439,
-0.013573632575571537,
0.007214292883872986,
0.017795776948332787,
-0.010737532749772072,
0.013641685247421265,
-0.006580687128007412,
0.0074618360958993435,
-0.009361114352941513,
0.0183691568672657,
0.02935916744172573,
0.01844286546111107,
-0.0018904954195022583,
-0.0006381620187312365,
-0.004203651566058397,
0.019587518647313118,
-0.00500872265547514,
-0.012660939246416092,
-0.00019052252173423767,
0.010207838378846645,
-0.00332165346480906,
0.00496384222060442,
0.02903619594871998,
-0.0083320252597332,
-0.03708445280790329,
0.02446654811501503,
0.009193743579089642,
-0.0005909553728997707,
-0.0042966147884726524,
-0.008907526731491089,
-0.0021307526621967554,
-0.020136144012212753,
-0.023855915293097496,
0.011652067303657532,
-0.0051046814769506454,
0.025871310383081436,
-0.0046628499403595924,
-0.008702686987817287,
-0.005831305403262377,
0.007923906669020653,
0.015020160935819149,
0.008230205625295639,
0.03556676208972931,
-0.010814870707690716,
0.004292791243642569,
0.007836807519197464,
-0.0008510563056915998,
0.0033632186241447926,
-0.005706406198441982,
-0.020574718713760376,
-0.0386200025677681,
0.016576476395130157,
-0.0007955646142363548,
0.003976157866418362,
-0.015476047992706299,
0.008617415092885494,
-0.012332616373896599,
0.06696456670761108,
0.00476971035823226,
-0.012134797871112823,
0.006819332018494606,
0.0006704356055706739,
0.009141115471720695,
-0.031656019389629364,
0.03322774916887283,
-0.0006969249807298183,
0.01589503511786461,
-0.0006462200544774532,
-0.013283763080835342,
-0.0022658316884189844,
0.0020580957643687725,
-0.0214419886469841,
-0.0021635217126458883,
0.004103320650756359,
0.0013387131039053202,
0.006126997992396355,
-0.010220179334282875,
-0.00447040144354105,
0.003350034821778536,
0.009026221930980682,
0.0027392341289669275,
-0.03240804374217987,
-0.0005488512106239796,
-0.00032308814115822315,
-0.002111739944666624,
0.017012765631079674,
-0.017303381115198135,
-0.0049343411810696125,
-0.004805427975952625,
0.025448692962527275,
0.0005433415062725544,
-0.011985472403466702,
-0.005188220180571079,
0.008669544942677021,
-0.03231637924909592,
0.018841348588466644,
-0.018714245408773422,
-0.0119324317201972,
-0.007125998381525278,
0.0012613318394869566,
0.03185207024216652,
-0.00021738000214099884,
0.0052777426317334175,
0.006592209450900555,
0.005633149296045303,
0.009384330362081528,
0.009281700477004051,
-0.013067780062556267,
-0.015008533373475075,
-0.0033288230188190937,
-0.009495491161942482,
0.02339795045554638,
0.004198989365249872,
0.002023432170972228,
0.009335430338978767,
-0.002118136268109083,
-0.004475919995456934,
-0.0021221351344138384,
-0.004825574345886707,
-0.006600473076105118,
0.0013872890267521143,
0.004270385019481182,
-0.010030907578766346,
-0.008447008207440376,
0.009171484969556332,
-0.028027497231960297,
0.018903883174061775,
0.007674274034798145,
0.0019735083915293217,
-0.0018370551988482475,
-0.02525200881063938,
0.01904473267495632,
-0.007626379374414682,
-0.011408948339521885,
-0.0065697310492396355,
0.00571825634688139,
0.02301066182553768,
-0.007090692408382893,
0.002739453688263893,
0.00184789695776999,
-0.003818368073552847,
-0.012331036850810051,
0.017788952216506004,
0.012499039992690086,
0.002233982551842928,
0.03441215679049492,
-0.010260369628667831,
0.015118281356990337,
0.0044267443008720875,
-0.010039868764579296,
0.00904165394604206,
-0.08169107139110565,
-0.002873291727155447,
-0.011384379118680954,
-0.004866999574005604,
0.01298454962670803,
0.014485428109765053,
0.0025596744380891323,
0.007214600220322609,
-0.01316821575164795,
0.0026590977795422077,
0.006817254703491926,
0.015571929514408112,
-0.019307395443320274,
0.014180835336446762,
0.009522710926830769,
-0.012722179293632507,
0.014513673260807991,
-0.0008146369364112616,
0.02930396795272827,
-0.010438152588903904,
0.007419510744512081,
-0.02293885126709938,
0.015621158294379711,
-0.017524246126413345,
-0.021142633631825447,
0.0198548324406147,
-0.0007753761019557714,
0.0011115600354969501,
0.0031593963503837585,
0.004575308877974749,
0.006437147967517376,
0.005147390998899937,
-0.0156608447432518,
-0.015709850937128067,
0.005509196314960718,
-0.03269357979297638,
-0.00887160375714302,
-0.005980724468827248,
-0.0316631905734539,
-0.018264228478074074,
0.008012136444449425,
0.017174819484353065,
0.00420397100970149,
0.011036975309252739,
-0.0020465226843953133,
-0.007159436121582985,
-0.00428787712007761,
-0.006670172326266766,
0.013430120423436165,
-0.017045553773641586,
0.0014030016027390957,
-0.020240407437086105,
0.029765330255031586,
0.005418643355369568,
0.001043192925862968,
-0.005563966929912567,
0.016300715506076813,
-0.020662475377321243,
-0.015989789739251137,
-0.009080249816179276,
-0.015439190901815891,
-0.039098139852285385,
0.026012791320681572,
-0.0031795974355190992,
0.029308920726180077,
-0.01638633757829666,
0.016646338626742363,
-0.012601739726960659,
-0.010635821148753166,
-0.010567010380327702,
0.004457127768546343,
-0.015700504183769226,
0.017369190230965614,
-0.0012229944113641977,
0.004028492607176304,
-0.01566472090780735,
-0.011248022317886353,
0.0034580244682729244,
0.015703905373811722,
-0.018907152116298676,
0.011080274358391762,
-0.009632265195250511,
0.012599548324942589,
0.008601776324212551,
0.00356813776306808,
-0.022055279463529587,
0.007453542202711105,
0.011070051230490208,
-0.0016221494879573584,
-0.01490047201514244,
0.0033141078893095255,
0.003929969854652882,
0.005833880510181189,
0.0038963742554187775,
-0.005742878653109074,
0.004023477900773287,
0.016124669462442398,
0.015872154384851456,
-0.0055103423073887825,
0.009621765464544296,
0.0043328991159796715,
-0.00030897383112460375,
-0.004959431476891041,
-0.00939970649778843,
-0.0035198174882680178,
0.014212926849722862,
0.001353360479697585,
0.001032290980219841,
0.004358031786978245,
-0.00454548466950655,
-0.02760874107480049,
0.004287164658308029,
-0.00620358157902956,
0.018300972878932953,
0.010443838313221931,
0.022397395223379135,
-0.025722716003656387,
0.018022892996668816,
0.07260815799236298,
-0.012121607549488544,
-0.006480114068835974,
0.006623031571507454,
0.006124299950897694,
0.006218093913048506,
0.015219306573271751,
-0.017150934785604477,
0.01046073343604803,
-0.021597091108560562,
0.011210937984287739,
-0.014833522029221058,
-0.007098824717104435,
0.035492174327373505,
0.011667764745652676,
0.00887339562177658,
0.015165824443101883,
0.006467108149081469,
-0.015764843672513962,
-0.002902937587350607,
0.0023733163252472878,
-0.022107787430286407,
0.013608776032924652,
-0.006323155947029591,
0.002638781676068902,
-0.003474120981991291,
0.012907903641462326,
-0.010964141227304935,
0.010722612962126732,
0.0027822020929306746,
0.011777471750974655,
0.03431613743305206,
-0.005273592658340931,
-0.003895964939147234,
0.004154317080974579,
-0.004969942383468151,
-0.010143542662262917,
-0.016236938536167145,
0.00239548459649086,
-0.0030982454773038626,
-0.008933592587709427,
-0.011980336159467697,
0.016162604093551636,
0.01069731917232275,
-0.01516510359942913,
0.005541299469769001,
-0.032925017178058624,
-0.0004710848443210125,
-0.018866362050175667,
-0.011263004504144192,
0.0063431961461901665,
0.00020643696188926697,
0.005130902864038944,
0.021951032802462578,
-0.008156283758580685,
0.010978423058986664,
-0.006749589927494526,
-0.0014435912016779184,
0.014978491701185703,
0.017248807474970818,
-0.01298333890736103,
0.0001289787469431758,
0.037627674639225006,
-0.041269317269325256,
-0.016368642449378967,
0.019654948264360428,
0.022738946601748466,
-0.01596687361598015,
0.003566538915038109,
0.01689690351486206,
0.011230701580643654,
-0.016982778906822205,
-0.020134212449193,
-0.020162252709269524,
-0.013915431685745716,
-0.0013234501238912344,
0.00728196557611227,
0.008795748464763165,
-0.003209216520190239,
-0.013517552986741066,
0.009736454114317894,
-0.006833338178694248,
-0.004975656047463417,
0.014899115078151226,
0.010884508490562439,
-0.028510501608252525,
-0.022423241287469864,
-0.07482434809207916,
0.007669349201023579,
0.012078911066055298,
-0.005084788426756859,
0.006994958501309156,
0.003743520937860012,
0.002981338882818818,
-0.010470697656273842,
-0.021840738132596016,
-0.0110974982380867,
0.003779778489843011,
0.009616767056286335,
-0.01760878972709179,
-0.014234520494937897,
0.011708392761647701,
0.010420725680887699,
-0.024485863745212555,
0.01685151271522045,
-0.011064709164202213,
0.013452581129968166,
-0.021526776254177094,
-0.02677895873785019,
-0.0009550233371555805,
0.0019316981779411435,
0.0006766876904293895,
-0.08154687285423279,
-0.0038839392364025116,
0.0024196114391088486,
0.0028529122937470675,
-0.007796439342200756,
0.020057283341884613,
0.009068657644093037,
-0.011019522324204445,
-0.0038645053282380104,
-0.013500841334462166,
-0.0026929466985166073,
0.003987549338489771,
-0.013937882147729397,
0.0073790885508060455,
-0.014048278331756592,
-0.003412993624806404,
0.013773590326309204,
0.011510835029184818,
0.008849816396832466,
0.0005090832710266113,
0.017224863171577454,
-0.01020886842161417,
-0.013955753296613693,
0.007007613778114319,
-0.009792495518922806,
0.008751186542212963,
0.00679242517799139,
0.008694350719451904,
0.0026279620360583067,
0.006145318038761616,
0.007600951008498669,
0.003309649880975485,
0.022300543263554573,
-0.0013959708157926798,
-0.0026091565378010273,
-0.014561004936695099,
0.00943845696747303,
-0.00039363233372569084,
0.01713297888636589,
-0.010914035141468048,
-0.003269221866503358,
-0.006687527988106012,
-0.027195528149604797,
0.005874102469533682,
0.030723469331860542,
-0.015709353610873222,
0.005740668624639511,
-0.0028618439100682735,
0.001922859693877399,
-0.015077231451869011,
0.008961855433881283,
0.010684049688279629,
0.009613537229597569,
-0.008378700353205204,
-0.020287610590457916,
0.01958741806447506,
-0.002822237554937601,
0.015341305173933506,
0.017290392890572548,
0.011639797128736973,
0.0044267019256949425,
0.01930968277156353,
0.0031092779245227575,
0.07210497558116913,
-0.05028224363923073,
0.020070087164640427,
0.002642666921019554,
-0.00284281512722373,
0.005838056560605764,
0.017025485634803772,
0.00014759134501218796,
0.025871990248560905,
-0.01566310226917267,
0.003591095330193639,
-0.0016626942669972777,
-0.019280780106782913,
0.006753834895789623,
0.022435706108808517,
-0.01257198303937912,
-0.005304691381752491,
-0.01407514326274395,
0.03197125345468521,
-0.008895616978406906,
0.008329547941684723,
0.0015772307524457574,
-0.020716967061161995,
0.030109960585832596,
0.0019558873027563095,
-0.009707536548376083,
-0.006585416384041309,
0.0011155004613101482,
-0.027975257486104965,
-0.016995813697576523,
0.006014291197061539,
-0.0028564955573529005,
0.0060249147936701775,
0.008300269953906536,
0.026229139417409897,
-0.019622040912508965,
0.004099630750715733,
0.00218680826947093,
-0.03569270297884941,
0.005507033783942461,
0.006045622751116753,
0.0028424637857824564,
0.00026471196906641126,
0.02187625877559185,
-0.0005375330802053213,
0.01577208936214447,
0.02061832696199417,
0.010628175921738148,
0.00040304934373125434,
0.012176936492323875,
-0.008176710456609726,
-0.0011492922203615308,
0.011108591221272945,
-0.029863402247428894,
0.012714512646198273,
0.002090619644150138,
0.03269999474287033,
0.005294159986078739,
-0.001368664437904954,
0.00005537038668990135,
-0.016620945185422897,
-0.0037935159634798765,
0.00683799060061574,
0.004654879681766033,
0.0063125966116786,
-0.008698833175003529,
-0.003417747560888529,
-0.003883386729285121,
0.0018552136607468128,
0.009680891409516335,
-0.006600756663829088,
0.005279090721160173,
0.004680187441408634,
-0.014479756355285645,
0.024352233856916428,
0.0029677334241569042,
-0.010615989565849304,
-0.020106807351112366,
0.024962836876511574,
0.014414123259484768,
-0.01297522522509098,
0.022280387580394745,
-0.005344897508621216,
-0.03708752244710922,
-0.009295713156461716,
0.005865784361958504,
-0.007532244548201561,
0.002485363744199276,
-0.007817879319190979,
0.007500243838876486,
0.0032274979166686535,
0.003250304376706481,
0.003666874021291733,
-0.011740460060536861,
0.007645716890692711,
0.033839043229818344,
0.014810843393206596,
0.0033520914148539305,
-0.011238506063818932,
-0.016637835651636124,
0.003060205839574337,
-0.0037175428587943316,
0.005704399198293686,
-0.0035861777141690254,
0.0034174525644630194,
-0.010419964790344238,
-0.0066716838628053665,
-0.023927954956889153,
0.012792132794857025,
0.022057877853512764,
0.007218215614557266,
-0.026714880019426346,
-0.003527001477777958,
0.03966277465224266,
0.008739534765481949,
0.017525793984532356,
-0.0014906228752806783,
-0.0016799084842205048,
0.004312106873840094,
-0.010014439933001995,
0.016229547560214996,
-0.007873584516346455,
-0.011411044746637344,
0.00885208509862423,
-0.012384282425045967,
-0.02215120941400528,
-0.006583877839148045,
0.016629677265882492,
0.0457528680562973,
0.007492761127650738,
0.008853627368807793,
-0.01106925867497921,
0.0005929446779191494,
-0.008269215933978558,
0.01628165878355503,
0.011128310114145279,
-0.011663412675261497,
-0.009199962951242924,
0.0019417502917349339,
0.010954741388559341,
-0.010293528437614441,
-0.012271471321582794,
0.0058359382674098015,
-0.011644141748547554,
0.00762054231017828,
-0.018219877034425735,
-0.013227404095232487,
0.010654131881892681,
0.009910542517900467,
0.011888278648257256,
-0.00023935420904308558,
0.011551480740308762,
-0.00995161384344101,
-0.009991372935473919,
-0.02485092170536518,
0.010854327119886875,
-0.0062071955762803555,
-0.023340512067079544,
-0.0053019411861896515,
-0.007682066410779953,
-0.006586880423128605,
-0.027467554435133934,
-0.022940676659345627,
-0.0005520612467080355,
0.015344537794589996,
0.025967616587877274,
-0.021525371819734573,
-0.017324134707450867,
0.004540015012025833,
-0.023716524243354797,
-0.007478588260710239,
0.021037880331277847,
-0.013487067073583603,
-0.007345433812588453,
0.007617094554007053,
-0.009279971942305565,
-0.002926113083958626,
-0.003824175102636218,
-0.011894418857991695,
-0.01589302346110344,
0.005006530322134495,
-0.03182528167963028,
0.010960654355585575,
-0.007400927133858204,
0.00213508284650743,
-0.008590908721089363,
-0.007932434789836407,
0.006837816443294287,
0.009852079674601555,
-0.01195620745420456,
0.006133824586868286,
-0.013745106756687164,
-0.013877088204026222,
0.011060225777328014,
-0.01693374291062355,
-0.011308301240205765,
-0.014501234516501427,
0.0018451148644089699,
-0.006377218756824732,
-0.005046386271715164,
-0.004141843877732754,
0.0038406564854085445
] | [
0.21577145159244537,
0.03808275982737541,
0.42256808280944824,
0.38182511925697327,
0.2519647777080536,
0.18030418455600739,
-0.3298627734184265,
0.35398581624031067,
-0.4182267487049103,
-0.8151297569274902,
-0.11095195263624191,
0.13164862990379333,
-0.4063577950000763,
0.28113412857055664,
0.022475307807326317,
0.37399041652679443,
0.3559759855270386,
0.17134849727153778,
-0.054558467119932175,
-0.41765549778938293,
-0.6543146967887878,
0.1491861343383789,
0.5434091687202454,
-0.08355449885129929,
-0.03962341696023941,
-0.43071645498275757,
0.0768546462059021,
0.6119619607925415,
0.15665505826473236,
-0.05981547757983208,
0.33555909991264343,
0.05764082074165344,
-0.36820459365844727,
0.2864808142185211,
-0.10203182697296143,
-0.6669365763664246,
0.13999320566654205,
-0.3210553228855133,
-0.12716402113437653,
-0.6009601950645447,
-0.2556486427783966,
0.01910281367599964,
-0.14193271100521088,
0.41853246092796326,
-0.09869217127561569,
-0.27212265133857727,
-1.051229476928711,
0.032365381717681885,
-0.4019222855567932,
-0.10429513454437256,
-0.21557308733463287,
0.10138936340808868,
0.38140958547592163,
0.5987604856491089,
0.010653159581124783,
0.42464306950569153,
-0.30137234926223755,
0.0386308878660202,
-0.05317756533622742,
-0.16686412692070007,
0.672065794467926,
0.32910627126693726,
0.176353320479393,
0.49918827414512634,
0.34399837255477905,
-0.028439916670322418,
0.325477659702301,
-0.2650314271450043,
-0.2226232886314392,
0.2740105092525482,
-0.03825163468718529,
-0.3327561318874359,
-0.0190826915204525,
0.3272852301597595,
-0.7918331623077393,
-0.5183366537094116,
0.1949484646320343,
-0.4472590982913971,
0.02985568158328533,
-0.17982225120067596,
-0.3918948769569397,
0.4310562312602997,
0.25101718306541443,
-0.09201417863368988,
0.4178391993045807,
0.33646953105926514,
-0.6204902529716492,
0.09230577200651169,
-0.4740462601184845,
0.24616189301013947,
0.1366254836320877,
0.05210195481777191,
0.33166536688804626,
0.0655435249209404,
-0.348469078540802,
-0.314134806394577,
0.12674856185913086,
-0.27695393562316895,
0.4269048273563385,
0.10610627382993698,
-0.38455307483673096,
0.11563310027122498,
0.22794599831104279,
-0.48556584119796753,
-0.37734222412109375,
-0.5279263257980347,
-0.24627946317195892,
0.03255271911621094,
0.14003939926624298,
0.24975131452083588,
-0.7345007658004761,
-0.308322548866272,
-0.023185398429632187,
-0.13301126658916473,
-0.21606789529323578,
0.09434835612773895,
-0.43911030888557434,
-0.5269008278846741,
0.179210364818573,
-0.08909334242343903,
-0.12060187011957169,
0.6697976589202881,
0.18317583203315735,
-0.19724306464195251,
-0.03288678079843521,
0.07542779296636581,
0.4701513648033142,
0.21717265248298645,
-0.5927606821060181,
0.3325563073158264,
0.16866759955883026,
0.6121271252632141,
-0.7285420298576355,
0.20922169089317322,
-0.17916253209114075,
-0.3263038098812103,
0.3061191141605377,
0.6523330211639404,
0.5330007076263428,
-0.12752892076969147,
-1.0506484508514404,
-0.6956389546394348,
-0.29316914081573486,
0.03128828853368759,
0.03571852669119835,
-0.005298667121678591,
-0.10463748127222061,
-0.46193283796310425,
-0.4302331805229187,
-0.4757593274116516,
-0.17715154588222504,
0.28624454140663147,
-0.8501818776130676,
0.30639493465423584,
-0.2766836881637573,
0.7658705711364746,
0.35526320338249207,
-0.19786523282527924,
-0.06258143484592438,
0.10901251435279846,
-0.1929570734500885,
-0.10978836566209793,
-0.49649491906166077,
-0.19141452014446259,
-0.20623387396335602,
-0.3378502428531647,
-0.056995876133441925,
0.4180159270763397,
0.1732199639081955,
-0.18671637773513794,
-0.0488765612244606,
-0.31263312697410583,
-0.2199154496192932,
-0.5097829699516296,
-0.39466172456741333,
0.25871792435646057,
0.5256010890007019,
0.07526469230651855,
0.0024468908086419106,
0.11393750458955765,
-0.720282793045044,
0.49712300300598145,
0.24233943223953247,
-0.14594238996505737,
0.13553974032402039,
0.017287855967879295,
0.21214398741722107,
0.16884811222553253,
-0.1257357895374298,
-0.3455321192741394,
-0.0644453689455986,
-0.7166304588317871,
0.18972644209861755,
-0.6330061554908752,
1.0086135864257812,
-0.06099800765514374,
0.23582449555397034,
0.8188620805740356,
-0.21549610793590546,
0.019407344982028008,
0.34573590755462646,
0.40265047550201416,
0.21591167151927948,
-0.7186095714569092,
0.0038777212612330914,
0.15590795874595642,
0.025046495720744133,
0.013883218169212341,
-0.4636731445789337,
-0.1020740270614624,
0.596712052822113,
-0.26020121574401855,
0.27621597051620483,
-0.6517353653907776,
0.6055846214294434,
-0.4234779477119446,
-0.3248099684715271,
0.5816072225570679,
0.09946083277463913,
-0.09590397030115128,
1.0777833461761475,
-0.3411422073841095,
0.08217346668243408,
1.023655891418457,
-0.06720227748155594,
0.33097580075263977,
0.3644915223121643,
0.42354312539100647,
0.36020562052726746,
-0.17036549746990204,
-0.06031486764550209,
-0.4195098578929901,
-0.006682723294943571,
-0.2781406342983246,
0.21395497024059296,
0.11717847734689713,
-0.2484908252954483,
0.17963126301765442,
0.3214453458786011,
0.1044469028711319,
-0.31658023595809937,
0.2507725954055786,
-0.6436483263969421,
0.15420615673065186,
0.0542307011783123,
-0.7422406077384949,
-0.650749683380127,
-0.24669326841831207,
-0.14529606699943542,
-0.2804359793663025,
-0.04231812804937363,
0.07781006395816803,
0.1896553486585617,
-0.437318354845047,
-0.2252441793680191,
-0.1542929708957672,
0.33460772037506104,
0.1965029090642929,
0.08752914518117905,
-0.2499891221523285,
-0.300484299659729,
0.03502326086163521,
-0.394347608089447,
0.44883963465690613,
-0.31211137771606445,
-0.4126986861228943,
-0.6463301777839661,
-0.6876425743103027,
0.5303849577903748,
0.5581246614456177,
0.786673903465271,
-0.2525191605091095,
0.11063587665557861,
-0.023846833035349846,
-0.19520461559295654,
-0.27057939767837524,
0.5045538544654846,
0.7212918996810913,
-0.4796181321144104,
-0.23195090889930725,
0.1646861433982849,
0.5469102263450623,
0.6481884121894836,
-0.7427986264228821,
-0.08680251985788345,
-0.2968602180480957,
0.021772341802716255,
0.02199377305805683,
-0.2673358917236328,
-0.06867315620183945,
0.08753307163715363,
0.09705588966608047,
-0.2576504051685333,
-0.24232298135757446,
0.46192359924316406,
0.7871898412704468,
0.05832629278302193,
0.41764718294143677,
0.22955992817878723,
-0.4498300552368164,
-0.49178680777549744,
0.21964684128761292,
-0.28938230872154236,
-0.15948224067687988,
-0.015259433537721634,
-0.12753526866436005,
-0.3548678159713745,
0.1371919810771942,
-5.983118534088135,
0.0245234202593565,
-0.3105817139148712,
-0.22960209846496582,
0.0391102060675621,
-0.26688867807388306,
0.2832554578781128,
-0.22674007713794708,
0.18438510596752167,
0.022947916761040688,
0.07260396331548691,
0.2692870795726776,
0.40026238560676575,
0.4399840533733368,
-0.03010985068976879,
0.6656517386436462,
0.6836272478103638,
0.265031099319458,
0.4262431859970093,
0.0510982908308506,
-0.09158017486333847,
-0.6400225758552551,
0.2901611030101776,
0.3712084889411926,
0.28133460879325867,
-0.209825798869133,
-0.9009405970573425,
0.0856773853302002,
-0.6659367680549622,
0.00323672778904438,
0.02424037642776966,
-0.5831804871559143,
0.18902336061000824,
-0.2812946140766144,
0.6399362683296204,
-0.6758350729942322,
0.4271685779094696,
0.43216434121131897,
0.3432035446166992,
-0.4222490191459656,
-0.11728369444608688,
0.3969759941101074,
0.12897759675979614,
-0.40065544843673706,
-0.1789972335100174,
-0.649085521697998,
-0.29082053899765015,
0.10465569794178009,
0.0542849525809288,
1.0315908193588257,
0.07283681631088257,
0.3516572117805481,
0.7752825021743774,
-0.10409769415855408,
0.2323068380355835,
-0.33576443791389465,
0.09970946609973907,
-0.1766025274991989,
-0.18576283752918243,
0.13794463872909546,
0.10855817794799805,
0.06122651696205139,
0.04389598220586777,
-0.7138893604278564,
-0.18598061800003052,
0.7781992554664612,
-0.6646894812583923,
-0.40185388922691345,
0.33027344942092896,
0.1334097534418106,
-0.6904435157775879,
0.15146620571613312,
0.19673575460910797,
-0.14193245768547058,
0.5596771836280823,
-0.7118592262268066,
0.5413554906845093,
0.5016586780548096,
0.22179314494132996,
0.0015231918077915907,
0.12912285327911377,
-0.13850685954093933,
-0.373829185962677,
-0.3777749240398407,
0.24787147343158722,
-0.30734068155288696,
0.16067761182785034,
-0.17768527567386627,
-0.21483103930950165,
0.4041571617126465,
1.0213161706924438,
-0.49343404173851013,
0.6725086569786072,
0.7792642712593079,
0.5513280630111694,
-0.029494313523173332,
0.007847471162676811,
0.411078542470932,
0.6747491359710693,
-0.960540771484375,
0.7538779973983765,
0.1557721346616745,
-0.2821494936943054,
-0.31922978162765503,
-0.2662353217601776,
-0.10216841846704483,
0.15281397104263306,
0.05956847593188286,
0.8309061527252197,
-0.12987715005874634,
0.08267770707607269,
0.0244460292160511,
-0.19426648318767548,
-0.868343710899353,
0.07986177504062653,
0.08832840621471405,
-0.3066963851451874,
0.39695364236831665,
0.05469529330730438,
-0.1239696517586708,
0.27457669377326965,
0.2666521668434143,
0.19244146347045898,
0.21653985977172852,
-0.25446340441703796,
0.6091597080230713,
-0.10263567417860031,
0.7270253300666809,
0.01540623139590025,
-0.48929235339164734,
0.5326191186904907,
0.2556726932525635,
0.20991086959838867,
-0.34877246618270874,
-0.0018082230817526579,
-0.34945347905158997,
0.024732181802392006,
-0.13552357256412506,
0.24860478937625885,
-0.30825039744377136,
0.06620201468467712,
0.3389758765697479,
-0.14232885837554932,
-0.48711493611335754,
0.4263506233692169,
0.30445757508277893,
-0.6333476305007935,
-0.057443395256996155,
0.2918620705604553,
-0.2653304934501648,
0.12243016809225082,
-0.7468621134757996,
-0.05518866330385208,
0.20661455392837524,
-0.5749383568763733,
-0.46853575110435486,
0.38868236541748047,
-0.06254632771015167,
-0.05162391811609268,
-0.37407535314559937,
0.8181350827217102,
-0.10641134530305862,
-0.5530556440353394,
0.2531985342502594,
0.09780539572238922,
0.3388831913471222,
-0.07428591698408127,
-0.5160161852836609,
-0.33673450350761414,
0.3330000936985016,
-0.038584381341934204,
-0.4066811800003052,
-0.2724907696247101,
0.04785122349858284,
0.24470826983451843,
0.1102297306060791,
-0.19237129390239716,
0.18867909908294678,
0.24058784544467926,
0.3325352966785431,
-0.20344994962215424,
-0.18070077896118164,
-0.32734617590904236,
0.43577811121940613,
-0.02810588851571083,
0.18566645681858063,
-0.10237639397382736,
0.381745845079422,
-0.10767248272895813,
-0.31166598200798035,
0.3134041130542755,
0.06344904750585556,
0.2072198987007141,
0.08736632019281387,
0.3323109447956085,
-0.7031129598617554,
0.05727498605847359,
0.12904280424118042,
-0.30612900853157043,
-0.08610258996486664,
0.06743429601192474,
0.42929738759994507,
-0.26113611459732056,
0.2976418435573578,
0.17079442739486694,
-0.08654598891735077,
0.24782098829746246,
-0.10143529623746872,
0.42464327812194824,
0.057711321860551834,
-0.6160218715667725,
-0.5353176593780518,
-0.17647580802440643,
0.2891342043876648,
-0.5450435280799866,
0.384267657995224,
0.2716132402420044,
-0.03172127529978752,
-0.49328699707984924,
-0.37253350019454956,
0.06857339292764664,
-0.04677831009030342,
-0.7578849792480469,
-0.4617309272289276,
-0.4486593008041382,
0.760488748550415,
0.519995927810669,
-0.7077504396438599,
-0.4314177632331848,
-0.16616512835025787,
-0.5396071672439575,
0.037889301776885986,
0.4274580478668213,
0.16539166867733002,
-0.18780440092086792,
-0.2654891014099121,
-0.2050587385892868,
-0.31776654720306396,
0.06254418939352036,
0.2955794930458069,
-0.3916652202606201,
1.0588256120681763,
-0.1675182431936264,
-0.7159318327903748,
-0.3126365840435028,
0.7285780310630798,
0.7060547471046448,
-0.6057485938072205,
-0.3853343725204468,
-0.45201873779296875,
0.021485857665538788,
-0.7117868065834045,
-0.8747979402542114,
0.08763016760349274,
0.6109131574630737,
0.11190996319055557,
-0.5752997994422913,
0.10928704589605331,
0.1192389726638794,
0.14019715785980225,
-0.48258176445961,
-0.20520082116127014,
-0.01995191164314747,
-0.40952354669570923,
0.09892497211694717,
-0.05881999805569649,
-0.4868757128715515,
-0.2639878988265991,
-0.059551578015089035,
-0.45756638050079346,
0.6177792549133301,
0.0029019005596637726,
0.5092000961303711,
-0.04865851253271103,
0.8491290807723999,
-0.2466495782136917,
0.10284461081027985,
-0.05584913492202759,
0.3834179639816284,
0.36181747913360596,
-0.3968260586261749,
-0.35108885169029236,
-0.03482237830758095,
-0.05002767965197563,
0.229908749461174,
-0.1692652553319931,
0.3100709319114685,
0.10525067150592804,
-0.14570410549640656,
-0.09266296774148941,
0.14624352753162384,
-0.06966698169708252,
-0.515099048614502,
-0.09756574034690857,
-0.4952453374862671,
0.06187283992767334,
0.20802871882915497,
0.4607745110988617,
0.4029676616191864,
0.08081096410751343,
-0.4029369056224823,
0.27560076117515564,
0.33458828926086426,
-0.7368507385253906,
0.4074946343898773,
0.0702614039182663,
0.3336840271949768,
-0.43883469700813293,
0.1237219050526619,
0.12822014093399048,
0.8438547253608704,
-0.2438437044620514,
0.05836116522550583,
1.0124752521514893,
-0.1043231338262558,
-0.055038392543792725,
0.06828512251377106,
-0.3711969554424286,
0.8319574594497681,
0.15250074863433838,
-0.19746077060699463,
0.26196053624153137,
-0.16698123514652252,
-0.1738370656967163,
-0.20710822939872742,
0.6472306847572327,
-0.5972540974617004,
-0.5456748008728027,
-0.43318191170692444,
0.1850341260433197,
0.7348260879516602,
0.5535903573036194,
-0.20888280868530273,
0.17185303568840027,
0.24077388644218445,
-0.3148825466632843,
0.07124729454517365,
-0.47756028175354004,
-0.25985392928123474,
0.3434566259384155,
0.5705817341804504,
0.07699934393167496,
-0.22822615504264832,
0.036057811230421066,
-0.05707709863781929,
0.8454685211181641,
0.41543883085250854,
0.48709768056869507,
-0.22814224660396576,
0.442306250333786,
0.031641799956560135,
0.27237528562545776,
0.30903148651123047,
0.1174837201833725,
-0.2246372252702713,
-0.08420990407466888,
0.16358637809753418,
-0.19395090639591217,
0.27688395977020264,
0.2650991976261139,
0.24659724533557892,
1.0164694786071777,
0.013120033778250217,
0.052752476185560226,
-0.2811524569988251,
-0.08728677034378052,
0.1060735359787941,
-0.6313813924789429,
0.28994736075401306,
0.031548161059617996,
-0.42546096444129944,
0.25010427832603455,
-0.5287132263183594,
0.14681987464427948,
-0.4598541259765625,
-0.03730153292417526,
0.20451073348522186,
0.678788423538208,
-0.005895289592444897,
0.3253892660140991,
-0.16363093256950378,
0.02337537333369255,
0.10182276368141174,
-0.49132856726646423,
-0.1976318508386612,
0.03821983560919762,
-0.4015899896621704,
0.2230851650238037,
0.557541012763977,
0.21352043747901917,
-0.17777296900749207,
-0.4048820436000824,
-0.20616616308689117,
0.25825899839401245,
0.048427242785692215,
0.16375693678855896,
-0.6051594614982605,
0.4586212635040283,
0.341111421585083,
0.21652373671531677,
-0.216088205575943,
0.4159143269062042,
-0.22248460352420807,
0.25542914867401123,
-0.1654430329799652,
-0.19907604157924652,
-0.5137243270874023,
-0.14393694698810577,
-0.3264611065387726,
-0.035372521728277206,
0.2511073648929596,
0.23193761706352234,
-0.3661468029022217,
-0.02206912823021412,
0.4541201889514923,
0.6307511925697327,
0.21032503247261047,
-0.20287220180034637,
0.15945284068584442,
-0.27676650881767273,
-0.37322407960891724,
0.07858628034591675,
-0.05501207336783409,
-0.37888792157173157,
0.5697708129882812,
-0.28146684169769287,
0.051747579127550125,
0.6740560531616211,
-0.5052282214164734,
0.9814051389694214,
0.12106462568044662,
-0.17714636027812958,
-0.7613986730575562,
0.003373284824192524,
-0.26277825236320496,
0.4082637131214142,
0.1320616900920868,
0.0067795515060424805,
0.004678850527852774,
-0.17347140610218048,
0.11598501354455948,
-0.10516777634620667,
-0.15614192187786102,
0.4794121980667114,
0.015507666394114494,
-0.5269559621810913,
0.23547545075416565,
-0.10014161467552185,
-0.9608593583106995,
1.0050580501556396,
-0.012096674181520939,
-0.31622830033302307,
0.7625485062599182,
-0.2621219754219055,
-0.13180246949195862,
0.011733531020581722,
-0.07905321568250656,
-0.34102171659469604,
0.2262997031211853,
-0.2353537231683731
] |
Cross-domain learning methods have shown promising results by leveraging labeled patterns from auxiliary domains to learn a robust classifier for target domain, which has a limited number of labeled samples. To cope with the tremendous change of feature distribution between different domains in video concept detection, we propose a new cross-domain kernel learning method. Our method, referred to as Domain Transfer SVM (DTSVM), simultaneously learns a kernel function and a robust SVM classifier by minimizing both the structural risk functional of SVM and the distribution mismatch of labeled and unlabeled samples between the auxiliary and target domains. Comprehensive experiments on the challenging TRECVID corpus demonstrate that DTSVM outperforms existing cross-domain learning and multiple kernel learning methods. | [
-0.0022565298713743687,
0.00732147041708231,
-0.00995934009552002,
0.0034588389098644257,
0.015094788745045662,
-0.017971891909837723,
0.010023597627878189,
0.02809896506369114,
-0.009937852621078491,
0.02568766102194786,
-0.010713430121541023,
0.014874390326440334,
0.01149994321167469,
0.023368587717413902,
0.008376567624509335,
-0.012104847468435764,
-0.0017923485720530152,
0.00613939156755805,
0.008839700371026993,
0.006395264063030481,
0.017428338527679443,
0.01876613311469555,
0.009060106240212917,
0.009952305816113949,
-0.010931865312159061,
0.009443099610507488,
-0.034770652651786804,
-0.006724636536091566,
-0.003135542618110776,
-0.004197579342871904,
-0.036399319767951965,
0.008720922283828259,
-0.014294380322098732,
0.017705360427498817,
-0.018276037648320198,
-0.006526954472064972,
-0.011829165741801262,
0.020687788724899292,
0.005139316897839308,
-0.005221733823418617,
-0.007757934741675854,
-0.012396190315485,
0.005920915864408016,
0.0075103105045855045,
-0.00983550027012825,
-0.018380675464868546,
-0.008606452494859695,
0.005923024378716946,
-0.0137429628521204,
0.007433678023517132,
-0.015243620611727238,
-0.001971232006326318,
0.004038534127175808,
0.007350613363087177,
-0.0055279238149523735,
-0.028406959027051926,
0.015273348428308964,
-0.01058071106672287,
-0.011268028058111668,
-0.01906759664416313,
-0.03152373805642128,
0.01052865944802761,
0.002727856393903494,
-0.05817822366952896,
0.02959561161696911,
-0.06737969815731049,
0.04375440627336502,
0.015570539981126785,
0.003479840699583292,
0.00923264678567648,
0.021512947976589203,
0.005344131495803595,
-0.011344095692038536,
-0.006866627372801304,
-0.003968380391597748,
0.03340516611933708,
-0.009965470060706139,
0.002071566879749298,
0.009167719632387161,
0.0050602322444319725,
0.01450791023671627,
-0.008148430846631527,
0.0020489105954766273,
0.0051374780014157295,
0.011870506219565868,
0.014531238004565239,
-0.005960620474070311,
-0.001095675164833665,
0.009079383686184883,
0.014042805880308151,
0.0033902092836797237,
-0.02156910113990307,
-0.011831573210656643,
0.010641069151461124,
-0.009470607154071331,
-0.0055154962465167046,
0.005621333606541157,
-0.004677841905504465,
0.011180367320775986,
-0.011438470333814621,
-0.013803647831082344,
0.021465279161930084,
0.018562892451882362,
0.011128999292850494,
0.00561666302382946,
0.01016151625663042,
0.019377609714865685,
0.0023416108451783657,
-0.02545277029275894,
0.010071183554828167,
-0.006437355186790228,
0.01978500559926033,
-0.02153122052550316,
0.03440583497285843,
-0.004878647159785032,
-0.007880707271397114,
0.009632913395762444,
-0.030257225036621094,
0.01532609760761261,
-0.002439776435494423,
-0.013070675544440746,
-0.017147822305560112,
0.001590814907103777,
-0.013353568501770496,
0.01300900336354971,
0.024051737040281296,
-0.03084917552769184,
0.010365951806306839,
0.019670642912387848,
0.0006137518212199211,
-0.011343926191329956,
0.0040723904967308044,
0.036973435431718826,
0.002027143957093358,
-0.011166405864059925,
-0.007702546659857035,
-0.018403062596917152,
-0.016750534996390343,
0.009101436473429203,
-0.006591457407921553,
0.021763231605291367,
0.007321299985051155,
0.0021878855768591166,
0.00871098879724741,
0.020800277590751648,
-0.007669608108699322,
-0.012903813272714615,
0.008136709220707417,
-0.020256536081433296,
-0.014715348370373249,
-0.008236799389123917,
-0.021412599831819534,
-0.012819210067391396,
-0.008623006753623486,
-0.016572102904319763,
-0.020406369119882584,
-0.0038687323685735464,
0.008498813025653362,
-0.0016429579118266702,
-0.026415515691041946,
-0.009370500221848488,
-0.014857588335871696,
0.025612587109208107,
0.008263600058853626,
-0.009611652232706547,
0.013312391936779022,
0.012029588222503662,
0.007012421265244484,
-0.028429139405488968,
0.0071535874158144,
-0.010407498106360435,
-0.0058625927194952965,
-0.0062927743420004845,
0.008243883028626442,
0.01175761129707098,
0.002016281709074974,
0.03577642887830734,
0.0045732734724879265,
-0.031144404783844948,
0.0676971822977066,
-0.011251278221607208,
-0.00785968080163002,
-0.002271411009132862,
0.0018749814480543137,
0.03155217319726944,
-0.01353509072214365,
0.0022898565512150526,
-0.008633872494101524,
0.004718251526355743,
-0.03872377797961235,
-0.011854581534862518,
-0.026709239929914474,
0.01456543244421482,
0.0005863410187885165,
-0.005023971665650606,
0.0022200176026672125,
0.00011766538955271244,
-0.024951696395874023,
0.006288161966949701,
0.04161309078335762,
0.005758775398135185,
-0.020287875086069107,
0.0050438158214092255,
0.0031015723943710327,
-0.003914135508239269,
0.014438639394938946,
0.03872240334749222,
0.02443918213248253,
-0.011507496237754822,
-0.01134528312832117,
0.023306386545300484,
0.021652426570653915,
-0.003494605887681246,
-0.014820495620369911,
0.00024193618446588516,
-0.018352078273892403,
-0.005188886076211929,
0.042843542993068695,
0.022651521489024162,
-0.011089113540947437,
-0.003247285960242152,
-0.007488515228033066,
-0.0011935452930629253,
-0.0024178572930395603,
0.05197536200284958,
-0.003950175829231739,
-0.01854424551129341,
0.010758685879409313,
-0.03339098393917084,
0.003743317909538746,
0.0017054300988093019,
-0.0359627828001976,
-0.013243173249065876,
0.022235922515392303,
-0.013292399235069752,
0.004804033320397139,
0.011894241906702518,
-0.0003442959859967232,
0.017557211220264435,
-0.016325561329722404,
-0.019515404477715492,
-0.005411948077380657,
0.0027070841751992702,
-0.011110682040452957,
-0.002754907589405775,
0.034835606813430786,
0.004633431788533926,
-0.01391514204442501,
-0.04415708780288696,
-0.004656107164919376,
0.007579313591122627,
0.028954632580280304,
0.011485172435641289,
-0.013736382126808167,
0.010204203426837921,
-0.00721337553113699,
0.013917934149503708,
0.009382237680256367,
0.019602330401539803,
0.002570062642917037,
0.0010037190513685346,
0.005957322660833597,
-0.04843313992023468,
-0.016901055350899696,
0.0278951283544302,
0.0360494926571846,
-0.007308477070182562,
0.013836974278092384,
-0.00015892961528152227,
-0.0012361740227788687,
0.007314224261790514,
-0.010923529043793678,
-0.008750248700380325,
-0.08083785325288773,
-0.004304786212742329,
0.02229737862944603,
-0.00041424576193094254,
0.011367632076144218,
-0.020817089825868607,
0.008029510267078876,
-0.005011583212763071,
-0.02270626090466976,
0.006058276165276766,
0.005867907777428627,
0.021727651357650757,
-0.018761541694402695,
0.0067547089420259,
0.02287832275032997,
-0.021500088274478912,
0.019581833854317665,
-0.020183786749839783,
-0.006332826800644398,
-0.024761300534009933,
-0.0035674995742738247,
-0.02097240835428238,
0.013475805521011353,
0.006640625186264515,
-0.007923110388219357,
0.02632623165845871,
0.02078455314040184,
-0.014848971739411354,
-0.013674025423824787,
-0.01130784209817648,
0.007529628463089466,
-0.011819704435765743,
-0.02072814851999283,
-0.011237608268857002,
0.006447101943194866,
-0.0015482758171856403,
-0.002513136947527528,
-0.005093383602797985,
-0.004691270180046558,
0.04173191636800766,
0.0032804179936647415,
-0.0012452286900952458,
-0.019994549453258514,
0.003480692161247134,
-0.009611733257770538,
0.014081298373639584,
-0.004656266886740923,
0.02513427473604679,
0.016493957489728928,
-0.01957011967897415,
0.039411760866642,
0.0027292477898299694,
0.0010237109381705523,
0.004654403310269117,
-0.011316508054733276,
-0.03990893065929413,
-0.01026214100420475,
0.04054592549800873,
-0.009075644426047802,
-0.008816500194370747,
0.006983079016208649,
-0.028528783470392227,
0.011049946770071983,
0.002779750619083643,
-0.0028409529477357864,
0.010443514212965965,
0.008169201202690601,
-0.0072274720296263695,
-0.008207648061215878,
0.0017766306409612298,
0.017586220055818558,
-0.0016379225999116898,
-0.027554862201213837,
0.0016890615224838257,
-0.018273133784532547,
-0.0159620214253664,
-0.0166925061494112,
-0.008181395009160042,
0.018959632143378258,
-0.027858683839440346,
-0.03573299199342728,
0.019336801022291183,
-0.00906471349298954,
0.002218428999185562,
-0.03075217828154564,
0.02277388982474804,
0.00876433216035366,
0.020497126504778862,
0.005052559077739716,
-0.008700934238731861,
0.017280245199799538,
-0.038656022399663925,
0.0005758339539170265,
0.006082608364522457,
0.005477210506796837,
-0.02653668075799942,
-0.011596135795116425,
0.0037265154533088207,
0.009129492565989494,
0.009293458424508572,
0.01812085695564747,
-0.008270541206002235,
0.0009611602872610092,
-0.009985236451029778,
-0.023752344772219658,
0.007969054393470287,
-0.009058132767677307,
0.00045746471732854843,
0.028848789632320404,
-0.0031063822098076344,
-0.038964882493019104,
-0.004240849055349827,
-0.01063811220228672,
0.0028681906405836344,
0.01630430668592453,
0.0035389643162488937,
-0.02082325890660286,
-0.0411195270717144,
0.07266242057085037,
0.025064121931791306,
0.006054147146642208,
0.0007329637883231044,
-0.011647996492683887,
-0.031233113259077072,
-0.019815800711512566,
-0.003816586919128895,
-0.013799022883176804,
-0.0006684791296720505,
0.0084070460870862,
0.006803161930292845,
-0.01644512265920639,
-0.011149104684591293,
-0.028298500925302505,
0.00006424193270504475,
-0.010991006158292294,
-0.0006497949361801147,
-0.005023302510380745,
0.0014911876060068607,
0.009314894676208496,
-0.013305611908435822,
-0.018676556646823883,
0.030771560966968536,
-0.015192538499832153,
-0.02957223542034626,
0.001820530742406845,
-0.014035851694643497,
0.0022124038077890873,
0.009619337506592274,
0.01641707867383957,
-0.030790211632847786,
-0.005598006770014763,
0.01975361257791519,
0.009685150347650051,
0.009484345093369484,
0.006563744507730007,
0.008697999641299248,
0.007316150702536106,
0.0004708329797722399,
-0.0013126563280820847,
-0.01590803638100624,
0.010885238647460938,
0.010632961988449097,
0.00915263406932354,
-0.021093828603625298,
-0.016054153442382812,
-0.0076447478495538235,
-0.01964331790804863,
-0.025799743831157684,
-0.00839768536388874,
0.0017025794368237257,
0.01218879409134388,
0.02218346856534481,
0.0069737727753818035,
-0.015158145688474178,
-0.005051539279520512,
0.01883760094642639,
-0.02169870398938656,
0.0060338047333061695,
0.016952387988567352,
-0.0069832406006753445,
0.0038956482894718647,
-0.024639494717121124,
-0.0012892663944512606,
-0.028025701642036438,
0.018910665065050125,
0.007275523152202368,
-0.033142950385808945,
-0.02616988494992256,
-0.015258770436048508,
-0.016903135925531387,
0.004520931746810675,
-0.003998367115855217,
-0.022929303348064423,
-0.02385484240949154,
-0.017621012404561043,
0.005653419531881809,
-0.01366630382835865,
-0.0010854355059564114,
0.004576978273689747,
-0.03130154311656952,
-0.013976141810417175,
-0.01586414873600006,
-0.02031397446990013,
0.034696899354457855,
-0.00768337631598115,
-0.07387605309486389,
0.020477909594774246,
0.0018985469359904528,
-0.006468695588409901,
0.013844897970557213,
0.008585453033447266,
-0.0017121576238423586,
0.00977408792823553,
0.017665274441242218,
-0.009347453713417053,
0.007699431851506233,
0.008826044388115406,
-0.011567865498363972,
-0.00550951948389411,
0.008036741055548191,
-0.005550793372094631,
-0.00776104349642992,
0.005325156729668379,
-0.023538246750831604,
0.005567900836467743,
-0.025408003479242325,
0.008114973083138466,
-0.0019438592717051506,
0.004644077271223068,
-0.003656840417534113,
-0.08171555399894714,
-0.0069613768719136715,
-0.0173800066113472,
-0.01808362454175949,
-0.01593969017267227,
-0.027846334502100945,
0.03556697815656662,
-0.029183093458414078,
0.02053922973573208,
-0.01098428014665842,
0.0025351052172482014,
-0.010724746622145176,
-0.008960099890828133,
0.006192113272845745,
-0.01105653215199709,
-0.0062143849208951,
0.020228132605552673,
-0.03630807250738144,
0.01750904694199562,
-0.008558563888072968,
0.035542212426662445,
-0.015063706785440445,
-0.005913690663874149,
-0.008984530344605446,
-0.013397657312452793,
-0.0008757999166846275,
-0.015136094763875008,
0.015358222648501396,
-0.012479018419981003,
-0.024196429178118706,
0.0499548502266407,
-0.00030673667788505554,
-0.011056650429964066,
-0.01100524328649044,
0.006844998337328434,
-0.015964657068252563,
-0.00995074026286602,
0.014069698750972748,
-0.01544641051441431,
-0.02745048515498638,
-0.00640298193320632,
0.023811250925064087,
-0.0017600487917661667,
0.0014432587195187807,
-0.012797168456017971,
-0.017871366813778877,
0.00731706153601408,
-0.004932796116918325,
0.0015602661296725273,
-0.01984749361872673,
-0.004829480312764645,
-0.006111092399805784,
0.006959869060665369,
0.0004141255049034953,
-0.0139140784740448,
0.020511731505393982,
-0.0023105868604034185,
0.03247009962797165,
-0.0035833469592034817,
0.01033343281596899,
-0.015647457912564278,
-0.0034086229279637337,
0.000538330408744514,
0.07288472354412079,
-0.02145691215991974,
0.01802528277039528,
-0.035309456288814545,
-0.018479738384485245,
0.0033135798294097185,
-0.035284560173749924,
-0.004421972669661045,
-0.001095052226446569,
-0.008484448306262493,
-0.008173594251275063,
0.007840986363589764,
-0.0008628129726275802,
0.00928337499499321,
0.015176735818386078,
-0.02129209041595459,
0.025263924151659012,
0.021732572466135025,
0.015326088294386864,
0.010311136022210121,
-0.020033659413456917,
-0.009181603789329529,
-0.025153009220957756,
0.05098196864128113,
0.00525764562189579,
0.013037016615271568,
-0.0173039510846138,
-0.01021252665668726,
-0.006384630687534809,
0.009963538497686386,
0.0004291641525924206,
0.012055016122758389,
0.008040903136134148,
0.019188199192285538,
0.01963038183748722,
-0.005673680454492569,
0.019450057297945023,
0.007311609573662281,
0.0052548679523169994,
0.01698685623705387,
0.008214302361011505,
0.010387388058006763,
-0.006679242476820946,
-0.0033666493836790323,
0.011514018289744854,
-0.019361140206456184,
0.01867247372865677,
0.009052644483745098,
0.03262573108077049,
0.0076046413742005825,
0.04355902969837189,
0.004193280357867479,
0.01333888154476881,
-0.004135765600949526,
0.012183818966150284,
0.006397457327693701,
-0.022680096328258514,
0.008007115684449673,
-0.01362590305507183,
0.027742106467485428,
0.0073649343103170395,
-0.012683657929301262,
-0.012813344597816467,
-0.0019040267216041684,
0.012317350134253502,
-0.029911361634731293,
-0.018474433571100235,
-0.01901152729988098,
-0.013774929568171501,
0.016447532922029495,
0.008169829845428467,
-0.009959368966519833,
0.008294321596622467,
-0.016682464629411697,
0.011090836487710476,
0.02392914518713951,
-0.009057405404746532,
0.008164338767528534,
0.014920970425009727,
0.01175526063889265,
-0.008806394413113594,
0.000029709655791521072,
-0.03388801962137222,
0.0018358784727752209,
0.01633911021053791,
0.0007301471196115017,
-0.0316326804459095,
0.023374732583761215,
-0.0033392454497516155,
0.01584695279598236,
0.04358946904540062,
0.013470016419887543,
0.005949844606220722,
-0.010801607742905617,
0.007023353595286608,
0.03151518478989601,
-0.006980971433222294,
0.0015320146922022104,
0.01051716972142458,
0.02566196769475937,
0.033160559833049774,
0.018138714134693146,
-0.0069334013387560844,
-0.004511734005063772,
-0.04642795771360397,
-0.005222797859460115,
0.016366230323910713,
0.0002254336141049862,
-0.016887469217181206,
0.005233020521700382,
-0.008309094235301018,
0.003759313840419054,
0.024849165230989456,
-0.019510501995682716,
-0.008624824695289135,
-0.0009912651730701327,
-0.006930628791451454,
0.02736823260784149,
-0.023175902664661407,
-0.00831779558211565,
0.020657483488321304,
0.006784497760236263,
0.0011596172116696835,
0.03452618420124054,
-0.005363700911402702,
-0.0036259787157177925,
-0.007447118870913982,
0.0028443201445043087,
-0.010356253944337368,
-0.019702715799212456,
0.01877705752849579,
-0.020594535395503044,
0.018055006861686707,
0.0002725105732679367,
0.018174927681684494,
-0.01910795271396637,
0.0004060058854520321,
-0.011351563036441803,
0.006518160458654165,
-0.03125087171792984,
0.003867891151458025,
-0.00613426323980093,
0.006713333074003458,
-0.02210541069507599,
0.0074531687423586845,
-0.022670799866318703,
0.020781073719263077,
0.0025941405910998583,
-0.0019063213840126991,
0.008283850736916065,
0.013443561270833015,
0.014373848214745522,
-0.014561979100108147,
-0.007096016779541969,
0.01053912378847599,
0.0167224258184433,
0.008282904513180256,
0.029949989169836044,
0.008381510153412819,
0.016501575708389282,
-0.0463944636285305,
0.0022433940321207047,
0.018507203087210655,
0.02713070623576641,
0.005910792853683233,
0.03299086540937424,
-0.03283047676086426,
-0.01671409234404564,
-0.023720942437648773,
0.01063836831599474,
-0.011032359674572945,
-0.018448347225785255,
-0.022554967552423477,
-0.000001944834366440773,
-0.037007398903369904,
-0.012049469165503979,
-0.02479865774512291,
-0.012184668332338333,
-0.020051877945661545,
0.017124271020293236,
-0.004498801194131374,
-0.029179994016885757,
0.010081378743052483,
-0.012080088257789612,
-0.0024963091127574444,
0.005849598906934261,
-0.0064827799797058105,
-0.01355995424091816,
-0.016316484659910202,
-0.018232181668281555,
-0.0006368532776832581,
-0.022766903042793274,
0.009606974199414253,
0.012968473136425018,
0.005820249207317829,
-0.008439166471362114,
0.0065103513188660145,
0.03501936048269272,
0.0005927900783717632,
0.0015778013039380312,
-0.015607615932822227,
-0.03253895416855812
] | [
0.006003448739647865,
-0.3800678849220276,
0.6533962488174438,
0.4943462014198303,
-0.18381716310977936,
0.027026671916246414,
-0.2840992212295532,
-0.11120600253343582,
-0.08306684345006943,
-0.9616156220436096,
0.07936376333236694,
0.48231154680252075,
-0.3104594945907593,
0.519560694694519,
0.20921503007411957,
0.7584893703460693,
0.16930100321769714,
0.26017045974731445,
-0.4171401560306549,
-0.8151067495346069,
-0.23021213710308075,
-0.1891978234052658,
0.3885401487350464,
0.16978536546230316,
-0.11090504378080368,
0.4299440383911133,
0.4860503375530243,
0.5594145655632019,
0.298851877450943,
-0.14699691534042358,
0.5850169658660889,
0.3949720561504364,
-0.6941373944282532,
-0.06127535179257393,
0.05765128880739212,
-0.04680968448519707,
0.014109622687101364,
-0.02894803136587143,
0.11099772900342941,
-0.34812894463539124,
0.13521666824817657,
-0.18699850142002106,
-0.35476991534233093,
0.19871075451374054,
0.08998457342386246,
-0.8980780243873596,
-1.4320467710494995,
-0.15112829208374023,
-0.4169471263885498,
-0.35682228207588196,
-0.2763414978981018,
0.5297768115997314,
0.16072311997413635,
0.2476557493209839,
-0.3317233920097351,
0.3241359293460846,
0.04676777496933937,
-0.7060769200325012,
0.6876932382583618,
-0.2444428652524948,
-0.055507827550172806,
-0.14432641863822937,
-0.20643405616283417,
0.32519784569740295,
-0.4983053505420685,
0.3918018639087677,
0.30683231353759766,
-0.36180391907691956,
-0.5982847809791565,
-0.5258870124816895,
0.4577701985836029,
-0.4375612735748291,
-0.1259840726852417,
0.5815091133117676,
-0.2427726835012436,
0.02523462101817131,
0.08911856263875961,
-0.5043762922286987,
0.3188680112361908,
-0.27958548069000244,
-0.4951618015766144,
0.08256003260612488,
0.06208169087767601,
-0.09379985928535461,
0.7944183945655823,
0.5202122330665588,
-0.06304960697889328,
0.572536051273346,
-0.8593482375144958,
0.7099986672401428,
-0.2816829979419708,
-0.8439223170280457,
0.02123824693262577,
0.296404629945755,
0.7684930562973022,
0.34989702701568604,
0.2985118627548218,
-0.21828724443912506,
0.4788728654384613,
0.30427810549736023,
-0.28392040729522705,
-0.032668426632881165,
-0.2113380879163742,
-0.23120014369487762,
-0.47916895151138306,
-0.5872121453285217,
-0.8337910771369934,
-0.8932974934577942,
-0.8933234214782715,
0.052176546305418015,
-0.7729242444038391,
0.5851622223854065,
0.038890331983566284,
-0.0958007350564003,
-0.03972981125116348,
-0.1491224467754364,
0.09424019604921341,
-0.3874795734882355,
0.040527090430259705,
0.6575093865394592,
-0.3974934220314026,
1.2700533866882324,
-0.2470332682132721,
0.5351064205169678,
0.2309478223323822,
0.13525840640068054,
0.5749901533126831,
0.3650916814804077,
-0.5383260250091553,
0.047789741307497025,
0.7068037986755371,
0.8409774303436279,
0.25929293036460876,
0.20825812220573425,
-0.3103904128074646,
-0.43637919425964355,
0.33964288234710693,
-0.18446780741214752,
-0.5512217283248901,
-0.1732829362154007,
-0.4823448061943054,
-0.6086267232894897,
-0.1231474056839943,
-0.16030989587306976,
0.3330163061618805,
-0.13555680215358734,
0.08599570393562317,
-0.37474220991134644,
-0.33393052220344543,
-0.3261943459510803,
-0.319606214761734,
0.26221343874931335,
-0.7886379361152649,
-0.0638967975974083,
-0.1404736042022705,
0.864690363407135,
-0.028920341283082962,
0.05779422074556351,
-0.04045385494828224,
0.3359173834323883,
0.08922065794467926,
0.08819236606359482,
-0.8889031410217285,
-0.28337472677230835,
-0.09941384941339493,
-0.7876443862915039,
0.21817897260189056,
0.4801097512245178,
-0.003979071043431759,
-0.12571239471435547,
-0.09818526357412338,
-0.16574876010417938,
-0.4782944619655609,
-0.7200393676757812,
-0.11588254570960999,
0.23089760541915894,
0.36863431334495544,
0.22207525372505188,
0.5992816686630249,
0.006629971321672201,
-0.8243786692619324,
-0.24781449139118195,
-0.011587628163397312,
-0.014007617719471455,
-0.4181119203567505,
0.49893057346343994,
0.6490742564201355,
-0.44442033767700195,
-0.31839674711227417,
0.13438579440116882,
-0.5366071462631226,
-0.05232394486665726,
0.16717863082885742,
-0.9194054007530212,
1.4258116483688354,
0.2293369024991989,
-0.39554867148399353,
1.0661144256591797,
-0.4949922263622284,
0.2511592209339142,
-0.27056407928466797,
-0.06016107276082039,
0.25935083627700806,
-0.5806739926338196,
-0.6692004799842834,
-0.14198976755142212,
-0.29521748423576355,
-0.02666667103767395,
-0.6121971607208252,
-0.031333740800619125,
0.3136482238769531,
-0.3404778838157654,
-0.21111123263835907,
-0.13218890130519867,
0.33992820978164673,
0.40992963314056396,
-0.38170307874679565,
0.03703518956899643,
0.22354616224765778,
0.0376269593834877,
0.7479312419891357,
-0.7623587846755981,
0.46376994252204895,
0.7596414685249329,
-0.12233685702085495,
0.3885122239589691,
0.46830588579177856,
0.7995443940162659,
1.2186927795410156,
-0.7376043796539307,
0.0004981529782526195,
-0.310531884431839,
0.3206527829170227,
-0.34749141335487366,
-0.19739291071891785,
-0.011595220305025578,
0.3229660987854004,
-0.45603305101394653,
0.049605485051870346,
-0.044656265527009964,
-0.09297671169042587,
0.5725548267364502,
-0.0653928816318512,
0.11362124234437943,
0.09034792333841324,
-0.5933720469474792,
-0.48045146465301514,
0.20963889360427856,
-0.43858611583709717,
-0.30294471979141235,
0.2766687870025635,
0.9284623265266418,
-0.10303456336259842,
-0.7969521880149841,
0.4378630518913269,
0.1362411081790924,
-0.22142715752124786,
-0.10325299948453903,
-0.30652913451194763,
0.06422710418701172,
0.11899083852767944,
0.11526710540056229,
-0.16407367587089539,
0.08869605511426926,
-0.14872723817825317,
-0.5394908785820007,
-0.5821634531021118,
-0.04076888784766197,
0.5525149703025818,
0.3573022186756134,
-0.039653368294239044,
-0.3846854865550995,
-0.2786989212036133,
0.19320571422576904,
-0.16841794550418854,
-1.0412696599960327,
0.10191911458969116,
0.4661382734775543,
-0.8539218306541443,
-0.6773011684417725,
-0.1955549269914627,
0.2919777035713196,
0.7099447250366211,
0.23417580127716064,
-0.86379075050354,
-0.1957079917192459,
-0.060308054089546204,
-0.06563951820135117,
-0.6647942066192627,
-0.145354762673378,
0.0380069836974144,
0.5555415153503418,
0.032333143055438995,
0.0871981754899025,
0.0206906758248806,
0.8221219182014465,
0.21909958124160767,
0.35357949137687683,
0.5545907616615295,
-0.09911363571882248,
-0.7526415586471558,
0.2417157143354416,
-0.2244839370250702,
-0.22203800082206726,
-0.06669975072145462,
-0.29051879048347473,
-0.29290908575057983,
0.6809329390525818,
-5.516692161560059,
-0.2824392020702362,
-0.2614500820636749,
0.4971165060997009,
-0.002523292787373066,
-0.15918730199337006,
0.7534909248352051,
-0.4678618907928467,
0.11147680133581161,
0.14961999654769897,
0.36498457193374634,
0.536397397518158,
-0.23224283754825592,
-0.04163270816206932,
0.3098470866680145,
-0.024704042822122574,
0.5212676525115967,
0.3406129479408264,
0.311117559671402,
0.060099173337221146,
-0.21962006390094757,
-0.40660998225212097,
-0.1718652993440628,
0.5092582702636719,
0.017224183306097984,
0.1368330419063568,
-0.8258785009384155,
0.1149306446313858,
-0.16080474853515625,
-0.16255779564380646,
0.2551649212837219,
-0.5322651863098145,
-0.12640172243118286,
0.1276591569185257,
0.13624189794063568,
0.33537429571151733,
0.5422239303588867,
0.06450819969177246,
0.5810989141464233,
-0.39196768403053284,
0.6303712725639343,
0.6468291282653809,
0.14047828316688538,
-0.35027748346328735,
0.10688648372888565,
-0.5665271878242493,
-0.2083970159292221,
0.4344509243965149,
-0.10263936966657639,
0.9223738312721252,
-0.28644609451293945,
-0.5028199553489685,
0.38403618335723877,
0.3962576985359192,
0.08755668997764587,
-0.6442270874977112,
-0.003508003894239664,
0.10337259620428085,
-0.40683484077453613,
0.45652785897254944,
0.3507917821407318,
-0.5745377540588379,
-0.31445756554603577,
-1.2745815515518188,
-0.39000076055526733,
0.297819584608078,
-0.8213061094284058,
-0.5079410076141357,
0.04912394657731056,
0.29657021164894104,
-0.49240046739578247,
0.2528628408908844,
-0.2311045527458191,
-0.5319197177886963,
0.3853852450847626,
-0.48696669936180115,
0.23753145337104797,
-0.2824237048625946,
-0.06039988994598389,
0.2159852385520935,
-0.0004921199870295823,
-0.5774388909339905,
-0.013497399166226387,
-0.2169828861951828,
0.3075200617313385,
-0.6317476630210876,
-0.17489410936832428,
-0.6565027832984924,
0.0563126876950264,
-0.03345036879181862,
0.2479441910982132,
-0.2193593680858612,
0.3289586007595062,
0.6539827585220337,
0.30327942967414856,
0.4893015921115875,
0.4329325258731842,
0.8540517091751099,
-0.01011005137115717,
-0.4567176103591919,
0.947843074798584,
-0.35695016384124756,
-0.3619288206100464,
-0.5961564779281616,
0.004699789918959141,
0.5620057582855225,
0.15640588104724884,
0.008460190147161484,
0.6975907683372498,
-0.6022553443908691,
-0.13872584700584412,
0.1581358015537262,
-0.4433421492576599,
-0.0821484699845314,
0.2465381920337677,
-0.011892066337168217,
-0.43079081177711487,
-0.07307198643684387,
0.31968897581100464,
-0.20109786093235016,
0.43005847930908203,
0.11249449849128723,
0.04228810593485832,
0.2097533792257309,
0.42540106177330017,
-0.5941796898841858,
0.3226035535335541,
1.0579147338867188,
-0.154062420129776,
-0.3011636435985565,
0.2655012905597687,
-0.0169252697378397,
-0.2193368375301361,
0.21494674682617188,
0.18938656151294708,
-0.6408746838569641,
-0.2803601324558258,
-0.00951024703681469,
0.19475941359996796,
-0.3073335587978363,
0.5103775858879089,
-0.09357702732086182,
-0.2592450678348541,
0.13350355625152588,
0.3610260784626007,
0.1801094114780426,
-0.37070897221565247,
0.2796885073184967,
-0.5659967660903931,
0.0673179179430008,
-0.6355630159378052,
-0.5925782322883606,
0.03542175516486168,
-0.2107376754283905,
0.45586326718330383,
0.05225025862455368,
0.10109508782625198,
-0.008490685373544693,
0.769909143447876,
-0.5729891657829285,
0.26758161187171936,
-0.051123980432748795,
-0.8567648530006409,
0.30469101667404175,
-0.2631641924381256,
0.6750069856643677,
-0.5426982045173645,
-0.1809157431125641,
-0.24309904873371124,
0.43888553977012634,
-0.17569600045681,
-0.11795911937952042,
-0.22635003924369812,
-0.4825574457645416,
-0.04721083492040634,
0.10208660364151001,
0.0863974541425705,
0.0559915155172348,
0.2839263379573822,
-0.1763346940279007,
-0.027030685916543007,
-0.22862252593040466,
0.13457341492176056,
0.3628893196582794,
0.8257699012756348,
-0.23083893954753876,
-0.0636456161737442,
-0.01577611267566681,
-0.6520261168479919,
0.026961231604218483,
0.5353727340698242,
0.7336390614509583,
0.38250553607940674,
0.2716103792190552,
0.01080256886780262,
-0.4886622428894043,
-0.003334358101710677,
0.0074884165078401566,
0.035007935017347336,
-0.7703662514686584,
0.06672025471925735,
0.7253614664077759,
-0.1615779995918274,
0.9462441802024841,
0.10009187459945679,
-0.0652717798948288,
0.018497444689273834,
0.25532880425453186,
-0.34241896867752075,
-0.2920723259449005,
-0.6451451182365417,
-0.6383900046348572,
0.16020619869232178,
0.10118770599365234,
-0.42283567786216736,
-0.2709784209728241,
0.7077985405921936,
-0.23512256145477295,
0.13913577795028687,
0.5667893886566162,
0.12889094650745392,
-0.4147416353225708,
-0.19022659957408905,
0.18492846190929413,
-0.6095003485679626,
0.36632639169692993,
0.4524945914745331,
-0.9174574613571167,
-0.27762043476104736,
0.1984855681657791,
0.1264737993478775,
-0.4056849181652069,
0.34874820709228516,
0.108100526034832,
0.10612194240093231,
-0.049937907606363297,
-0.20635797083377838,
0.4798363745212555,
-0.14806737005710602,
-0.43270549178123474,
0.15096287429332733,
0.9385819435119629,
-0.49388062953948975,
-0.1700715720653534,
0.09659676253795624,
0.4617531895637512,
0.42879414558410645,
-0.30185234546661377,
-0.6652500033378601,
-0.3510872423648834,
0.15062882006168365,
-0.28348657488822937,
0.2762594223022461,
0.3882863521575928,
1.0732052326202393,
-0.29190295934677124,
-0.48086944222450256,
-0.6924994587898254,
-0.008371313102543354,
0.5366663932800293,
-0.28201884031295776,
-0.4322158396244049,
-0.25308260321617126,
-0.4019036293029785,
0.2661241292953491,
0.205818310379982,
-0.048463378101587296,
-0.5523552298545837,
0.15184099972248077,
0.3035793900489807,
-0.02652250975370407,
-0.2516128718852997,
0.3253728449344635,
0.35113802552223206,
0.16502615809440613,
-0.2995595932006836,
-0.39454081654548645,
0.16121439635753632,
0.04969145357608795,
-0.0382840670645237,
-0.37192559242248535,
-0.5480105876922607,
-0.30384504795074463,
-0.3747043311595917,
0.13131564855575562,
0.027460604906082153,
0.34534379839897156,
-0.011815991252660751,
0.20721229910850525,
0.16418372094631195,
-0.46213647723197937,
0.38242200016975403,
-0.2944389581680298,
0.16875028610229492,
-0.16751715540885925,
0.20928026735782623,
0.5309802889823914,
0.0434957854449749,
-0.32371965050697327,
0.056331802159547806,
0.004146737512201071,
0.5303874015808105,
0.286103218793869,
-1.2447333335876465,
0.7170100212097168,
0.2376159131526947,
0.10424374043941498,
0.4561196267604828,
-0.07416760176420212,
0.031049178913235664,
0.7947198152542114,
0.06136836111545563,
0.3270304799079895,
0.18754926323890686,
-0.10829468071460724,
-0.10187111049890518,
0.39167729020118713,
0.13127559423446655,
0.5722048282623291,
0.240533247590065,
0.35549071431159973,
1.0686959028244019,
0.9479183554649353,
-0.46740102767944336,
-0.35922062397003174,
0.7396718859672546,
-0.14641763269901276,
-0.20163391530513763,
0.010204060934484005,
0.3742992877960205,
0.15973708033561707,
0.3114199638366699,
-0.8553071618080139,
0.5858011245727539,
-0.014385182410478592,
0.35899582505226135,
0.23477838933467865,
-0.1736622154712677,
-0.2838684916496277,
-0.002314305631443858,
0.3117729425430298,
0.35905584692955017,
-0.4120812714099884,
0.10106892883777618,
-0.1337137073278427,
0.2560388147830963,
0.5988531708717346,
0.22163847088813782,
-0.11760362982749939,
0.07974369823932648,
0.39479029178619385,
-0.47471970319747925,
0.07687216252088547,
0.17448727786540985,
-0.19512854516506195,
-0.45762020349502563,
0.4099319577217102,
-0.44213566184043884,
-0.8290601372718811,
0.5383344292640686,
0.20732219517230988,
0.2811485826969147,
-0.030870182439684868,
-0.2608582675457001,
-0.2301190346479416,
-0.14299991726875305,
0.8674720525741577,
0.1426699161529541,
0.14117656648159027,
0.09022732079029083,
-0.14749258756637573,
0.286393404006958,
-0.18516403436660767,
0.5059600472450256,
0.11866694688796997,
-0.9044392704963684,
-0.19133345782756805,
0.4455462396144867,
-0.2063882201910019,
0.10277609527111053,
-0.054489023983478546,
0.5154762864112854,
0.2085801213979721,
-0.47437790036201477,
-0.06175628677010536,
-0.26772361993789673,
0.10143918544054031,
0.10012724995613098,
0.5048061013221741,
-0.2167307585477829,
0.15110675990581512,
-0.7412216663360596,
-0.3281126916408539,
0.26843225955963135,
0.002350824885070324,
0.38430458307266235,
-0.684342622756958,
0.9780762195587158,
0.31556081771850586,
0.32120153307914734,
0.0771305114030838,
0.14480848610401154,
-0.11806324124336243,
0.6619930267333984,
-0.5984678268432617,
0.15249291062355042,
-0.8617013096809387,
0.23979876935482025,
-0.5325971841812134,
0.06761852651834488,
0.9543405771255493,
0.3189237713813782,
-0.21323879063129425,
-0.31953275203704834,
-0.37192249298095703,
0.20172196626663208,
0.6221064329147339,
-0.4078149199485779,
0.13461877405643463,
-0.545535147190094,
-0.4416434168815613,
-0.42728859186172485,
1.1248140335083008,
0.04664604365825653,
0.3909633755683899,
-0.14730191230773926,
0.4562627673149109,
0.5825974345207214,
-0.4330183267593384,
0.6741064190864563,
0.19562289118766785,
0.03249477595090866,
-0.6362659335136414,
0.7475696206092834,
-0.2598973512649536,
0.11379374563694,
-0.3696896433830261,
0.17370262742042542,
0.5220713019371033,
-0.7051569223403931,
-0.3269786536693573,
-0.21031621098518372,
-0.10747625678777695,
0.15722456574440002,
-0.29601404070854187,
0.11756487190723419,
0.20886845886707306,
-0.03728055581450462,
-0.9017431139945984,
0.45795688033103943,
0.284302294254303,
-0.2623388171195984,
-0.19561542570590973,
-0.31795772910118103,
-0.4312703311443329,
0.5790905356407166,
0.0864889845252037,
-0.47640565037727356,
-0.4389945864677429,
-0.05704686418175697
] |
Data stability of SRAM cells has become an important issue with the scaling of CMOS technology. Memory banks are also important sources of leakage since the majority of transistors are utilized for on-chip caches in today's high performance microprocessors. A new nine-transistor (9T) SRAM cell is proposed in this paper for simultaneously reducing leakage power and enhancing data stability. The proposed 9T SRAM cell completely isolates the data from the bit lines during a read operation. The read static-noise-margin of the proposed circuit is thereby enhanced by 2 X as compared to a conventional six-transistor (6T) SRAM cell. The idle 9T SRAM cells are placed into a super cutoff sleep mode, thereby reducing the leakage power consumption by 22.9% as compared to the standard 6T SRAM cells in a 65-nm CMOS technology. The leakage power reduction and read stability enhancement provided with the new circuit technique are also verified under process parameter variations. | [
-0.003595881164073944,
0.009487205184996128,
-0.022660143673419952,
0.011391122825443745,
-0.007804020307958126,
-0.0046143606305122375,
0.011581553146243095,
0.0036515281535685062,
-0.015851136296987534,
-0.027413560077548027,
-0.007105906959623098,
0.006641124840825796,
-0.02267264574766159,
0.02224942110478878,
0.012348368763923645,
-0.02988588809967041,
-0.027225438505411148,
0.02109375037252903,
0.012048179283738136,
-0.012129210866987705,
-0.024413693696260452,
-0.020478539168834686,
0.010853106155991554,
-0.0041631245985627174,
0.006796431262046099,
-0.0021194452419877052,
0.007637757807970047,
-0.01099325716495514,
0.004733074922114611,
0.00807286985218525,
0.002045806497335434,
-0.0016557921189814806,
0.022685972973704338,
0.016745008528232574,
0.011978148482739925,
-0.00026996247470378876,
-0.005742319393903017,
0.04017781838774681,
0.04019813612103462,
-0.005089698825031519,
0.02054525911808014,
-0.012488572858273983,
0.005024822428822517,
0.013502133078873158,
-0.0076890685595571995,
0.026603369042277336,
0.0009515615529380739,
0.0011630796361714602,
-0.0009164288640022278,
0.007529616821557283,
-0.015567907132208347,
0.007973658852279186,
-0.013851198367774487,
0.005679866299033165,
-0.007096104323863983,
-0.028829418122768402,
0.02033165842294693,
-0.01606619730591774,
-0.01686364971101284,
-0.013533685356378555,
0.010229082778096199,
-0.016535872593522072,
-0.020560355857014656,
-0.008593855425715446,
0.002209864091128111,
-0.0666985884308815,
0.03148142993450165,
0.02466411143541336,
0.005138552747666836,
-0.006213336251676083,
-0.008904017508029938,
0.006738197058439255,
-0.002037650905549526,
0.009646551683545113,
0.005714552477002144,
-0.01578090712428093,
-0.030201274901628494,
0.027731021866202354,
-0.011104555800557137,
0.012044522911310196,
0.028435181826353073,
-0.01232776790857315,
0.01614067144691944,
0.0005408404977060854,
0.008504915982484818,
-0.020600242540240288,
-0.011244711466133595,
0.003786238841712475,
-0.008685591630637646,
-0.01211056299507618,
0.017431557178497314,
0.029782544821500778,
-0.0010737101547420025,
0.015992311760783195,
0.005952966865152121,
0.011346826329827309,
-0.028787722811102867,
-0.00049441191367805,
-0.0077631291933357716,
0.016981186345219612,
-0.014674711972475052,
0.00702980812638998,
0.010664653964340687,
0.016588296741247177,
0.006059090606868267,
0.009702818468213081,
0.03759251907467842,
0.002682941732928157,
-0.01926937699317932,
0.008560755290091038,
0.015179420821368694,
0.012185599654912949,
-0.016797691583633423,
0.017526447772979736,
-0.022478381171822548,
-0.006076456978917122,
-0.019121810793876648,
-0.023030079901218414,
0.013414062559604645,
-0.016322061419487,
0.014710487797856331,
-0.010000249370932579,
-0.0005810385919176042,
0.0035169487819075584,
0.005505077075213194,
0.023254701867699623,
-0.023050429299473763,
0.020776648074388504,
0.00995612982660532,
0.002054157666862011,
-0.013994033448398113,
0.013799188658595085,
-0.0010898751206696033,
-0.008431123569607735,
-0.0022278432734310627,
0.009309381246566772,
-0.021133359521627426,
0.011653929017484188,
0.011550198309123516,
-0.021349959075450897,
0.01986488327383995,
0.008286112919449806,
0.0004880201304331422,
0.011131186038255692,
-0.005460548680275679,
-0.010414662770926952,
0.00880246702581644,
0.00277537340298295,
-0.01635434292256832,
-0.010118622332811356,
0.00872711930423975,
0.0006443057209253311,
0.0010881124762818217,
-0.0242603849619627,
0.0003488417714834213,
0.03152560442686081,
-0.0074866763316094875,
0.024611322209239006,
-0.016726016998291016,
-0.0018570618703961372,
0.00028174882754683495,
0.02530677244067192,
0.01794954016804695,
0.010891416110098362,
0.004399293102324009,
-0.0018963543698191643,
0.03283589333295822,
-0.03343396633863449,
-0.02155471034348011,
0.009985445998609066,
-0.004215794615447521,
0.01737222820520401,
0.0009604147635400295,
0.01154573354870081,
0.009864656254649162,
0.015356762334704399,
0.019059430807828903,
0.008894000202417374,
-0.015681127086281776,
0.06662764400243759,
0.01935763470828533,
0.04672229290008545,
0.005549621768295765,
-0.027082230895757675,
0.013976565562188625,
-0.01782412640750408,
-0.033489834517240524,
-0.02220965549349785,
-0.023437436670064926,
-0.0010526375845074654,
0.023738443851470947,
-0.02756313979625702,
-0.038287028670310974,
0.0017970327753573656,
-0.013623777776956558,
0.0035701177548617125,
0.009367294609546661,
0.006392286159098148,
0.007841402664780617,
0.013646472245454788,
-0.005380742251873016,
-0.0023153997026383877,
0.023443635553121567,
-0.0310707725584507,
0.01759827509522438,
0.013599652796983719,
-0.008565470576286316,
-0.011164188385009766,
0.012482935562729836,
0.0062204645946621895,
0.043775975704193115,
-0.013414297252893448,
0.00048080948181450367,
-0.01902519166469574,
0.010126325301826,
0.015911497175693512,
0.02410382218658924,
0.014742271974682808,
-0.020445890724658966,
-0.01602921634912491,
0.0025273216888308525,
-0.0262371227145195,
0.009576930664479733,
0.005163644440472126,
0.020303944125771523,
0.012807639315724373,
0.008725028485059738,
0.011291000992059708,
-0.0031678159721195698,
0.0011348363477736712,
0.007548830471932888,
-0.019292401149868965,
-0.012920517474412918,
0.018553171306848526,
-0.004508176818490028,
0.023572180420160294,
0.012551281601190567,
-0.008848819881677628,
0.016244012862443924,
-0.009357379749417305,
0.0053377957083284855,
-0.012455588206648827,
0.04060068354010582,
-0.048043590039014816,
-0.012983722612261772,
0.026354346424341202,
0.00006946350913494825,
0.00505335908383131,
0.008457837626338005,
0.0275580994784832,
0.004482768010348082,
0.012494595721364021,
0.0013279127888381481,
-0.0012123911874368787,
0.026736760511994362,
0.006149935070425272,
0.022521231323480606,
0.004571627825498581,
0.023955736309289932,
0.009373025968670845,
0.008411494083702564,
0.007515778765082359,
-0.003754550591111183,
0.01243061013519764,
0.009307251311838627,
-0.002115085953846574,
-0.00738028297200799,
0.0174698606133461,
0.0282176211476326,
0.006699560210108757,
0.0072213588282465935,
-0.0017825919203460217,
0.016618890687823296,
-0.08110944926738739,
-0.01057905238121748,
0.04391054809093475,
-0.030733603984117508,
0.012744685634970665,
-0.0016562091186642647,
-0.019163141027092934,
0.03276689350605011,
-0.02410382218658924,
0.018440967425704002,
0.005991227924823761,
0.013017917983233929,
-0.018321789801120758,
0.0034144967794418335,
0.010069865733385086,
-0.021486595273017883,
0.007019259035587311,
-0.0077560069039464,
-0.020910196006298065,
-0.01517508365213871,
-0.01823299564421177,
-0.02417556568980217,
0.017577994614839554,
0.006382288411259651,
-0.03144391253590584,
0.02309531345963478,
-0.008772199042141438,
-0.00475718779489398,
0.0181395523250103,
0.00906706228852272,
-0.008385070599615574,
-0.013529868796467781,
-0.02310146950185299,
0.0026199370622634888,
-0.024805445224046707,
0.012343250215053558,
-0.027772272005677223,
-0.0059262290596961975,
-0.00041562458500266075,
0.012446071952581406,
0.006589174270629883,
0.005154116079211235,
-0.011541642248630524,
0.01979254186153412,
-0.01652347296476364,
-0.0040574753656983376,
-0.00016736751422286034,
0.054949529469013214,
0.01777910254895687,
-0.035104360431432724,
-0.013656552881002426,
0.009333522990345955,
0.012343203648924828,
0.01856255903840065,
-0.011216952465474606,
-0.017666293308138847,
-0.0024849148467183113,
0.017205610871315002,
-0.017169075086712837,
-0.014224233105778694,
-0.005278358235955238,
0.0035920999944210052,
-0.0026445782277733088,
0.012548157945275307,
-0.007690404541790485,
0.002332695759832859,
0.002309387782588601,
-0.011158171109855175,
-0.007787600625306368,
0.014192992821335793,
-0.003499507438391447,
0.012373463250696659,
-0.011106293648481369,
0.002262904541566968,
-0.03320397436618805,
-0.01665918529033661,
-0.018039964139461517,
-0.007556205615401268,
0.030444245785474777,
0.0035531632602214813,
0.015453633852303028,
-0.00190161622595042,
-0.019099701195955276,
-0.012965373694896698,
-0.02914547175168991,
-0.02062496915459633,
0.012577914632856846,
0.039576902985572815,
0.014894736930727959,
-0.01914113201200962,
0.05559444800019264,
-0.0036149818915873766,
-0.004300565458834171,
0.007054770365357399,
0.005734246224164963,
-0.01330442912876606,
-0.012467827647924423,
0.02044697105884552,
0.019163932651281357,
0.01076088659465313,
-0.04446391761302948,
0.002282996429130435,
-0.030012518167495728,
-0.011553213931620121,
-0.015446743927896023,
0.013811985030770302,
0.010812584310770035,
-0.011116189882159233,
0.006777705624699593,
-0.003591650165617466,
-0.015050756745040417,
0.01236074697226286,
-0.006238301284611225,
0.03531992435455322,
0.012652682140469551,
0.013269295915961266,
0.00389720406383276,
-0.021922027692198753,
0.07204119116067886,
0.006507793441414833,
-0.0005587385967373848,
-0.01842540130019188,
-0.009256532415747643,
-0.007626386359333992,
-0.02144324965775013,
0.009893395937979221,
0.006540064699947834,
0.0001851476263254881,
0.012319931760430336,
0.006993783172219992,
0.022642478346824646,
0.0177487600594759,
-0.007921221666038036,
-0.008034151047468185,
-0.010102612897753716,
0.005305650178343058,
-0.01638459786772728,
0.012114955112338066,
0.023243669420480728,
-0.027405958622694016,
-0.008187820203602314,
-0.0018571248510852456,
-0.02587471529841423,
-0.005495333578437567,
-0.019558746367692947,
-0.014156511053442955,
-0.008857004344463348,
0.008945263922214508,
0.03273909166455269,
0.021595684811472893,
-0.002809508005157113,
-0.011215695179998875,
0.031967081129550934,
-0.003737996332347393,
-0.016642410308122635,
0.024977264925837517,
-0.0033341902308166027,
0.011735607869923115,
0.021515756845474243,
-0.015877585858106613,
-0.005455769132822752,
0.016038309782743454,
0.011959385126829147,
0.019699836149811745,
0.02713402733206749,
-0.01370139792561531,
0.017957229167222977,
-0.0009775245562195778,
0.008393598720431328,
-0.007459088694304228,
0.01534239761531353,
-0.027723023667931557,
0.010756632313132286,
-0.009240875020623207,
0.02841981127858162,
0.0037293180357664824,
-0.017887253314256668,
-0.022119557484984398,
-0.014168383553624153,
0.02049623243510723,
0.0008157743141055107,
-0.008974852040410042,
-0.001810047891922295,
-0.019738787785172462,
0.003626577788963914,
0.0006976588629186153,
-0.0046141259372234344,
-0.0050946446135640144,
-0.01338872965425253,
-0.0324707105755806,
0.021959170699119568,
-0.01813405752182007,
-0.029113251715898514,
-0.036799851804971695,
-0.014232784509658813,
0.0025677732191979885,
0.010172665119171143,
-0.009492116048932076,
0.002199776703491807,
-0.024897802621126175,
-0.041932009160518646,
-0.0017242426984012127,
0.021155890077352524,
0.007048590574413538,
-0.03181125223636627,
-0.07421861588954926,
0.00093635986559093,
-0.017242450267076492,
-0.006834337022155523,
-0.010833576321601868,
-0.0014533908106386662,
-0.008494794368743896,
0.015490989200770855,
-0.0003799216356128454,
-0.000013935845345258713,
0.04968268424272537,
-0.010234128683805466,
0.036195676773786545,
-0.0012318333610892296,
0.012241308577358723,
0.008216990157961845,
0.0005595511756837368,
-0.0019091460853815079,
-0.009949677623808384,
-0.007294468581676483,
-0.03199450299143791,
0.02518112026154995,
-0.017746452242136,
-0.00008267629891633987,
-0.009349116124212742,
-0.08095327764749527,
0.0026723030023276806,
-0.019089875742793083,
0.0009627046529203653,
-0.035019442439079285,
-0.009771293960511684,
0.013716444373130798,
0.003361606737598777,
-0.004892102442681789,
-0.017026178538799286,
-0.014693592675030231,
0.012917314656078815,
-0.0034736900124698877,
-0.020230822265148163,
-0.010075386613607407,
-0.010380677878856659,
0.014000620692968369,
-0.01647815853357315,
-0.0094107985496521,
-0.002225777367129922,
0.00981269683688879,
0.0012224232777953148,
-0.012587761506438255,
-0.004731622990220785,
-0.014714274555444717,
-0.0004376783035695553,
-0.02147401124238968,
0.009124614298343658,
0.039783354848623276,
0.021652422845363617,
0.014603656716644764,
-0.0024024355225265026,
0.003531778696924448,
0.003960849717259407,
-0.00872152391821146,
-0.017261773347854614,
-0.00465931324288249,
-0.003697281237691641,
-0.022875767201185226,
-0.004729358479380608,
-0.004459722898900509,
0.02383212000131607,
-0.041079916059970856,
0.008585900999605656,
-0.013391142711043358,
-0.021323420107364655,
0.012962905690073967,
-0.005376203916966915,
0.01569960080087185,
0.026540173217654228,
0.007831234484910965,
-0.03792121261358261,
-0.016042688861489296,
-0.022443335503339767,
-0.03535393252968788,
0.010229798033833504,
-0.0008076477679423988,
0.025927407667040825,
0.018300138413906097,
0.011602361686527729,
0.004716516472399235,
0.03459210693836212,
-0.026987800374627113,
0.07179112732410431,
-0.0032310280948877335,
0.009276901371777058,
-0.03555377572774887,
-0.006710224784910679,
0.0056401705369353294,
-0.0057221767492592335,
-0.03681512176990509,
-0.027657248079776764,
-0.016375385224819183,
-0.006790550891309977,
-0.0019938796758651733,
0.028555698692798615,
0.016635648906230927,
0.018871087580919266,
-0.004387911409139633,
-0.006173619069159031,
-0.0015961220487952232,
-0.020518967881798744,
0.03338738903403282,
-0.009366806596517563,
0.007980743423104286,
0.003423810936510563,
-0.0024557625874876976,
-0.0374399833381176,
-0.015090016648173332,
0.00480937585234642,
0.024998310953378677,
0.001800994505174458,
0.00746108079329133,
0.012379173189401627,
-0.027432484552264214,
0.00972476601600647,
0.021717261523008347,
0.03139796108007431,
0.010943468660116196,
0.011558212339878082,
0.006676938850432634,
-0.015306062996387482,
-0.024510663002729416,
-0.0052709393203258514,
0.01527342014014721,
-0.004978371784090996,
-0.004827710799872875,
-0.0025390684604644775,
-0.00951471272855997,
0.021713312715291977,
-0.00921952910721302,
-0.012853093445301056,
0.007248678244650364,
0.025704113766551018,
0.005011099390685558,
0.009961732663214207,
-0.027591606602072716,
0.006489918567240238,
0.004396369680762291,
0.00054120272397995,
0.009292077273130417,
-0.015060946345329285,
-0.003498729318380356,
-0.009046254679560661,
-0.00003022782038897276,
0.006449185311794281,
-0.002433633664622903,
0.012394358403980732,
-0.021728504449129105,
-0.03992094099521637,
-0.02337539941072464,
0.0031048348173499107,
0.015140173956751823,
0.00435211043804884,
0.013827893882989883,
0.008026765659451485,
-0.0040100556798279285,
-0.006380537059158087,
0.006894808262586594,
0.004539549350738525,
-0.03650154545903206,
0.01618562825024128,
-0.0018991177203133702,
-0.004874538630247116,
0.029543334618210793,
-0.013783283531665802,
0.01904953271150589,
0.014763503335416317,
-0.020288504660129547,
-0.012404415756464005,
0.0020854859612882137,
-0.0035349640529602766,
0.012808993458747864,
0.00927809625864029,
0.009425939060747623,
-0.006369061768054962,
0.02714117430150509,
0.005147718824446201,
0.0340685099363327,
-0.004923420026898384,
0.006666568573564291,
-0.00250039529055357,
0.030269533395767212,
0.021240724250674248,
0.012259993702173233,
0.004939330741763115,
-0.009150246158242226,
-0.004480695351958275,
-0.006187325809150934,
0.02880156971514225,
0.01866140402853489,
-0.015010830946266651,
-0.007296040654182434,
-0.0008902214467525482,
0.010139856487512589,
0.006539756432175636,
0.010326455347239971,
0.002322996500879526,
0.0040134890004992485,
-0.00567898154258728,
0.02148657664656639,
-0.02848166786134243,
-0.006531792227178812,
0.006023507099598646,
0.009775882586836815,
0.0020287553779780865,
0.03122507780790329,
0.01568232849240303,
0.010119734331965446,
-0.010083038359880447,
0.023617681115865707,
-0.023346254602074623,
0.0089722266420722,
0.012567190453410149,
-0.013904438354074955,
-0.008660100400447845,
-0.013077141717076302,
-0.009653862565755844,
-0.010552726686000824,
0.0014563733711838722,
-0.0067676701582968235,
0.005451258737593889,
0.02393392287194729,
0.043618835508823395,
-0.011389176361262798,
0.008196624927222729,
0.02884269878268242,
0.007997368462383747,
0.017815623432397842,
0.005853587295860052,
-0.02011970616877079,
0.0030338179785758257,
-0.0008837722707539797,
0.02274814061820507,
0.005381939932703972,
-0.010342177003622055,
-0.01102207601070404,
-0.031208965927362442,
0.01435936987400055,
0.005362917669117451,
-0.006377051584422588,
-0.023281637579202652,
-0.023090658709406853,
-0.010733604431152344,
0.010719242505729198,
-0.00318930484354496,
0.024272145703434944,
0.018119117245078087,
-0.006770914886146784,
0.020233333110809326,
0.00490620918571949,
-0.021279925480484962,
-0.017216525971889496,
-0.009861117228865623,
-0.007538040168583393,
-0.03269584849476814,
0.009282717481255531,
-0.007883979007601738,
-0.01322166621685028,
-0.027672193944454193,
-0.020264316350221634,
0.0018807975575327873,
-0.037356890738010406,
-0.00026537757366895676,
0.007689102552831173,
0.0031846300698816776,
-0.011429200880229473,
-0.006779087707400322,
0.004840557463467121,
-0.006012721918523312,
-0.02400238811969757,
0.015092551708221436,
-0.03628230094909668,
-0.004238266963511705,
0.02463204227387905,
0.0049689756706357,
-0.017252039164304733,
0.028994837775826454,
-0.001020981464534998,
0.01709248498082161,
0.01337689533829689,
0.002017960650846362,
-0.024965407326817513,
0.005745775066316128,
-0.00542679987847805
] | [
-0.37246808409690857,
0.09486611187458038,
0.307140976190567,
0.22232861816883087,
0.16826829314231873,
0.14410410821437836,
-0.03810083493590355,
-0.2694724500179291,
-0.15605005621910095,
-0.0570441409945488,
-0.20855070650577545,
0.4722152352333069,
-0.14790073037147522,
-0.16046422719955444,
-0.2655060291290283,
0.12936744093894958,
0.6143295168876648,
-0.031521160155534744,
0.12176478654146194,
-0.5095727443695068,
-0.1373177319765091,
-0.17701224982738495,
0.2940922975540161,
-0.17880569398403168,
-0.19719256460666656,
-0.12218092381954193,
0.46381500363349915,
0.31464311480522156,
0.10086552053689957,
0.14118248224258423,
-0.3996972143650055,
0.3190730810165405,
-0.1550062745809555,
-0.05551282316446304,
0.6572704315185547,
-0.008653931319713593,
-0.38690075278282166,
-0.07382311671972275,
-0.013308757916092873,
-0.1340303272008896,
-0.08550416678190231,
-0.23487944900989532,
-0.0021861717104911804,
0.3381354808807373,
-0.2631321847438812,
-0.41145914793014526,
-0.9174207448959351,
0.12095635384321213,
-0.36741799116134644,
-0.39628419280052185,
-0.5778403282165527,
0.8560667634010315,
-0.23952315747737885,
0.3193777799606323,
0.011851397342979908,
-0.23982879519462585,
-0.5121429562568665,
-0.20690974593162537,
0.31789401173591614,
-0.04049641266465187,
0.002112725982442498,
-0.6219459772109985,
-0.6641751527786255,
0.16600395739078522,
-0.1761610358953476,
0.003198599210008979,
-0.12191752344369888,
-0.30028706789016724,
-0.7776018381118774,
-0.12107597291469574,
0.3658072054386139,
-0.22303763031959534,
-0.3697127401828766,
-0.17682887613773346,
-0.20139151811599731,
0.2763599455356598,
0.11153443157672882,
-0.2925955355167389,
0.05715677887201309,
-0.2146218717098236,
-0.21727341413497925,
0.247087299823761,
0.40578755736351013,
-0.19604243338108063,
0.36997532844543457,
-0.05300065129995346,
-0.05831200256943703,
0.7876291871070862,
-0.5492197275161743,
0.5695791244506836,
0.07863158732652664,
-0.18659208714962006,
0.35777783393859863,
0.6726981401443481,
-0.25700363516807556,
-0.15737326443195343,
-0.14266233146190643,
-0.05558290332555771,
0.3787834644317627,
0.13790158927440643,
0.1495855152606964,
0.03186589106917381,
0.22948400676250458,
-0.05023441091179848,
-0.31641682982444763,
-0.5259371995925903,
-0.15087512135505676,
-0.23252315819263458,
-0.42242956161499023,
0.2891390323638916,
-0.37961193919181824,
0.3305595815181732,
-0.26549845933914185,
0.12689268589019775,
-0.4287533760070801,
0.00808159913867712,
-0.1290387511253357,
-0.3190658986568451,
0.38526538014411926,
0.4294702410697937,
0.18213117122650146,
1.162719488143921,
-0.082607701420784,
0.3404509425163269,
0.5838188529014587,
-0.108934186398983,
0.4151589870452881,
0.6296120882034302,
-0.1972815990447998,
0.4161476790904999,
0.09246205538511276,
1.032128930091858,
-0.17200621962547302,
0.13302583992481232,
-0.21701201796531677,
0.023867687210440636,
0.18536607921123505,
0.12390334904193878,
0.5022419095039368,
0.03179556503891945,
-0.13619744777679443,
-0.3932493329048157,
-0.047485191375017166,
-0.07330842316150665,
0.14065654575824738,
-0.5148468017578125,
-0.2528545558452606,
-0.19429805874824524,
-0.45226094126701355,
0.02836701087653637,
0.06867814064025879,
0.1630844622850418,
-0.5878499150276184,
-0.07158815115690231,
0.0033877999521791935,
0.2584916055202484,
-0.3202718198299408,
0.16567806899547577,
-0.7723236680030823,
0.3253076672554016,
-0.368400514125824,
-0.041464392095804214,
-0.8460797071456909,
0.10229618847370148,
0.18167144060134888,
-0.22212709486484528,
0.7016273736953735,
0.29700079560279846,
0.24701674282550812,
0.12451327592134476,
-0.1416931450366974,
-0.07454699277877808,
-0.16177551448345184,
-0.13513468205928802,
-0.21490180492401123,
0.24662375450134277,
0.22111563384532928,
0.21266552805900574,
0.07447341829538345,
-0.0626387894153595,
-0.7998109459877014,
-0.3205464780330658,
0.23855942487716675,
0.15708276629447937,
0.2410949021577835,
0.3780197203159332,
0.6826282739639282,
0.002485990058630705,
-0.7380616068840027,
-0.6190698742866516,
-0.619451105594635,
0.06925661861896515,
0.7503406405448914,
-0.6935171484947205,
0.8214619755744934,
-0.08803300559520721,
0.24468135833740234,
0.8012874126434326,
-0.13179445266723633,
0.42439737915992737,
0.07881160080432892,
0.12235109508037567,
0.2566899061203003,
-0.37906405329704285,
-0.32230186462402344,
-0.11779594421386719,
0.21325823664665222,
0.241407573223114,
-0.5065579414367676,
-0.3535238206386566,
0.633476972579956,
-0.6427140831947327,
-0.025216715410351753,
0.07041263580322266,
0.26010748744010925,
-0.1252603381872177,
-0.2536933720111847,
0.19438190758228302,
0.3776548504829407,
-0.26737892627716064,
0.6153421401977539,
-0.2681940793991089,
0.2383848875761032,
0.5780842900276184,
-0.1098920926451683,
0.6585071682929993,
0.4141351282596588,
0.5547981262207031,
0.7733500599861145,
-0.4837080240249634,
-0.0920746698975563,
-0.6104702353477478,
0.21805031597614288,
-0.08711452782154083,
-0.21170982718467712,
0.04775628820061684,
-0.11644799262285233,
0.23664984107017517,
0.6289330720901489,
-0.03512566536664963,
-0.46643519401550293,
0.06566505134105682,
-0.4189837574958801,
0.3613668978214264,
0.29295676946640015,
-0.5603116750717163,
0.01459969487041235,
-0.09269434958696365,
-0.6019174456596375,
-0.26829615235328674,
-0.10061592608690262,
0.44889166951179504,
0.3030584454536438,
-0.6543503403663635,
-0.14330273866653442,
0.055957671254873276,
0.0003545735380612314,
0.020594177767634392,
0.15483392775058746,
-0.015779944136738777,
-0.2439156025648117,
-0.0453781895339489,
-0.07621856033802032,
-0.15703146159648895,
-0.5763038992881775,
-0.3001355528831482,
-0.135236918926239,
-0.34520676732063293,
0.67130047082901,
0.49995502829551697,
0.04485584795475006,
-0.23246631026268005,
-0.5882644057273865,
0.05621775984764099,
-0.6594188809394836,
-0.9633207321166992,
0.5137171745300293,
0.30567023158073425,
-0.5271127223968506,
-0.19522231817245483,
0.02988874353468418,
0.7773297429084778,
1.0816458463668823,
-0.23223428428173065,
-0.29143068194389343,
-0.02647872269153595,
0.14319200813770294,
-0.18094056844711304,
-0.3818870186805725,
-0.21641016006469727,
-0.40499797463417053,
0.2681882977485657,
-0.023789849132299423,
-0.41460201144218445,
0.16548439860343933,
0.9459747076034546,
0.3311585783958435,
0.028696859255433083,
0.6816850304603577,
0.32264986634254456,
-0.26716887950897217,
-0.04430374130606651,
0.18195362389087677,
-0.06814722716808319,
-0.4322682321071625,
-0.28937068581581116,
-0.35585543513298035,
0.5465415716171265,
-5.954211711883545,
0.438027948141098,
-0.35296592116355896,
-0.269523948431015,
-0.460726797580719,
-0.041377581655979156,
0.8178285360336304,
-0.0013673382345587015,
0.07789014279842377,
-0.3234597146511078,
-0.08443884551525116,
0.07252123206853867,
0.2838011085987091,
0.1992977261543274,
0.38258597254753113,
0.14538009464740753,
0.8425721526145935,
-0.4800148010253906,
0.6341503262519836,
0.10606906563043594,
0.3259722888469696,
-0.31093648076057434,
0.13702557981014252,
0.18868641555309296,
-0.043144725263118744,
0.34530195593833923,
-0.3222505450248718,
-0.14936253428459167,
-0.6385369896888733,
-0.615896463394165,
0.06419163942337036,
-0.55234295129776,
0.0979258343577385,
-0.44854578375816345,
0.24563473463058472,
-0.17382195591926575,
0.09486506134271622,
0.40849143266677856,
0.3429053723812103,
-0.291008859872818,
0.8616531491279602,
0.5178192257881165,
0.29568782448768616,
0.11049257963895798,
0.5324180126190186,
0.14877869188785553,
-0.24802646040916443,
0.1381368637084961,
0.029061486944556236,
0.6723203063011169,
-0.09161698818206787,
-0.18552231788635254,
0.15516863763332367,
0.05557720363140106,
-0.11990536749362946,
-0.16441099345684052,
0.19714905321598053,
0.35049158334732056,
-0.3978160619735718,
0.13802309334278107,
0.013998052105307579,
-0.3339182436466217,
0.005716149695217609,
-0.6334779262542725,
-0.29692110419273376,
0.43736040592193604,
-0.5982402563095093,
-0.35552531480789185,
0.34790825843811035,
0.34325912594795227,
-0.3059266209602356,
-0.08264309912919998,
0.1613806188106537,
-0.6039769053459167,
0.5867502093315125,
-0.20118732750415802,
-0.1592012196779251,
0.016220564022660255,
-0.0836445540189743,
-0.020450269803404808,
0.08613837510347366,
-0.2598106265068054,
-0.11975154280662537,
-0.3835722506046295,
0.2148236632347107,
-0.856696367263794,
-0.0144535256549716,
0.03998576104640961,
0.13166071474552155,
0.10948596149682999,
0.7751351594924927,
-0.2021479457616806,
0.20576231181621552,
0.11471039801836014,
0.47330886125564575,
-0.17997916042804718,
0.5937570929527283,
0.6312696933746338,
0.2091691493988037,
0.028922896832227707,
0.057215966284275055,
0.02121046558022499,
0.0019166498677805066,
-0.9912317991256714,
-0.056821562349796295,
0.5328332185745239,
-0.2791813313961029,
0.1558898389339447,
0.45750871300697327,
-0.45238372683525085,
-0.27650928497314453,
0.05818936228752136,
-0.5132564306259155,
-0.5037500858306885,
0.3936668038368225,
-0.5023300051689148,
-0.3445746898651123,
0.2519504129886627,
0.16350573301315308,
-0.5315064787864685,
-0.26643118262290955,
-0.0387159027159214,
0.22727589309215546,
0.2329324334859848,
0.099752277135849,
-0.4308363199234009,
-0.02453220821917057,
0.7583829760551453,
-0.1994854062795639,
-0.027722826227545738,
0.5809177756309509,
0.5176224112510681,
-0.16133224964141846,
-0.15252409875392914,
0.05935727804899216,
-0.5110523700714111,
-0.2100399136543274,
0.4894576072692871,
-0.18242917954921722,
-0.2998133897781372,
0.41008198261260986,
0.1040671169757843,
0.28061914443969727,
-0.08937887102365494,
0.7421758770942688,
0.24318352341651917,
0.21322733163833618,
-0.03198070079088211,
-0.13007114827632904,
0.08179013431072235,
-0.007780756801366806,
-0.20030811429023743,
0.04865759611129761,
0.06756879389286041,
0.1070813313126564,
0.5924360156059265,
0.6054562926292419,
0.248289093375206,
0.23669816553592682,
-0.41051170229911804,
0.24498309195041656,
0.33159512281417847,
-1.3295389413833618,
-0.011649277061223984,
0.4795938730239868,
-0.007100088521838188,
-0.444243460893631,
-0.37417072057724,
0.1268359124660492,
0.43640395998954773,
-0.44775912165641785,
-0.6255621314048767,
-0.3981163799762726,
-0.40715909004211426,
0.24664980173110962,
0.2570084035396576,
0.24125012755393982,
0.07382771372795105,
0.0488896444439888,
-0.1981300413608551,
-0.16692835092544556,
-0.22770996391773224,
-0.14315028488636017,
0.5837551951408386,
0.5854646563529968,
-0.07680868357419968,
-0.10961896181106567,
0.08245337754487991,
-0.5245479345321655,
-0.76567143201828,
0.3825453519821167,
-0.3430437743663788,
0.538173496723175,
0.24343514442443848,
0.24439284205436707,
-0.29290780425071716,
0.18508750200271606,
0.9343693852424622,
-0.5952642560005188,
-0.6899327039718628,
-0.18943502008914948,
0.474200963973999,
-0.6061272621154785,
0.6646429300308228,
0.34620118141174316,
-0.02393575757741928,
0.04957160726189613,
0.2196546345949173,
0.01914740726351738,
-0.12880603969097137,
-0.49267879128456116,
-0.5001697540283203,
-0.204814612865448,
0.028789976611733437,
0.07724422216415405,
-0.23337556421756744,
0.2719900608062744,
-0.3831992745399475,
-0.5443538427352905,
0.1360037624835968,
-0.025649620220065117,
-0.32074904441833496,
-0.0757463127374649,
0.22963711619377136,
-0.16001269221305847,
-0.20256410539150238,
0.2852083742618561,
-0.23820166289806366,
0.13380008935928345,
-0.05648938566446304,
0.16854941844940186,
-0.41747480630874634,
0.3064306676387787,
0.3764256238937378,
-0.42306995391845703,
-0.09418319910764694,
-0.6615211963653564,
0.25206083059310913,
0.028376907110214233,
0.3351438343524933,
-0.051845625042915344,
0.24896250665187836,
-0.46402591466903687,
-0.3173205852508545,
-0.5312333106994629,
0.029021114110946655,
0.35103917121887207,
-0.23585209250450134,
-0.8026697039604187,
0.07329855114221573,
0.4465031325817108,
-0.15316744148731232,
0.11999709159135818,
0.032680898904800415,
1.2856559753417969,
0.3733769357204437,
-0.05212213471531868,
-1.2222888469696045,
-0.09627916663885117,
0.1679707020521164,
-0.08870581537485123,
-0.3986990451812744,
-0.06236298754811287,
-0.35615110397338867,
0.08570932596921921,
0.19619382917881012,
0.013939619064331055,
-1.0196729898452759,
0.2202899008989334,
-0.626640796661377,
0.03921017050743103,
-0.1368095576763153,
0.5297943353652954,
0.24634617567062378,
-0.14416514337062836,
0.12490766495466232,
-0.5172940492630005,
-0.38351431488990784,
-0.06085734814405441,
0.2687327563762665,
-0.33493342995643616,
-0.7183138728141785,
0.03586432337760925,
-0.24276487529277802,
0.21785828471183777,
0.07110504060983658,
0.5056918859481812,
-0.03965208679437637,
-0.09904612600803375,
-0.03385605663061142,
-0.42135506868362427,
0.3824957311153412,
-0.42771801352500916,
-0.38482463359832764,
-0.34578847885131836,
-0.19975118339061737,
0.0806870087981224,
0.16418053209781647,
-0.21135182678699493,
-0.31780850887298584,
-0.19073398411273956,
0.6867935061454773,
0.47105851769447327,
-0.4739927351474762,
0.5439797639846802,
0.1318889707326889,
0.11721447110176086,
0.36388862133026123,
-0.36713239550590515,
-0.07516037672758102,
-0.10077833384275436,
0.34245312213897705,
0.25993844866752625,
0.2884358763694763,
-0.5170531272888184,
-0.2261744737625122,
0.5136681795120239,
0.07801143079996109,
0.3027082085609436,
0.24258817732334137,
-0.028562452644109726,
0.5071664452552795,
0.286191463470459,
0.040450870990753174,
-0.43592265248298645,
0.4868086576461792,
0.03689517825841904,
-0.31067579984664917,
0.153498113155365,
0.5382270812988281,
0.28003227710723877,
0.25578638911247253,
-0.07607006281614304,
0.6285858750343323,
-0.19044366478919983,
0.07188336551189423,
0.26115137338638306,
-0.5862375497817993,
-0.4483782947063446,
-0.05573711171746254,
0.7039135098457336,
0.4448663592338562,
-0.33040720224380493,
0.3137440085411072,
0.0735246017575264,
0.6030003428459167,
0.45252883434295654,
0.2418622523546219,
-0.15344057977199554,
0.33259180188179016,
-0.24246416985988617,
-0.3284348249435425,
-0.1707305908203125,
-0.058063458651304245,
-0.33238881826400757,
0.007274023722857237,
0.29515349864959717,
-0.04018891230225563,
0.08415471762418747,
0.11818388849496841,
-0.14437663555145264,
0.44635963439941406,
-0.18558451533317566,
0.020731542259454727,
-0.6570961475372314,
-0.1573430448770523,
0.4968615472316742,
0.27662399411201477,
0.2879451513290405,
0.006628141272813082,
-0.3591279089450836,
0.41228610277175903,
-0.6081997752189636,
0.2148229330778122,
-0.18999746441841125,
-0.5531527996063232,
0.36019474267959595,
0.3972108066082001,
-0.29086169600486755,
0.17363104224205017,
0.05210700258612633,
0.39703381061553955,
-0.258696585893631,
-0.7076387405395508,
-0.19179165363311768,
-0.02758519910275936,
0.09710978716611862,
-0.09442747384309769,
0.21147818863391876,
-0.43830427527427673,
0.1632961481809616,
-0.6889965534210205,
-0.18226778507232666,
0.34508398175239563,
-0.005318122450262308,
-0.16895195841789246,
-0.037132393568754196,
0.7312936186790466,
0.8178728222846985,
0.8785971403121948,
0.13400498032569885,
-0.039799124002456665,
0.06667890399694443,
0.9359334707260132,
-0.657492995262146,
0.5016040205955505,
-0.03934185579419136,
-0.43730470538139343,
-1.2915903329849243,
-0.2936108708381653,
0.9906205534934998,
0.45200806856155396,
0.2595403790473938,
0.025183986872434616,
-0.33667686581611633,
0.18797802925109863,
0.44483351707458496,
-0.5357699990272522,
-0.13415098190307617,
-0.34306445717811584,
-0.6292498707771301,
-0.49975842237472534,
0.7633099555969238,
-0.23359398543834686,
0.4511714577674866,
0.0019171751337125897,
0.8436495065689087,
0.2663753628730774,
0.07519175857305527,
-0.21576917171478271,
0.004769378341734409,
-0.3202016055583954,
-0.1495530605316162,
0.8972693681716919,
-0.6422787308692932,
0.5813132524490356,
0.05042757838964462,
0.05664032697677612,
-0.2034313976764679,
-0.594572901725769,
-0.33917301893234253,
0.11693820357322693,
-0.2145063728094101,
0.3380779027938843,
-0.20140832662582397,
0.40654492378234863,
-0.43713074922561646,
-0.5855749845504761,
-0.4820360839366913,
0.4656863212585449,
-0.04727255180478096,
-0.3714928925037384,
0.031818587332963943,
-0.17492464184761047,
-0.10687155276536942,
0.19912873208522797,
0.15259386599063873,
-0.13291597366333008,
-0.768371045589447,
-0.04068465158343315
] |
Security of wireless sensor networks (WSN) is an important research area in computer and communications sciences. Anomaly detection is a key challenge in ensuring the security of WSN. Several anomaly detection algorithms have been proposed and validated recently using labeled datasets that are not publicly available. Our group proposed an ellipsoid-based anomaly detection algorithm but demonstrated its performance using synthetic datasets and real Intel Berkeley Research Laboratory and Grand St. Bernard datasets which are not labeled with anomalies. This approach requires manual assignment of the anomalies' positions based on visual estimates for performance evaluation. In this paper, we have implemented a single-hop and multi-hop sensor-data collection network. In both scenarios we generated real labeled data for anomaly detection and identified different types of anomalies. These labeled sensor data and types of anomalies are useful for research, such as machine learning, and this information will be disseminated to the research community. | [
-0.004540523514151573,
0.0060817948542535305,
-0.008144537918269634,
0.017196131870150566,
-0.040777646005153656,
-0.016284257173538208,
0.009502341970801353,
-0.007709811441600323,
-0.007782105356454849,
0.024753883481025696,
-0.006286741234362125,
0.016091547906398773,
-0.01860303245484829,
0.020513301715254784,
0.022021040320396423,
0.011547742411494255,
-0.02106742560863495,
-0.012089407071471214,
0.01049361377954483,
-0.023133903741836548,
0.0216913353651762,
-0.009810113348066807,
0.009076960384845734,
0.02257041074335575,
-0.006188009399920702,
0.025064248591661453,
-0.025847073644399643,
-0.0159642081707716,
-0.002178655471652746,
-0.0007134838961064816,
0.002369059482589364,
-0.001375669613480568,
0.019911788403987885,
0.008416131138801575,
0.00013956904876977205,
-0.008107445202767849,
-0.008121498860418797,
0.01778843253850937,
0.019707733765244484,
-0.00605503935366869,
-0.003338932991027832,
-0.0024570494424551725,
0.0021408344618976116,
0.01747976429760456,
-0.0062545109540224075,
-0.000586819602176547,
-0.0006026991177350283,
0.008486712351441383,
-0.024012930691242218,
0.007757396437227726,
-0.014527385123074055,
0.018208734691143036,
-0.013685626909136772,
0.02428341656923294,
-0.005976710468530655,
-0.0013358406722545624,
0.016944644972682,
0.010250933468341827,
-0.029021136462688446,
-0.00697164935991168,
0.0019612465985119343,
0.029712095856666565,
-0.0008468655869364738,
-0.016764884814620018,
0.010776211507618427,
-0.06699749082326889,
0.0340806245803833,
-0.028363749384880066,
0.01609710045158863,
-0.0030821049585938454,
0.02252252772450447,
0.014678006060421467,
-0.04278884083032608,
-0.034630075097084045,
0.005727291572839022,
0.00323734269477427,
-0.016132822260260582,
0.006272230297327042,
-0.018563689664006233,
0.03397639840841293,
0.004661776591092348,
0.0032013272866606712,
-0.007413113955408335,
0.015515519306063652,
-0.006617461796849966,
-0.010594433173537254,
-0.021926062181591988,
-0.008815405890345573,
-0.015430085361003876,
0.030759064480662346,
-0.008475027978420258,
-0.011192889884114265,
-0.02513807825744152,
0.002982252510264516,
0.0009737655054777861,
-0.024710379540920258,
0.01705811731517315,
0.02853192389011383,
0.020504046231508255,
-0.014359168708324432,
-0.0001852964051067829,
0.013841039501130581,
0.017953790724277496,
0.00893711019307375,
-0.012747797183692455,
0.009149376302957535,
-0.0009697503410279751,
0.029007308185100555,
0.012480147182941437,
0.008670947514474392,
0.0032254087273031473,
0.008189217187464237,
-0.011297022923827171,
0.0020130216144025326,
0.00221430161036551,
0.022215038537979126,
-0.010438201949000359,
0.003296144073829055,
0.0057904222048819065,
-0.0011950498446822166,
-0.0036634616553783417,
0.0037860646843910217,
0.005751652643084526,
0.03236164525151253,
0.006834172178059816,
0.017066966742277145,
-0.006711863912642002,
-0.0031295446678996086,
0.02955641597509384,
-0.0005300486227497458,
-0.010061200708150864,
-0.00617999117821455,
-0.013365516439080238,
-0.01143189799040556,
-0.009265536442399025,
0.0020339142065495253,
-0.007496467791497707,
0.02244468219578266,
0.0004197309026494622,
-0.016462605446577072,
0.018828801810741425,
0.014655635692179203,
0.003465907881036401,
0.009796814061701298,
0.02285030297935009,
0.003959654830396175,
-0.012617666274309158,
0.008775142952799797,
-0.008319643326103687,
-0.009977547451853752,
-0.01032467931509018,
0.007377353962510824,
0.00674066599458456,
-0.014241714030504227,
0.0066270288079977036,
0.0026117516681551933,
-0.01970827952027321,
-0.0006940753664821386,
-0.02627592906355858,
-0.003568960353732109,
0.024406563490629196,
0.012714153155684471,
0.00407018605619669,
0.007634292356669903,
-0.003969758749008179,
-0.0024044914171099663,
0.029239431023597717,
0.01850145310163498,
-0.031750649213790894,
0.007144681643694639,
0.000688168394844979,
-0.024476390331983566,
-0.004722473211586475,
0.008047973737120628,
0.004151514731347561,
0.00005391915328800678,
0.006441894918680191,
0.008090244606137276,
-0.002566602313891053,
0.06686362624168396,
0.030077388510107994,
-0.016079507768154144,
0.0037148152478039265,
0.020894382148981094,
0.01358695700764656,
-0.021553244441747665,
-0.02445126511156559,
-0.0016429736278951168,
-0.004477363545447588,
0.029600515961647034,
-0.001814788207411766,
-0.009095240384340286,
-0.007698751986026764,
-0.004210601095110178,
-0.010479966178536415,
0.0032474857289344072,
0.01163585763424635,
-0.00017300539184361696,
-0.012883782386779785,
0.011605432257056236,
0.021449044346809387,
-0.009661493822932243,
0.005130495876073837,
0.02586718648672104,
0.003938039764761925,
0.012815438210964203,
0.002650864887982607,
-0.004521023016422987,
-0.007393675856292248,
-0.026532940566539764,
0.017871305346488953,
0.019623655825853348,
-0.002939936937764287,
-0.014461852610111237,
0.0394677072763443,
0.006252177059650421,
-0.008501613512635231,
0.00669820886105299,
-0.004091006238013506,
-0.010829854756593704,
-0.002339683473110199,
0.007217288017272949,
0.014034606516361237,
-0.022055745124816895,
0.03069518692791462,
0.012747536413371563,
-0.005104045383632183,
0.011956240050494671,
-0.015512575395405293,
-0.011704402975738049,
-0.015427764505147934,
-0.022082727402448654,
-0.011304602958261967,
-0.029336396604776382,
0.006864895578473806,
0.01989714615046978,
0.010939878411591053,
-0.022090427577495575,
-0.007215402089059353,
-0.00975748524069786,
0.011529844254255295,
-0.005422883201390505,
0.007708613760769367,
-0.004823384806513786,
0.02197052165865898,
0.03109838254749775,
-0.007994268089532852,
-0.012271568179130554,
0.019050322473049164,
-0.0016505155945196748,
0.00675829965621233,
0.005305388476699591,
0.0050410619005560875,
-0.000758933019824326,
-0.02318175882101059,
-0.020067373290657997,
-0.000291758100502193,
-0.006478598807007074,
0.02172696404159069,
0.02239946648478508,
0.006123519968241453,
0.006995112635195255,
0.0010416754521429539,
0.0033747940324246883,
0.024893993511795998,
0.0007322868332266808,
0.007485608570277691,
0.013963683508336544,
-0.0026309748645871878,
0.005817403085529804,
0.0037835114635527134,
-0.014466173946857452,
-0.004266855772584677,
-0.08083868771791458,
-0.006723314523696899,
0.0017196133267134428,
0.027349531650543213,
0.01540612056851387,
0.01219168771058321,
-0.009889224544167519,
0.022521061822772026,
-0.012312124483287334,
0.0002683345228433609,
0.012697141617536545,
0.013706428930163383,
-0.015876971185207367,
0.01730559580028057,
0.018928533419966698,
-0.006478787399828434,
0.011913713067770004,
0.018363427370786667,
0.010089616291224957,
-0.02903471328318119,
0.011120276525616646,
-0.01643587090075016,
0.0015506146010011435,
0.0018626305973157287,
-0.011695224791765213,
0.021748347207903862,
0.0028392409440129995,
-0.009673897176980972,
0.01879236474633217,
-0.001359746209345758,
0.013899567537009716,
-0.009876871481537819,
-0.012153362855315208,
-0.017256302759051323,
0.01050595473498106,
-0.002671993337571621,
-0.02144477888941765,
-0.025641225278377533,
0.014290574938058853,
0.013651798479259014,
0.022552335634827614,
0.021712277084589005,
-0.0037192602176219225,
0.005401819944381714,
0.006508983671665192,
0.006684731226414442,
0.006538704968988895,
0.019989769905805588,
0.011502508074045181,
0.0008924843277782202,
0.04175371676683426,
-0.024726197123527527,
-0.0027531178202480078,
0.01121865026652813,
-0.004889504052698612,
0.015491158701479435,
-0.005402343347668648,
0.019562991335988045,
-0.009165627881884575,
-0.011603150516748428,
-0.017802691087126732,
-0.00808118935674429,
-0.007635277695953846,
0.017766427248716354,
0.0023393097799271345,
-0.03393569588661194,
0.014052099548280239,
0.018864914774894714,
-0.00564641784876585,
0.01265250239521265,
-0.010859984904527664,
-0.02592482976615429,
-0.0030486388131976128,
0.006609279662370682,
-0.02599175088107586,
-0.00972481444478035,
-0.014854212291538715,
-0.0036997608840465546,
-0.01968381740152836,
0.013695845380425453,
0.021407371386885643,
0.018099229782819748,
-0.017218289896845818,
0.00990538764744997,
-0.01379849947988987,
0.025488581508398056,
0.009032689034938812,
-0.0019447975791990757,
0.009502783417701721,
-0.01015248242765665,
0.03321968764066696,
0.023551899939775467,
0.011771597899496555,
0.0032086153514683247,
-0.0005111088976264,
-0.010368339717388153,
-0.0017597922123968601,
0.008334542624652386,
0.027229126542806625,
0.009917985647916794,
-0.002713581779971719,
-0.022199666127562523,
0.025366155430674553,
-0.012231608852744102,
0.008293263614177704,
0.010350232943892479,
0.0022572078742086887,
-0.001987695461139083,
-0.0017117864917963743,
-0.003261637408286333,
-0.022975485771894455,
0.0016475757583975792,
-0.007911479100584984,
0.01050444133579731,
0.0042225057259202,
0.016478996723890305,
-0.0057439920492470264,
0.022379180416464806,
0.07248376309871674,
0.009388304315507412,
0.014398631639778614,
-0.010167684406042099,
0.005318827927112579,
-0.01401105709373951,
-0.006398285739123821,
0.005693472921848297,
-0.01647530496120453,
-0.045683179050683975,
0.009718026965856552,
0.00029235356487333775,
-0.006488476879894733,
0.012371134012937546,
-0.00403064489364624,
0.011824928224086761,
-0.0027961586602032185,
0.015065893530845642,
-0.007724958471953869,
0.02193296328186989,
0.006165460683405399,
0.018064239993691444,
-0.014115787111222744,
-0.0008161067962646484,
0.006713746581226587,
0.002386560197919607,
0.01662723906338215,
-0.015999801456928253,
0.008395740762352943,
0.005583460442721844,
-0.017637837678194046,
-0.006481936201453209,
-0.007685995660722256,
-0.039128806442022324,
-0.020170239731669426,
-0.0023574852384626865,
-0.005471615586429834,
0.008387314155697823,
-0.005606445949524641,
-0.0086956936866045,
0.018342647701501846,
-0.01380308996886015,
0.013670619577169418,
0.014614996500313282,
0.003549647517502308,
0.019950570538640022,
-0.03700517117977142,
-0.005060904193669558,
-0.0019229205790907145,
0.004480516072362661,
-0.004903600551187992,
0.009832268580794334,
0.006926943548023701,
0.017444169148802757,
0.008987200446426868,
-0.005737264174968004,
-0.0009359868708997965,
-0.011727791279554367,
-0.0024463729932904243,
-0.037227969616651535,
-0.012230036780238152,
-0.0009990967810153961,
-0.010387149639427662,
-0.0066685061901807785,
0.00011760415509343147,
-0.005888685118407011,
0.010324683040380478,
-0.006604868918657303,
0.0022030966356396675,
-0.003286269959062338,
-0.01987825334072113,
0.0015996715519577265,
-0.027357880026102066,
-0.007665219716727734,
0.006911545526236296,
-0.011772440746426582,
-0.020785164088010788,
0.004749873653054237,
-0.012238769792020321,
-0.00038948841392993927,
-0.0035288287326693535,
0.007424200419336557,
-0.02342277765274048,
0.04523984342813492,
-0.010892778635025024,
0.01529843918979168,
-0.013578683137893677,
-0.07440296560525894,
0.014724954962730408,
-0.0035945260897278786,
-0.004185896832495928,
0.009080118499696255,
0.012981027364730835,
-0.01185196079313755,
0.026761986315250397,
-0.02497549168765545,
-0.007943034172058105,
0.027766723185777664,
-0.020286034792661667,
0.04025587439537048,
0.00887155719101429,
0.010896088555455208,
-0.003122317139059305,
-0.010410675778985023,
-0.0030141128227114677,
0.016505273059010506,
0.015837103128433228,
-0.0023456127382814884,
-0.0008590084034949541,
-0.015545758418738842,
0.011583099141716957,
-0.009471256285905838,
-0.08143062889575958,
0.000006503891199827194,
0.001258611911907792,
-0.017101788893342018,
-0.023654930293560028,
0.02664639800786972,
0.014615173451602459,
-0.01980876922607422,
0.012877795845270157,
-0.013607082888484001,
0.00487891212105751,
0.01831742934882641,
-0.017513616010546684,
-0.0016094404272735119,
0.0008954610675573349,
-0.009023960679769516,
0.017757635563611984,
-0.008877280168235302,
0.010867130942642689,
0.01622031256556511,
-0.00571975763887167,
0.006838147062808275,
-0.007172136567533016,
-0.0055695693008601665,
-0.018064143136143684,
-0.01567698083817959,
-0.0022993371821939945,
0.01624831184744835,
0.013695771805942059,
-0.00806985143572092,
0.03555651754140854,
0.003992066718637943,
0.002649059984833002,
-0.03632446750998497,
-0.024845559149980545,
-0.005567213520407677,
0.004890798591077328,
0.00891532376408577,
-0.00610707700252533,
0.012844730168581009,
0.002012301469221711,
0.0006761681288480759,
0.020621489733457565,
0.0028750950004905462,
-0.0038938350044190884,
-0.0028025959618389606,
0.00898311473429203,
0.0020365596283227205,
0.00561650050804019,
0.03466238081455231,
0.003938495181500912,
0.012757807970046997,
0.052344731986522675,
0.02868424728512764,
-0.004543510265648365,
0.01949566975235939,
-0.005520150065422058,
0.021987218409776688,
0.01925818994641304,
0.01700054109096527,
-0.008124496787786484,
0.019109515473246574,
-0.008370669558644295,
0.07248897850513458,
-0.024270186200737953,
-0.0007417467422783375,
-0.0030986093915998936,
0.0059148697182536125,
0.00452941469848156,
-0.022412972524762154,
0.02945299819111824,
0.018758688122034073,
-0.0165586955845356,
0.01130662765353918,
-0.0047347331419587135,
0.008174344897270203,
0.009679650887846947,
0.01162998378276825,
0.00925065204501152,
-0.010988039895892143,
-0.027383659034967422,
0.02654535323381424,
0.008346200920641422,
0.01443456206470728,
0.024641003459692,
-0.028194675222039223,
-0.0009894495597109199,
0.008394713513553143,
-0.002473016269505024,
-0.00329779926687479,
0.01586087979376316,
-0.01115512102842331,
0.007100026588886976,
0.005468846298754215,
0.005196677520871162,
0.004569545853883028,
-0.01726503297686577,
0.014850135892629623,
-0.025234704837203026,
0.00796488206833601,
0.00551573745906353,
-0.0025284206494688988,
-0.01842283457517624,
0.040978431701660156,
0.013140035793185234,
0.004918636754155159,
-0.010358446277678013,
0.009048040956258774,
0.0016317433910444379,
0.0007608449668623507,
-0.016057293862104416,
0.03514106571674347,
0.004283609800040722,
0.013245444744825363,
0.003167032729834318,
-0.0232328362762928,
-0.012089191935956478,
0.01854393631219864,
-0.0021461714059114456,
-0.004953684285283089,
0.006592368707060814,
0.002820270135998726,
0.007251812145113945,
0.0021613161079585552,
-0.01923288032412529,
-0.005370699800550938,
0.0025608455762267113,
0.021364277228713036,
0.017138760536909103,
-0.023590223863720894,
-0.016801079735159874,
-0.00046902336180210114,
0.013603845611214638,
-0.029732108116149902,
-0.008809993043541908,
0.008260859176516533,
0.00204335805028677,
0.021585660055279732,
0.003973912447690964,
0.009300092235207558,
0.005526226479560137,
0.02122299000620842,
0.008584782481193542,
-0.00750101450830698,
0.002608431503176689,
0.0020910450257360935,
-0.04628782719373703,
0.013190343976020813,
0.005061862990260124,
-0.04219188541173935,
-0.022632302716374397,
-0.0009368454338982701,
0.012539542280137539,
0.021882038563489914,
0.008750637993216515,
0.007039014715701342,
-0.028425220400094986,
0.00802881084382534,
0.03277568146586418,
0.006065073423087597,
0.012913856655359268,
0.007605019491165876,
0.02728325128555298,
0.016431227326393127,
-0.028499236330389977,
-0.009543327614665031,
-0.021087350323796272,
-0.024653103202581406,
0.015146052464842796,
0.01556309126317501,
0.04187994450330734,
-0.012718349695205688,
0.00026557804085314274,
0.0003077807486988604,
-0.014718880876898766,
0.01576855592429638,
0.006580667570233345,
0.006685120984911919,
0.007461667992174625,
-0.01654214970767498,
0.014738139696419239,
0.019456373527646065,
-0.007691142149269581,
0.007818162441253662,
-0.004920303821563721,
0.007885465398430824,
0.0067208148539066315,
-0.01743045449256897,
-0.027813471853733063,
-0.007315796799957752,
0.000624194392003119,
0.0037506120279431343,
-0.022168785333633423,
0.01016516424715519,
0.012436460703611374,
0.020072614774107933,
0.003166811540722847,
0.0006205978570505977,
-0.03271019086241722,
0.028137706220149994,
-0.011365978047251701,
0.0013269935734570026,
-0.0502842515707016,
-0.002638466889038682,
-0.021565791219472885,
0.003610049607232213,
0.0013825981877744198,
0.007491004187613726,
-0.01237285602837801,
-0.0031290885526686907,
0.01513228565454483,
0.002336689503863454,
-0.005910908803343773,
0.009564811363816261,
0.018882019445300102,
0.014098182320594788,
-0.0037935562431812286,
-0.019436422735452652,
0.014552319422364235,
0.006486107595264912,
-0.018804945051670074,
-0.010949053801596165,
0.015313705429434776,
0.01667444221675396,
-0.01980878785252571,
0.021402845159173012,
0.02175186388194561,
0.009522000327706337,
0.010109970346093178,
0.010146012529730797,
0.00723719596862793,
-0.02282504364848137,
0.016859278082847595,
0.0027839820832014084,
-0.021705612540245056,
-0.025963596999645233,
0.0008346154354512691,
-0.0003941943868994713,
-0.011523466557264328,
-0.013296345248818398,
0.008023333735764027,
-0.022515039891004562,
-0.013819199986755848,
-0.016998015344142914,
-0.009178243577480316,
-0.0030928445048630238,
-0.013090318068861961,
-0.002656367141753435,
0.018010010942816734,
-0.008644729852676392,
0.0077772680670022964,
-0.005771258845925331,
0.02070385031402111,
0.012057654559612274,
-0.004800067283213139,
0.005067184567451477,
0.007177582010626793,
0.012165917083621025,
-0.017189951613545418,
0.0034657446667551994,
-0.002504439791664481,
0.004426036030054092,
-0.0036056831013411283,
0.001378492685034871,
0.017496684566140175
] | [
0.34029051661491394,
-0.17842982709407806,
0.2554970681667328,
0.20088158547878265,
0.12049153447151184,
-0.5583460330963135,
0.1952044516801834,
-0.2104615867137909,
0.03063550963997841,
-0.5167423486709595,
-0.196712464094162,
0.4014687240123749,
-0.205299511551857,
0.0477895513176918,
-0.2695189416408539,
0.40491488575935364,
0.7881626486778259,
0.006334394216537476,
0.03998658061027527,
-0.2838427722454071,
-0.6447246074676514,
-0.1926455944776535,
0.2752736210823059,
-0.22355973720550537,
0.09041169285774231,
0.10227051377296448,
0.18168391287326813,
0.18704530596733093,
0.33938121795654297,
0.3134807348251343,
0.3288799226284027,
0.5161599516868591,
-0.616900622844696,
-0.3465210795402527,
-0.1553247720003128,
0.31677964329719543,
-0.20979902148246765,
0.23211099207401276,
-0.13848751783370972,
-0.45848149061203003,
0.2075604796409607,
-0.06099754571914673,
-0.11647885292768478,
0.39945554733276367,
-0.4279652237892151,
-0.6460556387901306,
-0.8347238898277283,
0.1750008463859558,
0.06047925353050232,
-0.1851375252008438,
-0.36732450127601624,
0.3579976558685303,
0.04084392637014389,
0.22509971261024475,
0.03903605788946152,
-0.2502603828907013,
0.013055028393864632,
-0.4999474287033081,
0.3136691749095917,
-0.12091071903705597,
0.12520068883895874,
-0.17701613903045654,
-0.3139144480228424,
0.08134298771619797,
0.07856129854917526,
0.42521464824676514,
0.1890316903591156,
-0.5440194010734558,
-0.18606959283351898,
0.16704843938350677,
0.37144336104393005,
0.16816623508930206,
-0.1927778273820877,
-0.27801942825317383,
-0.1394633650779724,
0.17090843617916107,
0.2137301117181778,
0.03599643334746361,
0.09182953089475632,
0.23037591576576233,
-0.3358055055141449,
0.005660080350935459,
0.26671501994132996,
-0.7261834144592285,
0.6643086671829224,
0.08243800699710846,
-0.24984458088874817,
0.5599034428596497,
-0.623119056224823,
0.38988441228866577,
0.22273844480514526,
0.003019095165655017,
0.4293663203716278,
0.05252381041646004,
0.1277913600206375,
0.4655803442001343,
0.16388297080993652,
-0.1928425431251526,
0.4105028808116913,
0.25720351934432983,
-0.07370895892381668,
-0.011108752340078354,
-0.22996686398983002,
-0.5261710286140442,
-0.4085054099559784,
-0.4147193729877472,
-0.3107912242412567,
-0.3689398765563965,
-0.4890654683113098,
0.12573568522930145,
-0.27945828437805176,
0.2591933310031891,
0.3978186547756195,
-0.20179186761379242,
-0.27329936623573303,
0.3756553828716278,
0.5395634174346924,
-0.12437251210212708,
0.3364273011684418,
0.5269515514373779,
-0.01735786907374859,
1.0877372026443481,
-0.26351436972618103,
0.3962041139602661,
0.027794983237981796,
0.060471732169389725,
0.7330023050308228,
0.37838366627693176,
-0.3654869496822357,
0.025487732142210007,
-0.17718495428562164,
1.1495625972747803,
-0.1684463769197464,
0.320045530796051,
-0.16033846139907837,
-0.26146912574768066,
0.046191032975912094,
-0.14597249031066895,
0.12802281975746155,
0.10336430370807648,
-0.4759395718574524,
-0.6284657716751099,
-0.35539373755455017,
0.0645873174071312,
-0.3279793858528137,
-0.2504067122936249,
0.08655552566051483,
-0.5973924994468689,
-0.06563049554824829,
0.08676031231880188,
-0.34635666012763977,
0.27040207386016846,
-0.9089990854263306,
0.19906120002269745,
-0.47173091769218445,
0.21320492029190063,
-0.04094699025154114,
0.14891107380390167,
-0.4472382962703705,
0.531093180179596,
0.00564237218350172,
-0.14136454463005066,
-0.7150782346725464,
0.3695280849933624,
0.32045358419418335,
-0.4702138602733612,
0.003018731949850917,
0.4963952302932739,
0.12226666510105133,
-0.06817933917045593,
0.31401199102401733,
-0.24506479501724243,
-0.3752709627151489,
-0.552958071231842,
-0.05130969360470772,
0.5311050415039062,
0.0881517231464386,
0.1963251233100891,
0.04667527601122856,
0.45256730914115906,
-0.6342396140098572,
-0.1393595188856125,
0.30373865365982056,
0.024748602882027626,
0.4513809084892273,
0.6068046689033508,
0.4212052822113037,
0.30698761343955994,
-0.3664356768131256,
-0.31906360387802124,
-0.29305964708328247,
-0.4025721549987793,
0.5198074579238892,
-1.0914795398712158,
1.1172505617141724,
0.1727902591228485,
0.4552280902862549,
1.3012914657592773,
-0.3807554543018341,
0.005248831119388342,
0.46378105878829956,
0.1447502076625824,
0.3405716121196747,
-0.25238028168678284,
-0.5405893921852112,
0.00852019153535366,
0.05912149325013161,
-0.24402213096618652,
-0.48892122507095337,
-0.29802659153938293,
0.6111074090003967,
-0.5475531220436096,
-0.07829025387763977,
-0.5201446413993835,
0.2925715446472168,
-0.18111109733581543,
-0.1737533062696457,
0.6049757599830627,
0.10697267949581146,
-0.21827737987041473,
1.0691583156585693,
-0.3416922092437744,
0.4938475489616394,
1.0219669342041016,
0.11496169120073318,
0.4076215624809265,
0.06252475082874298,
0.12791267037391663,
0.6697408556938171,
-0.4668731391429901,
-0.2892177402973175,
-0.9125956892967224,
0.353162944316864,
-0.49163880944252014,
-0.15344470739364624,
0.3166203796863556,
-0.1983742117881775,
-0.10841250419616699,
0.25463855266571045,
0.040053561329841614,
-0.18060459196567535,
0.7287960052490234,
-0.6140409111976624,
0.6657700538635254,
-0.03586716949939728,
-0.2028721570968628,
0.05187331512570381,
-0.013095169328153133,
-0.23526298999786377,
-0.22257547080516815,
0.116798996925354,
0.5119702219963074,
0.3815661668777466,
-0.7107802629470825,
0.32853853702545166,
0.06727214902639389,
0.156882181763649,
0.16885146498680115,
-0.04802974313497543,
-0.08817742019891739,
0.3985297381877899,
-0.17348957061767578,
-0.05886905640363693,
-0.18391823768615723,
-0.44635918736457825,
-0.44929039478302,
-0.21204732358455658,
-0.773414134979248,
0.8258534073829651,
0.20607896149158478,
0.7703495621681213,
-0.042573414742946625,
-0.3719312250614166,
0.05247888341546059,
-0.29302382469177246,
-0.8939372897148132,
0.39548230171203613,
0.5908329486846924,
-0.45516732335090637,
-0.1427604854106903,
0.12142903357744217,
0.6739028692245483,
0.4732149541378021,
-0.4027293622493744,
-0.25958719849586487,
-0.38514193892478943,
0.1509484350681305,
-0.21644532680511475,
-0.2730681598186493,
-0.016201527789235115,
-0.05434747412800789,
0.3339407742023468,
-0.04610389843583107,
-0.18301069736480713,
0.15910060703754425,
0.7508470416069031,
-0.02790854126214981,
0.4377029538154602,
0.5396772623062134,
0.07186221331357956,
-0.39291033148765564,
0.5087023973464966,
-0.2339794784784317,
-0.0714363232254982,
-0.17489837110042572,
-0.3580576181411743,
-0.5221576690673828,
0.5199774503707886,
-5.861412048339844,
0.09878101944923401,
-0.02221507765352726,
-0.019749080762267113,
-0.5276402831077576,
-0.16156157851219177,
0.7432222366333008,
-0.005063522141426802,
0.3875395655632019,
-0.2451174408197403,
0.14820092916488647,
0.2880500257015228,
0.2024480700492859,
0.1495758295059204,
0.18862466514110565,
-0.08548009395599365,
0.28571486473083496,
-0.1983674168586731,
0.6985273361206055,
-0.25846922397613525,
-0.05009521543979645,
-0.056869134306907654,
0.471134215593338,
-0.2745077610015869,
0.1685955673456192,
0.12840640544891357,
-0.8471860289573669,
0.2932756543159485,
-0.2193935513496399,
-0.36229178309440613,
0.2492237240076065,
-0.4567389190196991,
-0.09035507589578629,
0.03366345539689064,
-0.05502535402774811,
-0.21160362660884857,
0.14810962975025177,
0.18875014781951904,
0.5185701847076416,
-0.12611453235149384,
0.2810865342617035,
0.392048716545105,
-0.20404255390167236,
0.16341261565685272,
0.36671310663223267,
-0.30409663915634155,
0.0036479253321886063,
0.27488699555397034,
-0.0745992586016655,
0.9716932773590088,
-0.12964649498462677,
-0.21425820887088776,
0.33728328347206116,
-0.16061708331108093,
-0.33704230189323425,
-0.4840905964374542,
0.07303449511528015,
0.09214314818382263,
-0.9219115972518921,
0.42838725447654724,
-0.4458131492137909,
-0.1221848577260971,
0.31329983472824097,
-0.9722550511360168,
-0.19574756920337677,
0.3124549984931946,
-0.8324996829032898,
-0.5967682003974915,
0.017682114616036415,
0.08957318216562271,
-0.05014220252633095,
0.5817009806632996,
0.4577237367630005,
-0.38149455189704895,
0.6259859204292297,
-0.3274238109588623,
0.0036376919597387314,
-0.36452311277389526,
0.1958875209093094,
-0.24457257986068726,
-0.05259709432721138,
-0.27811431884765625,
-0.260283499956131,
0.2135842889547348,
0.1798437237739563,
-0.5529338121414185,
0.22609825432300568,
-0.4981706440448761,
-0.3692753314971924,
-0.3303593099117279,
0.9138771295547485,
-0.38961052894592285,
0.26648736000061035,
0.3323701024055481,
0.5622738003730774,
0.7025986909866333,
0.05812947824597359,
0.7532370090484619,
0.4905674457550049,
-0.2214910238981247,
0.7793681025505066,
0.09350194782018661,
-0.0674005076289177,
-1.16359543800354,
-0.16454359889030457,
0.2692708671092987,
-0.09200426191091537,
0.04237545654177666,
1.030194878578186,
-0.5245934724807739,
-0.016337940469384193,
0.1943131685256958,
-0.5298550724983215,
0.02647099457681179,
-0.012764140963554382,
-0.2787633240222931,
-0.5584731698036194,
-0.09101103246212006,
0.40210869908332825,
-0.15710563957691193,
0.40138059854507446,
0.20130543410778046,
0.8399069309234619,
-0.03164216876029968,
0.2754887342453003,
-0.16734862327575684,
-0.10228744149208069,
0.473134309053421,
-0.3822237551212311,
-0.21565909683704376,
0.34278905391693115,
0.7098108530044556,
-0.32292866706848145,
-0.08032216131687164,
0.46413329243659973,
-0.11854532361030579,
-0.4353161156177521,
0.023714642971754074,
0.20058508217334747,
-0.039228230714797974,
0.5335345268249512,
0.04038558155298233,
-0.1873679757118225,
0.33974236249923706,
0.08557862788438797,
0.08951674401760101,
-0.1789892166852951,
-0.14286474883556366,
-0.18017004430294037,
0.14581531286239624,
-0.4894176423549652,
-0.49253353476524353,
0.2220543771982193,
-0.26252982020378113,
-0.11538533121347427,
0.6267879605293274,
1.1287046670913696,
0.1047159805893898,
0.15815463662147522,
-0.5307157635688782,
0.17569026350975037,
0.4981689453125,
-0.822638750076294,
0.43879789113998413,
0.2611066997051239,
0.06845597922801971,
-1.0485243797302246,
-0.08247695118188858,
-0.46589627861976624,
0.3021754324436188,
-0.23650585114955902,
-0.14831800758838654,
-0.255301296710968,
-0.38642483949661255,
-0.3359281122684479,
0.4666106700897217,
-0.05226592347025871,
0.1979006677865982,
-0.13801364600658417,
0.0019452208653092384,
0.3211994171142578,
-0.35662469267845154,
-0.5610390901565552,
0.8356369733810425,
0.7800167798995972,
-0.5499504804611206,
0.09661795943975449,
-0.006317551713436842,
-0.29478469491004944,
0.11494573205709457,
0.4376407861709595,
0.05821998789906502,
0.3259114623069763,
0.06153126060962677,
0.11360858380794525,
-0.2826862931251526,
-0.1529993861913681,
0.04432417452335358,
-0.4686827063560486,
-0.5560762286186218,
0.10413110256195068,
0.5563489198684692,
-0.46811896562576294,
0.49807271361351013,
-0.34968557953834534,
-0.041057657450437546,
-0.1271311491727829,
0.10544731467962265,
0.059413082897663116,
-0.2741428017616272,
-0.6422671675682068,
-0.49014532566070557,
-0.06035400927066803,
0.2624991536140442,
-0.5851850509643555,
-0.4029620289802551,
0.20314888656139374,
-0.18164025247097015,
-0.7103691101074219,
0.15900559723377228,
0.1620875895023346,
-0.3122398555278778,
0.02497677132487297,
0.02792961709201336,
-0.212846040725708,
0.09180731326341629,
0.2697032392024994,
-0.548470675945282,
-0.0468464158475399,
-0.03462497889995575,
-0.6631153225898743,
-0.14681214094161987,
0.5201002359390259,
0.3131735622882843,
-0.5759135484695435,
-0.22711147367954254,
-0.30692538619041443,
0.35226115584373474,
-0.39531049132347107,
0.45281848311424255,
-0.22614476084709167,
0.3710036873817444,
-0.6584285497665405,
-0.433819979429245,
-0.6285037398338318,
0.10985533893108368,
0.6016300320625305,
0.07027920335531235,
-0.8262497782707214,
-0.5787981748580933,
0.0007785192574374378,
-0.08679189532995224,
-0.31216803193092346,
0.14939665794372559,
0.9492143988609314,
0.42079123854637146,
0.22454386949539185,
-0.6698356866836548,
-0.09826397895812988,
-0.5120041966438293,
-0.3475953936576843,
-0.08882887661457062,
-0.4999006986618042,
-0.17809589207172394,
0.07268069684505463,
0.10428860783576965,
-0.30510231852531433,
-0.9660544991493225,
-0.2237800657749176,
-0.10990723222494125,
-0.20886002480983734,
-0.47514215111732483,
0.7466978430747986,
0.6589975953102112,
-0.06757799535989761,
0.14347153902053833,
-0.1493508219718933,
0.24347279965877533,
-0.20567835867404938,
0.21627449989318848,
-0.4238837957382202,
-0.566860556602478,
-0.11477568745613098,
-0.4316157400608063,
0.09815970063209534,
-0.33618542551994324,
0.3920562267303467,
-0.02606016956269741,
0.14475569128990173,
-0.41885632276535034,
-0.40163320302963257,
-0.2994779348373413,
-0.860569953918457,
-0.19630396366119385,
-0.32140952348709106,
-0.4121048152446747,
-0.026498928666114807,
0.057747773826122284,
-0.023344984278082848,
-0.12546885013580322,
-0.7408730983734131,
0.09670113027095795,
0.5785040259361267,
-0.4115505516529083,
0.6949308514595032,
0.3090175986289978,
0.4702492654323578,
0.3283917307853699,
0.08555816113948822,
-0.27260950207710266,
0.06564801186323166,
0.320323646068573,
0.14641232788562775,
0.6101995706558228,
-0.9180026650428772,
-0.008370824158191681,
0.3594893515110016,
-0.07662792503833771,
0.6344773769378662,
0.2150527983903885,
-0.14936977624893188,
0.1699335128068924,
0.5666421055793762,
0.14050474762916565,
-0.5224707722663879,
0.827032744884491,
0.08919045329093933,
0.18971778452396393,
0.3029968738555908,
0.4667424261569977,
0.26780349016189575,
0.5517405271530151,
-0.21497315168380737,
0.38819020986557007,
0.2811979055404663,
0.3786284327507019,
0.319954514503479,
-0.42800354957580566,
-0.6286414265632629,
0.5741727352142334,
0.5926599502563477,
0.4026203453540802,
-0.2555183172225952,
0.27736204862594604,
-0.2307054102420807,
0.7210165858268738,
0.41887494921684265,
0.5996484160423279,
-0.0916079729795456,
-0.21593834459781647,
0.3031347990036011,
-0.06278694421052933,
0.048168472945690155,
-0.07047156244516373,
-0.19517847895622253,
-0.09623276442289352,
0.3166760504245758,
-0.6358650922775269,
-0.08934988081455231,
0.19673404097557068,
0.16107890009880066,
-0.0344361886382103,
0.257404088973999,
0.2626339793205261,
-0.3991581201553345,
0.11605636775493622,
0.3151237964630127,
-0.062001489102840424,
0.23873841762542725,
-0.2140691876411438,
0.14460833370685577,
-0.10945016145706177,
-0.5725514888763428,
0.33492401242256165,
-0.39391615986824036,
-0.42887112498283386,
-0.0826575979590416,
0.3400350511074066,
-0.2742094397544861,
-0.11590203642845154,
0.04901832342147827,
0.7414194345474243,
-0.09926426410675049,
-0.7125138640403748,
-0.14224441349506378,
-0.2856121063232422,
-0.3066578209400177,
0.0736049935221672,
0.23516596853733063,
-0.045452043414115906,
0.14180424809455872,
-0.7790663838386536,
-0.3934604227542877,
0.011402740143239498,
0.100252166390419,
0.029893117025494576,
0.08305934071540833,
0.7396032810211182,
0.4344480335712433,
0.39123234152793884,
0.2824395000934601,
0.40028464794158936,
0.23944362998008728,
0.2708023190498352,
-0.8193024396896362,
0.46913087368011475,
-0.48907947540283203,
-0.12847697734832764,
-0.6310732960700989,
-0.28695395588874817,
0.5631322264671326,
0.6540798544883728,
0.17187704145908356,
-0.007980532944202423,
-0.07240912318229675,
-0.0741400271654129,
0.41581737995147705,
-0.37939661741256714,
-0.09310293197631836,
-0.015904687345027924,
-0.8439591526985168,
-0.598085880279541,
0.10645260661840439,
-0.2774715721607208,
0.07858827710151672,
-0.239904522895813,
0.35598939657211304,
0.4820561707019806,
-0.12002541124820709,
0.2674025297164917,
0.08815062791109085,
-0.49699029326438904,
-0.7253664135932922,
0.4411804676055908,
-0.6108348369598389,
0.10340339690446854,
0.025255892425775528,
0.09929925948381424,
0.303059846162796,
-0.4431249499320984,
0.3017329275608063,
0.15026254951953888,
-0.3188733160495758,
0.5625839233398438,
-0.32551610469818115,
0.35198938846588135,
-0.052708372473716736,
-0.49778592586517334,
-0.6247046589851379,
0.36251115798950195,
0.07172646373510361,
-0.29182881116867065,
0.30312618613243103,
-0.4817390441894531,
-0.25615382194519043,
0.22399872541427612,
0.20527638494968414,
-0.4848299026489258,
-0.18860431015491486,
-0.04985860735177994
] |
To promote smart campus, National Chiao Tung University is deploying several location-based IoT applications based on wireless communications technologies including LoRa and NB-IoT. The applications are indoor/outdoor environment conditions monitoring (such as PM2.5, temperature, and humidity), emergency buttons, and so on. This paper uses PM2.5 measurement application as an example to present the performance of LoRa when it is used on campus. We investigated the LoRa transmission performance from LoRa end-devices to the LoRa gateway. We show how packet losses were affected by the distance between the end-device and the gateway, the transmit power, the payload length, the antenna angle, the time of day, and the weather conditions. The pattern of LoRa packet losses were also measured and we found that in our long-term PM2.5 monitoring application, more than 99\% of LoRa packet losses occurred with three or less consecutive packet losses. | [
-0.008656146936118603,
0.0023379859048873186,
-0.010188566520810127,
0.006210947409272194,
0.023088831454515457,
0.00820096954703331,
0.01103516761213541,
0.005932932253926992,
-0.013267746195197105,
-0.005575929768383503,
-0.01724620908498764,
0.003482086816802621,
0.001868994440883398,
0.015440717339515686,
-0.009477810934185982,
-0.012770053930580616,
0.002013520337641239,
0.01745503768324852,
0.017410971224308014,
-0.015140725299715996,
0.002328526694327593,
-0.012928012758493423,
0.009868149645626545,
-0.0010724354069679976,
0.03765607252717018,
0.020392466336488724,
-0.05301932245492935,
-0.034861333668231964,
-0.03411262482404709,
-0.0104188472032547,
0.012300126254558563,
0.00038936850614845753,
0.027598224580287933,
0.05080995708703995,
-0.008818929083645344,
-0.018654730170965195,
-0.01178908534348011,
0.022175084799528122,
-0.015934914350509644,
-0.006492189597338438,
0.0068920389749109745,
-0.008474529720842838,
0.002650253474712372,
-0.020601384341716766,
-0.00904192216694355,
0.01324177160859108,
-0.00832360703498125,
0.011732700280845165,
0.005015607923269272,
0.008390787057578564,
-0.0069608367048203945,
0.023030586540699005,
-0.009029585868120193,
0.050668880343437195,
-0.006924646440893412,
-0.000042265281081199646,
0.017322883009910583,
0.013625790365040302,
0.013527746312320232,
0.018808513879776,
0.004332640208303928,
-0.0025722563732415438,
-0.010761282406747341,
-0.03197569400072098,
-0.00995215866714716,
-0.06652723997831345,
-0.014396453276276588,
-0.01864405907690525,
0.010056110098958015,
0.010570078156888485,
0.002651043701916933,
0.009196651168167591,
-0.025477565824985504,
0.015989426523447037,
-0.011612176895141602,
0.013761426322162151,
-0.012301940470933914,
-0.03440633416175842,
0.008852297440171242,
0.011413190513849258,
0.013156874105334282,
0.004364894703030586,
-0.03010484203696251,
0.02490643784403801,
-0.00814058817923069,
-0.0018999532330781221,
0.0013908963883295655,
-0.015326359309256077,
-0.005522686056792736,
0.02043321169912815,
-0.011219345964491367,
-0.004360527265816927,
0.003826148808002472,
-0.015991510823369026,
-0.03899092972278595,
0.014103956520557404,
-0.013911407440900803,
0.017442818731069565,
-0.0037569901905953884,
-0.0013585491105914116,
0.003358177375048399,
0.01886112429201603,
0.026857923716306686,
-0.0028511446435004473,
-0.012537454254925251,
0.017899172380566597,
0.013094109483063221,
-0.0075417933985590935,
-0.007963799871504307,
0.008869549259543419,
0.01179557479918003,
0.019319692626595497,
-0.02848491445183754,
-0.004542871378362179,
0.010132904164493084,
-0.01059524342417717,
0.01947760209441185,
-0.014597125351428986,
0.003747491165995598,
0.004533542785793543,
-0.004228637088090181,
-0.016268476843833923,
-0.0039424775168299675,
-0.006688989698886871,
0.0060038031078875065,
-0.0005076234228909016,
-0.025492485612630844,
0.0031085454393178225,
-0.009195629507303238,
0.005261729471385479,
-0.009618120267987251,
-0.0006825043819844723,
-0.004588011652231216,
-0.038690291345119476,
-0.019351249560713768,
-0.005854001268744469,
0.00758137833327055,
-0.018691852688789368,
0.006202515680342913,
-0.006743087433278561,
0.015845458954572678,
0.014753383584320545,
0.004579033236950636,
0.005626070313155651,
0.02383691444993019,
-0.013550637289881706,
0.02312818542122841,
0.006530954968184233,
0.021157152950763702,
-0.002260487759485841,
0.009608281776309013,
-0.02737484499812126,
-0.01352857705205679,
-0.018503371626138687,
0.005957473535090685,
-0.0039723701775074005,
-0.017925860360264778,
0.005474202334880829,
-0.017607782036066055,
0.010146736167371273,
0.03216591104865074,
0.008713973686099052,
0.0071935104206204414,
0.009931362234055996,
0.0385800302028656,
0.01325472816824913,
0.003517964156344533,
-0.012987601570785046,
0.009281491860747337,
0.007123878691345453,
-0.016975058242678642,
-0.01394682377576828,
-0.008262977004051208,
0.0064875115640461445,
-0.008266333490610123,
0.0019329432398080826,
-0.001953971106559038,
0.00886108260601759,
-0.011719336733222008,
0.06604330241680145,
0.026037942618131638,
0.011515230871737003,
0.018780311569571495,
0.009960703551769257,
-0.015021424740552902,
-0.015161155723035336,
0.012190395966172218,
-0.007221079897135496,
-0.0077494364231824875,
0.003037928370758891,
-0.02404113858938217,
-0.0057888878509402275,
-0.002203053329139948,
-0.017064295709133148,
-0.012860190123319626,
0.002788117853924632,
0.03314227983355522,
0.002801681635901332,
0.004600725136697292,
-0.017882613465189934,
-0.009585633873939514,
0.009674472734332085,
0.008872711099684238,
-0.008659901097416878,
0.006615847814828157,
0.0028358949348330498,
0.019012659788131714,
-0.0369408056139946,
-0.00018485088367015123,
0.01805019937455654,
0.012758303433656693,
0.008823778480291367,
-0.0031147196423262358,
-0.007950210943818092,
0.012283959425985813,
0.010781843215227127,
-0.015691302716732025,
0.011575144715607166,
0.007485022768378258,
-0.01495407149195671,
-0.005272996611893177,
-0.008032012730836868,
0.023727403953671455,
-0.004194939509034157,
0.02648487128317356,
0.011389992199838161,
-0.033552415668964386,
0.011306488886475563,
0.030809922143816948,
-0.013956300914287567,
-0.007249592803418636,
-0.013824669644236565,
-0.014167441986501217,
0.010642895475029945,
-0.028719238936901093,
-0.0021949722431600094,
0.011743764393031597,
-0.030130237340927124,
0.013336793519556522,
-0.010837381705641747,
0.035176217555999756,
-0.009715565480291843,
0.03303990140557289,
0.003874178510159254,
-0.024961277842521667,
0.0073675792664289474,
0.003723627422004938,
0.013242069631814957,
-0.03022003173828125,
0.017466427758336067,
0.006281813606619835,
-0.01598820835351944,
0.007546421140432358,
-0.00664130225777626,
0.0036040882114320993,
0.012819405645132065,
-0.0075236232951283455,
-0.012196030467748642,
0.027492066845297813,
-0.030663032084703445,
0.006390085443854332,
0.003395871492102742,
-0.0024273674935102463,
-0.011827709153294563,
-0.012089144438505173,
0.01390848495066166,
-0.005992491729557514,
0.00657996442168951,
0.02826065570116043,
-0.021307744085788727,
0.004622616805136204,
-0.005620626732707024,
-0.0001620593247935176,
-0.0816437155008316,
-0.008813319727778435,
0.022374864667654037,
-0.012839999981224537,
0.011203162372112274,
0.008959230035543442,
-0.010174538940191269,
0.031009122729301453,
-0.004621743690222502,
-0.015599613077938557,
0.0016686762683093548,
0.00462765758857131,
-0.01035221852362156,
-0.00004754820838570595,
-0.0005855821073055267,
-0.014959738589823246,
0.01448654942214489,
-0.009412053041160107,
0.0006230846047401428,
0.010101650841534138,
-0.02279270626604557,
-0.011309264227747917,
-0.0018704268150031567,
0.0003717623185366392,
-0.023672210052609444,
-0.0023088394664227962,
-0.016092002391815186,
0.0007870672270655632,
0.005778579972684383,
0.011974110268056393,
-0.000800244277343154,
-0.0013311668299138546,
-0.02773749642074108,
-0.024148421362042427,
0.016772327944636345,
-0.03476320952177048,
0.002050797687843442,
0.010840155184268951,
0.0042157769203186035,
0.020674318075180054,
-0.005723182577639818,
0.00011771998833864927,
-0.020153813064098358,
0.007351058069616556,
-0.005161140114068985,
-0.005845525301992893,
-0.02339061163365841,
-0.017313770949840546,
0.015998365357518196,
-0.004824615083634853,
0.0074434420093894005,
-0.000599067541770637,
0.010716415010392666,
0.013787437230348587,
-0.009642603807151318,
0.003143793437629938,
-0.006998777389526367,
-0.01462895330041647,
-0.008285353891551495,
-0.007004430517554283,
0.009312376379966736,
-0.024704454466700554,
0.005579633638262749,
0.01587173156440258,
-0.010056259110569954,
-0.025471827015280724,
0.006975253112614155,
-0.0014919806271791458,
0.0018833172507584095,
0.01900741085410118,
-0.010295573621988297,
0.023228712379932404,
-0.0037136340979486704,
0.0010046823881566525,
-0.018700310960412025,
-0.015493419021368027,
-0.01762443035840988,
-0.0022574507165700197,
0.01906760223209858,
0.0012428974732756615,
0.00906907394528389,
0.022969096899032593,
0.00898660160601139,
0.005977247375994921,
-0.002586594084277749,
0.03307582065463066,
0.014263640157878399,
-0.0053583774715662,
0.010418722406029701,
-0.015443865209817886,
0.055252447724342346,
0.02439027465879917,
-0.010048085823655128,
0.010413236916065216,
0.008422612212598324,
-0.011131922714412212,
0.0021528685465455055,
0.02006564661860466,
0.005633908323943615,
0.008184775710105896,
-0.03557860478758812,
-0.018578210845589638,
-0.015097140334546566,
-0.016028258949518204,
-0.03478322923183441,
0.010791713371872902,
0.0034020706079900265,
0.004547043703496456,
-0.01219194196164608,
-0.0030200344044715166,
-0.017960812896490097,
-0.02427237294614315,
-0.013011115603148937,
0.05034853518009186,
0.008419017307460308,
-0.017421625554561615,
-0.011019624769687653,
0.006562016438692808,
0.07211582362651825,
-0.008314361795783043,
0.01985882595181465,
-0.025862541049718857,
0.007182915695011616,
-0.008672140538692474,
-0.002561437664553523,
-0.015593979507684708,
0.019737830385565758,
0.007597681600600481,
0.014324784278869629,
-0.005593734327703714,
0.005842267535626888,
0.01911633461713791,
-0.020181715488433838,
0.013965154066681862,
0.017333917319774628,
-0.0020189229398965836,
0.017110805958509445,
0.017734374850988388,
0.028866231441497803,
0.01440393179655075,
-0.019346997141838074,
-0.023191122338175774,
-0.010660982690751553,
0.0486939400434494,
-0.015876293182373047,
-0.01629118248820305,
0.003159619402140379,
0.006510842591524124,
0.0122598921880126,
-0.009249446913599968,
-0.008333628997206688,
-0.03178900107741356,
0.006337760016322136,
-0.013973995111882687,
0.04628312960267067,
-0.020425371825695038,
0.009643306955695152,
-0.007566309068351984,
0.019843844696879387,
-0.01695072650909424,
0.02673226036131382,
0.0054007344879209995,
0.005884229205548763,
-0.005975970532745123,
-0.00047297868877649307,
-0.006263196934014559,
-0.006430578883737326,
0.03407400846481323,
0.0032579877879470587,
0.03155659884214401,
0.0071013933047652245,
-0.0021405385341495275,
-0.01066220086067915,
-0.00857461802661419,
-0.014039812609553337,
0.009023021906614304,
-0.024699656292796135,
-0.013036919757723808,
-0.0031592133454978466,
0.012110901065170765,
-0.001872265595011413,
-0.041235312819480896,
-0.006813499145209789,
-0.00788155384361744,
-0.018066218122839928,
-0.006465675309300423,
0.018733661621809006,
0.005126697942614555,
-0.003760135266929865,
-0.0322444811463356,
-0.01335874106734991,
0.01494496501982212,
-0.012811457738280296,
-0.015427980571985245,
-0.006113121286034584,
0.011842796579003334,
-0.02631974406540394,
-0.0032573407515883446,
-0.022614093497395515,
-0.0012895676773041487,
-0.027569252997636795,
0.014296840876340866,
0.014298418536782265,
-0.011803856119513512,
0.0033611131366342306,
-0.07517221570014954,
0.010968141257762909,
-0.002463467186316848,
-0.005614191759377718,
0.009446077048778534,
0.036791201680898666,
-0.010654715821146965,
-0.003466547466814518,
-0.0300447940826416,
-0.01474680844694376,
-0.00872751697897911,
-0.006427044980227947,
0.015217327512800694,
0.014021906070411205,
0.011599142104387283,
-0.0001576840877532959,
-0.01473474595695734,
0.0002719491021707654,
0.023308664560317993,
0.014209844172000885,
-0.027058610692620277,
0.010971110314130783,
-0.015153689309954643,
-0.007493339478969574,
0.002951735397800803,
-0.08085871487855911,
-0.0037694433704018593,
0.012390987016260624,
0.009300490841269493,
0.005641757510602474,
-0.0036513416562229395,
0.028686203062534332,
0.00019799266010522842,
0.007126023527234793,
-0.016127772629261017,
-0.0032452456653118134,
0.0020078644156455994,
-0.013472506776452065,
-0.023894840851426125,
-0.010533204302191734,
-0.009153410792350769,
0.02688654139637947,
-0.011927183717489243,
-0.0023806560784578323,
-0.0042461189441382885,
0.017184333875775337,
-0.01933259889483452,
-0.00937544833868742,
0.0005340373609215021,
-0.011237867176532745,
0.00461441557854414,
-0.004075705539435148,
0.012820112518966198,
0.017187530174851418,
-0.01938054896891117,
-0.017881497740745544,
-0.02791028469800949,
0.02242400124669075,
0.007255800999701023,
0.005752598866820335,
-0.00988098792731762,
0.005377453751862049,
-0.015971343964338303,
0.007605943363159895,
-0.009254282340407372,
-0.010670372284948826,
0.01163622085005045,
-0.02598472125828266,
0.0016337181441485882,
0.004257660824805498,
-0.0071684736758470535,
0.00852825678884983,
-0.005284308455884457,
0.015833966434001923,
-0.010469035245478153,
0.016971562057733536,
0.0016305353492498398,
0.007701821159571409,
0.004818543791770935,
-0.008965441957116127,
-0.00497454172000289,
-0.0067598335444927216,
0.009825501590967178,
-0.016193334013223648,
0.03276190534234047,
-0.0023665830958634615,
0.037017542868852615,
0.015716135501861572,
0.07151080667972565,
0.005810500122606754,
-0.0020290417596697807,
-0.0016733198426663876,
-0.008193228393793106,
0.006232681684195995,
-0.0075148046016693115,
0.0002942979335784912,
-0.01468353345990181,
-0.01283105555921793,
-0.00839314330369234,
-0.011421749368309975,
0.008828796446323395,
0.012750114314258099,
-0.001355535350739956,
0.0012063458561897278,
-0.025299089029431343,
-0.019830256700515747,
0.003027321072295308,
0.006277970504015684,
0.02207130752503872,
0.013479562476277351,
0.017726844176650047,
-0.011806996539235115,
0.025084421038627625,
0.0005826638080179691,
-0.008328244090080261,
0.016488688066601753,
-0.020052064210176468,
0.0009462600573897362,
-0.004850693978369236,
-0.006531647406518459,
0.009655484929680824,
-0.0008742613717913628,
0.013482566922903061,
-0.0223226360976696,
0.0021550566889345646,
0.008847707882523537,
-0.01739354059100151,
-0.04721201956272125,
0.010259773582220078,
-0.017586631700396538,
-0.0015605604276061058,
0.011296028271317482,
-0.008554208092391491,
-0.012783396989107132,
0.01503690518438816,
0.02003305032849312,
0.02699710801243782,
0.010246704332530499,
0.010125675238668919,
-0.004075412172824144,
0.007306089624762535,
-0.014450082555413246,
0.0037001275923103094,
0.025430263951420784,
0.03493398427963257,
0.018145937472581863,
-0.032316431403160095,
0.016700955107808113,
0.009777681902050972,
-0.008302314206957817,
0.005306723993271589,
0.004023964516818523,
0.015064239501953125,
-0.026367051526904106,
-0.004283487796783447,
-0.04267190396785736,
-0.003521451260894537,
0.01273166574537754,
0.022263742983341217,
0.05270965397357941,
0.01126173883676529,
-0.0038067768327891827,
0.030340958386659622,
0.009562931954860687,
-0.00735835637897253,
-0.01413305290043354,
0.001947098644450307,
0.011255966499447823,
-0.0062736282125115395,
-0.019070494920015335,
-0.0002702251076698303,
-0.005985483527183533,
-0.012277014553546906,
-0.009742764756083488,
-0.0022171628661453724,
-0.01578235626220703,
-0.0009617328178137541,
0.013070562854409218,
-0.008374245837330818,
0.005437973886728287,
0.009586918167769909,
0.0010907589457929134,
0.0033271978609263897,
0.035747889429330826,
0.008828937076032162,
0.009017841890454292,
-0.007164061069488525,
0.0046006604097783566,
-0.025431402027606964,
0.018512550741434097,
-0.011319936253130436,
-0.00434702355414629,
-0.014322418719530106,
-0.004480978474020958,
0.013590890914201736,
-0.017438005656003952,
0.002642109291628003,
-0.015002177096903324,
-0.0019233620259910822,
-0.007135726045817137,
-0.005875280126929283,
0.0073790717869997025,
0.010455958545207977,
0.011879010125994682,
-0.012548251077532768,
-0.02362225390970707,
0.01695004105567932,
-0.011675522662699223,
0.008601155132055283,
0.0012054109247401357,
0.0003366130404174328,
0.01385918352752924,
0.005144290626049042,
-0.027827918529510498,
-0.008583585731685162,
-0.004681982100009918,
0.019562939181923866,
-0.02969793602824211,
0.03144550323486328,
-0.007835336029529572,
-0.02648279257118702,
-0.01917934976518154,
0.007192838937044144,
0.027320433408021927,
0.02443915233016014,
-0.004201157484203577,
0.00496638473123312,
0.004647374618798494,
-0.006653105840086937,
-0.006116185337305069,
-0.004798658192157745,
-0.031931325793266296,
0.009184043854475021,
0.01012337114661932,
0.004866443574428558,
0.016153965145349503,
0.010000528767704964,
0.007310289889574051,
0.005189953371882439,
0.014028580859303474,
0.00583754014223814,
-0.008580074645578861,
0.0021846992895007133,
0.00916154496371746,
-0.0059634847566485405,
0.0017380299977958202,
-0.001595227513462305,
0.012337701395154,
-0.010668544098734856,
0.009288689121603966,
0.0074202618561685085,
0.004872245714068413,
-0.00524475472047925,
-0.019009079784154892,
-0.009339997544884682,
0.014017440378665924,
0.01747659221291542,
-0.015012836083769798,
0.0017625116743147373,
-0.051712360233068466,
-0.016382090747356415,
0.0009484549518674612,
-0.027401885017752647,
0.001966340932995081,
-0.0016600573435425758,
-0.001062934985384345,
-0.005020640790462494,
0.0017810352146625519,
-0.001273350790143013,
-0.0031876303255558014,
-0.008936240337789059,
-0.013739421963691711,
0.002858431078493595,
-0.005477900616824627,
-0.0019969125278294086,
0.01134444773197174,
-0.003185338107869029,
0.007253061980009079,
-0.012737871147692204,
0.028030041605234146,
-0.021829314529895782,
-0.00002103555016219616,
0.007146550342440605,
0.010358190163969994,
-0.025827229022979736,
0.01733132265508175,
-0.006092729512602091,
-0.017534177750349045,
0.022322731092572212,
0.0008036131039261818
] | [
0.4502848982810974,
0.02200680412352085,
0.22143152356147766,
0.22535590827465057,
0.34250953793525696,
-0.1334499567747116,
-0.06602242588996887,
0.3016110360622406,
-0.44206494092941284,
-0.4991021454334259,
-0.39408212900161743,
-0.1499445140361786,
0.45739611983299255,
0.14827030897140503,
0.3081980347633362,
0.24024049937725067,
0.6596081852912903,
0.018945414572954178,
-0.2900501787662506,
-0.29225948452949524,
-0.30381837487220764,
-0.17600515484809875,
0.7797218561172485,
0.08744476735591888,
0.19398441910743713,
0.2942831218242645,
0.3504992127418518,
0.36291152238845825,
0.27398139238357544,
0.2121119350194931,
0.15357176959514618,
0.14215140044689178,
0.014495007693767548,
0.24562060832977295,
0.16511289775371552,
-0.29670143127441406,
-0.15373754501342773,
0.021908557042479515,
-0.033587872982025146,
-0.2057093232870102,
-0.09660336375236511,
-0.1593589335680008,
-0.05191464349627495,
0.15287120640277863,
-0.2907959520816803,
-0.9425490498542786,
-1.6622568368911743,
-0.04655474051833153,
-0.504997193813324,
0.3636481463909149,
0.03162383288145065,
0.6815204620361328,
0.2941075563430786,
0.09748445451259613,
-0.03725351393222809,
0.26458895206451416,
-0.29895707964897156,
-0.47740620374679565,
0.08965027332305908,
-0.37551793456077576,
-0.1693682074546814,
0.08345811814069748,
-0.3215729594230652,
0.5322703719139099,
0.21366409957408905,
0.27328675985336304,
-0.25997215509414673,
-0.6005026698112488,
-0.4797113835811615,
-0.10654515027999878,
0.25190141797065735,
0.11824344098567963,
-0.2528398633003235,
0.08555610477924347,
-0.555229902267456,
-0.0783228948712349,
0.02926960214972496,
-0.22837410867214203,
-0.29941779375076294,
-0.3149457573890686,
-0.15275484323501587,
-0.08965645730495453,
0.2236502468585968,
-0.2802063226699829,
0.60498046875,
0.2539604902267456,
-0.3482743203639984,
0.23232585191726685,
-0.5013194680213928,
0.6479211449623108,
0.04774882271885872,
-0.02569347247481346,
0.498725950717926,
0.5443419218063354,
0.048339154571294785,
0.4498760998249054,
-0.10077576339244843,
-0.1434554010629654,
0.24253807961940765,
0.32951679825782776,
-0.2524862289428711,
0.011839541606605053,
0.5043478012084961,
0.1467961072921753,
-0.5134361982345581,
-0.22306133806705475,
-0.8007110357284546,
-0.4112084209918976,
-0.5978950262069702,
0.06496769934892654,
-0.9236088991165161,
0.041987258940935135,
-0.29271796345710754,
0.22007568180561066,
0.357715904712677,
0.3947433531284332,
0.4165956676006317,
-0.16350601613521576,
-0.2803313434123993,
0.20822693407535553,
-0.10987558215856552,
0.5611342787742615,
-0.04821278899908066,
0.5054801106452942,
0.1799042522907257,
0.17706739902496338,
0.42620447278022766,
0.34358876943588257,
-0.6431128978729248,
0.3546663224697113,
0.03487217053771019,
0.6945229768753052,
-0.39918723702430725,
-0.42011758685112,
-0.055430151522159576,
-0.45330920815467834,
0.2970602214336395,
0.08139384537935257,
0.0969286784529686,
0.39970093965530396,
-0.5296878218650818,
-0.1936032623052597,
-0.06810089200735092,
-0.03810936585068703,
-0.5971143841743469,
-0.18109044432640076,
-0.5333833694458008,
-0.3715757131576538,
-0.3210253119468689,
-0.03046412765979767,
0.06361647695302963,
0.07566097378730774,
-0.8090634346008301,
0.07435408234596252,
-0.33163660764694214,
0.6642193794250488,
0.2164163589477539,
0.010123011656105518,
0.15500475466251373,
0.21343085169792175,
-0.432097464799881,
-0.11761795729398727,
-0.8075639009475708,
0.15399828553199768,
-0.08485948294401169,
0.1318681538105011,
0.03449837490916252,
-0.19426889717578888,
-0.23265261948108673,
0.019642235711216927,
-0.21162953972816467,
-0.01499093510210514,
-0.5000917315483093,
-0.43133899569511414,
0.054035842418670654,
0.009327128529548645,
-0.22408358752727509,
0.23396319150924683,
-0.33104246854782104,
0.6007536053657532,
-1.0228644609451294,
0.012389712035655975,
0.3105030655860901,
-0.16065271198749542,
0.28631290793418884,
0.01187160424888134,
0.43046751618385315,
0.3175384998321533,
0.06269272416830063,
0.4575938880443573,
-0.2194596379995346,
-0.22698958218097687,
0.5189605951309204,
-0.5260939002037048,
1.0197879076004028,
-0.15702705085277557,
0.14237980544567108,
1.074950933456421,
-0.3258016109466553,
0.30068570375442505,
-0.032439716160297394,
0.29729628562927246,
0.42992013692855835,
-0.23474650084972382,
-0.596394956111908,
-0.38440126180648804,
0.1623210459947586,
0.47709551453590393,
-0.2880045175552368,
-0.3190854489803314,
0.40925538539886475,
-0.5955826044082642,
0.10610906779766083,
-0.5693973302841187,
0.2333199381828308,
-0.1645212471485138,
-0.4907768666744232,
-0.1654762327671051,
-0.30517980456352234,
-0.26261693239212036,
1.4315227270126343,
-0.22827813029289246,
0.6134865283966064,
0.7611615061759949,
0.16367654502391815,
0.2974194884300232,
0.03364064171910286,
0.14856064319610596,
0.4515879154205322,
-0.06150252744555473,
0.24218273162841797,
-0.8418862223625183,
0.07656814157962799,
-0.06540677696466446,
-0.05220974609255791,
0.2245778888463974,
-0.38463929295539856,
-0.1033758595585823,
0.29947465658187866,
0.0020313910208642483,
-0.08155803382396698,
0.024095725268125534,
-0.6715131402015686,
0.604983925819397,
0.6918375492095947,
-0.4242342710494995,
-0.7240718603134155,
-0.12116608023643494,
-0.22333543002605438,
-0.5735739469528198,
0.39365142583847046,
-0.1638229340314865,
-0.20839694142341614,
-0.2056298553943634,
0.029189644381403923,
-0.20191878080368042,
0.09337522834539413,
-0.17209027707576752,
0.3523440361022949,
-0.5304887890815735,
0.3555689752101898,
0.016967440024018288,
0.19717714190483093,
0.1807989925146103,
-0.44811418652534485,
-0.16282765567302704,
0.009454197250306606,
-0.40921762585639954,
0.25252047181129456,
0.06539291143417358,
-0.12929470837116241,
0.05113762617111206,
-0.35760781168937683,
-0.0984949842095375,
-0.15311960875988007,
-0.7749290466308594,
0.1722814291715622,
0.601952314376831,
-0.7499979734420776,
-0.07856005430221558,
0.1986542046070099,
0.20780298113822937,
0.3779231011867523,
-0.8118942379951477,
-0.011451699770987034,
0.18470843136310577,
-0.3451649248600006,
0.05260135233402252,
-0.7089739441871643,
-0.33347925543785095,
-0.15674541890621185,
0.2053409218788147,
0.24075399339199066,
0.049154363572597504,
0.3103817105293274,
0.4070378243923187,
-0.3299243748188019,
-0.2245585024356842,
0.9784044623374939,
-0.010143006220459938,
0.16177360713481903,
0.20588745176792145,
0.09451893717050552,
-0.42384055256843567,
-0.021123573184013367,
-0.6699069142341614,
-0.18666589260101318,
0.41879624128341675,
-5.802262306213379,
0.12188374251127243,
-0.2357148677110672,
0.5178233981132507,
-0.2911406457424164,
-0.4526698589324951,
0.8411064743995667,
-0.18250781297683716,
0.2971577048301697,
-0.3959802985191345,
-0.16632837057113647,
0.20941397547721863,
0.4085870087146759,
-0.007142747286707163,
0.018537206575274467,
1.0231313705444336,
0.4323870539665222,
-0.15192648768424988,
0.3258184492588043,
-0.09226033091545105,
-0.06173175573348999,
-0.24036793410778046,
-0.2966565191745758,
0.47860029339790344,
0.2672143280506134,
-0.17370232939720154,
-0.9614989161491394,
0.29450491070747375,
-0.39341703057289124,
-0.5932978391647339,
0.25387898087501526,
-0.20249125361442566,
0.04183928668498993,
-0.203610360622406,
0.2360820770263672,
0.16766540706157684,
0.8378527164459229,
0.04967542365193367,
-0.7453888654708862,
-0.15800268948078156,
0.6090365648269653,
0.4891732633113861,
-0.2444920688867569,
0.2345322221517563,
0.7140485644340515,
-0.39792343974113464,
0.21113841235637665,
0.13595639169216156,
-0.483126163482666,
0.28575146198272705,
-0.07616773992776871,
0.4036167562007904,
0.7693150639533997,
-0.21210028231143951,
-0.4603908360004425,
0.19157521426677704,
0.06483159214258194,
0.4794457256793976,
-0.5814899206161499,
0.0054765441454946995,
-0.40556707978248596,
-0.16274817287921906,
0.11489148437976837,
-0.7581607699394226,
-0.05096253752708435,
0.08565086126327515,
-0.6051336526870728,
-0.4664830267429352,
-0.015982963144779205,
-0.08055740594863892,
-0.36287957429885864,
0.2344130277633667,
0.08888265490531921,
-0.7422794103622437,
0.20908616483211517,
-0.198671355843544,
0.12735430896282196,
0.12981942296028137,
-0.4877988398075104,
0.12093909084796906,
-0.11934518814086914,
-0.051776450127363205,
0.08443240821361542,
0.522854745388031,
-0.03536517545580864,
-0.8549707531929016,
0.14581966400146484,
-0.268361896276474,
-0.2175283133983612,
0.4461875557899475,
0.7951323390007019,
-0.14572344720363617,
0.37756872177124023,
0.3725821375846863,
0.6248111724853516,
0.12095992267131805,
0.20287513732910156,
0.1892348825931549,
0.14966534078121185,
-0.7535884380340576,
0.5928063988685608,
0.02094275876879692,
-0.31580984592437744,
-0.800763726234436,
-0.4124792218208313,
-0.3480818271636963,
0.04372661933302879,
0.5414260625839233,
0.17643161118030548,
-0.049661893397569656,
0.22396467626094818,
0.19179999828338623,
-0.39280301332473755,
0.35910212993621826,
0.9078412652015686,
-0.2801702618598938,
-0.15123474597930908,
0.15354615449905396,
0.22204086184501648,
-0.03859735652804375,
0.06083362177014351,
0.31920361518859863,
0.631575345993042,
-0.1944655478000641,
-0.3129827082157135,
-0.23681625723838806,
-0.15535640716552734,
0.34845539927482605,
-0.4107713997364044,
-0.08785340189933777,
0.20052850246429443,
0.43184739351272583,
0.032816484570503235,
0.01507259439677,
0.045615293085575104,
0.15850436687469482,
-0.48585179448127747,
-0.1746891885995865,
0.17620563507080078,
-0.2197207361459732,
0.02734389156103134,
0.22719518840312958,
0.5332129001617432,
0.41139885783195496,
0.901005744934082,
0.07447587698698044,
-0.5220943689346313,
0.1633511781692505,
-0.5877661108970642,
0.025222571566700935,
-0.4379047751426697,
-0.838499128818512,
-0.3192637264728546,
-0.5072888135910034,
-0.018313433974981308,
0.16511163115501404,
-0.3351907432079315,
0.1501798778772354,
0.6565300226211548,
-0.08206236362457275,
0.7361785173416138,
0.10688035190105438,
-0.808189332485199,
0.14305379986763,
-0.07112447917461395,
0.10518056899309158,
-0.3039162755012512,
-0.24338696897029877,
-0.3610428273677826,
0.3828293979167938,
0.31798282265663147,
0.048323772847652435,
-0.7208821177482605,
-0.5975826978683472,
0.07642676681280136,
-0.3061937987804413,
-0.031012747436761856,
0.291686087846756,
0.4011184871196747,
0.14898867905139923,
0.31363382935523987,
-0.17142876982688904,
0.021990908309817314,
0.43447381258010864,
1.172884225845337,
-0.08054929971694946,
-0.1451052725315094,
-0.607519805431366,
-0.048791706562042236,
0.04706256464123726,
0.584624707698822,
-0.1410582810640335,
0.1597900241613388,
0.6537878513336182,
-0.011377505026757717,
-0.8079968094825745,
0.09068727493286133,
0.12860141694545746,
-0.5458142161369324,
-0.3563477694988251,
-0.2422790229320526,
0.6376898884773254,
-0.3024434447288513,
0.6111122369766235,
0.10532532632350922,
0.025899294763803482,
0.3053077459335327,
-0.034434281289577484,
0.19666847586631775,
-0.8496867418289185,
-0.7005764245986938,
-0.5500686764717102,
0.21329207718372345,
0.43126603960990906,
-0.4306555688381195,
-0.06721049547195435,
0.06932061910629272,
-0.4889090359210968,
-1.0512577295303345,
-0.10431096702814102,
0.025604169815778732,
0.20096033811569214,
-0.2524126470088959,
-0.5808005332946777,
-0.25490453839302063,
0.4725775420665741,
0.4269886612892151,
-0.32464420795440674,
-0.40331321954727173,
-0.08471601456403732,
-0.1545490026473999,
0.07782339304685593,
0.5057478547096252,
0.09814096987247467,
0.1731673628091812,
0.08825968950986862,
-0.14577050507068634,
-0.11084325611591339,
0.21574462950229645,
0.5540907979011536,
-0.47179579734802246,
0.15573522448539734,
-0.6485459804534912,
-1.2434972524642944,
-0.6177399754524231,
0.3533444106578827,
0.47169381380081177,
0.6383171081542969,
-0.9424537420272827,
-0.11733931303024292,
0.5325497388839722,
-1.0611071586608887,
-0.024521930143237114,
-0.3845331370830536,
0.34002700448036194,
-0.02232610061764717,
-0.02462184615433216,
-0.26214802265167236,
0.1784866601228714,
-0.5328706502914429,
-0.3912423849105835,
-0.1852409392595291,
-0.20870111882686615,
-0.44328853487968445,
-0.23145708441734314,
0.3437008261680603,
-0.46574604511260986,
-1.0141762495040894,
-0.09846466034650803,
-0.6698594689369202,
0.3031291961669922,
-0.5684599876403809,
0.5890047550201416,
0.1198926568031311,
0.12918895483016968,
-0.02573264203965664,
-0.06559252738952637,
-0.04380747303366661,
-0.42181655764579773,
-0.11690793931484222,
-0.22712239623069763,
-0.31046542525291443,
-0.2445305734872818,
0.06960909068584442,
0.42448893189430237,
-0.19770555198192596,
0.7289326190948486,
0.4127379059791565,
0.057100582867860794,
-0.011305762454867363,
-0.2463119626045227,
-0.11420734971761703,
-0.18042437732219696,
0.19933362305164337,
-0.1809464395046234,
0.5908312201499939,
0.8425602316856384,
-0.22823978960514069,
-0.018026765435934067,
0.3032514452934265,
-0.5165765881538391,
0.6772241592407227,
0.8436000347137451,
-0.04616503790020943,
0.2593003213405609,
0.14360621571540833,
0.5741028785705566,
-0.20513767004013062,
-0.2260827273130417,
-0.004429305903613567,
0.18887296319007874,
0.3203279376029968,
0.16142499446868896,
0.7611842751502991,
-0.5983855724334717,
0.24273870885372162,
0.031220342963933945,
-0.2258889228105545,
0.2709773778915405,
0.09968117624521255,
0.07939891517162323,
-0.09816392511129379,
0.3067186772823334,
-0.04401835799217224,
-0.14616988599300385,
0.7346200346946716,
-0.3507475256919861,
-0.07641341537237167,
0.0810205414891243,
0.681584358215332,
0.08979620784521103,
0.6988606452941895,
-0.03563544154167175,
0.5494397282600403,
0.23599465191364288,
0.29570308327674866,
0.13608568906784058,
-0.684602677822113,
-0.5724621415138245,
-0.10268989950418472,
0.5966392755508423,
0.6874077320098877,
0.013751514256000519,
0.1704561412334442,
0.18493656814098358,
0.3268125057220459,
0.13235588371753693,
0.46461331844329834,
-0.13485148549079895,
0.3725404143333435,
0.09097842127084732,
0.11602783203125,
-0.49564895033836365,
-0.1712139993906021,
-0.2097870111465454,
-0.2553255558013916,
-0.08034251630306244,
-0.28680139780044556,
0.1263914257287979,
0.22739313542842865,
0.0590725801885128,
0.854314386844635,
-0.358306884765625,
-0.044335462152957916,
-0.7664127945899963,
0.0895455852150917,
0.530868649482727,
0.2787301242351532,
-0.48059114813804626,
0.048644669353961945,
0.46816399693489075,
0.17907153069972992,
-0.14068244397640228,
0.29980331659317017,
0.08422628790140152,
-0.11883939802646637,
0.3730566203594208,
-0.027302861213684082,
-0.06897608935832977,
0.5336816906929016,
0.12172096967697144,
0.2852430045604706,
-0.21056048572063446,
-0.40798527002334595,
0.21316413581371307,
0.2533385753631592,
-0.555317223072052,
0.8190177083015442,
-0.014879930764436722,
0.15594126284122467,
-0.08412545919418335,
-0.2649036943912506,
-0.016847778111696243,
0.337311327457428,
-0.052917055785655975,
-0.0747901201248169,
-0.11433323472738266,
0.4424772560596466,
0.4174043536186218,
0.30604568123817444,
-0.08706982433795929,
-0.3457348346710205,
-0.050270047038793564,
0.668336033821106,
-0.7788019180297852,
0.5346791744232178,
-0.7232259511947632,
0.1368996500968933,
-0.7422531247138977,
-0.06693205237388611,
0.7121359705924988,
0.5539455413818359,
-0.28116974234580994,
0.08918624371290207,
-0.270748108625412,
0.9246481657028198,
0.4458141028881073,
-0.01939602568745613,
-0.32927536964416504,
-0.09414339065551758,
-0.5759750008583069,
-0.6781383156776428,
0.9113733172416687,
0.05143843963742256,
0.4850379526615143,
-0.5242743492126465,
0.08750110864639282,
0.633941650390625,
0.17423230409622192,
0.21663177013397217,
0.5864125490188599,
-0.5721539258956909,
-0.38009288907051086,
0.4475633203983307,
-0.8016066551208496,
0.6008143424987793,
-0.035176828503608704,
0.5724116563796997,
-0.24460667371749878,
-0.5001694560050964,
-0.09203766286373138,
0.055500227957963943,
-0.3881259858608246,
0.35178714990615845,
-0.1321188360452652,
0.5761634707450867,
-0.05255918204784393,
0.0699443593621254,
-0.34334611892700195,
0.038145385682582855,
-0.1383064091205597,
-0.877020537853241,
0.7519955039024353,
-0.12352748215198517,
-0.17119167745113373,
-0.22310060262680054,
0.03826114907860756,
-0.20524698495864868,
0.29278838634490967,
-0.29134342074394226
] |
Convolutional Neural Networks (CNNs) have been established as a powerful class of models for image recognition problems. Encouraged by these results, we provide an extensive empirical evaluation of CNNs on large-scale video classification using a new dataset of 1 million YouTube videos belonging to 487 classes. We study multiple approaches for extending the connectivity of a CNN in time domain to take advantage of local spatio-temporal information and suggest a multiresolution, foveated architecture as a promising way of speeding up the training. Our best spatio-temporal networks display significant performance improvements compared to strong feature-based baselines (55.3% to 63.9%), but only a surprisingly modest improvement compared to single-frame models (59.3% to 60.9%). We further study the generalization performance of our best model by retraining the top layers on the UCF-101 Action Recognition dataset and observe significant performance improvements compared to the UCF-101 baseline model (63.3% up from 43.9%). | [
-0.0062952665612101555,
0.006482883356511593,
-0.010886820033192635,
0.01251954585313797,
-0.023885879665613174,
-0.031316906213760376,
0.009400231763720512,
0.010622095316648483,
-0.0060790060088038445,
0.024990297853946686,
-0.01114641036838293,
0.015721093863248825,
0.011620034463703632,
0.0153094083070755,
0.003816139418631792,
0.048476442694664,
0.009970352053642273,
-0.00009131478145718575,
0.00998193584382534,
-0.004270503763109446,
0.007135751657187939,
-0.00025722337886691093,
0.00887463428080082,
0.009360197931528091,
0.0025205141864717007,
0.030590571463108063,
-0.029811158776283264,
-0.02039109170436859,
0.00930768996477127,
-0.019539885222911835,
0.013679247349500656,
0.005505452863872051,
0.004430321976542473,
0.03916776925325394,
-0.003683418035507202,
-0.02899082750082016,
-0.005910562351346016,
0.021819792687892914,
0.033401183784008026,
-0.003096348373219371,
0.015981435775756836,
-0.0019630163442343473,
0.0019165853736922145,
0.006534160580486059,
-0.007796377409249544,
0.008767657913267612,
-0.00599187845364213,
0.010665852576494217,
-0.006611061282455921,
0.012121221050620079,
-0.01286944281309843,
-0.019249457865953445,
-0.00404991814866662,
0.019494978711009026,
-0.006537645123898983,
-0.0023102303966879845,
0.017077311873435974,
-0.010150633752346039,
-0.026383016258478165,
0.007505704648792744,
-0.0026725272182375193,
0.03962630033493042,
0.011172820813953876,
-0.013861984014511108,
0.004301693756133318,
-0.06732472777366638,
0.017313646152615547,
-0.012616264633834362,
0.011820714920759201,
0.005438410211354494,
0.022014783695340157,
0.010617868974804878,
-0.025555597618222237,
-0.01963622495532036,
0.021497271955013275,
0.02178126387298107,
-0.02724136784672737,
-0.0012072082608938217,
0.006324031390249729,
0.035600319504737854,
-0.008295124396681786,
0.009588925167918205,
0.017570603638887405,
0.007852482609450817,
-0.013035712763667107,
0.006173283327370882,
-0.008061075583100319,
-0.003133435035124421,
0.010639977641403675,
0.012129133567214012,
0.031967923045158386,
-0.015115122310817242,
-0.029110901057720184,
0.014400504529476166,
-0.010061351582407951,
0.020286597311496735,
0.0311119481921196,
0.006911876145750284,
0.015697019174695015,
-0.0031648799777030945,
-0.0015237709740176797,
0.04389617592096329,
0.017828481271862984,
-0.016168534755706787,
-0.001566368155181408,
0.012088618241250515,
-0.008015429601073265,
0.0014636632986366749,
-0.023670274764299393,
-0.0005037248483859003,
0.015515663661062717,
-0.01949654147028923,
-0.008969491347670555,
0.012961281463503838,
-0.006185069214552641,
-0.009340569376945496,
0.021940015256404877,
-0.04125271365046501,
-0.00004529990837909281,
0.017691979184746742,
-0.007437892258167267,
-0.0062693338841199875,
0.0032478636130690575,
-0.021517252549529076,
0.012299345806241035,
-0.001473856857046485,
-0.009336049668490887,
-0.016315121203660965,
0.023049550130963326,
0.0031953933648765087,
-0.012240094132721424,
-0.00549413962289691,
0.0005114385858178139,
0.003071687649935484,
-0.0036930209025740623,
-0.003381602233275771,
0.008848650380969048,
-0.002964700572192669,
0.002515925094485283,
-0.008247476071119308,
0.015456082299351692,
0.007971344515681267,
-0.00171062839217484,
0.01699564978480339,
0.01987193338572979,
-0.004977923817932606,
-0.018056407570838928,
0.004287331830710173,
-0.02050405740737915,
-0.013683105818927288,
0.0022382261231541634,
-0.015939369797706604,
-0.01782391592860222,
-0.01587243564426899,
0.011337794363498688,
0.018119996413588524,
-0.01957448199391365,
0.0014190515503287315,
-0.00861375406384468,
-0.006555325351655483,
0.019447283819317818,
-0.00310696242377162,
0.009234558790922165,
0.008928975090384483,
0.024485355243086815,
0.0024002930149435997,
0.017003893852233887,
0.014086687937378883,
-0.013000521808862686,
0.002836533123627305,
-0.0024420723784714937,
0.013818105682730675,
-0.03574773296713829,
0.012044700793921947,
-0.00562017597258091,
-0.004811064340174198,
0.03077598288655281,
0.004449487663805485,
-0.011014720425009727,
0.06755392253398895,
-0.006039557512849569,
0.013762213289737701,
0.00004283851012587547,
0.01528337225317955,
0.023293260484933853,
-0.02370113506913185,
0.025949999690055847,
0.0017403432866558433,
0.018833573907613754,
-0.013731622137129307,
-0.03448580950498581,
-0.019212566316127777,
-0.007271433714777231,
-0.019179347902536392,
0.010006855241954327,
0.0032647144980728626,
0.00743423355743289,
-0.00017834093887358904,
0.012130575254559517,
0.011864801868796349,
0.007622312754392624,
0.007227025460451841,
0.0066260346211493015,
0.003409566590562463,
0.006349991541355848,
-0.008172242902219296,
0.03823016583919525,
-0.0057090213522315025,
0.013645073398947716,
-0.030838709324598312,
0.016569331288337708,
0.0012385891750454903,
-0.02288677729666233,
-0.011013810522854328,
-0.005042512901127338,
-0.012015419080853462,
0.011817345395684242,
0.01134619303047657,
-0.017171379178762436,
-0.01138327457010746,
-0.004107024520635605,
0.015023542568087578,
0.020705534145236015,
-0.033041734248399734,
0.01506062038242817,
0.01324833557009697,
0.0058640241622924805,
0.0041172499768435955,
0.008917857892811298,
0.002208895515650511,
-0.007958892732858658,
-0.013878156431019306,
-0.009277019649744034,
0.00877266377210617,
0.005799390375614166,
0.020184509456157684,
0.010751234367489815,
-0.01850098744034767,
0.0063702561892569065,
-0.006999132689088583,
-0.015191853046417236,
-0.0145518584176898,
0.007842721417546272,
-0.02279803156852722,
0.004316022619605064,
-0.00460683973506093,
0.0337543822824955,
-0.0231638066470623,
0.01937149278819561,
-0.024289332330226898,
0.0016072040889412165,
0.011054572649300098,
0.0024084029719233513,
0.018101869150996208,
-0.024625908583402634,
-0.014842810109257698,
0.026141416281461716,
-0.00197987025603652,
0.022872980684041977,
0.023686932399868965,
-0.0025461134500801563,
0.0064337654039263725,
0.009456182830035686,
-0.0005708228563889861,
-0.013755479827523232,
0.03459367901086807,
0.007493687327951193,
0.005073270294815302,
0.0077285487204790115,
0.02056272327899933,
0.005626044701784849,
-0.011466635391116142,
0.006633680313825607,
-0.08149178326129913,
-0.0030299825593829155,
-0.0010111730080097914,
-0.00895144697278738,
0.013132529333233833,
-0.021621719002723694,
-0.0024157725274562836,
0.029956623911857605,
-0.016630250960588455,
0.004483815282583237,
0.0008041802793741226,
-0.007325083017349243,
-0.016357580199837685,
0.03778950124979019,
0.008167573250830173,
-0.015367016196250916,
0.012939704582095146,
0.0069891177117824554,
0.00784994475543499,
-0.007633088622242212,
-0.002526072785258293,
-0.029369104653596878,
0.0056039998307824135,
-0.001961241941899061,
-0.014239104464650154,
0.012060655280947685,
-0.011106615886092186,
0.0057090469636023045,
-0.00761812599375844,
-0.0005582968005910516,
-0.008920594118535519,
-0.016993511468172073,
-0.005420349072664976,
-0.010858483612537384,
0.016689427196979523,
-0.023368705064058304,
0.0008793603628873825,
-0.016222940757870674,
-0.000740658026188612,
0.019662320613861084,
0.003743321169167757,
0.01906174048781395,
-0.014986293390393257,
0.010494302958250046,
0.003465127432718873,
-0.0034052319824695587,
0.02007931098341942,
0.010675879195332527,
0.015258838422596455,
-0.00811145268380642,
0.028349168598651886,
-0.01893525943160057,
-0.00322320987470448,
0.007192821241915226,
0.001736838137730956,
-0.018197625875473022,
-0.00877483282238245,
-0.002940769772976637,
-0.0164041668176651,
0.0011333746369928122,
-0.0025693003553897142,
0.005598351825028658,
0.00029114261269569397,
0.015482023358345032,
0.0065879179164767265,
-0.029099492356181145,
0.014098132029175758,
0.010695401579141617,
-0.002722226083278656,
0.022693706676363945,
0.004321621265262365,
0.003824149025604129,
-0.019229698926210403,
-0.004040675703436136,
-0.0125461146235466,
-0.01601231098175049,
-0.020243298262357712,
-0.015152832493185997,
-0.0000018579885363578796,
-0.039676547050476074,
-0.0072042737156152725,
0.02364925667643547,
0.01423741690814495,
-0.00866648182272911,
-0.005150355398654938,
-0.022546734660863876,
0.004430300556123257,
0.008567096665501595,
0.010525137186050415,
-0.007887797430157661,
0.030380332842469215,
-0.033478617668151855,
-0.011014660820364952,
-0.00046004450996406376,
-0.013906281441450119,
-0.02068624272942543,
-0.006872537545859814,
-0.0012329501332715154,
0.009508950635790825,
0.010169746354222298,
0.022055024281144142,
-0.007896918803453445,
0.001481885090470314,
-0.009423301555216312,
0.005212514661252499,
0.009083016775548458,
-0.0021137455478310585,
-0.010205206461250782,
0.008746678940951824,
-0.0001478696067351848,
-0.03272958844900131,
0.011734077706933022,
-0.010223891586065292,
0.0029619040433317423,
0.006746122147887945,
0.032690029591321945,
0.00564342737197876,
-0.018870551139116287,
0.07287466526031494,
0.005954120308160782,
0.006590700708329678,
-0.004272404592484236,
-0.01196752768009901,
0.003017607843503356,
0.014103526249527931,
-0.0017616229597479105,
0.0016916901804506779,
-0.036843638867139816,
0.010468607768416405,
-0.001076575368642807,
-0.012434551492333412,
0.027986958622932434,
-0.008769458159804344,
-0.008877851068973541,
0.015841597691178322,
-0.002770458348095417,
-0.007517678197473288,
-0.005008200649172068,
-0.006104725878685713,
-0.008578602224588394,
-0.010282030329108238,
0.01267538033425808,
0.003253552131354809,
-0.054001517593860626,
0.027662787586450577,
-0.014719616621732712,
0.009398865513503551,
0.005338413640856743,
0.009983349591493607,
-0.0003727283328771591,
-0.003807749366387725,
-0.00485460739582777,
0.033590205013751984,
-0.0063166748732328415,
-0.011415453627705574,
0.002488387282937765,
-0.0030497752595692873,
-0.0027944815810769796,
0.0033525594044476748,
-0.011787024326622486,
0.021620210260152817,
0.016365597024559975,
0.00443551130592823,
0.011951018124818802,
-0.0066821156069636345,
-0.0032806643284857273,
-0.009320763871073723,
-0.025084158405661583,
-0.004851481877267361,
0.007742127403616905,
0.006446301005780697,
0.015033407136797905,
-0.007438426371663809,
-0.029992833733558655,
0.03516872972249985,
-0.0015723302494734526,
0.0025836536660790443,
-0.0019961835350841284,
-0.008601049892604351,
-0.01444174349308014,
-0.0008734038565307856,
-0.018390482291579247,
-0.015217846259474754,
-0.012893592938780785,
0.012129181995987892,
-0.0045433552004396915,
-0.014559922739863396,
-0.007143055088818073,
-0.020316630601882935,
-0.0013417471200227737,
-0.024393262341618538,
-0.013473818078637123,
0.012275679968297482,
-0.012087698094546795,
-0.0069364397786557674,
-0.02181093767285347,
0.013921230100095272,
0.009776536375284195,
-0.010509518906474113,
-0.009120268747210503,
-0.005379697307944298,
-0.009203269146382809,
0.0049947286024689674,
0.011985180899500847,
-0.035889700055122375,
-0.07469595968723297,
0.00027767475694417953,
0.03209693729877472,
-0.0025183227844536304,
0.01721341721713543,
0.04471670836210251,
-0.0038789366371929646,
-0.0018973227124661207,
-0.00037933792918920517,
0.0038847390096634626,
0.009907472878694534,
-0.021441731601953506,
-0.009825706481933594,
0.0034598778001964092,
0.008859111927449703,
0.0073508755303919315,
-0.028752518817782402,
0.017557881772518158,
0.01876661740243435,
-0.0031375670805573463,
-0.01693197712302208,
0.01826613023877144,
0.0031308382749557495,
-0.002709263004362583,
-0.00585582060739398,
-0.0816846415400505,
-0.011454267427325249,
0.013143891468644142,
0.0070379870012402534,
-0.006008599419146776,
-0.015589788556098938,
0.010250243358314037,
-0.013539575040340424,
-0.023010611534118652,
-0.010169615969061852,
0.0004177265800535679,
0.010595258325338364,
-0.012098048813641071,
0.005771160125732422,
-0.004366548731923103,
-0.004239220172166824,
-0.0003766872687265277,
-0.003076602704823017,
0.0017346953973174095,
-0.0067953309044241905,
0.009767333045601845,
0.009436944499611855,
-0.006260039284825325,
-0.01077440194785595,
-0.011622564867138863,
-0.022948212921619415,
-0.02089807763695717,
0.010289015248417854,
-0.01432994194328785,
-0.017287105321884155,
0.032438524067401886,
-0.0201575867831707,
-0.0038357204757630825,
0.0019838993903249502,
0.023212624713778496,
-0.016779642552137375,
-0.008783931843936443,
-0.017429428175091743,
-0.020439885556697845,
-0.004691486246883869,
-0.002667951863259077,
0.018683817237615585,
-0.006608679890632629,
0.00014034350169822574,
0.0011505498550832272,
-0.011583469808101654,
0.006560991518199444,
-0.0048833079636096954,
0.005692392587661743,
-0.018105104565620422,
0.0011774010490626097,
0.027758346870541573,
0.050763100385665894,
-0.002587634604424238,
-0.01988925039768219,
0.026626072824001312,
-0.0015549964737147093,
0.015190440230071545,
0.036795713007450104,
0.014095132239162922,
-0.00509242806583643,
0.01564498245716095,
-0.014013092964887619,
0.07267531007528305,
-0.0223051980137825,
0.028083518147468567,
0.0017698663286864758,
0.0025583282113075256,
-0.0022034761495888233,
-0.01561442669481039,
0.008850794285535812,
0.005436598788946867,
-0.015128681436181068,
0.0016188248991966248,
-0.0009912659879773855,
-0.0023186756297945976,
0.004999580793082714,
-0.015000686049461365,
-0.010276063345372677,
0.0037906577344983816,
0.003239439334720373,
0.01730271615087986,
-0.008697031065821648,
-0.04024592787027359,
0.0235619954764843,
0.005625039339065552,
0.028425509110093117,
-0.003898198949173093,
-0.00955435261130333,
0.029189487919211388,
-0.007966947741806507,
-0.02384156547486782,
-0.0006875027902424335,
-0.01640702597796917,
-0.011472681537270546,
0.002752657514065504,
-0.00921142753213644,
0.028675388544797897,
-0.009033771231770515,
0.01162969134747982,
0.0031026543583720922,
-0.0040411995723843575,
-0.02991613745689392,
-0.014598451554775238,
-0.0011781076900660992,
0.005148496478796005,
-0.004870230797678232,
-0.004671725444495678,
-0.005919367074966431,
0.03599425405263901,
-0.0024223122745752335,
0.020742839202284813,
0.023203998804092407,
0.007831473834812641,
0.002208839636296034,
0.02071223594248295,
-0.01605137251317501,
0.00661909393966198,
-0.008517786860466003,
-0.024548165500164032,
0.0043920110911130905,
-0.0069510722532868385,
-0.010081964544951916,
0.015262228436768055,
-0.0022461721673607826,
-0.03188874572515488,
0.0069440267980098724,
-0.001277086790651083,
0.008301657624542713,
-0.03501452878117561,
-0.016145238652825356,
0.0027897735126316547,
0.008505967445671558,
-0.004076739307492971,
0.014581406489014626,
0.005082610063254833,
-0.0008521073032170534,
0.009929243475198746,
0.008558730594813824,
-0.013472232036292553,
0.008750599808990955,
0.01730603538453579,
0.013512387871742249,
-0.0018169349059462547,
-0.022250719368457794,
-0.01318029873073101,
-0.0034012366086244583,
0.023362230509519577,
-0.01450556144118309,
-0.02447361871600151,
0.015590869821608067,
0.004407899919897318,
0.008361324667930603,
0.027665875852108,
0.0026016454212367535,
0.01161172054708004,
0.008631015196442604,
0.005971834994852543,
0.033647362142801285,
-0.00045506295282393694,
0.005109961610287428,
0.022286199033260345,
0.010052786208689213,
0.005976446438580751,
-0.0026213228702545166,
-0.010914413258433342,
-0.03614908456802368,
-0.03414827585220337,
-0.0026737230364233255,
0.02416190505027771,
-0.017146093770861626,
-0.010964104905724525,
-0.003969918005168438,
0.019894404336810112,
-0.025612641125917435,
0.017044493928551674,
0.008533583953976631,
-0.0072049330919981,
-0.02254844270646572,
-0.010220260359346867,
0.00335655827075243,
0.01861010119318962,
-0.008738594129681587,
-0.01147836446762085,
-0.0026517719961702824,
-0.0012882170267403126,
0.01633308455348015,
-0.011035101488232613,
-0.0269540473818779,
-0.009504454210400581,
0.0055715469643473625,
-0.005575451068580151,
-0.037333693355321884,
0.009033928625285625,
0.012803695164620876,
0.013853117823600769,
0.006085534580051899,
0.009546040557324886,
-0.009926957078278065,
0.012763909995555878,
-0.007107471115887165,
0.019307564944028854,
0.0003720682580024004,
0.0036512152291834354,
-0.010422913357615471,
-0.0034282258711755276,
-0.017509112134575844,
0.006576173007488251,
-0.033143483102321625,
-0.008835739456117153,
0.013235138729214668,
0.008370884694159031,
0.030991051346063614,
-0.011107614263892174,
0.012843089178204536,
-0.00018527917563915253,
-0.007163560949265957,
0.004452456254512072,
0.007468714378774166,
-0.0021456615068018436,
-0.01768782176077366,
-0.0019220910035073757,
-0.0033168999943882227,
0.0108645623549819,
0.009972590953111649,
-0.004703325219452381,
0.0115797258913517,
0.00394204817712307,
0.022909708321094513,
-0.0036522699519991875,
0.010916609317064285,
-0.002275236416608095,
-0.013376607559621334,
-0.021890386939048767,
-0.008064908906817436,
-0.009762559086084366,
0.04474351555109024,
-0.010512648150324821,
-0.009653020650148392,
-0.01861570030450821,
0.02024991251528263,
-0.02839524671435356,
-0.00012038100976496935,
0.0009969854727387428,
-0.013815389946103096,
0.021227585151791573,
-0.010717559605836868,
0.009891318157315254,
-0.005877187475562096,
0.0013510958524420857,
0.0024535157717764378,
0.0015790336765348911,
0.031101487576961517,
0.0021944763138890266,
0.01641460880637169,
-0.025622820481657982,
-0.0015750552993267775,
0.00403509521856904,
0.00010254234075546265,
-0.014608033932745457,
0.024657828733325005,
-0.000019827275536954403,
0.012058996595442295,
-0.009013259783387184,
0.004977090749889612
] | [
0.21087105572223663,
-0.27813857793807983,
0.39577850699424744,
0.3830169439315796,
-0.06012183055281639,
0.007583206985145807,
-0.07824709266424179,
-0.07005591690540314,
-0.16853515803813934,
-0.6632891893386841,
-0.1784069687128067,
0.49509525299072266,
-0.2556994557380676,
0.1432153582572937,
-0.08383337408304214,
0.1600227952003479,
0.6241063475608826,
0.11420305073261261,
0.03864322602748871,
-0.3028608560562134,
-0.4693043828010559,
-0.13125856220722198,
-0.14815811812877655,
0.3359844982624054,
-0.5646438002586365,
0.018021581694483757,
0.29471975564956665,
0.11513762921094894,
0.09220326691865921,
0.030972125008702278,
0.3772061765193939,
0.759520947933197,
-0.4767014980316162,
-0.06077572703361511,
-0.11686253547668457,
0.0989556685090065,
-0.14222177863121033,
-0.09222862124443054,
-0.10126762837171555,
-0.38435113430023193,
0.2749578356742859,
-0.1258808821439743,
-0.21120354533195496,
0.26595112681388855,
-0.5261669158935547,
-0.6359943151473999,
-1.1462829113006592,
0.4855912923812866,
-0.22078455984592438,
0.19105958938598633,
-0.5876044631004333,
0.4252316355705261,
0.6201120615005493,
-0.009246887639164925,
-0.169481098651886,
0.3855837881565094,
-0.05572842061519623,
-0.24062104523181915,
0.4942740499973297,
-0.4148891866207123,
-0.09026369452476501,
-0.09760580211877823,
-0.19068290293216705,
0.005175188649445772,
-0.5349031686782837,
0.002948167733848095,
0.33796027302742004,
-0.1991761177778244,
-0.41186341643333435,
-0.4032602906227112,
0.3808448910713196,
0.11651048809289932,
-0.11568442732095718,
0.2383750081062317,
-0.6061081886291504,
0.0028983091469854116,
0.05287894234061241,
-0.37750008702278137,
0.27551883459091187,
-0.2254917472600937,
-0.29447564482688904,
0.2055712640285492,
0.5373654961585999,
-0.15853896737098694,
0.5108782052993774,
0.37792259454727173,
-0.11114942282438278,
0.541961669921875,
-0.3806181848049164,
0.08798521012067795,
-0.2013923078775406,
-0.15419317781925201,
0.21531978249549866,
0.2369585633277893,
0.630483090877533,
0.1256110817193985,
-0.07527059316635132,
-0.3100552558898926,
0.4972308278083801,
0.4296022355556488,
0.022699836641550064,
-0.597327470779419,
-0.18768970668315887,
-0.3980228006839752,
-0.28781238198280334,
-0.24495095014572144,
-0.7048536539077759,
-0.9402490854263306,
-0.645350456237793,
0.24741575121879578,
-0.6897066831588745,
0.377292662858963,
0.12293315678834915,
-0.2405117154121399,
-0.21149475872516632,
0.06599307805299759,
0.10521481931209564,
-0.05274480581283569,
-0.28801313042640686,
0.1040094643831253,
-0.2963026165962219,
1.3772767782211304,
-0.012318765744566917,
0.6922764778137207,
-0.017224812880158424,
0.17027199268341064,
0.4760526418685913,
0.5994589328765869,
-0.5984090566635132,
-0.2671276032924652,
0.27577391266822815,
0.45872098207473755,
0.012223813682794571,
-0.012911993078887463,
-0.17003722488880157,
-0.4438963830471039,
0.07792623341083527,
-0.020378457382321358,
-0.12213842570781708,
0.1937897950410843,
-0.368381142616272,
-0.6489813923835754,
-0.11468671262264252,
-0.01734582707285881,
0.4115033745765686,
-0.03214441239833832,
0.14007942378520966,
-0.17166833579540253,
-0.3304518759250641,
-0.26544827222824097,
-0.70246422290802,
0.34613528847694397,
-0.5958014726638794,
0.044141046702861786,
-0.0690278634428978,
0.8582011461257935,
0.07934317737817764,
0.04070258140563965,
0.3340521454811096,
0.27904707193374634,
0.2469976842403412,
-0.1340937316417694,
-0.80717533826828,
-0.21285510063171387,
-0.12228479236364365,
-0.6610584259033203,
0.28594857454299927,
0.4576580226421356,
-0.10362081974744797,
0.4327965974807739,
0.2232336699962616,
-0.06526269018650055,
-0.13750852644443512,
-0.12678353488445282,
-0.43010303378105164,
0.16809587180614471,
0.08956053107976913,
0.1961396336555481,
0.2995758652687073,
0.2578662633895874,
-0.8518457412719727,
-0.02607341855764389,
0.3470834493637085,
-0.32718226313591003,
0.35241270065307617,
0.503893256187439,
0.3601289689540863,
-0.06426357477903366,
-0.17041443288326263,
-0.15752367675304413,
-0.07708520442247391,
-0.2330724447965622,
-0.236971914768219,
-0.8572297096252441,
1.6397125720977783,
0.10516030341386795,
-0.24058017134666443,
1.3154674768447876,
0.10186935216188431,
0.2078956961631775,
0.07960013300180435,
-0.15670078992843628,
0.2887904644012451,
-0.16059064865112305,
-0.5750832557678223,
-0.2943403422832489,
-0.20535874366760254,
-0.025409741327166557,
-0.6833620667457581,
-0.3972863554954529,
0.6039580702781677,
-0.24865704774856567,
-0.3223267197608948,
-0.3928714990615845,
0.07109958678483963,
0.05266260728240013,
-0.2955451011657715,
0.372484415769577,
-0.2606831192970276,
-0.17470473051071167,
1.1127222776412964,
-0.3950020968914032,
0.2860363721847534,
0.9002984762191772,
-0.22003237903118134,
0.9319911003112793,
0.572156548500061,
0.3538949489593506,
0.8782068490982056,
-0.533277153968811,
-0.15513546764850616,
-0.15825650095939636,
0.3184708058834076,
-0.3201572895050049,
0.06074674054980278,
0.021275918930768967,
0.6495485901832581,
-0.46963417530059814,
0.07696111500263214,
-0.0897345244884491,
-0.22578968107700348,
0.3729536533355713,
0.07842493802309036,
0.23615141212940216,
-0.1020742729306221,
-0.6243785619735718,
-0.033843789249658585,
0.2063521146774292,
-0.34727755188941956,
-0.3358018398284912,
0.0706423819065094,
0.5162242650985718,
0.19539235532283783,
-0.49552327394485474,
0.18590620160102844,
0.13041052222251892,
0.26732200384140015,
-0.5064031481742859,
-0.179179847240448,
0.2521604895591736,
0.22942981123924255,
0.24483773112297058,
-0.2621897757053375,
-0.08848018944263458,
-0.06913944333791733,
-0.8152527809143066,
-0.2757222652435303,
-0.5443621277809143,
0.7183858156204224,
0.4587770402431488,
0.23202106356620789,
0.0688018649816513,
-0.21102868020534515,
0.1946372389793396,
-0.21131668984889984,
-0.9754982590675354,
0.29158124327659607,
0.2813468277454376,
-0.6367652416229248,
-0.5984877943992615,
-0.046876803040504456,
0.28068509697914124,
0.8872498869895935,
-0.10699774324893951,
-0.7819036841392517,
-0.4037773907184601,
-0.4302418828010559,
-0.3445168733596802,
-0.5742680430412292,
-0.1990608274936676,
0.06554616242647171,
0.31239306926727295,
0.1224423423409462,
-0.22289495170116425,
0.019441984593868256,
0.7680885195732117,
0.17967131733894348,
0.12920121848583221,
0.12313660234212875,
0.04302902892231941,
-0.535437822341919,
0.23322011530399323,
0.14682134985923767,
0.03426883742213249,
-0.10638075321912766,
-0.24177514016628265,
-0.17218036949634552,
0.45823612809181213,
-5.909735202789307,
-0.39983466267585754,
-0.42519164085388184,
0.194813534617424,
-0.4059453308582306,
-0.20229031145572662,
0.7966251373291016,
-0.11381517350673676,
0.09713128209114075,
-0.22074609994888306,
-0.02259538322687149,
0.6584236025810242,
-0.36866363883018494,
0.21772918105125427,
0.08175430446863174,
0.22250616550445557,
0.23852422833442688,
0.20541667938232422,
0.12707114219665527,
0.1300239861011505,
-0.01788833923637867,
0.06230850890278816,
0.0163113996386528,
0.4481424391269684,
-0.09694771468639374,
-0.28722238540649414,
-0.939385175704956,
-0.036334674805402756,
-0.06055360287427902,
-0.3225628733634949,
0.006246956996619701,
-0.2837620973587036,
-0.3049473762512207,
-0.10171963274478912,
0.12652671337127686,
0.5005024671554565,
0.6437143087387085,
0.15108376741409302,
0.008889643475413322,
-0.650399923324585,
0.4708922803401947,
0.5783947706222534,
-0.046041857451200485,
0.13566666841506958,
0.17965742945671082,
-0.1726371943950653,
-0.07872937619686127,
0.5254020094871521,
-0.3645101487636566,
0.5952380895614624,
-0.37445589900016785,
-0.34517350792884827,
0.4641236662864685,
0.2829263508319855,
0.03417135030031204,
-0.5668139457702637,
0.39884209632873535,
0.3585534691810608,
-0.5496804118156433,
0.35303911566734314,
-0.014839203096926212,
-0.4230232536792755,
0.050492577254772186,
-1.069391131401062,
-0.35276561975479126,
0.5517746210098267,
-0.8865763545036316,
-0.5269302725791931,
0.4087570011615753,
0.1523132622241974,
-0.40283992886543274,
0.36548322439193726,
0.45896485447883606,
-0.34664198756217957,
0.73879474401474,
-0.5744337439537048,
0.349526971578598,
-0.35993900895118713,
-0.06628300994634628,
0.4929194152355194,
-0.178087055683136,
-0.38816604018211365,
-0.13077187538146973,
-0.16289977729320526,
0.2366034984588623,
-0.5252301096916199,
0.137971431016922,
-0.6719381809234619,
0.048155903816223145,
-0.23054642975330353,
0.6987552642822266,
-0.18226848542690277,
0.31131818890571594,
0.6839827299118042,
0.5841962099075317,
0.47142475843429565,
0.2086367905139923,
0.8516939878463745,
0.018524421378970146,
-0.33833274245262146,
0.5184143781661987,
-0.21651124954223633,
-0.23633255064487457,
-0.9984985589981079,
0.10235707461833954,
0.4855611026287079,
-0.03817392513155937,
0.24195967614650726,
0.5295742154121399,
-0.3095686137676239,
-0.11927395313978195,
0.12585338950157166,
-0.19509397447109222,
-0.07702205330133438,
-0.008747437968850136,
0.023197516798973083,
-0.21135950088500977,
0.0955672413110733,
0.21921668946743011,
-0.13794758915901184,
0.30232036113739014,
0.5679270625114441,
0.056304726749658585,
0.37058624625205994,
0.5010453462600708,
-0.448000967502594,
0.004898210987448692,
0.1484864205121994,
-0.40719273686408997,
-0.3303086459636688,
0.223775252699852,
0.08026579767465591,
-0.23124326765537262,
0.4631933867931366,
0.07538719475269318,
-0.5685669779777527,
-0.4435047209262848,
0.03184778615832329,
-0.08114994317293167,
-0.4733053743839264,
0.38733765482902527,
0.22167673707008362,
-0.37430331110954285,
0.10137449204921722,
0.16833749413490295,
0.202039435505867,
-0.41670623421669006,
0.06793741136789322,
-0.38156312704086304,
0.23650100827217102,
-0.13133278489112854,
-0.6436156630516052,
-0.1559152901172638,
-0.08584151417016983,
-0.038705598562955856,
0.4166288375854492,
0.39443323016166687,
0.2795722782611847,
0.5595110654830933,
-0.2313309609889984,
0.28634145855903625,
0.3071880340576172,
-0.6760885715484619,
0.007335555274039507,
0.33175843954086304,
0.09548718482255936,
-1.0785791873931885,
-0.13499145209789276,
-0.2316727191209793,
0.3340322971343994,
-0.11454728990793228,
0.09649485349655151,
-0.5424655675888062,
-0.6067917346954346,
-0.048868048936128616,
0.042547356337308884,
0.2954452633857727,
0.4696561396121979,
0.01682998798787594,
0.6437024474143982,
0.11910491436719894,
-0.36819401383399963,
-0.17874693870544434,
0.2238367646932602,
0.7694630026817322,
-0.1352664679288864,
-0.16628581285476685,
0.22203482687473297,
-0.11836660653352737,
0.19914427399635315,
0.45414918661117554,
0.5841225981712341,
0.3731709122657776,
-0.1285151094198227,
0.1403406709432602,
-0.37581485509872437,
0.22224146127700806,
0.33621203899383545,
-0.061057198792696,
-0.6380755305290222,
-0.36594992876052856,
0.8721283078193665,
-0.904836118221283,
0.552528440952301,
0.11636916548013687,
0.01797405257821083,
-0.1263379156589508,
-0.25822409987449646,
0.16762129962444305,
-0.3692772090435028,
-0.4695574939250946,
-0.25495705008506775,
-0.0772576853632927,
-0.26325976848602295,
-0.07494312524795532,
0.038394004106521606,
0.22260364890098572,
-0.44654470682144165,
-0.4973163902759552,
0.335300087928772,
0.20437465608119965,
-0.7145506143569946,
-0.10549236834049225,
-0.10856623202562332,
-0.4153273105621338,
0.05152948945760727,
0.18446670472621918,
-0.47373297810554504,
0.04560471698641777,
0.20552486181259155,
-0.0914221778512001,
-0.2357500195503235,
0.05178827419877052,
0.48715904355049133,
-0.2502304017543793,
-0.22728262841701508,
-0.3114146292209625,
0.3963129222393036,
0.03169448673725128,
0.022626759484410286,
0.5040063261985779,
0.8200471997261047,
-0.4412808120250702,
-0.1344635933637619,
-0.4489734470844269,
0.6297958493232727,
0.3216431140899658,
-0.1365785151720047,
-0.6688328385353088,
-0.5125622749328613,
0.2814512550830841,
-0.33714359998703003,
-0.33087775111198425,
-0.05773870646953583,
0.8848922252655029,
0.2810506224632263,
-0.026903439313173294,
-0.5774312019348145,
-0.12885335087776184,
0.33854883909225464,
-0.25737062096595764,
-0.2757663428783417,
-0.39378902316093445,
-0.5012815594673157,
0.05008005350828171,
-0.029778512194752693,
-0.16019782423973083,
-0.6592584848403931,
0.15098947286605835,
-0.17201721668243408,
-0.2228907197713852,
-0.0942247211933136,
0.32207104563713074,
0.6251002550125122,
0.12720215320587158,
0.03867558762431145,
-0.2072334736585617,
0.4387628734111786,
0.20216688513755798,
-0.1372532993555069,
0.047204338014125824,
-0.27569353580474854,
-0.12674488127231598,
-0.4482169449329376,
0.21364817023277283,
-0.04629892483353615,
0.08407680690288544,
-0.41242730617523193,
0.04443081468343735,
-0.3062102198600769,
-0.42951464653015137,
0.19239529967308044,
-0.25231483578681946,
-0.1986590325832367,
-0.03355684131383896,
-0.13888612389564514,
0.3652157783508301,
-0.04545453190803528,
-0.44649747014045715,
-0.11752399802207947,
-0.2941921651363373,
0.7041326761245728,
0.29350346326828003,
-0.6869214177131653,
0.3006526827812195,
0.03466692194342613,
0.33639955520629883,
-0.04460820555686951,
-0.012182564474642277,
0.2838570475578308,
0.22078430652618408,
-0.3095301687717438,
0.5253874063491821,
0.3947412669658661,
-0.13031703233718872,
0.2461627870798111,
0.3075055778026581,
0.05781274661421776,
0.7691817283630371,
-0.03899605944752693,
0.04833846539258957,
0.7490370869636536,
0.45262718200683594,
-0.35979512333869934,
0.030035439878702164,
0.8434953689575195,
-0.14460088312625885,
-0.014057829976081848,
0.006268143188208342,
0.40635594725608826,
0.24976742267608643,
0.509428083896637,
-0.6708823442459106,
0.4306256175041199,
0.33224934339523315,
-0.05513381585478783,
0.26681897044181824,
0.22877813875675201,
-0.4408230483531952,
0.23729035258293152,
0.5799533128738403,
0.2330964356660843,
-0.5031442642211914,
0.4189291000366211,
-0.12967219948768616,
0.16362573206424713,
0.29062721133232117,
0.651101291179657,
-0.4243963658809662,
-0.0033752520103007555,
0.3679947853088379,
-0.41751497983932495,
0.42313674092292786,
0.35439711809158325,
-0.08934453129768372,
-0.44129621982574463,
0.4139946401119232,
-0.40236955881118774,
-0.11489950120449066,
0.29640161991119385,
0.10905785858631134,
0.4503575563430786,
-0.0005969736375845969,
0.06195317581295967,
-0.0655604898929596,
0.12602829933166504,
0.6504685282707214,
0.20140354335308075,
0.13173611462116241,
-0.14834554493427277,
-0.20540833473205566,
0.42498064041137695,
-0.13303272426128387,
0.6156005859375,
-0.20939458906650543,
-1.0428560972213745,
-0.21996654570102692,
0.2159174233675003,
0.11819400638341904,
-0.13777661323547363,
-0.10188160091638565,
0.09386110305786133,
0.07363703101873398,
-0.3762233555316925,
0.3571524918079376,
-0.14391696453094482,
-0.23147466778755188,
0.494232177734375,
0.23741549253463745,
0.025105822831392288,
-0.13049906492233276,
-0.9920324683189392,
-0.36117345094680786,
0.2086966186761856,
-0.006540533620864153,
0.23682337999343872,
-0.37206998467445374,
0.9382790327072144,
0.42011094093322754,
0.4060961604118347,
0.12047448009252548,
0.32019007205963135,
0.17990431189537048,
0.4270002245903015,
-0.07972849160432816,
-0.1607537418603897,
-0.9762020111083984,
-0.19204473495483398,
-0.5312315821647644,
-0.08536341041326523,
0.636745274066925,
0.010555085726082325,
-0.2586553990840912,
-0.12495718896389008,
0.08459136635065079,
0.6691359281539917,
0.3964105248451233,
-0.4948693811893463,
0.02711452730000019,
-0.33416709303855896,
-0.46288594603538513,
-0.334661602973938,
0.7095097303390503,
0.08754418045282364,
0.2286367118358612,
-0.27866077423095703,
0.5402901768684387,
0.10061419010162354,
-0.48306718468666077,
0.5634410381317139,
-0.09210185706615448,
0.008933240547776222,
-0.33442023396492004,
0.8800265192985535,
-0.731478750705719,
-0.2105616182088852,
-0.39577844738960266,
0.26093757152557373,
0.2683815360069275,
-0.31311818957328796,
-0.21864596009254456,
-0.19831430912017822,
-0.051818110048770905,
0.17003796994686127,
-0.05397644266486168,
0.17691470682621002,
-0.25771257281303406,
-0.301614910364151,
-0.7000256776809692,
0.10022039711475372,
0.36231961846351624,
-0.455480694770813,
-0.23534739017486572,
-0.4778901934623718,
-0.4559572637081146,
0.4882112443447113,
-0.0826621949672699,
-0.2845873236656189,
-0.18689581751823425,
-0.21352773904800415
] |
This experiment tested the hypotheses that perceived coping and cognitive control self-efficacy govern the effects of personal empowerment over physical threats. Women participated in a mastery modeling program in which they mastered the physical skills to defend themselves successfully against unarmed sexual assailants. Multifaceted measures of theoretically relevant variables were administered within a staggered intragroup control design to test the immediate and long-term effects of the empowerment program and the mechanisms through which it produced its effects. Mastery modeling enhanced perceived coping and cognitive control efficacy, decreased perceived vulnerability to assault, and reduced the incidence of intrusive negative thinking and anxiety arousal. These changes were accompanied by increased freedom of action and decreased avoidant behavior. Path analyses of causal structures revealed a dual path of regulation of behavior by perceived coping self-efficacy, one mediated through perceived vulnerability and risk discernment and the other through perceived cognitive control self-efficacy and intrusive negative thinking. | [
0.010015971027314663,
0.02289271354675293,
-0.019463349133729935,
0.01894308254122734,
0.029634106904268265,
-0.007813931442797184,
0.013978647999465466,
-0.023580346256494522,
-0.01428318303078413,
0.0065257130190730095,
-0.013496702536940575,
0.029082611203193665,
-0.016265742480754852,
0.02387995831668377,
0.007989520207047462,
0.021738413721323013,
-0.001421229331754148,
0.03926629573106766,
0.004033067729324102,
-0.007699359208345413,
-0.019348878413438797,
0.0032623037695884705,
0.014593363739550114,
0.005251739174127579,
-0.05364277958869934,
-0.0011116776149719954,
-0.023525357246398926,
-0.023591917008161545,
0.00125574367120862,
-0.04658603295683861,
0.005086849443614483,
0.006211666390299797,
-0.0032413818407803774,
-0.004756145179271698,
0.0006549152312800288,
-0.006357074249535799,
-0.0020573772490024567,
0.03534167259931564,
0.0032464482355862856,
-0.00447798240929842,
0.012694728560745716,
-0.01666424423456192,
0.01944601535797119,
-0.026048842817544937,
-0.01243859063833952,
0.003343664575368166,
-0.0038060497026890516,
0.035374291241168976,
-0.028167830780148506,
0.014954986050724983,
-0.009460203349590302,
-0.007169092074036598,
-0.007511715870350599,
-0.02364668995141983,
-0.009332980960607529,
-0.0284426249563694,
0.025163279846310616,
0.01982344500720501,
-0.002917906269431114,
0.00634375773370266,
-0.022560276091098785,
-0.01894460618495941,
0.012703427113592625,
-0.02016393281519413,
-0.04936344921588898,
-0.06593010574579239,
-0.008600760251283646,
0.030862031504511833,
0.008781821466982365,
0.030780300498008728,
0.015439816750586033,
0.020433474332094193,
0.027473794296383858,
0.05003414675593376,
0.003262167563661933,
-0.016138330101966858,
0.01591774821281433,
0.010902605019509792,
0.05222281813621521,
-0.00585772842168808,
-0.0074430168606340885,
0.015123779885470867,
0.01727405935525894,
0.0441606231033802,
-0.01585889607667923,
0.007515964563935995,
0.0089725311845541,
0.001998067367821932,
-0.00013200496323406696,
0.012994790449738503,
0.014889849349856377,
-0.058906376361846924,
-0.0030896076932549477,
0.03985068202018738,
-0.006439079064875841,
0.00415250938385725,
-0.022671230137348175,
-0.0097342599183321,
-0.021974030882120132,
-0.016124892979860306,
-0.033849284052848816,
0.0024745925329625607,
0.034001126885414124,
-0.004138906951993704,
0.022475160658359528,
0.01159687340259552,
-0.030452825129032135,
0.03181036561727524,
-0.0018095255363732576,
0.016629982739686966,
0.02325521409511566,
0.003423586953431368,
-0.00441004429012537,
-0.0028830794617533684,
0.008438754826784134,
0.016715113073587418,
0.015166162513196468,
0.019276030361652374,
0.025099938735365868,
0.03524135425686836,
0.03230777755379677,
0.005040483549237251,
-0.006878996267914772,
0.0002447448205202818,
0.004765304736793041,
0.0011646694038063288,
0.01722947508096695,
0.024530012160539627,
-0.0014384021051228046,
0.007870586588978767,
-0.011705659329891205,
0.003907610662281513,
0.046809449791908264,
0.001961279660463333,
0.010669771581888199,
-0.009228622540831566,
0.007931884378194809,
-0.03548817336559296,
-0.00236557237803936,
-0.019245237112045288,
-0.017606832087039948,
0.010034238919615746,
-0.003078256268054247,
0.02140969969332218,
-0.0007694209925830364,
-0.0060470872558653355,
-0.06708073616027832,
0.010055497288703918,
0.016481557860970497,
-0.0016648296732455492,
0.01077762059867382,
-0.03272414952516556,
-0.039267659187316895,
-0.02458634227514267,
-0.018169376999139786,
0.03557289391756058,
-0.005700460635125637,
-0.0028552310541272163,
-0.008221270516514778,
-0.032638199627399445,
-0.02304667979478836,
0.0012461179867386818,
0.02248542010784149,
0.011028066277503967,
0.04731863737106323,
0.010780553333461285,
0.006995051167905331,
0.0014363036025315523,
-0.019563041627407074,
0.0121200792491436,
-0.023432523012161255,
0.03419853001832962,
-0.025874070823192596,
0.01177998911589384,
0.024743016809225082,
0.0006551827536895871,
-0.00047122384421527386,
0.011490844190120697,
-0.021414179354906082,
0.06593877077102661,
0.01317564770579338,
-0.014908507466316223,
0.018865518271923065,
0.022924000397324562,
-0.026312125846743584,
-0.012219883501529694,
0.0115437600761652,
-0.010639579966664314,
0.01209960412234068,
-0.04388509690761566,
-0.025818003341555595,
-0.007692711893469095,
0.0016107307747006416,
0.005398706533014774,
0.020918216556310654,
0.00460289791226387,
0.03354894742369652,
0.004692282527685165,
0.007148159202188253,
-0.027076076716184616,
0.01594081148505211,
-0.030950209125876427,
0.04078628867864609,
0.01683996617794037,
-0.03917722776532173,
0.016413962468504906,
0.04282072186470032,
-0.003174322657287121,
0.006537427194416523,
0.004126532468944788,
0.03633434697985649,
-0.015412276610732079,
0.027610357850790024,
-0.007171588018536568,
0.0035589314065873623,
-0.002568037249147892,
-0.0018051562365144491,
0.005783072207123041,
-0.0016788409557193518,
-0.01867220550775528,
0.0031117370817810297,
0.042096126824617386,
-0.0010352320969104767,
0.009185334667563438,
0.02121417224407196,
-0.0010981466621160507,
-0.012209784239530563,
0.013578947633504868,
0.0014184811152517796,
0.0033929215278476477,
-0.008086509071290493,
0.0034316289238631725,
-0.012555655092000961,
-0.035362761467695236,
0.006596826016902924,
0.007832607254385948,
0.018732082098722458,
-0.019081346690654755,
0.03142838180065155,
-0.027262505143880844,
-0.016485407948493958,
-0.028076976537704468,
0.01316002756357193,
-0.008954811841249466,
0.022034941241145134,
0.00883902795612812,
0.010005980730056763,
0.0016077023465186357,
-0.003558655269443989,
-0.01102664414793253,
0.013842541724443436,
0.02044752612709999,
-0.04036964476108551,
-0.04452160373330116,
0.03468753397464752,
-0.0038787387311458588,
0.021481014788150787,
0.008457317017018795,
0.029216155409812927,
-0.029509302228689194,
0.014224659651517868,
0.01325176004320383,
-0.03018312342464924,
-0.04797809198498726,
0.007029143162071705,
0.011911074630916119,
0.03208037465810776,
0.0016461461782455444,
0.005226784385740757,
0.024006787687540054,
0.009445393458008766,
-0.006852515507489443,
-0.010948942974209785,
-0.08026844263076782,
-0.013485260307788849,
0.0242680124938488,
0.013965072110295296,
0.008333251811563969,
0.0021631279960274696,
0.007323417812585831,
0.023771725594997406,
-0.013014555908739567,
-0.008455021306872368,
0.000970230670645833,
-0.010084365494549274,
-0.006995698437094688,
0.010041982866823673,
0.005061205010861158,
-0.0013185507850721478,
0.008866041898727417,
0.0013335123658180237,
-0.000993913970887661,
0.00702244509011507,
-0.009583145380020142,
-0.019096186384558678,
-0.017436668276786804,
-0.016789011657238007,
0.0170638095587492,
0.002476673573255539,
-0.010997775942087173,
-0.00896216556429863,
-0.05506435036659241,
0.01219530776143074,
0.0055376337841153145,
-0.01291359681636095,
-0.011752074584364891,
-0.016757916659116745,
-0.0018551666289567947,
-0.046231407672166824,
-0.020314589142799377,
0.004025741945952177,
-0.024724489077925682,
0.01664307527244091,
0.002763482742011547,
0.0033046628814190626,
0.014598093926906586,
0.013086962513625622,
-0.002810962498188019,
-0.013172263279557228,
0.031818777322769165,
-0.0007626204751431942,
0.019317109137773514,
0.02643689513206482,
-0.041557226330041885,
-0.0019254409708082676,
0.009938370436429977,
0.011478006839752197,
-0.010063022375106812,
-0.0040171486325562,
-0.04314084351062775,
0.02972687967121601,
-0.014336946420371532,
-0.00733579695224762,
0.006176692899316549,
-0.014185236766934395,
-0.00038276822306215763,
0.03298512101173401,
0.010745855048298836,
0.003825433785095811,
0.010437536053359509,
-0.005717643536627293,
0.02353651449084282,
0.011612278409302235,
0.0326344296336174,
-0.015676375478506088,
-0.01565936580300331,
-0.012239970266819,
0.02122945338487625,
-0.017193522304296494,
-0.022880524396896362,
-0.00736971152946353,
0.060200005769729614,
-0.02689184620976448,
-0.004656882490962744,
0.001863238401710987,
0.012638903222978115,
-0.011397710070014,
-0.012449859641492367,
-0.004229219630360603,
0.007860329933464527,
-0.015428775921463966,
0.02736232988536358,
-0.015362700447440147,
-0.046621061861515045,
0.04927459731698036,
-0.01568274013698101,
0.007084159180521965,
0.03072502091526985,
0.006058325059711933,
-0.0007907308172434568,
-0.011844314634799957,
-0.005270937457680702,
0.015053552575409412,
-0.0032452731393277645,
-0.0024256326723843813,
-0.006924400106072426,
-0.016108442097902298,
-0.02851475402712822,
0.021463481709361076,
0.02187410555779934,
0.0038829429540783167,
-0.016902703791856766,
-0.010698754340410233,
-0.022014323621988297,
-0.03204267472028732,
-0.00834906566888094,
0.04106559604406357,
0.01732233725488186,
-0.01423262432217598,
0.011940466240048409,
0.023053521290421486,
0.07053174823522568,
-0.0010336590930819511,
0.010641044937074184,
-0.014591274783015251,
0.02789640612900257,
-0.048761997371912,
0.01686117611825466,
0.0025606676936149597,
0.04341321811079979,
-0.009421775117516518,
0.01706097275018692,
0.008582988753914833,
0.006969364359974861,
0.0021584220230579376,
-0.019984785467386246,
-0.005130160599946976,
-0.018846232444047928,
-0.0410320907831192,
0.021601364016532898,
-0.004568792413920164,
0.021066321060061455,
-0.021412398666143417,
0.014074130915105343,
0.018825508654117584,
0.00479294266551733,
-0.06964714825153351,
-0.010089308023452759,
-0.013771217316389084,
-0.015618950128555298,
0.013429440557956696,
0.005314072128385305,
-0.0098976269364357,
-0.006589049473404884,
0.008828215301036835,
-0.003335583256557584,
-0.01779748499393463,
0.011680838651955128,
0.004035003483295441,
0.022578533738851547,
0.007179268170148134,
-0.014134098775684834,
-0.024272749200463295,
-0.014436870813369751,
0.02776927873492241,
-0.009685155004262924,
-0.004234027117490768,
0.008321216329932213,
-0.004741938319057226,
0.006330433301627636,
0.0033868751488626003,
-0.02763904631137848,
0.009954733774065971,
0.020412996411323547,
0.012131555005908012,
0.0028469297103583813,
0.021937673911452293,
-0.020569637417793274,
-0.004431238863617182,
-0.051643699407577515,
0.027855159714818,
-0.018133629113435745,
-0.03703947365283966,
-0.015254206955432892,
-0.006100068800151348,
-0.02453494444489479,
-0.007368844002485275,
0.01644417643547058,
0.008655769750475883,
-0.019129199907183647,
0.019795097410678864,
0.00014599040150642395,
-0.011441352777183056,
-0.01307297870516777,
0.022149136289954185,
-0.013215652666985989,
-0.014407261274755001,
-0.01897452585399151,
-0.015285326167941093,
-0.03446535766124725,
0.02619306556880474,
-0.0063721733167767525,
-0.0063880691304802895,
0.011900735087692738,
-0.010530504398047924,
0.0450785830616951,
0.012389357201755047,
-0.028811797499656677,
-0.07384813576936722,
-0.007945225574076176,
0.0009858212433755398,
-0.017752017825841904,
-0.0332028865814209,
0.04607716202735901,
-0.026132304221391678,
-0.01347171701490879,
-0.008059370331466198,
-0.002881673164665699,
-0.033505622297525406,
0.020409315824508667,
-0.0075512295588850975,
-0.015787970274686813,
0.014242537319660187,
0.011408110149204731,
0.000853187870234251,
-0.003898827824741602,
0.003744248766452074,
0.009529385715723038,
0.011338019743561745,
-0.0037999227643013,
-0.04417990520596504,
-0.027105629444122314,
0.01517467200756073,
-0.0790303647518158,
-0.01910274848341942,
0.013038326054811478,
-0.01385970413684845,
-0.014108149334788322,
0.0006362004205584526,
0.00524756358936429,
-0.019566625356674194,
0.011613227427005768,
-0.01984589174389839,
-0.02413272298872471,
0.01703226938843727,
0.007183690555393696,
0.0028011787217110395,
-0.010332193225622177,
-0.0059484378434717655,
0.041144922375679016,
0.011707670986652374,
-0.02155708335340023,
-0.03200926631689072,
0.029132958501577377,
-0.0001773717813193798,
-0.01608232408761978,
0.0024545053020119667,
-0.009280657395720482,
-0.011854548007249832,
-0.04072006791830063,
0.014358514919877052,
-0.00461861677467823,
-0.02877330221235752,
0.0018711083102971315,
0.02923707664012909,
-0.019712205976247787,
-0.02599584497511387,
-0.0155162513256073,
-0.03393698111176491,
-0.033911142498254776,
-0.021199984475970268,
0.019890181720256805,
-0.0092629911378026,
-0.004361000843346119,
0.0030868402682244778,
-0.004676378332078457,
0.0016015702858567238,
0.019642440602183342,
-0.0034033560659736395,
0.005595651920884848,
-0.005153549835085869,
0.019497711211442947,
-0.011607049964368343,
0.007482410408556461,
0.0035616536624729633,
0.030365552753210068,
-0.0009979407768696547,
0.034278035163879395,
0.02071094885468483,
-0.010715018026530743,
0.018140580505132675,
0.019082635641098022,
-0.011379938572645187,
-0.0016271525528281927,
0.004676764830946922,
0.003253284376114607,
0.07090088725090027,
-0.012908047996461391,
0.012450000271201134,
-0.009650057181715965,
0.02234458178281784,
-0.004441759083420038,
0.015291055664420128,
0.008194683119654655,
0.01858232356607914,
-0.03726959228515625,
0.0008165193721652031,
-0.014237586408853531,
0.02024225890636444,
0.016063690185546875,
0.035564713180065155,
0.023686252534389496,
0.0009074413683265448,
-0.023802541196346283,
-0.018783532083034515,
0.01940004527568817,
-0.0320335328578949,
0.033047813922166824,
-0.04493250697851181,
0.03382265940308571,
0.027625463902950287,
-0.00610401201993227,
-0.008952098898589611,
-0.0007239319384098053,
-0.026030149310827255,
0.0012146607041358948,
0.00043675536289811134,
0.016005318611860275,
-0.0023819394409656525,
-0.04171933978796005,
0.02878049947321415,
-0.004709803964942694,
0.004643120337277651,
0.0030030175112187862,
-0.03829054534435272,
-0.0019890987314283848,
-0.024975696578621864,
0.012723545543849468,
0.014807019382715225,
-0.025943124666810036,
-0.005889923311769962,
-0.00556643633171916,
0.017024599015712738,
-0.027209514752030373,
-0.00611885404214263,
0.011727108620107174,
0.030306369066238403,
-0.0032196776010096073,
-0.002758929505944252,
0.013483528047800064,
-0.0024348460137844086,
-0.030983390286564827,
-0.005405573174357414,
0.02078845351934433,
0.0002875069621950388,
-0.03504113107919693,
0.0036211225669831038,
-0.027727574110031128,
0.033639587461948395,
-0.014084599912166595,
-0.011573869735002518,
0.030879516154527664,
-0.0019892742857337,
-0.021867835894227028,
-0.02220374345779419,
0.02687819115817547,
0.004889946896582842,
0.01068007480353117,
0.014066542498767376,
-0.027342557907104492,
-0.007670418359339237,
-0.019112011417746544,
-0.029694901779294014,
0.0042414371855556965,
-0.004753371234983206,
0.014100989326834679,
0.0014444483676925302,
0.055905841290950775,
-0.058543428778648376,
-0.015060394071042538,
0.02261001616716385,
0.024452699348330498,
0.015001525171101093,
-0.00916699692606926,
-0.001979150576516986,
0.0004750338848680258,
0.047066181898117065,
0.013950742781162262,
0.01233641803264618,
0.017000164836645126,
0.009684933349490166,
0.037073612213134766,
0.030709899961948395,
-0.0015226388350129128,
0.025629090145230293,
0.008383627980947495,
-0.005131698679178953,
0.00006960984319448471,
-0.007193861063569784,
0.02688019722700119,
0.011644314974546432,
-0.0024783797562122345,
0.05176306143403053,
-0.0006269416771829128,
0.006808004342019558,
-0.008040042594075203,
0.0348798930644989,
-0.040151070803403854,
-0.009606675244867802,
0.004887550137937069,
0.0022878609597682953,
0.009408777579665184,
-0.02810416743159294,
-0.03522047773003578,
0.018395964056253433,
-0.016500674188137054,
0.0036428964231163263,
0.016077054664492607,
-0.029686298221349716,
-0.013141683302819729,
0.007512781769037247,
-0.03500501811504364,
-0.014438444748520851,
0.0013908704277127981,
0.0150397764518857,
-0.007039143703877926,
0.006783040706068277,
-0.009084997698664665,
0.0016657820669934154,
0.010875247418880463,
0.009191170334815979,
-0.0035223746672272682,
-0.007405111566185951,
0.004555355757474899,
-0.011896688491106033,
-0.03473199903964996,
0.06589315831661224,
0.0005451244069263339,
-0.0011431252351030707,
-0.005877831485122442,
0.007251325529068708,
-0.023951388895511627,
0.040665943175554276,
0.020205182954669,
0.024787817150354385,
-0.00693600345402956,
0.0009810724295675755,
0.015510665252804756,
0.005981079302728176,
-0.00969703495502472,
-0.001931606326252222,
0.03881033509969711,
0.012818383052945137,
-0.001154549652710557,
-0.010479521937668324,
-0.008103204891085625,
-0.025530915707349777,
0.005817396566271782,
0.0018758461810648441,
0.002059654565528035,
0.002421466400846839,
0.030570240691304207,
-0.04346511512994766,
0.02956973761320114,
0.01467092428356409,
-0.017098411917686462,
0.017253469675779343,
-0.010505386628210545,
-0.0453188419342041,
0.011301453225314617,
-0.03791095316410065,
-0.026461582630872726,
0.0028860270977020264,
0.03515567258000374,
-0.004536553751677275,
0.004712522029876709,
0.03718092292547226,
-0.05638071522116661,
0.011155586689710617,
-0.019195470958948135,
0.002386379987001419,
0.037044018507003784,
-0.006307519041001797,
-0.012592706829309464,
-0.0002015591599047184,
0.043844759464263916,
0.007166169583797455,
0.0056588659062981606,
-0.02370600216090679,
0.004673704504966736,
0.014504170045256615,
-0.030151404440402985,
0.009701672941446304,
0.033740296959877014,
-0.013173473067581654,
0.0037928768433630466,
0.000010679592378437519,
-0.026180513203144073
] | [
-0.24544498324394226,
-0.10992785543203354,
-0.555059552192688,
0.3529522716999054,
-0.15121491253376007,
0.7874460220336914,
0.6657353639602661,
-0.6910526156425476,
-0.22195228934288025,
-0.48490220308303833,
0.37689855694770813,
0.565726637840271,
0.4725668728351593,
-0.47443607449531555,
-0.4859655201435089,
0.5772677063941956,
0.4652238190174103,
-0.030640803277492523,
-0.07339935749769211,
-0.40775957703590393,
-0.22468288242816925,
-0.17704564332962036,
0.16848178207874298,
0.026501495391130447,
-0.2317899614572525,
0.4576074779033661,
0.7186026573181152,
0.22178424894809723,
0.1796266883611679,
-0.06511279195547104,
-0.09590764343738556,
0.17949891090393066,
-0.21303005516529083,
-0.4134689271450043,
-0.21192124485969543,
0.28976374864578247,
-0.07389254122972488,
0.2431248128414154,
-0.011570108123123646,
-0.4718035161495209,
-0.2233683466911316,
0.03232122212648392,
-0.36720314621925354,
0.507411777973175,
-0.01915234699845314,
-0.5512049198150635,
-1.6090501546859741,
-0.07128836214542389,
-0.43807417154312134,
0.012164056301116943,
-0.48798316717147827,
0.5675574541091919,
0.49530842900276184,
-0.092903271317482,
-0.25188425183296204,
0.2756964862346649,
-0.3099731504917145,
-0.1904347538948059,
0.20297957956790924,
-0.9108461737632751,
0.3284600079059601,
-0.034042634069919586,
0.3584059178829193,
-0.023032665252685547,
-0.3491351902484894,
0.3247847855091095,
0.1455647051334381,
-0.019902322441339493,
-0.024119708687067032,
-0.4118812382221222,
-0.061283424496650696,
0.09928899258375168,
-0.3153741955757141,
0.05302327871322632,
-0.2697404623031616,
0.245466411113739,
0.3788578510284424,
-0.6177721619606018,
-0.13863863050937653,
-0.2457382082939148,
-0.11205793172121048,
-0.09247493743896484,
0.49563026428222656,
-0.2954667806625366,
0.562321662902832,
0.3381541073322296,
0.16938191652297974,
0.5204870700836182,
-0.2142251580953598,
-0.11861544847488403,
-0.4925224184989929,
-0.006115944590419531,
0.366041898727417,
0.767711341381073,
0.22211232781410217,
0.9071763753890991,
0.48846447467803955,
-0.0008387338020838797,
0.47477447986602783,
0.008532489649951458,
0.4594530165195465,
-0.2446678727865219,
-0.1596992313861847,
-0.07072248309850693,
-0.7229369282722473,
-0.6100206971168518,
0.045283712446689606,
-1.0211681127548218,
-0.7731558680534363,
0.15766571462154388,
-0.7434972524642944,
0.3293921947479248,
-0.2029709368944168,
-0.23661674559116364,
0.04801904410123825,
-0.027164878323674202,
0.2760881781578064,
0.24834178388118744,
-0.35204294323921204,
0.3450201153755188,
-0.2506699562072754,
0.8340446949005127,
-0.3115943372249603,
0.6973599791526794,
0.17141476273536682,
-0.04865553602576256,
0.26470738649368286,
0.4057435393333435,
-0.30996963381767273,
0.022693969309329987,
0.3489614725112915,
0.187420055270195,
-0.025775829330086708,
0.007990802638232708,
-0.33460575342178345,
-0.29681313037872314,
0.49179932475090027,
0.4793746769428253,
-0.06194464489817619,
0.15765637159347534,
-0.32388976216316223,
-0.5909265875816345,
-0.02763565070927143,
-0.4482366144657135,
0.4013305902481079,
-0.6402077674865723,
0.6945629119873047,
0.047929033637046814,
-0.1401188224554062,
0.25343579053878784,
0.009608011692762375,
-0.24183766543865204,
-0.21127474308013916,
-0.3471231460571289,
0.1969563066959381,
0.700483500957489,
-0.4790736734867096,
-0.0006712059839628637,
0.19571654498577118,
-0.024864910170435905,
0.13134236633777618,
0.19429567456245422,
-0.6559149026870728,
-0.1720195859670639,
0.26320475339889526,
-0.05399416759610176,
-0.014601686969399452,
0.12094219774007797,
0.23766349256038666,
0.1393696665763855,
-0.08236248791217804,
-0.26239457726478577,
-0.5451948046684265,
-0.16981811821460724,
-0.4554135501384735,
0.09791696071624756,
0.03673186153173447,
0.5214090347290039,
0.07734104990959167,
0.25834038853645325,
-0.49856793880462646,
-0.3205292522907257,
0.10131297260522842,
-0.3754864037036896,
0.3741346299648285,
0.07289950549602509,
0.13873383402824402,
-0.37882134318351746,
-0.2579905390739441,
0.136615589261055,
-0.3903249204158783,
0.02407081425189972,
0.8081322908401489,
-0.6495447754859924,
1.258638858795166,
-0.32401371002197266,
-0.1656264364719391,
1.503953218460083,
-0.04190007224678993,
-0.27822592854499817,
0.35592374205589294,
-0.4716317653656006,
0.11388804763555527,
0.17854833602905273,
-0.37025028467178345,
-0.055825114250183105,
-0.11592230945825577,
0.14012503623962402,
-0.7057518362998962,
0.2069007307291031,
-0.13714894652366638,
-0.33274561166763306,
-0.28512293100357056,
-0.02824508771300316,
0.15700094401836395,
0.4418812096118927,
-0.02611757628619671,
0.4355334937572479,
0.005531533155590296,
0.0590924508869648,
0.7775487303733826,
-0.510928213596344,
0.6964026689529419,
0.2770269215106964,
0.030747421085834503,
0.11105868220329285,
0.5470660924911499,
0.47396180033683777,
0.6053276062011719,
-0.7208403944969177,
0.08294814825057983,
0.27065956592559814,
0.408984899520874,
-0.5076318383216858,
0.1848302185535431,
0.14521856606006622,
0.254620224237442,
-0.1424022614955902,
0.29460108280181885,
-0.5230267643928528,
-0.13860686123371124,
0.16686204075813293,
-0.3135227859020233,
0.6996558308601379,
0.03361084684729576,
-0.0510597825050354,
-0.23949041962623596,
0.44071757793426514,
-0.5603655576705933,
-0.07839798182249069,
0.004465701058506966,
0.5597906708717346,
0.10884278267621994,
-0.18197034299373627,
0.057817090302705765,
-0.22707431018352509,
-0.20685133337974548,
-0.8308472633361816,
0.4001178741455078,
-0.4475545287132263,
0.5006625056266785,
0.3473491072654724,
0.0348934568464756,
0.20592068135738373,
0.07264682650566101,
-0.38015997409820557,
-0.4754338264465332,
-0.38353103399276733,
0.31131207942962646,
0.6484482884407043,
0.3548005521297455,
0.15607497096061707,
-0.6186604499816895,
-0.048899244517087936,
-0.06885724514722824,
-0.2238594889640808,
-0.06640610098838806,
0.24204622209072113,
-0.7024597525596619,
-0.4909612536430359,
0.12533573806285858,
0.3811852037906647,
0.7548473477363586,
-0.18475952744483948,
0.4894877076148987,
-0.29502761363983154,
0.03866572305560112,
-0.0952058732509613,
-0.5629730224609375,
-0.3293457329273224,
0.29285138845443726,
0.48105597496032715,
-0.11656295508146286,
-0.29415419697761536,
0.7821725606918335,
0.5947123765945435,
-0.5481428503990173,
0.8758838176727295,
0.8368013501167297,
0.4736916720867157,
0.07327983528375626,
0.363460898399353,
-0.05369584634900093,
-0.11926812678575516,
-0.05445428937673569,
-0.4560122787952423,
-0.32380053400993347,
0.39120081067085266,
-6.028418064117432,
0.2427671104669571,
-0.18166084587574005,
-0.1501501202583313,
-0.6142144203186035,
0.3209366500377655,
0.5290294885635376,
-0.16103489696979523,
-0.002364506246522069,
0.005728550720959902,
0.32423391938209534,
0.41687703132629395,
-0.21452637016773224,
0.1142129898071289,
-0.2193712294101715,
0.3137594163417816,
0.6026008725166321,
-0.4104151725769043,
-0.0754498839378357,
0.041057147085666656,
0.25504645705223083,
-0.29948294162750244,
-0.6091791987419128,
0.693358302116394,
0.17845451831817627,
-0.04019025340676308,
-0.33553221821784973,
-0.21444189548492432,
-0.18145984411239624,
-0.03479940816760063,
-0.05629751831293106,
-0.23500268161296844,
-0.28264120221138,
0.2925461530685425,
0.3389407992362976,
0.49702614545822144,
0.45995935797691345,
-0.06451024115085602,
0.2520696520805359,
-0.6498607993125916,
-0.2133714258670807,
0.4893047511577606,
-0.3219963312149048,
-0.006620379164814949,
0.7372831106185913,
0.2595203220844269,
0.10203178972005844,
-0.15187568962574005,
-0.31474006175994873,
0.22957748174667358,
-0.2021634876728058,
-0.37223973870277405,
0.12196028232574463,
0.37082603573799133,
0.06690739095211029,
0.0031652168836444616,
-0.1379489153623581,
-0.1833745539188385,
-0.34685325622558594,
0.435390442609787,
-0.05464176833629608,
-0.17731989920139313,
-0.21385516226291656,
-1.104851245880127,
0.09519709646701813,
-0.11693106591701508,
-0.648252546787262,
-0.2807863652706146,
-0.16369540989398956,
-0.1936766505241394,
-0.2508489787578583,
0.4890059232711792,
0.37639400362968445,
-0.7072848081588745,
0.4591374099254608,
-0.6232775449752808,
0.06144044175744057,
0.07435475289821625,
0.19408060610294342,
-0.23700885474681854,
-0.09309491515159607,
-0.27716928720474243,
0.5238719582557678,
-0.024910444393754005,
0.05497090145945549,
0.1767369657754898,
0.2171475738286972,
-0.10563743114471436,
-0.27144598960876465,
0.676184356212616,
0.5067000389099121,
0.007059795781970024,
-0.18490570783615112,
0.882527768611908,
0.43978509306907654,
0.7261190414428711,
0.4310484528541565,
-0.23834986984729767,
0.1401452124118805,
-0.4874489903450012,
0.030592788010835648,
-0.13673312962055206,
-0.15710370242595673,
-0.5803560018539429,
0.057604849338531494,
0.45999449491500854,
-0.3620374798774719,
-0.06992019712924957,
0.8363522291183472,
-1.0207300186157227,
-0.20246832072734833,
-0.21688242256641388,
-0.3679017424583435,
0.002226909389719367,
0.7043235301971436,
-0.23781296610832214,
-0.11623857170343399,
0.37937280535697937,
0.8402262926101685,
-0.12851516902446747,
0.1888245791196823,
0.4315761923789978,
-0.15276093780994415,
-0.0875048041343689,
-0.25938454270362854,
-0.7247118353843689,
0.1262866109609604,
0.5594795346260071,
-0.7813048362731934,
0.34652289748191833,
0.3373405635356903,
0.42283132672309875,
-0.5326791405677795,
0.14321964979171753,
0.08558350056409836,
-0.683192253112793,
-0.3023844361305237,
0.06341909617185593,
-0.17310254275798798,
0.1362587809562683,
-0.17880477011203766,
0.11466941982507706,
0.20314747095108032,
-0.28596994280815125,
0.14494919776916504,
-0.2494618147611618,
-0.10893422365188599,
-0.2086433470249176,
-0.603007435798645,
0.37223905324935913,
0.19543281197547913,
-0.3440123200416565,
0.24063998460769653,
0.045652277767658234,
-0.011900870129466057,
0.0706506222486496,
0.42597872018814087,
0.1816362887620926,
0.15788941085338593,
-0.24324564635753632,
0.38742193579673767,
0.09006153792142868,
-0.9443021416664124,
0.10404565185308456,
0.11603297293186188,
-0.12887147068977356,
-0.624404788017273,
-0.3295341432094574,
0.08067088574171066,
0.3973354399204254,
0.2779419422149658,
-0.8651285171508789,
-0.09125565737485886,
-0.03994833678007126,
-0.08245660364627838,
-0.10155341029167175,
-0.09044355899095535,
-0.0219283364713192,
-0.3072924315929413,
0.11570654064416885,
0.12206292897462845,
-0.8134764432907104,
-0.264343798160553,
-0.038623638451099396,
0.744612991809845,
0.1886366307735443,
-0.15452687442302704,
0.06814289838075638,
-0.3827243149280548,
-0.32323458790779114,
0.5328533053398132,
-0.10056223720312119,
0.3942202925682068,
0.06462778151035309,
-0.11665868014097214,
0.14702586829662323,
0.4185031056404114,
0.008385972119867802,
-0.1386026293039322,
-0.22090810537338257,
-0.4219168722629547,
0.04714950919151306,
-0.5047466158866882,
0.6071560978889465,
0.1257684975862503,
-0.4313652813434601,
0.1828429400920868,
-0.1855127215385437,
-0.46025383472442627,
-0.19036611914634705,
-0.4228658974170685,
-0.05843377113342285,
-0.22353729605674744,
-0.257405549287796,
0.06579557061195374,
-0.038491103798151016,
-0.1121382862329483,
-0.6562857627868652,
-0.6364969611167908,
0.5957762002944946,
0.44824904203414917,
-0.5092393755912781,
-0.6530724167823792,
0.05662110820412636,
-0.22978538274765015,
-0.3212250769138336,
0.13097502291202545,
-0.5625424385070801,
-0.08309246599674225,
0.3903672397136688,
-0.26181647181510925,
-0.1038658618927002,
0.41300010681152344,
0.12435423582792282,
-0.17925991117954254,
-0.354432076215744,
-0.36251896619796753,
0.3251131474971771,
0.09372236579656601,
-0.10076403617858887,
0.1830025017261505,
0.16437770426273346,
-0.12981615960597992,
-0.06571745127439499,
0.29989853501319885,
-0.13947387039661407,
-0.09723640233278275,
-0.4628349542617798,
-0.28248605132102966,
-0.03472115471959114,
0.1977643370628357,
-0.3831259608268738,
0.2202061414718628,
-0.37901026010513306,
0.597791850566864,
0.011330300010740757,
-0.048595160245895386,
-0.43872353434562683,
-0.06996741890907288,
-0.009703955613076687,
0.23673003911972046,
-0.0340479351580143,
-0.8380687236785889,
-0.27994099259376526,
-0.213688462972641,
0.43483442068099976,
0.20325687527656555,
-0.5624641180038452,
0.1831182837486267,
-0.5022502541542053,
0.23096215724945068,
-0.12939061224460602,
-0.11123127490282059,
0.4978754222393036,
0.15666145086288452,
0.06708229333162308,
-0.20984505116939545,
0.28643104434013367,
0.14491811394691467,
0.04543527960777283,
-0.08566781878471375,
-0.28708022832870483,
-0.05856221169233322,
-0.2120608240365982,
0.5868048667907715,
-0.10393404960632324,
0.16535191237926483,
-0.2988683581352234,
-0.02028762735426426,
-0.3635384738445282,
0.0606779083609581,
0.09824682027101517,
-0.48794540762901306,
-0.41081663966178894,
-0.030328208580613136,
0.49441760778427124,
0.25464004278182983,
-0.10204207897186279,
-0.2928643226623535,
-0.038569748401641846,
-0.25647595524787903,
0.6598986387252808,
0.14493289589881897,
-0.1848326325416565,
-0.15641142427921295,
0.303822785615921,
0.31403616070747375,
-0.21156024932861328,
-0.3079896867275238,
0.29487165808677673,
-0.278352826833725,
-0.24850156903266907,
0.7340324521064758,
0.16664914786815643,
-0.6781406402587891,
-0.11549372971057892,
0.06918371468782425,
0.02792774885892868,
0.3491719365119934,
0.24616844952106476,
-0.19709812104701996,
0.6205909848213196,
0.8435182571411133,
-0.031638916581869125,
0.2902008593082428,
0.6344999670982361,
-0.05402234196662903,
0.2479512095451355,
0.13976363837718964,
0.46178537607192993,
0.3581063151359558,
0.6178393959999084,
-0.11651282757520676,
0.31195884943008423,
0.40355321764945984,
0.11961231380701065,
0.5037946105003357,
-0.05382179468870163,
0.16261343657970428,
0.20289741456508636,
0.743890106678009,
0.13155610859394073,
-0.12342406809329987,
0.031204013153910637,
-0.1051424965262413,
0.33476492762565613,
0.21101966500282288,
0.520499587059021,
-0.2393035888671875,
0.04182559251785278,
-0.0026998103130608797,
0.04553517326712608,
-0.1894313395023346,
-0.02373737283051014,
0.15039359033107758,
0.13054822385311127,
0.45635178685188293,
0.017099956050515175,
-0.45962050557136536,
0.3633989989757538,
-0.006670126225799322,
0.09373928606510162,
0.3486224412918091,
-0.47550636529922485,
-0.183275505900383,
0.07242228090763092,
0.3648211658000946,
0.30833369493484497,
0.006724277976900339,
0.02461206540465355,
-0.03394860401749611,
0.07553146779537201,
-0.22486862540245056,
-0.4543468952178955,
0.27604028582572937,
-0.44614580273628235,
0.12504875659942627,
-0.45334258675575256,
0.14482586085796356,
0.6046386361122131,
0.4247601628303528,
0.07879111170768738,
-0.28897812962532043,
-0.6981832981109619,
0.06977234780788422,
0.26095932722091675,
-0.10007049143314362,
0.5023636817932129,
-0.09856126457452774,
-0.14582031965255737,
0.3142112195491791,
-0.5968309640884399,
-0.1867581307888031,
0.6025410294532776,
-0.1376817375421524,
0.3579197824001312,
-0.5025917887687683,
0.7678546905517578,
0.4867773950099945,
0.3946011960506439,
-0.007609662599861622,
0.016779456287622452,
-0.4933561086654663,
0.5973303318023682,
-0.49299949407577515,
0.18166029453277588,
-0.7945466637611389,
-0.4246056079864502,
-0.602379322052002,
-0.1551915556192398,
0.3725185990333557,
0.1577441692352295,
-0.09810477495193481,
0.04701649025082588,
-0.23542611300945282,
0.23795820772647858,
0.48327383399009705,
-0.2099258452653885,
-0.10827166587114334,
-0.3380252420902252,
-0.29323917627334595,
-0.3056579828262329,
0.6369187235832214,
0.013590703718364239,
-0.7298604846000671,
0.19602221250534058,
0.102336585521698,
-0.192787304520607,
0.18659661710262299,
0.09531611949205399,
0.007273128256201744,
-0.40639281272888184,
-0.46367383003234863,
0.22215475142002106,
-0.6965627074241638,
0.04035819694399834,
0.06746034324169159,
0.2691177427768707,
0.46062329411506653,
-0.3639812469482422,
-0.07721535116434097,
-0.683659017086029,
0.2604992091655731,
0.5144268274307251,
-0.14420899748802185,
0.1760142594575882,
-0.415086030960083,
-0.3323362469673157,
0.07372076064348221,
0.34532272815704346,
-0.2094118595123291,
0.06896024942398071,
-0.09092926979064941,
-0.3911653161048889,
-0.2749500870704651,
0.2543565034866333,
-0.07100064307451248,
-0.9073030352592468,
-0.39346909523010254,
-0.38029688596725464
] |
This paper looks into efficient implementation of one dimensional low pass Finite Impulse Response filters using certain commonly used and state-of-the-art optimization techniques. Methods like Parks-McClellan (PM) equiripple design, Quantum-behaved Particle Swarm Optimization (QPSO) and Cuckoo Search Algorithm (CSA) with Levy Flight are employed and overall performance is further improved by hybridization and adaptive step size update. Various performance metrics are analyzed with a focus on increasing convergence speed to reach global optima faster. It is seen that the improved search methods used in this work, i.e., Simulated Annealing based Weighted Mean Best QPSO (SAWQPSO) and Adaptive CSA (ACSA) effect significant reductions in convergence time with ACSA proving to be the faster one. The designed filter is used in the receiver stage of a Frequency Modulated Radio Transmission model using a Quadrature-Phase Shift Keyed (QPSK) Modulator and Demodulator. Its efficiency is validated by obtaining near perfect correlation between the message and recovered signals. | [
0.005802575498819351,
-0.004359204787760973,
-0.00963456742465496,
0.004747587256133556,
-0.004337405785918236,
-0.008612243458628654,
0.006773693487048149,
0.015184735879302025,
-0.009209958836436272,
0.007859006524085999,
0.00015921634621918201,
0.012365356087684631,
-0.010088253766298294,
0.012563483789563179,
-0.014774479903280735,
0.013220349326729774,
-0.008727801032364368,
-0.0019070397829636931,
0.006536210887134075,
0.024703249335289,
-0.010109633207321167,
0.01092163659632206,
0.009349321946501732,
0.02327176183462143,
-0.0183523241430521,
-0.005662016570568085,
-0.016696780920028687,
-0.009236696176230907,
0.01720917783677578,
-0.008233259432017803,
0.02127687819302082,
-0.0023989963810890913,
0.015755875036120415,
-0.010244756937026978,
0.005735497456043959,
0.013501535169780254,
-0.008925052359700203,
0.012903748080134392,
-0.03186165168881416,
-0.00485227070748806,
-0.021430958062410355,
-0.009530756622552872,
0.004400226287543774,
-0.018898453563451767,
-0.01001773215830326,
0.0013569567818194628,
-0.005887947976589203,
-0.005498872604221106,
-0.00520532950758934,
0.008616210892796516,
-0.014229075983166695,
-0.007218905724585056,
0.0016954782186076045,
0.01130400225520134,
-0.0051591657102108,
-0.028223739936947823,
0.014772187918424606,
0.01450939942151308,
-0.02310236170887947,
-0.04490124061703682,
-0.007790419273078442,
0.005190508905798197,
-0.022720951586961746,
-0.016837123781442642,
-0.007387424819171429,
-0.06733648478984833,
-0.009826707653701305,
0.007433335296809673,
0.004090559668838978,
-0.004368030931800604,
0.008846333250403404,
0.012322213500738144,
0.0007004993967711926,
0.006086993496865034,
0.015404959209263325,
-0.006203778088092804,
-0.011276224628090858,
0.009137166664004326,
-0.00663995323702693,
-0.009680710732936859,
-0.016527049243450165,
-0.01099962554872036,
-0.013697793707251549,
0.016723105683922768,
0.0053875986486673355,
-0.008898415602743626,
-0.01266479678452015,
0.008701249957084656,
-0.004313157871365547,
0.0190952830016613,
-0.002512289211153984,
-0.028607403859496117,
-0.005363033153116703,
0.004050842951983213,
-0.004237552639096975,
0.005682393442839384,
-0.02663920447230339,
-0.006060992367565632,
0.0006619719788432121,
-0.01225651428103447,
-0.010217364877462387,
0.006744589656591415,
0.015420278534293175,
-0.009854828007519245,
0.011193335987627506,
0.005445969756692648,
-0.009434268809854984,
0.021325184032320976,
0.0043145134113729,
0.002231256105005741,
0.0013843232300132513,
0.010946615599095821,
-0.017522510141134262,
0.020441217347979546,
0.011952502653002739,
0.00884574931114912,
-0.00646722037345171,
0.023293908685445786,
0.011520201340317726,
0.031219646334648132,
0.010434634983539581,
0.009493989869952202,
0.00140735087916255,
-0.006978717166930437,
0.006617254111915827,
-0.0021395955700427294,
-0.004621573723852634,
0.004287144169211388,
-0.00926524680107832,
-0.0016073783626779914,
-0.010749274864792824,
-0.0074356538243591785,
0.015894126147031784,
0.004730192944407463,
0.010812602937221527,
-0.012493339367210865,
-0.0010366886854171753,
-0.036849021911621094,
0.010492704808712006,
-0.002760233823210001,
0.0029421434737741947,
0.008145023137331009,
-0.0013907910324633121,
0.017148328945040703,
0.005331395193934441,
0.0009322259575128555,
0.02966592274606228,
0.0007389468373730779,
-0.008036300539970398,
-0.008707941509783268,
0.005497054196894169,
-0.0005312731955200434,
-0.020680930465459824,
-0.01852555386722088,
0.007812105119228363,
0.015964828431606293,
-0.015301477164030075,
-0.007720263674855232,
-0.011000075377523899,
-0.0013743339804932475,
-0.027004197239875793,
-0.015858907252550125,
0.008512232452630997,
0.00852944515645504,
0.007789984345436096,
0.003206272143870592,
0.005859713070094585,
-0.0031457040458917618,
-0.003685604315251112,
0.0007827942608855665,
-0.011907398700714111,
0.009388254955410957,
-0.008746125735342503,
0.00020363298244774342,
0.013952032662928104,
-0.005379163194447756,
-0.010479092597961426,
0.006010315380990505,
-0.007758915890008211,
0.06665213406085968,
-0.002754815621301532,
-0.0024637356400489807,
-0.015200460329651833,
0.006843077950179577,
0.010227886028587818,
-0.021771200001239777,
0.01272021047770977,
-0.0003017595736309886,
0.006568159442394972,
0.0008988161571323872,
-0.01702217198908329,
-0.03356410562992096,
0.00586206279695034,
-0.012253422290086746,
0.00520316930487752,
0.0014975413214415312,
-0.0015547783114016056,
0.0065895142033696175,
-0.006232909392565489,
-0.008905559778213501,
0.0027980897575616837,
0.006418987642973661,
0.012423908337950706,
-0.011674497276544571,
-0.013297351077198982,
0.015732234343886375,
-0.007026983890682459,
-0.04070980101823807,
-0.0006296697538346052,
0.003959672525525093,
0.003578316420316696,
-0.004868002608418465,
0.0005267927190288901,
-0.016717828810214996,
-0.010123527608811855,
-0.008742233738303185,
0.0079670874401927,
-0.034052278846502304,
-0.004322907421737909,
-0.008807266131043434,
-0.001525041414424777,
0.012341716326773167,
0.0011736922897398472,
-0.0008927458547987044,
0.008785161189734936,
-0.0003703817492350936,
-0.012119457125663757,
0.009776683524250984,
0.008878394961357117,
-0.003983764909207821,
0.0040482585318386555,
0.0021778352092951536,
-0.010322505608201027,
-0.006319151725620031,
0.02501348964869976,
0.0010700140846893191,
0.013355080038309097,
-0.033135414123535156,
0.012292614206671715,
-0.00957224890589714,
-0.013541613705456257,
0.007847157306969166,
0.031881581991910934,
-0.0035907465498894453,
0.020803233608603477,
-0.012926619499921799,
0.03491891920566559,
0.014159470796585083,
-0.019966498017311096,
0.004485488869249821,
0.0024155229330062866,
0.01713307946920395,
-0.0011478681117296219,
-0.002342826686799526,
0.01183241792023182,
-0.00810747966170311,
-0.00644847983494401,
0.01406428124755621,
0.022682733833789825,
-0.016916293650865555,
-0.008112926036119461,
0.004451780579984188,
-0.02632845938205719,
0.002432596404105425,
0.005661338567733765,
0.01124875620007515,
0.0011626319028437138,
-0.00108309555798769,
0.007165870629251003,
0.003735691774636507,
0.004820392467081547,
-0.01272712741047144,
-0.015915194526314735,
-0.08149977028369904,
-0.011424848809838295,
0.008755678310990334,
-0.0006549432873725891,
0.008169827982783318,
-0.008014836348593235,
-0.0023119081743061543,
0.012773483991622925,
-0.016599226742982864,
-0.010901307687163353,
-0.004805328324437141,
-0.01476273499429226,
-0.008380148559808731,
0.0012989360839128494,
0.013655105605721474,
-0.009141063317656517,
0.011740663088858128,
-0.00800123531371355,
-0.00402717012912035,
0.008397772908210754,
-0.003969475161284208,
-0.014185923151671886,
-0.0131569504737854,
-0.01523854024708271,
-0.0034188395366072655,
0.0009244303219020367,
0.01289120689034462,
0.005642696283757687,
0.010335019789636135,
-0.0021675955504179,
-0.010759619064629078,
-0.02157008647918701,
-0.002973075956106186,
-0.009414657950401306,
0.03435540199279785,
0.00038217357359826565,
-0.008821995928883553,
0.01436118595302105,
0.014444777742028236,
0.009647715836763382,
0.013081175275146961,
0.0036612730473279953,
-0.0071305469609797,
0.009453197941184044,
-0.01004190556704998,
0.00008072331547737122,
-0.016998473554849625,
0.01819782331585884,
0.010231724940240383,
-0.007545562461018562,
0.012862704694271088,
0.0005086369346827269,
0.010497170500457287,
0.006208047270774841,
-0.012824430130422115,
-0.01542715448886156,
-0.019273698329925537,
-0.005739086307585239,
-0.011846169829368591,
-0.013074005022644997,
0.01194395124912262,
-0.001967805437743664,
-0.018851015716791153,
0.012959861196577549,
-0.0072905635461211205,
-0.01955229789018631,
0.019525695592164993,
-0.0025446265935897827,
-0.00035218987613916397,
0.0053818863816559315,
0.013426095247268677,
0.0019346256740391254,
-0.020870275795459747,
0.0022282737772911787,
0.017548322677612305,
-0.019064627587795258,
-0.017309296876192093,
-0.018665600568056107,
0.029847044497728348,
-0.01696023903787136,
0.009197700768709183,
0.006167779676616192,
0.010863474570214748,
0.00562124140560627,
-0.01618264988064766,
0.02717551961541176,
0.007359527051448822,
-0.014331074431538582,
0.004874527454376221,
-0.01022539846599102,
-0.011122886091470718,
-0.0023202039301395416,
0.016914011910557747,
0.004282460547983646,
0.001808740315027535,
0.013613646849989891,
0.0012100569438189268,
0.004244652576744556,
-0.0038931909948587418,
0.007057366892695427,
0.006771484389901161,
-0.006472536362707615,
-0.025918390601873398,
-0.009494357742369175,
0.002181687857955694,
0.00713404081761837,
-0.008178876712918282,
-0.0009092821273952723,
0.0007725029718130827,
-0.0018652810249477625,
-0.01728549227118492,
-0.007765266578644514,
-0.008073410019278526,
0.016076866537332535,
0.006445993669331074,
-0.010844097472727299,
-0.016398148611187935,
0.019193384796380997,
0.07358585298061371,
0.010866791009902954,
0.013398903422057629,
-0.011585120111703873,
-0.006886323448270559,
-0.01876256801187992,
-0.028076019138097763,
0.009133503772318363,
0.038537703454494476,
-0.021396435797214508,
0.009820985607802868,
0.008123300038278103,
0.00779512245208025,
0.008121795020997524,
0.011967658996582031,
0.00040165334939956665,
-0.012692238204181194,
0.004581051878631115,
-0.018220452591776848,
-0.010519050061702728,
-0.005801658146083355,
-0.017293505370616913,
0.004841607995331287,
-0.016889214515686035,
0.004758079536259174,
-0.019146788865327835,
-0.008323670364916325,
-0.011410366743803024,
0.000704376376233995,
0.008511579595506191,
0.009422678500413895,
-0.02398024871945381,
-0.006207431200891733,
-0.010887544602155685,
0.015148687176406384,
0.002657980192452669,
0.009908977895975113,
-0.012045618146657944,
-0.0017470887396484613,
0.0020636674016714096,
0.027180949226021767,
-0.01753724366426468,
-0.002107003005221486,
0.0066094715148210526,
-0.00221097469329834,
0.006628990173339844,
0.005007162690162659,
-0.007778041996061802,
-0.018604876473546028,
0.008233723230659962,
-0.0007365039200522006,
0.022258788347244263,
0.006933794356882572,
0.022633345797657967,
0.001988467760384083,
0.009193774312734604,
0.0035038460046052933,
0.0034102783538401127,
0.01297388132661581,
0.0048197354190051556,
-0.022106371819972992,
-0.020563924685120583,
0.038478784263134,
-0.01256236620247364,
0.009515692479908466,
-0.011381958611309528,
0.009188249707221985,
-0.009416511282324791,
0.017667751759290695,
0.019150974228978157,
0.013279706239700317,
0.001324391458183527,
0.0040193540044128895,
0.003853662172332406,
-0.005196056794375181,
0.006239107809960842,
-0.01637471467256546,
-0.023361220955848694,
0.01129908673465252,
-0.012794737704098225,
-0.019257575273513794,
0.0029564176220446825,
-0.02762037329375744,
-0.021862255409359932,
-0.016456298530101776,
-0.006714783608913422,
-0.006656793411821127,
-0.07558635622262955,
-0.011982696130871773,
-0.006440402008593082,
-0.0022919035982340574,
-0.005494952201843262,
0.02057177573442459,
-0.0034415097907185555,
0.007953623309731483,
0.011983450502157211,
-0.003063458949327469,
-0.005289820488542318,
-0.011772146448493004,
-0.002213672734797001,
-0.01402120292186737,
0.008224958553910255,
0.010874849744141102,
-0.02416592836380005,
0.017704622820019722,
0.0017777192406356335,
-0.0007936847396194935,
0.007341221906244755,
-0.0009975298307836056,
-0.022051826119422913,
-0.013461390510201454,
-0.00014231051318347454,
-0.08231577277183533,
-0.018720198422670364,
0.011636433191597462,
0.001411741366609931,
-0.008461873978376389,
-0.011011116206645966,
-0.006992645561695099,
-0.011256899684667587,
0.015652690082788467,
-0.009656291455030441,
-0.010041588917374611,
-0.010516216047108173,
0.001048939535394311,
0.01324620470404625,
0.005262831225991249,
-0.003775531891733408,
0.026308923959732056,
-0.008066438138484955,
0.028214480727910995,
0.005279805976897478,
0.0007569422014057636,
0.012172400951385498,
-0.0065523479133844376,
0.004301685374230146,
-0.00578714394941926,
0.008658813312649727,
-0.02186496928334236,
0.010018749162554741,
-0.006266223266720772,
-0.012512404471635818,
0.0135062076151371,
0.0011369981802999973,
0.0032630437053740025,
0.0011613387614488602,
-0.015307234600186348,
-0.0065873791463673115,
0.009664954617619514,
-0.0006826838944107294,
-0.012739863246679306,
-0.01058472041040659,
0.00021533085964620113,
-0.009436453692615032,
-0.00008950941264629364,
-0.004731414373964071,
-0.013731532730162144,
0.008387729525566101,
0.002088771900162101,
-0.005763986147940159,
0.004610971547663212,
-0.016900580376386642,
0.005015199538320303,
0.005036018788814545,
0.014381814748048782,
-0.015470344573259354,
-0.02041093073785305,
-0.004582301247864962,
-0.003399596083909273,
0.015106862410902977,
-0.0019426573999226093,
0.013500035740435123,
0.0048240963369607925,
0.025336218997836113,
0.00034547975519672036,
0.07208475470542908,
-0.020984601229429245,
0.014441141858696938,
-0.02029692381620407,
-0.00492460560053587,
-0.00018581445328891277,
-0.005108611658215523,
0.0036157940048724413,
0.003183642402291298,
-0.01876496896147728,
0.0008893236517906189,
0.002283745212480426,
-0.009156875312328339,
0.005239896476268768,
-0.00433686887845397,
0.0010175080969929695,
0.01912800967693329,
0.011770639568567276,
0.008109403774142265,
0.0039124819450080395,
0.018013447523117065,
0.0005364983808249235,
-0.012689691036939621,
0.0033609853126108646,
0.015988830476999283,
-0.013276826590299606,
-0.017464490607380867,
0.009654700756072998,
-0.007770630065351725,
-0.026245584711432457,
-0.009133456274867058,
-0.0035940809175372124,
0.00138569762930274,
-0.018111107870936394,
0.014149246737360954,
-0.0019192323088645935,
-0.012781163677573204,
0.00980864092707634,
0.003472579875960946,
-0.0006540529429912567,
0.0023507587611675262,
0.01233314536511898,
-0.002971972804516554,
0.02258019708096981,
0.03188423812389374,
0.02081220969557762,
0.013391208834946156,
-0.01579904556274414,
0.001305947545915842,
-0.0054131317883729935,
-0.025215258821845055,
-0.007430844008922577,
-0.02176111936569214,
0.00005564466118812561,
-0.000188393983989954,
-0.0000049658119678497314,
-0.004093215335160494,
0.011544176377356052,
-0.008292332291603088,
0.01276384387165308,
-0.01597236841917038,
-0.008911657147109509,
0.005153742618858814,
0.007472261320799589,
0.012519262731075287,
-0.000898716039955616,
-0.012338176369667053,
-0.011427446268498898,
0.012984197586774826,
0.005842665210366249,
-0.014399660751223564,
0.00678156828507781,
0.004196888767182827,
-0.009455976076424122,
0.0037586367689073086,
-0.004905340261757374,
0.01883026771247387,
-0.0009759010281413794,
0.02253112941980362,
-0.0070777758955955505,
-0.008991914801299572,
0.0011894586496055126,
-0.009274261072278023,
-0.007353974040597677,
0.0074086799286305904,
0.0012318758526816964,
-0.002644890220835805,
0.005876745097339153,
0.0032611670903861523,
0.013760073110461235,
0.02959401160478592,
-0.004497132729738951,
-0.0033664677757769823,
-0.005192313343286514,
0.0029097162187099457,
0.03269017115235329,
-0.0029166224412620068,
0.009139321744441986,
0.009142165072262287,
0.008865687996149063,
0.008311028592288494,
0.03081757202744484,
-0.015222986228764057,
0.004400817211717367,
-0.019547875970602036,
0.007046095095574856,
0.008540780283510685,
-0.001205161795951426,
-0.008352244272828102,
0.009380589239299297,
-0.0073410337790846825,
0.011033792048692703,
0.002692683832719922,
0.003782394342124462,
0.0056231156922876835,
0.0007579689845442772,
-0.00821626279503107,
0.015621501952409744,
-0.009673564694821835,
-0.010783867910504341,
-0.004196079447865486,
0.004464224446564913,
0.012084173038601875,
0.004356675781309605,
0.00746592553332448,
-0.0236685648560524,
-0.010303255170583725,
0.018889393657445908,
-0.0017804843373596668,
-0.002101121237501502,
0.01381602417677641,
0.02857646718621254,
0.004472235217690468,
0.005269612185657024,
0.00756045151501894,
0.0056342072784900665,
0.013360017910599709,
-0.012570807710289955,
0.009524459950625896,
0.021420327946543694,
0.012019452638924122,
-0.0013066129758954048,
0.005206821486353874,
-0.01950407400727272,
0.005132765509188175,
-0.013145200908184052,
0.01575572043657303,
0.020253054797649384,
0.007934119552373886,
0.01641083136200905,
-0.015206119045615196,
0.006494259927421808,
0.027796749025583267,
-0.006280207075178623,
0.015217602252960205,
0.014907661825418472,
0.0004001106135547161,
0.010538414120674133,
-0.007729529403150082,
0.007368971593677998,
0.01289228443056345,
0.018474359065294266,
-0.009490728378295898,
-0.012182881124317646,
-0.0015705910045653582,
0.006419239100068808,
0.009855595417320728,
0.021545926108956337,
-0.016890550032258034,
0.010474678128957748,
0.017593396827578545,
-0.025212865322828293,
-0.01221395656466484,
0.02181887812912464,
-0.009830573573708534,
-0.00836159847676754,
-0.012123625725507736,
0.011504040099680424,
-0.011304764077067375,
0.014244011603295803,
0.01891384646296501,
0.002756805159151554,
-0.011230072006583214,
-0.007695429492741823,
0.0013169676531106234,
0.016370078548789024,
-0.007226540241390467,
0.006691778544336557,
0.01014354545623064,
0.02830645814538002,
-0.008903741836547852,
-0.004035332705825567,
-0.008685436099767685,
0.0036878851242363453,
-0.012129412963986397,
-0.008844885975122452,
0.003446567337960005,
0.008344202302396297,
0.0011242448817938566,
-0.005258302204310894,
-0.002881392603740096,
-0.002323490334674716
] | [
0.06585371494293213,
-0.20718911290168762,
-0.13387274742126465,
0.15576305985450745,
-0.28141656517982483,
0.19293081760406494,
-0.34526100754737854,
-0.49557971954345703,
-0.06346850842237473,
-0.5513471961021423,
-0.15597198903560638,
0.19420376420021057,
-0.21214930713176727,
0.3226543962955475,
0.09711486846208572,
0.6724448204040527,
0.42830824851989746,
-0.059140268713235855,
-0.41416507959365845,
-0.49149760603904724,
0.05034807324409485,
0.03632804751396179,
0.4497426450252533,
0.1597089022397995,
-0.19019262492656708,
0.1857212483882904,
0.23229669034481049,
0.39861810207366943,
0.0237575713545084,
0.24569082260131836,
-0.09055357426404953,
0.895494818687439,
0.10357469320297241,
-0.2616364061832428,
0.07747164368629456,
-0.11976759880781174,
0.058998316526412964,
0.2958774268627167,
-0.11212306469678879,
-0.08136062324047089,
0.28312066197395325,
0.0005420378874987364,
-0.1555684208869934,
0.05690896138548851,
-0.340543270111084,
-0.6696860790252686,
-1.4240915775299072,
0.21652822196483612,
-0.8011942505836487,
-0.14148448407649994,
0.0050782449543476105,
0.3571498394012451,
0.7267162799835205,
0.19832667708396912,
-0.2470436990261078,
0.41554996371269226,
-0.0437985360622406,
-0.5072723031044006,
0.4636055827140808,
-0.3181302547454834,
0.1115562915802002,
-0.11160151660442352,
-0.1352810263633728,
-0.03511315956711769,
0.19064287841320038,
0.5348934531211853,
0.33883464336395264,
-0.7212691307067871,
-0.469348281621933,
-0.000527719734236598,
0.39482882618904114,
-0.1491895467042923,
-0.28198596835136414,
0.43241068720817566,
-0.17473375797271729,
-0.23207929730415344,
0.032292380928993225,
0.30020591616630554,
0.022929973900318146,
-0.04386301338672638,
-0.009609893895685673,
-0.4018745720386505,
0.16356967389583588,
0.09922564774751663,
0.4976637363433838,
0.40696385502815247,
-0.30769771337509155,
0.438150018453598,
-0.7896552085876465,
0.11237508803606033,
-0.21780487895011902,
-0.4982960820198059,
0.30409008264541626,
0.6482226252555847,
0.6755251884460449,
0.2996518909931183,
0.22046710550785065,
-0.024923836812376976,
0.23771044611930847,
0.0789315402507782,
-0.5009894371032715,
-0.12812113761901855,
0.11026033014059067,
0.04799767583608627,
-0.25563326478004456,
-0.31024521589279175,
-0.5845598578453064,
-0.7962908148765564,
-0.6973758339881897,
0.1061486154794693,
-0.45010969042778015,
0.6000521183013916,
0.1595180481672287,
-0.2539908289909363,
-0.19104963541030884,
0.014067438431084156,
0.32104888558387756,
-0.10926266759634018,
-0.019011398777365685,
0.7584823966026306,
-0.1357632428407669,
1.4531832933425903,
0.11936705559492111,
0.6032417416572571,
0.0849139541387558,
0.1407056450843811,
0.8184045553207397,
0.5823719501495361,
-0.41217389702796936,
0.3331681191921234,
0.3419302999973297,
0.6442286968231201,
-0.12530311942100525,
0.2841182053089142,
-0.12384744733572006,
-0.6371779441833496,
-0.08069156110286713,
-0.18500523269176483,
-0.08411901444196701,
0.2722935676574707,
-0.2781841456890106,
-0.5567945837974548,
-0.11431469023227692,
-0.18940915167331696,
-0.03737173229455948,
-0.052279263734817505,
0.14957880973815918,
-0.3397082984447479,
-0.48757562041282654,
-0.1387079954147339,
-0.2572477459907532,
0.12562400102615356,
-0.8857879638671875,
0.050131604075431824,
-0.09452132880687714,
0.44943398237228394,
-0.06904644519090652,
-0.1882888376712799,
-0.1385311633348465,
0.4607965648174286,
0.13405942916870117,
-0.17932993173599243,
-0.2727287709712982,
-0.20217056572437286,
-0.04124002158641815,
-0.6810279488563538,
0.22962789237499237,
0.17237791419029236,
0.1132475882768631,
-0.011818086728453636,
0.0026557070668786764,
-0.02273136004805565,
-0.11686115711927414,
-0.41433605551719666,
0.37978315353393555,
0.24644042551517487,
0.41947442293167114,
0.2635081112384796,
0.1787714660167694,
0.6843977570533752,
-0.8436771035194397,
-0.49945494532585144,
-0.0638485699892044,
-0.3876890242099762,
0.11604224890470505,
0.4689662754535675,
0.48763731122016907,
-0.028453487902879715,
0.27897703647613525,
0.3412254750728607,
-0.5917894840240479,
0.12021918594837189,
0.033224865794181824,
-0.8279211521148682,
1.2885428667068481,
0.15678094327449799,
0.00007776646089041606,
1.0435960292816162,
0.007163511123508215,
0.36469677090644836,
-0.26762837171554565,
0.0763578787446022,
0.20275531709194183,
-0.17736494541168213,
-0.6581913232803345,
-0.1512257158756256,
-0.07945998013019562,
0.020740145817399025,
-0.7602139711380005,
0.2994365692138672,
0.37691691517829895,
-0.015291677787899971,
-0.1813761442899704,
-0.43219658732414246,
0.07911573350429535,
-0.05818444490432739,
-0.00756587740033865,
0.2665020823478699,
-0.04845944419503212,
0.21534225344657898,
1.2294198274612427,
-0.21363916993141174,
0.7831359505653381,
0.6524912118911743,
0.5111457109451294,
0.7932969331741333,
1.0680440664291382,
0.4480968117713928,
0.6139677166938782,
-0.43512558937072754,
-0.04033469036221504,
-0.4840061366558075,
0.3242669999599457,
-0.4952898621559143,
-0.020202700048685074,
0.09045440703630447,
0.22365713119506836,
-0.16624557971954346,
0.2902540862560272,
0.09974797815084457,
-0.0570250004529953,
0.43866050243377686,
-0.3050703704357147,
0.4108443856239319,
-0.03939579054713249,
-0.7495173811912537,
-0.3754584789276123,
0.2916840612888336,
-0.1263977438211441,
-0.07974079251289368,
0.2530198097229004,
0.6976891160011292,
-0.019868046045303345,
-0.5753075480461121,
-0.14768818020820618,
0.14729191362857819,
-0.1291399449110031,
-0.40928155183792114,
0.5030839443206787,
0.23167869448661804,
-0.1327614039182663,
-0.016739293932914734,
0.11334262043237686,
-0.05844464898109436,
-0.05170385167002678,
-0.49326586723327637,
-0.7594515085220337,
-0.4264669716358185,
0.3708224892616272,
0.1979164481163025,
0.28195303678512573,
-0.11292705684900284,
-0.35139501094818115,
-0.018209800124168396,
-0.14459103345870972,
-0.9055924415588379,
-0.13525186479091644,
0.39317625761032104,
-1.0505757331848145,
-0.6450287699699402,
0.4613494873046875,
0.8683454394340515,
0.4223143756389618,
0.20744147896766663,
-0.7200286984443665,
-0.04211975634098053,
-0.04401558265089989,
-0.042180635035037994,
-0.41504591703414917,
-0.08802458643913269,
0.10047175735235214,
0.5347986817359924,
-0.36920154094696045,
-0.3621771037578583,
0.22588248550891876,
0.8812676668167114,
0.07832837849855423,
0.3086738586425781,
0.1085100993514061,
-0.03929266333580017,
-0.3787405490875244,
0.31766214966773987,
-0.3301299810409546,
0.06306610256433487,
0.06819215416908264,
-0.38157153129577637,
-0.752764880657196,
0.457188218832016,
-5.956386089324951,
-0.14400756359100342,
-0.3108707368373871,
0.46186476945877075,
-0.2850307822227478,
0.16315144300460815,
1.0962735414505005,
-0.2967276871204376,
0.23532085120677948,
-0.1377692073583603,
0.35609152913093567,
0.1773950159549713,
-0.4251115620136261,
0.3578985035419464,
0.11627719551324844,
0.4075511693954468,
0.18144409358501434,
-0.1262570172548294,
0.7777872681617737,
0.37112024426460266,
0.06444593518972397,
-0.23793208599090576,
-0.5419678688049316,
0.4394969642162323,
0.3138333857059479,
-0.11741159856319427,
-0.74535071849823,
0.3651520907878876,
-0.437451034784317,
-0.2901468575000763,
0.04723677411675453,
-0.547339141368866,
-0.4227236211299896,
-0.1849207878112793,
0.2799065113067627,
0.36216235160827637,
0.34668365120887756,
0.017235053703188896,
0.34623241424560547,
0.29022982716560364,
0.5480489134788513,
0.5804865956306458,
-0.4418999254703522,
-0.15334343910217285,
0.30846768617630005,
-0.17517569661140442,
0.14832212030887604,
0.27670133113861084,
-0.011619017459452152,
0.6247836351394653,
0.044251516461372375,
-0.3063708543777466,
0.5447484850883484,
0.23454245924949646,
0.0015201475471258163,
-0.339068740606308,
-0.07863236963748932,
0.42752596735954285,
-0.22802790999412537,
0.32172250747680664,
-0.11982699483633041,
-0.4331342875957489,
0.007549289148300886,
-0.8459700345993042,
-0.3717901110649109,
0.14662465453147888,
-0.4594167172908783,
-0.5776397585868835,
0.16720251739025116,
-0.31055429577827454,
-0.27782490849494934,
0.35725897550582886,
0.028755223378539085,
-0.6422988772392273,
0.21562275290489197,
-0.6245853900909424,
0.28305038809776306,
-0.11924652755260468,
-0.44683173298835754,
0.15858985483646393,
-0.3029558062553406,
-0.8839007019996643,
-0.026652567088603973,
-0.033222950994968414,
0.1624537706375122,
-0.596312403678894,
-0.15589694678783417,
-0.5886346101760864,
-0.48121190071105957,
0.18382777273654938,
0.47363150119781494,
-0.3989830017089844,
0.2930067181587219,
0.4860186278820038,
0.8329810500144958,
0.44697120785713196,
0.49008288979530334,
0.1770893782377243,
0.25483450293540955,
-0.11188431829214096,
0.11022193729877472,
-0.1723056435585022,
-0.21835288405418396,
-0.8091493248939514,
0.17641319334506989,
0.5200598239898682,
-0.37735098600387573,
0.04923911392688751,
0.558529794216156,
-0.49085721373558044,
0.30481570959091187,
-0.4320485293865204,
-0.24375273287296295,
-0.0331440232694149,
0.6057840585708618,
0.30123651027679443,
-0.3296557068824768,
-0.29286590218544006,
0.38144829869270325,
-0.0957457423210144,
0.08867090940475464,
-0.13758757710456848,
-0.3513767421245575,
0.4327714145183563,
0.5762948393821716,
-0.1678042709827423,
0.13849329948425293,
0.7099617719650269,
-0.4842914342880249,
-0.0004166355647612363,
0.33560627698898315,
0.3366008996963501,
-0.6282210350036621,
0.23023341596126556,
0.5065367817878723,
-0.43721941113471985,
-0.6954482793807983,
0.24179382622241974,
0.5051294565200806,
-0.2641240954399109,
0.173195481300354,
0.11814165860414505,
-0.204529270529747,
0.03853454813361168,
0.2790921628475189,
0.2409888356924057,
-0.15022504329681396,
-0.29745393991470337,
-0.39267995953559875,
0.0844746083021164,
0.03931219130754471,
-0.7513909339904785,
0.03206312283873558,
-0.08556235581636429,
-0.03671065717935562,
-0.007791910786181688,
0.18765611946582794,
0.3304221034049988,
0.1547866016626358,
-0.27139386534690857,
0.4762892425060272,
0.17434559762477875,
-0.8984003663063049,
0.1283835470676422,
-0.03328661993145943,
-0.05090618133544922,
-0.6623669266700745,
0.12883269786834717,
-0.13326917588710785,
0.09448124468326569,
-0.026183009147644043,
-0.2921105623245239,
-0.19084054231643677,
-0.4627697765827179,
0.1833958774805069,
0.23390093445777893,
0.1808071881532669,
-0.24283674359321594,
-0.022670038044452667,
-0.10124895721673965,
0.017220692709088326,
-0.473486065864563,
-0.15654033422470093,
0.7918028235435486,
0.7665385603904724,
-0.14660266041755676,
-0.09377951920032501,
0.09022911638021469,
-0.36395588517189026,
0.01570458523929119,
0.10156333446502686,
0.7030045986175537,
0.3212774991989136,
0.13433271646499634,
-0.4060496389865875,
-0.740410566329956,
0.2043847292661667,
-0.37546688318252563,
-0.5518817901611328,
-0.7072209119796753,
-0.20966774225234985,
0.3858644664287567,
-0.16478072106838226,
0.664600133895874,
0.0022428855299949646,
-0.36329856514930725,
-0.2865564525127411,
-0.08935563266277313,
-0.10113377124071121,
-0.40524372458457947,
-0.42611008882522583,
-0.6076145172119141,
0.17894208431243896,
-0.029082708060741425,
-0.23124369978904724,
0.042517852038145065,
0.5564432144165039,
0.03889058530330658,
-0.43628042936325073,
0.19393369555473328,
0.1759953647851944,
-0.510818600654602,
-0.05658223479986191,
-0.29793354868888855,
-0.32972824573516846,
0.2840639650821686,
0.21942274272441864,
-0.5874581336975098,
0.004554229788482189,
-0.1619674116373062,
-0.5728762149810791,
0.08259037882089615,
-0.00853823684155941,
0.164430171251297,
-0.15110857784748077,
-0.32681038975715637,
-0.39980751276016235,
0.34697529673576355,
-0.30887287855148315,
-0.001101955771446228,
-0.05193410813808441,
0.18228818476200104,
-0.2616841197013855,
-0.24366828799247742,
-0.27943986654281616,
0.010333513841032982,
0.3130688965320587,
-0.04162358492612839,
-0.7619603872299194,
-0.3563789129257202,
0.019517360255122185,
0.09031039476394653,
0.3103290796279907,
0.1854042112827301,
0.755700945854187,
-0.06941617280244827,
-0.19418153166770935,
-0.7994562387466431,
-0.040511101484298706,
0.3944687843322754,
-0.14547963440418243,
-0.0919685959815979,
-0.6607076525688171,
-0.5605485439300537,
-0.017834307625889778,
0.3821285367012024,
-0.08117341250181198,
-0.7795202732086182,
0.12672626972198486,
0.027272848412394524,
-0.07250869274139404,
-0.33724793791770935,
-0.006788619793951511,
0.615470290184021,
-0.0072076027281582355,
0.4442489445209503,
-0.13544310629367828,
0.2153281420469284,
-0.03016318380832672,
0.2045089602470398,
-0.3612894117832184,
-0.2410644143819809,
0.06871473044157028,
-0.11251002550125122,
0.262906014919281,
-0.035131361335515976,
0.2752240300178528,
0.14136546850204468,
0.25557762384414673,
-0.1401578187942505,
-0.40093493461608887,
0.17759203910827637,
-0.8616435527801514,
-0.25397247076034546,
-0.04296520724892616,
0.14079101383686066,
0.4953538179397583,
-0.10615923255681992,
-0.3671818673610687,
-0.31038931012153625,
-0.13243333995342255,
0.3256170153617859,
0.4581868350505829,
-0.05351048707962036,
0.16931593418121338,
0.07395079731941223,
0.5597269535064697,
0.5292491912841797,
0.08372952789068222,
-0.21730145812034607,
0.38828524947166443,
0.16956685483455658,
0.10845931619405746,
0.6621232032775879,
-0.4200591742992401,
0.08336995542049408,
0.1818588376045227,
-0.023842209950089455,
0.8164352774620056,
0.3254855275154114,
0.06962468475103378,
0.2684025168418884,
0.578101396560669,
-0.2944788932800293,
-0.6769176125526428,
0.4643627405166626,
-0.20557890832424164,
0.49575409293174744,
0.07581324130296707,
0.10256266593933105,
0.25952309370040894,
0.57865971326828,
-0.6234419941902161,
0.2456534206867218,
0.23158606886863708,
0.3017708361148834,
0.20045991241931915,
-0.5389772057533264,
-0.38441169261932373,
-0.02751719206571579,
0.7587867379188538,
0.629281759262085,
-0.18520480394363403,
0.4060634672641754,
-0.20474112033843994,
0.12284617125988007,
-0.20058931410312653,
0.40952441096305847,
-0.42916247248649597,
0.23274584114551544,
-0.010181060992181301,
0.2898908257484436,
-0.03960525244474411,
-0.33769017457962036,
0.05267922580242157,
-0.20801189541816711,
0.41307973861694336,
-0.34413689374923706,
-0.06995254755020142,
0.4264979958534241,
0.28269028663635254,
0.5880625247955322,
-0.6750707030296326,
0.18954762816429138,
-0.3211665153503418,
-0.0638306587934494,
0.37441927194595337,
0.09607347100973129,
-0.11500183492898941,
-0.4367777705192566,
-0.05417557805776596,
-0.26300737261772156,
-0.3574618697166443,
0.5374336838722229,
0.07610001415014267,
-0.4075656533241272,
-0.24453982710838318,
-0.020691242069005966,
-0.328378826379776,
0.17161701619625092,
0.2250448763370514,
0.059107400476932526,
-0.23431526124477386,
-0.3736523687839508,
0.15217292308807373,
-0.15369687974452972,
-0.24632711708545685,
0.652958333492279,
0.0727991908788681,
-0.34611424803733826,
0.040569208562374115,
-0.6741798520088196,
-0.6087729930877686,
0.5915967226028442,
-0.2335289865732193,
0.014418945647776127,
-0.2626599967479706,
0.6454896926879883,
0.6037697792053223,
0.2315133810043335,
0.5544993281364441,
-0.1656862199306488,
0.09634321928024292,
0.6139302849769592,
-0.5304009318351746,
0.21195396780967712,
-0.6567360162734985,
0.3344859778881073,
-0.8157516717910767,
0.09986746311187744,
0.4944310486316681,
0.13773483037948608,
-0.26711854338645935,
-0.2868322432041168,
0.11745159327983856,
-0.21054178476333618,
0.25301316380500793,
-0.1243530884385109,
0.036684148013591766,
-0.3027611970901489,
-0.37455815076828003,
-0.5781091451644897,
0.6854674220085144,
-0.05696342512965202,
0.07870958000421524,
-0.13011763989925385,
0.09532152861356735,
0.23442360758781433,
-0.02047054097056389,
0.13458798825740814,
0.5919645428657532,
-0.12031596153974533,
-0.6475017666816711,
0.5868713855743408,
-0.18930862843990326,
-0.10015829652547836,
-0.16970586776733398,
0.11322988569736481,
0.3312211036682129,
-0.4527183175086975,
-0.33183547854423523,
-0.31526339054107666,
-0.4015057384967804,
0.2528318166732788,
-0.10868453979492188,
0.6012725830078125,
0.05184484273195267,
-0.26741376519203186,
-0.4355168640613556,
0.7369757890701294,
0.008568554185330868,
-0.07983922958374023,
-0.47953101992607117,
-0.08839809149503708,
-0.46435147523880005,
0.30268457531929016,
-0.21600142121315002,
-0.2464834451675415,
0.061612553894519806,
-0.5914404988288879
] |
While classical kernel-based classifiers are based on a single kernel, in practice it is often desirable to base classifiers on combinations of multiple kernels. Lanckriet et al. (2004) considered conic combinations of kernel matrices for the support vector machine (SVM), and showed that the optimization of the coefficients of such a combination reduces to a convex optimization problem known as a quadratically-constrained quadratic program (QCQP). Unfortunately, current convex optimization toolboxes can solve this problem only for a small number of kernels and a small number of data points; moreover, the sequential minimal optimization (SMO) techniques that are essential in large-scale implementations of the SVM cannot be applied because the cost function is non-differentiable. We propose a novel dual formulation of the QCQP as a second-order cone programming problem, and show how to exploit the technique of Moreau-Yosida regularization to yield a formulation to which SMO techniques can be applied. We present experimental results that show that our SMO-based algorithm is significantly more efficient than the general-purpose interior point methods available in current optimization toolboxes. | [
0.013664593920111656,
0.011464838869869709,
-0.005439912434667349,
0.02448306418955326,
-0.021157434210181236,
-0.011071479879319668,
0.009033974260091782,
-0.011857631616294384,
-0.011549502611160278,
0.011535976082086563,
-0.015016604214906693,
0.021008599549531937,
-0.0012971225660294294,
0.0034894300624728203,
-0.015186100266873837,
-0.0021565561182796955,
-0.000664681545458734,
0.011502662673592567,
0.010502366349101067,
-0.007429727353155613,
-0.011071017943322659,
0.022849369794130325,
0.009390993043780327,
0.020728809759020805,
0.0036511567886918783,
0.008484931662678719,
0.00392270740121603,
0.006779074668884277,
-0.024134406819939613,
-0.03337986767292023,
-0.008492454886436462,
-0.009248455986380577,
0.010279437527060509,
0.01155877485871315,
-0.005647104233503342,
-0.017104243859648705,
-0.006221001036465168,
0.022903915494680405,
-0.008583905175328255,
-0.003549615852534771,
-0.02960127592086792,
-0.008545096032321453,
-0.002487176563590765,
0.012932014651596546,
-0.007928701117634773,
0.001845471328124404,
-0.002732476219534874,
0.000571081880480051,
-0.006261180154979229,
0.006687058135867119,
-0.018403129652142525,
-0.007071075960993767,
-0.006852047052234411,
0.009966416284441948,
-0.005643229931592941,
-0.001021520234644413,
0.015564855188131332,
-0.0031534195877611637,
0.0076992991380393505,
0.01223604753613472,
-0.005858459509909153,
0.03525855019688606,
0.011487206444144249,
-0.04196443408727646,
-0.013484520837664604,
-0.06726342439651489,
0.01730610430240631,
0.01273591723293066,
-0.008016195148229599,
-0.003875400172546506,
0.009070735424757004,
0.008782065473496914,
-0.018097281455993652,
-0.004643088206648827,
0.011221730150282383,
0.014829713851213455,
-0.019697440788149834,
0.0160440094769001,
0.0021360227838158607,
-0.004650009796023369,
0.01972918212413788,
-0.0032102977856993675,
-0.020214097574353218,
0.007780405227094889,
0.01428171619772911,
-0.008427978493273258,
-0.01755709946155548,
0.007186580449342728,
0.009944264777004719,
0.01018216460943222,
0.0036353161558508873,
-0.01634814590215683,
-0.025518422946333885,
-0.008512417785823345,
0.00152176758274436,
0.003636597190052271,
0.004646326880902052,
0.0036096316762268543,
0.006221554707735777,
-0.01692897267639637,
-0.004456418566405773,
0.013892268761992455,
0.01836530864238739,
-0.034192368388175964,
-0.012541071511805058,
0.013985110446810722,
-0.006794775370508432,
0.0018376228399574757,
-0.006569735240191221,
0.007340576034039259,
0.018660757690668106,
0.03198548033833504,
-0.004333335906267166,
-0.027330821380019188,
0.009878622367978096,
-0.0003100554458796978,
0.019544197246432304,
-0.02309444732964039,
0.012299983762204647,
0.01782606542110443,
-0.01862957887351513,
-0.010959485545754433,
-0.0027753543108701706,
0.006772823631763458,
0.006376906763762236,
-0.019302096217870712,
0.0018054714892059565,
-0.0017073871567845345,
0.006721689365804195,
0.01527133397758007,
-0.013052297756075859,
0.004851225763559341,
0.013594725169241428,
-0.013300452381372452,
-0.008710862137377262,
-0.004494006745517254,
-0.007847024127840996,
-0.017441026866436005,
-0.00748559320345521,
0.012817895039916039,
-0.019193585962057114,
0.009521902538836002,
0.003998237196356058,
0.014442249201238155,
0.014089908450841904,
0.005568111315369606,
-0.03151637315750122,
0.012633820995688438,
-0.01727370359003544,
-0.015418030321598053,
-0.005367598030716181,
0.0019660424441099167,
-0.012284344993531704,
-0.00424548052251339,
-0.006461678072810173,
-0.01260707899928093,
-0.0022100426722317934,
0.010794561356306076,
-0.011238383129239082,
0.003239958081394434,
-0.014584895223379135,
-0.0222901813685894,
0.023395054042339325,
0.009116449393332005,
0.012508770450949669,
0.006129503715783358,
0.012351660057902336,
0.011895986273884773,
-0.02576117217540741,
0.00014333389117382467,
-0.004266628995537758,
-0.010689730755984783,
0.02215566858649254,
0.006637022830545902,
0.006521562114357948,
0.012290208600461483,
0.0039117420092225075,
0.007309297099709511,
-0.00898534432053566,
0.06699563562870026,
0.010358014144003391,
0.03172475844621658,
0.017586443573236465,
0.015775997191667557,
-0.00013402977492660284,
-0.032953403890132904,
0.0065184347331523895,
0.003014534944668412,
-0.025407733395695686,
-0.050849251449108124,
-0.019668325781822205,
-0.011139298789203167,
0.017357997596263885,
-0.009318428114056587,
-0.014225170016288757,
0.004158391151577234,
0.0006497795693576336,
0.005924830213189125,
-0.012291043996810913,
0.009576553478837013,
0.0018793181516230106,
-0.00720137357711792,
0.028333336114883423,
-0.00596997607499361,
-0.0045922063291072845,
0.01931089535355568,
0.028657959774136543,
0.0035059305373579264,
-0.018234625458717346,
-0.016037071123719215,
0.027334541082382202,
0.003325659316033125,
-0.010482663288712502,
-0.016810547560453415,
0.014387533068656921,
-0.0035493727773427963,
-0.007153540849685669,
-0.020225826650857925,
0.014915809966623783,
-0.013308709487318993,
-0.0024105673655867577,
-0.0026744166389107704,
0.010707257315516472,
-0.021494735032320023,
0.0024924189783632755,
0.015684183686971664,
0.0011394396424293518,
0.009734720923006535,
0.008893681690096855,
-0.010650808922946453,
-0.0022097486071288586,
0.0024981219321489334,
-0.013367963023483753,
-0.03143841400742531,
0.030603280290961266,
0.003913321532309055,
0.009069237858057022,
-0.01737750694155693,
0.011171468533575535,
-0.009229306131601334,
-0.018704306334257126,
-0.01825401559472084,
0.005622312892228365,
-0.0009533261181786656,
-0.01448844838887453,
-0.000011696945875883102,
0.04590547829866409,
-0.009219999425113201,
0.002754815388470888,
-0.007662017829716206,
0.002280119340866804,
0.003462756983935833,
-0.036595702171325684,
-0.009283244609832764,
0.034879229962825775,
0.03363070636987686,
0.004856879357248545,
0.053681112825870514,
0.02375391498208046,
-0.01451681274920702,
-0.003985085524618626,
0.0008781837532296777,
-0.005602038931101561,
-0.007069310173392296,
-0.010401641018688679,
0.008919723331928253,
0.02536723203957081,
-0.020256664603948593,
0.011720070615410805,
0.01653192937374115,
0.005497081205248833,
-0.003644432406872511,
-0.001161262160167098,
-0.08139216899871826,
-0.0064068203791975975,
0.012214559130370617,
0.00015685055404901505,
0.00767146423459053,
-0.033060379326343536,
0.013134831562638283,
0.015660524368286133,
-0.007178596220910549,
0.015187567099928856,
-0.02227635309100151,
-0.007037462666630745,
-0.010696046985685825,
0.013548223301768303,
0.004242707975208759,
-0.007218366023153067,
0.013412561267614365,
0.015392782166600227,
0.008309245109558105,
-0.007678015157580376,
0.01923188380897045,
0.012095300480723381,
-0.012472790665924549,
-0.008433379232883453,
-0.019383665174245834,
0.044289007782936096,
0.005317110102623701,
-0.005219648592174053,
0.00048557762056589127,
-0.0044076875783503056,
0.008991572074592113,
-0.01797843724489212,
0.004555060528218746,
-0.01701490208506584,
0.02209113910794258,
-0.018374120816588402,
0.006164873484522104,
-0.01656627468764782,
-0.0032706696074455976,
0.02828439697623253,
-0.02323071099817753,
0.003956764005124569,
-0.011180905625224113,
0.01792396791279316,
-0.003974531311541796,
0.004848210606724024,
0.028142042458057404,
0.013230506330728531,
0.02448001131415367,
-0.004762894473969936,
0.023207928985357285,
-0.0036608539521694183,
-0.019354328513145447,
0.00815383531153202,
-0.0095105255022645,
-0.01773274503648281,
0.016593296080827713,
0.019029580056667328,
-0.011788897216320038,
-0.010951110161840916,
-0.02574806660413742,
-0.013730104081332684,
-0.0061087459325790405,
-0.004440501797944307,
-0.006367419846355915,
-0.007255819626152515,
0.011522235348820686,
0.006957446224987507,
0.0008462801342830062,
-0.004755007568746805,
0.005417009815573692,
-0.006973715499043465,
-0.003062346251681447,
-0.006865550763905048,
-0.009638301096856594,
-0.012829450890421867,
-0.009903909638524055,
-0.021266434341669083,
0.012364530935883522,
-0.011306720785796642,
-0.007174404338002205,
0.01974649168550968,
-0.004206021316349506,
0.004230549093335867,
-0.02754097804427147,
0.037108395248651505,
0.006116869859397411,
0.020109687000513077,
-0.0015939762815833092,
-0.017801299691200256,
-0.014631540514528751,
-0.005175796803086996,
-0.02423742413520813,
0.010791417211294174,
0.01401885412633419,
-0.024713966995477676,
0.00889812596142292,
0.012211261317133904,
0.0039114197716116905,
0.00863674283027649,
0.010532660409808159,
-0.004662662744522095,
-0.022476792335510254,
-0.009002926759421825,
0.00896879006177187,
0.012577077373862267,
-0.006175696384161711,
-0.009334146976470947,
-0.00462763849645853,
-0.0014646779745817184,
-0.007971970364451408,
0.005412737838923931,
-0.00743672251701355,
0.017816409468650818,
0.011019756086170673,
0.016105003654956818,
0.01435858104377985,
0.01894591934978962,
0.07274164259433746,
0.004662774503231049,
0.004852211102843285,
-0.001923970296047628,
-0.016653340309858322,
-0.026110008358955383,
-0.027010347694158554,
-0.008381752297282219,
0.013304091058671474,
-0.008198335766792297,
0.011537864804267883,
0.011305268853902817,
-0.0037159097846597433,
0.01548959594219923,
-0.018054183572530746,
0.011105694808065891,
-0.0012271413579583168,
-0.01266123354434967,
-0.00032018241472542286,
0.0002695464063435793,
-0.01804756373167038,
-0.007617109455168247,
-0.0017371650319546461,
-0.02810235694050789,
-0.010195721872150898,
-0.03869578614830971,
0.004018616862595081,
-0.014681271277368069,
0.002861350541934371,
0.003739031031727791,
0.012742970138788223,
-0.026294440031051636,
-0.0036066866014152765,
-0.0020676308777183294,
0.011329474858939648,
0.008809296414256096,
0.024491190910339355,
-0.0011142473667860031,
-0.0031971216667443514,
0.008496099151670933,
0.0062088193371891975,
-0.013169452548027039,
-0.0076734758913517,
0.013135863468050957,
0.014110245741903782,
-0.017085351049900055,
-0.001824171282351017,
-0.007806769572198391,
0.0017961515113711357,
-0.028285615146160126,
-0.003710184246301651,
0.014823418110609055,
0.008002771995961666,
0.026511095464229584,
-0.017974678426980972,
-0.015749238431453705,
0.008653203956782818,
-0.0049668895080685616,
-0.016329415142536163,
0.003801776794716716,
-0.0078032477758824825,
0.0015716387424618006,
0.005127342883497477,
0.007420802488923073,
-0.02198326215147972,
0.0007599066011607647,
0.007822270505130291,
-0.005568195600062609,
0.01820715144276619,
-0.008595120161771774,
-0.028850719332695007,
-0.0248411875218153,
-0.006656329147517681,
0.009180910885334015,
0.004172949120402336,
-0.007805435918271542,
0.0025930311530828476,
-0.016607914119958878,
-0.009197347797453403,
-0.006622644141316414,
-0.012824282050132751,
0.0032104207202792168,
0.00545891048386693,
-0.006362565793097019,
-0.0014242245815694332,
0.0007137772627174854,
-0.022377707064151764,
-0.07516228407621384,
0.009074406698346138,
0.01506630890071392,
-0.004036001395434141,
0.008424947038292885,
0.013245225884020329,
-0.002355745527893305,
-0.02268953062593937,
0.007544592022895813,
0.004478937014937401,
-0.007008151151239872,
-0.016842413693666458,
-0.0013157706707715988,
-0.0035107957664877176,
0.01046653464436531,
0.04403046518564224,
-0.01763027161359787,
0.010557293891906738,
0.009008987806737423,
0.004589237738400698,
0.00286260899156332,
0.008245316334068775,
0.010264676064252853,
-0.009281523525714874,
-0.013895436190068722,
-0.08170682936906815,
0.0043199434876441956,
-0.00420488091185689,
0.01038604136556387,
-0.004602275788784027,
-0.01604907400906086,
0.02608340047299862,
-0.024265991523861885,
0.02662656456232071,
-0.010913455858826637,
-0.02362331934273243,
0.003033203538507223,
0.02800588868558407,
0.0002430678578093648,
-0.03480157256126404,
-0.000640380778349936,
0.03790753334760666,
-0.017895378172397614,
-0.004428906831890345,
-0.0051009198650717735,
0.02769371308386326,
-0.00010117422789335251,
-0.007734647952020168,
-0.00028420425951480865,
-0.005777022801339626,
-0.005168504547327757,
-0.02090653032064438,
0.016761522740125656,
-0.0039052776992321014,
-0.023914065212011337,
0.025746475905179977,
0.015122031792998314,
0.0002655878197401762,
0.004749746061861515,
-0.005898335017263889,
-0.01988941803574562,
0.0027467673644423485,
-0.00922181736677885,
-0.024179594591259956,
-0.007913237437605858,
-0.001972238766029477,
-0.015229590237140656,
0.015450803562998772,
-0.017734374850988388,
-0.02841939404606819,
-0.006194849498569965,
0.005418706685304642,
-0.006163132842630148,
-0.0017615992110222578,
-0.013357354328036308,
0.004002366214990616,
0.020186161622405052,
0.013689093291759491,
-0.017121465876698494,
-0.003034625668078661,
0.013930377550423145,
0.0065223886631429195,
0.016232728958129883,
0.030049672350287437,
0.01625310443341732,
0.01360398717224598,
0.01952158287167549,
-0.022893492132425308,
0.07215674221515656,
-0.028967494145035744,
0.014594674110412598,
-0.020526833832263947,
-0.0069745914079248905,
0.004636853467673063,
-0.02209504321217537,
0.02350532077252865,
-0.0019573511090129614,
-0.020153071731328964,
-0.01762668415904045,
-0.006047775968909264,
0.00283074751496315,
0.008355817757546902,
0.01885831356048584,
-0.04623420163989067,
0.039039935916662216,
-0.029513265937566757,
0.008748282678425312,
0.007862221449613571,
0.011677626520395279,
-0.0004377104341983795,
-0.0024702204391360283,
0.003206514287739992,
0.0012427263427525759,
-0.006811823695898056,
0.005036270245909691,
-0.014478947035968304,
-0.019631199538707733,
-0.021108519285917282,
-0.021769097074866295,
0.01151144690811634,
0.009197559207677841,
0.020646851509809494,
0.01176391076296568,
0.0012383656576275826,
-0.010511886328458786,
0.005070062354207039,
0.007753848098218441,
0.003982802852988243,
-0.015166517347097397,
-0.0017065568827092648,
-0.007977765053510666,
0.015654264017939568,
-0.0020619691349565983,
0.00117773306556046,
0.007268741726875305,
0.0240994393825531,
0.0010314260143786669,
-0.0015251846052706242,
-0.0007687511388212442,
0.0006623722147196531,
0.020456919446587563,
-0.002765387762337923,
0.003983090166002512,
-0.007512167561799288,
-0.014463442377746105,
0.014796823263168335,
-0.022169670090079308,
0.016335379332304,
-0.011569187045097351,
-0.006657992023974657,
-0.0066733709536492825,
0.0008292734273709357,
0.001849224092438817,
0.018214454874396324,
-0.0027055463287979364,
-0.019144877791404724,
-0.021932724863290787,
0.013977542519569397,
-0.01563110388815403,
0.03202635794878006,
0.00449905963614583,
-0.01139402948319912,
0.007161030080169439,
0.016954105347394943,
-0.005385983269661665,
-0.0009725590934976935,
0.009634355083107948,
-0.0089979013428092,
-0.004100034013390541,
-0.002144194208085537,
-0.005650662817060947,
-0.033321697264909744,
0.012533551082015038,
0.0152147701010108,
-0.018109140917658806,
0.03503384441137314,
-0.004050861112773418,
0.009294578805565834,
0.03256941959261894,
0.01009346917271614,
0.0019402443431317806,
0.002519104164093733,
0.007695705629885197,
0.034233465790748596,
-0.0054092807695269585,
0.003164304420351982,
0.02358868345618248,
0.006218119524419308,
0.011368675157427788,
0.016212502494454384,
-0.009354975074529648,
-0.018855713307857513,
-0.011129368096590042,
-0.005653789266943932,
0.009899127297103405,
0.019191887229681015,
0.010114923119544983,
0.02050633355975151,
0.005573710892349482,
-0.01833198592066765,
0.0021790708415210247,
0.0003653459716588259,
0.000837608939036727,
0.025521574541926384,
0.0027224153745919466,
-0.00012228358536958694,
-0.004505259450525045,
-0.009032806381583214,
-0.028803730383515358,
-0.003557194024324417,
-0.0010534659959375858,
0.04007289186120033,
-0.0016635905485600233,
-0.012673905119299889,
-0.010936083272099495,
-0.004050604999065399,
-0.030324894934892654,
-0.0004430338740348816,
0.024538671597838402,
0.004546806216239929,
0.011903643608093262,
0.009648081846535206,
0.003935552202165127,
-0.0020818854682147503,
0.005068921484053135,
-0.003926820121705532,
0.022829653695225716,
-0.018292585387825966,
0.01992609351873398,
0.0015755926724523306,
0.009140847250819206,
-0.01217937096953392,
0.008635698817670345,
-0.024745088070631027,
0.012094392441213131,
0.006865165662020445,
0.0003508530789986253,
0.010202675126492977,
-0.015807893127202988,
-0.002587557304650545,
-0.004178390372544527,
-0.004692787770181894,
0.0136198028922081,
0.015139568597078323,
0.011613850481808186,
0.001221284968778491,
0.005635297857224941,
0.003440119791775942,
-0.027133619412779808,
-0.022554097697138786,
-0.01527301874011755,
0.023579392582178116,
-0.010082648135721684,
0.012087307870388031,
0.002502331044524908,
0.0005057808011770248,
-0.035202495753765106,
-0.0008513242937624454,
-0.0011524669826030731,
-0.02255544438958168,
-0.021406902000308037,
0.019995301961898804,
-0.029745008796453476,
-0.019028224050998688,
-0.0021997359581291676,
-0.004402981139719486,
-0.0037324349395930767,
0.0009840077254921198,
-0.003790409304201603,
-0.020945671945810318,
0.0026493326295167208,
-0.008265722543001175,
-0.0021493276581168175,
0.013637722469866276,
0.002945250365883112,
0.004454630892723799,
0.0033636121079325676,
0.008316241204738617,
0.019690774381160736,
0.019227350130677223,
-0.008339122869074345,
-0.003420464228838682,
0.009810884483158588,
0.0032317109871655703,
0.013068178668618202,
0.022697359323501587,
-0.004186227917671204,
-0.0015718425856903195,
-0.006823924370110035,
-0.02867744490504265
] | [
-0.2608852982521057,
-0.1251877248287201,
-0.021448740735650063,
0.1159401535987854,
-0.39321091771125793,
0.4930809438228607,
-0.04051855951547623,
-0.382109671831131,
-0.051455624401569366,
-0.49279287457466125,
-0.17549355328083038,
0.4296921193599701,
-0.6514843702316284,
0.2150537073612213,
-0.20307426154613495,
0.41643503308296204,
0.3490866720676422,
0.32897746562957764,
-0.7819200158119202,
-0.617455005645752,
0.17056246101856232,
0.1836879700422287,
0.2947574555873871,
0.22101201117038727,
-0.00320602860301733,
0.2642604112625122,
0.4902947247028351,
0.1965135782957077,
0.24771690368652344,
0.15177100896835327,
-0.2462412267923355,
0.8798139691352844,
0.08420922607183456,
-0.010784383863210678,
0.39588072896003723,
-0.12135844677686691,
0.21675702929496765,
0.31581953167915344,
0.44640395045280457,
-0.278520792722702,
0.5231424570083618,
-0.418583482503891,
0.08158466964960098,
0.38131803274154663,
-0.060437481850385666,
-0.4612188935279846,
-1.6337878704071045,
-0.010278488509356976,
-0.18047432601451874,
-0.6231440305709839,
-0.5839020609855652,
-0.005828772205859423,
0.29517465829849243,
0.5365313291549683,
-0.15917202830314636,
0.5333982706069946,
-0.25289347767829895,
-0.5091438889503479,
0.8804824352264404,
-0.2172357589006424,
-0.18554972112178802,
0.05166928097605705,
-0.04207751527428627,
0.08071202784776688,
-0.3681114912033081,
0.6772582530975342,
-0.03436582162976265,
-0.12622496485710144,
-0.9825852513313293,
-0.7248529195785522,
0.2786318063735962,
-0.4444392919540405,
0.09041061997413635,
0.22421297430992126,
-0.26327478885650635,
-0.24960079789161682,
-0.2181236296892166,
-0.34383293986320496,
0.167658731341362,
-0.17054332792758942,
-0.3893212676048279,
0.21726657450199127,
0.37958934903144836,
0.06642647832632065,
0.7507620453834534,
0.37027567625045776,
-0.03604814410209656,
0.671261191368103,
-0.6736993193626404,
0.1738070398569107,
-0.226578027009964,
-0.13100627064704895,
0.2147187888622284,
0.44857802987098694,
0.19251079857349396,
0.7511744499206543,
0.22660113871097565,
0.02000788040459156,
0.8518447875976562,
0.4220430552959442,
-0.3520727753639221,
-0.20949353277683258,
-0.07765435427427292,
-0.6034677624702454,
-0.7647184133529663,
-0.7903979420661926,
-0.6650606393814087,
-0.20777665078639984,
-0.42270079255104065,
0.4547412097454071,
-0.7538660168647766,
0.44040337204933167,
0.26831895112991333,
-0.18314704298973083,
-0.012215704657137394,
-0.1752219796180725,
-0.24749621748924255,
-0.19393622875213623,
-0.3052349388599396,
0.4662816822528839,
-0.009818512946367264,
1.187584400177002,
0.06495122611522675,
0.6287695169448853,
0.08489011228084564,
0.13726688921451569,
0.1845685988664627,
0.7453586459159851,
-0.4811367690563202,
-0.23240794241428375,
0.5348115563392639,
1.1561905145645142,
0.326635479927063,
0.022347595542669296,
-0.355559766292572,
-0.5979850888252258,
-0.290860116481781,
-0.024297166615724564,
-0.4893789291381836,
-0.09421899914741516,
-0.43974316120147705,
-0.650771975517273,
-0.019146541133522987,
0.05337928608059883,
0.6111047863960266,
-0.2962620258331299,
0.21538874506950378,
-0.29156580567359924,
-0.17488302290439606,
-0.1722995936870575,
-0.21774061024188995,
0.30588147044181824,
-0.6050397157669067,
-0.03099144995212555,
-0.35728636384010315,
0.5206211805343628,
-0.22201798856258392,
-0.16451142728328705,
-0.1493205428123474,
0.27960067987442017,
-0.3283930718898773,
-0.1698560118675232,
-0.6944681406021118,
-0.5989139080047607,
-0.011056287214159966,
-0.9289091229438782,
0.6859000325202942,
0.40755996108055115,
0.16454598307609558,
0.20121455192565918,
-0.2674647867679596,
-0.5327854156494141,
-0.40789467096328735,
0.0032666374463588,
-0.31110191345214844,
0.03670855984091759,
0.7550979256629944,
-0.18777523934841156,
0.647831916809082,
0.01110924780368805,
-0.8882859349250793,
0.012966218404471874,
0.3242207169532776,
-0.03573077917098999,
0.11559894680976868,
0.3501967787742615,
0.35009363293647766,
-0.2902117967605591,
0.2476138472557068,
-0.03987962752580643,
-0.4715740382671356,
0.04264680668711662,
-0.06036551296710968,
-0.8972645401954651,
1.3631106615066528,
0.43185192346572876,
-0.6412171721458435,
0.4805424213409424,
-0.4293646812438965,
0.14528492093086243,
0.04624909162521362,
-0.13670778274536133,
0.09881776571273804,
-0.3771679699420929,
-0.48706457018852234,
0.26069390773773193,
-0.1476460099220276,
0.09650662541389465,
-0.8839788436889648,
0.09409671276807785,
0.361263245344162,
0.15319599211215973,
-0.025223495438694954,
-0.24678821861743927,
0.4551285207271576,
0.22578313946723938,
-0.30297401547431946,
0.6592379808425903,
0.4945448040962219,
-0.05690334737300873,
1.1099778413772583,
-0.5934131145477295,
0.13379742205142975,
0.41643592715263367,
0.2895737886428833,
0.652592122554779,
1.0453633069992065,
0.5658277869224548,
0.9742619395256042,
-0.3757156729698181,
0.026676099747419357,
-0.28419265151023865,
0.10909583419561386,
-0.1182645708322525,
-0.21174287796020508,
0.3876798152923584,
0.43905436992645264,
-0.15770812332630157,
-0.13245424628257751,
-0.3394959270954132,
0.002245710464194417,
0.6020934581756592,
-0.3406546115875244,
-0.2293402999639511,
-0.04950147122144699,
-0.6070153117179871,
-0.7757818102836609,
-0.14034773409366608,
-0.4432583153247833,
-0.1571122109889984,
-0.15787000954151154,
0.41248685121536255,
0.06582429260015488,
-0.7167004942893982,
0.11152436584234238,
0.6018701195716858,
-0.2137073129415512,
-0.05427123233675957,
0.10732655227184296,
0.5691977739334106,
-0.2973997890949249,
-0.11939198523759842,
-0.32026952505111694,
-0.39112588763237,
-0.48228856921195984,
-0.1333463042974472,
-0.6698361039161682,
0.006788331083953381,
0.6910642385482788,
0.414662629365921,
0.010761153884232044,
-0.6929327845573425,
-0.6076432466506958,
0.07227115333080292,
-0.5377610921859741,
-1.007131576538086,
0.01303955726325512,
0.48108208179473877,
-1.097557783126831,
-0.44101065397262573,
-0.18196499347686768,
0.5385845303535461,
0.5291569828987122,
0.026757992804050446,
-0.46597522497177124,
-0.06029120832681656,
-0.08199136704206467,
-0.5020639300346375,
-0.46930941939353943,
-0.6379646062850952,
-0.21043521165847778,
0.5752411484718323,
-0.3170792758464813,
-0.2763867974281311,
0.5054900646209717,
1.0081299543380737,
-0.018744703382253647,
0.07665083557367325,
0.3135147988796234,
-0.18209512531757355,
-0.835662305355072,
0.15840765833854675,
-0.20502188801765442,
0.024868952110409737,
-0.02728886343538761,
-0.07484584301710129,
-0.36809080839157104,
0.8614760041236877,
-5.626459121704102,
-0.03317911922931671,
-0.534614086151123,
0.3865770995616913,
-0.032061830163002014,
0.1746954768896103,
0.31543469429016113,
-0.20896992087364197,
0.34880751371383667,
-0.05549602955579758,
0.28069818019866943,
0.20966628193855286,
-0.6811293959617615,
0.6066104173660278,
0.39811891317367554,
0.07195498049259186,
0.6342489123344421,
0.1972266435623169,
0.22747476398944855,
-0.19425375759601593,
0.19940851628780365,
-0.31234973669052124,
-0.3804914057254791,
0.4037852883338928,
-0.09881886094808578,
0.1927875280380249,
-0.4076147675514221,
0.2243351936340332,
-0.1839577853679657,
-0.5256974101066589,
-0.5127121210098267,
-0.5234866738319397,
-0.2988439202308655,
-0.19661158323287964,
0.052642565220594406,
0.3606192469596863,
0.4148155748844147,
-0.13959431648254395,
0.30931395292282104,
-0.6159258484840393,
0.35172706842422485,
0.8231969475746155,
-0.1379327028989792,
-0.4307873845100403,
0.20821566879749298,
-0.3587642312049866,
-0.25156280398368835,
0.27060532569885254,
-0.22312530875205994,
0.6748219132423401,
-0.21963416039943695,
-0.5119271278381348,
0.17008988559246063,
0.3360000550746918,
0.01904415339231491,
-0.4085419476032257,
0.013639573007822037,
0.30655232071876526,
-0.06548667699098587,
0.49523651599884033,
0.33004891872406006,
-0.562933087348938,
0.07819082587957382,
-0.6037406921386719,
-0.9338050484657288,
0.28461503982543945,
-0.7148036956787109,
-0.30222657322883606,
0.302047997713089,
0.023792505264282227,
-0.6813712120056152,
0.009532264433801174,
-0.04994203895330429,
-0.467253178358078,
0.31915321946144104,
-0.40310126543045044,
0.23333869874477386,
-0.313494473695755,
-0.2564215064048767,
0.5455352067947388,
-0.13865958154201508,
-0.7371870875358582,
0.06117177754640579,
-0.04087565839290619,
-0.10322291404008865,
-0.07381726056337357,
-0.2747500240802765,
-0.15272240340709686,
-0.21479617059230804,
0.32917365431785583,
0.34413185715675354,
-0.4037266969680786,
0.2928502857685089,
0.712311863899231,
0.7236940860748291,
0.5335453152656555,
0.645855724811554,
0.053026534616947174,
0.153840109705925,
-0.0633738711476326,
0.5484747886657715,
-0.2218397855758667,
0.047127414494752884,
-0.6103642582893372,
0.3843230903148651,
0.6584374904632568,
-0.5006139278411865,
0.37159693241119385,
0.6299041509628296,
-0.014910152181982994,
0.036601413041353226,
0.2822040915489197,
-0.4168074429035187,
-0.645122766494751,
0.47391465306282043,
0.09128856658935547,
-0.2528042197227478,
0.11507149785757065,
0.7481228113174438,
0.23263099789619446,
0.006449561566114426,
0.39363953471183777,
-0.21751804649829865,
-0.03141750767827034,
0.22936099767684937,
-0.6037200689315796,
0.5340616703033447,
0.4399816393852234,
-0.14518190920352936,
-0.3477088212966919,
0.14088895916938782,
0.36841094493865967,
-0.33070170879364014,
0.30692246556282043,
0.17778728902339935,
-0.6319694519042969,
-0.07433140277862549,
-0.05744785815477371,
0.015515899285674095,
-0.5267507433891296,
0.5367621183395386,
0.16992993652820587,
-0.2995558977127075,
-0.45423707365989685,
-0.1277393102645874,
0.37617895007133484,
-0.06522636860609055,
-0.2523239850997925,
-0.2605418860912323,
0.1556767374277115,
-0.19313696026802063,
-0.17496062815189362,
0.4343951642513275,
-0.2676992118358612,
-0.02332122065126896,
0.20156651735305786,
0.20783722400665283,
0.38398486375808716,
0.5250304341316223,
-0.40177175402641296,
0.47715282440185547,
0.06829028576612473,
-0.8416057229042053,
-0.08832679688930511,
0.01941930688917637,
0.2527961730957031,
-0.46346426010131836,
-0.2012808620929718,
-0.04948703572154045,
0.4884435832500458,
-0.06971374154090881,
-0.2627691924571991,
-0.18045386672019958,
-0.23862020671367645,
0.35267695784568787,
-0.04857872799038887,
0.27921926975250244,
-0.2457057535648346,
0.10523748397827148,
-0.1970977634191513,
0.37468981742858887,
-0.3920952379703522,
-0.042119115591049194,
0.20089001953601837,
0.9984355568885803,
0.05289490148425102,
0.09826888889074326,
0.30102330446243286,
-0.9093669652938843,
-0.027154162526130676,
0.0793839544057846,
0.0374307706952095,
0.5388995409011841,
-0.21531836688518524,
0.059581413865089417,
-0.3323251008987427,
0.4302699863910675,
0.558352530002594,
-0.05963771417737007,
-0.5195705890655518,
-0.4748360216617584,
0.7050971388816833,
-0.5452374815940857,
0.6750909090042114,
0.1726538985967636,
-0.33081763982772827,
-0.06871410459280014,
-0.11127907037734985,
0.17625215649604797,
-0.3327687978744507,
-0.7690111398696899,
-0.40837961435317993,
-0.28269174695014954,
-0.3492254614830017,
-0.2166111320257187,
0.13828374445438385,
0.6195405721664429,
-0.28678786754608154,
-0.3616863489151001,
0.07091086357831955,
-0.2691185474395752,
-0.41475987434387207,
-0.23926420509815216,
0.5004997849464417,
-0.08509261906147003,
0.17528636753559113,
0.08413863927125931,
-0.893267035484314,
-0.15236623585224152,
0.18410730361938477,
0.17404915392398834,
-0.23771816492080688,
-0.13639825582504272,
0.20882821083068848,
-0.014279855415225029,
-0.4447295069694519,
-0.239592045545578,
0.3703029751777649,
-0.5358954071998596,
-0.6797851920127869,
0.13228151202201843,
0.9984155297279358,
-0.17436844110488892,
-0.18023847043514252,
0.27435827255249023,
-0.2690337300300598,
0.21867425739765167,
-0.15350830554962158,
-0.6868808269500732,
-0.294711709022522,
-0.06730418652296066,
-0.11871758103370667,
-0.05229142680764198,
-0.08248858898878098,
0.6611278653144836,
-0.20170427858829498,
-0.18969032168388367,
-0.5602638125419617,
0.3325175642967224,
0.5496392250061035,
0.14654968678951263,
-0.4889942705631256,
-0.23472248017787933,
-0.6001240015029907,
0.10648634284734726,
0.39251795411109924,
-0.021166013553738594,
-0.540678083896637,
0.5074120759963989,
-0.21620118618011475,
0.3302646279335022,
0.17329047620296478,
0.16694959998130798,
0.7395039200782776,
0.2258957475423813,
-0.18205519020557404,
0.024608129635453224,
0.36041533946990967,
-0.0014580732677131891,
0.057965073734521866,
-0.719510555267334,
-0.37928396463394165,
-0.1853565126657486,
-0.3597867488861084,
0.2736370861530304,
-0.07991614192724228,
0.3554474711418152,
-0.00559408962726593,
0.14490915834903717,
0.042005449533462524,
-0.5394771695137024,
0.3416912257671356,
-0.6641433835029602,
-0.3640446662902832,
-0.12587490677833557,
0.15279294550418854,
0.4256839156150818,
0.10693719238042831,
-0.23459680378437042,
-0.3015251159667969,
-0.4015319347381592,
0.4244327247142792,
0.1579701453447342,
-0.6555187106132507,
0.3493101894855499,
0.1507774293422699,
0.4425346255302429,
0.17809875309467316,
-0.38472601771354675,
-0.053716402500867844,
0.3361583948135376,
0.034990739077329636,
0.38528966903686523,
0.3899036645889282,
-0.2963876724243164,
-0.010960167273879051,
0.5044062733650208,
0.04351313039660454,
0.9527012705802917,
0.35960835218429565,
0.071347177028656,
0.5665080547332764,
0.4180614650249481,
-0.34758517146110535,
-0.5461532473564148,
0.6700006723403931,
-0.10187147557735443,
-0.10872535407543182,
-0.09448154270648956,
0.3491665720939636,
0.20185334980487823,
0.5968688726425171,
-0.874614953994751,
0.213068887591362,
0.031143534928560257,
0.08393843472003937,
0.5065991282463074,
-0.3298698961734772,
-0.00858535896986723,
0.22702543437480927,
0.5844426155090332,
0.23687531054019928,
-0.42008036375045776,
0.010684170760214329,
-0.054225530475378036,
0.16933944821357727,
0.12881828844547272,
-0.06538781523704529,
-0.2878400683403015,
0.07837853580713272,
0.23642806708812714,
-0.03208678588271141,
-0.021853992715477943,
0.09544496983289719,
-0.11447179317474365,
-0.3372437059879303,
0.449817031621933,
-0.43540558218955994,
-0.06146784499287605,
0.33938512206077576,
0.5084961652755737,
0.48598673939704895,
-0.32772138714790344,
-0.530840277671814,
-0.23395676910877228,
0.3465648293495178,
0.6725173592567444,
0.060147132724523544,
0.04002191498875618,
0.0016576165799051523,
-0.4454246461391449,
0.20391198992729187,
-0.05621042847633362,
0.625848650932312,
0.06613471359014511,
-0.66158527135849,
0.11237179487943649,
0.5802551507949829,
-0.16090798377990723,
-0.3092239797115326,
0.37050890922546387,
0.09199147671461105,
0.1064261943101883,
-0.390544056892395,
-0.10896117985248566,
-0.43782320618629456,
0.3319877088069916,
-0.2026328146457672,
0.5228816270828247,
0.0860554501414299,
0.2854899764060974,
-0.5611431002616882,
-0.4562438428401947,
0.09099383652210236,
0.12874753773212433,
0.45086604356765747,
-1.0950429439544678,
1.4535590410232544,
0.7003719806671143,
0.4215719699859619,
0.4199434518814087,
0.1163298711180687,
0.15991295874118805,
0.6984930634498596,
-0.6312326788902283,
-0.21918220818042755,
-0.4795917570590973,
0.15480771660804749,
-0.5075286030769348,
0.31850090622901917,
0.7390480041503906,
-0.023228641599416733,
-0.17417527735233307,
-0.46964824199676514,
-0.04618755355477333,
0.14024536311626434,
0.6955017447471619,
-0.15928734838962555,
0.024769768118858337,
-0.4869091808795929,
-0.5607094168663025,
-0.29488056898117065,
0.8940340876579285,
-0.07865536957979202,
0.1585509330034256,
0.08521926403045654,
0.4406137764453888,
0.18490593135356903,
-0.2241787612438202,
0.3369159698486328,
0.05612392723560333,
0.19651426374912262,
-0.7377316951751709,
0.6709252595901489,
-0.4497625529766083,
0.03347063809633255,
0.2608707845211029,
0.33313611149787903,
0.29163652658462524,
-0.564788281917572,
-0.4522477984428406,
0.06289271265268326,
-0.48536449670791626,
0.5488279461860657,
-0.2048776000738144,
0.9107243418693542,
-0.02949119172990322,
0.02703814022243023,
-0.5308657884597778,
0.5900537967681885,
-0.08850058168172836,
-0.10011619329452515,
-0.25830626487731934,
-0.019800515845417976,
-0.4026205837726593,
0.43369635939598083,
0.11245198547840118,
-0.8276421427726746,
-0.5071102380752563,
0.02426028810441494
] |
Learning general functional dependencies between arbitra ry input and output spaces is one of the key challenges in computational intelligence. While recent progress in machine learning has mainly focused on designing flexible and powerful input representa tions, this paper addresses the complementary issue of designing classification algorithms that c an deal with more complex outputs, such as trees, sequences, or sets. More generally, we consider pr oblems involving multiple dependent output variables, structured output spaces, and classifica tion problems with class attributes. In order to accomplish this, we propose to appropriately generalize the well-known notion of a separation margin and derive a corresponding maximum-margin formulat ion. While this leads to a quadratic program with a potentially prohibitive, i.e. exponential, number of constraints, we present a cutting plane algorithm that solves the optimization problem i n polynomial time for a large class of problems. The proposed method has important applications i n areas such as computational biology, natural language processing, information retrieval/extr action, and optical character recognition. Experiments from various domains involving different types o f output spaces emphasize the breadth and generality of our approach. | [
0.0030656871385872364,
0.012891300022602081,
-0.007512710057199001,
0.01873154565691948,
-0.012226894497871399,
-0.012964722700417042,
0.009866729378700256,
0.01493627205491066,
-0.012850280851125717,
0.0030250148847699165,
-0.016761314123868942,
0.011318791657686234,
0.013424563221633434,
0.021908637136220932,
-0.0019784830510616302,
0.01062174141407013,
0.004485339391976595,
-0.011471784673631191,
0.00514485128223896,
-0.03254593908786774,
0.009901495650410652,
0.01757684163749218,
0.011005032807588577,
0.026704862713813782,
-0.017554979771375656,
0.025643503293395042,
0.013821283355355263,
0.024063829332590103,
-0.00855969451367855,
0.003656742861494422,
-0.005777123849838972,
-0.011821389198303223,
-0.008216305635869503,
0.022721361368894577,
0.003754300530999899,
-0.00021276436746120453,
0.00006637821206822991,
0.026677964255213737,
0.013786084949970245,
-0.0041395919397473335,
-0.006384866312146187,
-0.000538359978236258,
-0.003970751538872719,
-0.015200155787169933,
-0.0114158745855093,
0.013902023434638977,
-0.0023949218448251486,
0.00821603462100029,
-0.02250327356159687,
0.008513474836945534,
-0.012216329574584961,
-0.0197185929864645,
-0.004872963763773441,
0.0008947777096182108,
-0.006216137669980526,
-0.015612274408340454,
0.019885055720806122,
0.020134026184678078,
-0.001252942020073533,
-0.014983972534537315,
-0.025951815769076347,
0.050173476338386536,
-0.016639292240142822,
-0.011938879266381264,
-0.0015949869994074106,
-0.0669437125325203,
-0.011082887649536133,
0.013909675180912018,
-0.003934679552912712,
-0.0054720607586205006,
0.020746640861034393,
0.0035434006713330746,
-0.009220818988978863,
-0.02242431789636612,
0.014697294682264328,
0.020764082670211792,
0.01440400443971157,
0.006766326725482941,
0.008416402153670788,
-0.0035647095646709204,
-0.004477593582123518,
-0.003324020653963089,
0.014392206445336342,
0.014997074380517006,
-0.01631743460893631,
0.011916115880012512,
-0.0029267698992043734,
0.0049052974209189415,
0.0071677290834486485,
-0.013081075623631477,
0.002740696771070361,
0.0033192685805261135,
-0.022235848009586334,
0.014000605791807175,
0.012663070112466812,
0.014047123491764069,
-0.004962101578712463,
0.0038492856547236443,
0.0008132485672831535,
0.00491642951965332,
-0.004278690554201603,
0.01775665208697319,
0.022733313962817192,
0.0049325344152748585,
-0.001059291185811162,
0.01103340182453394,
0.008382238447666168,
0.003457987681031227,
-0.0311734639108181,
0.01187085546553135,
0.019831372424960136,
0.009801818057894707,
0.005569062195718288,
0.006917060352861881,
0.013298975303769112,
0.012588812038302422,
0.004393649287521839,
-0.0057564289309084415,
0.006080809980630875,
-0.00829298235476017,
0.004435751587152481,
-0.007312051951885223,
-0.011367336846888065,
0.018622254952788353,
0.013873418793082237,
0.007176159881055355,
-0.02204117178916931,
-0.013699095696210861,
-0.009281246922910213,
0.017862072214484215,
-0.014491812326014042,
0.005984906107187271,
-0.00833168439567089,
0.0005859383381903172,
0.0041610561311244965,
-0.0002504508011043072,
-0.008341223932802677,
-0.016726385802030563,
0.0020623025484383106,
-0.011907750740647316,
0.0004477129550650716,
0.004522968549281359,
-0.0000905690249055624,
0.01540984958410263,
0.022545838728547096,
-0.004425084218382835,
-0.0315064899623394,
0.007961980067193508,
0.009866560809314251,
0.004908544011414051,
0.0050813788548111916,
-0.0024054262321442366,
-0.005595370661467314,
-0.009049680083990097,
0.036118924617767334,
-0.008120886981487274,
-0.012411801144480705,
0.005864001344889402,
-0.009954040870070457,
0.0038040117360651493,
0.020863980054855347,
-0.020641405135393143,
0.024768410250544548,
0.01100238785147667,
0.008087330497801304,
0.01391569897532463,
-0.0016819157171994448,
0.005979384761303663,
-0.004940400831401348,
0.003131659235805273,
-0.00499301590025425,
0.020439544692635536,
0.003086431883275509,
0.011112981475889683,
-0.011896675452589989,
0.011854332871735096,
-0.008045153692364693,
0.007065507583320141,
-0.014354127459228039,
0.06711037456989288,
0.021672874689102173,
-0.01870815083384514,
-0.014227504841983318,
0.027750525623559952,
0.01856253668665886,
-0.0164801012724638,
0.0024297083728015423,
-0.005261331330984831,
0.0021505372133105993,
-0.0029026507399976254,
-0.004193437285721302,
-0.016911691054701805,
0.016358627006411552,
0.0001235302770510316,
-0.012185392901301384,
0.003260535653680563,
-0.004416663199663162,
-0.008232464082539082,
-0.007410973776131868,
-0.014673137106001377,
0.02691776677966118,
-0.008739154785871506,
0.006320331245660782,
-0.005722263362258673,
0.0016576913185417652,
0.01665462739765644,
0.015371608547866344,
-0.02181287109851837,
-0.017142586410045624,
0.014056029729545116,
0.010546721518039703,
-0.0020538445096462965,
-0.013112880289554596,
-0.011829987168312073,
0.013018361292779446,
0.022763609886169434,
0.017556585371494293,
-0.0021033864468336105,
0.025008542463183403,
-0.016002845019102097,
0.00584233645349741,
0.0024720164947211742,
0.021727541461586952,
-0.016140300780534744,
0.023951102048158646,
-0.010338992811739445,
-0.01403923612087965,
0.014380750246345997,
0.017758820205926895,
-0.006380327977240086,
0.010194380767643452,
-0.02610863372683525,
-0.008892955258488655,
-0.004891037009656429,
0.026687340810894966,
0.0028914446011185646,
0.01007629930973053,
-0.00306531460955739,
0.00494897086173296,
-0.010701999068260193,
-0.016022685915231705,
-0.0028800196014344692,
-0.005525500513613224,
-0.033710286021232605,
0.034389641135931015,
0.009983163326978683,
0.00034797098487615585,
-0.014106960035860538,
0.02749541401863098,
-0.012268691323697567,
0.000427064805990085,
0.02156944014132023,
-0.008728135377168655,
-0.005625448655337095,
-0.010931780561804771,
0.03598245233297348,
0.011892336420714855,
0.015474925749003887,
0.02386186271905899,
-0.0004263496957719326,
-0.00604246836155653,
0.004426793660968542,
-0.0017343530198559165,
0.006942087784409523,
-0.0046843355521559715,
0.025438573211431503,
0.017572399228811264,
0.00813168566673994,
-0.003137478604912758,
0.0007383483462035656,
0.0029597519896924496,
-0.010298587381839752,
0.005804440006613731,
-0.08083948493003845,
-0.009226188063621521,
0.0018414913211017847,
0.01306039746850729,
0.00897783599793911,
-0.01338198035955429,
0.0010708398185670376,
0.00941107515245676,
-0.016512012109160423,
0.007200497202575207,
0.001160026527941227,
-0.01669321395456791,
-0.010808758437633514,
-0.0015931344823911786,
0.019635135307908058,
-0.012996316887438297,
0.01226863730698824,
0.03201727941632271,
-0.00031708553433418274,
-0.016500744968652725,
0.022004347294569016,
-0.021287458017468452,
0.006401822902262211,
-0.0209741722792387,
0.0028183781541883945,
0.004939603619277477,
0.016747619956731796,
-0.006586096715182066,
0.0019011031836271286,
0.003985997289419174,
-0.006467158906161785,
-0.01727432757616043,
-0.017793718725442886,
-0.001077122986316681,
0.012216847389936447,
-0.023376893252134323,
-0.00371875474229455,
-0.017873341217637062,
-0.0009821353014558554,
0.0191632229834795,
0.0052457163110375404,
0.01691465638577938,
0.006094793789088726,
0.019121933728456497,
0.014433042146265507,
0.028356283903121948,
0.011711305007338524,
0.031596750020980835,
0.01930314674973488,
0.0024843220598995686,
0.048259392380714417,
-0.008930795826017857,
0.006654864177107811,
0.005961961578577757,
-0.00949399545788765,
-0.022889142856001854,
-0.009591439738869667,
-0.01105145551264286,
-0.016458917409181595,
-0.015989482402801514,
0.0010341578163206577,
-0.02215387485921383,
-0.010343923233449459,
0.015726808458566666,
-0.0006146554369479418,
-0.021868156269192696,
0.017858996987342834,
0.023166505619883537,
0.0073448061011731625,
-0.0032377135939896107,
0.05232729762792587,
-0.0009348582243546844,
0.011529648676514626,
0.004732535220682621,
-0.027210421860218048,
-0.012934796512126923,
-0.016065899282693863,
-0.014981993474066257,
-0.009023210033774376,
0.004884121473878622,
0.004006211645901203,
0.005185730755329132,
-0.009797991253435612,
-0.008854281157255173,
-0.019362177699804306,
0.005841895006597042,
0.0021347361616790295,
0.009974325075745583,
0.005938025191426277,
-0.010816877707839012,
0.0037932791747152805,
0.000485515920445323,
-0.009777627885341644,
0.005752066615968943,
0.021577659994363785,
-0.017253631725907326,
0.01548530999571085,
-0.010204680263996124,
-0.003935405984520912,
0.009215583093464375,
-0.001458347775042057,
0.011458387598395348,
-0.04142821580171585,
-0.015175016596913338,
0.018098797649145126,
0.0063751693814992905,
-0.005193211603909731,
-0.00608624704182148,
-0.018902059644460678,
-0.004211046267300844,
0.004241644404828548,
-0.0017923975829035044,
-0.01076386496424675,
0.004097281955182552,
0.005755036137998104,
-0.00884423777461052,
-0.015468690544366837,
0.01177825964987278,
0.07226211577653885,
0.0020155119709670544,
0.00008458259981125593,
0.0009204473462887108,
0.0018745183479040861,
-0.015939347445964813,
-0.023984890431165695,
0.013891791924834251,
-0.0000025941990315914154,
-0.024607550352811813,
0.011815108358860016,
0.01707201451063156,
-0.006633523851633072,
-0.017391525208950043,
-0.024912405759096146,
-0.004873734898865223,
0.007480737753212452,
0.03845641762018204,
0.01906891167163849,
-0.004114806652069092,
0.00048445723950862885,
-0.008669029921293259,
0.0046129124239087105,
0.0016130302101373672,
-0.022623959928750992,
-0.05458352714776993,
0.0181469414383173,
-0.012940293177962303,
0.005546512547880411,
0.00425510061904788,
0.009584598243236542,
0.001731006894260645,
-0.005493032746016979,
-0.0015256660990417004,
0.007074223831295967,
0.03222719207406044,
0.004223714582622051,
-0.0206916444003582,
-0.0012644962407648563,
0.00833266694098711,
0.029316484928131104,
-0.015615096315741539,
0.010881196707487106,
0.013303171843290329,
-0.011296817101538181,
0.008167659863829613,
-0.0059795500710606575,
-0.006877593696117401,
0.008649230934679508,
0.011818593367934227,
-0.007818707264959812,
0.011379104107618332,
0.012966245412826538,
0.01414390467107296,
-0.0004734182730317116,
0.006279701367020607,
0.006258613429963589,
-0.010962449014186859,
-0.007010218687355518,
0.008606960996985435,
0.0084131034091115,
-0.03254716098308563,
-0.009151129983365536,
-0.011773989535868168,
0.009328089654445648,
-0.01789001375436783,
-0.004984693601727486,
-0.020965557545423508,
0.0361633226275444,
0.021334955468773842,
-0.005102919414639473,
-0.019421247765421867,
-0.03949568420648575,
-0.022966794669628143,
0.03169449418783188,
-0.027956955134868622,
0.007152569480240345,
-0.03028971701860428,
-0.0025557796470820904,
-0.024131298065185547,
-0.01005331240594387,
-0.01165838073939085,
-0.005314121954143047,
0.007399978116154671,
0.02087085321545601,
-0.015271540731191635,
-0.026159757748246193,
-0.0745730996131897,
0.0006282309768721461,
-0.0020241905003786087,
-0.008678624406456947,
0.0017206193879246712,
0.032764945179224014,
-0.002751838183030486,
-0.02114907093346119,
0.019980281591415405,
-0.005133167840540409,
0.012673154473304749,
0.00014723255299031734,
-0.036489155143499374,
0.011071931570768356,
0.010482827201485634,
0.011794241145253181,
-0.00330294668674469,
-0.0036162715405225754,
-0.0038168071769177914,
0.005358240567147732,
-0.014965726062655449,
0.003360566683113575,
0.005454043857753277,
-0.009438155218958855,
-0.017071403563022614,
-0.08147178590297699,
0.006338798440992832,
-0.006686594802886248,
0.004566852934658527,
-0.013279791921377182,
-0.0019151745364069939,
0.0029692831449210644,
-0.008413033559918404,
0.0032868608832359314,
-0.013657251372933388,
-0.005971300881356001,
-0.015138819813728333,
0.015348577871918678,
-0.005464376416057348,
-0.010489314794540405,
-0.0009061536402441561,
-0.005780933424830437,
-0.024456586688756943,
-0.0032903584651649,
-0.012236754409968853,
-0.021858306601643562,
-0.013666772283613682,
-0.009862201288342476,
0.0018037258414551616,
-0.011303812265396118,
-0.02724805846810341,
-0.018082262948155403,
0.008556190878152847,
-0.010927718132734299,
-0.004318775609135628,
0.012967958115041256,
0.012137415818870068,
-0.0067435503005981445,
-0.014791498892009258,
0.012175939977169037,
-0.011235477402806282,
-0.019127532839775085,
-0.010160678997635841,
0.0038086986169219017,
-0.00835958682000637,
-0.004872522316873074,
-0.004673110321164131,
0.019813789054751396,
0.006669702474027872,
-0.03356218338012695,
0.0040861438028514385,
0.0027375412173569202,
-0.011009667068719864,
0.0036241794005036354,
-0.0219685360789299,
0.007574738934636116,
0.024361908435821533,
0.01508389413356781,
0.0197502039372921,
0.005035636946558952,
0.02098117396235466,
-0.004348598886281252,
0.0034962259232997894,
0.0210658460855484,
0.011970770545303822,
0.0022313017398118973,
0.018455948680639267,
-0.008577995002269745,
0.0719461664557457,
-0.014682749286293983,
0.010344729758799076,
-0.011360337026417255,
0.00270987581461668,
0.0002704261860344559,
0.015030737966299057,
0.004068402573466301,
0.0061816200613975525,
-0.010819844901561737,
-0.01518411748111248,
-0.0114198699593544,
0.025764593854546547,
0.011481508612632751,
0.042539067566394806,
-0.030101332813501358,
0.014518925920128822,
-0.004574203863739967,
-0.012272216379642487,
0.009876837022602558,
-0.001788605935871601,
0.02018374390900135,
-0.026597514748573303,
-0.004624947905540466,
0.005539342761039734,
0.005705934017896652,
-0.0060155089013278484,
-0.0021964814513921738,
0.0017336634919047356,
-0.021920762956142426,
-0.029364285990595818,
0.02226800099015236,
0.003472688375040889,
0.02197255752980709,
0.023228079080581665,
-0.0025005973875522614,
0.007290926296263933,
-0.00391788687556982,
-0.017092294991016388,
0.010910706594586372,
-0.02044335938990116,
0.00281077204272151,
-0.00004785426426678896,
0.004315829370170832,
0.01012362726032734,
-0.012269053608179092,
0.03733684867620468,
0.0006723147816956043,
0.0013962439261376858,
0.024342328310012817,
-0.0016127494163811207,
-0.005657079629600048,
0.011499904096126556,
-0.002384076826274395,
0.008507980965077877,
0.007219783496111631,
-0.03680775687098503,
0.012354450300335884,
-0.026025623083114624,
-0.005170307122170925,
-0.010522330179810524,
-0.009110204875469208,
0.0018050337675958872,
0.003965281881392002,
-0.015474448911845684,
-0.005939344875514507,
-0.0014368073316290975,
-0.015579854138195515,
-0.000746185309253633,
0.015613153576850891,
0.0012379474937915802,
-0.0009884543251246214,
0.0027940282598137856,
0.005087766330689192,
0.006775727495551109,
-0.005985415540635586,
0.010103382170200348,
-0.011563019827008247,
0.011116690933704376,
0.005814233794808388,
-0.009056130424141884,
0.004082239232957363,
0.01083966251462698,
-0.027150750160217285,
0.003772895783185959,
-0.015970369800925255,
0.0010150540620088577,
0.0024286042898893356,
-0.0060625867918133736,
0.013072773814201355,
0.037482425570487976,
-0.0004945725668221712,
0.0031652385368943214,
-0.0015239743515849113,
0.003885401878505945,
0.03373255953192711,
-0.019123729318380356,
0.010024107992649078,
-0.0007885696832090616,
0.024259939789772034,
0.014387779869139194,
0.04029746726155281,
0.009130659513175488,
0.0019423763733357191,
-0.012022522278130054,
-0.005606768187135458,
0.003446802031248808,
0.008763746358454227,
0.005594349466264248,
0.009549347683787346,
0.0269332192838192,
-0.026421887800097466,
-0.007110447622835636,
-0.011584781110286713,
0.0123228644952178,
-0.0038893348537385464,
-0.009541107341647148,
0.00276955240406096,
-0.0006575724110007286,
-0.00808179471641779,
-0.018479160964488983,
0.004738977178931236,
0.023009488359093666,
0.03640875965356827,
0.02076473832130432,
-0.00917372852563858,
-0.010279746726155281,
0.004176710732281208,
-0.012057095766067505,
0.003828435204923153,
0.009070334024727345,
-0.01298799179494381,
0.012258607894182205,
0.02400941401720047,
0.02946394681930542,
-0.032393474131822586,
-0.0074932388961315155,
-0.0004854886792600155,
-0.006724200211465359,
0.021439310163259506,
0.005906861275434494,
-0.007209700532257557,
-0.0005565044120885432,
0.027927273884415627,
0.008843396790325642,
0.0009675309993326664,
0.010825681500136852,
0.004155104514211416,
0.014791945926845074,
0.003508303314447403,
-0.007819900289177895,
-0.0046706609427928925,
-0.025891929864883423,
-0.005990929435938597,
-0.008101310580968857,
0.010101333260536194,
0.00010808184742927551,
-0.03455916792154312,
-0.024775633588433266,
0.004046685062348843,
-0.005275980103760958,
0.00019182264804840088,
-0.02017851360142231,
0.028490878641605377,
-0.017044348642230034,
0.021643182262778282,
0.003951975144445896,
-0.006165448576211929,
-0.026638677343726158,
-0.0021821362897753716,
-0.033187948167324066,
-0.013436309061944485,
-0.00018609454855322838,
0.020922431722283363,
-0.012801599688827991,
-0.006465882994234562,
-0.014810764230787754,
0.011937656439840794,
-0.033848877996206284,
0.005549798719584942,
0.015657957643270493,
-0.017952747642993927,
0.004102740902453661,
-0.008586149662733078,
0.01148654893040657,
-0.010152320377528667,
-0.006865332834422588,
-0.004720544908195734,
-0.008633021265268326,
0.003661284688860178,
0.006826020311564207,
-0.009448351338505745,
-0.028911637142300606,
-0.007892793044447899,
0.008214712142944336,
-0.02626512572169304,
-0.01295403577387333,
0.014508001506328583,
0.020296847447752953,
-0.007378056645393372,
-0.009336437098681927,
-0.016075555235147476
] | [
-0.31338322162628174,
-0.13638342916965485,
0.1906435787677765,
0.3808748424053192,
-0.008655447512865067,
0.3096507787704468,
0.030426805838942528,
-0.5000328421592712,
-0.1003502681851387,
-0.5243785977363586,
-0.1449129581451416,
0.5541427135467529,
-0.35571470856666565,
0.07488099485635757,
0.12401951849460602,
0.6533815860748291,
0.3194967210292816,
0.10192831605672836,
-0.14035896956920624,
-0.6461467146873474,
-0.18133452534675598,
0.22377975285053253,
-0.1367211788892746,
-0.2788640260696411,
0.28638845682144165,
0.142305389046669,
0.24008683860301971,
0.5317366123199463,
-0.3365122377872467,
0.03321811929345131,
-0.1203005313873291,
0.3123921751976013,
-0.3254510164260864,
-0.032520171254873276,
-0.013778605498373508,
0.19338378310203552,
-0.019859811291098595,
-0.06532884389162064,
-0.11519364267587662,
-0.4061454236507416,
0.45979002118110657,
0.17420309782028198,
-0.3242186903953552,
0.3504837155342102,
-0.41459959745407104,
-0.8358365297317505,
-1.284873127937317,
-0.17741625010967255,
-0.12891903519630432,
-0.4761142432689667,
-0.32693374156951904,
0.41067683696746826,
0.2641371786594391,
0.408847451210022,
-0.3893275260925293,
0.16825945675373077,
-0.09726040065288544,
-0.6677939295768738,
0.5799177289009094,
-0.4559289813041687,
0.30707380175590515,
0.47959601879119873,
-0.03902421146631241,
0.1139310672879219,
-0.19935691356658936,
0.5247545838356018,
-0.07421412318944931,
-0.6152456402778625,
-0.7925547957420349,
-0.4785447418689728,
0.10558930784463882,
-0.27249377965927124,
-0.45235034823417664,
0.2457120269536972,
-0.47577306628227234,
-0.012158636935055256,
0.10118098556995392,
-0.10222634673118591,
0.019734732806682587,
-0.10612767934799194,
-0.09582192450761795,
0.24616393446922302,
0.5232104063034058,
-0.25464802980422974,
1.0405443906784058,
0.42746701836586,
-0.3231482207775116,
0.5167014002799988,
-0.34194180369377136,
0.009882023558020592,
0.17168653011322021,
-0.5144395232200623,
-0.29749903082847595,
0.3357861042022705,
0.39646780490875244,
0.2389661818742752,
0.47697359323501587,
-0.11731474846601486,
0.2783963680267334,
0.19714847207069397,
-0.4384421408176422,
-0.21904444694519043,
0.036736924201250076,
0.0016941721551120281,
-0.17966699600219727,
-0.45408791303634644,
-0.14547936618328094,
-0.39437589049339294,
-0.4839785695075989,
0.19353491067886353,
-0.7580649852752686,
0.30638188123703003,
-0.14774678647518158,
-0.018430614843964577,
-0.22728809714317322,
-0.20986738801002502,
0.3377947211265564,
0.5083680748939514,
-0.08368472754955292,
0.6462937593460083,
-0.33327823877334595,
0.9119269251823425,
0.3439003825187683,
0.681065559387207,
0.1520516723394394,
0.07665392756462097,
0.3062710165977478,
0.901823103427887,
-0.2776843011379242,
0.024145163595676422,
0.462072491645813,
0.8155112266540527,
0.28001776337623596,
0.009898857213556767,
-0.39755353331565857,
-0.22416777908802032,
-0.15415112674236298,
-0.07538362592458725,
-0.279796838760376,
-0.05082167312502861,
-0.5243790745735168,
-0.5654786229133606,
-0.12635888159275055,
0.12794695794582367,
0.05044454336166382,
-0.48177993297576904,
0.0715206190943718,
-0.07731696963310242,
-0.07606810331344604,
0.04254774749279022,
-0.16942662000656128,
0.08593504130840302,
-0.667718231678009,
0.11678110063076019,
-0.3530864119529724,
0.2609688341617584,
-0.16253617405891418,
0.09479156881570816,
-0.4541406035423279,
0.2915083169937134,
-0.07655785977840424,
0.3903725743293762,
-0.7467753291130066,
-0.2893694341182709,
0.39771920442581177,
-0.6289573907852173,
0.39581960439682007,
0.3080410361289978,
0.0763399675488472,
0.3189409673213959,
-0.5261483192443848,
-0.058084845542907715,
0.006451856344938278,
-0.7511053681373596,
-0.46622374653816223,
0.09712640196084976,
0.18171484768390656,
-0.0256669744849205,
0.5034977197647095,
-0.13440676033496857,
-0.49352216720581055,
-0.020688945427536964,
0.05560159310698509,
-0.4353885054588318,
0.14969970285892487,
0.45171767473220825,
0.3078768849372864,
-0.5085671544075012,
-0.12130100280046463,
-0.19056883454322815,
-0.004946164786815643,
0.07147514820098877,
0.38025426864624023,
-1.1624696254730225,
1.375203013420105,
0.29991671442985535,
-0.40607959032058716,
1.1783366203308105,
-0.15849652886390686,
0.4165671765804291,
-0.1945277452468872,
-0.2424604892730713,
0.36826589703559875,
-0.023240959271788597,
-0.5961794257164001,
0.47669145464897156,
-0.16582545638084412,
-0.007573310751467943,
-0.7558748126029968,
0.4122796058654785,
0.3404850959777832,
0.1925065517425537,
-0.027697084471583366,
-0.33744344115257263,
0.21471165120601654,
-0.08239985257387161,
-0.33087262511253357,
0.15379245579242706,
0.12409680336713791,
0.04222257807850838,
0.6756798028945923,
-0.4943811595439911,
0.4586465060710907,
0.7219703793525696,
-0.054822374135255814,
0.3726568818092346,
0.5896582007408142,
0.6151021718978882,
0.9478611350059509,
-0.5769451856613159,
-0.24288275837898254,
-0.044406015425920486,
0.47624802589416504,
-0.4586629867553711,
-0.31261301040649414,
0.11748334020376205,
0.16493505239486694,
-0.2538168728351593,
0.304313600063324,
-0.016834301874041557,
-0.4722585678100586,
-0.025764502584934235,
-0.05500717833638191,
0.34507477283477783,
0.23141983151435852,
-0.3359493017196655,
-0.5326009392738342,
0.5489113926887512,
-0.2076481580734253,
-0.11362722516059875,
0.03219355270266533,
0.32330939173698425,
0.20847733318805695,
-0.6227240562438965,
-0.24038203060626984,
0.0809411033987999,
-0.28926268219947815,
-0.4877203106880188,
0.0681641474366188,
0.1239171251654625,
-0.18601378798484802,
0.13483142852783203,
0.28874894976615906,
-0.11221436411142349,
-0.06187767535448074,
-0.3926815092563629,
-0.8193822503089905,
-0.37749651074409485,
0.6130045652389526,
0.4116925299167633,
0.1851474493741989,
-0.44618117809295654,
-0.1911219209432602,
-0.09516298770904541,
0.17346525192260742,
-0.5125151872634888,
0.2469569742679596,
0.07864009588956833,
-0.9869039058685303,
-0.5771628022193909,
-0.12190986424684525,
0.21098622679710388,
0.8311240673065186,
-0.02825748175382614,
-0.4480016529560089,
-0.3178001940250397,
-0.04920630902051926,
-0.32121503353118896,
-0.23907236754894257,
-0.1550126075744629,
0.06671741604804993,
0.4722626805305481,
-0.442197322845459,
-0.3988150954246521,
0.6023520827293396,
0.79111647605896,
0.1398121416568756,
0.169533371925354,
0.7320795655250549,
-0.3320659399032593,
-0.24255035817623138,
0.18621084094047546,
-0.18097808957099915,
-0.02109059877693653,
0.15100723505020142,
-0.48427629470825195,
-0.4009339213371277,
0.3320716917514801,
-5.979175567626953,
-0.05875558406114578,
0.03398212045431137,
0.4068905711174011,
-0.41643357276916504,
-0.03765338286757469,
1.2064603567123413,
-0.005021123215556145,
-0.09246151149272919,
-0.3308979868888855,
-0.16017895936965942,
0.09198140352964401,
-0.25588908791542053,
0.5040293335914612,
0.40703776478767395,
0.29795050621032715,
0.3264472484588623,
0.004967095330357552,
0.09663335233926773,
0.10747683048248291,
-0.050790537148714066,
-0.17567984759807587,
-0.32343101501464844,
0.3348448574542999,
0.45153799653053284,
0.15864454209804535,
-0.8628222942352295,
0.37425634264945984,
-0.23784758150577545,
0.12068866938352585,
-0.12381947785615921,
-0.2982148230075836,
-0.540946900844574,
-0.5046689510345459,
0.5668473839759827,
0.43298467993736267,
0.5417368412017822,
-0.07255014777183533,
0.40205228328704834,
-0.26269686222076416,
0.4698379933834076,
0.8156819939613342,
0.2741623818874359,
-0.08273091912269592,
-0.10013622790575027,
-0.3276318907737732,
-0.15690109133720398,
-0.046234406530857086,
-0.2467392385005951,
0.5230669379234314,
-0.38960695266723633,
0.07456216961145401,
0.04320669174194336,
0.06257655471563339,
0.36440786719322205,
-0.488577663898468,
0.2814318835735321,
-0.10880767554044724,
-0.5238022208213806,
0.5341622829437256,
0.4324723780155182,
-0.5026823282241821,
0.33789315819740295,
-0.9500213265419006,
-0.44458678364753723,
0.2057647556066513,
-0.7120958566665649,
-0.6200263500213623,
0.05517815425992012,
0.16895033419132233,
-0.4785417914390564,
0.22425387799739838,
0.0057641128078103065,
-0.3664954900741577,
0.5033010244369507,
-0.09189259260892868,
0.08387039601802826,
0.1501634418964386,
0.48708412051200867,
0.21578721702098846,
-0.03201606124639511,
-0.843899130821228,
-0.08626595884561539,
-0.021029433235526085,
-0.26722073554992676,
-0.4719662070274353,
-0.0882938951253891,
-0.08325972408056259,
-0.6172716021537781,
0.10595162212848663,
0.47458961606025696,
-0.03757036104798317,
0.4414081275463104,
0.4590959846973419,
0.26010721921920776,
0.41809532046318054,
0.6891083717346191,
0.23347187042236328,
0.08855394273996353,
-0.038284286856651306,
0.7609086632728577,
-0.21069152653217316,
-0.2665005028247833,
-0.6039494872093201,
0.3371751010417938,
0.25745534896850586,
-0.4475884735584259,
0.27862080931663513,
0.8573865294456482,
-0.46434855461120605,
-0.0328383594751358,
-0.08735854923725128,
-0.4071044325828552,
-0.08044843375682831,
0.12805217504501343,
0.07469841837882996,
-0.36493775248527527,
-0.2200707495212555,
0.12625712156295776,
-0.33959126472473145,
-0.02254512719810009,
-0.12608374655246735,
0.10860556364059448,
0.3960276246070862,
-0.07744276523590088,
-0.6034311652183533,
0.4998047351837158,
0.5803757905960083,
-0.38087761402130127,
-0.11938026547431946,
0.06985824555158615,
0.2995126247406006,
-0.44540223479270935,
-0.24355436861515045,
0.21814091503620148,
-0.6262741088867188,
0.27184271812438965,
0.30411288142204285,
0.23669205605983734,
-0.27383995056152344,
0.4707854986190796,
-0.06019261106848717,
0.12946251034736633,
-0.25050288438796997,
-0.1997208148241043,
0.1667298525571823,
-0.2289361208677292,
-0.000019830569726764224,
-0.2702626883983612,
-0.06509523093700409,
-0.2240617722272873,
-0.5139360427856445,
0.3552693724632263,
-0.2262573540210724,
0.3715582489967346,
-0.08844715356826782,
0.22171562910079956,
0.07923562079668045,
0.5906265377998352,
-0.5566681027412415,
0.3031996190547943,
0.11414459347724915,
-1.2033991813659668,
-0.21437957882881165,
0.15937526524066925,
-0.1977241337299347,
-0.6493571996688843,
-0.11621095985174179,
0.02483491785824299,
0.13448505103588104,
0.1404753476381302,
-0.6484266519546509,
-0.1302308887243271,
-0.6757859587669373,
-0.015886863693594933,
-0.06564126908779144,
0.13493789732456207,
-0.1130952313542366,
-0.3207997977733612,
-0.11680012196302414,
0.23764942586421967,
-0.41099557280540466,
0.015593411400914192,
0.5364985466003418,
0.5013589859008789,
-0.2610972225666046,
0.26826003193855286,
0.3095138967037201,
-0.6243243217468262,
-0.29506197571754456,
-0.05939934030175209,
0.2142440229654312,
0.3005421757698059,
-0.19152335822582245,
0.16332203149795532,
-0.1683976799249649,
0.38832926750183105,
0.6570143103599548,
-0.4345071017742157,
-0.028334835544228554,
-0.25281649827957153,
0.4989161491394043,
-0.17498746514320374,
0.3112623691558838,
0.3449479341506958,
-0.17781291902065277,
0.11700533330440521,
-0.05529807135462761,
-0.09104309231042862,
-0.07408374547958374,
-0.5735746622085571,
-0.23771344125270844,
-0.24116894602775574,
-0.15019814670085907,
-0.4254611134529114,
-0.33176207542419434,
0.5021235942840576,
0.15598444640636444,
-0.5371295213699341,
0.18030358850955963,
0.2934208810329437,
-0.5559202432632446,
-0.2813970446586609,
0.07497711479663849,
-0.2792683243751526,
0.3670801818370819,
0.06828198581933975,
-0.5736520886421204,
-0.02684909850358963,
0.3002466559410095,
0.002524889539927244,
-0.355244517326355,
0.29526105523109436,
0.4669274091720581,
-0.3064934313297272,
-0.2613864243030548,
-0.9625523686408997,
0.49788716435432434,
-0.2587912678718567,
-0.5962475538253784,
0.18758952617645264,
0.6957119107246399,
-0.20906582474708557,
-0.13025785982608795,
0.12483061850070953,
0.25781524181365967,
0.14480844140052795,
-0.2151954472064972,
-0.48141154646873474,
-0.12141787260770798,
0.32110756635665894,
0.05994473397731781,
0.23382776975631714,
0.3307948708534241,
0.6396570205688477,
0.15975844860076904,
-0.24691294133663177,
-0.44863808155059814,
0.1795760542154312,
0.8339914083480835,
-0.005882833153009415,
-0.448771595954895,
-0.6342184543609619,
-0.4414637088775635,
0.013690085150301456,
0.21168385446071625,
-0.2339514195919037,
-0.3511565327644348,
0.19140663743019104,
-0.3001716136932373,
0.002517775632441044,
-0.30851510167121887,
0.28131750226020813,
0.5968791246414185,
0.36491549015045166,
-0.34157493710517883,
-0.05986824631690979,
0.4284842312335968,
-0.4839136600494385,
0.13818807899951935,
-0.31811556220054626,
-0.45444372296333313,
0.06139500439167023,
-0.4913175106048584,
0.08712618052959442,
-0.0067124562337994576,
0.31353551149368286,
0.023159503936767578,
0.20223046839237213,
0.1319030225276947,
-0.43579617142677307,
0.31189054250717163,
-0.7259507179260254,
-0.13245506584644318,
-0.12837965786457062,
-0.13380494713783264,
0.5351112484931946,
0.2410619854927063,
0.03861326724290848,
-0.18511433899402618,
-0.23244738578796387,
0.15691561996936798,
0.3805711567401886,
-0.6093029379844666,
0.4550458490848541,
0.4180554449558258,
0.22904324531555176,
0.39632663130760193,
-0.3064703345298767,
0.15565723180770874,
0.16747836768627167,
0.3183683156967163,
0.27303439378738403,
0.3897973895072937,
-0.1693924069404602,
-0.05217771977186203,
0.3904210925102234,
-0.4801104664802551,
0.7483331561088562,
0.5704178214073181,
-0.09465004503726959,
0.1523168385028839,
0.7241433262825012,
-0.3438025712966919,
-0.6903442740440369,
0.3813098073005676,
-0.20598973333835602,
0.3887018859386444,
-0.06208410859107971,
0.28330501914024353,
0.34640976786613464,
0.8259140849113464,
-0.35046088695526123,
0.13572730123996735,
-0.004308280535042286,
-0.07040318846702576,
0.5202947854995728,
-0.4282706379890442,
0.18256475031375885,
0.13584086298942566,
1.0004167556762695,
0.19595415890216827,
-0.030431438237428665,
0.02848925068974495,
-0.1371111422777176,
0.2125878632068634,
0.7816801071166992,
0.25146985054016113,
-0.5948984026908875,
0.3936666250228882,
0.1696011871099472,
0.02627774514257908,
0.3064216077327728,
-0.05623846873641014,
0.06278643012046814,
-0.29276517033576965,
0.4754636287689209,
-0.32279127836227417,
-0.4652984142303467,
0.25036317110061646,
0.24275371432304382,
0.6477617025375366,
-0.11702606827020645,
-0.390797883272171,
-0.695605456829071,
0.14854682981967926,
0.9914239048957825,
0.24936936795711517,
0.38583627343177795,
-0.005141585599631071,
-0.0816083699464798,
0.32619816064834595,
-0.3116159737110138,
0.6877591013908386,
-0.12450416386127472,
-0.911769688129425,
0.28271085023880005,
0.2997741997241974,
-0.016451187431812286,
-0.038010139018297195,
0.5553275942802429,
0.2892630994319916,
0.20721325278282166,
-0.47381356358528137,
0.144564688205719,
-0.3483494222164154,
0.01932510733604431,
-0.07858512550592422,
-0.08043625950813293,
-0.01110936515033245,
-0.13879677653312683,
-0.7101939916610718,
-0.1253584921360016,
0.3404938876628876,
0.152094766497612,
0.13386154174804688,
-0.7825082540512085,
0.8036503791809082,
0.5946047902107239,
-0.0318240262567997,
0.07998793572187424,
-0.20853263139724731,
0.16045324504375458,
0.3870176374912262,
-0.46187934279441833,
-0.15076856315135956,
-0.584473192691803,
-0.017850877717137337,
-0.4322432279586792,
-0.09707970917224884,
0.477364182472229,
0.21563488245010376,
-0.2002565711736679,
0.18383345007896423,
0.09227009117603302,
-0.2989235818386078,
0.17237676680088043,
0.01243733149021864,
-0.060066141188144684,
-0.43147799372673035,
-0.1930461823940277,
-0.24362805485725403,
0.7936273813247681,
-0.2694721519947052,
0.47568970918655396,
-0.2791878879070282,
-0.2069326490163803,
0.2796667516231537,
-0.05740448087453842,
0.29496434330940247,
-0.02613866701722145,
-0.14301984012126923,
-0.4333737790584564,
0.9047945737838745,
0.02242416888475418,
-0.21439464390277863,
0.015197672881186008,
0.26459822058677673,
0.32411280274391174,
-0.5141250491142273,
-0.37411072850227356,
-0.11119785159826279,
-0.048961568623781204,
0.42948272824287415,
-0.24473989009857178,
0.6633163094520569,
-0.4249104857444763,
-0.10030945390462875,
-0.4727848768234253,
0.13994231820106506,
0.336168497800827,
-0.16955219209194183,
-0.17105607688426971,
-0.015861637890338898,
-0.6442432999610901,
-0.008832821622490883,
-0.22095218300819397,
-0.18240360915660858,
-0.44925060868263245,
0.16325774788856506
] |
Kernel-based learning algorithms work by embedding the data into a Euclidean space, and then searching for linear relations among the embedded data points. The embedding is performed implicitly, by specifying the inner products between each pair of points in the embedding space. This information is contained in the so-called kernel matrix, a symmetric and positive definite matrix that encodes the relative positions of all points. Specifying this matrix amounts to specifying the geometry of the embedding space and inducing a notion of similarity in the input space—classical model selection problems in machine learning. In this paper we show how the kernel matrix can be learned from data via semi-definite programming (SDP) techniques. When applied to a kernel matrix associated with both training and test data this gives a powerful transductive algorithm— using the labelled part of the data one can learn an embedding also for the unlabelled part. The similarity between test points is inferred from training points and their labels. Importantly, these learning problems are convex, so we obtain a method for learning both the model class and the function without local minima. Furthermore, this approach leads directly to a convex method to learn the 2-norm soft margin parameter in support vector machines, solving another important open problem. Finally, the novel approach presented in the paper is supported by positive empirical results. | [
-0.00274834968149662,
0.011406086385250092,
-0.008908988907933235,
0.018017379567027092,
-0.003607391845434904,
-0.000025990186259150505,
0.009032830595970154,
-0.014304080978035927,
-0.009052762761712074,
0.023317091166973114,
-0.011303381994366646,
0.012494686990976334,
0.0017468624282628298,
0.01036454550921917,
0.018165966495871544,
0.004696056712418795,
0.006580148823559284,
0.019459344446659088,
0.004742025397717953,
-0.004621895030140877,
-0.005969465710222721,
0.008250076323747635,
0.010270433500409126,
0.012165714055299759,
-0.00003721867688000202,
0.0011020415695384145,
0.010982848703861237,
0.001118140877224505,
-0.00573701411485672,
-0.01262359693646431,
0.004626640118658543,
-0.01612010784447193,
-0.01450501661747694,
0.0075157443061470985,
0.0044599734246730804,
-0.01765740104019642,
-0.005524670705199242,
0.023895572870969772,
-0.007934793829917908,
-0.003379733068868518,
0.006971785798668861,
-0.006424384657293558,
0.0033530378714203835,
0.008036283776164055,
-0.008853050880134106,
-0.011330042034387589,
-0.0010682764695957303,
-0.009220640175044537,
-0.015949489548802376,
-0.00028783793095499277,
-0.022697951644659042,
-0.008447913452982903,
-0.006312433630228043,
0.008344930596649647,
-0.006471831351518631,
-0.016261473298072815,
0.016512930393218994,
0.0028462279587984085,
-0.02262837067246437,
-0.000011893454939126968,
-0.02117791771888733,
0.035708799958229065,
0.010152112692594528,
-0.010445678606629372,
-0.02468988671898842,
-0.06714682281017303,
0.01630222797393799,
-0.019291365519165993,
-0.0045129358768463135,
0.008144373074173927,
-0.0030147091019898653,
0.0036066395696252584,
0.0064637986943125725,
0.003629253478720784,
0.027362994849681854,
0.00901610217988491,
-0.015697021037340164,
0.02873692475259304,
0.00948561355471611,
-0.01153402216732502,
0.0023811780847609043,
0.022576062008738518,
-0.00791596993803978,
-0.003157948376610875,
0.015545942820608616,
-0.01198083907365799,
-0.012070994824171066,
-0.013677459210157394,
-0.003397783264517784,
-0.00019090133719146252,
-0.009859953075647354,
0.011425935663282871,
-0.011604533530771732,
0.005003762431442738,
-0.015723995864391327,
0.0151958167552948,
0.0011446841526776552,
0.0006222515366971493,
0.008344510570168495,
0.007708071731030941,
-0.014192372560501099,
0.023917296901345253,
0.016753237694501877,
-0.026648567989468575,
-0.004097865894436836,
0.013653334230184555,
0.014907022938132286,
-0.02442805841565132,
-0.02274904027581215,
0.0038507357239723206,
0.03125746175646782,
-0.0021817097440361977,
-0.011715613305568695,
-0.02171226218342781,
-0.012440365739166737,
-0.01807940937578678,
-0.003759897779673338,
0.012603171169757843,
0.011261620558798313,
-0.011621495708823204,
0.01502949371933937,
-0.004689091816544533,
0.009461013600230217,
-0.028577934950590134,
0.005347517319023609,
-0.023946847766637802,
0.012682013213634491,
-0.011098120361566544,
0.009391852654516697,
-0.01639043167233467,
-0.011652858927845955,
0.014505723491311073,
0.02993510477244854,
-0.019352562725543976,
0.007935084402561188,
0.0007711655925959349,
-0.005641291383653879,
-0.003459738567471504,
-0.008161501958966255,
-0.015860818326473236,
0.0146673284471035,
0.007281270809471607,
-0.0011165858013555408,
0.01522764004766941,
0.008488309569656849,
-0.007344367913901806,
-0.006825705990195274,
0.01263587735593319,
-0.02641844004392624,
-0.026584679260849953,
0.011076532304286957,
-0.002316339872777462,
-0.004569670185446739,
-0.0034863841719925404,
0.006134316325187683,
0.007776536047458649,
-0.01840653084218502,
0.001406919676810503,
-0.016075361520051956,
-0.015088774263858795,
0.015172317624092102,
-0.012225120328366756,
-0.007410448044538498,
0.009097503498196602,
-0.014309113845229149,
0.0008485862053930759,
0.010518375784158707,
-0.008543139323592186,
-0.02511092834174633,
0.002550438279286027,
0.0012282237876206636,
0.0126841114833951,
0.011483006179332733,
0.007540237158536911,
-0.021035220474004745,
0.007598160766065121,
0.01974480226635933,
0.006865904666483402,
-0.01868373528122902,
0.06714518368244171,
0.0012028519995510578,
0.012242195196449757,
-0.0031477385200560093,
0.018269352614879608,
-0.014206350781023502,
-0.0005480200052261353,
-0.024662531912326813,
-0.00020377826876938343,
0.002903294051066041,
-0.020361512899398804,
-0.015639258548617363,
-0.013649487867951393,
0.029434306547045708,
0.016112875193357468,
-0.005322456359863281,
0.004485290497541428,
0.02997182495892048,
-0.01655576005578041,
-0.02642969973385334,
0.002584204077720642,
-0.014189240522682667,
-0.007690045982599258,
-0.0008667539805173874,
0.011219042353332043,
0.015751518309116364,
0.016290562227368355,
-0.014323737472295761,
-0.00595258641988039,
-0.005369851365685463,
0.014199540950357914,
0.017413489520549774,
-0.012468205764889717,
-0.011039289645850658,
-0.0040461113676428795,
0.018471915274858475,
-0.029057659208774567,
-0.011206545867025852,
0.016433171927928925,
0.013737175613641739,
-0.011086742393672466,
0.0018334966152906418,
0.011519757099449635,
0.0033024863805621862,
-0.004640993662178516,
0.016757149249315262,
0.01294317189604044,
0.0012446604669094086,
0.006286416668444872,
0.01188672799617052,
-0.006870897952467203,
0.008098841644823551,
-0.023822980001568794,
-0.010424990206956863,
-0.019023679196834564,
0.03184580057859421,
0.01247800700366497,
0.006875180639326572,
-0.0030674347653985023,
0.0048704249784350395,
-0.0008106604218482971,
-0.010511718690395355,
-0.025818724185228348,
-0.015092911198735237,
-0.00788657646626234,
0.00204761466011405,
-0.005079841241240501,
0.005804030690342188,
-0.018216026946902275,
0.02987707406282425,
-0.014106879010796547,
0.005004918202757835,
-0.02381352335214615,
-0.03614724799990654,
-0.008019080385565758,
-0.026746774092316628,
0.019569862633943558,
-0.0006993520073592663,
0.024026624858379364,
0.02319658175110817,
-0.01818830892443657,
-0.006939278915524483,
0.007349247112870216,
-0.004333217162638903,
-0.0032820776104927063,
-0.009698651731014252,
-0.0068580275401473045,
-0.01573140360414982,
0.008207488805055618,
-0.014623748138546944,
0.023752514272928238,
0.005540895275771618,
-0.00823388621211052,
0.002885565161705017,
-0.08138027042150497,
-0.00578673230484128,
-0.0026805237866938114,
-0.00625052023679018,
0.00801234133541584,
-0.02964375726878643,
0.008953085169196129,
0.010667166672647,
-0.022033104673027992,
0.017523258924484253,
0.0021797779481858015,
0.004469158127903938,
-0.016597211360931396,
-0.00971287302672863,
0.0047479006461799145,
-0.005822321865707636,
0.016851361840963364,
-0.02265034429728985,
0.007737353444099426,
0.008707313798367977,
0.01588028110563755,
-0.013981650583446026,
-0.0002967873588204384,
-0.000980718876235187,
-0.020671669393777847,
0.02384926751255989,
-0.008767756633460522,
-0.005339285358786583,
-0.018848378211259842,
0.009846217930316925,
0.008428274653851986,
-0.011840132996439934,
-0.011638213880360126,
-0.02127053402364254,
0.015806959941983223,
-0.012603171169757843,
-0.02069796249270439,
-0.03503335639834404,
-0.017982855439186096,
0.031719356775283813,
0.012396825477480888,
0.002710925415158272,
0.000003938563168048859,
0.014214335940778255,
-0.002115794690325856,
-0.013306347653269768,
0.018768953159451485,
0.02711159735918045,
0.02355903759598732,
-0.014496717602014542,
0.010320261120796204,
0.0008996452670544386,
-0.01247943565249443,
0.009036479517817497,
-0.009498481638729572,
0.0065890466794371605,
-0.006335706915706396,
-0.0021073720417916775,
-0.007298801559954882,
-0.0019919336773455143,
-0.02285602316260338,
-0.00487153884023428,
0.016670074313879013,
-0.014427561312913895,
0.023845655843615532,
0.004065774846822023,
0.012340143322944641,
0.01092779915779829,
-0.008229561150074005,
0.0003716952633112669,
-0.002233203500509262,
-0.009674681350588799,
-0.007155599072575569,
0.001393491867929697,
0.005252189934253693,
-0.019375596195459366,
-0.009482309222221375,
-0.0007549052825197577,
-0.02730485424399376,
-0.017130175605416298,
-0.00834960862994194,
0.014390012249350548,
-0.013772070407867432,
0.0006405632011592388,
-0.01954180933535099,
-0.01018175296485424,
0.004788544028997421,
0.007410650607198477,
0.0031017267610877752,
-0.01479724608361721,
-0.012866083532571793,
0.00852521974593401,
0.013641426339745522,
0.009433817118406296,
-0.004365688189864159,
-0.02324797213077545,
0.015436677262187004,
0.012367269024252892,
0.02073090523481369,
0.009708435274660587,
0.01381040457636118,
-0.001582102500833571,
-0.021876081824302673,
-0.009214583784341812,
-0.0037973960861563683,
0.009352444671094418,
-0.009860547259449959,
-0.0050018662586808205,
0.014013546518981457,
-0.0018191997660323977,
-0.008641358464956284,
-0.0152771957218647,
-0.010872188955545425,
0.01715543121099472,
0.006941818166524172,
0.0007648465689271688,
-0.011043522506952286,
0.012931875884532928,
0.07259680330753326,
0.018441371619701385,
0.003439847845584154,
-0.0083594536408782,
-0.003492100164294243,
-0.021446160972118378,
-0.01807257905602455,
0.015618681907653809,
0.017354626208543777,
0.008603474125266075,
0.011135263368487358,
-0.009625040926039219,
-0.013660512864589691,
0.015471424907445908,
-0.045605044811964035,
-0.000853212084621191,
0.005398201756179333,
0.010675647296011448,
0.005899507086724043,
0.018250586465001106,
-0.02042030543088913,
-0.01895621418952942,
-0.017842356115579605,
-0.01897221989929676,
-0.00873679667711258,
-0.04061339795589447,
0.013583550229668617,
-0.01626449078321457,
0.0063833617605268955,
0.010864488780498505,
0.02289118617773056,
0.00413118302822113,
-0.003838776145130396,
-0.017590709030628204,
-0.0013409731909632683,
0.008343003690242767,
0.032342616468667984,
-0.009905746206641197,
-0.0064956797286868095,
0.006342106033116579,
0.02892918884754181,
-0.009969118982553482,
0.029086828231811523,
0.02462748810648918,
0.04056180268526077,
-0.0113395806401968,
-0.014092315919697285,
-0.005790845490992069,
0.006596725434064865,
-0.0100731011480093,
-0.003767697373405099,
0.009855622425675392,
0.010221568867564201,
0.01858878880739212,
0.00469765393063426,
0.0027151256799697876,
0.015935681760311127,
-0.0020930790342390537,
-0.02668270841240883,
0.020548231899738312,
-0.008569047786295414,
-0.003965914249420166,
-0.021100133657455444,
-0.0075998809188604355,
-0.016621647402644157,
-0.016556598246097565,
0.008451170288026333,
-0.019323060289025307,
0.023564651608467102,
-0.024661697447299957,
-0.005750659387558699,
-0.007867369800806046,
-0.012601245194673538,
0.005126661621034145,
-0.018157806247472763,
-0.03699549287557602,
0.015630090609192848,
0.007968165911734104,
0.005194011144340038,
-0.0167112797498703,
0.005023140925914049,
0.009985048323869705,
-0.02941191755235195,
0.01175873912870884,
-0.023897476494312286,
-0.018070293590426445,
-0.022765375673770905,
-0.0749104917049408,
0.01065037027001381,
0.015195083804428577,
-0.004230718594044447,
-0.009991871193051338,
-0.008954524993896484,
0.00026629853527992964,
-0.005063201300799847,
-0.015657316893339157,
-0.003321007825434208,
0.0012537064030766487,
-0.013534322381019592,
0.004214372020214796,
-0.003467596136033535,
0.010087987408041954,
0.02843782678246498,
-0.004572839941829443,
0.00663418136537075,
0.018594948574900627,
-0.011734576895833015,
-0.01623665541410446,
-0.0033690824639052153,
0.015015585348010063,
-0.005974165629595518,
-0.005085513927042484,
-0.08164726197719574,
0.00368594191968441,
-0.01394551433622837,
0.005492965690791607,
-0.02631637640297413,
-0.012598787434399128,
0.011584518477320671,
-0.008394437842071056,
-0.008954646065831184,
-0.011694822460412979,
0.002056543016806245,
-0.008895549923181534,
0.00332376966252923,
0.004280687775462866,
-0.020950186997652054,
-0.0006908883806318045,
0.03615780547261238,
-0.04201709106564522,
-0.0044451490975916386,
-0.006013586185872555,
0.028305115178227425,
0.024825062602758408,
-0.011792629025876522,
0.013182392343878746,
-0.005288636311888695,
0.006183207035064697,
-0.011741031892597675,
0.016480933874845505,
0.017510531470179558,
0.005320664495229721,
-0.003655047621577978,
0.01093642134219408,
0.0065050008706748486,
-0.004515215288847685,
-0.021907273679971695,
-0.0019246579613536596,
0.011857430450618267,
-0.014629270881414413,
0.0024885968305170536,
-0.020390070974826813,
-0.0057853455655276775,
-0.019899994134902954,
0.009399018250405788,
-0.004206930287182331,
-0.04125160723924637,
-0.0018971418030560017,
0.003373948857188225,
0.00031630985904484987,
0.00938722025603056,
-0.01640462316572666,
0.009481371380388737,
0.00514241075143218,
0.007039225660264492,
0.01326938159763813,
-0.008708292618393898,
0.0151072321459651,
0.0010841640178114176,
0.02183382771909237,
0.040738534182310104,
0.009845321998000145,
-0.01352379284799099,
0.028812985867261887,
-0.008164854720234871,
0.07222115993499756,
-0.028524124994874,
0.02802727371454239,
-0.011560402810573578,
0.0024095564149320126,
0.0002470356412231922,
-0.047049276530742645,
0.0006179616320878267,
0.01971271075308323,
-0.019246593117713928,
0.027199117466807365,
-0.00657298881560564,
-0.0010954784229397774,
0.008407233282923698,
0.021653153002262115,
-0.04078875482082367,
0.022240834310650826,
-0.01689527928829193,
0.01329450961202383,
0.03753683716058731,
0.0003515741555020213,
-0.0012577464804053307,
-0.02491338551044464,
0.006860012654215097,
0.012853644788265228,
0.000045372056774795055,
0.012868833728134632,
-0.0003960961475968361,
-0.023926008492708206,
-0.004506142809987068,
0.008660240098834038,
0.007892617024481297,
-0.0016880554612725973,
-0.002827818039804697,
0.023974135518074036,
-0.0005565346218645573,
0.01704399287700653,
-0.0009063514298759401,
-0.0060044750571250916,
0.0126779954880476,
-0.017043855041265488,
-0.008238359354436398,
-0.007772465236485004,
0.001416155369952321,
-0.005410106386989355,
0.0035268645733594894,
0.02406248450279236,
0.025690926238894463,
-0.001016782596707344,
-0.003144141286611557,
0.018419260159134865,
-0.0022445740178227425,
0.015315708704292774,
0.0010544563410803676,
0.0300309881567955,
0.009843815118074417,
-0.035631369799375534,
0.012729767709970474,
0.0031110807321965694,
0.004858739674091339,
-0.011727811768651009,
-0.01579538732767105,
0.013143733143806458,
0.008644161745905876,
0.014022011309862137,
-0.0030392934568226337,
0.002485291101038456,
-0.013063944876194,
-0.019733374938368797,
0.014840314164757729,
-0.009069178253412247,
-0.009074526838958263,
0.0060309311375021935,
-0.004200303927063942,
0.016533710062503815,
-0.0022022693883627653,
-0.01354636438190937,
-0.012782689183950424,
0.02903827279806137,
0.008298629894852638,
-0.000001637847162783146,
0.03145616129040718,
0.012005094438791275,
-0.01919734477996826,
-0.0003522782353684306,
0.0074651362374424934,
-0.01801881194114685,
0.01581711322069168,
0.0008810390718281269,
0.009619606658816338,
0.0005549388006329536,
0.003898181952536106,
0.014058474451303482,
-0.0031722288113087416,
0.0028335212264209986,
0.03378567844629288,
-0.0026823137886822224,
0.004116580821573734,
-0.000044498126953840256,
0.01655103638768196,
0.03349800407886505,
0.020079461857676506,
0.017587168142199516,
-0.003377580549567938,
0.005265884101390839,
-0.00847588013857603,
-0.004754744470119476,
-0.004141735378652811,
-0.012888862751424313,
0.0014872783794999123,
0.020070932805538177,
-0.02580910548567772,
0.014612546190619469,
-0.010075269266963005,
-0.006801928393542767,
0.029382582753896713,
-0.008991780690848827,
-0.028414038941264153,
0.0026567340828478336,
-0.00490103755146265,
-0.021379737183451653,
0.01705353707075119,
0.010080661624670029,
0.011973901651799679,
0.0003850078210234642,
-0.020940082147717476,
-0.004432215355336666,
0.010757794603705406,
-0.011231150478124619,
0.0039578997530043125,
0.02093758061528206,
-0.004954539705067873,
-0.006511809304356575,
0.015954384580254555,
0.017854610458016396,
-0.022628935053944588,
0.007754974998533726,
-0.005806855391710997,
0.0031159259378910065,
-0.009745568037033081,
0.013879253529012203,
-0.023230182006955147,
0.006122826598584652,
0.020700130611658096,
0.00706609059125185,
-0.011795571073889732,
0.03152429684996605,
-0.005393476225435734,
0.009470531716942787,
0.022115500643849373,
-0.0010655648075044155,
0.00844326801598072,
-0.009471614845097065,
-0.009527202695608139,
-0.0034123349469155073,
0.018868660554289818,
0.0035578766837716103,
-0.00428640004247427,
0.002472409512847662,
0.0029930737800896168,
-0.014686262235045433,
0.006127281114459038,
-0.016628703102469444,
0.024174826219677925,
-0.0021672656293958426,
0.0141495605930686,
-0.009609585627913475,
-0.014635121449828148,
-0.04710946977138519,
-0.012668468058109283,
-0.0073588695377111435,
-0.016005773097276688,
-0.015576221980154514,
0.009443040937185287,
-0.016410883516073227,
-0.02373451367020607,
-0.01132807508111,
0.010579892434179783,
0.0268075093626976,
0.011188984848558903,
-0.0015254626050591469,
-0.029270607978105545,
0.004077307879924774,
-0.011283433996140957,
-0.019107867032289505,
0.0017522376729175448,
-0.004357036203145981,
0.005053997039794922,
-0.01015003863722086,
-0.00047720340080559254,
-0.005303395912051201,
0.018821319565176964,
-0.012542537413537502,
-0.0029746585059911013,
-0.00320234103128314,
-0.007281256839632988,
-0.0060709500685334206,
-0.011667200364172459,
0.001697789877653122,
-0.0018300388474017382,
0.0003308767918497324,
-0.002596389502286911
] | [
-0.3567869961261749,
-0.14576463401317596,
-0.0038252901285886765,
0.3555033206939697,
-0.06720969080924988,
0.4938393235206604,
-0.1921408623456955,
0.15069690346717834,
0.38964375853538513,
-0.7126291990280151,
-0.1943380981683731,
0.8677747845649719,
-0.30838701128959656,
-0.08321291953325272,
-0.2041955292224884,
0.23593197762966156,
0.41854241490364075,
0.04782671853899956,
-0.6058153510093689,
-0.4611320197582245,
-0.07885017991065979,
0.2588847279548645,
0.022773712873458862,
0.31887999176979065,
0.12313598394393921,
0.048946645110845566,
0.6827718615531921,
0.3183065354824066,
0.14306198060512543,
-0.06936699897050858,
-0.10019095242023468,
0.6439231634140015,
-0.3920409083366394,
-0.248249351978302,
0.31463080644607544,
-0.007032925263047218,
0.18157139420509338,
-0.03986133635044098,
0.22087177634239197,
-0.31718382239341736,
0.45091357827186584,
-0.1519084870815277,
-0.13094699382781982,
0.23070096969604492,
-0.17865420877933502,
-0.523073136806488,
-1.4297187328338623,
-0.07417874783277512,
0.06273467093706131,
-0.4686770439147949,
-0.5468665361404419,
0.14811091125011444,
0.4316389262676239,
0.34546732902526855,
-0.05552847310900688,
0.37261420488357544,
0.03590196371078491,
-0.4130120575428009,
0.901244044303894,
-0.22024385631084442,
-0.11959966272115707,
0.006929225753992796,
0.14331883192062378,
0.38049784302711487,
-0.5473029017448425,
0.6054503321647644,
-0.08368689566850662,
-0.435293048620224,
-0.6307395100593567,
-0.7560710906982422,
-0.217134028673172,
-0.48854944109916687,
-0.49335870146751404,
0.2915191948413849,
-0.33777040243148804,
-0.21304230391979218,
-0.16487330198287964,
-0.1978539675474167,
-0.13227124512195587,
0.0834825187921524,
-0.46155399084091187,
0.2432704120874405,
0.3242385685443878,
-0.42127570509910583,
0.7241096496582031,
0.18122750520706177,
-0.05538394674658775,
0.5440195202827454,
-0.44720974564552307,
0.6459858417510986,
-0.05199386551976204,
-0.3598661720752716,
-0.009592139162123203,
0.4982913136482239,
0.20985229313373566,
0.31524378061294556,
0.38268712162971497,
-0.07524970918893814,
0.526068389415741,
0.4625692367553711,
-0.299064040184021,
0.17714247107505798,
-0.22097042202949524,
-0.37034180760383606,
-0.7158659100532532,
-0.5782796144485474,
-0.5347354412078857,
-0.5250011086463928,
-0.6262754797935486,
0.6016075015068054,
-0.6637343168258667,
0.5530382990837097,
-0.002743680030107498,
-0.1569061130285263,
-0.028974482789635658,
-0.5976033210754395,
-0.2887911796569824,
-0.31757235527038574,
-0.47284024953842163,
0.46358737349510193,
-0.22296874225139618,
1.0949050188064575,
0.1794707179069519,
0.6781224012374878,
0.1095062792301178,
0.23208947479724884,
0.26859328150749207,
0.7376450300216675,
-0.39034461975097656,
-0.20520468056201935,
0.5406081676483154,
0.8292413949966431,
0.3382669985294342,
0.17500577867031097,
-0.39751961827278137,
-0.2507984936237335,
-0.3346852958202362,
-0.07855910062789917,
-0.11202725023031235,
-0.09534501284360886,
-0.33678796887397766,
-0.584413468837738,
-0.07704443484544754,
-0.1976364105939865,
0.48061245679855347,
-0.5376898050308228,
0.11531489342451096,
-0.3973485231399536,
-0.2702607214450836,
-0.05485236272215843,
-0.19413591921329498,
0.43179041147232056,
-0.6509285569190979,
-0.16159741580486298,
-0.549076497554779,
0.3094535768032074,
-0.0194801464676857,
-0.038107141852378845,
-0.4776075780391693,
0.43669629096984863,
-0.15698690712451935,
-0.13807639479637146,
-0.7502545714378357,
-0.3995232582092285,
-0.23314961791038513,
-0.7146109342575073,
0.6207793951034546,
0.3900163173675537,
0.41062307357788086,
0.029874412342905998,
-0.17554616928100586,
-0.4084606170654297,
0.0014459248632192612,
-0.1936412900686264,
-0.3977189064025879,
0.10080656409263611,
0.7926847338676453,
-0.4603809416294098,
0.80575031042099,
-0.23349858820438385,
-0.7139254808425903,
0.050998762249946594,
0.3687189817428589,
0.17334112524986267,
-0.354461669921875,
0.03264203295111656,
0.15945613384246826,
-0.33843666315078735,
-0.04181944951415062,
0.038646142929792404,
-0.5718933343887329,
-0.23612453043460846,
0.33044469356536865,
-0.8769897222518921,
1.03660249710083,
0.08429441601037979,
-0.577433168888092,
0.44888466596603394,
-0.4623457193374634,
-0.0013391254469752312,
0.26089632511138916,
-0.5289727449417114,
0.06690548360347748,
-0.4428103268146515,
-0.6170084476470947,
0.051572464406490326,
-0.0029055119957774878,
0.0979338139295578,
-0.8932037353515625,
0.27640852332115173,
0.10702614486217499,
0.3139790892601013,
0.3019523024559021,
-0.07281818240880966,
0.29568493366241455,
0.3424505293369293,
-0.6022334694862366,
0.6494231820106506,
0.696462869644165,
-0.42332902550697327,
0.8259067535400391,
-0.13286197185516357,
0.16932351887226105,
0.5093390345573425,
0.07450922578573227,
0.6158117055892944,
0.7669338583946228,
1.0630309581756592,
1.251448631286621,
-0.7872641086578369,
-0.07014083862304688,
-0.4111168384552002,
0.18525807559490204,
-0.17801357805728912,
-0.12024014443159103,
0.15709315240383148,
0.49988141655921936,
-0.3280235528945923,
0.5507539510726929,
-0.052092283964157104,
0.06372632086277008,
0.5070474147796631,
-0.2654106020927429,
-0.44660839438438416,
-0.004137427546083927,
-0.6606521010398865,
-0.5722132325172424,
-0.10751407593488693,
-0.4791533946990967,
-0.4481106102466583,
-0.36935344338417053,
0.13051575422286987,
-0.016839100047945976,
-0.5471831560134888,
0.002885973546653986,
0.07500788569450378,
-0.29629015922546387,
-0.06398577243089676,
0.14981938898563385,
0.6099066138267517,
-0.2777016758918762,
-0.3112345039844513,
-0.3827546238899231,
-0.024234002456068993,
-0.20786994695663452,
-0.2387453019618988,
-0.45999330282211304,
0.11853262782096863,
0.48987051844596863,
0.44628676772117615,
0.13082048296928406,
-0.5512251257896423,
-0.3925131857395172,
0.2683906555175781,
-0.42385759949684143,
-1.0385537147521973,
0.16248935461044312,
0.6727653741836548,
-0.9134204387664795,
-0.19786407053470612,
-0.17308108508586884,
0.13728317618370056,
0.6027501225471497,
0.31720662117004395,
-0.43729934096336365,
-0.2961706519126892,
0.0993238091468811,
-0.6151552796363831,
-0.6505292654037476,
-0.3832798898220062,
-0.5068939328193665,
0.8537746071815491,
-0.34911468625068665,
0.1020130142569542,
0.4912562966346741,
1.0752180814743042,
0.08787110447883606,
-0.10619275271892548,
0.07137292623519897,
-0.6745641231536865,
-0.35889342427253723,
0.045473672449588776,
-0.265927255153656,
-0.11212438344955444,
-0.210031658411026,
0.28866833448410034,
-0.3649459481239319,
0.5378239154815674,
-5.680508613586426,
-0.0690227523446083,
-0.6619670987129211,
0.38164034485816956,
-0.05295025184750557,
0.05326817184686661,
0.45779138803482056,
-0.15436586737632751,
0.28226640820503235,
-0.03531154990196228,
0.045909151434898376,
0.09963440895080566,
-0.6285104751586914,
0.4244692921638489,
0.4759455621242523,
0.17724378407001495,
0.5616537928581238,
0.04833686724305153,
0.2795131802558899,
0.08852975815534592,
-0.15513204038143158,
-0.7091683149337769,
-0.44296613335609436,
0.727533757686615,
-0.15555818378925323,
0.13290095329284668,
-0.08255106210708618,
0.21940124034881592,
-0.11829239130020142,
-0.4309587776660919,
-0.22166994214057922,
-0.8702813386917114,
-0.08238232135772705,
0.0011550605995580554,
-0.005896875634789467,
0.4790070950984955,
0.17612910270690918,
-0.02283368818461895,
0.48668378591537476,
-0.5375249981880188,
0.0010993743781000376,
0.9300456047058105,
0.1105848178267479,
-0.31781312823295593,
0.14398565888404846,
-0.043299347162246704,
-0.5048237442970276,
0.31339290738105774,
-0.2453964650630951,
0.6155336499214172,
-0.28657615184783936,
-0.06790532171726227,
0.040158819407224655,
0.4454869031906128,
-0.03049715794622898,
-0.576002836227417,
0.35876572132110596,
0.1787579357624054,
-0.22929348051548004,
0.36844876408576965,
0.25257495045661926,
-0.8068921566009521,
-0.2160649448633194,
-0.7491037845611572,
-0.5696255564689636,
0.4012763500213623,
-0.6130099892616272,
-0.3480449616909027,
-0.05400804057717323,
0.205024853348732,
-0.4854564666748047,
-0.2983684241771698,
-0.22593149542808533,
-0.395780473947525,
0.23974467813968658,
-0.5254127979278564,
0.039465270936489105,
-0.2872471213340759,
0.047814350575208664,
0.24181659519672394,
0.010665432550013065,
-0.5800422430038452,
0.028597988188266754,
0.12301742285490036,
0.0550270713865757,
-0.09910549223423004,
0.09851182252168655,
-0.39805683493614197,
-0.06490909308195114,
-0.18347617983818054,
0.822186291217804,
-0.18979056179523468,
0.21186186373233795,
0.28987443447113037,
0.43137112259864807,
0.2894318401813507,
0.8313307166099548,
0.13942548632621765,
0.4319695830345154,
-0.3398408889770508,
0.7324250340461731,
-0.4963255226612091,
-0.010273035615682602,
-0.4769882261753082,
0.2710861265659332,
0.9388026595115662,
-0.3617270290851593,
0.4923737645149231,
1.0969233512878418,
-0.3981199264526367,
-0.2104737013578415,
0.13105656206607819,
-0.590735912322998,
-0.5582185387611389,
0.04548989608883858,
-0.12890271842479706,
-0.18956206738948822,
0.41585564613342285,
0.7769970297813416,
0.06406929343938828,
-0.09028703719377518,
-0.21878992021083832,
0.040557656437158585,
0.0032307887449860573,
0.00843077152967453,
-0.4736030101776123,
0.5224854350090027,
0.3347468078136444,
0.1295250803232193,
-0.34301772713661194,
0.3138761520385742,
0.41710296273231506,
-0.27926570177078247,
0.3510439991950989,
0.09398989379405975,
-0.4795513451099396,
0.2976202368736267,
-0.3345105051994324,
-0.026349982246756554,
-0.32530340552330017,
0.5948644876480103,
0.22203755378723145,
0.09615960717201233,
-0.6301062107086182,
0.41172897815704346,
0.19024299085140228,
-0.17289474606513977,
-0.26392608880996704,
-0.5353484153747559,
-0.030821597203612328,
0.08451465517282486,
-0.02234920859336853,
-0.03779470920562744,
-0.09525875747203827,
0.030239326879382133,
0.3640942871570587,
0.1435774862766266,
0.0184108167886734,
0.4543830156326294,
-0.09405677020549774,
0.6632667183876038,
0.019302325323224068,
-0.5260554552078247,
0.04699801281094551,
-0.10934052616357803,
0.5760599374771118,
-0.32740768790245056,
-0.3900705575942993,
-0.2164067029953003,
0.5289872884750366,
0.1729612499475479,
-0.252085417509079,
-0.2320660501718521,
-0.20382900536060333,
0.08209988474845886,
-0.19361132383346558,
0.1875990331172943,
0.007044458296149969,
-0.03630701079964638,
-0.43836045265197754,
-0.035525888204574585,
-0.4939996302127838,
0.1347346305847168,
0.1904996782541275,
0.7673413157463074,
-0.07895782589912415,
-0.050034817308187485,
0.21533308923244476,
-0.8311816453933716,
-0.1306825876235962,
0.12850512564182281,
0.1832667887210846,
0.3534795939922333,
-0.004114032723009586,
0.16274510324001312,
-0.5080028176307678,
0.3238578140735626,
0.28620654344558716,
-0.20676873624324799,
-0.7298325896263123,
-0.4997219145298004,
0.41441816091537476,
-0.8713476061820984,
0.9233671426773071,
-0.07234255969524384,
-0.06876647472381592,
-0.008227033540606499,
0.21202416718006134,
0.17558152973651886,
-0.014795420691370964,
-0.9410184621810913,
-0.39691850543022156,
-0.07359443604946136,
-0.11135900765657425,
-0.19647154211997986,
-0.06717687100172043,
0.3431639075279236,
-0.32319900393486023,
-0.4227694869041443,
0.2698018550872803,
0.06986650824546814,
-0.30766716599464417,
-0.15391206741333008,
0.5205568671226501,
-0.002767878817394376,
-0.24232013523578644,
0.15344418585300446,
-0.9325670003890991,
-0.27078038454055786,
0.31529340147972107,
0.2952892780303955,
-0.12773479521274567,
0.23776689171791077,
0.13453596830368042,
-0.20878678560256958,
-0.2452486753463745,
-0.417693555355072,
0.4064265787601471,
-0.3652111291885376,
-0.38328781723976135,
0.17129337787628174,
0.9513840675354004,
-0.32000866532325745,
0.19543610513210297,
0.44179606437683105,
0.040046896785497665,
-0.032361723482608795,
-0.07806340605020523,
-0.8273584842681885,
-0.08272051811218262,
-0.2029305100440979,
0.005448054522275925,
0.17521671950817108,
0.01593128591775894,
0.7373243570327759,
-0.024707775563001633,
-0.29202204942703247,
-0.41248396039009094,
0.2422310709953308,
0.5035837888717651,
0.316463440656662,
-0.7851258516311646,
0.09788345545530319,
-0.48794010281562805,
0.17395980656147003,
0.24023059010505676,
-0.11196771264076233,
-0.48679670691490173,
0.18360236287117004,
-0.23845650255680084,
0.10025814175605774,
0.03637776896357536,
0.3984649181365967,
0.38875049352645874,
0.09332071989774704,
-0.4815318286418915,
0.011328481137752533,
0.4934999644756317,
-0.021204017102718353,
0.045247189700603485,
-0.563515841960907,
-0.3495963513851166,
-0.13054399192333221,
-0.42541107535362244,
0.2750715911388397,
-0.0076127490028738976,
0.39331406354904175,
0.18214213848114014,
0.037316758185625076,
0.08837580680847168,
-0.5792272090911865,
0.21823640167713165,
-0.5050669312477112,
-0.008225512690842152,
-0.3537757694721222,
0.5224373936653137,
0.4738093912601471,
0.022430550307035446,
-0.15402406454086304,
-0.09427584707736969,
-0.3525362014770508,
0.6154217720031738,
0.34293636679649353,
-0.6032962203025818,
0.5423160195350647,
0.4316140413284302,
0.42207157611846924,
0.17206589877605438,
-0.8075940012931824,
-0.11217755079269409,
0.3842918872833252,
0.24743478000164032,
0.3203153908252716,
0.1769517958164215,
-0.2533244490623474,
-0.12150523066520691,
0.3207865059375763,
-0.017406629398465157,
0.6695424914360046,
0.473763108253479,
-0.029516445472836494,
0.5480167269706726,
0.6449283361434937,
-0.372026652097702,
-0.4231508672237396,
0.29987838864326477,
-0.0288710780441761,
0.006027352064847946,
-0.004966357257217169,
0.4769708514213562,
0.16708321869373322,
0.38279369473457336,
-0.3976118862628937,
0.6343151926994324,
0.07096071541309357,
0.22614401578903198,
0.40995025634765625,
-0.6067545413970947,
-0.26170194149017334,
0.2603492736816406,
0.691936194896698,
0.4979132413864136,
-0.2831515967845917,
0.2511609196662903,
-0.19584032893180847,
0.29405632615089417,
0.24789556860923767,
0.43150773644447327,
-0.39228737354278564,
0.2024642378091812,
0.1853056102991104,
-0.34441328048706055,
0.4362967908382416,
0.26428112387657166,
-0.42025628685951233,
-0.4698907136917114,
0.7064118385314941,
-0.05548590049147606,
-0.6094340682029724,
0.27960333228111267,
0.42522966861724854,
0.29628610610961914,
0.14196303486824036,
-0.6546018123626709,
-0.14456802606582642,
0.21345292031764984,
0.7441351413726807,
-0.09964600950479507,
0.34615927934646606,
0.27426183223724365,
-0.1562594622373581,
0.5678532123565674,
-0.14424119889736176,
0.22837655246257782,
0.3403731882572174,
-0.8320008516311646,
-0.022630931809544563,
0.2988806664943695,
-0.1254863739013672,
0.03958137333393097,
0.49185752868652344,
0.09630590677261353,
-0.029421349987387657,
-0.3640020787715912,
-0.011453450657427311,
-0.39405521750450134,
0.1725480705499649,
-0.05397379770874977,
0.11389175057411194,
-0.24613143503665924,
0.061402805149555206,
-0.6014527678489685,
-0.07714126259088516,
0.021160006523132324,
-0.0214366614818573,
0.7618204355239868,
-0.9492318630218506,
1.0067148208618164,
0.6499176621437073,
0.4559946358203888,
0.06320446729660034,
0.14385707676410675,
0.013616434298455715,
0.5279884934425354,
-0.7256420254707336,
-0.0694638043642044,
-0.46877357363700867,
0.0531686395406723,
-0.6424484848976135,
0.16857242584228516,
1.1952697038650513,
-0.02582051418721676,
0.012033386155962944,
-0.4131987988948822,
-0.159842848777771,
0.25583258271217346,
0.5768494009971619,
0.13625648617744446,
0.3067077398300171,
-0.11404469609260559,
-0.26842865347862244,
-0.2485317438840866,
0.6402744054794312,
0.12497254461050034,
0.32194215059280396,
0.19530145823955536,
0.5632739067077637,
0.2192891240119934,
-0.4145834445953369,
0.08296914398670197,
0.22406888008117676,
-0.12514565885066986,
-0.5687854290008545,
0.6146672368049622,
-0.3701941967010498,
0.08637383580207825,
0.37328463792800903,
0.4851897954940796,
0.524115800857544,
-0.7573257684707642,
-0.3021779954433441,
-0.12560737133026123,
-0.5160067081451416,
0.6936774253845215,
-0.4910011887550354,
0.6533050537109375,
0.04645014554262161,
-0.10631769895553589,
-0.8395524621009827,
0.922950804233551,
-0.03435748443007469,
-0.262640118598938,
-0.24573664367198944,
-0.42286089062690735,
-0.547014057636261,
0.36747753620147705,
0.1782446801662445,
-0.5601630210876465,
-0.6965892910957336,
0.19041600823402405
] |
Knowledge Graphs (KGs) have been applied to many tasks including Web search, link prediction, recommendation, natural language processing, and entity linking. However, most KGs are far from complete and are growing at a rapid pace. To address these problems, Knowledge Graph Completion (KGC) has been proposed to improve KGs by filling in its missing connections. Unlike existing methods which hold a closed-world assumption, i.e., where KGs are fixed and new entities cannot be easily added, in the present work we relax this assumption and propose a new open-world KGC task. As a first attempt to solve this task we introduce an openworld KGC model called ConMask. This model learns embeddings of the entity’s name and parts of its text-description to connect unseen entities to the KG. To mitigate the presence of noisy text descriptions, ConMask uses a relationshipdependent content masking to extract relevant snippets and then trains a fully convolutional neural network to fuse the extracted snippets with entities in the KG. Experiments on large data sets, both old and new, show that ConMask performs well in the open-world KGC task and even outperforms existing KGC models on the standard closed-world KGC task. Introduction Knowledge Graphs (KGs) are a special type of information network that represents knowledge using RDF-style triples 〈h, r, t〉, where h represents some head entity and r represents some relationship that connects h to some tail entity t. In this formalism a statement like “Springfield is the capital of Illinois” can be represented as 〈Springfield, capitalOf, Illinois〉. Recently, a variety of KGs, such as DBPedia (Lehmann et al. 2015), and ConceptNet (Speer, Chin, and Havasi 2017), have been curated in the service of fact checking (Shi and Weninger 2016), question answering (Lukovnikov et al. 2017), entity linking (Hachey et al. 2013), and for many other tasks (Nickel et al. 2016). Despite their usefulness and popularity, KGs are often noisy and incomplete. For example, DBPedia, which is generated from Wikipedia’s infoboxes, contains 4.6 million entities, but half of these entities contain less than 5 relationships. Based on this observation, researchers aim to improve the accuracy and reliability of KGs by predicting the existence Copyright c © 2018, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved. (or probability) of relationships. This task is often called Knowledge Graph Completion (KGC). Continuing the example from above, suppose the relationship capitalOf is missing between Indianapolis and Indiana; the KGC task might predict this missing relationship based on the topological similarity between this part of the KG and the part containing Springfield and Illinois. Progress in vector embeddings originating with word2vec has produced major advancements in the KGC task. Typical embedding-based KGC algorithms like TransE (Bordes et al. 2013) and others learn lowdimensional representations (i.e., embeddings) for entities and relationships using topological features. These models are able to predict the existence of missing relationships thereby “completing” the KG. Existing KGC models implicitly operate under the Closed-World Assumption (Reiter 1978) in which all entities and relationships in the KG cannot be changed – only discovered. We formally define the Closed-word KGC task as follows: Definition 1 Given an incomplete Knowledge Graph G = (E,R,T), where E, R, and T are the entity set, relationship set, and triple set respectively, Closed-World Knowledge Graph Completion completes G by finding a set of missing triples T = {〈h, r, t〉|h ∈ E, r ∈ R, t ∈ E, 〈h, r, t〉 / ∈ T} in the incomplete Knowledge Graph G. Closed-world KGC models heavily rely on the connectivity of the existing KG and are best able to predict relationships between existing, well-connected entities. Unfortunately, because of their strict reliance on the connectivity of the existing KG, closed-world KGC models are unable to predict the relationships of poorly connected or new entities. Therefore, we assess that closed-world KGC is most suitable for fixed or slowly evolving KGs. However, most real-world KGs evolve quickly with new entities and relationships being added by the minute. For example, in the 6 months between DBPedia’s October 2015 release and its April 2016 release 36, 340 new English entities were added – a rate of 200 new entities per day. Recall that DBPedia merely tracks changes to Wikipedia infoboxes, so these updates do not include newly added articles without valid infobox data. Because of the accelerated growth of online information, repeatedly re-training closed-world models every day (or hour) has become impractical. In the present work we borrow the idea of openworld assumption from probabilistic database literature (Ceylan, Darwiche, and Van den Broeck 2016) and relax the closed-world assumption to develop an Open-World Knowledge Graph Completion model capable of predicting relationships involving unseen entities or those entities that have only a few connections. Formally we define the openworld KGC task as follows: Definition 2 Given an incomplete Knowledge Graph G = (E,R,T), where E, R, and T are the entity set, relationship set, and triple set respectively, Open-World Knowledge Graph Completion completes G by finding a set of missing triples T = {〈h, r, t〉|〈h, r, t〉 / ∈ T, h ∈ E, t ∈ E, r ∈ R} in the incomplete Knowledge Graph G where E is an entity superset. In Defn. 2 we relax the constraint on the triple set T so that triples in T can contain entities that are absent from the original entity set E. Closed-world KGC models learn entity and relationship embedding vectors by updating an initially random vector based on the KG’s topology. Therefore, any triple 〈h, r, t〉 ∈ T ′ such that h / ∈ E or t / ∈ E will only ever be represented by its initial random vector because its absence does not permit updates from any inference function. In order to predict the missing connections for unseen entities, it is necessary to develop alternative features to replace the topological features used by closed-world models. Text content is a natural substitute for the missing topological features of disconnected or newly added entities. Indeed, most KGs such as FreeBase (Bollacker et al. 2008), DBPedia (Lehmann et al. 2015), and SemMedDB (Kilicoglu et al. 2012) were either directly extracted from (Lin et al. 2016; Ji and Grishman 2011), or are built in parallel to some underlying textual descriptions. However, open-world KGC differs from the standard information extraction task because 1) Rather than extracting triples from a large text corpus, the goal of open-world KGC is to discover missing relationships; and 2) Rather than a pipeline of independent subtasks like Entity Linking (Francis-Landau, Durrett, and Klein 2016) and Slotfilling (Liu and Lane 2016), etc., open-world KGC is a holistic task that operates as a single model. Although it may seem intuitive to simply include an entity’s description into an existing KGC model, we find that learning useful vector embeddings from unstructured text is much more challenging than learning topology-embeddings as in the closed-world task. First, in closed-world KGC models, each entity will have a unique embedding, which is learned from its directly connected neighbors; whereas open-world KGC models must fuse entity embeddings with the word embeddings of the entity’s description. These word embeddings must be updated by entities sharing the same words regardless of their connectivity status. Second, because of the inclusion of unstructured content, open-world models are likely to include noisy or redundant information. With respect to these challenges, the present work makes the following contributions: 1. We describe an open-world KGC model called ConMask that uses relationship-dependent content masking to reduce noise in the given entity description and uses fully convolutional neural networks (FCN) to fuse related text into a relationship-dependent entity embedding. 2. We release two new Knowledge Graph Completion data sets constructed from DBPedia and Wikipedia for use in closed-world and open-world KGC evaluation. Before introduce the ConMask model, we first present preliminary material by describing relevant KGC models. Then we describe the methodology, data sets, and a robust case study of closed-world and open-world KGC tasks. Finally, we draw conclusions and offer suggestions for future work. Closed-World Knowledge Graph Completion A variety of models have been developed to solve the closedworld KGC task. The most fundamental and widely used model is a translation-based Representation Learning (RL) model called TransE (Bordes et al. 2013). TransE assumes there exists a simple function that can translate the embedding of the head entity to the embedding of some tail entity via some relationship: | [
0.010329208336770535,
-0.0024618010502308607,
-0.010977836325764656,
0.017400206997990608,
0.00017807725816965103,
-0.004259251989424229,
0.007016746327280998,
-0.019466891884803772,
-0.011465996503829956,
0.019655317068099976,
-0.004326172173023224,
0.007915549911558628,
-0.010463090613484383,
-0.000509265810251236,
-0.027989745140075684,
0.03148873150348663,
0.004730259068310261,
0.03783337026834488,
0.010603457689285278,
0.006697091739624739,
0.014373408630490303,
-0.0021862229332327843,
0.00797240436077118,
0.009391600266098976,
-0.020468851551413536,
-0.03001704439520836,
-0.030249392613768578,
0.007412216160446405,
0.01764412596821785,
0.01704341173171997,
-0.015308255329728127,
0.011016237549483776,
0.017378946766257286,
-0.002012989018112421,
0.01321345753967762,
0.015910977497696877,
-0.00827334076166153,
0.018468711525201797,
0.017589444294571877,
-0.0049685146659612656,
-0.005243266001343727,
-0.006750710774213076,
0.009042279794812202,
-0.001815092284232378,
-0.007735488470643759,
0.0029718372970819473,
-0.006111367605626583,
-0.016345620155334473,
-0.01102102268487215,
0.011406708508729935,
-0.01762128248810768,
-0.021838270127773285,
-0.015182176604866982,
0.003125768853351474,
-0.004324484150856733,
-0.0008173086680471897,
0.013564245775341988,
0.010864710435271263,
-0.022502051666378975,
-0.01936076395213604,
-0.0032845581881701946,
-0.007384775206446648,
0.01700516976416111,
-0.009677976369857788,
-0.01457273680716753,
-0.0675203800201416,
-0.010454783216118813,
0.023689284920692444,
0.011835393495857716,
-0.006009957287460566,
0.00499205756932497,
0.010803370736539364,
0.007904102094471455,
-0.0034165410324931145,
-0.0024813590571284294,
0.003272739239037037,
-0.024047251790761948,
0.0152802225202322,
0.006148879416286945,
0.0009638798655942082,
-0.00527030136436224,
-0.009372528642416,
0.0016626794822514057,
0.01446947269141674,
-0.016144227236509323,
-0.012984063476324081,
0.003053786000236869,
-0.002247532829642296,
-0.017096644267439842,
0.009016482159495354,
0.01280120201408863,
-0.012563101947307587,
0.005897738039493561,
-0.00028683722484856844,
0.015211092308163643,
0.022275200113654137,
0.015153772197663784,
-0.00534140644595027,
-0.0027021528221666813,
-0.001822490245103836,
-0.0024732770398259163,
0.016953345388174057,
0.018194351345300674,
-0.048056863248348236,
0.016905736178159714,
0.005004682578146458,
-0.0016975677572190762,
0.003000174416229129,
0.0008832125458866358,
0.003802147228270769,
0.009793898090720177,
0.015837891027331352,
-0.0010787840001285076,
0.02682613581418991,
0.009730694815516472,
0.008754276670515537,
-0.008620675653219223,
-0.01066405326128006,
0.010170215740799904,
-0.026447081938385963,
0.008308968506753445,
-0.0061498889699578285,
0.002241741633042693,
-0.02770809829235077,
0.006634924560785294,
-0.006543625146150589,
-0.025250062346458435,
0.008294729515910149,
-0.000628364272415638,
0.0022433092817664146,
-0.011840322986245155,
0.007341724820435047,
-0.002047100104391575,
0.006025264970958233,
0.02032330445945263,
-0.012411483563482761,
-0.016930116340517998,
0.016704166308045387,
0.0030077865812927485,
0.027232548221945763,
0.007511542644351721,
0.006108991801738739,
0.009622360579669476,
0.013796016573905945,
0.003827884793281555,
0.005525572225451469,
0.0019523361697793007,
0.003939425107091665,
-0.0329323336482048,
-0.009336644783616066,
-0.006837072316557169,
-0.0011538738617673516,
-0.01813884638249874,
-0.01035173237323761,
0.001121601089835167,
0.013670388609170914,
-0.02274867333471775,
0.010239329189062119,
-0.008071471937000751,
0.002562845591455698,
-0.0085847657173872,
-0.0027369088493287563,
0.002588740549981594,
0.005747159477323294,
-0.0007612991612404585,
0.015810875222086906,
0.00413560913875699,
0.0014064821880310774,
-0.01987197995185852,
0.004620064049959183,
-0.007589852903038263,
0.01598256081342697,
-0.020505933091044426,
0.0018963550683110952,
-0.01253542024642229,
-0.0023504127748310566,
0.014112218283116817,
0.005541893187910318,
-0.005706064403057098,
0.06729097664356232,
-0.003324945690110326,
0.008289389312267303,
-0.018624724820256233,
-0.02142028510570526,
0.009614850394427776,
-0.0032344236969947815,
0.007397887296974659,
-0.007366091012954712,
0.010569821111857891,
0.01734495908021927,
-0.02541401796042919,
0.018493641167879105,
0.00891975499689579,
0.00047860853374004364,
0.004125142470002174,
0.002327233087271452,
0.008642038330435753,
-0.016935981810092926,
-0.002638945821672678,
0.007139811757951975,
-0.0013254736550152302,
-0.0009073135443031788,
-0.018116481602191925,
0.003347181249409914,
-0.0007335515692830086,
0.010264857672154903,
0.01054154708981514,
0.0198906809091568,
0.001679523615166545,
-0.003937951289117336,
0.0018234248273074627,
0.011325905099511147,
-0.019636688753962517,
-0.014753859490156174,
0.012960989028215408,
0.011205427348613739,
-0.002590506337583065,
0.03503899648785591,
-0.018347395583987236,
-0.010343055240809917,
0.002733431290835142,
-0.016499953344464302,
-0.009972456842660904,
-0.002570189069956541,
-0.0004402552731335163,
-0.00623785937204957,
-0.003181546926498413,
0.008986499160528183,
-0.01873616687953472,
0.016451064497232437,
-0.0049302405677735806,
-0.0004488825798034668,
-0.007139109540730715,
0.021020464599132538,
0.03259781002998352,
0.025162862613797188,
0.009640851989388466,
-0.018839437514543533,
0.010105984285473824,
-0.004848020151257515,
0.006361981853842735,
-0.006546875461935997,
-0.011788093484938145,
-0.002033847849816084,
-0.010026238858699799,
-0.0268607996404171,
0.018500886857509613,
-0.0032757834997028112,
-0.002340662758797407,
-0.014688355848193169,
0.004017730243504047,
0.0058302320539951324,
-0.00007170741446316242,
0.000007102265954017639,
-0.018513618037104607,
-0.004348478280007839,
0.02038961835205555,
0.00041152513585984707,
0.01894954964518547,
0.005646305158734322,
0.00032265979098156095,
0.007362659089267254,
0.020433293655514717,
0.024690721184015274,
-0.009020834229886532,
-0.008972881361842155,
0.02960878796875477,
0.022814225405454636,
0.00543978763744235,
0.02549213357269764,
0.002060785423964262,
-0.00824858620762825,
-0.006000676658004522,
-0.08139975368976593,
-0.005187119357287884,
-0.0039621745236217976,
-0.001179466606117785,
0.012278545647859573,
-0.005044982302933931,
0.005286053288727999,
0.005202773027122021,
-0.022032756358385086,
0.0010540196672081947,
0.007026479579508305,
-0.025700030848383904,
-0.013016202487051487,
0.00776711804792285,
0.010761483572423458,
-0.013533501885831356,
0.009228824637830257,
-0.006432348862290382,
-0.007644630502909422,
0.005850288551300764,
-0.0046991016715765,
-0.0069250487722456455,
-0.0058950455859303474,
-0.007738539017736912,
-0.0018864187877625227,
-0.018327128142118454,
-0.0025793651584535837,
-0.008749287575483322,
0.0038994960486888885,
0.006154948845505714,
-0.021301552653312683,
-0.023746807128190994,
0.0003132876008749008,
-0.010179714299738407,
0.011701676994562149,
-0.03188439831137657,
0.006429373286664486,
0.028486650437116623,
-0.011552114970982075,
-0.001709013944491744,
-0.0016961069777607918,
0.011867286637425423,
-0.018055427819490433,
0.011074414476752281,
-0.008791536092758179,
0.0029921617824584246,
0.01919890195131302,
0.017911870032548904,
0.005300619639456272,
-0.00006945664063096046,
0.0037387460470199585,
0.005579334683716297,
-0.008878113701939583,
0.006850839126855135,
-0.006161319091916084,
0.007201839238405228,
-0.013389315456151962,
-0.00491764210164547,
-0.009897160343825817,
-0.005112987011671066,
-0.005932274274528027,
-0.013488510623574257,
0.012747025117278099,
-0.013337796553969383,
0.02393629401922226,
-0.00690290704369545,
0.016153324395418167,
0.02441978268325329,
-0.004339591134339571,
-0.0029585426673293114,
-0.005124836228787899,
0.0023021637462079525,
-0.022661171853542328,
-0.009243674576282501,
-0.005733483470976353,
-0.01725757122039795,
-0.01294209435582161,
-0.002423205180093646,
0.012269149534404278,
-0.00014490075409412384,
-0.004255193751305342,
0.0108915064483881,
0.002195209264755249,
-0.026278190314769745,
-0.0021102349273860455,
0.0005038974341005087,
0.013322245329618454,
-0.02209482714533806,
0.018126128241419792,
-0.0077215018682181835,
0.017377976328134537,
-0.006243184208869934,
0.004272801801562309,
0.003330704290419817,
-0.014511039480566978,
-0.017353590577840805,
0.028901955112814903,
-0.0037382822483778,
0.003743391716852784,
0.0074469526298344135,
0.01857355237007141,
-0.00912456400692463,
0.013421460054814816,
-0.013264003209769726,
0.010060396045446396,
0.008450835943222046,
0.0039010150358080864,
0.00013013393618166447,
0.017394132912158966,
-0.0035964096896350384,
-0.021548017859458923,
-0.002940327860414982,
-0.009088517166674137,
0.010930576361715794,
0.007664763368666172,
0.0013701292918995023,
0.010020872578024864,
0.012444332242012024,
0.0736125186085701,
0.0011859671212732792,
0.015567723661661148,
-0.012711797840893269,
0.021427573636174202,
-0.02614806592464447,
0.00011024714331142604,
0.00816403515636921,
-0.013892395421862602,
-0.01997646875679493,
0.007312703877687454,
0.0058800457045435905,
-0.011752228252589703,
-0.007541281636804342,
-0.008035019040107727,
0.02368774637579918,
0.002642939332872629,
0.006239642389118671,
-0.018352825194597244,
-0.006193741224706173,
0.01186844240874052,
-0.02262905240058899,
-0.016918446868658066,
-0.0018507589120417833,
-0.003798216348513961,
-0.03657928854227066,
0.011821653693914413,
-0.016192538663744926,
0.0009723654948174953,
0.012100973166525364,
-0.00013163092080503702,
0.00019711768254637718,
-0.00631390605121851,
0.009135663509368896,
-0.008215936832129955,
0.0062435707077383995,
0.036576125770807266,
-0.013084874488413334,
0.013956509530544281,
0.02204151079058647,
0.02510669454932213,
-0.015920456498861313,
0.0029061203822493553,
0.015496757812798023,
0.016519321128726006,
-0.010954895988106728,
0.005725718103349209,
-0.007993650622665882,
-0.0035922969691455364,
-0.007336093112826347,
0.0005796798504889011,
0.018292922526597977,
0.007477800361812115,
-0.010032995603978634,
-0.0012850291095674038,
-0.013917512260377407,
0.001416175626218319,
-0.004450059495866299,
-0.0024110423400998116,
0.014635618776082993,
-0.01568026654422283,
0.010371826589107513,
0.008787460625171661,
-0.003647545585408807,
0.014063804410398006,
-0.00014075543731451035,
0.031277503818273544,
-0.02460131049156189,
-0.005477440543472767,
0.05257453769445419,
-0.037389591336250305,
-0.00852492731064558,
-0.013241205364465714,
0.0039447289891541,
0.007496959064155817,
-0.04067343473434448,
-0.010024061426520348,
-0.0004302295856177807,
-0.020164543762803078,
-0.021254342049360275,
0.015685152262449265,
0.012449000030755997,
-0.011731553822755814,
-0.008035127073526382,
0.0037381930742412806,
-0.011390808038413525,
-0.014190124347805977,
-0.07506643980741501,
-0.01113090943545103,
-0.008042325265705585,
-0.004148895386606455,
-0.012857663445174694,
-0.00449296273291111,
-0.00663578137755394,
0.00042249553371220827,
-0.00038798945024609566,
-0.0014391825534403324,
-0.00019986851839348674,
-0.006256802007555962,
-0.014609163627028465,
-0.007566265296190977,
0.008182695135474205,
0.013425486162304878,
-0.02526845782995224,
0.004268498159945011,
0.015929043292999268,
0.0004986431449651718,
-0.0030443398281931877,
0.017502877861261368,
0.029095664620399475,
0.0037641609087586403,
0.005969004239886999,
-0.08255179226398468,
-0.028122739866375923,
-0.003441837150603533,
0.0047722067683935165,
-0.00363817997276783,
-0.03278804197907448,
0.00676097022369504,
-0.004879143089056015,
-0.017204973846673965,
-0.01130545325577259,
0.0004609378520399332,
0.006185117177665234,
0.0011000955710187554,
0.02286428213119507,
-0.017967309802770615,
-0.00853792019188404,
0.008571081794798374,
0.008542703464627266,
-0.004952453076839447,
0.006888925097882748,
-0.004698746372014284,
0.017870696261525154,
-0.00523957097902894,
-0.011030509136617184,
-0.011866934597492218,
-0.006319672334939241,
0.001978539628908038,
0.016429418697953224,
0.015149619430303574,
-0.01240467093884945,
0.016781341284513474,
-0.0003728886367753148,
0.018859446048736572,
-0.021074075251817703,
-0.01155867986381054,
-0.0021065499167889357,
0.008796689100563526,
-0.012445088475942612,
0.008768170140683651,
-0.009711071848869324,
0.0031515024602413177,
0.013935437425971031,
-0.006233267951756716,
0.0006730658933520317,
-0.005182785913348198,
0.011857389472424984,
0.0032007298432290554,
-0.004561020061373711,
-0.006043807603418827,
-0.028897743672132492,
0.0011002630926668644,
-0.00637006526812911,
-0.02348225936293602,
0.011966364458203316,
0.012069424614310265,
0.015921244397759438,
-0.006205609999597073,
-0.0022823456674814224,
0.009743237867951393,
0.0028055524453520775,
0.006837682798504829,
0.015326659195125103,
0.001612617401406169,
0.07263640314340591,
-0.02341466397047043,
0.003018422983586788,
-0.020531324669718742,
-0.009670642204582691,
-0.0021796547807753086,
0.0030993660911917686,
0.005000765435397625,
-0.004914830904453993,
-0.004276538733392954,
-0.001607854850590229,
-0.008624237962067127,
-0.027902811765670776,
0.006926312111318111,
0.000027422327548265457,
-0.03526652604341507,
-0.007894482463598251,
0.012134075164794922,
-0.01159931905567646,
-0.012833705171942711,
0.008007900789380074,
0.016924206167459488,
-0.02308887615799904,
-0.00029124272987246513,
0.003316742368042469,
-0.007258296944200993,
0.01213912758976221,
0.0071915071457624435,
-0.006898288149386644,
-0.0018643448129296303,
-0.008354430086910725,
0.021910181269049644,
0.006393741816282272,
0.009551183320581913,
0.02754972130060196,
-0.017123905941843987,
0.014241711236536503,
0.004198797047138214,
-0.016899390146136284,
-0.000817455817013979,
-0.020486747846007347,
-0.018632246181368828,
0.0008938382379710674,
0.013060903176665306,
0.003386101685464382,
0.018640883266925812,
0.007267397828400135,
0.013076694682240486,
-0.008383914828300476,
0.00966600701212883,
0.010054606944322586,
0.01194690354168415,
0.009022429585456848,
0.012015902437269688,
-0.009146355092525482,
-0.03258364647626877,
-0.023292789235711098,
0.008883044123649597,
0.0038693398237228394,
0.003143731504678726,
0.00011522555723786354,
-0.01674334891140461,
-0.024626240134239197,
0.001078310189768672,
-0.008619182743132114,
0.022216130048036575,
-0.007741841021925211,
-0.007085762917995453,
-0.023444030433893204,
0.015306560322642326,
0.0026040938682854176,
-0.019888240844011307,
0.006619750522077084,
-0.0010053121950477362,
0.01195849571377039,
-0.012432890944182873,
-0.01894044131040573,
0.022968407720327377,
0.014388508163392544,
0.002973218448460102,
-0.011695876717567444,
0.011138608679175377,
-0.0009415280073881149,
0.014821791090071201,
-0.0003074486739933491,
0.002321516163647175,
-0.008379202336072922,
0.013297841884195805,
-0.002501651644706726,
0.011070327833294868,
0.014709766022861004,
0.00022907799575477839,
-0.005697213113307953,
0.014335114508867264,
0.005994725972414017,
0.03112352080643177,
-0.0050074877217411995,
0.0038190188352018595,
-0.017707103863358498,
0.028356248512864113,
0.02131231501698494,
0.022621743381023407,
-0.0101283835247159,
-0.018089082092046738,
0.00934181734919548,
-0.006691833026707172,
0.00045058783143758774,
-0.004421838093549013,
0.023592982441186905,
-0.008309202268719673,
0.005795248318463564,
-0.006963144987821579,
-0.010531074367463589,
-0.008030706085264683,
0.008294987492263317,
0.008657287806272507,
-0.021922308951616287,
0.026505853980779648,
-0.022766415029764175,
-0.006443317048251629,
-0.00224830349907279,
-0.015370693989098072,
0.02896261401474476,
0.00275600329041481,
0.03707113116979599,
-0.01699351705610752,
-0.00704328715801239,
-0.029653066769242287,
0.01599150151014328,
-0.006368578877300024,
0.014535179361701012,
-0.014135181903839111,
-0.011851266026496887,
0.01933572068810463,
-0.0004918556660413742,
-0.022566644474864006,
0.006802153307944536,
0.017126061022281647,
-0.00105532247107476,
0.016749078407883644,
0.016811462119221687,
-0.01614719070494175,
0.01289069652557373,
-0.025466781109571457,
0.006492720916867256,
-0.013692833483219147,
0.004756252281367779,
0.008095582947134972,
-0.00029921357054263353,
-0.00943395309150219,
0.009600132703781128,
0.0069284443743526936,
-0.0031991032883524895,
-0.006416902877390385,
0.004797167144715786,
0.018299678340554237,
0.005222756881266832,
-0.016090184450149536,
0.030972687527537346,
0.019455406814813614,
-0.023908521980047226,
-0.008521921932697296,
-0.01025902759283781,
-0.005734643433243036,
0.023806972429156303,
0.016118081286549568,
0.007179042790085077,
-0.003870732616633177,
0.017196595668792725,
-0.005815702490508556,
-0.004616117104887962,
-0.013127213343977928,
-0.02871980145573616,
-0.00697736069560051,
-0.015025760978460312,
0.0014561641728505492,
0.002535909414291382,
0.006550665944814682,
-0.01587352342903614,
0.009423348121345043,
-0.00527949258685112,
0.002659941092133522,
0.014996382407844067,
-0.010544013231992722,
-0.008555907756090164,
-0.007731985300779343,
-0.007170361466705799,
0.000041591585613787174,
0.0008429832523688674,
0.004909802228212357,
-0.005690142512321472,
-0.03599757328629494,
-0.018977057188749313,
0.0072985803708434105,
0.006889221258461475,
-0.011194543913006783,
0.003179951338097453,
-0.011209902353584766,
0.02203381061553955,
0.010713037103414536,
-0.015686994418501854,
-0.011355634778738022
] | [
-0.23082859814167023,
0.09365898370742798,
0.3217485547065735,
0.5277518033981323,
-0.17174090445041656,
-0.20998549461364746,
0.01884608156979084,
-0.02841925621032715,
-0.5427521467208862,
-0.5448352098464966,
-0.3288296163082123,
-0.01671971008181572,
-0.31387439370155334,
0.1619362086057663,
-0.1687687337398529,
0.13553039729595184,
0.5843586921691895,
0.3603374660015106,
-0.46514904499053955,
-0.5671620965003967,
0.009605949744582176,
0.17472243309020996,
-0.155764639377594,
-0.09609364718198776,
-0.08074478060007095,
0.3025626540184021,
-0.13925674557685852,
0.46669796109199524,
-0.0705009326338768,
-0.09465824067592621,
0.04304499551653862,
0.5290180444717407,
0.227504700422287,
-0.004522221628576517,
-0.21042102575302124,
-0.33041882514953613,
-0.3399803936481476,
-0.052314333617687225,
-0.08990588784217834,
-0.4463343322277069,
0.3974066376686096,
0.26258909702301025,
-0.4055737853050232,
0.4454360902309418,
-0.40327101945877075,
-0.5141233205795288,
-1.3477810621261597,
-0.02837989665567875,
-0.2580961585044861,
-0.16440096497535706,
-0.9520774483680725,
0.3738272786140442,
0.34194445610046387,
0.12682411074638367,
-0.31661468744277954,
0.2787927985191345,
-0.07493694126605988,
-0.2065073400735855,
0.3284873068332672,
-0.12756024301052094,
-0.12146247923374176,
-0.4567430317401886,
-0.3541642725467682,
0.24957220256328583,
-0.19698069989681244,
0.09636633098125458,
0.3549644947052002,
-0.11783979833126068,
-0.45595505833625793,
-0.040171220898628235,
0.06857302039861679,
-0.4514520466327667,
-0.244192972779274,
0.4267047345638275,
-0.3181927800178528,
0.0681314766407013,
0.037423133850097656,
-0.33713096380233765,
0.13689038157463074,
-0.08947820961475372,
-0.6368674635887146,
0.33687788248062134,
0.22175347805023193,
-0.6355330348014832,
0.7933768033981323,
0.16103212535381317,
-0.21700802445411682,
0.4770624041557312,
-0.37273186445236206,
0.7791008949279785,
-0.16135290265083313,
-0.7044535875320435,
0.5372008681297302,
0.2971509099006653,
0.38994061946868896,
0.4390900731086731,
0.07213796675205231,
-0.337193101644516,
0.7557985186576843,
0.10006421059370041,
0.17687909305095673,
-0.43152084946632385,
-0.062497954815626144,
0.05437524616718292,
-0.3996651768684387,
-0.6081385016441345,
-0.6183714270591736,
-0.369581401348114,
-0.2616666853427887,
0.35243186354637146,
-0.6430111527442932,
0.2075418084859848,
-0.3318735659122467,
0.14209210872650146,
-0.012468438595533371,
0.09722986072301865,
0.15042634308338165,
-0.07272465527057648,
-0.45053425431251526,
0.35617369413375854,
-0.0916929766535759,
1.4241492748260498,
0.40524011850357056,
0.465955525636673,
0.25645601749420166,
0.14579489827156067,
0.7326969504356384,
0.7884001135826111,
-0.29177844524383545,
0.23833730816841125,
0.28691330552101135,
0.9759593605995178,
0.4117891192436218,
-0.3389415144920349,
0.009472884237766266,
-0.1402936726808548,
0.13783076405525208,
0.4579710364341736,
-0.17546553909778595,
-0.03091457113623619,
-0.4230721890926361,
-0.4045981168746948,
0.0341985784471035,
0.4078984558582306,
0.2938302457332611,
0.1729239672422409,
-0.16019968688488007,
-0.4869518280029297,
-0.12438628822565079,
0.10011448711156845,
-0.1294844001531601,
0.08415775746107101,
-0.6842187643051147,
-0.05414508655667305,
-0.1470215767621994,
1.0360081195831299,
-0.4127689003944397,
0.04445582628250122,
-0.29927608370780945,
0.03822186216711998,
0.18729841709136963,
0.24789081513881683,
-0.796876847743988,
-0.43418872356414795,
0.08080992102622986,
-0.7371697425842285,
0.263502299785614,
0.1538371592760086,
0.22373878955841064,
0.3018987476825714,
-0.0459752231836319,
-0.24563351273536682,
-0.23529879748821259,
-0.5378850102424622,
-0.4840869903564453,
0.3429088592529297,
0.0697651132941246,
0.16954639554023743,
0.44067487120628357,
0.10961049050092697,
-0.7161303758621216,
0.008456703275442123,
0.19953498244285583,
-0.5451592803001404,
0.012839829549193382,
0.5721696615219116,
0.4894924461841583,
-0.2900576591491699,
-0.17568419873714447,
-0.290026992559433,
-0.9362753629684448,
-0.08959635347127914,
0.395325243473053,
-0.9755151271820068,
1.5179016590118408,
0.35971134901046753,
0.12334120273590088,
0.9077076315879822,
-0.5077444911003113,
0.11073760688304901,
0.13999877870082855,
0.08924148976802826,
0.5593534708023071,
-0.40062519907951355,
-0.5663325786590576,
0.2579311430454254,
-0.29968851804733276,
0.056378863751888275,
-1.0199973583221436,
0.38530030846595764,
0.11058655381202698,
-0.36878275871276855,
0.3134751319885254,
-0.3018081784248352,
0.4465016722679138,
0.37345877289772034,
-0.2617044150829315,
0.009700817987322807,
0.08365397155284882,
-0.19366523623466492,
1.1028714179992676,
-0.05337461829185486,
0.1768134981393814,
0.40413764119148254,
-0.128118634223938,
0.7103721499443054,
0.869832456111908,
0.5606346726417542,
1.1249221563339233,
-0.3325994610786438,
-0.0029296078719198704,
-0.14767970144748688,
0.4229961633682251,
-0.4186559021472931,
-0.24833135306835175,
-0.14679573476314545,
0.6176786422729492,
-0.5389289855957031,
0.3319004476070404,
-0.07863908261060715,
-0.21259723603725433,
0.4681066572666168,
-0.06545072793960571,
0.03966797515749931,
0.4004257321357727,
-0.3073138892650604,
-0.5684390068054199,
-0.1137407124042511,
-0.707953929901123,
-0.09905838221311569,
-0.04839559271931648,
0.711563766002655,
0.2799616754055023,
-0.5316711664199829,
-0.3441898226737976,
0.22533611953258514,
-0.028519563376903534,
-0.6117371916770935,
-0.08248456567525864,
0.36686021089553833,
-0.07401585578918457,
-0.32379138469696045,
-0.06446128338575363,
-0.1553872972726822,
-0.16238698363304138,
-0.4893686771392822,
-0.14877238869667053,
-0.6387783288955688,
0.4912985563278198,
0.38248908519744873,
-0.014312385581433773,
-0.7521013617515564,
-0.38100555539131165,
0.2440364956855774,
0.006185679696500301,
-0.7536794543266296,
0.266782283782959,
0.3011212646961212,
-0.8491942286491394,
-0.6954924464225769,
-0.18178540468215942,
0.45894455909729004,
0.3955098092556,
-0.1787339299917221,
-0.2197682112455368,
-0.361051470041275,
-0.20498858392238617,
-0.2931425869464874,
-0.46396514773368835,
-0.18275980651378632,
0.13110888004302979,
0.6491944193840027,
-0.34677815437316895,
-0.4058815836906433,
0.8022019863128662,
0.6323199272155762,
-0.04582681506872177,
0.17647835612297058,
0.36585143208503723,
-0.010456726886332035,
-0.4538251459598541,
0.003223762847483158,
-0.02440108172595501,
-0.16660168766975403,
-0.5083509087562561,
-0.03141796961426735,
-0.2328677922487259,
0.3612053096294403,
-5.810898303985596,
-0.010109550319612026,
-0.535953164100647,
0.2555698752403259,
-0.984573483467102,
-0.12318439781665802,
0.7139514684677124,
0.14200462400913239,
0.10339551419019699,
-0.26004984974861145,
0.3500435948371887,
0.1292906105518341,
-0.30858275294303894,
0.51791912317276,
-0.018472975119948387,
0.2564634680747986,
0.4355609714984894,
0.27665963768959045,
0.21000592410564423,
0.07532324641942978,
0.23087899386882782,
-0.026120353490114212,
-0.11425367742776871,
-0.007691733073443174,
0.10484012216329575,
0.07740694284439087,
-0.950786828994751,
0.3415864109992981,
-0.25511041283607483,
-0.18597853183746338,
-0.08266907930374146,
-0.3908687233924866,
-0.6130974292755127,
-0.4744804799556732,
0.09788816422224045,
0.32089629769325256,
0.4369537830352783,
0.3269103467464447,
0.004730687476694584,
-0.22398632764816284,
0.29822587966918945,
0.46831849217414856,
0.22560803592205048,
0.20530563592910767,
0.5464007258415222,
-0.2171192318201065,
-0.31713342666625977,
-0.08930011093616486,
-0.20628972351551056,
0.6554456949234009,
-0.3457094728946686,
-0.1010749563574791,
0.3474504351615906,
-0.1317363679409027,
-0.0749773234128952,
-0.3003319799900055,
0.19400109350681305,
0.24436236917972565,
-0.594448447227478,
0.5601724982261658,
0.47568562626838684,
-0.3418244421482086,
0.5950931906700134,
-1.1570707559585571,
-0.3637860417366028,
0.634681761264801,
-0.8251152634620667,
-0.5237206220626831,
0.24599884450435638,
-0.07300764322280884,
-0.4687388241291046,
0.28954678773880005,
0.06227349489927292,
-0.41761335730552673,
0.27039745450019836,
-0.8191996216773987,
0.24426616728305817,
0.3007829785346985,
-0.19565168023109436,
0.32997313141822815,
-0.165696382522583,
-0.8300307989120483,
-0.20938241481781006,
-0.17016752064228058,
-0.1450379341840744,
-0.34911414980888367,
-0.31499069929122925,
-0.34320369362831116,
-0.16922295093536377,
0.48275771737098694,
0.5780940651893616,
-0.2086309790611267,
0.4415014386177063,
0.8050274848937988,
0.7097870707511902,
0.5476089715957642,
0.5553922653198242,
0.2650534212589264,
0.0303089190274477,
-0.22018714249134064,
0.42002901434898376,
-0.40547308325767517,
-0.06747721880674362,
-0.4099043607711792,
-0.15917950868606567,
0.300111323595047,
-0.4482029378414154,
0.08016486465930939,
0.9389936923980713,
-0.44803789258003235,
-0.16630986332893372,
-0.21891917288303375,
-0.33692651987075806,
-0.09106632322072983,
0.2366728037595749,
0.12669675052165985,
-0.12457332015037537,
0.11873793601989746,
0.3650186061859131,
-0.1912415772676468,
0.20795954763889313,
0.509943962097168,
0.32200178503990173,
0.02201489917933941,
-0.2815147340297699,
-0.6301836371421814,
0.24625606834888458,
0.29822129011154175,
0.21438807249069214,
-0.02281987853348255,
0.24487867951393127,
0.6287717819213867,
0.06302174925804138,
-0.05519585683941841,
0.5041681528091431,
-0.599124014377594,
0.007368792314082384,
0.2617931663990021,
0.14298363029956818,
-0.7003958821296692,
0.7708445191383362,
-0.07908736169338226,
-0.05344460532069206,
-0.034063052386045456,
0.4463827311992645,
0.21903222799301147,
-0.19342638552188873,
0.04614247381687164,
-0.2305239588022232,
0.425803542137146,
-0.24187374114990234,
-0.4023389518260956,
0.10422682762145996,
0.28918036818504333,
0.03271578252315521,
0.19975046813488007,
0.2784214913845062,
0.17301888763904572,
0.4352926015853882,
-0.29435279965400696,
0.5973033308982849,
-0.17522859573364258,
-0.8869987726211548,
-0.08289965242147446,
0.1366509646177292,
-0.005821795668452978,
-0.2644336223602295,
0.01749471202492714,
-0.14005160331726074,
0.39631080627441406,
0.08797488361597061,
-0.5700840353965759,
-0.0615207739174366,
-0.5879541039466858,
-0.03392263501882553,
0.1316954791545868,
0.21555465459823608,
-0.04964001849293709,
-0.11578385531902313,
0.3878399729728699,
-0.15230552852153778,
-0.7440367341041565,
0.20077542960643768,
0.013933197595179081,
0.6019567251205444,
-0.027740316465497017,
-0.07534906268119812,
0.22474108636379242,
-0.16252386569976807,
-0.35254818201065063,
0.5149389505386353,
-0.1129378229379654,
0.30997928977012634,
0.38532087206840515,
0.04499027132987976,
-0.45107945799827576,
0.4677126705646515,
-0.2218504548072815,
-0.0020103103015571833,
-0.5103578567504883,
-0.03843724727630615,
0.4010217785835266,
-0.444806307554245,
0.5448864102363586,
0.37750571966171265,
-0.5633186101913452,
-0.1339678019285202,
-0.1708814799785614,
-0.1277943253517151,
-0.2860488295555115,
-0.6747270226478577,
-0.22553880512714386,
-0.11837291717529297,
-0.047884974628686905,
0.04395737126469612,
-0.05652466416358948,
0.5331270694732666,
0.20310111343860626,
-0.34043464064598083,
0.211487278342247,
-0.14800898730754852,
-0.05943254008889198,
-0.35627296566963196,
-0.3672719895839691,
-0.07502757012844086,
0.132912740111351,
0.2995942234992981,
-0.38825878500938416,
-0.14442078769207,
-0.04014613851904869,
-0.2753298282623291,
-0.3685798943042755,
0.12176340818405151,
0.10091529786586761,
-0.29985883831977844,
-0.23683977127075195,
-0.11505153775215149,
0.5283568501472473,
0.15630589425563812,
-0.14527471363544464,
0.10733982175588608,
0.886008083820343,
-0.2737473249435425,
-0.32314974069595337,
-0.040318142622709274,
0.5356216430664062,
-0.09401335567235947,
-0.38757744431495667,
-0.5812820196151733,
-0.05194656550884247,
0.23234176635742188,
-0.3631259500980377,
0.018303023651242256,
-0.031002966687083244,
1.0031020641326904,
0.3215336203575134,
-0.24405929446220398,
-0.7784957885742188,
0.11435844749212265,
0.07741895318031311,
0.1950540542602539,
-0.5092741847038269,
-0.19015814363956451,
-0.5308366417884827,
0.22530482709407806,
0.42632201313972473,
-0.4537765681743622,
-0.5855656862258911,
0.3844955265522003,
-0.7377879619598389,
0.3855607211589813,
-0.16846391558647156,
0.264548659324646,
0.2773165702819824,
0.36761412024497986,
-0.15887679159641266,
-0.4598523676395416,
-0.04634193703532219,
-0.1663794219493866,
-0.15732797980308533,
-0.3302934169769287,
-0.04428405314683914,
0.053311485797166824,
0.0016958583146333694,
0.4103575050830841,
-0.0023899925872683525,
0.32853245735168457,
0.17434479296207428,
-0.03986121714115143,
-0.055973511189222336,
-0.7639881372451782,
0.4297226667404175,
-0.5506272315979004,
0.0593482069671154,
-0.19387567043304443,
-0.37633323669433594,
0.388153612613678,
0.5621450543403625,
0.04702688753604889,
0.2053624540567398,
-0.27051809430122375,
0.7103731036186218,
0.5284130573272705,
-0.8202053308486938,
0.26240837574005127,
0.5975464582443237,
-0.09006387740373611,
0.11495522409677505,
0.0787254199385643,
-0.25268107652664185,
0.44172462821006775,
0.00024147325893864036,
0.1847376972436905,
0.5268428921699524,
-0.652346670627594,
-0.23869043588638306,
-0.025475231930613518,
-0.1149970144033432,
0.8707233667373657,
0.14614056050777435,
0.04837784916162491,
0.5806459784507751,
0.49331578612327576,
-0.25150367617607117,
-0.6186708807945251,
0.5173970460891724,
-0.12552118301391602,
0.05965209752321243,
-0.06411650031805038,
0.4762015640735626,
0.30744725465774536,
0.09012304991483688,
-0.17843185365200043,
0.1847379207611084,
0.20787079632282257,
0.3741931915283203,
0.41289085149765015,
0.30645519495010376,
-0.05736580863595009,
0.13428029417991638,
0.5850841403007507,
0.12518899142742157,
-0.7251542210578918,
-0.059988148510456085,
-0.6087910532951355,
0.4480816125869751,
0.34499117732048035,
0.11968368291854858,
-0.027486363425850868,
0.5843427181243896,
0.05325150117278099,
0.2482633739709854,
-0.07082923501729965,
0.2549455761909485,
-0.4264236390590668,
-0.053384929895401,
0.37479367852211,
-0.1622888147830963,
-0.1013154461979866,
0.5999674797058105,
0.0009620898636057973,
0.24711549282073975,
-0.08718391507863998,
0.026646828278899193,
-0.7576902508735657,
0.03698693960905075,
0.712973415851593,
-0.09534560889005661,
0.2962493598461151,
-0.27345526218414307,
-0.631304919719696,
0.211442768573761,
-0.42663535475730896,
0.5672871470451355,
-0.3814540505409241,
-0.5233181715011597,
-0.03532930463552475,
0.19624070823192596,
0.01913771592080593,
0.21010231971740723,
0.38062798976898193,
-0.18114116787910461,
0.08570334315299988,
-0.4503503441810608,
-0.1892477422952652,
-0.024149930104613304,
0.31182676553726196,
0.33198976516723633,
0.35498106479644775,
0.06098778173327446,
-0.12665189802646637,
-0.6865160465240479,
0.2155962735414505,
0.3474353849887848,
0.5619017481803894,
0.4145430028438568,
-0.7522475719451904,
1.1001017093658447,
0.41974371671676636,
0.24879199266433716,
0.008982177823781967,
-0.36022669076919556,
0.16171197593212128,
0.6131532192230225,
-0.5148965716362,
0.29507938027381897,
-0.654720664024353,
-0.025828683748841286,
-0.5372539758682251,
0.13645818829536438,
0.07153209298849106,
0.2592751681804657,
-0.3064303994178772,
-0.2720279097557068,
0.2520778179168701,
0.2694288194179535,
0.0736156702041626,
-0.15268197655677795,
-0.2903936505317688,
-0.21255460381507874,
-0.49943792819976807,
-0.5300307869911194,
0.8480406999588013,
-0.12891535460948944,
0.4720200300216675,
-0.2710162103176117,
0.38805893063545227,
0.04868878424167633,
-0.0948866531252861,
0.20514513552188873,
0.06733466684818268,
0.10395319759845734,
-0.6796378493309021,
0.7235976457595825,
-0.8545532822608948,
0.21549932658672333,
0.07248206436634064,
0.22072277963161469,
0.404124915599823,
-0.48409703373908997,
-0.3537718951702118,
-0.3887132406234741,
-0.3199238181114197,
0.47924649715423584,
-0.28686708211898804,
0.6316669583320618,
-0.08566838502883911,
-0.4636521637439728,
-1.0896987915039062,
0.16557906568050385,
0.36453089118003845,
-0.16778995096683502,
-0.11126825958490372,
-0.5889496207237244,
-0.2779400944709778,
0.25992849469184875,
0.06120450049638748,
-0.582291305065155,
-0.15450897812843323,
-0.0536646842956543
] |
For the merging function m, the simplest choice would be a simple vector concatenation of ψ(x) and φ(τ). Note however, that the MLP f which takes in the output of m and outputs the action-value quantiles, only has a single hidden layer in the DQN network. Therefore, to force a sufficiently early interaction between the two representations, we also considered a multiplicative function m(ψ, φ) = ψ φ, where denotes the element-wise (Hadamard) product of two vectors, as well as a ‘residual’ function m(ψ, φ) = ψ (1 + φ). | [
-0.003725973889231682,
0.014664711430668831,
-0.003934782929718494,
0.0017189561622217298,
-0.0003697252832353115,
-0.029092194512486458,
0.006186190992593765,
0.008635684847831726,
-0.012648951262235641,
0.0038478218484669924,
-0.010471451096236706,
0.0065451739355921745,
-0.006965037435293198,
0.0062393853440880775,
-0.02447785809636116,
-0.005049528554081917,
-0.010037802159786224,
-0.0005846871063113213,
0.0014402865199372172,
0.0010091883596032858,
-0.002340496750548482,
0.026825234293937683,
0.008695067837834358,
0.028185272589325905,
-0.01916896179318428,
0.003137769643217325,
-0.010348103009164333,
0.015536373481154442,
0.009570525959134102,
-0.002190124010667205,
0.009082655422389507,
0.0006449536886066198,
-0.012511614710092545,
0.02362845465540886,
0.0015800100518390536,
0.028617605566978455,
-0.012203173711895943,
0.017243199050426483,
0.0186675563454628,
-0.004581281449645758,
-0.0004192441701889038,
-0.005696092266589403,
0.0061976490542292595,
-0.010486161336302757,
-0.005897771567106247,
-0.011220665648579597,
-0.0049340385012328625,
-0.029673682525753975,
0.00334773026406765,
-0.0022969753481447697,
-0.012278266251087189,
-0.022702913731336594,
-0.007251061499118805,
-0.012062528170645237,
-0.0032321580220013857,
-0.010985933244228363,
0.013806186616420746,
-0.019879620522260666,
-0.007130452897399664,
0.0021128414664417505,
-0.019671086221933365,
0.033347323536872864,
0.008131793700158596,
-0.021030673757195473,
-0.0013666374143213034,
-0.06767676770687103,
0.007830938324332237,
0.004658683203160763,
0.0008622828754596412,
0.005801874678581953,
-0.0012412572978064418,
0.007222674787044525,
-0.03311384469270706,
-0.002143132034689188,
0.00017385033424943686,
-0.015558060258626938,
-0.01626848801970482,
0.012645091861486435,
-0.03311114013195038,
-0.005996981635689735,
0.006725715473294258,
0.004455428570508957,
-0.0061053382232785225,
-0.004049503710120916,
0.006448790431022644,
-0.0067032198421657085,
-0.01740773767232895,
0.025457903742790222,
0.007184912450611591,
0.003948880359530449,
0.005375265143811703,
0.0028991783037781715,
0.028141582384705544,
0.0028136898763477802,
0.007911176420748234,
0.01797330006957054,
0.0016186232678592205,
0.0006424982566386461,
-0.0018039676360785961,
0.023308832198381424,
-0.0037279666867107153,
0.017574427649378777,
0.012498266994953156,
0.0025815495755523443,
-0.0024889218620955944,
0.008368926122784615,
0.006045156624168158,
0.032626405358314514,
0.018786422908306122,
0.006350272335112095,
-0.01390170119702816,
0.004278402775526047,
-0.01034425850957632,
0.01639970950782299,
0.003221979131922126,
0.00046686490532010794,
-0.008557642810046673,
0.008803094737231731,
0.011052331887185574,
0.0014861796516925097,
0.05267282575368881,
0.012646127492189407,
0.008131989277899265,
0.001777463243342936,
0.012623032554984093,
-0.0024390886537730694,
-0.016254743561148643,
-0.012621069326996803,
0.006633186712861061,
0.004287706222385168,
-0.009971534833312035,
0.016133662313222885,
0.002702899742871523,
-0.003243884304538369,
-0.001463983440771699,
-0.007167601026594639,
0.0003687294665724039,
-0.02145337127149105,
0.008350057527422905,
0.02129419893026352,
-0.0061213308945298195,
0.006799254100769758,
0.005943011492490768,
0.008989236317574978,
0.016084427013993263,
0.007231986615806818,
-0.032519713044166565,
0.008968083187937737,
0.0027045034803450108,
0.012459564954042435,
-0.024112876504659653,
-0.0005646577337756753,
0.0029373946599662304,
-0.004310097545385361,
-0.0014224373735487461,
-0.00038437056355178356,
-0.009311098605394363,
-0.025586113333702087,
-0.00911593995988369,
0.0013422011397778988,
-0.005419585388153791,
-0.013799035921692848,
-0.0018048747442662716,
0.008002223446965218,
-0.030071547254920006,
0.009133257903158665,
-0.022583626210689545,
0.0014321766793727875,
-0.005386038683354855,
0.0003402715956326574,
-0.005863113794475794,
0.03631328046321869,
0.02748129703104496,
-0.0017684891354292631,
0.009359119459986687,
0.00655956007540226,
-0.028892865404486656,
0.003486214205622673,
-0.017710907384753227,
0.06683046370744705,
-0.006881947163492441,
-0.008838956244289875,
-0.005556344520300627,
0.0021698842756450176,
0.006618160754442215,
-0.029051274061203003,
0.00957830622792244,
0.00033340667141601443,
-0.010346587747335434,
-0.019560040906071663,
0.006455050315707922,
-0.01558025274425745,
-0.02887185476720333,
-0.003873853012919426,
0.014177381992340088,
0.0021163541823625565,
-0.0014330940321087837,
0.004174224101006985,
-0.01342589221894741,
-0.003335328307002783,
0.02721364051103592,
-0.016481980681419373,
0.007576921489089727,
0.01268852036446333,
0.012352028861641884,
0.005137269850820303,
0.024161573499441147,
-0.01654236391186714,
0.005573299713432789,
0.013318665325641632,
-0.004110746085643768,
0.0008731808047741652,
-0.017102062702178955,
-0.02574632316827774,
0.02227272279560566,
-0.011268099769949913,
-0.01015331782400608,
0.0007559655932709575,
0.032249659299850464,
-0.009193706326186657,
0.0003316393122076988,
-0.001770139206200838,
-0.005466415546834469,
-0.014135108329355717,
-0.00033621187321841717,
0.013771634548902512,
-0.015920091420412064,
0.012375657446682453,
-0.009024825878441334,
-0.001755869947373867,
0.01843932457268238,
-0.010689644142985344,
-0.006623648107051849,
0.02154955267906189,
0.008847270160913467,
-0.002825621049851179,
0.004286921117454767,
0.009272418916225433,
0.0173813309520483,
-0.007796517573297024,
-0.0016289020422846079,
-0.006528617814183235,
-0.0053950147703289986,
-0.00912641454488039,
0.028917793184518814,
-0.02017081156373024,
0.01725604571402073,
0.017611753195524216,
0.013111889362335205,
-0.016635477542877197,
0.002769047161564231,
0.0012802255805581808,
0.002214426640421152,
-0.0023917672224342823,
-0.004429451189935207,
0.025724846869707108,
0.008994784206151962,
0.01561177521944046,
0.020216897130012512,
-0.0123738469555974,
-0.0020170435309410095,
0.0017949853790923953,
-0.014194004237651825,
-0.0056038773618638515,
0.02393191121518612,
0.010900246910750866,
-0.000980537268333137,
-0.014862194657325745,
0.006875841878354549,
0.006499643437564373,
0.0021930576767772436,
-0.006129467859864235,
-0.014209248125553131,
-0.08144065737724304,
-0.006730146240442991,
0.0055651580914855,
0.0303783155977726,
0.005648792255669832,
-0.011934823356568813,
-0.006758849136531353,
-0.01476014219224453,
-0.007523251697421074,
-0.000467657926492393,
-0.0032250448130071163,
-0.00861264392733574,
-0.011743001639842987,
-0.005130163859575987,
0.004225393757224083,
0.00013239140389487147,
0.013312499970197678,
-0.002303415210917592,
-0.01526295579969883,
-0.001277443952858448,
-0.0028445934876799583,
-0.004813646897673607,
-0.0032276238780468702,
0.006031326483935118,
-0.024053331464529037,
-0.0015541238244622946,
0.015879003331065178,
-0.008517805486917496,
0.01572558470070362,
-0.0013723826268687844,
0.004808816127479076,
-0.010402114130556583,
0.005412513855844736,
-0.01621386781334877,
0.016421111300587654,
0.01696106418967247,
0.014173738658428192,
0.0049879602156579494,
-0.009435717016458511,
0.002411274705082178,
-0.013704750686883926,
0.0008138138800859451,
0.007793670520186424,
0.0023532446939498186,
-0.0010776764247566462,
-0.007105471566319466,
-0.008731706999242306,
-0.036911919713020325,
0.01239894051104784,
-0.00028984714299440384,
0.008837864734232426,
0.009469272568821907,
0.0029579417314380407,
0.010011976584792137,
-0.00751874502748251,
0.0013220650143921375,
0.022835876792669296,
-0.014508003368973732,
-0.011412270367145538,
-0.012385274283587933,
-0.007175037171691656,
0.0022642442490905523,
-0.00031696201767772436,
-0.0022297282703220844,
-0.005304005928337574,
-0.0024033389054238796,
0.01105225458741188,
-0.014405234716832638,
-0.012563291005790234,
-0.0032692216336727142,
0.03559603914618492,
-0.011347603984177113,
-0.0016657677479088306,
-0.0009158364846371114,
-0.000512109138071537,
-0.01626960188150406,
-0.006633052136749029,
-0.006556336767971516,
-0.007905887439846992,
-0.010615568608045578,
-0.016590720042586327,
0.011189368553459644,
0.026935137808322906,
-0.009243018925189972,
-0.025639168918132782,
0.010577784851193428,
0.005718139931559563,
-0.00851236842572689,
0.008649555966258049,
-0.012978510931134224,
-0.018368517979979515,
-0.008720365352928638,
-0.011046336963772774,
0.008102236315608025,
-0.024055659770965576,
-0.020687565207481384,
0.00561273330822587,
-0.0024084136821329594,
0.0013949454296380281,
0.004614304751157761,
0.005584987811744213,
-0.009945280849933624,
0.020553546026349068,
-0.012315858155488968,
0.024472467601299286,
0.006310389842838049,
-0.01285477913916111,
-0.02248544618487358,
-0.012331110425293446,
-0.0005102908471599221,
0.005202359054237604,
0.004092586692422628,
-0.010979114100337029,
0.005019791424274445,
0.004026766866445541,
0.00018163025379180908,
-0.025716913864016533,
-0.018992595374584198,
0.073894202709198,
0.01581721007823944,
0.006253874395042658,
-0.012446919456124306,
0.00977279618382454,
-0.029434088617563248,
-0.017165102064609528,
0.02058805711567402,
-0.007676402106881142,
0.020898966118693352,
0.00812733918428421,
0.017261849716305733,
-0.018560994416475296,
0.011015057563781738,
-0.020020820200443268,
-0.009415196254849434,
-0.015600945800542831,
-0.01069228071719408,
0.013661092147231102,
0.013759054243564606,
-0.009148155339062214,
0.006091771647334099,
-0.0009673342574387789,
-0.04595266282558441,
0.003264153841882944,
-0.01906542479991913,
0.020204009488224983,
-0.016889218240976334,
0.010795006528496742,
0.007541707716882229,
0.01011834479868412,
-0.02204844169318676,
-0.00770223792642355,
-0.01593843474984169,
0.02259327843785286,
0.004939035512506962,
0.006599641405045986,
-0.004520297050476074,
-0.006768695078790188,
-0.004143508616834879,
-0.005229531787335873,
-0.008974669501185417,
0.005878446623682976,
0.007982300594449043,
-0.00702115660533309,
-0.0148766515776515,
0.012413977645337582,
-0.009745072573423386,
-0.014185350388288498,
0.003273073583841324,
-0.0016267000464722514,
0.0017752533312886953,
0.002229680772870779,
0.0380755290389061,
-0.01890791952610016,
-0.005280212499201298,
0.025231173262000084,
-0.005587962456047535,
-0.010664738714694977,
0.01781049370765686,
-0.0093211829662323,
0.000515802763402462,
-0.004567715339362621,
-0.0219211857765913,
-0.005096436478197575,
-0.024452194571495056,
-0.0037421355955302715,
-0.0042909737676382065,
0.029640689492225647,
0.00614138413220644,
0.004048000555485487,
-0.010564876720309258,
0.007312103174626827,
-0.00720001757144928,
0.012803577817976475,
0.008589663542807102,
-0.012797375209629536,
-0.03062775358557701,
0.008121704682707787,
-0.0025645566638559103,
0.015996359288692474,
-0.01080639660358429,
-0.018898019567131996,
0.0077224066480994225,
0.000025796121917665005,
-0.03764844685792923,
-0.00467063719406724,
-0.07542873919010162,
0.004508667625486851,
-0.007126753218472004,
-0.0027073475066572428,
0.009475531056523323,
-0.0033928470220416784,
-0.013224247843027115,
-0.0023168863262981176,
0.014742938801646233,
-0.005368240177631378,
-0.0010803714394569397,
0.0006465031765401363,
-0.020827384665608406,
-0.008141384460031986,
0.004480599891394377,
-0.004143518395721912,
-0.012079176492989063,
0.005253426730632782,
-0.00956034753471613,
0.02371811866760254,
-0.005942301359027624,
-0.023533282801508904,
0.046402063220739365,
-0.01494305208325386,
-0.015656132251024246,
-0.08267534524202347,
0.006311704404652119,
0.018385399132966995,
0.005534023977816105,
-0.016257477924227715,
-0.00525418296456337,
-0.0022575187031179667,
-0.010511983186006546,
-0.002555829007178545,
-0.010029608383774757,
0.010708017274737358,
-0.0005548610351979733,
0.0010879645124077797,
-0.004100360907614231,
0.0049865832552313805,
-0.003348798956722021,
0.016372201964259148,
-0.008205567486584187,
-0.014845452271401882,
-0.00888289324939251,
-0.00662398524582386,
0.006789046339690685,
-0.007781118620187044,
-0.007459928281605244,
-0.004352979362010956,
-0.0007879200857132673,
-0.023872075602412224,
0.00620137108489871,
-0.008581621572375298,
0.006304045207798481,
0.009750112891197205,
0.0023560726549476385,
0.013478945940732956,
-0.010875865817070007,
-0.011478736065328121,
-0.010983850806951523,
-0.0019830584060400724,
-0.0019613506738096476,
-0.01791580393910408,
-0.021338630467653275,
-0.0035843034274876118,
0.005913122557103634,
0.008368127979338169,
0.006176998373121023,
-0.031034348532557487,
0.00710564898326993,
0.0019946955144405365,
-0.0033345958217978477,
-0.003072283696383238,
-0.014692517928779125,
0.012518243864178658,
0.002633890602737665,
0.005891850218176842,
0.0039687445387244225,
-0.0015388334868475795,
0.018821021541953087,
0.0024812340270727873,
0.0210261270403862,
0.017241595312952995,
0.006707498803734779,
-0.01167566329240799,
0.005500816740095615,
-0.005640316754579544,
0.07211347669363022,
-0.009559808298945427,
0.009515640325844288,
-0.013661472126841545,
0.0015788765158504248,
0.005791203584522009,
-0.02199951931834221,
-0.0011833291500806808,
0.0191924087703228,
-0.015582205727696419,
0.016425924375653267,
-0.010495925322175026,
0.003007341641932726,
0.01167016476392746,
-0.0036862967535853386,
-0.013882219791412354,
0.0055267466232180595,
0.022562740370631218,
-0.022966360673308372,
0.01632740907371044,
0.0030315278563648462,
-0.007081810384988785,
0.008352087810635567,
0.010256325826048851,
-0.0014266778016462922,
0.00016322993906214833,
-0.0033409949392080307,
0.0006554252468049526,
-0.02804425358772278,
-0.00019295280799269676,
0.002683351282030344,
-0.01114927139133215,
-0.001392144476994872,
-0.02035846933722496,
0.014433225616812706,
0.01727227121591568,
0.004602809902280569,
0.0053696902468800545,
0.02151576802134514,
0.00012336298823356628,
-0.020032444968819618,
0.00377916032448411,
-0.00951723475009203,
0.010882999747991562,
0.009540406987071037,
0.017211226746439934,
0.011726564727723598,
0.006419768091291189,
-0.01893148012459278,
-0.010557922534644604,
-0.011358381249010563,
-0.0010839644819498062,
-0.007892091758549213,
-0.013975304551422596,
0.009451882913708687,
0.00528336176648736,
-0.0034287848975509405,
0.007425602525472641,
-0.024662131443619728,
0.0063465433195233345,
-0.005500727333128452,
-0.010471982881426811,
0.001536255469545722,
0.003285979852080345,
0.00019894074648618698,
0.01797105371952057,
0.018284132704138756,
-0.007126792334020138,
-0.012125005945563316,
0.011251404881477356,
0.001785619300790131,
-0.015069393441081047,
0.0009194479789584875,
0.004613001365214586,
0.011938188225030899,
0.01677403599023819,
-0.0009526989888399839,
0.008409165777266026,
0.011320809833705425,
0.009983038529753685,
-0.008291266858577728,
-0.006640370935201645,
0.01047591120004654,
-0.004971474874764681,
0.013447822071611881,
0.02432972565293312,
0.00708430353552103,
0.013638224452733994,
-0.004305679351091385,
0.0070732650347054005,
0.02720223180949688,
-0.004889604169875383,
0.005418648011982441,
-0.011855576187372208,
0.002076113363727927,
0.03129982948303223,
-0.0069636693224310875,
0.007495411206036806,
-0.00022884877398610115,
0.004154234658926725,
0.01796853169798851,
-0.0032572089694440365,
-0.00038673251401633024,
-0.006024645641446114,
-0.010107600130140781,
0.0031884468626230955,
0.014731241390109062,
0.0021157064475119114,
-0.0021174740977585316,
0.03022867813706398,
0.024681653827428818,
0.0044556609354913235,
0.002699589356780052,
-0.013492963276803493,
-0.018038609996438026,
0.0050727371126413345,
-0.009679987095296383,
0.02007581852376461,
-0.01619119942188263,
-0.005897860508412123,
-0.011183023452758789,
-0.0014058769447728992,
-0.0037380652502179146,
0.009114589542150497,
0.0016534479800611734,
-0.013449395075440407,
-0.007912863045930862,
0.009386742487549782,
-0.02080973982810974,
-0.006730625405907631,
0.014438573271036148,
-0.0015035714022815228,
0.009709612466394901,
0.01638522371649742,
0.015920531004667282,
-0.01488347165286541,
0.012059170752763748,
0.008924315683543682,
0.01884857565164566,
-0.003662028117105365,
0.03222712129354477,
-0.01982567086815834,
0.009537925943732262,
0.010644635185599327,
0.005330022424459457,
-0.014851337298750877,
0.025900699198246002,
0.03192668780684471,
0.0007040535565465689,
-0.003284767270088196,
-0.01626596599817276,
-0.0061033787205815315,
0.0031497240997850895,
-0.004382667131721973,
-0.005902922246605158,
0.007416809443384409,
-0.001810518791899085,
-0.014434927143156528,
-0.005730057135224342,
0.026866687461733818,
-0.0068202996626496315,
0.022173013538122177,
0.024810902774333954,
-0.015086732804775238,
-0.017460240051150322,
0.01731746457517147,
-0.019877281039953232,
-0.003405909985303879,
-0.026139141991734505,
0.003944162745028734,
-0.011258119717240334,
-0.016039062291383743,
-0.0020565208978950977,
0.018205132335424423,
-0.018850509077310562,
-0.012187986634671688,
0.0023123917635530233,
-0.002529760356992483,
-0.022813545539975166,
-0.007193981669843197,
0.009365779347717762,
-0.028033774346113205,
0.013430402614176273,
-0.006369716953486204,
0.009171348996460438,
0.012162570841610432,
0.003479252802208066,
0.017136355862021446,
0.009547639638185501,
-0.004711552523076534,
-0.018841493874788284,
0.018077505752444267,
-0.012488683685660362,
-0.0008618554566055536,
0.003585292724892497,
0.011379547417163849,
0.0002931880299001932,
0.006809652782976627,
0.007216698490083218,
-0.0031577260233461857,
-0.013526573777198792,
-0.02229170873761177
] | [
-0.2089194804430008,
-0.42077845335006714,
0.6063353419303894,
-0.23825791478157043,
-0.19127117097377777,
0.38402798771858215,
-0.042397063225507736,
-0.40342652797698975,
0.0404759906232357,
-0.4263399839401245,
-0.2709314525127411,
0.4858641028404236,
-0.6091399192810059,
0.23782309889793396,
0.22422432899475098,
0.39061135053634644,
0.46520698070526123,
0.17180220782756805,
-0.44913652539253235,
-0.5759668350219727,
0.12897780537605286,
0.09360620379447937,
-0.11846690624952316,
0.1378936618566513,
0.19389110803604126,
0.26063093543052673,
0.41375237703323364,
-0.027602920308709145,
0.4466860592365265,
0.2622988820075989,
0.22850994765758514,
0.39546966552734375,
0.09863430261611938,
-0.16556620597839355,
0.026532845571637154,
0.30938827991485596,
0.4021380841732025,
0.4597070813179016,
0.45899343490600586,
-0.3267359435558319,
-0.06622211635112762,
-0.34341228008270264,
-0.0970911756157875,
0.2977163791656494,
-0.34171098470687866,
-0.6202695369720459,
-1.3277024030685425,
-0.13852843642234802,
-0.6495920419692993,
-0.23124894499778748,
-0.16234655678272247,
0.416128545999527,
0.04186555743217468,
0.5768592953681946,
-0.4366215169429779,
-0.004118523094803095,
-0.3353849947452545,
-0.2895001173019409,
0.6106405854225159,
-0.3599558174610138,
-0.11031560599803925,
0.006111457943916321,
0.31720250844955444,
0.6907693147659302,
-0.0816715881228447,
1.0348173379898071,
-0.09394142031669617,
-0.21210652589797974,
-0.6833469867706299,
-0.23713628947734833,
0.44131359457969666,
-0.12563656270503998,
-0.5793929696083069,
0.15977106988430023,
-0.12200529128313065,
0.16239780187606812,
-0.6253522634506226,
-0.08541953563690186,
0.1697760373353958,
0.20383931696414948,
-0.28040263056755066,
0.06222672760486603,
0.7826629877090454,
-0.6265519261360168,
0.5463892221450806,
0.21238651871681213,
0.14608487486839294,
0.910291314125061,
-0.7273353934288025,
0.2879420220851898,
-0.24382466077804565,
-0.22493234276771545,
0.0340745747089386,
-0.006839144509285688,
0.4715415835380554,
0.5898609161376953,
0.18270975351333618,
-0.3203205168247223,
0.5362091064453125,
0.3759257197380066,
0.09272740036249161,
-0.17729219794273376,
-0.4437309205532074,
-0.6910514831542969,
-0.4691855013370514,
-0.45042428374290466,
-0.8131017088890076,
-0.7414491772651672,
-0.43624064326286316,
0.3042542338371277,
-0.987655758857727,
0.44027945399284363,
0.18325500190258026,
-0.47105422616004944,
-0.07072698324918747,
-0.21767456829547882,
0.08317933976650238,
-0.07165662199258804,
0.018269678577780724,
0.5024868249893188,
-0.09005869925022125,
0.746558666229248,
0.16915656626224518,
0.506167471408844,
0.5406655073165894,
-0.14297384023666382,
0.208753302693367,
0.9759636521339417,
-0.7869214415550232,
0.2565643787384033,
0.49027934670448303,
0.7524912357330322,
0.5055535435676575,
0.25839608907699585,
-0.21958068013191223,
-0.5376595854759216,
-0.22908121347427368,
0.03981062397360802,
-0.5514311194419861,
-0.07390783727169037,
-0.7101158499717712,
-0.0818747878074646,
-0.4106629192829132,
-0.18021687865257263,
0.31392261385917664,
-0.17759673297405243,
-0.44869309663772583,
-0.16865943372249603,
0.23924508690834045,
-0.2769623398780823,
-0.3207295835018158,
0.10287632048130035,
-0.5674585103988647,
-0.03144823759794235,
-0.016704577952623367,
0.2520318329334259,
0.22088377177715302,
0.2963062822818756,
-0.22705279290676117,
0.26407912373542786,
0.2784806489944458,
0.22178660333156586,
-0.32894766330718994,
-0.599838137626648,
0.34107232093811035,
-0.5754616856575012,
0.1544761061668396,
0.04156770557165146,
0.36631157994270325,
-0.07111557573080063,
0.022107256576418877,
-0.5610250234603882,
-0.24294759333133698,
-0.06613191217184067,
-0.2777404487133026,
-0.3577859401702881,
0.1099846288561821,
-0.2224700003862381,
0.4797321557998657,
0.07871498167514801,
-0.755566418170929,
-0.031936224550008774,
0.09746821224689484,
-0.42610040307044983,
0.21667367219924927,
0.40151911973953247,
0.06360276788473129,
0.027760662138462067,
0.303315669298172,
0.4335592985153198,
-0.2974525988101959,
0.23431362211704254,
-0.2293594777584076,
-0.8815476894378662,
0.9781544804573059,
0.17176850140094757,
-0.878687858581543,
0.8285862803459167,
-0.025080030784010887,
-0.12084659188985825,
0.14899873733520508,
0.11885469406843185,
0.13283361494541168,
0.37781497836112976,
-0.35186466574668884,
0.2806631326675415,
-0.0057164141908288,
0.10651645809412003,
-0.7176161408424377,
0.37622132897377014,
0.43153393268585205,
-0.1547689586877823,
-0.3638717830181122,
-0.188666433095932,
0.20709027349948883,
-0.16107846796512604,
-0.23145374655723572,
-0.2369212806224823,
0.19208428263664246,
0.3869411051273346,
1.0420087575912476,
-0.4383372366428375,
0.2282821089029312,
0.23983216285705566,
-0.05202016979455948,
0.7195702195167542,
0.8608783483505249,
0.46695443987846375,
0.8104586601257324,
-0.5437915921211243,
-0.27639052271842957,
-0.13294026255607605,
0.27113163471221924,
0.016469208523631096,
0.10357040911912918,
0.08613789081573486,
0.2759400010108948,
-0.3823271691799164,
0.1293884813785553,
-0.2513887882232666,
0.1507173329591751,
0.5317835807800293,
-0.5770522356033325,
-0.03122328780591488,
0.1425524353981018,
-0.5059847235679626,
-0.751555860042572,
0.0473523885011673,
-0.16982069611549377,
-0.21382085978984833,
-0.09099427610635757,
0.3521009385585785,
0.12406380474567413,
-0.39338165521621704,
0.1948612630367279,
0.22568657994270325,
-0.1870214343070984,
0.197052001953125,
0.1150849312543869,
0.5381369590759277,
-0.294169157743454,
-0.04768474027514458,
-0.10561263561248779,
-0.04159785434603691,
-0.4220399856567383,
-0.3308866322040558,
-0.9242647886276245,
-0.05919840931892395,
0.6874993443489075,
0.8129631876945496,
0.21319536864757538,
-0.5097668766975403,
-0.5867981910705566,
-0.025483330711722374,
-0.3774575889110565,
-0.5538408756256104,
-0.06558161973953247,
0.18683724105358124,
-0.9309475421905518,
-0.3655024766921997,
0.05171148478984833,
0.37288782000541687,
0.6270139217376709,
-0.19205082952976227,
-0.46667394042015076,
-0.4268662631511688,
-0.3032817840576172,
-0.12297530472278595,
-0.17802205681800842,
-0.6946471929550171,
-0.19226136803627014,
0.5640432238578796,
-0.04400521144270897,
-0.4680536091327667,
0.1620151251554489,
0.5227307081222534,
0.2617129385471344,
0.17709486186504364,
0.14282308518886566,
-0.11579076945781708,
-0.6139225959777832,
0.35309290885925293,
0.10452764481306076,
0.05650784820318222,
0.29632261395454407,
-0.24489659070968628,
-0.2393304854631424,
0.6585269570350647,
-6.014528751373291,
-0.016704408451914787,
-0.30389365553855896,
0.325661301612854,
-0.09257564693689346,
0.12633156776428223,
0.6584300398826599,
-0.2222733050584793,
-0.05122101306915283,
0.002512250794097781,
-0.22208435833454132,
0.011805333197116852,
-0.6305932402610779,
0.20171888172626495,
0.09083401411771774,
0.15286432206630707,
0.021354831755161285,
0.5113034844398499,
0.29141005873680115,
0.280384361743927,
-0.2416740357875824,
-0.14111587405204773,
-0.47860243916511536,
-0.07040698826313019,
-0.26497212052345276,
0.0850730836391449,
-0.5260183811187744,
0.1959456205368042,
-0.2944384515285492,
-0.33089959621429443,
-0.27921074628829956,
-0.17871777713298798,
-0.1417296826839447,
-0.5286464095115662,
0.11575040221214294,
0.21864841878414154,
0.2008909434080124,
-0.42469820380210876,
-0.05137935280799866,
-0.8638485074043274,
0.09789261221885681,
0.7025787830352783,
-0.0005439147353172302,
-0.5723537802696228,
0.16697047650814056,
-0.27274850010871887,
-0.09353448450565338,
-0.04345718026161194,
-0.35594478249549866,
0.7412546873092651,
-0.4005810618400574,
-0.3269811272621155,
-0.067514568567276,
0.06686581671237946,
0.02233595959842205,
-0.14013180136680603,
-0.21422956883907318,
0.0687607154250145,
-0.40600982308387756,
0.5067524313926697,
0.39022624492645264,
-0.34115543961524963,
0.17101489007472992,
-0.3785330653190613,
-0.21534863114356995,
0.26114457845687866,
-0.7322746515274048,
-0.4660663902759552,
0.5457750558853149,
0.2796522378921509,
-0.5412240028381348,
-0.07628940790891647,
-0.04397051781415939,
-0.5537702441215515,
0.38196977972984314,
-0.45980679988861084,
-0.06911810487508774,
-0.3422790765762329,
0.03375016897916794,
0.10992097109556198,
-0.10683149844408035,
-0.6691477298736572,
0.027505887672305107,
-0.15004488825798035,
0.027765462175011635,
-0.04003879427909851,
-0.125404953956604,
0.033984869718551636,
-0.15327444672584534,
0.24102874100208282,
0.21812641620635986,
0.3220994770526886,
0.3666585385799408,
0.4820450246334076,
0.10165867209434509,
0.29089438915252686,
0.375143438577652,
0.19020898640155792,
0.26998060941696167,
-0.14412912726402283,
0.7045930027961731,
-0.4938742518424988,
-0.12032270431518555,
-0.346382737159729,
0.4490076005458832,
0.45461416244506836,
-0.30121222138404846,
0.5779209733009338,
0.513132631778717,
-0.14348725974559784,
-0.059938158839941025,
0.18210247159004211,
-0.41813844442367554,
-0.19601331651210785,
0.7050995230674744,
0.16354964673519135,
-0.5376164317131042,
-0.04720509424805641,
0.5249001383781433,
-0.12760624289512634,
0.10788018256425858,
0.4725230932235718,
-0.2800663113594055,
-0.2581561505794525,
0.14464734494686127,
-0.5423974394798279,
0.09180284291505814,
0.33732008934020996,
-0.16528673470020294,
-0.26842132210731506,
0.058915216475725174,
0.353617399930954,
-0.29580432176589966,
-0.02533576637506485,
0.5159958600997925,
-0.668560802936554,
-0.1872635781764984,
0.17322012782096863,
0.6345527172088623,
-0.45360809564590454,
0.7556135058403015,
0.20512054860591888,
-0.18072743713855743,
-0.331886887550354,
-0.11501749604940414,
0.18627479672431946,
-0.02638794109225273,
0.02952006831765175,
-0.21313200891017914,
0.07208026945590973,
0.13822507858276367,
-0.640166163444519,
0.32496586441993713,
-0.19794368743896484,
-0.019028879702091217,
0.3068445026874542,
0.32694265246391296,
0.12989604473114014,
0.612503170967102,
-0.5418568849563599,
0.2736121714115143,
0.2678907811641693,
-0.9467392563819885,
0.15203696489334106,
0.009724149480462074,
0.40104538202285767,
-0.16861577332019806,
0.022049207240343094,
-0.01600821129977703,
0.15553165972232819,
0.00013549620052799582,
-0.27355775237083435,
0.011456143110990524,
-0.16068650782108307,
0.09186336398124695,
0.2922542095184326,
0.03438354283571243,
-0.034711871296167374,
0.30530408024787903,
-0.027281196787953377,
0.046290066093206406,
-0.2591533660888672,
-0.17267608642578125,
0.6067212224006653,
1.1049773693084717,
-0.15509097278118134,
-0.17539379000663757,
-0.2558542490005493,
-0.6608433723449707,
-0.2698724865913391,
0.37827613949775696,
0.18002299964427948,
0.2199694961309433,
-0.15957127511501312,
0.2326403707265854,
-0.28937768936157227,
0.1176285371184349,
0.5590348243713379,
0.1837911307811737,
-0.28489065170288086,
-0.1659964919090271,
0.8965921998023987,
-0.27706941962242126,
0.5145398378372192,
0.14913034439086914,
-0.3993452489376068,
-0.25772029161453247,
-0.4246009886264801,
-0.21968384087085724,
-0.21778030693531036,
-0.02847246639430523,
-0.510808527469635,
-0.1582537591457367,
-0.11969436705112457,
-0.43812328577041626,
0.023922279477119446,
0.4020024836063385,
-0.4025425910949707,
-0.26185813546180725,
0.2672840654850006,
0.1819162368774414,
-0.4740683436393738,
0.4906659424304962,
0.16023564338684082,
-0.044748879969120026,
0.4717637598514557,
-0.010541520081460476,
-0.6262387037277222,
0.11763967573642731,
0.44957390427589417,
-0.2910216748714447,
-0.33989381790161133,
-0.04233056306838989,
0.3343580663204193,
-0.39104560017585754,
-0.46502670645713806,
-0.4842153787612915,
0.2974879741668701,
-0.44517531991004944,
-0.41557398438453674,
-0.08082611113786697,
0.5387853384017944,
-0.0636778175830841,
-0.7373778223991394,
0.034563690423965454,
-0.017342718318104744,
0.43200668692588806,
-0.2716737389564514,
-0.250697523355484,
0.08917389810085297,
0.07235847413539886,
0.08106742799282074,
0.323399156332016,
-0.1812860518693924,
0.7345826029777527,
0.5198042392730713,
-0.3354240953922272,
-0.7169017791748047,
0.11485181003808975,
0.2948266565799713,
0.08314086496829987,
0.06486420333385468,
-0.4403197169303894,
-0.16562168300151825,
0.014477653428912163,
0.38585349917411804,
-0.07593109458684921,
-0.3209826648235321,
0.6133368611335754,
-0.22951431572437286,
-0.11383070051670074,
-0.1958378106355667,
0.004992420319467783,
0.7491267323493958,
0.18952476978302002,
0.19598880410194397,
-0.14262188971042633,
0.1584354192018509,
0.16736064851284027,
0.11407750844955444,
-0.360856831073761,
-0.4453437328338623,
-0.11585789173841476,
-0.12002091109752655,
0.3366902470588684,
-0.0010955461766570807,
0.2743052840232849,
0.023563599213957787,
0.06164585053920746,
0.3398357331752777,
-0.5113767981529236,
0.3518931269645691,
-0.37974604964256287,
-0.4295479357242584,
-0.2004886418581009,
0.4861624836921692,
0.29685178399086,
0.12589994072914124,
-0.3718397617340088,
-0.18394450843334198,
-0.334987610578537,
0.07954203337430954,
0.05586567893624306,
-0.3300659954547882,
-0.14383330941200256,
0.11223413795232773,
0.4986846148967743,
0.04750564321875572,
-0.3206797242164612,
-0.0032756261061877012,
0.48789820075035095,
0.0743255764245987,
-0.013179468922317028,
0.16182909905910492,
-0.2688200771808624,
-0.02479594387114048,
0.5434222221374512,
-0.1947534680366516,
0.5560808181762695,
0.7099570631980896,
-0.04521683230996132,
0.2609652876853943,
0.5901668071746826,
-0.16620516777038574,
-0.7579987645149231,
0.2932148873806,
-0.01740930788218975,
0.034795355051755905,
-0.17294049263000488,
0.5045550465583801,
0.3801051080226898,
0.3935021758079529,
-0.42067062854766846,
0.11920764297246933,
-0.15974117815494537,
0.12445682287216187,
0.21600259840488434,
-0.05614309385418892,
-0.04401327669620514,
0.0983036532998085,
0.7011871933937073,
1.1745975017547607,
-0.3025948405265808,
0.007727161515504122,
0.06777492165565491,
-0.08629384636878967,
-0.008908024057745934,
0.1984984129667282,
-0.16702821850776672,
0.11641786992549896,
0.3422050178050995,
-0.36015960574150085,
-0.2842157781124115,
-0.3667297065258026,
-0.13200289011001587,
-0.10511162877082825,
0.3758430480957031,
-0.5633201003074646,
-0.09851091355085373,
0.4881550669670105,
0.1232864260673523,
0.6240956783294678,
-0.2591533064842224,
0.06343553215265274,
-0.42178094387054443,
-0.05370417982339859,
0.5335885882377625,
0.18345411121845245,
0.236167311668396,
0.21383541822433472,
-0.33558639883995056,
0.45895251631736755,
0.05838393419981003,
0.8364341259002686,
0.1626620590686798,
-0.47458237409591675,
0.02590026706457138,
0.527269184589386,
-0.6768621206283569,
-0.17962558567523956,
0.45860588550567627,
0.24436940252780914,
-0.02548949606716633,
-0.28866755962371826,
-0.062217384576797485,
-0.4064496159553528,
0.03990557789802551,
-0.2619999349117279,
0.002617740072309971,
0.2562592029571533,
0.2594662606716156,
-0.5870400071144104,
-0.3686114549636841,
0.1489696353673935,
0.29999980330467224,
0.39668411016464233,
-0.7052580118179321,
0.9116818904876709,
0.5811010003089905,
-0.10619404166936874,
-0.06546074151992798,
0.3147805333137512,
0.10511291772127151,
0.651171863079071,
-0.3156951367855072,
0.12004399299621582,
-0.5336045026779175,
0.4936009347438812,
-0.5829666256904602,
-0.047449469566345215,
0.5205047726631165,
0.2768549919128418,
-0.1809295415878296,
0.1882711797952652,
-0.21441899240016937,
-0.11595422774553299,
0.18824845552444458,
-0.21972228586673737,
-0.08466144651174545,
-0.551563024520874,
-0.6148152351379395,
-0.5235061645507812,
0.6057784557342529,
0.19308742880821228,
0.040323514491319656,
-0.15532104671001434,
0.32767605781555176,
0.4259352684020996,
-0.22030405700206757,
0.38253599405288696,
0.25336721539497375,
-0.060366977006196976,
-0.027707591652870178,
0.5676121115684509,
-0.6763800978660583,
0.3113826513290405,
-0.12618401646614075,
0.1274585872888565,
0.15804360806941986,
-0.3586297631263733,
-0.3999108076095581,
0.030127860605716705,
-0.4198797941207886,
0.40842774510383606,
0.06494128704071045,
0.1814853996038437,
-0.15016630291938782,
-0.25676441192626953,
-0.6473091840744019,
0.26031947135925293,
0.19845548272132874,
-0.33178362250328064,
-0.4435397684574127,
-0.04547923058271408,
-0.3229040503501892,
0.41152650117874146,
-0.21761608123779297,
-0.31415364146232605,
-0.14767715334892273,
0.0005863619153387845
] |
In this paper, we propose a deep learning architecture that produces accurate dense depth for the outdoor scene from a single color image and a sparse depth. Inspired by the indoor depth completion, our network estimates surface normals as the intermediate representation to produce dense depth, and can be trained end-to-end. With a modified encoder-decoder structure, our network effectively fuses the dense color image and the sparse LiDAR depth. To address outdoor specific challenges, our network predicts a confidence mask to handle mixed LiDAR signals near foreground boundaries due to occlusion, and combines estimates from the color image and surface normals with learned attention maps to improve the depth accuracy especially for distant areas. Extensive experiments demonstrate that our model improves upon the state-of-the-art performance on KITTI depth completion benchmark. Ablation study shows the positive impact of each model components to the final performance, and comprehensive analysis shows that our model generalizes well to the input with higher sparsity or from indoor scenes. | [
-0.0017219979781657457,
0.003251554910093546,
-0.01681624911725521,
0.003128532785922289,
-0.03224588558077812,
-0.03301962837576866,
0.009850140661001205,
0.0119367316365242,
-0.010195011273026466,
-0.027325637638568878,
-0.01142324972897768,
0.012685403227806091,
0.015315614640712738,
0.015694359317421913,
-0.004116343799978495,
0.025630813091993332,
0.0005248818197287619,
-0.0031349211931228638,
0.004301948472857475,
-0.038601621985435486,
0.015129528008401394,
0.010988062247633934,
0.009494139812886715,
0.008404931053519249,
-0.006122772581875324,
-0.00878219772130251,
-0.009909476153552532,
-0.01598314754664898,
-0.003876755479723215,
0.004201784729957581,
0.008377037942409515,
-0.01783796399831772,
0.012820832431316376,
0.03976769000291824,
-0.003142587374895811,
0.003242089878767729,
-0.005339454393833876,
0.018716320395469666,
0.033371832221746445,
-0.005926613695919514,
-0.006683677900582552,
-0.004294309765100479,
0.005430493503808975,
0.0035013908054679632,
-0.01226920634508133,
-0.021137718111276627,
-0.006368997506797314,
0.01838655024766922,
0.011353954672813416,
0.00487297959625721,
-0.014537850394845009,
-0.008510420098900795,
-0.006718946620821953,
0.014309380203485489,
-0.006533494219183922,
-0.019694574177265167,
0.018713004887104034,
0.011522401124238968,
-0.023108279332518578,
-0.005287608131766319,
-0.007365093100816011,
0.025756534188985825,
-0.0017275402788072824,
0.01537131704390049,
-0.00030194202554412186,
-0.0669688880443573,
-0.030847718939185143,
-0.019987499341368675,
0.008280946873128414,
0.0007259276462718844,
-0.006611562334001064,
0.012539844028651714,
-0.03182785212993622,
0.02540735900402069,
-0.004978771321475506,
-0.0037975297309458256,
-0.010970608331263065,
0.018331661820411682,
0.02337181568145752,
-0.007493628188967705,
-0.004081424791365862,
0.013879438862204552,
0.004627696238458157,
0.01676775887608528,
-0.027899913489818573,
0.0031175920739769936,
-0.005763321183621883,
-0.0015898405108600855,
0.016976431012153625,
0.013990528881549835,
0.0169166699051857,
-0.015527995303273201,
0.009787107817828655,
0.0009462242014706135,
-0.01582157239317894,
0.019377244636416435,
-0.006923126056790352,
0.06165723502635956,
-0.0012805686565116048,
0.02494114823639393,
-0.017766522243618965,
0.005101852118968964,
0.028206387534737587,
0.01787695847451687,
-0.04896237701177597,
0.015132931992411613,
0.012422068044543266,
0.0061918385326862335,
-0.0215565524995327,
0.006735529750585556,
0.03002220019698143,
-0.012369409203529358,
0.003253393806517124,
0.021332615986466408,
0.0076826754957437515,
-0.024484068155288696,
0.016264069825410843,
0.02526109293103218,
-0.004146474413573742,
-0.014536798000335693,
0.0002679499448277056,
0.01077854260802269,
-0.005894888192415237,
-0.001317727379500866,
0.008416106924414635,
0.0367598794400692,
-0.016214175149798393,
-0.014188655652105808,
0.019219178706407547,
-0.0001069848658517003,
-0.012375441379845142,
-0.005070824176073074,
0.003520367667078972,
-0.013164111413061619,
-0.01589612290263176,
0.00019735866226255894,
-0.00676154438406229,
-0.006894360762089491,
-0.009808875620365143,
-0.02388571761548519,
0.047294460237026215,
0.009532930329442024,
0.005393899045884609,
0.010828081518411636,
0.02257896028459072,
-0.01228559110313654,
-0.0026809372939169407,
-0.0007016521412879229,
0.0027224281802773476,
0.005541257094591856,
-0.0005640975432470441,
-0.005123514216393232,
-0.019565343856811523,
-0.013488400727510452,
0.0017032547621056437,
0.015586812049150467,
-0.03180669620633125,
0.02282278798520565,
-0.017004869878292084,
-0.00375179061666131,
0.027225814759731293,
-0.012267427518963814,
0.009019332937896252,
0.008302591741085052,
0.0014021452516317368,
0.030589308589696884,
-0.001998191699385643,
0.004797039553523064,
0.015055300667881966,
0.0025949031114578247,
-0.010212425142526627,
0.00821604486554861,
-0.01856468990445137,
0.011226898990571499,
-0.022812984883785248,
0.010900381952524185,
0.019181378185749054,
0.008101213723421097,
-0.015177294611930847,
0.06740029156208038,
0.030533142387866974,
-0.017110256478190422,
0.018993325531482697,
-0.024600662291049957,
0.009302729740738869,
-0.005519608035683632,
-0.00742388004437089,
-0.011653987690806389,
-0.010225828737020493,
0.0143042067065835,
-0.02068151906132698,
0.015468668192625046,
0.026096386834979057,
-0.008831082843244076,
-0.024175353348255157,
0.0026978934183716774,
0.01139127928763628,
-0.00024327461142092943,
0.022908903658390045,
0.0050375135615468025,
0.0017376444302499294,
0.0041960785165429115,
0.019924651831388474,
-0.004685522988438606,
0.016846638172864914,
0.00688147684559226,
0.009655543603003025,
-0.0001805394422262907,
-0.010558033362030983,
0.010895298793911934,
0.027271244674921036,
-0.0037215445190668106,
-0.017086979001760483,
-0.0003900798037648201,
-0.00423543993383646,
0.0002844992559403181,
-0.008264494128525257,
0.008459711447358131,
0.01729990355670452,
-0.016340581700205803,
-0.0069664241746068,
0.005833449773490429,
0.03638581559062004,
0.0047950479201972485,
-0.00357675994746387,
0.004790776874870062,
-0.0042212908156216145,
0.012676393613219261,
0.013178450986742973,
-0.01110648363828659,
0.0012641905341297388,
-0.005143371410667896,
-0.011748425662517548,
0.020788805559277534,
0.029531754553318024,
-0.017312560230493546,
0.01276249811053276,
-0.02902696654200554,
0.0017662427853792906,
-0.003722086548805237,
-0.004744418431073427,
-0.023394081741571426,
-0.013950921595096588,
-0.003931838553398848,
-0.00787867046892643,
-0.0007857754826545715,
-0.010797216556966305,
-0.00596462981775403,
0.0005383261013776064,
-0.018887745216488838,
0.00344825885258615,
0.0072630420327186584,
0.020333120599389076,
-0.0015718997456133366,
-0.00406813807785511,
-0.0016707400791347027,
-0.013868549838662148,
0.015035625547170639,
0.023670054972171783,
-0.03303048759698868,
-0.00305350823327899,
0.008603762835264206,
0.008566226810216904,
-0.003558741882443428,
-0.009083730168640614,
0.03652878850698471,
-0.01218322291970253,
0.021977027878165245,
0.0022269473411142826,
-0.004833009093999863,
0.002883163746446371,
-0.013385183177888393,
-0.007426365278661251,
-0.08097135275602341,
-0.02058747410774231,
0.02254941314458847,
0.02248464897274971,
0.011290077120065689,
-0.014990422874689102,
-0.020923063158988953,
0.019725386053323746,
-0.009849557653069496,
0.006251410115510225,
0.049044348299503326,
0.025471922010183334,
-0.009015081450343132,
0.046487338840961456,
-0.00482292240485549,
-0.021793372929096222,
0.0184810571372509,
0.006139050237834454,
-0.018438197672367096,
0.00482595432549715,
0.0053005702793598175,
-0.01457073912024498,
0.023943930864334106,
-0.0039977822452783585,
-0.014344390481710434,
-0.002120264805853367,
0.008904112502932549,
0.0011590500362217426,
-0.020630652084946632,
0.013761024922132492,
-0.006484233308583498,
-0.016405213624238968,
-0.030384698882699013,
-0.015124591998755932,
-0.01164097711443901,
-0.03420624881982803,
0.004448041785508394,
-0.019612155854701996,
-0.00016511674039065838,
-0.01247437484562397,
0.006439267657697201,
0.024250883609056473,
-0.018461905419826508,
-0.004101556725800037,
0.007925119251012802,
0.009961681440472603,
0.0055313510820269585,
0.011515585705637932,
0.017757322639226913,
-0.02704034000635147,
-0.0013968031853437424,
-0.0022294200025498867,
-0.013812664896249771,
0.011331705376505852,
-0.004432326182723045,
0.014666973613202572,
-0.0011187349446117878,
0.03360870108008385,
-0.011058313772082329,
-0.0014397695194929838,
-0.00542193278670311,
-0.013090576976537704,
-0.000643125269562006,
-0.009089203551411629,
0.008971747010946274,
-0.012213322333991528,
-0.004666611086577177,
0.004875982645899057,
0.011811093427240849,
0.020311862230300903,
0.014153767377138138,
0.001491830451413989,
-0.014575238339602947,
0.003476932644844055,
-0.024919170886278152,
-0.01513570174574852,
-0.01707335375249386,
-0.008969376794993877,
-0.00914936326444149,
-0.028718115761876106,
0.02189081907272339,
0.03272610902786255,
0.024961650371551514,
0.0010970032308250666,
-0.011606518179178238,
0.019096899777650833,
0.007072256878018379,
-0.006015978753566742,
0.006126513704657555,
-0.0111106401309371,
0.04043208807706833,
0.0016549024730920792,
0.02400383912026882,
0.000926112465094775,
0.0037891315296292305,
-0.00525773735716939,
0.010838158428668976,
0.015726279467344284,
-0.0023324238136410713,
0.011146792210638523,
0.0027554850094020367,
-0.0017961189150810242,
-0.0022304514423012733,
-0.016625739634037018,
-0.024262987077236176,
0.0046454365365207195,
0.009447842836380005,
0.009397041983902454,
0.0027463738806545734,
-0.010537955909967422,
-0.014099798165261745,
-0.017218777909874916,
-0.011705992743372917,
-0.00467778230085969,
0.008001578971743584,
0.01472877524793148,
-0.005041481927037239,
-0.0077528152614831924,
0.07244101911783218,
0.02723090723156929,
0.011334291659295559,
-0.009717047214508057,
-0.00524412514641881,
0.0009900745935738087,
-0.004406710155308247,
0.004609027877449989,
0.003725428832694888,
-0.007473815698176622,
0.011396920308470726,
0.02604503370821476,
0.01438974030315876,
0.00784741435199976,
-0.004299003630876541,
-0.014679431915283203,
0.004748993553221226,
0.012644724920392036,
0.025172408670186996,
0.0008615575497969985,
0.007616930641233921,
-0.012255651876330376,
0.0036928567569702864,
-0.002033148892223835,
-0.021203475072979927,
-0.015268176794052124,
0.02267579361796379,
-0.017452917993068695,
0.0021875128149986267,
0.004013916943222284,
0.019038133323192596,
0.018051285296678543,
-0.0033020288683474064,
-0.011615549214184284,
-0.010220586322247982,
0.006061834283173084,
0.02291046641767025,
-0.012115346267819405,
-0.008044315502047539,
0.0033161041792482138,
0.009177586995065212,
-0.011615664698183537,
0.05380823463201523,
0.011816111393272877,
-0.004529322497546673,
0.019901137799024582,
-0.030602823942899704,
-0.005501365289092064,
0.005695323459804058,
0.021366791799664497,
-0.01601020246744156,
0.026018977165222168,
0.014647177420556545,
0.026824951171875,
0.0019176984205842018,
-0.030545353889465332,
-0.005781244486570358,
-0.002528245560824871,
-0.014757800847291946,
0.005115531850606203,
-0.03221388906240463,
-0.03393763303756714,
0.002603392116725445,
-0.02229878678917885,
0.010982049629092216,
-0.02039981260895729,
0.0013833846896886826,
-0.018315015360713005,
0.012249553576111794,
0.019745970144867897,
0.00929182581603527,
0.01538911834359169,
-0.012379099614918232,
0.03035130724310875,
-0.01655258983373642,
-0.005128457676619291,
0.019532006233930588,
-0.007364858407527208,
-0.016145505011081696,
0.010059136897325516,
-0.024215131998062134,
0.017403289675712585,
0.006542034447193146,
0.006451803725212812,
-0.020879309624433517,
0.001250116154551506,
0.01724696345627308,
-0.07492586970329285,
0.010769969783723354,
0.01289993803948164,
-0.005949709564447403,
-0.011449873447418213,
0.04371631145477295,
0.005792741663753986,
-0.002543260809034109,
-0.016981832683086395,
-0.0106029212474823,
-0.0038091945461928844,
-0.014302806928753853,
0.019934147596359253,
0.007623356766998768,
0.01069360226392746,
0.011347731575369835,
-0.012370798736810684,
0.006372952833771706,
0.01233847625553608,
0.001765166874974966,
0.01497216708958149,
0.005805212538689375,
0.01254572719335556,
0.000839142594486475,
0.01130849588662386,
-0.08122815936803818,
-0.0041344985365867615,
-0.014305396936833858,
-0.020035520195961,
-0.0018563237972557545,
-0.002983965678140521,
0.003633498679846525,
-0.001436235150322318,
0.0066537559032440186,
-0.012509067542850971,
0.01737457513809204,
-0.008379610255360603,
0.009687431156635284,
0.0003626227844506502,
-0.021407663822174072,
-0.0035219911951571703,
0.01174042746424675,
-0.020956894382834435,
0.017070714384317398,
-0.0008556200191378593,
0.010472254827618599,
0.012239036150276661,
-0.014812451787292957,
0.013049298897385597,
-0.009773751720786095,
-0.013895289041101933,
-0.015754176303744316,
0.016945336014032364,
0.007782170549035072,
-0.023602625355124474,
0.00656258687376976,
-0.008213077671825886,
-0.006697491742670536,
-0.01851618103682995,
-0.009398341178894043,
-0.01582137867808342,
0.009598135948181152,
-0.026397157460451126,
0.030592117458581924,
0.006213323678821325,
-0.005316443741321564,
0.005679418798536062,
0.009115204215049744,
0.002034166594967246,
-0.0055638994090259075,
-0.0145714795216918,
0.0068409014493227005,
-0.005686566233634949,
0.0072367568500339985,
0.0010273086372762918,
0.006111034192144871,
-0.002430160064250231,
0.043324507772922516,
0.031905800104141235,
0.012533873319625854,
0.0262950100004673,
0.0004972328897565603,
0.02436979115009308,
0.017538826912641525,
0.01087064016610384,
-0.010642580687999725,
-0.00046938424929976463,
0.002672952599823475,
0.07231476902961731,
-0.007260850630700588,
0.007621899247169495,
-0.0033582926262170076,
-0.009002720937132835,
0.003327252808958292,
-0.013751638121902943,
-0.0074176364578306675,
-0.008388085290789604,
-0.01610955409705639,
0.021484375,
-0.0012713109608739614,
0.008929752744734287,
0.010153140872716904,
0.004490901716053486,
0.003653618972748518,
0.005914694629609585,
-0.016241218894720078,
-0.029507378116250038,
0.015402071177959442,
-0.015259487554430962,
0.008613735437393188,
-0.04097415506839752,
0.014255490154027939,
0.0036162142641842365,
-0.0020245457999408245,
0.023164844140410423,
0.02154839038848877,
0.004135168623179197,
-0.01724369451403618,
-0.005423014517873526,
0.011949543841183186,
0.005252210423350334,
-0.014375027269124985,
0.00737656420096755,
-0.01465730369091034,
0.0016407202929258347,
0.003117398591712117,
-0.020353984087705612,
-0.009142603725194931,
-0.015045279636979103,
0.005822500213980675,
-0.0016519702039659023,
0.0008480680407956243,
-0.0041604964062571526,
0.0027325807604938745,
0.02737940475344658,
-0.0061623468063771725,
0.0038682385347783566,
-0.0032623056322336197,
0.032463446259498596,
-0.006724228151142597,
0.011842219159007072,
-0.014427078887820244,
0.01286651287227869,
0.03487106412649155,
-0.004142897669225931,
0.017994632944464684,
-0.016360506415367126,
0.02646833471953869,
-0.0287204310297966,
0.000814968254417181,
-0.013978982344269753,
0.0008164087194018066,
0.017226843163371086,
0.003693760372698307,
-0.007697016000747681,
-0.02440360188484192,
-0.0039044125005602837,
0.01536091323941946,
-0.004718957003206015,
0.005500436760485172,
0.002599503844976425,
0.014659843407571316,
0.00780244916677475,
-0.007824551314115524,
0.009748868644237518,
0.016353411599993706,
0.0037343562580645084,
0.014110775664448738,
0.0003317148657515645,
0.016756724566221237,
-0.008673791773617268,
0.011324136517941952,
0.003810744034126401,
-0.03570530191063881,
0.0007777720456942916,
0.015830088406801224,
0.006673756986856461,
0.01285791490226984,
-0.0019466746598482132,
0.0012317781802266836,
0.004895382560789585,
0.008744328282773495,
0.000764255179092288,
0.033894773572683334,
0.01932818815112114,
0.0027171168476343155,
-0.0009847888723015785,
-0.008933923207223415,
-0.0024622823111712933,
0.011383123695850372,
0.012738161720335484,
-0.03153397515416145,
0.021059749647974968,
-0.0051893871277570724,
-0.025213751941919327,
-0.014007702469825745,
-0.017725255340337753,
0.021939096972346306,
0.02352325990796089,
-0.00015346426516771317,
-0.007858611643314362,
-0.021644605323672295,
-0.007135688327252865,
0.0016126808477565646,
-0.013254979625344276,
-0.01986405998468399,
-0.029574908316135406,
-0.010089157149195671,
0.003921819850802422,
0.0034570260904729366,
0.033127643167972565,
0.01627703756093979,
0.0015115244314074516,
-0.021615318953990936,
-0.0016786818159744143,
-0.019635071977972984,
-0.0018390866462141275,
0.001036707777529955,
0.007454897742718458,
-0.008087947964668274,
-0.028109673410654068,
0.031058205291628838,
0.01249268464744091,
-0.010977786034345627,
0.02473701909184456,
0.0007846243679523468,
0.004007092211395502,
-0.016943451017141342,
-0.0019179227529093623,
0.006672103423625231,
-0.0013949736021459103,
-0.01640981063246727,
0.00704736914485693,
-0.00981515645980835,
0.0012249816209077835,
-0.0027442357968539,
0.017043815925717354,
-0.009352443739771843,
-0.0008695966098457575,
0.013911008834838867,
0.010460097342729568,
-0.00299074687063694,
-0.029052527621388435,
0.006034917198121548,
0.022539358586072922,
0.026611361652612686,
-0.010591590777039528,
0.006432719063013792,
0.010505353100597858,
0.009712282568216324,
-0.00780232809484005,
-0.0002589391078799963,
-0.00544554740190506,
-0.01006233412772417,
-0.01254742406308651,
-0.003879847237840295,
-0.019257260486483574,
0.0084923654794693,
-0.026243336498737335,
-0.016172299161553383,
0.00031053973361849785,
0.0175040103495121,
-0.015160885639488697,
-0.01623505726456642,
-0.009207259863615036,
0.015236852690577507,
-0.014547202736139297,
0.004343906417489052,
0.010462209582328796,
0.004886539187282324,
-0.00835845060646534,
-0.008555706590414047,
-0.005787135101854801,
-0.00746305612847209,
-0.011496799997985363,
0.017610296607017517,
0.002067641355097294,
0.0067006065510213375,
-0.00665790680795908,
0.005035442300140858,
-0.011875215917825699,
-0.03050225041806698,
0.013403168879449368,
-0.015478035435080528,
-0.016543645411729813,
-0.0035064099356532097,
0.011880859732627869,
-0.009380059316754341,
-0.015503207221627235,
0.0018214336596429348
] | [
0.04973571002483368,
-0.09210343658924103,
0.30361732840538025,
0.3672516345977783,
0.2609423100948334,
0.17196978628635406,
0.13168494403362274,
-0.6581100821495056,
0.12468603998422623,
-0.6870957612991333,
-0.13679926097393036,
0.44878584146499634,
-0.020286383107304573,
0.09329421073198318,
0.044592563062906265,
0.6070297360420227,
0.5136545300483704,
0.15598264336585999,
-0.09193208068609238,
-0.3134419918060303,
-0.1570451557636261,
-0.5033705234527588,
0.31897222995758057,
0.18505236506462097,
-0.015696242451667786,
-0.12058287113904953,
0.4710228443145752,
0.7997661828994751,
0.16944709420204163,
-0.11693412810564041,
-0.14194455742835999,
0.28843092918395996,
-0.44767510890960693,
-0.6495312452316284,
0.24755163490772247,
0.3447578251361847,
-0.10988325625658035,
0.08704856038093567,
0.0005244438070803881,
-0.25135141611099243,
0.15777377784252167,
0.5193995833396912,
-0.45557868480682373,
0.14461281895637512,
-0.23245181143283844,
-0.5968441367149353,
-1.3987187147140503,
-0.0034848598297685385,
-0.18566244840621948,
-0.4283443093299866,
0.016328344121575356,
0.5416676998138428,
0.33319124579429626,
0.21785181760787964,
-0.40538570284843445,
0.16928163170814514,
-0.2886731028556824,
-0.288474977016449,
0.6560736894607544,
-0.10728868097066879,
-0.013649554923176765,
-0.27802762389183044,
0.05021274462342262,
-0.002019198378548026,
-0.06979882717132568,
0.8256614208221436,
0.03468931466341019,
-0.6720810532569885,
-0.13988126814365387,
-0.06408630311489105,
0.45783373713493347,
0.05822437256574631,
-0.4579751491546631,
0.41414397954940796,
-0.6221765279769897,
0.4984883964061737,
0.08407115936279297,
-0.2706456184387207,
0.12868276238441467,
0.11987669765949249,
-0.3427019417285919,
-0.28287631273269653,
0.4252685606479645,
-0.3615553677082062,
0.6442973017692566,
0.43244704604148865,
-0.1434442549943924,
0.49926939606666565,
-0.5402328372001648,
0.11529314517974854,
-0.2098083794116974,
-0.5254207253456116,
0.32196491956710815,
0.3545246124267578,
0.48381054401397705,
0.4064362049102783,
0.08092696964740753,
0.11705563962459564,
0.2507516145706177,
0.34353119134902954,
-0.25761792063713074,
0.21075543761253357,
-0.1400139331817627,
0.17812299728393555,
-0.15626032650470734,
-0.5324415564537048,
-0.6963274478912354,
-0.35985180735588074,
-0.6643490195274353,
0.31593963503837585,
-0.5435048937797546,
0.5031734704971313,
0.12974880635738373,
-0.48489728569984436,
0.1854342669248581,
-0.19716279208660126,
0.3125336170196533,
-0.11929887533187866,
-0.10919545590877533,
0.5615509152412415,
-0.49608954787254333,
1.13178551197052,
0.17743027210235596,
0.46546146273612976,
-0.1091267392039299,
0.018778828904032707,
0.5041539669036865,
0.462848037481308,
-0.34499961137771606,
0.4715029001235962,
0.005986133590340614,
0.6266974210739136,
0.2686777710914612,
0.39442920684814453,
-0.34917694330215454,
-0.5770463347434998,
0.25094693899154663,
0.16525036096572876,
-0.1597098410129547,
0.17301815748214722,
-0.14137831330299377,
-0.7895039916038513,
0.05790373310446739,
-0.04773661494255066,
0.16378983855247498,
-0.5829360485076904,
0.2851303815841675,
-0.2189943790435791,
-0.5274295210838318,
0.04645847529172897,
0.04661557823419571,
0.49978312849998474,
-0.8939526677131653,
-0.5794034600257874,
-0.24392856657505035,
0.855301558971405,
-0.2386968582868576,
-0.09665541350841522,
-0.05696272477507591,
0.21156981587409973,
0.049347586929798126,
0.2976544201374054,
-0.517490804195404,
-0.2469453513622284,
0.046443872153759,
-0.6591345071792603,
-0.003669945988804102,
0.24443165957927704,
0.05922268331050873,
0.3333912491798401,
0.2499297559261322,
-0.16212882101535797,
-0.04773923382163048,
-0.2936997711658478,
-0.2466118335723877,
0.2653508186340332,
0.45895418524742126,
0.4041195511817932,
0.1135648638010025,
-0.19666209816932678,
-0.8481822609901428,
-0.48451244831085205,
-0.12702485918998718,
-0.3362661302089691,
0.1473671793937683,
0.17856863141059875,
0.5372535586357117,
0.012396885082125664,
-0.19808034598827362,
-0.162197083234787,
-0.08400362730026245,
-0.19103364646434784,
0.511358380317688,
-1.0334525108337402,
1.2754794359207153,
-0.3227306306362152,
-0.31338149309158325,
1.0325570106506348,
-0.1772737056016922,
0.3298236131668091,
0.014194007962942123,
-0.12353741377592087,
-0.09443733841180801,
-0.05224568024277687,
-0.16827213764190674,
-0.17163170874118805,
-0.2784438133239746,
0.15944167971611023,
-0.5961227416992188,
0.09510651230812073,
0.38364213705062866,
-0.3966626524925232,
-0.21361736953258514,
-0.20534192025661469,
0.47844937443733215,
-0.05174969136714935,
-0.30429020524024963,
0.2602841556072235,
0.2954047620296478,
-0.10798729211091995,
0.9272041916847229,
-0.4319515824317932,
0.29399657249450684,
0.3066605031490326,
-0.12968003749847412,
0.3457471430301666,
0.6674783825874329,
0.7175358533859253,
0.8466863036155701,
-0.9035926461219788,
-0.3130742907524109,
-0.4630584716796875,
0.19016164541244507,
-0.6019400954246521,
-0.09857749193906784,
-0.09007031470537186,
0.5308954119682312,
-0.3317904770374298,
0.33644863963127136,
-0.016097845509648323,
-0.10412874072790146,
0.23734453320503235,
-0.09681298583745956,
0.2259111851453781,
0.16249635815620422,
-0.6067991256713867,
-0.18158301711082458,
0.21944670379161835,
-0.4006199240684509,
-0.18497447669506073,
0.09653166681528091,
0.435427188873291,
-0.17591308057308197,
-0.553589403629303,
0.12864278256893158,
-0.024222319945693016,
-0.05787259340286255,
-0.7246487736701965,
0.2700131833553314,
0.10752463340759277,
0.31974974274635315,
0.27365249395370483,
-0.07683393359184265,
0.09349972754716873,
0.3312126100063324,
-0.17490211129188538,
-0.8691397905349731,
-0.5993829965591431,
0.8020581007003784,
0.675095796585083,
0.25367307662963867,
-0.06720957905054092,
-0.18715792894363403,
0.20348136126995087,
0.12133284658193588,
-0.6051636934280396,
0.30985721945762634,
0.10888070613145828,
-0.48254871368408203,
-0.5061895251274109,
0.3302016854286194,
0.4500533938407898,
0.7214783430099487,
0.28318119049072266,
-0.4589061141014099,
-0.4080028235912323,
0.27091115713119507,
0.04785944148898125,
-0.5496289730072021,
-0.32621437311172485,
0.19860334694385529,
0.5661593079566956,
-0.10356626659631729,
-0.2167622596025467,
0.18735022842884064,
0.9072915315628052,
-0.299127995967865,
-0.23039372265338898,
0.4224154055118561,
0.1745925396680832,
-0.3481691777706146,
0.22039146721363068,
-0.18219713866710663,
-0.16687974333763123,
-0.19156290590763092,
-0.09961893409490585,
-0.5873588919639587,
0.2711341381072998,
-5.965501308441162,
-0.007187314797192812,
-0.6456584930419922,
0.2926602065563202,
-0.7213570475578308,
-0.14505009353160858,
0.7089515328407288,
-0.12965849041938782,
0.13955773413181305,
-0.1354428380727768,
-0.06023482233285904,
0.01443691086024046,
-0.22842082381248474,
0.43311768770217896,
0.44245174527168274,
-0.020103907212615013,
0.25635579228401184,
0.1791549175977707,
0.3682914972305298,
0.10232402384281158,
-0.17735305428504944,
-0.36046144366264343,
-0.019996069371700287,
0.18077223002910614,
0.5009730458259583,
0.05702123045921326,
-0.5433349609375,
0.17372846603393555,
-0.234935462474823,
-0.3694118559360504,
0.006204069592058659,
-1.0953598022460938,
-0.4816899299621582,
0.287632018327713,
0.12160114198923111,
0.4302419424057007,
0.3308473825454712,
0.15375319123268127,
0.38661009073257446,
-0.3504822552204132,
0.31057649850845337,
0.8801332116127014,
-0.37184515595436096,
0.1607338935136795,
0.37903669476509094,
-0.30250436067581177,
-0.24183011054992676,
0.15200090408325195,
-0.20281189680099487,
0.5872033834457397,
-0.3013972342014313,
-0.2035015970468521,
0.16438187658786774,
0.19016152620315552,
-0.18933600187301636,
-0.17575450241565704,
0.30934566259384155,
0.0842842161655426,
-0.07288539409637451,
0.17398898303508759,
0.31872794032096863,
-0.5869215726852417,
0.15628738701343536,
-0.9164620637893677,
-0.11099890619516373,
0.2758619785308838,
-0.7737093567848206,
-0.7015482783317566,
-0.2948291599750519,
0.3096190392971039,
-0.06275931000709534,
-0.11842615157365799,
0.02821730636060238,
-0.6243776679039001,
0.21929378807544708,
-0.20430970191955566,
0.39071494340896606,
-0.2667849063873291,
-0.0338791087269783,
0.12679624557495117,
0.028358396142721176,
-0.5924933552742004,
0.3912689983844757,
0.4019217789173126,
0.1448797881603241,
-0.4373152554035187,
-0.07394003123044968,
-0.37261053919792175,
-0.06722959876060486,
-0.19528421759605408,
0.6364165544509888,
-0.4303129315376282,
0.04654613882303238,
0.35669615864753723,
0.1459217220544815,
0.6095573902130127,
0.4873283803462982,
-0.1400693953037262,
0.2891237139701843,
-0.44812139868736267,
0.5778838992118835,
0.017281556501984596,
-0.46896862983703613,
-0.8029605746269226,
0.39100944995880127,
0.24831411242485046,
-0.4122300148010254,
0.10284506529569626,
0.7096219658851624,
-0.3997844159603119,
-0.07106635719537735,
-0.03116483986377716,
-0.2823783755302429,
-0.10164067894220352,
0.5034522414207458,
-0.07006935775279999,
-0.1493673175573349,
-0.0787409171462059,
0.3809031546115875,
-0.05303005501627922,
-0.25230708718299866,
0.009224280714988708,
0.3851155638694763,
0.5005122423171997,
0.26041939854621887,
-0.3942502737045288,
0.3223537504673004,
0.9442431926727295,
-0.7789003849029541,
-0.15369075536727905,
0.25117239356040955,
0.48685014247894287,
-0.10161525756120682,
0.17538517713546753,
0.2800558805465698,
-0.5863353610038757,
-0.19460342824459076,
-0.16721467673778534,
0.46555981040000916,
-0.12614211440086365,
0.4329357147216797,
-0.07075648009777069,
0.025291914120316505,
-0.09596159309148788,
0.44917356967926025,
0.16136673092842102,
0.0213761068880558,
-0.21335406601428986,
-0.7074288129806519,
-0.14879830181598663,
-0.19308210909366608,
-0.5952730774879456,
0.10882838815450668,
-0.061981040984392166,
0.22738660871982574,
-0.1596359759569168,
0.11860571056604385,
-0.0053774211555719376,
0.1341332197189331,
-0.23607970774173737,
0.4982999861240387,
0.3569622337818146,
-1.0085933208465576,
0.2816268503665924,
-0.003432259429246187,
-0.24664033949375153,
-0.6608128547668457,
-0.3823239207267761,
-0.0435107983648777,
0.3155943751335144,
-0.0152098024263978,
-0.4699617922306061,
-0.057801224291324615,
-0.5523438453674316,
-0.06965373456478119,
-0.1461869478225708,
-0.11460844427347183,
0.11043726652860641,
-0.02928200177848339,
-0.20467810332775116,
0.04773208126425743,
-0.4017614722251892,
-0.6189789772033691,
0.5534049272537231,
1.1360502243041992,
0.29776790738105774,
-0.09284333139657974,
-0.070746049284935,
-0.30679166316986084,
-0.3840538263320923,
0.25930121541023254,
0.3257775902748108,
0.4608835279941559,
0.03445460647344589,
-0.1133098378777504,
-0.20590439438819885,
0.6105991005897522,
0.14171826839447021,
-0.3378666341304779,
-0.3352348804473877,
-0.09805048257112503,
0.33732306957244873,
-0.5491902232170105,
0.5946561098098755,
0.358299195766449,
-0.2482365369796753,
0.1635832041501999,
0.2816205322742462,
-0.36053726077079773,
-0.33379706740379333,
-0.28981536626815796,
-0.2716446816921234,
-0.06834255903959274,
-0.14466601610183716,
-0.2721090614795685,
0.013776777312159538,
0.5032541751861572,
-0.40592801570892334,
-0.27787259221076965,
0.23942138254642487,
0.333771675825119,
-0.45621800422668457,
-0.06674032658338547,
-0.0036044889129698277,
-0.3434236943721771,
-0.09921004623174667,
0.3975502848625183,
-0.37231141328811646,
0.00935114175081253,
0.22810818254947662,
0.007587935775518417,
-0.08612382411956787,
0.14315804839134216,
0.06525511294603348,
-0.40382230281829834,
-0.11437026411294937,
-0.47004634141921997,
0.2815638780593872,
-0.22786326706409454,
0.12685716152191162,
0.19407236576080322,
0.5696256756782532,
0.07846050709486008,
-0.08807050436735153,
-0.033307816833257675,
0.49535471200942993,
-0.027786096557974815,
-0.26070332527160645,
-0.7170196175575256,
-0.1567617654800415,
0.3154265284538269,
-0.17764075100421906,
0.23280943930149078,
-0.031518395990133286,
0.8160009384155273,
0.31368303298950195,
0.055063534528017044,
-0.4409709870815277,
-0.023653006181120872,
0.7139973640441895,
-0.15872402489185333,
-0.5614877343177795,
-0.3337644636631012,
-0.20829005539417267,
0.1494974046945572,
0.06585130095481873,
0.04283459484577179,
-0.5212239623069763,
0.3405398726463318,
-0.3013273775577545,
-0.10721535235643387,
-0.09016865491867065,
0.0585547499358654,
0.1400613933801651,
-0.1595173329114914,
-0.2439170479774475,
0.026409847661852837,
0.3507402837276459,
-0.10875564813613892,
0.05157913267612457,
-0.21286098659038544,
-0.37988579273223877,
-0.1056126281619072,
-0.09901490807533264,
0.15616488456726074,
0.11850643157958984,
0.3370347321033478,
-0.11729313433170319,
0.13533194363117218,
0.13819973170757294,
-0.4571573734283447,
-0.01572103425860405,
-0.6156848669052124,
-0.08555459976196289,
-0.16858631372451782,
0.12398753315210342,
0.6446077227592468,
0.2525217831134796,
0.019676661118865013,
-0.06689270585775375,
-0.07141277939081192,
1.0400594472885132,
0.19541063904762268,
-0.49103203415870667,
0.5617655515670776,
0.2326345443725586,
0.33004459738731384,
0.2717553675174713,
-0.03047899156808853,
-0.12126109004020691,
0.47020241618156433,
0.10403194278478622,
0.17974133789539337,
0.48830556869506836,
-0.27228468656539917,
-0.13722556829452515,
0.2001233994960785,
-0.044843655079603195,
0.7216656804084778,
0.14420545101165771,
-0.03681064397096634,
0.3703806698322296,
0.2468656450510025,
-0.27176666259765625,
-0.8137289881706238,
0.720772922039032,
-0.1470196396112442,
0.16218118369579315,
0.1588800698518753,
0.2877435088157654,
0.3308577239513397,
0.6640982031822205,
-0.49540871381759644,
0.24547281861305237,
0.2952241897583008,
0.3407277762889862,
0.38384637236595154,
-0.8318660855293274,
-0.439004510641098,
0.023117557168006897,
0.504167377948761,
0.7596251368522644,
-0.23594486713409424,
0.07234920561313629,
-0.11049779504537582,
0.21451246738433838,
0.31224870681762695,
0.45002713799476624,
-0.4797086715698242,
0.5779297351837158,
0.19333089888095856,
-0.14658549427986145,
-0.08989962190389633,
0.0548500157892704,
-0.3799654245376587,
-0.12771610915660858,
0.5159755945205688,
-0.3059823215007782,
-0.71981281042099,
0.45041805505752563,
0.2402881681919098,
0.5569281578063965,
-0.29396820068359375,
-0.16015823185443878,
-0.781762421131134,
-0.18108029663562775,
0.5806891322135925,
0.05963500961661339,
0.3097790777683258,
-0.23936434090137482,
-0.38923364877700806,
0.44360727071762085,
-0.5192965865135193,
0.09831664711236954,
-0.07521705329418182,
-0.7985333204269409,
-0.1718122661113739,
-0.08375334739685059,
-0.22877179086208344,
0.32576993107795715,
0.31494900584220886,
0.43666788935661316,
-0.13677866756916046,
-0.4552510678768158,
0.47927939891815186,
-0.05238579586148262,
-0.11149849742650986,
0.15340518951416016,
0.30368882417678833,
0.0008407483692280948,
0.06825252622365952,
-0.902530312538147,
-0.12020037323236465,
0.16531506180763245,
-0.02466561459004879,
0.2190784364938736,
-0.46605274081230164,
0.8902917504310608,
0.5964607000350952,
0.10358867794275284,
0.27773749828338623,
-0.06435525417327881,
0.005103405565023422,
0.7236742377281189,
-0.4676676392555237,
0.2833852767944336,
-1.047271490097046,
-0.3225676417350769,
-0.371191143989563,
0.04124235734343529,
0.7891320586204529,
-0.07095492631196976,
-0.23056219518184662,
-0.22572267055511475,
0.07393688708543777,
0.5483720302581787,
0.004126755986362696,
-0.006418277975171804,
0.15264801681041718,
-0.29803329706192017,
-0.5273113250732422,
-0.5343655347824097,
0.4977637529373169,
-0.15382520854473114,
0.22398346662521362,
-0.26284557580947876,
0.2550693452358246,
0.035897087305784225,
-0.2773154079914093,
0.18886414170265198,
0.18548068404197693,
-0.48740312457084656,
-0.5286073684692383,
0.6173269748687744,
-0.22140973806381226,
0.14653624594211578,
-0.25747182965278625,
0.2452869564294815,
0.5759762525558472,
-0.4593658745288849,
-0.2781764566898346,
-0.40372616052627563,
-0.03316604718565941,
0.44522473216056824,
0.16148741543293,
0.4923727512359619,
-0.5572550296783447,
-0.3832293152809143,
-0.6874171495437622,
0.25775203108787537,
0.031391922384500504,
-0.4267289638519287,
-0.38765856623649597,
-0.1507912576198578,
-0.7784103155136108,
0.16874614357948303,
-0.06024317070841789,
-0.42045167088508606,
-0.3458612859249115,
-0.5326088070869446
] |
The field of prevention, both research and practice, came a long way in the1980s: from short-term, even one-shot, individual-focused interventions in the school classroom to a growing awareness and beginning implementation of long-term, comprehensive, environmental-focused interventions expanding beyond the school to include the community. Furthermore, in the mid-1980s we finally started to hear preventionists talking about prevention strategies and programs based on research identifying the underlying risk factors for problems such as alcohol and other drug abuse, teen pregnancy, delinquency and gangs, and dropping out (Hawkins, Lishner, and Catalano, 1985). While certainly a giant step in the right direction, the identification of risks does not necessarily provide us with a clear sense of just what strategies we need to implement to reduce the risks. More recently, we are hearing preventionists talk about “protective factors,” about building “resiliency” in youth, about basing our strategies on what research hast old us about the environmental factors that facilitate the development of youth who do not get involved in life-compromising problems (Benard, March 1987). What clearly becomes the challenge for the l990s is the implementation of prevention strategies that strengthen protective factors in our families, schools, an communities. As Gibbs and Bennett (1990) conceptualize the process, we must”turn the situation around by translating negative risk factors into positive action strategies” which are, in essence, protective factors. After a brief overview of the protective factor research phenomenon, this paper will discuss the major protective factors that research has identified as contributing to the development of resiliency in youth and the implications of this for building effective prevention programs. | [
-0.008253038860857487,
0.011607825756072998,
-0.017322096973657608,
0.004983717575669289,
0.01815255731344223,
-0.007230144925415516,
0.007614416535943747,
0.02425367757678032,
-0.013981539756059647,
-0.011802579276263714,
0.0019881753250956535,
0.013417194597423077,
-0.0031036522705107927,
0.009513654746115208,
0.02406436949968338,
0.017598416656255722,
0.0019523692317306995,
0.021049484610557556,
0.011859918013215065,
0.005955074913799763,
-0.0020822370424866676,
0.005722415167838335,
0.009448251686990261,
0.015168841928243637,
-0.01871241256594658,
-0.0050364211201667786,
0.00687321275472641,
-0.012697877362370491,
-0.001213323324918747,
-0.03727876394987106,
0.019282303750514984,
0.0026465218979865313,
-0.0031259492971003056,
0.00555427186191082,
0.0039414288476109505,
-0.015255503356456757,
0.0050356765277683735,
-0.0028890708927065134,
-0.015074892900884151,
-0.00355917913839221,
0.02524540200829506,
-0.009816896170377731,
0.002996956929564476,
-0.0158685352653265,
-0.009570694528520107,
-0.0006150682456791401,
-0.009495899081230164,
-0.001580461859703064,
0.003974283114075661,
0.015914011746644974,
-0.017858225852251053,
0.014200929552316666,
-0.009724936448037624,
0.0009980497416108847,
-0.006371592171490192,
-0.027744662016630173,
0.020125575363636017,
0.02388581819832325,
0.0034347004257142544,
-0.013937458395957947,
-0.005616748705506325,
0.008889018557965755,
0.010398555546998978,
0.001947423443198204,
-0.005065298639237881,
-0.06714342534542084,
0.006931846030056477,
0.018718760460615158,
0.005084228236228228,
-0.009608163498342037,
0.02047901228070259,
0.009222477674484253,
-0.015772810205817223,
-0.022433148697018623,
-0.0007313278038054705,
0.0035537397488951683,
0.012321561574935913,
0.028660185635089874,
0.015870600938796997,
0.014546697959303856,
-0.013149833306670189,
0.005918669514358044,
-0.04666224494576454,
0.024752456694841385,
0.00587897002696991,
0.0035219835117459297,
0.0045110201463103294,
0.0006132088601589203,
-0.008083140477538109,
-0.0018419008702039719,
0.00847808551043272,
-0.020618338137865067,
-0.018732693046331406,
-0.010550297796726227,
0.012579615227878094,
-0.031244397163391113,
-0.021223340183496475,
0.005730708595365286,
-0.00396133866161108,
-0.013880888931453228,
-0.0035810056142508984,
-0.02176525816321373,
0.01599523425102234,
0.0104439752176404,
0.005100906826555729,
0.00232157064601779,
0.010687868110835552,
0.01303140539675951,
-0.004241735674440861,
-0.0018447584006935358,
0.00578946340829134,
0.025725238025188446,
0.024599362164735794,
-0.024098247289657593,
0.014838458970189095,
0.006549136247485876,
0.009209442883729935,
0.00028112204745411873,
0.014469359070062637,
-0.0013565882109105587,
0.03515765443444252,
-0.008270833641290665,
-0.0009298659861087799,
0.016734693199396133,
-0.002033226890489459,
-0.0032119741663336754,
0.030240798369050026,
0.004614277742803097,
-0.037889618426561356,
0.006654865108430386,
-0.00730707123875618,
-0.009973205626010895,
0.010894935578107834,
-0.0019314037635922432,
-0.004958461970090866,
-0.011392869986593723,
0.024629807099699974,
-0.020040363073349,
0.0013169209705665708,
0.010261903516948223,
-0.004926889203488827,
0.008570349775254726,
-0.004384893923997879,
0.00816374272108078,
-0.009587529115378857,
-0.002003616187721491,
-0.021179942414164543,
0.011662043631076813,
0.014647668227553368,
-0.0063951811753213406,
0.008306571282446384,
0.0006724698469042778,
-0.01749465800821781,
-0.01777142658829689,
-0.004487982485443354,
0.030204595997929573,
0.01009443774819374,
0.0071209692396223545,
-0.013104701414704323,
0.003939849324524403,
-0.009891890920698643,
0.026154786348342896,
-0.005310201086103916,
0.007750091142952442,
0.01950487494468689,
0.017383303493261337,
0.0060556731186807156,
-0.005362735595554113,
0.0041493638418614864,
-0.000391600769944489,
-0.014835339039564133,
0.010350041091442108,
-0.008986148051917553,
0.012604941613972187,
-0.019690558314323425,
-0.0036111099179834127,
0.0046729836612939835,
0.008254517801105976,
0.00486453901976347,
0.06674331426620483,
-0.017964763566851616,
0.002574258018285036,
-0.011154239997267723,
0.019223608076572418,
0.0035380797926336527,
-0.004005929455161095,
0.023800713941454887,
-0.004183737561106682,
-0.02016579359769821,
0.005148035008460283,
0.0005488656461238861,
-0.008190677501261234,
-0.0011747002135962248,
-0.0072163986042141914,
-0.009369103237986565,
0.00440436415374279,
0.017372261732816696,
-0.009117385372519493,
-0.009434952400624752,
-0.016834715381264687,
0.010501544922590256,
-0.009068402461707592,
0.03456851467490196,
0.01833243854343891,
-0.01643744483590126,
0.00029019033536314964,
-0.0010766941122710705,
-0.006213151849806309,
0.009639129042625427,
0.001513967989012599,
0.025708360597491264,
-0.020021717995405197,
0.019290383905172348,
-0.0024456018581986427,
0.010609632357954979,
-0.01682884804904461,
-0.007266697008162737,
0.011018709279596806,
-0.007276485674083233,
-0.019055452197790146,
-0.0029997138772159815,
0.035286739468574524,
-0.0184505395591259,
-0.025324393063783646,
0.01348093245178461,
0.010005982592701912,
0.003519308753311634,
0.010115496814250946,
-0.004744572099298239,
-0.005902016535401344,
-0.005914619192481041,
0.00793730653822422,
-0.006275398191064596,
-0.008622952736914158,
0.01959950104355812,
-0.007955728098750114,
0.009753035381436348,
-0.012105817906558514,
0.01971590705215931,
-0.011356511153280735,
-0.00447195814922452,
-0.0188249833881855,
-0.017632724717259407,
0.019876545295119286,
0.0033748475834727287,
0.014179717749357224,
0.03123283199965954,
-0.002806513337418437,
-0.034715935587882996,
0.017250528559088707,
0.0029705201741307974,
-0.03807380050420761,
0.015395566821098328,
-0.009336154907941818,
-0.004622778855264187,
0.012512614950537682,
0.0009869544301182032,
0.004252276383340359,
0.025551512837409973,
-0.04372485727071762,
0.0122175682336092,
0.008523019030690193,
-0.006209878250956535,
-0.010258153080940247,
0.015164688229560852,
-0.005933849141001701,
0.03327626734972,
-0.007718534208834171,
0.011466712690889835,
0.017228655517101288,
0.0019162014359608293,
-0.012017500586807728,
0.0007844192441552877,
-0.08169528841972351,
-0.0015276250196620822,
0.024928292259573936,
-0.013183328323066235,
0.010670611634850502,
-0.028440430760383606,
-0.0014451160095632076,
0.009671512059867382,
-0.01657828688621521,
0.020187564194202423,
0.00488537410274148,
0.009429499506950378,
-0.007128738798201084,
0.0009399382397532463,
0.019279109314084053,
-0.0068373605608940125,
0.005296054296195507,
0.0017612100346013904,
-0.013217105530202389,
-0.0073453267104923725,
-0.01415883470326662,
-0.00495265144854784,
-0.002472566906362772,
-0.008135677315294743,
-0.026087604463100433,
0.034848038107156754,
-0.013776544481515884,
0.001740868203341961,
-0.03662930056452751,
0.015639085322618484,
0.01399304810911417,
-0.022448036819696426,
-0.013322185724973679,
-0.021685423329472542,
-0.003294980153441429,
0.004580998793244362,
-0.0020249593071639538,
-0.0024340637028217316,
0.008492409251630306,
-0.0003541785990819335,
0.01996787264943123,
0.007388848811388016,
-0.014278693124651909,
-0.009536594152450562,
-0.002286826027557254,
0.02005702815949917,
0.0024748784489929676,
0.0207902193069458,
0.02213628590106964,
0.0011728908866643906,
0.010650888085365295,
-0.010760344564914703,
-0.009412349201738834,
0.002836884232237935,
-0.015520915389060974,
-0.022377625107765198,
-0.001857927069067955,
-0.007297690957784653,
-0.008239399641752243,
-0.0017458413494750857,
-0.002667421940714121,
-0.004525494296103716,
0.009099213406443596,
0.029497617855668068,
-0.02024572715163231,
-0.02617066353559494,
-0.005828939378261566,
0.024583198130130768,
0.01520328875631094,
0.014089120551943779,
0.023668410256505013,
0.0008164974860846996,
-0.023259155452251434,
-0.0117265023291111,
0.009823357686400414,
-0.005970742087811232,
-0.019476229324936867,
-0.0026254402473568916,
0.020200947299599648,
-0.019200783222913742,
0.02022351697087288,
0.004927897360175848,
-0.010974245145916939,
0.002195607637986541,
-0.009184509515762329,
0.0013709929771721363,
0.014439553022384644,
-0.013882826082408428,
0.009327087551355362,
-0.017602110281586647,
0.02436116337776184,
-0.004340078216046095,
-0.0049482122994959354,
0.008578727953135967,
0.03282734751701355,
-0.022712349891662598,
-0.008869042620062828,
0.0011660882737487555,
0.004624042194336653,
0.009412487968802452,
-0.012748969718813896,
0.002604546258226037,
-0.017080944031476974,
-0.016276586800813675,
-0.001140151172876358,
0.004150762688368559,
0.011644176207482815,
0.001858205534517765,
-0.018263671547174454,
-0.00988735631108284,
-0.021900326013565063,
-0.00826671626418829,
0.0029831419233232737,
0.003999688662588596,
0.011460005305707455,
0.020704638212919235,
-0.00418465118855238,
-0.01791989617049694,
0.07232038676738739,
-0.003927075769752264,
0.02679232880473137,
0.000899057718925178,
-0.018862377852201462,
-0.03733124956488609,
0.004135198425501585,
0.0009589872788637877,
0.018176106736063957,
-0.004162782337516546,
0.013055672869086266,
-0.01348838023841381,
0.007557559758424759,
-0.0001139719970524311,
0.013445546850562096,
-0.012982244603335857,
-0.014514581300318241,
0.008889617398381233,
0.0076086027547717094,
-0.017134923487901688,
0.004150665830820799,
-0.00518672913312912,
0.013439134694635868,
-0.02659955993294716,
0.00692374724894762,
-0.015333435498178005,
-0.011855549179017544,
-0.00894967932254076,
0.007645204663276672,
0.0015900804428383708,
-0.0021543079055845737,
0.011463295668363571,
-0.0028598576318472624,
-0.028404532000422478,
0.011331088840961456,
0.00798021350055933,
0.014208144508302212,
-0.01250641793012619,
-0.010791915468871593,
0.00820417981594801,
0.018865343183279037,
-0.009746751748025417,
-0.007537814788520336,
0.014434471726417542,
0.013946971856057644,
0.022926930338144302,
-0.019318904727697372,
-0.008503753691911697,
0.005615337751805782,
0.026582257822155952,
-0.014790534973144531,
-0.005423626396805048,
0.004386049695312977,
-0.0012612964492291212,
-0.03722269460558891,
-0.02833610400557518,
-0.02036605402827263,
-0.009497325867414474,
-0.024159545078873634,
-0.013634756207466125,
-0.024249132722616196,
-0.010782918892800808,
0.017175255343317986,
-0.006118763238191605,
-0.008650662377476692,
-0.012904415838420391,
0.011197293177247047,
-0.019426921382546425,
0.002219259738922119,
0.014859599992632866,
-0.008660406805574894,
-0.01099526509642601,
-0.0009152786806225777,
0.019215747714042664,
-0.012999769300222397,
-0.01328095979988575,
-0.012587340548634529,
-0.0033030672930181026,
0.0072267428040504456,
-0.01454237475991249,
-0.01554039865732193,
0.007233624346554279,
-0.00362530630081892,
-0.0013129661092534661,
-0.001626260345801711,
0.018068019300699234,
-0.012766780331730843,
-0.07517307996749878,
0.019312482327222824,
0.0029041720554232597,
-0.011253681033849716,
0.008343259803950787,
0.023903004825115204,
-0.01131740678101778,
0.02283366397023201,
0.004297113046050072,
-0.0051833996549248695,
0.007320671807974577,
0.007323174737393856,
-0.025438804179430008,
-0.015001945197582245,
0.017306223511695862,
0.012501874938607216,
-0.010956335812807083,
-0.002249890472739935,
0.014509271830320358,
-0.005588817410171032,
0.02048337459564209,
-0.011844703927636147,
-0.048921771347522736,
-0.026537682861089706,
0.01181824691593647,
-0.0814739391207695,
-0.009055088274180889,
0.0062898569740355015,
-0.012771607376635075,
0.0040897345170378685,
-0.007910951972007751,
0.008859796449542046,
-0.006457881070673466,
0.0036787670105695724,
-0.012231733649969101,
-0.014122291468083858,
-0.008181212469935417,
0.007913511246442795,
0.003915545530617237,
0.011399183422327042,
-0.0033201260957866907,
0.0027205636724829674,
-0.008803014643490314,
-0.006418356206268072,
-0.026151375845074654,
-0.0004643613938242197,
0.0006457304116338491,
-0.00807169172912836,
0.004078845959156752,
-0.001316482201218605,
-0.02515076845884323,
-0.001293381443247199,
0.008719116449356079,
0.0007992899045348167,
-0.013770842924714088,
0.012878522276878357,
0.00515923835337162,
-0.0051900241523981094,
0.0075822737999260426,
0.00832179095596075,
-0.006373596377670765,
-0.004928295500576496,
-0.006270074751228094,
0.023951536044478416,
-0.014211474917829037,
-0.0026203880552202463,
-0.009155026637017727,
0.0009749447926878929,
0.009918583557009697,
-0.0052569215185940266,
0.0206441767513752,
0.0096743730828166,
-0.004156462848186493,
0.011784058064222336,
0.0007498327177017927,
0.01147044450044632,
-0.014446043409407139,
0.0032227952033281326,
0.022331634536385536,
0.01086371298879385,
0.004769907332956791,
-0.003433634527027607,
-0.008827956393361092,
-0.0026442729867994785,
0.004560578148812056,
0.001420453772880137,
0.017273444682359695,
-0.01914292201399803,
0.07171262055635452,
-0.011846153996884823,
0.019301649183034897,
-0.01076342910528183,
-0.004379109013825655,
-0.0008755261078476906,
-0.005085751414299011,
-0.01753479614853859,
-0.003288965905085206,
0.003435230813920498,
0.020247574895620346,
-0.010683547705411911,
-0.010432890616357327,
0.00791342556476593,
0.005667299032211304,
-0.021055646240711212,
0.025364436209201813,
-0.003524164203554392,
-0.01872222125530243,
0.018763426691293716,
-0.003277247305959463,
0.03533030301332474,
-0.03252614289522171,
-0.0026699984446167946,
0.008295685052871704,
0.0045038191601634026,
-0.01719732955098152,
-0.006739633157849312,
-0.01894102804362774,
0.017251694574952126,
-0.0013162321411073208,
0.008009517565369606,
0.0034903043415397406,
0.021808765828609467,
0.03274031728506088,
0.014276161789894104,
0.013051183894276619,
-0.001902122632600367,
0.012653270736336708,
0.020484410226345062,
-0.011690933257341385,
-0.004527384415268898,
0.00639350526034832,
0.014011796563863754,
0.018439363688230515,
-0.023343132808804512,
-0.0002485937438905239,
-0.015968121588230133,
0.0012315091444179416,
0.0049866242334246635,
-0.00501922145485878,
0.008228851482272148,
0.0042952909134328365,
0.005252376198768616,
-0.0012982274638488889,
0.015347645618021488,
-0.029587551951408386,
0.022197749465703964,
-0.002959800884127617,
-0.01822439208626747,
0.011867060326039791,
-0.0158404428511858,
0.027391396462917328,
-0.014907795935869217,
-0.005665328819304705,
-0.000980121549218893,
0.0027593886479735374,
-0.021022826433181763,
-0.006830207072198391,
0.0101230563595891,
0.0007319364231079817,
0.01549516711384058,
0.003243644256144762,
-0.013618478551506996,
-0.009670285508036613,
-0.00962379202246666,
0.00762425921857357,
-0.0010154650080949068,
0.008828473277390003,
0.014343149960041046,
-0.008022711612284184,
-0.010201617144048214,
0.010108309797942638,
0.012377575039863586,
-0.0013444861397147179,
-0.015846896916627884,
0.013049308210611343,
0.011378839612007141,
-0.007869900204241276,
0.005983727518469095,
0.0027009714394807816,
-0.0003900777082890272,
0.0113961361348629,
-0.001728841569274664,
0.00990331918001175,
0.03540642186999321,
-0.003773709060624242,
0.004627404268831015,
0.012281635776162148,
0.02089572884142399,
0.012024382129311562,
0.009119339287281036,
0.006679201032966375,
0.0046913111582398415,
0.0004465775564312935,
0.003111137542873621,
0.014142119325697422,
0.014963043853640556,
-0.003974579274654388,
0.029220912605524063,
-0.017126424238085747,
-0.021718116477131844,
-0.010994313284754753,
0.016315966844558716,
-0.0010226259473711252,
0.018420863896608353,
-0.011359721422195435,
-0.0030156737193465233,
-0.011633666232228279,
-0.012708662077784538,
-0.015663642436265945,
0.0027304606046527624,
-0.015813669189810753,
0.027297059074044228,
0.016940554603934288,
-0.0010473718866705894,
-0.010044340044260025,
0.005706295371055603,
0.005758377723395824,
0.0118501465767622,
-0.0018873104127123952,
0.00562641117721796,
-0.019154995679855347,
0.002806524746119976,
0.005023882258683443,
0.0035188787151128054,
-0.02158358134329319,
0.010284666903316975,
-0.015346108004450798,
-0.004000783897936344,
0.019048266112804413,
0.02300267107784748,
-0.005042887758463621,
-0.03064415417611599,
0.010652368888258934,
0.005211703013628721,
0.018070992082357407,
0.0297761969268322,
0.02475271373987198,
0.014102531597018242,
0.0027738530188798904,
0.009895764291286469,
0.02281402423977852,
-0.0009738754597492516,
0.005000219214707613,
0.018011709675192833,
0.01750844158232212,
-0.012746619991958141,
-0.012707824818789959,
-0.01508830115199089,
-0.003635386936366558,
-0.02576211467385292,
-0.004906987305730581,
-0.012360697612166405,
-0.015036968514323235,
0.016924548894166946,
0.009958959184587002,
0.012478934600949287,
-0.004514024592936039,
0.028923489153385162,
0.01749841310083866,
-0.003146619303151965,
-0.014716644771397114,
0.025395428761839867,
0.00428533460944891,
-0.018880503252148628,
-0.0044538225047290325,
0.010785184800624847,
-0.031560588628053665,
0.023036593571305275,
0.030757488682866096,
-0.013391649350523949,
0.02646881341934204,
-0.008875742554664612,
0.0014661240857094526,
-0.0029465407133102417,
-0.0036995788104832172,
-0.004300952889025211,
0.022581011056900024,
0.018468838185071945,
0.0001687085023149848,
-0.017045369371771812,
-0.009848090820014477,
-0.012403488159179688,
0.00330185005441308,
-0.01572187803685665,
-0.00962130818516016,
-0.018080420792102814,
0.010198810137808323,
-0.016542470082640648,
0.00608436856418848,
0.005151993595063686
] | [
0.3582405149936676,
0.4138457179069519,
-0.5852856636047363,
0.111062191426754,
0.07408831268548965,
-0.05628759786486626,
0.48054659366607666,
0.18112967908382416,
-0.13361214101314545,
-0.4417412281036377,
0.3548567295074463,
0.690262496471405,
-0.2695934474468231,
0.030333297327160835,
0.03980620950460434,
0.21746887266635895,
0.5943658947944641,
0.04101800546050072,
-0.28201529383659363,
0.19766055047512054,
-0.9814287424087524,
-0.1290898621082306,
0.23388421535491943,
0.3081583082675934,
0.761334240436554,
0.05027514323592186,
0.0939798355102539,
-0.03770199045538902,
0.36439624428749084,
0.2137027531862259,
0.4389154314994812,
0.6118417978286743,
0.24521633982658386,
-0.302114337682724,
-0.3860410451889038,
0.20912544429302216,
-0.015312924049794674,
-0.16120260953903198,
0.10692013800144196,
-0.11026803404092789,
0.1054985299706459,
0.30319562554359436,
-0.4695044159889221,
-0.3335588872432709,
0.3856657147407532,
-0.3260200619697571,
-1.6546673774719238,
0.25129929184913635,
-0.0076873525977134705,
-0.19002263247966766,
-0.40354645252227783,
-0.33350449800491333,
-0.31239789724349976,
0.1433005928993225,
-0.4091339707374573,
0.09542020410299301,
-0.4524047374725342,
-0.21117731928825378,
0.12976083159446716,
0.00476311519742012,
0.037555061280727386,
-0.13076266646385193,
0.05575067177414894,
0.1759009212255478,
-0.36051812767982483,
0.2138824462890625,
0.11810336261987686,
0.7262178659439087,
-0.3036903440952301,
-0.6408793330192566,
-0.3158511817455292,
-0.33838915824890137,
-0.0021315389312803745,
-0.3242949843406677,
0.024312792345881462,
-0.2610176205635071,
0.496145099401474,
-0.39377307891845703,
-0.1363365352153778,
-0.3341158330440521,
0.11868005245923996,
0.18943893909454346,
-0.007641692645847797,
-0.32146507501602173,
0.5336219668388367,
0.07974950969219208,
-0.04206039011478424,
0.5068837404251099,
-0.05597794055938721,
0.32454997301101685,
-0.11053262650966644,
-0.0468461699783802,
0.5579032301902771,
-0.012112745083868504,
0.7913256883621216,
0.49295639991760254,
0.707330584526062,
0.23772850632667542,
0.25574180483818054,
-0.13349148631095886,
-0.0941169336438179,
0.059771426022052765,
0.2074228972196579,
-0.14865800738334656,
-0.3323647081851959,
-0.16666211187839508,
0.8307283520698547,
-0.2437705099582672,
-0.3762315809726715,
0.07392339408397675,
-0.18848532438278198,
0.4220552444458008,
-0.22292083501815796,
0.18757373094558716,
0.18665075302124023,
0.617997407913208,
0.6656429767608643,
-0.28161248564720154,
-0.15976132452487946,
-0.28957757353782654,
-0.663891077041626,
0.2807973325252533,
-0.04565154388546944,
0.5464943051338196,
-0.23326918482780457,
0.059580910950899124,
0.19064560532569885,
0.600173830986023,
-0.3616239130496979,
-0.46301785111427307,
0.045486558228731155,
0.21617645025253296,
-0.04814658686518669,
-0.3836768865585327,
-0.2744307816028595,
-0.1404184252023697,
0.1410929411649704,
0.1193847730755806,
-0.3071533143520355,
-0.1154940277338028,
-0.03361894562840462,
-0.24507653713226318,
0.0388619527220726,
-0.06263129413127899,
0.4555005729198456,
-0.5279300212860107,
0.42317771911621094,
-0.15114685893058777,
-0.4296726584434509,
-0.14921070635318756,
0.17536410689353943,
-0.08342069387435913,
-0.32222527265548706,
-0.21110157668590546,
0.1352400779724121,
0.7638695240020752,
-0.0021829684264957905,
0.2823087275028229,
-0.08077733218669891,
0.21364359557628632,
0.16228017210960388,
-0.28843313455581665,
-0.3169703185558319,
-0.06324368715286255,
0.00854492373764515,
-0.6030721068382263,
-0.3699837625026703,
0.005368338897824287,
0.17223498225212097,
0.2604955732822418,
-0.2958791255950928,
-0.2571691572666168,
-0.17117473483085632,
-0.5918378233909607,
-0.05747735872864723,
0.12865202128887177,
0.4918825626373291,
0.35608217120170593,
-0.12754055857658386,
0.454019695520401,
-0.5470737814903259,
-0.11748172342777252,
-0.07316256314516068,
-0.5258212685585022,
0.13664162158966064,
-0.44811636209487915,
0.58136385679245,
-0.22025619447231293,
0.17410439252853394,
0.2433057427406311,
-0.2822805345058441,
-0.7221508026123047,
0.4334254264831543,
-0.6806412935256958,
1.2802050113677979,
-0.22211530804634094,
0.12927298247814178,
0.9868486523628235,
-0.2914319634437561,
0.08575062453746796,
-0.05633089691400528,
-0.11684168875217438,
0.43488460779190063,
-0.1496059149503708,
-1.1967300176620483,
0.0707821398973465,
-0.15058888494968414,
0.18640528619289398,
-0.4937215745449066,
0.0034751659259200096,
0.5396517515182495,
-0.22287659347057343,
-0.14187544584274292,
-0.3188022971153259,
0.6222541332244873,
0.2040119618177414,
-0.2222936600446701,
0.30030325055122375,
-0.15412785112857819,
-0.45861855149269104,
0.06739959120750427,
-0.7430515289306641,
0.6017994284629822,
0.19396686553955078,
0.5234919190406799,
0.4928220510482788,
0.6439423561096191,
0.07388707250356674,
0.472573459148407,
-0.4053519666194916,
0.4074743688106537,
-0.2800828516483307,
0.36622944474220276,
-0.52433842420578,
-0.4197827875614166,
0.44143450260162354,
-0.26828712224960327,
-0.11026646941900253,
-0.229094997048378,
-0.46725597977638245,
0.14934973418712616,
-0.10878267139196396,
-0.4399886727333069,
0.5524217486381531,
-0.002785817487165332,
-0.041455063968896866,
-0.21120037138462067,
0.08564282208681107,
-0.5396389961242676,
0.5083610415458679,
-0.23202593624591827,
0.5246136784553528,
0.45536354184150696,
-0.2969423830509186,
0.1845022439956665,
-0.01322796568274498,
-0.05968571454286575,
-0.28964337706565857,
0.6690447926521301,
-0.38592028617858887,
0.09344178438186646,
0.08942533284425735,
0.35457560420036316,
0.3010253310203552,
-0.1415025293827057,
-0.25197938084602356,
-0.0835287868976593,
-0.06753703206777573,
-0.1543848216533661,
0.17318753898143768,
0.21797071397304535,
0.060689643025398254,
-0.05168931186199188,
-0.09715662896633148,
-0.17054195702075958,
-0.8849877119064331,
0.6044374108314514,
0.7236102223396301,
0.013757031410932541,
-0.16766591370105743,
-0.3842375576496124,
0.408193439245224,
0.365098774433136,
-0.5748690962791443,
0.13838906586170197,
-0.2669999897480011,
-0.07745428383350372,
-0.2834007441997528,
-0.33343014121055603,
0.6000309586524963,
0.36805981397628784,
-0.02668788842856884,
-0.1592540293931961,
-0.4357544183731079,
0.10973341763019562,
0.12333036214113235,
-0.6663667559623718,
0.1688547134399414,
0.4213038980960846,
0.08934920281171799,
-0.06061540171504021,
0.3461363911628723,
-0.2548554241657257,
0.2403516173362732,
-0.2610878348350525,
0.09089712053537369,
-0.18747273087501526,
0.17408275604248047,
-6.049901008605957,
-0.019274389371275902,
-0.32063841819763184,
-0.10867014527320862,
-0.7472385764122009,
-0.07042451947927475,
0.4839117228984833,
-0.5185695886611938,
0.786507785320282,
-0.13485263288021088,
0.2524406313896179,
0.05055014789104462,
0.15669724345207214,
0.22799327969551086,
-0.09053203463554382,
0.14167411625385284,
0.26438549160957336,
-0.20218738913536072,
-0.811906635761261,
0.021215708926320076,
0.39887306094169617,
-0.33437320590019226,
-0.08104640990495682,
0.6294907331466675,
0.07827399671077728,
0.003245718078687787,
-0.7103288173675537,
0.6985155940055847,
-0.33930984139442444,
0.09023413807153702,
0.463545024394989,
-0.34334033727645874,
-0.3954648971557617,
-0.013769962824881077,
-0.28006845712661743,
0.4883047342300415,
0.8129080533981323,
-0.06276576966047287,
-0.3328278958797455,
-0.2182607650756836,
0.22802388668060303,
0.11584732681512833,
-0.3409624695777893,
-0.39480122923851013,
0.2624218463897705,
0.3023168444633484,
0.22725267708301544,
0.025536298751831055,
-0.6826396584510803,
0.6011358499526978,
0.370331734418869,
-0.09800326079130173,
-0.08002198487520218,
0.10815203189849854,
0.46117347478866577,
-0.3688349425792694,
0.11123064905405045,
-0.009031720459461212,
-0.28367629647254944,
0.26807472109794617,
0.14865197241306305,
0.30245494842529297,
0.3182479441165924,
-0.5615966320037842,
0.1403031200170517,
-0.049904584884643555,
-0.9490656852722168,
-0.25052738189697266,
-0.05370699241757393,
-0.060585737228393555,
-0.37401559948921204,
0.7367822527885437,
-0.05484475567936897,
-0.7188265323638916,
-0.23960362374782562,
-0.17525431513786316,
0.29223909974098206,
-0.20040038228034973,
0.2239823341369629,
-0.1573556363582611,
-0.3106432259082794,
-0.2669922113418579,
0.523253858089447,
0.4261159300804138,
0.0005444499547593296,
0.24683527648448944,
-0.021763479337096214,
-0.004364250227808952,
-0.5066686868667603,
0.14696404337882996,
0.5313229560852051,
0.05964425951242447,
-0.10067516565322876,
0.8259361982345581,
0.24375200271606445,
1.0331180095672607,
0.16932742297649384,
-0.006699453108012676,
0.16141872107982635,
-0.6650306582450867,
0.5192456245422363,
0.19790300726890564,
-0.5709755420684814,
-0.5723496079444885,
-0.1906309872865677,
-0.1861095130443573,
-0.17875753343105316,
-0.023168988525867462,
0.8121501803398132,
-0.9278018474578857,
0.12784507870674133,
0.3442787230014801,
-0.6366804242134094,
-0.5133100152015686,
0.5460985898971558,
-0.6299176216125488,
-0.27551504969596863,
-0.02911253273487091,
0.5298782587051392,
0.2038649022579193,
-0.03490323945879936,
0.35489532351493835,
0.3313702642917633,
0.5677273869514465,
-0.4150773584842682,
-0.5368213653564453,
0.19367030262947083,
0.19712045788764954,
-0.22662511467933655,
0.43452346324920654,
0.27745285630226135,
0.332561194896698,
-0.060318682342767715,
0.09485584497451782,
0.345351904630661,
-0.016877781599760056,
-0.3760302662849426,
0.017047446221113205,
-0.06435130536556244,
0.166660875082016,
0.16234296560287476,
0.2362162321805954,
-0.12559494376182556,
-0.3397284150123596,
0.3800019919872284,
-0.07569745182991028,
-0.5520254373550415,
-0.28055328130722046,
-0.37669500708580017,
0.13542598485946655,
0.08890857547521591,
0.22851715981960297,
-0.21785548329353333,
-0.1652003824710846,
0.0011760173365473747,
0.207719087600708,
0.27830347418785095,
-0.1011303961277008,
-0.33964598178863525,
-0.31286847591400146,
0.39803484082221985,
0.21382100880146027,
-0.8840187191963196,
-0.19699159264564514,
0.11755342036485672,
0.3186403810977936,
-0.11523428559303284,
-0.10332708805799484,
0.04452797770500183,
0.16114084422588348,
0.19049791991710663,
-0.6506872773170471,
-0.7290164828300476,
-0.16868937015533447,
0.2638796865940094,
0.13798442482948303,
-0.09961225837469101,
-0.3650381565093994,
-0.5364261269569397,
-0.248691588640213,
0.3446527421474457,
-0.7118199467658997,
-0.27975034713745117,
-0.07975883036851883,
0.6100994348526001,
-0.2052486538887024,
-0.2113775908946991,
-0.5648508667945862,
-0.870171070098877,
0.04049922898411751,
0.27392667531967163,
-0.45471686124801636,
0.21392235159873962,
0.435554563999176,
-0.05383048206567764,
-0.4858827292919159,
-0.3503113389015198,
-0.11980091035366058,
-0.27606654167175293,
0.03463679552078247,
0.09554975479841232,
0.4571450352668762,
-0.05645570904016495,
0.1598777025938034,
-0.09885867685079575,
-0.6966995000839233,
-0.10114020109176636,
0.12003224343061447,
-0.5091681480407715,
-0.09175243973731995,
-0.27371925115585327,
0.12779605388641357,
-0.10697917640209198,
0.1374579668045044,
-0.0987362489104271,
0.07555253058671951,
-0.099399633705616,
-0.3320454955101013,
-0.3731844127178192,
0.008374830707907677,
0.493935227394104,
-0.1982482671737671,
-0.736219048500061,
-0.09468559920787811,
-0.4013437032699585,
0.6250391006469727,
0.30159613490104675,
-0.41318029165267944,
0.0440252460539341,
0.2027624100446701,
-0.5479633212089539,
0.024658529087901115,
0.3469622731208801,
0.17667384445667267,
-0.07989978045225143,
-0.3133809268474579,
-0.06095065549015999,
0.5740779042243958,
0.03553733229637146,
0.6537349224090576,
-0.1570257842540741,
0.38783106207847595,
-0.0731005072593689,
-0.5013749599456787,
0.43233877420425415,
0.18783219158649445,
0.12118788063526154,
-0.2601689100265503,
-0.42236292362213135,
0.14674323797225952,
-0.4885920286178589,
-0.4865929186344147,
0.09596948325634003,
-0.21870172023773193,
0.23887212574481964,
-0.18252886831760406,
-0.36519739031791687,
-0.18681350350379944,
0.29468294978141785,
-0.15381541848182678,
-0.2052645981311798,
-0.1505512148141861,
-0.8930702209472656,
-0.05837484449148178,
0.31202876567840576,
0.0008864593110047281,
-0.24115897715091705,
-0.7002829313278198,
0.33400213718414307,
-0.6006050109863281,
0.10242776572704315,
-0.4706357419490814,
0.30704692006111145,
0.6142184138298035,
0.27196019887924194,
0.024838266894221306,
-0.2648257911205292,
-0.08974655717611313,
-0.4104525148868561,
-0.5479742288589478,
-0.4461027681827545,
-0.11469028890132904,
0.28599032759666443,
-0.26518580317497253,
0.4660641849040985,
-0.3276638686656952,
0.17787237465381622,
-0.1566620171070099,
-0.17646615207195282,
-0.12297725677490234,
-0.15742896497249603,
-0.12267926335334778,
-0.8351381421089172,
-0.04274945333600044,
0.12024961411952972,
0.3408549129962921,
0.34967243671417236,
0.2668980062007904,
-0.483196496963501,
-0.07757779955863953,
-0.2405073642730713,
0.004475077614188194,
-0.08543352782726288,
-0.5758349895477295,
-0.1233191043138504,
0.35408395528793335,
0.2333204448223114,
0.1264103651046753,
-0.33308324217796326,
0.4814985990524292,
0.30290117859840393,
0.051448043435811996,
0.49560749530792236,
0.9868686199188232,
-1.128851294517517,
0.33153533935546875,
0.016711894422769547,
-0.27468329668045044,
0.9262903928756714,
0.07069836556911469,
-0.24836739897727966,
0.4006112217903137,
0.4335220456123352,
-0.48986220359802246,
-0.4521331489086151,
0.30878040194511414,
0.09351368993520737,
0.34210526943206787,
0.0804363489151001,
0.7121970653533936,
0.3782818913459778,
0.6642248630523682,
0.124419204890728,
0.40836670994758606,
0.24658578634262085,
-0.07175084203481674,
0.3637310862541199,
-0.6671004891395569,
0.06704668700695038,
0.05599544197320938,
1.2937238216400146,
0.06850704550743103,
0.03815261647105217,
0.4756138324737549,
-0.014320227317512035,
0.3887578845024109,
0.6636640429496765,
0.1755353957414627,
-0.27705517411231995,
-0.3706128001213074,
0.44307777285575867,
-0.1951245814561844,
0.3007875382900238,
0.27283501625061035,
0.0601414255797863,
0.14373350143432617,
0.3325917720794678,
-0.22235766053199768,
-0.33199992775917053,
0.009779071435332298,
0.3028402626514435,
-0.07608384639024734,
0.5658155083656311,
-0.3701431155204773,
0.1306637078523636,
0.0812540352344513,
0.7867832779884338,
-0.254600465297699,
-0.051045339554548264,
0.2417009472846985,
-0.1450996696949005,
-0.0023577746469527483,
-0.2125667929649353,
0.30147963762283325,
-0.03688303753733635,
-0.495848149061203,
0.6420965194702148,
-0.08237478137016296,
0.6409144401550293,
0.35197028517723083,
0.1903405785560608,
-0.2370394766330719,
-0.23241417109966278,
-0.7318960428237915,
-0.08300475776195526,
0.2548111081123352,
-0.14887484908103943,
0.6309781670570374,
0.06869179755449295,
-0.10329701751470566,
0.20307917892932892,
-0.24546027183532715,
0.312563955783844,
0.27634263038635254,
-0.21259358525276184,
0.18829438090324402,
0.204807311296463,
0.6065693497657776,
0.15020178258419037,
0.08394468575716019,
-0.1213802695274353,
0.2202613353729248,
-0.37771493196487427,
0.33052146434783936,
-0.5460765361785889,
0.4601174294948578,
-0.3312348425388336,
-0.6912916302680969,
-0.0093817925080657,
0.6217973828315735,
0.3854830861091614,
0.05090823769569397,
0.13996891677379608,
-0.15491506457328796,
-0.20397640764713287,
0.26104918122291565,
0.5637451410293579,
-0.3068370521068573,
-0.2808072865009308,
-0.5904028415679932,
-0.13250203430652618,
0.1221403107047081,
0.1935930699110031,
-0.2176617830991745,
-0.37994372844696045,
0.05376164987683296,
-0.36825817823410034,
0.33472222089767456,
0.07261146605014801,
0.39424243569374084,
-0.3471301794052124,
-0.1399160474538803,
-0.8083356022834778,
0.4690326452255249,
-0.2487815022468567,
-0.13834123313426971,
0.3593732714653015,
0.2780226767063141,
0.6916208267211914,
-0.06660478562116623,
-0.17960861325263977,
-0.10000111907720566,
0.3052331805229187,
0.31688764691352844,
-0.2073863297700882,
0.39628541469573975,
0.07097449898719788,
0.017165014520287514,
-0.19419510662555695,
0.24036672711372375,
-0.4285252094268799,
-0.18934279680252075,
-0.45099908113479614,
0.5052782297134399,
-0.06811203062534332,
-0.23325516283512115,
-0.09227718412876129,
-0.7693698406219482,
-0.05451840162277222,
-0.36032071709632874
] |
With the increasing rise of professionalism in sport, athletes, teams, and coaches are looking to technology to monitor performance in both games and training in order to find a competitive advantage. The use of inertial sensors has been proposed as a cost effective and adaptable measurement device for monitoring wheelchair kinematics; however, the outcomes are dependent on the reliability of the processing algorithms. Though there are a variety of algorithms that have been proposed to monitor wheelchair propulsion in court sports, they all have limitations. Through experimental testing, we have shown the Attitude and Heading Reference System (AHRS)-based algorithm to be a suitable and reliable candidate algorithm for estimating velocity, distance, and approximating trajectory. The proposed algorithm is computationally inexpensive, agnostic of wheel camber, not sensitive to sensor placement, and can be embedded for real-time implementations. The research is conducted under Griffith University Ethics (GU Ref No: 2016/294). | [
0.013521689921617508,
-0.0011719797039404511,
-0.01671982742846012,
0.017496630549430847,
-0.00697825662791729,
-0.003197895595803857,
0.007819041609764099,
-0.022050999104976654,
-0.007387051358819008,
-0.0008124993182718754,
0.01416279561817646,
0.0095448549836874,
-0.007402271032333374,
0.031647853553295135,
0.02725309319794178,
-0.010332901030778885,
0.006505015306174755,
0.016585128381848335,
0.009754814207553864,
-0.01954270713031292,
0.008547727949917316,
-0.00566256744787097,
0.009770985692739487,
0.03425610065460205,
-0.009616171941161156,
0.0015984232304617763,
0.014100516214966774,
-0.017862223088741302,
0.01719980686903,
0.0002471288898959756,
-0.018433621153235435,
0.019786402583122253,
0.014482080936431885,
0.03391653299331665,
0.019876349717378616,
0.002450082916766405,
-0.003588853869587183,
0.02122504636645317,
-0.006251917686313391,
-0.00504282396286726,
-0.022872136905789375,
-0.0007755624828860164,
0.008096426725387573,
0.000470536295324564,
-0.008722776547074318,
0.007541026920080185,
-0.0023043020628392696,
-0.012314967811107635,
-0.022851113229990005,
0.004199197515845299,
-0.01663178950548172,
-0.0068498579785227776,
0.004051622934639454,
0.00783275905996561,
-0.0061012390069663525,
-0.015783047303557396,
0.013802655041217804,
0.013853995129466057,
-0.011408394202589989,
-0.009076553396880627,
-0.016356829553842545,
-0.014006919227540493,
-0.0057657696306705475,
0.0205877386033535,
-0.004016108810901642,
-0.06702180951833725,
0.02065575122833252,
-0.0002862561959773302,
0.01708986982703209,
-0.00020311272237449884,
-0.02244151383638382,
0.012256558984518051,
0.011326953768730164,
-0.0006823772564530373,
-0.02617182582616806,
-0.005180837586522102,
-0.015158104710280895,
-0.0017675330163910985,
-0.008011508733034134,
-0.005086806602776051,
-0.021164078265428543,
-0.010820187628269196,
-0.010283218696713448,
0.01246702205389738,
0.01561574637889862,
0.0033968950156122446,
-0.013838674873113632,
-0.014927864074707031,
0.0009805667214095592,
0.0011778650805354118,
-0.025426089763641357,
-0.01193894911557436,
-0.044451408088207245,
-0.0016546696424484253,
0.008950250223279,
-0.0012104231864213943,
-0.006721763405948877,
0.012440740130841732,
0.02280748263001442,
-0.010983619838953018,
0.00430331751704216,
0.006351322401314974,
0.017276626080274582,
-0.040584392845630646,
0.000700910110026598,
0.012726819142699242,
-0.021248657256364822,
-0.0005954635562375188,
-0.004154467023909092,
0.01161035057157278,
0.013061130419373512,
-0.005514666438102722,
-0.02002202719449997,
0.019178656861186028,
0.005596681497991085,
0.03262922167778015,
0.017469294369220734,
0.03071070834994316,
0.008532308042049408,
0.011966178193688393,
-0.020645849406719208,
0.00023616943508386612,
0.01430228166282177,
-0.02216697484254837,
-0.0022378843277692795,
-0.010841911658644676,
-0.005528428591787815,
-0.0044081686064600945,
0.012606450356543064,
-0.0018303283723071218,
-0.01176675409078598,
-0.0004995884373784065,
0.006842995062470436,
-0.006226236931979656,
0.03329116106033325,
-0.004250096622854471,
-0.023135382682085037,
0.030045246705412865,
0.019263431429862976,
-0.012680275365710258,
0.019097190350294113,
0.007617535535246134,
0.00477759912610054,
0.013085737824440002,
0.031641196459531784,
-0.009892115369439125,
0.021663039922714233,
0.0030773598700761795,
0.009316150099039078,
-0.009261391125619411,
0.029139287769794464,
0.0019541694782674313,
-0.019090494140982628,
-0.02487989142537117,
-0.004998092073947191,
0.010941949672996998,
-0.0052800350822508335,
-0.002773215528577566,
-0.013309277594089508,
-0.00240880879573524,
0.00212666904553771,
0.015709929168224335,
0.017286118119955063,
0.008620171807706356,
-0.025050068274140358,
0.014849400147795677,
-0.004469519946724176,
-0.012705744244158268,
-0.0021610581316053867,
0.005816041491925716,
-0.0028939093463122845,
0.0018859757110476494,
0.009201249107718468,
0.0116252601146698,
-0.0037384205497801304,
0.00019334733951836824,
-0.008264156058430672,
0.010724097490310669,
-0.01050303503870964,
0.06658561527729034,
0.03447786718606949,
0.019960545003414154,
0.0008526714518666267,
0.01516746822744608,
-0.008364002220332623,
-0.02383236587047577,
-0.0010469751432538033,
-0.012294966727495193,
0.011466408148407936,
0.010442032478749752,
-0.032365020364522934,
-0.014337176457047462,
-0.006187588442116976,
0.009850235655903816,
0.00540511030703783,
0.00301525485701859,
0.021545540541410446,
0.011982979252934456,
0.0043848128989338875,
-0.0008927439339458942,
-0.010220090858638287,
-0.021919701248407364,
-0.017144395038485527,
0.021693643182516098,
0.01962587982416153,
0.0020657938439399004,
0.020475156605243683,
-0.03315385803580284,
0.005523692350834608,
0.015223687514662743,
0.005564941093325615,
-0.0037158806808292866,
0.007149002514779568,
-0.004553964827209711,
0.0003799163969233632,
0.0012194870505481958,
0.045903000980615616,
-0.031298331916332245,
0.023157842457294464,
-0.010050730779767036,
0.004086222965270281,
-0.010142683051526546,
0.00797632709145546,
0.00004679348785430193,
0.01748812571167946,
0.024292748421430588,
-0.014283539727330208,
0.011474158614873886,
0.0005676662549376488,
-0.003833269700407982,
-0.014028050936758518,
-0.009589936584234238,
-0.013509015552699566,
-0.008009522221982479,
0.032296329736709595,
-0.012210436165332794,
0.010587655007839203,
-0.014359405264258385,
0.013332425616681576,
-0.00518055260181427,
-0.00025940671912394464,
0.00392307061702013,
0.007059863302856684,
0.004436992108821869,
-0.0037703178822994232,
0.024292849004268646,
-0.007564027793705463,
-0.017919117584824562,
-0.0013976488262414932,
-0.018668703734874725,
0.003207369474694133,
-0.025177471339702606,
0.0056736948899924755,
0.018110182136297226,
0.001371938269585371,
-0.005131436511874199,
0.011373430490493774,
-0.0021501369774341583,
0.020611800253391266,
-0.0066018011420965195,
0.0020225809421390295,
0.010430159978568554,
-0.0005577262490987778,
0.014707814902067184,
-0.02265952341258526,
0.0010341985616832972,
-0.006449928507208824,
0.007230712100863457,
0.006600296590477228,
-0.021586153656244278,
0.008198373019695282,
-0.00748206814751029,
-0.008870450779795647,
-0.08130902051925659,
-0.013232579454779625,
0.004560141358524561,
0.005470226053148508,
0.009499561041593552,
0.010259240865707397,
0.010684389621019363,
0.016215790063142776,
-0.013180085457861423,
0.014828141778707504,
0.0006496123969554901,
-0.006079958286136389,
-0.008134874515235424,
-0.011363014578819275,
-0.024500112980604172,
-0.005890781991183758,
0.010234503075480461,
-0.0073746684938669205,
-0.0010809004306793213,
0.033278465270996094,
-0.0027552968822419643,
-0.037750497460365295,
-0.015322919003665447,
-0.007235961966216564,
-0.024690013378858566,
-0.00792844407260418,
-0.017049359157681465,
-0.006314491853117943,
0.0028585062827914953,
0.009872371330857277,
-0.004701113328337669,
0.002234246814623475,
0.013378076255321503,
0.007629167288541794,
0.01781499944627285,
-0.015171825885772705,
-0.012484023347496986,
-0.01121402345597744,
0.012790202163159847,
0.0013071857392787933,
0.005031702574342489,
0.01652255840599537,
0.008933146484196186,
0.016664117574691772,
-0.009588990360498428,
-0.021270405501127243,
0.008408837020397186,
-0.0013023465871810913,
0.016428105533123016,
-0.018401462584733963,
-0.0147774089127779,
-0.007641740143299103,
-0.003615626599639654,
0.00873328372836113,
-0.013456885702908039,
-0.007461100351065397,
-0.02745719812810421,
0.005780679639428854,
-0.010829232633113861,
-0.0035762975458055735,
-0.0257711298763752,
-0.0038217133842408657,
-0.03178397938609123,
0.016418511047959328,
0.020117521286010742,
-0.01022911537438631,
0.0015468270285055041,
-0.012565836310386658,
-0.00538637675344944,
-0.0016595618799328804,
0.009237850084900856,
0.011773880571126938,
-0.007143780589103699,
0.0027741477824747562,
-0.00601610541343689,
-0.012166900560259819,
-0.01051707286387682,
0.01167770940810442,
0.009286364540457726,
0.03091425448656082,
-0.013454930856823921,
0.024576853960752487,
-0.0034142709337174892,
0.024774562567472458,
-0.011942989192903042,
0.020396579056978226,
0.00833327230066061,
-0.00454329326748848,
0.008095168508589268,
-0.007521094288676977,
0.05145266652107239,
0.008321253582835197,
0.012152815237641335,
0.006723272614181042,
0.010915951803326607,
-0.0005055549554526806,
0.009695524349808693,
0.007039443589746952,
-0.01558406837284565,
0.008314107544720173,
0.0018271668814122677,
-0.006537690758705139,
-0.003526092041283846,
-0.012934982776641846,
0.003819359466433525,
0.01369561068713665,
0.0073816245421767235,
0.01943919062614441,
0.008631931617856026,
-0.008152788504958153,
-0.0022375909611582756,
-0.03682078421115875,
-0.00538781750947237,
0.004391532391309738,
0.00921504944562912,
0.016144145280122757,
-0.007935864850878716,
0.013155553489923477,
0.07334933429956436,
0.004179305396974087,
0.008395008742809296,
-0.01718747988343239,
0.017687592655420303,
-0.018385149538517,
0.0015195049345493317,
-0.0022616838105022907,
0.026757191866636276,
-0.007637208327651024,
0.008519679307937622,
-0.019974611699581146,
-0.017663229256868362,
0.002560099121183157,
0.020569775253534317,
-0.007493712939321995,
0.005733289290219545,
-0.008761110715568066,
-0.0335509218275547,
0.01151370257139206,
0.001974184066057205,
-0.011269072070717812,
-0.007471555378288031,
-0.008990095928311348,
0.00240811868570745,
0.005808934569358826,
-0.02334858849644661,
-0.010915538296103477,
0.0036350104492157698,
0.007749652490019798,
-0.013408799655735493,
0.017606232315301895,
-0.0023956832010298967,
-0.04089424014091492,
0.005300450138747692,
-0.014554401859641075,
0.010590855032205582,
-0.005881038494408131,
0.011471225880086422,
0.012530868873000145,
0.012748900800943375,
-0.017901193350553513,
-0.0065064094960689545,
0.01488151028752327,
0.015217769891023636,
-0.010418935678899288,
-0.02724311128258705,
-0.005684667266905308,
0.0148795610293746,
0.015891140326857567,
-0.0058444407768547535,
0.0127005809918046,
0.010820649564266205,
-0.024528883397579193,
0.01777026057243347,
-0.017382711172103882,
-0.01700640469789505,
0.0037737013772130013,
0.026791442185640335,
-0.030396843329072,
0.0031418672297149897,
0.0034943020436912775,
0.002075953409075737,
-0.012794945389032364,
-0.0018701397348195314,
-0.017438208684325218,
0.0032938842196017504,
-0.02171151712536812,
0.022244665771722794,
0.010330915451049805,
-0.01278686709702015,
-0.012058395892381668,
-0.012041168287396431,
-0.00701662665233016,
-0.003501465078443289,
-0.05152559280395508,
-0.012847363948822021,
-0.019656341522932053,
0.016235828399658203,
-0.011673125438392162,
-0.01011514663696289,
0.006007850170135498,
-0.007946289144456387,
-0.00043257768265902996,
-0.01088547520339489,
0.031908925622701645,
-0.004004938527941704,
-0.07488533854484558,
0.004923039581626654,
-0.005068836268037558,
-0.00901247188448906,
0.005528744775801897,
0.009824588894844055,
-0.015214420855045319,
0.011017206124961376,
0.00016041100025177002,
0.00024883198784664273,
0.031092461198568344,
-0.018622105941176414,
-0.002273101359605789,
0.006177117116749287,
0.010627069510519505,
0.004764496348798275,
-0.04060954228043556,
0.00793762318789959,
0.0048647690564394,
0.004262111149728298,
0.002153061330318451,
-0.015341363847255707,
-0.020269472151994705,
0.0010060410713776946,
0.009561174549162388,
-0.0820450633764267,
0.007940709590911865,
-0.007456121034920216,
-0.012081282213330269,
-0.0016677191015332937,
-0.021231867372989655,
0.03199893236160278,
0.004629164468497038,
-0.0037161391228437424,
-0.014585508033633232,
-0.003742101602256298,
-0.002803726587444544,
-0.002569708041846752,
0.020902927964925766,
0.00971442461013794,
-0.0059177447110414505,
0.01587812788784504,
0.0018292940221726894,
0.00007865973748266697,
0.027331143617630005,
0.01635034941136837,
0.01798863708972931,
-0.008774654939770699,
-0.006358100101351738,
-0.01082454714924097,
0.0069016944617033005,
-0.0192886833101511,
0.015110546723008156,
0.018957404419779778,
0.00031467806547880173,
0.007824701257050037,
0.016776196658611298,
-0.008437461219727993,
-0.026485644280910492,
-0.0027498577255755663,
-0.01199512742459774,
0.0015768078155815601,
-0.001152068143710494,
-0.0354037806391716,
0.0030049514025449753,
-0.006332654971629381,
-0.0035849171690642834,
-0.0028382749296724796,
0.0018735432531684637,
0.004677255637943745,
-0.01410908717662096,
0.0064812880009412766,
0.0013699771370738745,
0.01098625734448433,
0.006344095338135958,
0.008955090306699276,
0.013047412969172001,
0.024056632071733475,
0.0016312100924551487,
0.020962361246347427,
0.004063386470079422,
-0.00732298381626606,
0.021015292033553123,
0.020304344594478607,
0.0028631004970520735,
-0.0024981596507132053,
0.00644264928996563,
0.005426041781902313,
0.07193280756473541,
-0.011984048411250114,
0.010321686044335365,
-0.0012642466463148594,
0.003827724140137434,
0.003835031995549798,
-0.013064967468380928,
0.009690847247838974,
0.007038110867142677,
-0.011276043020188808,
-0.01339169405400753,
0.002133619273081422,
0.0005990952486172318,
0.0038509033620357513,
0.019990796223282814,
-0.03251985087990761,
-0.015285855159163475,
-0.010890750214457512,
0.01327064260840416,
0.00434496346861124,
0.0032297507859766483,
0.023630043491721153,
0.0046103158965706825,
-0.019368156790733337,
0.028840873390436172,
-0.003770490176975727,
-0.011806263588368893,
-0.0033780804369598627,
-0.006203048396855593,
-0.005269983783364296,
0.011763334274291992,
-0.026393920183181763,
0.008377375081181526,
-0.02894233725965023,
0.01680789515376091,
-0.011119196191430092,
0.016955718398094177,
0.0005403737304732203,
-0.009617943316698074,
-0.011016670614480972,
0.012285290285944939,
0.009563328698277473,
0.0032465520780533552,
0.004136967938393354,
0.02410728856921196,
0.011027997359633446,
-0.0020424488466233015,
-0.007861495949327946,
0.043730929493904114,
0.011642795987427235,
0.004750926047563553,
-0.0009363892022520304,
0.005642665550112724,
-0.029096640646457672,
0.008172091096639633,
0.028651399537920952,
-0.007228069938719273,
0.02123459056019783,
0.012419904582202435,
0.007365291006863117,
-0.002414463087916374,
-0.013980562798678875,
0.0033862213604152203,
-0.004936330486088991,
0.012855388224124908,
0.01134811993688345,
-0.017685310915112495,
-0.01217839028686285,
0.009420203976333141,
0.017229337245225906,
-0.012524711899459362,
0.015104505233466625,
0.009008962661027908,
0.013360945507884026,
0.006012888625264168,
-0.004925170447677374,
0.009906509891152382,
0.004523508250713348,
0.005550880450755358,
0.0023587034083902836,
-0.0001883896766230464,
0.022011658176779747,
0.012796126306056976,
-0.004126440733671188,
-0.02691221982240677,
0.018690183758735657,
-0.006643070839345455,
-0.023146577179431915,
-0.0006438312120735645,
0.012042750604450703,
0.02464241161942482,
0.00485585443675518,
0.0031481331679970026,
0.010663364082574844,
0.004885115195065737,
0.03179097920656204,
0.012300685048103333,
0.00332270679064095,
-0.004365652799606323,
-0.00790539663285017,
0.004020857159048319,
0.03342823684215546,
-0.00991092436015606,
0.03987456113100052,
-0.004028941970318556,
-0.004106477368623018,
-0.008383283391594887,
0.02681634947657585,
-0.019603073596954346,
0.001221471931785345,
-0.014322059229016304,
-0.020428644493222237,
0.0045976536348462105,
0.021557439118623734,
-0.007165698800235987,
-0.015044786967337132,
-0.020830029621720314,
0.001748867565765977,
0.0058866529725492,
-0.004133588634431362,
0.0073410458862781525,
-0.014353395439684391,
0.019564328715205193,
0.003354840213432908,
0.025133036077022552,
-0.025831829756498337,
-0.005117770284414291,
0.0200025774538517,
-0.015363050624728203,
-0.0036006271839141846,
0.02083372324705124,
0.011533956974744797,
-0.004964020103216171,
-0.016371117904782295,
0.0015927702188491821,
0.004802576266229153,
-0.008047860115766525,
-0.0033071222715079784,
0.004811178892850876,
0.005570045672357082,
-0.01867576315999031,
-0.005277550313621759,
-0.003028701525181532,
-0.022208377718925476,
0.00717522157356143,
0.013219005428254604,
0.0005662125768139958,
-0.003398341592401266,
0.008234367705881596,
0.0290885828435421,
0.006473224610090256,
0.00750580383464694,
0.006246459670364857,
-0.005592844448983669,
-0.024638507515192032,
0.020251348614692688,
-0.006260689347982407,
0.00985225010663271,
-0.021402424201369286,
-0.009062828496098518,
0.004295505583286285,
0.0067131370306015015,
0.00956210307776928,
0.019281385466456413,
0.01392813865095377,
-0.008292831480503082,
0.012197967618703842,
0.016314638778567314,
0.013418896123766899,
-0.009635796770453453,
0.020339302718639374,
-0.009681643918156624,
-0.018844421952962875,
0.005607661325484514,
0.005048621445894241,
-0.014949841424822807,
-0.004902777727693319,
0.008089579641819,
-0.0019454511348158121,
0.016019124537706375,
-0.005023811012506485,
-0.00236148783005774,
-0.009713595733046532,
-0.007457923609763384,
0.0043925875797867775,
0.01621082052588463,
-0.018919572234153748,
0.015882782638072968,
0.008146780543029308,
-0.006619900465011597,
-0.016206461936235428,
0.009791344404220581,
-0.005651979707181454,
0.010683687403798103,
0.004180915653705597,
0.020706914365291595,
0.019568737596273422,
-0.02043386921286583,
-0.0016704130684956908,
-0.001442857552319765,
-0.0009798826649785042,
0.008640257641673088
] | [
-0.09222004562616348,
0.05433910712599754,
0.26848259568214417,
0.6039928197860718,
-0.047559384256601334,
-0.03456548973917961,
0.27557721734046936,
-0.10374860465526581,
-0.5313639044761658,
-0.7003397345542908,
0.15619979798793793,
0.38461190462112427,
0.007515814155340195,
-0.18947812914848328,
-0.0810621976852417,
0.4331910312175751,
0.29608163237571716,
0.43101513385772705,
0.048830095678567886,
0.1108541488647461,
-0.7405136823654175,
0.04509177803993225,
0.3027123212814331,
-0.013555506244301796,
0.02144637517631054,
0.23155687749385834,
0.28693559765815735,
0.5497698783874512,
-0.44422677159309387,
-0.12869207561016083,
0.2302706092596054,
0.6044652462005615,
-0.3343811333179474,
-0.0268754530698061,
0.009186159819364548,
-0.19494618475437164,
0.199718177318573,
-0.19282914698123932,
-0.10889437049627304,
-0.3933736979961395,
-0.35352107882499695,
0.11307329684495926,
-0.33679020404815674,
0.36491477489471436,
0.0803229808807373,
-0.24084457755088806,
-1.6424555778503418,
0.016277143731713295,
-0.3766431212425232,
0.2803604304790497,
-0.323271244764328,
0.12275523692369461,
-0.07693400233983994,
0.712500810623169,
0.08155807852745056,
0.1826905906200409,
0.1252647191286087,
-0.02383244037628174,
-0.03146195784211159,
-0.5645228028297424,
0.29712995886802673,
0.3015475869178772,
-0.16974066197872162,
0.22143486142158508,
-0.16906464099884033,
0.06464918702840805,
0.3946531414985657,
-0.2450278401374817,
-0.21345356106758118,
-0.3732512593269348,
0.10182061046361923,
-0.5775247812271118,
-0.2922718822956085,
0.39149582386016846,
-0.17659370601177216,
-0.5008717775344849,
0.33358755707740784,
-0.029675975441932678,
0.38489609956741333,
-0.7517901062965393,
0.4596687853336334,
0.25908729434013367,
0.5698094964027405,
0.29843753576278687,
0.2784850597381592,
0.04889340698719025,
0.1618792563676834,
0.42711371183395386,
0.08886591345071793,
0.1721171885728836,
0.09002791345119476,
-0.5109570622444153,
0.5737144947052002,
0.37415987253189087,
0.33283254504203796,
0.30168846249580383,
0.4075649082660675,
-0.23730488121509552,
0.30215513706207275,
-0.2606308162212372,
0.07909993827342987,
-0.6151394844055176,
0.06406847387552261,
0.1567804366350174,
0.22715017199516296,
-0.486223965883255,
-0.22880031168460846,
-0.5360511541366577,
-0.03371868282556534,
0.5160576105117798,
-0.8751848936080933,
0.25624415278434753,
0.18519003689289093,
-0.28668642044067383,
-0.09804214537143707,
0.03592495620250702,
0.23440836369991302,
-0.005679336376488209,
-0.22790278494358063,
0.21840393543243408,
0.34830451011657715,
0.2719389498233795,
0.30808132886886597,
-0.19053040444850922,
-0.15829667448997498,
0.33665329217910767,
0.885138988494873,
0.6136019825935364,
-0.5316517353057861,
0.4188005328178406,
0.2240358144044876,
0.44896191358566284,
-0.46478280425071716,
-0.20734050869941711,
-0.06416191905736923,
-0.006906187627464533,
0.027179675176739693,
-0.04543076455593109,
0.1559685319662094,
0.3298870623111725,
-0.12275521457195282,
-0.6365525722503662,
-0.3587358891963959,
-0.36327847838401794,
-0.06975046545267105,
-0.40488818287849426,
0.30699339509010315,
-0.13615627586841583,
-0.3913228213787079,
0.09019018709659576,
-0.40268152952194214,
0.08742355555295944,
-0.6597692966461182,
0.08524414896965027,
0.12603621184825897,
0.6687527298927307,
0.09066738933324814,
-0.37855809926986694,
-0.06587252020835876,
0.3146856427192688,
0.24298866093158722,
-0.1333352029323578,
-0.7893221378326416,
-0.36082008481025696,
-0.0982947051525116,
-0.19107568264007568,
0.1833869069814682,
0.3585546314716339,
0.3129650950431824,
0.2326328456401825,
-0.28575950860977173,
0.05013067647814751,
0.15215010941028595,
-0.1178780272603035,
-0.4684503972530365,
0.0011738911271095276,
0.4487760663032532,
0.3615629971027374,
0.10682609677314758,
0.5817716121673584,
-0.7138788104057312,
-0.17814956605434418,
-0.08834289014339447,
-0.1610821932554245,
0.46010616421699524,
-0.12745003402233124,
0.8532260060310364,
-0.23159269988536835,
-0.14644816517829895,
-0.5843560099601746,
-0.09133878350257874,
-0.7585504651069641,
0.11315720528364182,
-0.8470435738563538,
1.2521979808807373,
-0.37028178572654724,
-0.2784155309200287,
0.9815616607666016,
-0.2226411998271942,
0.13255086541175842,
0.005780132487416267,
0.2814795672893524,
0.16515964269638062,
0.1719544529914856,
-0.548265278339386,
0.049653228372335434,
0.3589269518852234,
-0.26448139548301697,
-0.5365684628486633,
-0.1725742667913437,
0.4432741105556488,
-0.851179838180542,
-0.45811307430267334,
-0.4654344320297241,
-0.15423113107681274,
0.10736994445323944,
-0.07182762026786804,
0.5236376523971558,
-0.619377613067627,
-0.04854518175125122,
1.213850736618042,
-0.09847919642925262,
0.15129558742046356,
0.578377902507782,
0.4193434715270996,
0.4391060769557953,
0.20379094779491425,
0.5410428643226624,
0.45039820671081543,
-0.5844783186912537,
0.4857720732688904,
0.07199806720018387,
0.19237017631530762,
-0.49992749094963074,
-0.38609787821769714,
-0.2766900956630707,
0.4134943187236786,
-0.6963208913803101,
0.30405303835868835,
0.06130123883485794,
-0.4356592297554016,
0.7263330817222595,
-0.3567240238189697,
0.5679285526275635,
0.24413543939590454,
-0.696483850479126,
-0.42893052101135254,
0.22352096438407898,
-0.5013116002082825,
-0.26622408628463745,
0.08695720136165619,
0.03259153291583061,
0.21257737278938293,
-0.11682122945785522,
0.35119956731796265,
0.17019937932491302,
-0.0522676557302475,
-0.041910260915756226,
0.35717543959617615,
-0.5110220313072205,
0.04343084990978241,
0.1772882342338562,
0.4752570688724518,
0.05994351580739021,
-0.3513869643211365,
-0.3881985545158386,
-0.44754424691200256,
-0.6057864427566528,
0.15039247274398804,
0.903856098651886,
0.5435347557067871,
0.2588699758052826,
-0.4200548529624939,
-0.14068274199962616,
-0.014388184994459152,
-0.08077719807624817,
0.3944474756717682,
0.347557008266449,
-0.4652908742427826,
-0.18185821175575256,
-0.13377639651298523,
0.6260048151016235,
0.7702173590660095,
0.2216738611459732,
-0.2468980848789215,
-0.20362219214439392,
0.13280388712882996,
-0.11847573518753052,
-0.49771466851234436,
0.27634620666503906,
-0.04810214042663574,
0.41137266159057617,
-0.26897290349006653,
-0.23931297659873962,
0.8106886744499207,
0.6339265704154968,
-0.20423802733421326,
0.1194177120923996,
0.4688408076763153,
-0.05171758309006691,
-0.3293780982494354,
0.14705237746238708,
0.025374576449394226,
-0.1655823290348053,
0.014602280221879482,
-0.358818918466568,
-0.5829282999038696,
-0.1144552081823349,
-5.9339118003845215,
-0.10371847450733185,
-0.7279999852180481,
0.25158414244651794,
-0.3116677701473236,
0.24546216428279877,
0.7892776131629944,
-0.0641351118683815,
-0.21652531623840332,
0.399643212556839,
0.22278466820716858,
0.388355016708374,
0.20690004527568817,
0.38331338763237,
0.06712253391742706,
0.714942455291748,
0.4361971616744995,
0.013037754222750664,
-0.2879584729671478,
-0.12659813463687897,
0.5338472723960876,
-0.5037122964859009,
-0.24830108880996704,
0.4465743899345398,
0.14101120829582214,
-0.3489512801170349,
-0.8136386275291443,
0.21050837635993958,
-0.09857472032308578,
-0.21706028282642365,
0.3868207037448883,
0.08431516587734222,
-0.7560011744499207,
-0.41692063212394714,
0.7026709318161011,
0.2720906138420105,
0.17251631617546082,
-0.06838591396808624,
0.2678992748260498,
-0.730057954788208,
-0.023359650745987892,
0.3987153470516205,
0.17318376898765564,
0.10725449025630951,
0.41893917322158813,
0.1602654755115509,
-0.08895552903413773,
0.7305082082748413,
-0.4634566307067871,
0.5214661359786987,
-0.06940935552120209,
-0.05097445473074913,
0.01022267434746027,
0.5002402067184448,
0.25499868392944336,
-0.48003143072128296,
0.6526795625686646,
-0.12414278835058212,
-0.04086936637759209,
0.36493197083473206,
-0.29829469323158264,
-0.3372260630130768,
-0.1226203516125679,
-0.4541803002357483,
-0.36346593499183655,
-0.03641379252076149,
-0.7087694406509399,
-0.8306311368942261,
-0.1934499442577362,
-0.006159817799925804,
-1.0676214694976807,
0.13803066313266754,
0.18304379284381866,
-0.560966968536377,
0.40253791213035583,
0.14966638386249542,
0.6201263666152954,
0.21885107457637787,
-0.016429370269179344,
0.23604227602481842,
-0.5524727702140808,
-0.5481665134429932,
-0.22977504134178162,
-0.1388920247554779,
0.1438426971435547,
-0.4603393077850342,
-0.12048343569040298,
-0.34788012504577637,
-0.06558185070753098,
0.1380780190229416,
1.1139487028121948,
-0.3841712176799774,
0.24604500830173492,
0.26625916361808777,
0.32110700011253357,
0.546293318271637,
0.006266312208026648,
0.017353780567646027,
0.38055741786956787,
-0.553412914276123,
-0.09113830327987671,
0.2252970039844513,
0.03385778144001961,
-0.3874439597129822,
0.38989076018333435,
0.008608872070908546,
-0.2577838599681854,
0.0049555422738194466,
0.8156169652938843,
-0.636078417301178,
0.21151992678642273,
-0.3955821394920349,
-0.46705126762390137,
0.2974928021430969,
0.12855809926986694,
-0.17524586617946625,
-0.22412022948265076,
0.004835348576307297,
0.040389299392700195,
-0.26465389132499695,
-0.02265302836894989,
0.14339734613895416,
-0.13923102617263794,
-0.06321398913860321,
0.39030131697654724,
0.0578274242579937,
0.06483098864555359,
0.21472996473312378,
-0.21596655249595642,
-0.12773248553276062,
0.7152932286262512,
0.7856420874595642,
-0.2386791706085205,
0.4280213415622711,
-0.010354327969253063,
-0.37701740860939026,
-0.15090927481651306,
0.3663601279258728,
0.364606648683548,
-0.5154582858085632,
0.4077410101890564,
-0.16274403035640717,
-0.1408318132162094,
-0.4219154715538025,
0.27452635765075684,
-0.06822305917739868,
0.07886204868555069,
-0.06446349620819092,
-0.17943747341632843,
0.3207370936870575,
0.1305377036333084,
-0.27837544679641724,
-0.09244205057621002,
-0.032386504113674164,
0.29050496220588684,
-0.007525320630520582,
0.5164462924003601,
-0.02572113834321499,
-0.05831238254904747,
-0.645025372505188,
0.19183047115802765,
0.29297032952308655,
-1.2326710224151611,
-0.2668747305870056,
-0.0065021696500480175,
0.4093964397907257,
-0.2417074292898178,
-0.4054855704307556,
0.20000313222408295,
0.08213508874177933,
0.4707794189453125,
-0.9087393879890442,
-0.8498273491859436,
-0.4394969642162323,
-0.10594914108514786,
-0.28684428334236145,
-0.12109549343585968,
0.23585952818393707,
-0.31788575649261475,
-0.3964627683162689,
-0.13658323884010315,
-0.2934568524360657,
-0.20910580456256866,
0.029142701998353004,
0.4532090425491333,
-0.20698057115077972,
0.11645085364580154,
-0.46318164467811584,
0.03514058515429497,
-0.3769570589065552,
0.2773812413215637,
0.7077372670173645,
0.3849102258682251,
-0.10006842017173767,
0.25631988048553467,
-0.07065335661172867,
0.17276756465435028,
0.33366572856903076,
-0.7126181721687317,
-0.14176303148269653,
-0.08560605347156525,
-0.006009239703416824,
-0.48270779848098755,
0.1471777856349945,
0.512539803981781,
-0.45906826853752136,
0.20572449266910553,
-0.004911101423203945,
-0.020197192206978798,
-0.008531713858246803,
-0.823409378528595,
-0.1922466903924942,
0.5600313544273376,
0.522864818572998,
-0.590936005115509,
0.2163366824388504,
-0.04871533066034317,
0.1442352831363678,
-0.8787668347358704,
0.22073832154273987,
0.40444010496139526,
-0.11074155569076538,
-0.7089179158210754,
-0.4016929864883423,
-0.5488625168800354,
-0.5249322056770325,
0.5317515134811401,
-0.5521623492240906,
-0.08671963214874268,
0.41312968730926514,
-0.7336284518241882,
-0.1978403925895691,
0.07629595696926117,
0.30705469846725464,
-0.1863272786140442,
-0.09613444656133652,
-0.6869223713874817,
0.4399070143699646,
-0.022500034421682358,
0.17848920822143555,
-0.15476255118846893,
0.4146503806114197,
-0.09305308014154434,
-0.33360037207603455,
-0.14591605961322784,
0.6363815069198608,
0.028224335983395576,
-0.44880908727645874,
-0.42049917578697205,
0.2576090097427368,
0.3039534091949463,
0.12489135563373566,
-0.4219352602958679,
-0.10709711909294128,
0.20242378115653992,
0.021636884659528732,
-0.0821714699268341,
-0.23580756783485413,
0.2909849286079407,
0.4082244336605072,
0.008595773950219154,
-0.3113301396369934,
-0.4755992591381073,
-0.31670108437538147,
-0.10750914365053177,
0.08636560291051865,
-0.17661435902118683,
-0.9341570734977722,
0.4677160084247589,
-0.45902401208877563,
0.21205003559589386,
-0.010514089837670326,
0.2917288839817047,
0.2597668170928955,
0.22134442627429962,
-0.30610862374305725,
0.0290612131357193,
0.07086391001939774,
0.12392279505729675,
0.014333686791360378,
0.017824523150920868,
0.1489485204219818,
0.11831726878881454,
-0.4279031753540039,
0.23743224143981934,
-0.2846638262271881,
0.5048143267631531,
-0.21858783066272736,
0.27851539850234985,
0.008874595165252686,
-0.303588330745697,
-0.17948231101036072,
-0.5044122934341431,
0.13609902560710907,
-0.150066539645195,
-0.1612492799758911,
0.7349370718002319,
0.07688386738300323,
-0.2105160355567932,
-0.19513149559497833,
-0.5554978847503662,
0.7030126452445984,
0.5990244746208191,
-0.9440613389015198,
-0.14925715327262878,
0.10973518341779709,
0.2163054198026657,
-0.35946401953697205,
0.026356389746069908,
0.4026258587837219,
0.31597355008125305,
-0.32258105278015137,
0.38441070914268494,
1.2914347648620605,
-0.02800093963742256,
0.19827833771705627,
-0.016053570434451103,
-0.005610811524093151,
0.6820023655891418,
0.6495209336280823,
-0.26364579796791077,
0.18192602694034576,
0.5384901165962219,
-0.5167768001556396,
-0.30972737073898315,
0.20219692587852478,
0.12383788079023361,
0.41947928071022034,
0.11343715339899063,
0.7387280464172363,
0.3067842721939087,
0.19051142036914825,
-0.08167978376150131,
0.35733816027641296,
0.3382371664047241,
-0.2611948251724243,
0.3979867994785309,
-0.2112654745578766,
-0.388448029756546,
-0.09910547733306885,
0.6163063049316406,
-0.22340324521064758,
0.013125120662152767,
-0.030264709144830704,
-0.26114973425865173,
0.22705543041229248,
0.18192614614963531,
0.2761707007884979,
-1.0816185474395752,
-0.22998450696468353,
-0.05631900578737259,
0.2617148756980896,
0.012017443776130676,
0.14283792674541473,
-0.09130116552114487,
-0.28457289934158325,
0.5311076641082764,
-0.733157217502594,
-0.4485768675804138,
0.26484566926956177,
0.32612118124961853,
0.05343978479504585,
0.038908977061510086,
-0.3784826099872589,
-0.3547385036945343,
-0.11109708994626999,
0.7903518080711365,
-0.23334923386573792,
0.1599256843328476,
-0.3124407231807709,
-0.46608418226242065,
0.6620808243751526,
-0.41921761631965637,
0.5018630027770996,
-0.213755801320076,
-0.5058446526527405,
0.4561521112918854,
-0.6276284456253052,
0.035786211490631104,
0.054836172610521317,
0.20914164185523987,
-0.06420118361711502,
-0.09710643440485,
-0.4843262732028961,
-0.15073995292186737,
-0.08339334279298782,
0.3461865782737732,
0.562353789806366,
0.41652294993400574,
0.41289055347442627,
-0.17015212774276733,
-0.5872621536254883,
0.12885762751102448,
0.04471232369542122,
-0.2774583697319031,
-0.5022580027580261,
-0.1335279494524002,
0.8654694557189941,
0.5505259037017822,
0.20042487978935242,
0.06567003577947617,
0.37291908264160156,
-0.07270131260156631,
0.33710700273513794,
-0.7674943208694458,
0.12958486378192902,
-0.3742077052593231,
-0.1969379037618637,
-0.20612366497516632,
0.019840510562062263,
0.43454959988594055,
0.030358482152223587,
-0.10758965462446213,
-0.2681683599948883,
0.35216763615608215,
0.4239332973957062,
0.21584318578243256,
-0.31182101368904114,
-0.035081420093774796,
-0.1727662980556488,
-0.24945810437202454,
-0.21711936593055725,
0.4965534508228302,
0.16621476411819458,
0.05895699933171272,
-0.14430423080921173,
0.2511405646800995,
-0.18392351269721985,
-0.48279398679733276,
0.3424915075302124,
-0.7143341302871704,
0.06267086416482925,
-0.7103155851364136,
0.6527356505393982,
-0.42557063698768616,
-0.45569464564323425,
-0.06007114052772522,
0.1714683175086975,
0.3149576485157013,
-0.34184563159942627,
-0.11466877907514572,
0.38399091362953186,
0.6753470301628113,
0.4104250371456146,
0.27611324191093445,
0.048711858689785004,
-0.6489915251731873,
-0.11553827673196793,
-0.2018553614616394,
0.2916527986526489,
0.27519530057907104,
-0.328392893075943,
0.09604858607053757,
-0.0730251893401146,
0.5574898719787598,
-0.01812838390469551,
-0.22395984828472137,
-0.7497836947441101,
-0.46809661388397217,
-0.05515049770474434
] |
The Proportional - Integral - Derivative (PID) controllers are one of the most popular controllers used in industry because of their remarkable effectiveness, simplicity of implementation and broad applicability. PID tuning is the key issue in the design of PID controllers and most of the tuning processes are implemented manually resulting in difficulty and time consuming. To enhance the capabilities of traditional PID parameters tuning techniques, modern heuristics approaches, such as Genetic Algorithm (GA) and Particle Swarm Optimization (PSO), are employed recent years. In this paper, a novel tuning method based on Fruit Fly Optimization Algorithm (FOA) is proposed to optimize PID controller parameters. Each fruit fly's position represents a candidate solution for PID parameters. When the fruit fly swarm flies towards one location, it is treated as the evolution of each iterative swarm. After hundreds of iteration, the tuning results - the best PID controller parameters can be obtained. The main advantages of the proposed method include ease of implementation, stable convergence characteristic, large searching range, ease of transformation of such concept into program code and ease of understanding. Simulation results demonstrate that the FOA-Based optimized PID (FOA - PID) controller is with the capability of providing satisfactory closed - loop performance. | [
-0.01041239034384489,
-0.007813053205609322,
-0.01576196774840355,
0.014412932097911835,
0.002050695475190878,
-0.012627506628632545,
0.009384993463754654,
-0.009894008748233318,
-0.01464174035936594,
-0.027022287249565125,
-0.014673368073999882,
0.007211335934698582,
-0.0019801254384219646,
0.015834292396903038,
0.0073859249241650105,
0.02902238629758358,
-0.0053547704592347145,
-0.008720766752958298,
0.008430819027125835,
-0.01208498328924179,
0.02098681777715683,
0.020156454294919968,
0.009331490844488144,
0.00970466434955597,
-0.023881934583187103,
-0.013602242805063725,
-0.00011229142546653748,
-0.015910983085632324,
0.015257000923156738,
0.01809115707874298,
-0.0078085437417030334,
-0.014619417488574982,
0.005836656782776117,
-0.010330591350793839,
-0.0006213734159246087,
-0.007943740114569664,
-0.0036033890210092068,
0.019209425896406174,
-0.009777549654245377,
-0.005775200203061104,
-0.03179142251610756,
-0.007534142583608627,
0.0018162154592573643,
0.014353950507938862,
-0.006062683649361134,
-0.015378905460238457,
-0.002235717372968793,
0.00167127326130867,
-0.003297150135040283,
0.006846319418400526,
-0.01579139195382595,
-0.002693368121981621,
-0.0017339151818305254,
-0.0071958256885409355,
-0.0062815286219120026,
-0.03272093087434769,
0.0165511853992939,
-0.0006051571108400822,
-0.0361209362745285,
-0.00593717722222209,
-0.017868535593152046,
-0.017545297741889954,
0.022579796612262726,
-0.02043263427913189,
-0.018342353403568268,
-0.0673372745513916,
-0.028229307383298874,
0.00936533696949482,
0.012076794169843197,
-0.004498876631259918,
-0.00895506888628006,
0.010072702541947365,
-0.0022122813388705254,
0.00016251252964138985,
0.0037614908069372177,
-0.0039903209544718266,
-0.02057308331131935,
0.005057862959802151,
0.01405793335288763,
-0.001039296155795455,
-0.03605583682656288,
-0.029962662607431412,
-0.011774629354476929,
0.012025505304336548,
-0.010059519670903683,
-0.0031845001503825188,
-0.013630339875817299,
0.013362922705709934,
0.007931733503937721,
0.005311453714966774,
0.020876295864582062,
-0.03637894243001938,
0.009835227392613888,
-0.017625493928790092,
-0.007943792268633842,
0.011165612377226353,
-0.034174926578998566,
0.02288646250963211,
0.01463298313319683,
-0.019155144691467285,
-0.015863459557294846,
-0.007863764651119709,
0.01737559214234352,
-0.011171376332640648,
0.0045188008807599545,
0.014115442521870136,
-0.009082876145839691,
0.028580252081155777,
-0.022486891597509384,
0.010000504553318024,
0.01379060372710228,
0.012478923425078392,
-0.015625769272446632,
-0.009629741311073303,
0.012987842783331871,
0.030654210597276688,
0.00663205748423934,
0.0018532415851950645,
0.017434323206543922,
-0.0014262141194194555,
-0.00698377238586545,
0.024854624643921852,
0.0021508843638002872,
0.010509712621569633,
0.009248999878764153,
0.014799986034631729,
0.0236621405929327,
0.02701789326965809,
-0.0028540263883769512,
0.014652306213974953,
-0.012159326113760471,
-0.009228277951478958,
0.014924345538020134,
0.008167628198862076,
0.02889980748295784,
-0.0026049173902720213,
0.011818871833384037,
-0.009297564625740051,
0.012837805785238743,
-0.03415725752711296,
0.024136146530508995,
0.0037715721409767866,
0.006098319310694933,
0.01583014614880085,
0.01782260835170746,
0.01129072718322277,
0.009284485131502151,
-0.0019868435338139534,
0.003735239151865244,
0.014975294470787048,
0.0008087955648079515,
0.007689670659601688,
-0.007031159475445747,
-0.013889250345528126,
-0.000517797190696001,
-0.0009380141273140907,
-0.012349016033113003,
-0.03554398566484451,
-0.007875723764300346,
0.012961944565176964,
-0.010450154542922974,
0.0068539767526090145,
0.02051643840968609,
0.007798300590366125,
-0.01614106260240078,
0.005129306577146053,
-0.02495902217924595,
-0.0012760251993313432,
-0.011754052713513374,
0.0077425530180335045,
-0.01410230714827776,
0.01855486072599888,
0.015144702978432178,
0.008168880827724934,
-0.013701587915420532,
0.004431331530213356,
-0.0211443193256855,
0.010359039530158043,
-0.024046316742897034,
0.06709103286266327,
0.02446642704308033,
-0.024831779301166534,
-0.006925596855580807,
-0.024997271597385406,
0.01883626915514469,
-0.012592175044119358,
-0.014707330614328384,
-0.013283777981996536,
-0.01038806140422821,
0.005823539104312658,
-0.018542887642979622,
-0.02361505851149559,
-0.015818536281585693,
-0.011572870425879955,
0.009343106299638748,
0.00443350151181221,
0.003924884833395481,
0.01199729461222887,
0.011154277250170708,
-0.012059427797794342,
-0.004240837879478931,
-0.007283665239810944,
0.02708601951599121,
-0.006785090081393719,
0.008267924189567566,
0.01065722294151783,
-0.023349078372120857,
-0.056825198233127594,
0.022987868636846542,
0.016868289560079575,
0.010535873472690582,
-0.0197729654610157,
0.005377591587603092,
-0.006982383318245411,
0.007701639086008072,
-0.008207632228732109,
0.01024916023015976,
-0.028866712003946304,
0.029415640980005264,
-0.014756588265299797,
-0.0015127400401979685,
0.014720862731337547,
0.03337942808866501,
-0.002879382111132145,
-0.015140723437070847,
-0.001924934796988964,
-0.005047888960689306,
0.011830827221274376,
0.011481909081339836,
-0.0104081891477108,
-0.0014541842974722385,
-0.005684106610715389,
-0.012808331288397312,
0.017003033310174942,
0.011180173605680466,
-0.018356626853346825,
0.011107489466667175,
-0.011445650830864906,
0.01744568534195423,
-0.010570377111434937,
0.0038805906660854816,
0.03091519884765148,
0.03158694878220558,
0.006732291076332331,
0.010298534296452999,
0.010382067412137985,
-0.02771974727511406,
-0.0063981302082538605,
-0.0060439333319664,
0.005253084935247898,
0.0043146307580173016,
0.005519413854926825,
0.019681774079799652,
-0.0017560429405421019,
0.003941178321838379,
0.0034846821799874306,
0.029726170003414154,
-0.013640351593494415,
0.021814778447151184,
-0.03843218833208084,
-0.000047852518036961555,
0.008030623197555542,
-0.009009802713990211,
0.007925763726234436,
-0.006814418826252222,
0.017137786373496056,
-0.006143830716609955,
0.026242651045322418,
0.007556385826319456,
0.010737472213804722,
0.005719366017729044,
-0.01152624562382698,
-0.009892136789858341,
-0.08155536651611328,
-0.016733583062887192,
0.0005745366215705872,
0.020929208025336266,
0.012385556474328041,
-0.010056929662823677,
-0.003044494427740574,
0.014253484085202217,
-0.02075217291712761,
0.021615546196699142,
0.00910701509565115,
0.014447815716266632,
-0.010561928153038025,
0.0063218651339411736,
-0.021215971559286118,
-0.015904251486063004,
0.005857083015143871,
0.007629759609699249,
0.0048917196691036224,
-0.007429654709994793,
0.0038333088159561157,
-0.009669197723269463,
-0.018372587859630585,
-0.007431041449308395,
-0.01948491856455803,
0.004172766115516424,
-0.006676878780126572,
0.010440139099955559,
-0.0005451000761240721,
-0.005171380937099457,
-0.004752832930535078,
-0.0002083980944007635,
0.013691282831132412,
0.006847538985311985,
0.030580587685108185,
-0.020594382658600807,
-0.00956000853329897,
-0.0004918826743960381,
0.006227443926036358,
0.0011798208579421043,
-0.005294020753353834,
0.011597519740462303,
-0.001711179967969656,
0.011816704645752907,
-0.0025819670408964157,
0.007802528329193592,
0.0020699379965662956,
-0.015375876799225807,
0.007826486602425575,
-0.015089872293174267,
0.016169928014278412,
-0.0002828550641424954,
0.00700241606682539,
0.01517869345843792,
-0.011050423607230186,
-0.0272960364818573,
-0.00424996018409729,
0.005221801809966564,
-0.018913524225354195,
-0.010640923865139484,
-0.024440143257379532,
0.0035759247839450836,
-0.006176883354783058,
-0.018885241821408272,
-0.008825024589896202,
0.004930463619530201,
0.009631684049963951,
-0.015050754882395267,
-0.0033281410578638315,
-0.005936452187597752,
0.037172820419073105,
-0.011838558129966259,
-0.003425370901823044,
0.0033852066844701767,
-0.015931889414787292,
-0.013456268236041069,
-0.01925823837518692,
-0.006686280481517315,
-0.000997107825241983,
-0.019958902150392532,
-0.006946893408894539,
0.009019255638122559,
0.01889866590499878,
0.024468805640935898,
-0.008710045367479324,
0.0330442413687706,
0.001823740778490901,
0.008817136287689209,
0.008657734841108322,
-0.014536937698721886,
0.021494563668966293,
0.01565449684858322,
-0.02894880250096321,
0.006661995314061642,
-0.024123016744852066,
-0.0009489674121141434,
0.002522686729207635,
-0.01053660735487938,
-0.022503770887851715,
0.010011214762926102,
-0.03287133947014809,
-0.008277036249637604,
0.003815817879512906,
-0.012101572006940842,
-0.04881255328655243,
0.013857526704668999,
0.008571570739150047,
-0.001268480671569705,
0.0030141728930175304,
-0.010714853182435036,
0.00930809322744608,
0.0189039409160614,
-0.012857560068368912,
0.019561633467674255,
0.010133975185453892,
0.019079487770795822,
-0.006333858706057072,
0.032520946115255356,
0.07304385304450989,
0.042489469051361084,
-0.00215260311961174,
-0.021119408309459686,
0.012942221015691757,
-0.026050932705402374,
-0.030843224376440048,
0.005128571763634682,
0.0494571216404438,
0.01983586885035038,
0.010521706193685532,
0.00552414171397686,
-0.0057328836992383,
0.007830615155398846,
0.016112901270389557,
-0.007728750351816416,
-0.012937525287270546,
-0.012674408964812756,
-0.0030813629273325205,
0.019885137677192688,
-0.005130645353347063,
-0.025277506560087204,
-0.005640880204737186,
0.01592426188290119,
-0.014433849602937698,
-0.025907624512910843,
-0.001959580462425947,
-0.0129899512976408,
-0.012424140237271786,
0.00638958066701889,
0.011263037100434303,
0.01566240005195141,
-0.005082385614514351,
-0.004517616704106331,
0.00590059207752347,
0.005704434588551521,
-0.011708089150488377,
-0.01825418323278427,
-0.02400805428624153,
-0.007732142694294453,
0.035918910056352615,
-0.018676841631531715,
-0.012132730334997177,
0.007892700843513012,
0.02564966306090355,
0.02137700840830803,
-0.022622525691986084,
-0.006141216494143009,
-0.011052456684410572,
-0.00783602986484766,
-0.013718045316636562,
-0.0029368093237280846,
0.012040035799145699,
-0.002324853092432022,
0.04154276102781296,
-0.0012774821370840073,
-0.0025760899297893047,
0.003854339476674795,
0.006886286195367575,
0.002514437073841691,
-0.029247822239995003,
-0.04255098104476929,
0.026672612875699997,
-0.0020269323140382767,
-0.021281544119119644,
-0.015260736458003521,
-0.015552856028079987,
-0.024991394951939583,
-0.02934148535132408,
0.007869241759181023,
-0.002174702472984791,
0.03224215283989906,
-0.006790483836084604,
-0.003887464292347431,
-0.006760805379599333,
-0.0017389287240803242,
-0.029014678671956062,
-0.009710840880870819,
0.016589375212788582,
0.012208201922476292,
0.003857571631669998,
0.005667588673532009,
0.019360875710844994,
-0.004198435693979263,
-0.016671176999807358,
0.02952134981751442,
0.023728635162115097,
-0.07479487359523773,
-0.022128012031316757,
0.004321700427681208,
-0.004635994788259268,
-0.013684943318367004,
0.025448113679885864,
0.009082340635359287,
-0.00016643083654344082,
0.009041216224431992,
-0.007289649918675423,
0.0009003824088722467,
-0.00921146385371685,
0.007120376452803612,
0.0012201787903904915,
0.01040615513920784,
0.0026001594960689545,
-0.03149085491895676,
0.01640954799950123,
0.011124800890684128,
-0.010906489565968513,
-0.018227454274892807,
-0.004380000289529562,
-0.06044866889715195,
-0.013279085047543049,
-0.0024001686833798885,
-0.08188439905643463,
-0.013157067820429802,
0.011417202651500702,
0.017191056162118912,
0.012574496679008007,
0.013095274567604065,
-0.007737703621387482,
0.004026011098176241,
-0.01360645517706871,
-0.01432549487799406,
0.011294766329228878,
-0.0019783307798206806,
-0.001180012128315866,
-0.0067713563330471516,
-0.01757456362247467,
-0.0072239479050040245,
0.016822196543216705,
0.011648794636130333,
0.017968114465475082,
-0.010169453918933868,
0.0284983329474926,
0.00015908898785710335,
-0.011975644156336784,
-0.014280642382800579,
-0.005670827813446522,
-0.0037747372407466173,
-0.0035568280145525932,
0.017186516895890236,
-0.009901127777993679,
-0.021098222583532333,
0.002059281338006258,
-0.008867569267749786,
0.011332811787724495,
-0.015151931904256344,
0.0037247249856591225,
-0.015772273764014244,
0.00367560051381588,
0.0001871851272881031,
0.012149767018854618,
-0.01522122323513031,
-0.005709877237677574,
0.007022712379693985,
-0.03193814307451248,
0.004529572557657957,
-0.014450663700699806,
-0.02911846712231636,
0.004057730548083782,
-0.012904131785035133,
0.009309879504144192,
-0.020351391285657883,
0.002347778296098113,
-0.007712075486779213,
0.014604953117668629,
-0.0030818977393209934,
-0.009713856503367424,
-0.002998867304995656,
-0.005226522218436003,
0.01967107690870762,
-0.02721766196191311,
0.012761645019054413,
-0.012070591561496258,
-0.0022279000841081142,
-0.011261383071541786,
0.07240283489227295,
-0.029020734131336212,
-0.0031662320252507925,
-0.016545511782169342,
0.007059246301651001,
0.0006971757393330336,
-0.03465911000967026,
-0.01781865954399109,
0.011266742832958698,
-0.003521844046190381,
-0.027101706713438034,
-0.0050515118055045605,
0.009076904505491257,
0.011215743608772755,
0.0013723811134696007,
0.049873970448970795,
-0.01478525996208191,
0.010967614129185677,
0.02575429156422615,
-0.0015538958832621574,
0.010240286588668823,
-0.025025565177202225,
0.002464813645929098,
0.01523607224225998,
0.018586331978440285,
0.01004011370241642,
0.02479645051062107,
0.006156770512461662,
-0.0049789161421358585,
-0.017918989062309265,
-0.0010342050809413195,
-0.00077067781239748,
0.006393255665898323,
-0.030671318992972374,
0.0302506685256958,
0.017136696726083755,
-0.017188088968396187,
0.0018228421686217189,
-0.00932430662214756,
-0.008002916350960732,
-0.014901397749781609,
-0.0027184225618839264,
0.005530583672225475,
0.02018379606306553,
0.017783548682928085,
0.02197093516588211,
0.021780982613563538,
-0.011336127296090126,
0.010464983992278576,
-0.0031681673135608435,
-0.026418592780828476,
-0.014163197949528694,
-0.022493712604045868,
-0.007106348406523466,
0.002079230733215809,
-0.0440220832824707,
0.009583048522472382,
0.0060752807185053825,
-0.02858130633831024,
-0.028718501329421997,
0.01712081953883171,
-0.00772525230422616,
-0.020134061574935913,
0.008640723302960396,
-0.002932377392426133,
0.0085356580093503,
0.0012259886134415865,
-0.018615642562508583,
0.016722364351153374,
0.015312278643250465,
0.0025494766887277365,
0.026250381022691727,
0.008070681244134903,
0.031247587874531746,
0.011091712862253189,
0.014765008352696896,
0.012784596532583237,
-0.012049814686179161,
0.03102818876504898,
-0.010389773175120354,
-0.005115416832268238,
-0.008683709427714348,
0.004456200636923313,
-0.015165896154940128,
-0.021373402327299118,
0.028096269816160202,
0.013365911319851875,
-0.009170387871563435,
-0.0033339427318423986,
0.011544380336999893,
0.008007216267287731,
0.0029987096786499023,
0.006856461986899376,
-0.015290496870875359,
0.011611836031079292,
0.03303183615207672,
0.024974025785923004,
0.010675299912691116,
-0.0003163091605529189,
-0.001776011660695076,
0.014902722090482712,
-0.020244184881448746,
-0.016237542033195496,
-0.00680150743573904,
-0.004639152437448502,
0.006694760173559189,
0.0036012143827974796,
-0.009149792604148388,
-0.015822891145944595,
-0.010031729936599731,
-0.022584814578294754,
0.02544694021344185,
-0.004717196337878704,
0.007484141271561384,
0.011157665401697159,
0.01878007873892784,
-0.0066384016536176205,
-0.010191041976213455,
0.02770382910966873,
-0.0068424418568611145,
0.008471835404634476,
0.022087808698415756,
0.02274411916732788,
-0.00441354513168335,
-0.038826122879981995,
-0.03248606622219086,
-0.010920868255198002,
-0.01689911261200905,
0.01756620779633522,
-0.010850707069039345,
0.018495453521609306,
-0.030455289408564568,
0.000873900018632412,
0.014665491878986359,
-0.0018966225907206535,
0.00842622946947813,
0.016142133623361588,
0.012066599912941456,
0.006122219376266003,
0.01447251532226801,
-0.0031520272605121136,
0.00006672483868896961,
0.001080040354281664,
-0.005714229308068752,
0.007238775957375765,
0.0019191890023648739,
0.025722555816173553,
-0.02099061757326126,
-0.0021399352699518204,
0.0033083558082580566,
-0.022572891786694527,
-0.011271897703409195,
0.013321884907782078,
-0.007344271522015333,
-0.04275509715080261,
0.021452760323882103,
-0.002297227969393134,
-0.016675543040037155,
0.001671451609581709,
0.02034028246998787,
0.005197626072913408,
-0.004633071832358837,
-0.008603907190263271,
0.027446337044239044,
-0.01577913761138916,
0.005781741812825203,
0.009441324509680271,
0.02908448688685894,
0.008364425972104073,
0.0108731584623456,
0.009550170041620731,
-0.002362155355513096,
0.013450871221721172,
0.029559820890426636,
-0.006765848491340876,
-0.012230506166815758,
-0.009402209892868996,
0.000376041978597641,
-0.010144420899450779,
0.017296193167567253,
-0.0009020287543535233,
0.001565187587402761,
-0.010200757533311844,
-0.006384164094924927,
0.009484568610787392,
-0.02109750360250473,
-0.010072514414787292,
-0.0045182108879089355,
-0.0034685563296079636,
0.022041143849492073,
-0.025212980806827545,
-0.00546836294233799,
-0.015967581421136856,
0.006524227559566498,
-0.051491543650627136,
-0.004475595895200968,
-0.017717277631163597,
-0.00006815418601036072,
0.011280341073870659,
-0.0048074787482619286,
-0.004750506021082401,
0.0000030514784157276154
] | [
-0.01431568805128336,
-0.430322527885437,
0.2938714623451233,
0.4280608296394348,
-0.16853785514831543,
0.09326039254665375,
-0.5447106957435608,
-0.296383798122406,
0.038398709148168564,
-0.5172556042671204,
0.1612236350774765,
0.4436842203140259,
-0.6804674863815308,
0.18417681753635406,
-0.21919012069702148,
0.5572584867477417,
0.3402581214904785,
-0.033719878643751144,
-0.5568877458572388,
-0.32339513301849365,
0.031417105346918106,
-0.21000395715236664,
0.3884884715080261,
0.0385204553604126,
-0.4454598128795624,
0.21628554165363312,
0.22682595252990723,
0.3868781328201294,
-0.11397754400968552,
-0.06059275567531586,
-0.007140683941543102,
0.6309956908226013,
0.1558510661125183,
-0.34557923674583435,
-0.06549260765314102,
0.04252840206027031,
-0.22760111093521118,
-0.06213132664561272,
0.13733302056789398,
-0.26213982701301575,
-0.06707644462585449,
-0.3065328299999237,
0.16517914831638336,
0.25293266773223877,
-0.13729824125766754,
-0.37840721011161804,
-1.668906807899475,
0.3775261640548706,
-0.08794910460710526,
-0.1304103136062622,
-0.4754675626754761,
0.5735975503921509,
0.1665123552083969,
0.46684715151786804,
0.22468647360801697,
0.30622541904449463,
0.19797679781913757,
-0.22960519790649414,
0.2060897797346115,
-0.2384243756532669,
0.1494605392217636,
0.36569783091545105,
-0.2336302101612091,
0.1443229615688324,
-0.09796463698148727,
0.41272661089897156,
-0.3556569218635559,
-0.2731299102306366,
-0.5799064636230469,
0.1462758183479309,
0.16246171295642853,
-0.3713921904563904,
-0.258234441280365,
0.19430620968341827,
-0.3374549448490143,
-0.33025580644607544,
-0.24082906544208527,
0.09951873123645782,
0.31884869933128357,
0.21064190566539764,
0.13037964701652527,
0.1754407435655594,
0.573425829410553,
-0.1457400768995285,
0.9496663808822632,
0.21478702127933502,
-0.009360785596072674,
0.30992749333381653,
-0.34654781222343445,
-0.37902823090553284,
0.09653887897729874,
-0.7281419038772583,
0.462926983833313,
0.20803165435791016,
0.0685068815946579,
-0.14367130398750305,
0.4759703576564789,
-0.028531018644571304,
0.2518663704395294,
0.27884429693222046,
-0.014775773510336876,
-0.010360971093177795,
0.19056102633476257,
-0.20122279226779938,
-0.13284198939800262,
-0.7754790782928467,
-0.6763775944709778,
-0.8053261041641235,
0.08518435060977936,
0.583168089389801,
-1.030102014541626,
0.2542716860771179,
0.6045182943344116,
-0.15461498498916626,
-0.39802175760269165,
0.2338859587907791,
-0.008266868069767952,
0.0021233242005109787,
0.49661776423454285,
0.6739298105239868,
0.08066265285015106,
1.0981999635696411,
-0.0647302120923996,
0.43682965636253357,
-0.03763410076498985,
0.032638344913721085,
0.5491916537284851,
0.5440970063209534,
-0.21550364792346954,
0.011578883044421673,
0.6333931684494019,
1.0059055089950562,
-0.22819937765598297,
-0.3648999035358429,
-0.029911667108535767,
-0.1954154670238495,
-0.17374682426452637,
-0.1298718899488449,
-0.0011241959873586893,
-0.13100196421146393,
-0.26136142015457153,
-0.5134124755859375,
-0.00560731953009963,
-0.2811013162136078,
-0.03548199310898781,
0.06255432963371277,
-0.07829020172357559,
-0.3451918065547943,
-0.17174316942691803,
-0.4642176330089569,
-0.4011036157608032,
-0.029572665691375732,
-0.6910842061042786,
0.20070157945156097,
-0.29326140880584717,
0.04151717573404312,
-0.20281024277210236,
-0.14652830362319946,
-0.2758934497833252,
0.11235568672418594,
-0.31591713428497314,
-0.24533623456954956,
-0.47497063875198364,
-0.3370196521282196,
0.005240135360509157,
-0.673538088798523,
0.6717590689659119,
0.7078762650489807,
-0.040976546704769135,
0.23099564015865326,
-0.20489931106567383,
0.16788844764232635,
0.2353174388408661,
-0.18338942527770996,
0.28941646218299866,
0.3039729595184326,
0.25095465779304504,
-0.2086004763841629,
0.44531944394111633,
0.5249336361885071,
-0.7602828145027161,
-0.17538423836231232,
0.16264919936656952,
0.12074319273233414,
0.2455042153596878,
0.020389268174767494,
0.1325012743473053,
-0.5726344585418701,
0.390566349029541,
-0.0024357298389077187,
-0.4702286124229431,
-0.14481455087661743,
-0.04772431403398514,
-0.6073178052902222,
0.7368600964546204,
0.06718863546848297,
-0.41874346137046814,
1.1131863594055176,
0.3382806181907654,
0.16276919841766357,
-0.26173627376556396,
0.1914900541305542,
0.14392569661140442,
-0.40684831142425537,
-0.6572334170341492,
0.0546601377427578,
0.017965765669941902,
0.0899612084031105,
-0.3819862902164459,
-0.28757333755493164,
0.346835196018219,
-0.4779338538646698,
0.03728194534778595,
-0.6680634021759033,
-0.14014923572540283,
-0.281324565410614,
-0.6386099457740784,
0.387124627828598,
-0.017979471012949944,
0.10383132845163345,
0.7699387669563293,
-0.1213856115937233,
0.17588351666927338,
0.6939907073974609,
0.061496224254369736,
0.6250600814819336,
1.1349703073501587,
0.39138269424438477,
0.8615000247955322,
-0.33096352219581604,
0.0330699123442173,
-0.5616677403450012,
0.39807572960853577,
-0.4326924681663513,
-0.17393162846565247,
0.4032806158065796,
0.014920487068593502,
-0.6937281489372253,
0.3888295590877533,
-0.020869530737400055,
-0.14784733951091766,
0.6494210362434387,
-0.497126966714859,
-0.04296785965561867,
0.14117515087127686,
-0.33929193019866943,
-0.5360062718391418,
-0.017532359808683395,
-0.006265672855079174,
0.14089228212833405,
0.08655435591936111,
0.5954920053482056,
0.17018990218639374,
-0.7229400873184204,
-0.04649822786450386,
0.4547513723373413,
-0.22691981494426727,
-0.23818066716194153,
-0.09206877648830414,
0.03552325442433357,
-0.42697903513908386,
-0.03048114851117134,
-0.10849001258611679,
-0.3211299180984497,
-0.2385297566652298,
-0.17655664682388306,
-0.4880058467388153,
0.11914626508951187,
0.3682021200656891,
0.45952650904655457,
0.17825178802013397,
-0.05372251570224762,
-0.3435230851173401,
0.07145022600889206,
-0.39274337887763977,
-1.021706223487854,
-0.01126975566148758,
0.44564881920814514,
-0.9631277918815613,
-0.6099804043769836,
0.044765640050172806,
0.6826798319816589,
0.7845636010169983,
-0.1744615137577057,
-0.6234861016273499,
0.40657657384872437,
0.10658267140388489,
0.06950276345014572,
-0.3894595801830292,
-0.2234032154083252,
-0.3215303421020508,
0.22084107995033264,
-0.4116068184375763,
0.05549146607518196,
0.5613394975662231,
0.3551084101200104,
0.26362520456314087,
0.17668288946151733,
0.4672257900238037,
-0.4372465908527374,
-0.36775413155555725,
0.442909836769104,
0.020558465272188187,
-0.3684486448764801,
-0.001723312889225781,
0.1082933098077774,
-0.5339395403862,
0.526942253112793,
-5.949854373931885,
-0.18099920451641083,
-0.8745802640914917,
-0.0712394043803215,
-0.09167233109474182,
0.10111430287361145,
0.7155327200889587,
0.1298302263021469,
-0.1408274918794632,
0.2677987515926361,
0.336535781621933,
0.06036165729165077,
0.1728343367576599,
0.3556922674179077,
0.021741833537817,
0.6033482551574707,
0.33678513765335083,
-0.20251089334487915,
0.11809935420751572,
-0.05086802318692207,
0.3650490939617157,
-0.2778923511505127,
-0.3191482722759247,
0.33884215354919434,
-0.024702509865164757,
-0.039880599826574326,
-0.7264801859855652,
0.24723339080810547,
-0.6322765350341797,
-0.3939684331417084,
0.007756196428090334,
-0.47953248023986816,
-0.5499131679534912,
-0.010438734665513039,
0.34998634457588196,
0.08803752809762955,
0.24632111191749573,
0.07981996238231659,
0.4261932969093323,
0.42101407051086426,
0.3560333549976349,
0.3478541076183319,
0.04333265870809555,
-0.06080931797623634,
0.20332181453704834,
-0.22890129685401917,
-0.1497863084077835,
0.519909143447876,
-0.17980359494686127,
0.4786836802959442,
0.23518571257591248,
-0.2386963665485382,
0.45233047008514404,
0.20473437011241913,
0.017374489456415176,
-0.07462165504693985,
0.35361406207084656,
0.29051312804222107,
-0.30795490741729736,
0.09915775805711746,
-0.07284534722566605,
-0.22072690725326538,
-0.04168788716197014,
-0.581920862197876,
-0.4772222340106964,
0.25907132029533386,
-0.2594301104545593,
-0.6102815270423889,
0.5558621287345886,
0.11189647763967514,
-0.2623195946216583,
-0.10879798233509064,
0.2064327746629715,
-0.5331637859344482,
0.8433980941772461,
-0.36963602900505066,
0.5811818838119507,
0.058964069932699203,
-0.25465235114097595,
0.12851522862911224,
-0.006725011859089136,
-0.7107461094856262,
-0.1675242930650711,
-0.31836727261543274,
-0.09127780050039291,
-0.13490186631679535,
-0.30648738145828247,
-0.3449473977088928,
-0.14033061265945435,
0.5224601030349731,
0.800631582736969,
-0.23887763917446136,
0.4710786044597626,
0.031240638345479965,
0.7486521005630493,
0.29068779945373535,
0.3634396493434906,
0.2718963325023651,
-0.27281486988067627,
0.1354856789112091,
0.30096644163131714,
-0.16488425433635712,
-0.29787594079971313,
-0.6541558504104614,
-0.02264677919447422,
0.2681308388710022,
-0.16408726572990417,
0.16072197258472443,
0.8705302476882935,
-0.4247991740703583,
-0.08359146863222122,
0.03383110091090202,
0.16816818714141846,
-0.29309526085853577,
0.23324181139469147,
-0.328993558883667,
-0.09952211380004883,
0.20947891473770142,
0.04168833792209625,
-0.023307302966713905,
-0.04733201861381531,
0.06817405670881271,
-0.27770304679870605,
0.06493531167507172,
0.22776539623737335,
-0.13256485760211945,
-0.0347096286714077,
0.429489403963089,
0.0008772065048106015,
-0.17373783886432648,
0.616120457649231,
0.8386508226394653,
-0.40218329429626465,
0.3524496853351593,
-0.12991897761821747,
-0.36175575852394104,
-0.17933019995689392,
0.4426061809062958,
0.15209144353866577,
-0.5171372294425964,
0.026964453980326653,
-0.010458532720804214,
-0.013813882134854794,
-0.6089537739753723,
0.3672814965248108,
0.20670194923877716,
-0.0410308763384819,
-0.040469277650117874,
0.08222916722297668,
0.37008991837501526,
0.3011076748371124,
-0.21641147136688232,
0.22684022784233093,
0.16127008199691772,
-0.481838196516037,
0.2946191728115082,
0.025714440271258354,
0.2706179916858673,
0.5566335320472717,
-0.26125413179397583,
0.2881530821323395,
0.0799298956990242,
-0.9845463633537292,
-0.3140573501586914,
-0.15381722152233124,
0.49446818232536316,
-0.4914223551750183,
-0.6014944911003113,
-0.0042870729230344296,
0.3134239614009857,
0.03273201733827591,
-0.020894238725304604,
-0.021915068849921227,
-0.5540867447853088,
0.25599876046180725,
0.06229303777217865,
0.36281636357307434,
-0.15320567786693573,
-0.16900797188282013,
-0.10750532895326614,
-0.21114538609981537,
-0.3431200087070465,
-0.4342658817768097,
0.4310964345932007,
0.042473629117012024,
-0.48882487416267395,
0.12386752665042877,
0.005889400374144316,
-0.13368450105190277,
-0.3450886011123657,
0.3090835213661194,
0.17693796753883362,
0.7694356441497803,
-0.06135217845439911,
-0.06503991782665253,
-0.0836152508854866,
0.6285713315010071,
0.3477337062358856,
-1.0923250913619995,
-0.7793362140655518,
0.014605356380343437,
0.48484688997268677,
-0.5397963523864746,
0.29811739921569824,
0.3108835518360138,
-0.053239740431308746,
0.06898192316293716,
-0.3851225674152374,
0.19225935637950897,
-0.14619769155979156,
-0.29846441745758057,
-0.5495307445526123,
0.09384450316429138,
-0.11693111807107925,
-0.3956647515296936,
0.05712660029530525,
0.582495391368866,
-0.14218562841415405,
-0.3826565146446228,
0.12387753278017044,
-0.019078360870480537,
-0.22389604151248932,
0.10089503228664398,
0.08011677116155624,
-0.4123857319355011,
-0.22108227014541626,
0.00969077181071043,
-0.6172268986701965,
0.1693255752325058,
0.026652751490473747,
-0.33829206228256226,
-0.11939052492380142,
-0.23062768578529358,
0.06743263453245163,
-0.12549345195293427,
-0.2023884356021881,
-0.8344174027442932,
0.3629172146320343,
-0.8023365139961243,
-0.11328738182783127,
0.08611737191677094,
0.6375027894973755,
-0.17033366858959198,
-0.1299205720424652,
-0.3347929120063782,
-0.4617704749107361,
0.29839181900024414,
-0.4924132525920868,
-0.8209141492843628,
0.17961955070495605,
0.5087156295776367,
-0.13756714761257172,
-0.24359852075576782,
0.35163262486457825,
0.5745158195495605,
0.2815905213356018,
0.324910968542099,
-0.7920774817466736,
0.1233653724193573,
0.646484375,
-0.2840271592140198,
0.03748972341418266,
-0.5139223337173462,
-0.22853609919548035,
-0.004933803807944059,
0.24392260611057281,
-0.12489461153745651,
-1.3273361921310425,
0.42455554008483887,
-0.5320427417755127,
0.4587766230106354,
0.2420424073934555,
0.608487606048584,
0.33838191628456116,
0.2911183536052704,
-0.12022369354963303,
-0.03185994178056717,
0.04221842810511589,
0.38438570499420166,
-0.10523299872875214,
-0.04170854762196541,
0.09843851625919342,
0.2847130000591278,
-0.390534907579422,
0.1144229993224144,
-0.07371377944946289,
0.21783888339996338,
-0.24504221975803375,
-0.5388027429580688,
-0.020089000463485718,
-0.2748132646083832,
0.39739227294921875,
-0.47804003953933716,
0.10354995727539062,
-0.20123191177845,
-0.4262111485004425,
0.43367961049079895,
0.20314908027648926,
-0.08572413772344589,
-0.19419819116592407,
-0.31694313883781433,
0.5529048442840576,
0.5646681189537048,
-0.3633962869644165,
0.2212926745414734,
-0.06078967824578285,
0.2852020859718323,
0.225468248128891,
-0.4338066577911377,
-0.2932959198951721,
0.5067877769470215,
-0.09339621663093567,
0.16889049112796783,
0.6784921288490295,
0.02225661464035511,
-0.03768857568502426,
0.3204330801963806,
0.39616531133651733,
0.7252444624900818,
0.33540937304496765,
0.24038411676883698,
0.5132664442062378,
0.4612654447555542,
-0.29709917306900024,
-0.29382744431495667,
0.15450219810009003,
-0.09597692638635635,
0.31322649121284485,
0.27687880396842957,
0.14198482036590576,
0.5920336842536926,
0.25610464811325073,
-0.238922119140625,
0.15553225576877594,
0.027430959045886993,
0.18778127431869507,
0.07772635668516159,
-0.42417603731155396,
-0.22863690555095673,
-0.15998175740242004,
0.4046080708503723,
0.25401756167411804,
0.10461999475955963,
0.2798669636249542,
0.21077387034893036,
0.6265791654586792,
0.13443292677402496,
0.2713364362716675,
-0.5245474576950073,
0.3301323652267456,
-0.13809001445770264,
-0.25541457533836365,
-0.07502836734056473,
-0.31829211115837097,
-0.3014926016330719,
-0.15792959928512573,
0.5694835782051086,
-0.5490869879722595,
0.3232631981372833,
0.5470378398895264,
0.22636647522449493,
0.3338572382926941,
-0.2873889207839966,
-0.2886960208415985,
-0.5293799042701721,
0.2817395329475403,
0.7376582622528076,
-0.6437982320785522,
0.2294536679983139,
0.01451124157756567,
-0.05270111560821533,
0.5900376439094543,
-0.42870810627937317,
1.0071616172790527,
-0.11555105447769165,
-0.6955668330192566,
0.4813852608203888,
0.5509998202323914,
0.15667326748371124,
0.37418073415756226,
-0.021075604483485222,
-0.11862527579069138,
-0.0023132767528295517,
-0.5256381630897522,
0.3159044682979584,
-0.5326583385467529,
-0.14625108242034912,
-0.07930126786231995,
0.26065176725387573,
-0.2310013473033905,
-0.22555477917194366,
-0.965710461139679,
-0.8227086663246155,
-0.1131381243467331,
-0.006932779680937529,
-0.17575594782829285,
-0.4062296748161316,
0.4532068967819214,
0.38358786702156067,
0.5323623418807983,
0.3858795166015625,
0.22707557678222656,
0.4552156329154968,
0.05127354711294174,
-0.4269712567329407,
0.3007342219352722,
-0.20246951282024384,
0.15123967826366425,
-0.5649598836898804,
0.13661542534828186,
0.6833657622337341,
0.4026276171207428,
-0.19603826105594635,
0.3033722937107086,
0.06707295030355453,
-0.13126526772975922,
0.4759911894798279,
-0.36787641048431396,
0.14054171741008759,
-0.8808059096336365,
-0.5237793326377869,
-0.6613355875015259,
0.656133234500885,
0.13638795912265778,
-0.06988991796970367,
-0.18577107787132263,
0.5061420798301697,
0.2624439001083374,
-0.13216713070869446,
0.5113513469696045,
-0.6474425196647644,
-0.0014124406734481454,
-0.3085605502128601,
0.43052682280540466,
-0.4430648684501648,
0.2606026530265808,
-0.003868663916364312,
0.23484140634536743,
0.23943139612674713,
-0.19439147412776947,
-0.1059681698679924,
0.3114883601665497,
-0.14473243057727814,
0.08923406898975372,
0.03995862603187561,
0.7064035534858704,
-0.47527846693992615,
-0.36213237047195435,
-0.49149948358535767,
0.6746637225151062,
0.02071009762585163,
-0.36243510246276855,
-0.33808785676956177,
-0.42280927300453186,
-0.06355366110801697,
-0.03513754904270172,
-0.3882044553756714,
-0.6846523880958557,
-0.6767402291297913,
0.1376301497220993
] |
In recent years, microblogs have become an important source for reporting real-world events. A real-world occurrence reported in microblogs is also called a social event. Social events may hold critical materials that describe the situations during a crisis. In real applications, such as crisis management and decision making, monitoring the critical events over social streams will enable watch officers to analyze a whole situation that is a composite event, and make the right decision based on the detailed contexts such as what is happening, where an event is happening, and who are involved. Although there has been significant research effort on detecting a target event in social networks based on a single source, in crisis, we often want to analyze the composite events contributed by different social users. So far, the problem of integrating ambiguous views from different users is not well investigated. To address this issue, we propose a novel framework to detect composite social events over streams, which fully exploits the information of social data over multiple dimensions. Specifically, we first propose a graphical model called location-time constrained topic (LTT) to capture the content, time, and location of social messages. Using LTT, a social message is represented as a probability distribution over a set of topics by inference, and the similarity between two messages is measured by the distance between their distributions. Then, the events are identified by conducting efficient similarity joins over social media streams. To accelerate the similarity join, we also propose a variable dimensional extendible hash over social streams. We have conducted extensive experiments to prove the high effectiveness and efficiency of the proposed approach. | [
-0.0009029153734445572,
0.024166535586118698,
0.008595498278737068,
0.010882200673222542,
0.030907470732927322,
-0.01674957573413849,
0.00947238877415657,
0.018052687868475914,
-0.010877944529056549,
-0.01917916350066662,
-0.013982655480504036,
0.013795983046293259,
0.03459915518760681,
0.018378430977463722,
0.017341705039143562,
-0.010354224592447281,
-0.006529665552079678,
0.017552446573972702,
0.008550703525543213,
0.016944490373134613,
-0.004821566864848137,
-0.011802799068391323,
0.008243890479207039,
-0.003789430484175682,
0.0023102054838091135,
-0.009652154520154,
0.016252566128969193,
0.025472642853856087,
0.004477361682802439,
-0.014739790931344032,
-0.02221362292766571,
0.025740036740899086,
0.01953844539821148,
0.011632987298071384,
0.014340952038764954,
-0.015791404992341995,
-0.0023879033979028463,
0.0052405232563614845,
0.0050815921276807785,
-0.004125540144741535,
0.002378495642915368,
-0.004640358034521341,
0.007351756561547518,
-0.022114694118499756,
-0.006475168280303478,
0.016073208302259445,
-0.003678310429677367,
0.0321088470518589,
-0.011748653836548328,
0.0068838223814964294,
-0.0029694773256778717,
0.0192582830786705,
0.006339911371469498,
-0.017846744507551193,
-0.005441383458673954,
-0.016213171184062958,
0.018865155056118965,
0.012305865064263344,
-0.0384523868560791,
0.05087578296661377,
-0.02306309901177883,
0.004243690986186266,
0.025854142382740974,
0.004986776039004326,
0.03557897359132767,
-0.06720989942550659,
-0.015958454459905624,
0.019585322588682175,
0.009902125224471092,
-0.016983572393655777,
0.0173085555434227,
0.00776241160929203,
-0.008295333944261074,
-0.0018547619692981243,
0.009285405278205872,
-0.03416485711932182,
0.013156932778656483,
-0.022820157930254936,
-0.011225506663322449,
0.03813386708498001,
0.01784302480518818,
0.028735054656863213,
-0.028095504269003868,
0.023685457184910774,
0.006264393217861652,
0.010496756993234158,
-0.009717307053506374,
0.005756959784775972,
-0.039407044649124146,
0.02873712033033371,
0.019429408013820648,
0.014580080285668373,
-0.00713936286047101,
0.0026593131478875875,
-0.014760902151465416,
-0.018694646656513214,
-0.02184700407087803,
0.007917224429547787,
-0.026060424745082855,
0.01620498113334179,
-0.012923771515488625,
0.020520027726888657,
0.021851563826203346,
-0.018006736412644386,
-0.026906508952379227,
0.007686816155910492,
-0.010467751882970333,
-0.00536876916885376,
-0.018669724464416504,
0.0026642961893230677,
-0.014583787880837917,
-0.00875784084200859,
0.009804130531847477,
-0.028583452105522156,
-0.002466245088726282,
-0.022620240226387978,
-0.003708833595737815,
0.0011147002223879099,
0.004702304489910603,
-0.008619251661002636,
0.035125620663166046,
0.0035360674373805523,
0.0058642663061618805,
0.004221057984977961,
0.006903617177158594,
0.01624775305390358,
0.018776187673211098,
-0.0007024672813713551,
-0.015894975513219833,
0.007843108847737312,
-0.010404692031443119,
-0.01264467928558588,
0.023145325481891632,
-0.025209859013557434,
0.0031474181450903416,
-0.005838658660650253,
-0.016090601682662964,
0.012463106773793697,
0.007130379788577557,
-0.008791062980890274,
-0.004693728871643543,
0.00615487527102232,
-0.0031647938303649426,
0.014835823327302933,
0.0011020783567801118,
-0.005095510743558407,
-0.020486855879426003,
0.015550150536000729,
-0.004461649339646101,
-0.0007597270887345076,
0.007734181359410286,
-0.022168055176734924,
-0.003374203573912382,
-0.016459453850984573,
0.012605788186192513,
-0.006874440237879753,
0.001140193548053503,
0.01704428717494011,
-0.008281659334897995,
0.021205035969614983,
0.01793564483523369,
0.00550561910495162,
0.004622970707714558,
0.006147244945168495,
-0.016325563192367554,
0.02294927090406418,
0.010336732491850853,
0.01060648076236248,
-0.011819235049188137,
0.005894847214221954,
-0.0069216713309288025,
0.00962792057543993,
-0.01370399072766304,
0.006994591560214758,
-0.010305437259376049,
0.0005948089528828859,
0.026722896844148636,
0.008730201050639153,
-0.012663408182561398,
0.06735438853502274,
-0.028585106134414673,
0.03599441051483154,
0.009352317079901695,
-0.028013525530695915,
-0.007104374468326569,
-0.015919378027319908,
0.019925935193896294,
-0.017512306571006775,
-0.0038914396427571774,
0.002032462041825056,
-0.013494918122887611,
0.007593114394694567,
0.004714411683380604,
-0.0033285659737885,
-0.018536174669861794,
0.0038007572293281555,
0.016149647533893585,
0.00036938046105206013,
0.013058651238679886,
-0.016120588406920433,
0.005206694360822439,
-0.010354058817029,
0.005574018694460392,
-0.011775603517889977,
0.02220650017261505,
-0.00006110675167292356,
0.0019254903309047222,
0.00037676398642361164,
0.004347615875303745,
0.04226824641227722,
0.021771365776658058,
-0.003825496882200241,
-0.012490041553974152,
-0.009477078914642334,
-0.01652916707098484,
-0.004979286342859268,
0.021369244903326035,
0.009000249207019806,
0.015966959297657013,
-0.01373603381216526,
-0.012835975736379623,
-0.011247826740145683,
-0.0016194781055673957,
-0.0039076413959264755,
0.026033340021967888,
0.022855274379253387,
0.009572061710059643,
0.009487053379416466,
0.010855789296329021,
0.0005904032150283456,
-0.011423347517848015,
-0.0014528263127431273,
-0.005833391100168228,
0.015365163795650005,
-0.01658797450363636,
-0.002554035745561123,
0.008910853415727615,
0.011219759471714497,
0.016192780807614326,
-0.010809365659952164,
0.007996829226613045,
0.014216333627700806,
-0.035409413278102875,
-0.002128615975379944,
0.0169037077575922,
-0.002576374914497137,
0.012032932601869106,
0.02044055238366127,
0.017724141478538513,
0.012516056187450886,
0.0036529768258333206,
-0.002718268195167184,
-0.007726054172962904,
0.001567343482747674,
-0.00825687125325203,
-0.0028696840163320303,
0.00732448510825634,
-0.021767601370811462,
0.022373374551534653,
-0.03133108839392662,
-0.0006713879993185401,
0.008086021989583969,
-0.021297018975019455,
0.006358523387461901,
0.02633940614759922,
-0.004899545572698116,
0.028480568900704384,
0.0045678457245230675,
0.016203498467803,
0.011490028351545334,
0.0030219368636608124,
-0.0128081776201725,
-0.004763930104672909,
-0.08158019185066223,
-0.008584016934037209,
0.02010074071586132,
0.01765577122569084,
0.0111958933994174,
-0.00881885178387165,
-0.021341588348150253,
-0.007702892646193504,
-0.016717910766601562,
0.022768039256334305,
-0.029103286564350128,
0.012253915891051292,
-0.01534528099000454,
-0.01796726882457733,
-0.007319304626435041,
-0.01645246148109436,
0.010790052823722363,
-0.011283590458333492,
-0.007779555860906839,
0.023104775696992874,
-0.01720607466995716,
-0.00970358494669199,
0.010067770257592201,
0.008244648575782776,
0.002977850381284952,
-0.00044738641008734703,
0.03632025048136711,
-0.017971765249967575,
-0.010465076193213463,
0.0032940725795924664,
-0.007288557477295399,
-0.012255461886525154,
-0.04210597276687622,
-0.015950936824083328,
-0.01746443286538124,
0.032201334834098816,
-0.014969971030950546,
0.00478470791131258,
0.0035046865232288837,
-0.014557471498847008,
0.022239698097109795,
0.01964092254638672,
-0.019361142069101334,
-0.006770620122551918,
0.0055174026638269424,
0.0002864883281290531,
0.02491556480526924,
0.02630344033241272,
0.008779843337833881,
0.002333235926926136,
-0.027972746640443802,
-0.0051523963920772076,
-0.0062426915392279625,
0.0007324551115743816,
-0.01918652653694153,
0.014088633470237255,
-0.016657529398798943,
-0.015303177759051323,
-0.008344391360878944,
0.00036684353835880756,
-0.005562786478549242,
0.019146732985973358,
-0.03684806078672409,
0.02525443583726883,
-0.024434952065348625,
-0.014269900508224964,
0.0066725099459290504,
0.018303371965885162,
0.010793250054121017,
0.012727049179375172,
0.007537968922406435,
-0.02797466702759266,
0.005037054419517517,
-0.009420881047844887,
0.0308783408254385,
-0.009951830841600895,
-0.013927903026342392,
0.004154757596552372,
-0.005406051408499479,
-0.0024045840837061405,
-0.014410127885639668,
0.008187895640730858,
0.03482421487569809,
-0.011686211451888084,
-0.011862069368362427,
0.021222688257694244,
0.007102447561919689,
0.007544855587184429,
0.013741114176809788,
-0.012492586858570576,
0.03824344277381897,
-0.02766735479235649,
0.0071775298565626144,
0.004818034823983908,
0.032930731773376465,
-0.022412516176700592,
0.018475333228707314,
-0.016553964465856552,
0.001681898022070527,
0.010956401005387306,
0.010259868577122688,
0.0020005744881927967,
0.0064685409888625145,
-0.018616674467921257,
0.017079774290323257,
0.003090845188125968,
-0.012901796959340572,
-0.013182265684008598,
-0.007811915595084429,
-0.010079104453325272,
0.0007891678251326084,
0.013219893909990788,
-0.004527275450527668,
0.013588218949735165,
0.009141792543232441,
0.01947219856083393,
0.012671754695475101,
-0.01884499378502369,
0.07259860634803772,
0.0037325890734791756,
0.016325775533914566,
-0.008641572669148445,
0.024472521618008614,
-0.01565307378768921,
0.02551152929663658,
-0.0019962082151323557,
-0.0014604184543713927,
0.007782709319144487,
0.010820718482136726,
0.02400406450033188,
-0.004740816541016102,
0.01303714420646429,
0.01699424535036087,
0.00299325049854815,
-0.011753154918551445,
-0.02610831707715988,
-0.00023044622503221035,
0.03336084634065628,
0.005549028515815735,
0.02529534511268139,
-0.016474591568112373,
0.0016463017091155052,
-0.010507739149034023,
0.002923320746049285,
-0.03484594449400902,
-0.01614173874258995,
0.0014601574512198567,
0.004668520297855139,
0.008178231306374073,
0.0035176854580640793,
-0.0043428437784314156,
-0.018682507798075676,
0.006285958923399448,
-0.02627624198794365,
-0.016387350857257843,
-0.0156861562281847,
0.006681025493890047,
0.011178109794855118,
0.0005307137034833431,
-0.012862985953688622,
0.001004211138933897,
0.023985054343938828,
0.035086143761873245,
0.012278148904442787,
-0.003980795852839947,
-0.009597779251635075,
0.009079215116798878,
0.028774090111255646,
-0.001892836531624198,
0.01867508888244629,
0.007136924657970667,
0.005491515621542931,
-0.016424071043729782,
-0.01685541681945324,
0.0030355157796293497,
0.007143714465200901,
-0.01820283755660057,
-0.006720855366438627,
-0.02863946370780468,
0.004028533585369587,
-0.035319454967975616,
-0.00869669858366251,
-0.004419793374836445,
-0.012598077766597271,
0.005647235084325075,
-0.006323954090476036,
0.0034425773192197084,
0.00950939767062664,
-0.026494136080145836,
0.006977164652198553,
-0.009053030982613564,
0.000040753744542598724,
0.0004239124245941639,
-0.020155861973762512,
-0.01278735138475895,
-0.009788122028112411,
0.030324295163154602,
0.024508673697710037,
-0.020754367113113403,
-0.027041509747505188,
-0.01681562513113022,
0.0009746849536895752,
-0.008570530451834202,
-0.00146415363997221,
-0.0224008746445179,
-0.07469382882118225,
0.020801179111003876,
0.014796324074268341,
-0.008085564710199833,
-0.019191082566976547,
0.007539659738540649,
-0.0005523605505004525,
0.016168847680091858,
0.003661392256617546,
-0.008716088719666004,
-0.019358670338988304,
-0.006526106037199497,
-0.008597515523433685,
0.006091451272368431,
0.010591782629489899,
0.009745738469064236,
0.01810467801988125,
0.010502241551876068,
0.009160399436950684,
0.018858619034290314,
-0.015463583171367645,
0.013671213760972023,
-0.008088096976280212,
0.014066513627767563,
0.0027594820130616426,
-0.08138348162174225,
-0.024289840832352638,
0.024234842509031296,
-0.013524597510695457,
0.007137283682823181,
-0.002271604258567095,
0.003933020867407322,
-0.021458588540554047,
-0.02440590038895607,
-0.011833330616354942,
-0.023026008158922195,
0.013635991141200066,
0.005965763702988625,
0.014543169178068638,
0.03372608870267868,
-0.005698841996490955,
0.02497294917702675,
0.0022932528518140316,
-0.018505476415157318,
0.0030965846963226795,
0.03876926749944687,
0.00821445882320404,
-0.009448105469346046,
-0.007740926928818226,
-0.014130926690995693,
-0.014375461265444756,
-0.0009190964046865702,
0.009053178131580353,
0.010665827430784702,
0.0019061071798205376,
0.010199890471994877,
0.01190468855202198,
-0.006468756124377251,
-0.0003011181252077222,
0.0038394946604967117,
-0.019032523036003113,
-0.034298911690711975,
0.021987490355968475,
0.016324561089277267,
-0.008843250572681427,
-0.014249220490455627,
0.014732560142874718,
0.00266526872292161,
0.003388139884918928,
0.012296125292778015,
0.010266756638884544,
0.005433790385723114,
-0.005594003014266491,
0.005855648312717676,
0.012352104298770428,
0.008706005290150642,
0.009568348526954651,
0.013530934229493141,
-0.01733369380235672,
0.0024168207310140133,
0.027898898348212242,
-0.008204600773751736,
0.023629456758499146,
0.02932940423488617,
0.030552275478839874,
-0.003074835054576397,
0.014634286053478718,
-0.012098275125026703,
0.07238327711820602,
-0.022595839574933052,
0.01240057498216629,
-0.0006419837009161711,
-0.0029918658547103405,
0.0018659797497093678,
-0.01094591710716486,
0.0076968735083937645,
0.020229380577802658,
0.00043396209366619587,
0.011891268193721771,
-0.018881864845752716,
0.021965380758047104,
0.004833678714931011,
0.0050638578832149506,
-0.02584429271519184,
0.005549871362745762,
-0.01476043276488781,
-0.016656089574098587,
0.019791100174188614,
0.007585905957967043,
-0.009824927896261215,
0.030923524871468544,
0.0062639471143484116,
0.02399802953004837,
0.017476091161370277,
0.01135440543293953,
0.010927780531346798,
0.0184019785374403,
0.018922507762908936,
-0.042321790009737015,
-0.011267326772212982,
-0.00037718837847933173,
-0.008109316229820251,
0.01607835851609707,
-0.01850186474621296,
-0.014652073383331299,
0.0007358131115324795,
0.006377164740115404,
-0.01101186778396368,
-0.007478636223822832,
-0.007958724163472652,
0.016210688278079033,
-0.01689152419567108,
0.009030601009726524,
0.006904937326908112,
0.01243325974792242,
-0.00105347391217947,
0.028668684884905815,
0.013947708532214165,
-0.00822054035961628,
-0.0020031360909342766,
0.012883719056844711,
0.016451170668005943,
0.0036270911805331707,
-0.002303127199411392,
-0.024624396115541458,
0.011092896573245525,
-0.008050735108554363,
-0.02262083813548088,
0.0026785419322550297,
-0.009654982015490532,
0.01844591647386551,
-0.0005153220845386386,
0.002498926594853401,
-0.014786197803914547,
-0.008077280595898628,
-0.001599953742697835,
-0.014379751868546009,
0.012658122926950455,
-0.011261269450187683,
0.00792062096297741,
0.009950878098607063,
-0.02708105742931366,
-0.011736003682017326,
0.005566239822655916,
-0.004232135601341724,
0.00010470498818904161,
0.008440768346190453,
0.0060534486547112465,
-0.003805338405072689,
-0.005577930249273777,
-0.025276396423578262,
-0.030844783410429955,
-0.011599353514611721,
-0.0046431440860033035,
0.004570052959024906,
-0.009775755926966667,
-0.01456917729228735,
0.010052133351564407,
0.029335936531424522,
0.0017313894350081682,
0.003822874277830124,
-0.01489277184009552,
0.008513924665749073,
0.03393414616584778,
-0.002231423743069172,
0.002033533062785864,
-0.014710381627082825,
0.015271265059709549,
0.032378461211919785,
0.0006595700979232788,
-0.004585501737892628,
-0.007999920286238194,
-0.030569156631827354,
-0.005221265833824873,
0.012681949883699417,
0.04634498059749603,
-0.01264357939362526,
-0.0021828359458595514,
0.0173234511166811,
-0.0012437475379556417,
-0.028738215565681458,
0.0345793254673481,
-0.020434608682990074,
-0.01596366986632347,
-0.008465981110930443,
0.02582349069416523,
0.005155149381607771,
-0.0046079643070697784,
0.006677146535366774,
-0.00195423630066216,
-0.006438510492444038,
-0.022717522457242012,
0.022394442930817604,
-0.021171268075704575,
0.00019369821529835463,
0.01631186529994011,
0.007165002170950174,
-0.027745265513658524,
0.009672051295638084,
-0.03633406013250351,
-0.007511709816753864,
-0.02620808035135269,
-0.023539993911981583,
0.002894977107644081,
0.016760684549808502,
0.003487479407340288,
0.0074554020538926125,
0.01085367240011692,
0.01602022349834442,
-0.009073656052350998,
0.000367123750038445,
0.004862481728196144,
0.0073927235789597034,
-0.00949259102344513,
0.003429161151871085,
-0.021410703659057617,
0.007611299864947796,
-0.00933891348540783,
0.00565276388078928,
0.009575220756232738,
0.017777735367417336,
-0.004971535876393318,
0.027499351650476456,
0.013858029618859291,
-0.0007338739233091474,
0.02055281400680542,
-0.01755472645163536,
-0.0010437070159241557,
0.009186459705233574,
0.005635678768157959,
-0.003918896429240704,
0.007174841593950987,
-0.0025258816312998533,
0.02385086566209793,
-0.0023206910118460655,
-0.002393807750195265,
0.014554241672158241,
0.012277189642190933,
0.02055159956216812,
0.004292896017432213,
-0.007684158626943827,
0.012707129120826721,
-0.009395255707204342,
-0.02371935546398163,
-0.005336157977581024,
0.004418071359395981,
0.0021023901645094156,
-0.011044539511203766,
0.0011616612318903208,
-0.020003490149974823,
0.011978911235928535,
-0.013137182220816612,
-0.007211139425635338,
-0.00447301659733057,
-0.011830411851406097,
0.014942854642868042,
0.012733258306980133,
0.010210627689957619,
0.00866291020065546,
-0.004420406185090542,
-0.024060364812612534,
0.006186189129948616,
0.007974766194820404,
-0.014500696212053299,
-0.004876363091170788,
0.0001947933342307806,
0.010166708379983902,
-0.00017691985704004765,
-0.004130121320486069,
0.002760568168014288
] | [
0.34726595878601074,
-0.10423051565885544,
0.0416683666408062,
0.41262102127075195,
-0.08530807495117188,
-0.1750415861606598,
0.4330044090747833,
0.3375084698200226,
-0.6080598831176758,
-0.6513181924819946,
-0.3329251706600189,
0.36730867624282837,
-0.34689861536026,
0.03751262649893761,
-0.12257424741983414,
0.23781231045722961,
0.3371194005012512,
0.46402508020401,
0.0384707935154438,
-0.44072845578193665,
-0.47642576694488525,
-0.3306255638599396,
0.09727010875940323,
-0.07500692456960678,
0.16386470198631287,
0.2532114088535309,
0.20059575140476227,
0.4407753646373749,
-0.3368082046508789,
-0.05585101991891861,
0.0364079624414444,
0.3799366354942322,
-0.2491443157196045,
-0.07875976711511612,
0.11357472836971283,
-0.0311468243598938,
-0.4342910945415497,
-0.209880992770195,
-0.33237555623054504,
-0.27024874091148376,
0.19459527730941772,
0.056023452430963516,
-0.33652737736701965,
0.3056891858577728,
-0.2132851779460907,
-0.5727677941322327,
-1.582808017730713,
0.3565926253795624,
-0.3248656690120697,
0.1585138887166977,
-0.2372281700372696,
0.7476112842559814,
0.4562431573867798,
0.1708647757768631,
-0.13033625483512878,
0.6512870788574219,
-0.07015673071146011,
-0.2494620978832245,
-0.10192573070526123,
-0.16950613260269165,
0.27429816126823425,
-0.4012579321861267,
-0.009900463744997978,
-0.058111004531383514,
0.07316471636295319,
0.08818549662828445,
-0.07818587869405746,
-0.16615743935108185,
-0.25411006808280945,
-0.20940105617046356,
0.11169907450675964,
-0.26342493295669556,
-0.16673824191093445,
0.1065400168299675,
-0.6589950323104858,
0.35842251777648926,
0.34825873374938965,
-0.40383875370025635,
0.033002763986587524,
-0.09242966771125793,
-0.0905584841966629,
0.3462681770324707,
0.48211532831192017,
0.14711453020572662,
0.5818674564361572,
0.13861066102981567,
-0.24244281649589539,
0.3507525622844696,
-0.012953897006809711,
0.3936017155647278,
0.17235513031482697,
-0.5843671560287476,
0.6000605225563049,
0.48256945610046387,
0.7184954285621643,
0.520486056804657,
0.30011650919914246,
0.1978297382593155,
0.3104310929775238,
0.25851792097091675,
-0.013208773918449879,
-0.19981198012828827,
0.3225723206996918,
-0.23419982194900513,
-0.28725123405456543,
-0.5095261335372925,
-0.27309608459472656,
-0.5163112282752991,
0.02068772353231907,
0.3237341046333313,
-0.2152208685874939,
0.3127281665802002,
-0.20579619705677032,
0.01521038543432951,
-0.058642152696847916,
0.3029691278934479,
0.3802892565727234,
0.2369220107793808,
-0.12938569486141205,
0.33944419026374817,
0.10833204537630081,
0.8598181009292603,
0.25487929582595825,
0.08364950120449066,
-0.013750559650361538,
-0.031029490754008293,
0.5991711020469666,
0.32813578844070435,
-0.1617121696472168,
0.08010846376419067,
0.08438166975975037,
1.2212331295013428,
-0.38884401321411133,
-0.1963135451078415,
-0.11482217907905579,
-0.2521474361419678,
0.023796159774065018,
0.2811874747276306,
0.11641878634691238,
0.06620663404464722,
-0.11078230291604996,
-0.8636029362678528,
-0.09656058251857758,
-0.2515695095062256,
0.28523677587509155,
-0.3338513672351837,
-0.004874273668974638,
-0.6148919463157654,
-0.15278469026088715,
-0.050316229462623596,
-0.13101798295974731,
-0.00735162477940321,
-0.5620647668838501,
-0.05351473391056061,
0.031025083735585213,
0.37336432933807373,
-0.023153621703386307,
-0.34280654788017273,
-0.009330809116363525,
0.08489403128623962,
-0.04604354128241539,
0.416564404964447,
-0.7731902599334717,
-0.1546039581298828,
0.026895489543676376,
-0.4794192910194397,
0.06228908896446228,
0.33833056688308716,
0.41506269574165344,
0.28814369440078735,
-0.16902035474777222,
0.01365585532039404,
-0.1628178507089615,
0.1494370400905609,
-0.05882519111037254,
0.2259480506181717,
0.5378707647323608,
0.19224874675273895,
0.0027950089424848557,
-0.14609630405902863,
-0.6463643312454224,
0.0026634125970304012,
0.07185129821300507,
-0.7386102676391602,
0.2880505919456482,
0.19017700850963593,
0.4091286361217499,
-0.2102697640657425,
-0.12064039707183838,
-0.1526312232017517,
-0.1915910542011261,
-0.29952380061149597,
0.34388822317123413,
-0.8512400984764099,
1.1998729705810547,
-0.5139169692993164,
0.02485201321542263,
1.59315824508667,
-0.30284184217453003,
0.016781240701675415,
0.028734881430864334,
0.14005319774150848,
0.24363774061203003,
-0.370594322681427,
-0.5370602607727051,
-0.2846539318561554,
0.29038360714912415,
0.33085083961486816,
-0.5354462265968323,
-0.4767240583896637,
0.4898133873939514,
-0.12471330165863037,
-0.24326780438423157,
0.07667209953069687,
0.13485147058963776,
0.24958008527755737,
-0.41914796829223633,
0.27131325006484985,
-0.28369107842445374,
-0.019054610282182693,
1.017434000968933,
-0.5999617576599121,
0.09193089604377747,
0.38983994722366333,
-0.166630819439888,
0.1059907004237175,
0.6075249314308167,
0.058487121015787125,
1.1819992065429688,
-1.2746633291244507,
0.2510978579521179,
-0.01708265207707882,
0.16737663745880127,
-0.5503190755844116,
-0.6100764870643616,
0.24181599915027618,
-0.03712024912238121,
-0.3158629834651947,
0.028175044804811478,
-0.04919597506523132,
0.16570332646369934,
-0.24167747795581818,
-0.2705762982368469,
0.3608361482620239,
0.6055394411087036,
-0.43543025851249695,
-0.2936145067214966,
0.16954490542411804,
-0.4537402391433716,
-0.025153426453471184,
0.047615934163331985,
0.5797187685966492,
0.08569469302892685,
-0.6908062100410461,
0.5712178945541382,
-0.04409108683466911,
-0.19766080379486084,
-0.19126132130622864,
0.14097833633422852,
0.03895942494273186,
-0.08738111704587936,
-0.08133459091186523,
-0.08754632622003555,
0.17451761662960052,
-0.3641086220741272,
-0.49725595116615295,
-0.33641284704208374,
-0.24618765711784363,
0.2985093295574188,
0.8569189310073853,
0.16195814311504364,
-0.18116101622581482,
-0.21488147974014282,
0.47016042470932007,
0.2573787569999695,
-0.6496484875679016,
0.4696894884109497,
0.3137393593788147,
-0.4489959478378296,
-0.21898245811462402,
-0.19827783107757568,
0.5617008805274963,
0.6789352893829346,
-0.7000848054885864,
-0.4093569815158844,
-0.7125119566917419,
0.259866327047348,
-0.09254815429449081,
-0.5452260375022888,
0.1378183215856552,
-0.3719208240509033,
0.17890514433383942,
-0.07151635736227036,
-0.4030337631702423,
0.5826051831245422,
0.40228697657585144,
-0.13448891043663025,
0.37529832124710083,
0.10352800041437149,
-0.22441118955612183,
-0.288510799407959,
0.4063188135623932,
0.32358652353286743,
-0.41899460554122925,
0.17328661680221558,
0.03223123773932457,
-0.215227872133255,
0.6035181879997253,
-5.956423759460449,
-0.0696326196193695,
-0.33324888348579407,
-0.32455238699913025,
-0.7951571345329285,
0.2500723600387573,
1.0320534706115723,
-0.2426454871892929,
0.049700453877449036,
0.10980023443698883,
0.18455789983272552,
0.2256459891796112,
0.336239755153656,
0.5057504773139954,
-0.04171116277575493,
0.3480931520462036,
0.345964640378952,
0.5251086950302124,
-0.36884284019470215,
0.2881683111190796,
0.27458080649375916,
-0.2845099866390228,
-0.1394331455230713,
0.7315389513969421,
0.28468769788742065,
-0.2531411051750183,
-0.5895333886146545,
0.26134225726127625,
0.25818878412246704,
-0.10343649983406067,
0.5946027636528015,
-0.3741409182548523,
-0.41211968660354614,
-0.1349654346704483,
0.17289170622825623,
0.19430553913116455,
0.10989916324615479,
0.3437632918357849,
-0.1777915209531784,
-0.6163480877876282,
0.018843676894903183,
0.39271262288093567,
-0.08375028520822525,
-0.3142390251159668,
0.40851691365242004,
-0.07239405065774918,
-0.31724676489830017,
0.11567714065313339,
-0.395063579082489,
0.4452221095561981,
-0.07626954466104507,
-0.5125681161880493,
0.10156085342168808,
0.07181689143180847,
0.02700880542397499,
-0.1742079108953476,
0.7615615129470825,
-0.057432081550359726,
-0.5183808207511902,
0.10125280916690826,
0.37636077404022217,
-0.30360710620880127,
0.12292782962322235,
-0.4805678725242615,
-0.29481810331344604,
-0.08217884600162506,
-1.2241464853286743,
-0.8491436243057251,
0.2096048891544342,
-0.11216650158166885,
-0.7156693935394287,
0.2839125394821167,
0.024049753323197365,
-0.5281299352645874,
0.2522222697734833,
-0.3915097713470459,
0.5535519123077393,
0.11960986256599426,
0.17980580031871796,
0.21690508723258972,
-0.3154486417770386,
-0.2236844301223755,
0.0954284518957138,
-0.2951045334339142,
-0.021123262122273445,
-0.3785369098186493,
-0.0717528834939003,
-0.044882580637931824,
-0.7043761014938354,
0.029244283214211464,
0.653519332408905,
-0.3326224684715271,
0.17450082302093506,
0.46171143651008606,
0.425062894821167,
0.5023338198661804,
0.6706355214118958,
-0.18067431449890137,
0.06351794302463531,
-0.4031021296977997,
0.4183816611766815,
0.2116825431585312,
-0.14403848350048065,
-1.0714415311813354,
0.15183693170547485,
0.1047440692782402,
-0.3056313395500183,
0.3539998531341553,
0.5030800104141235,
-0.49484118819236755,
-0.09855542331933975,
-0.11701750755310059,
-0.3330090343952179,
-0.3932432234287262,
0.43064096570014954,
-0.31262922286987305,
0.2554284632205963,
0.26380816102027893,
0.24546395242214203,
-0.25704848766326904,
-0.12018655240535736,
0.334073543548584,
-0.12433398514986038,
0.3720189034938812,
0.16854025423526764,
-0.6268249154090881,
-0.019111020490527153,
0.4907006621360779,
-0.22733855247497559,
-0.10312400758266449,
0.5051348209381104,
0.3483677804470062,
0.03140582516789436,
0.2584107518196106,
0.34362664818763733,
-0.7578263878822327,
-0.2437080293893814,
0.13561615347862244,
0.48370298743247986,
-0.2705255448818207,
0.24895960092544556,
0.11539793014526367,
0.14629317820072174,
-0.14769208431243896,
0.2890850603580475,
0.1287846863269806,
-0.29893532395362854,
0.12646391987800598,
0.11873453110456467,
0.09449170529842377,
-0.6818812489509583,
-0.16399048268795013,
-0.2866562306880951,
-0.21517691016197205,
0.21582582592964172,
0.03399454057216644,
0.3424721360206604,
0.0054733362048864365,
0.2497604489326477,
-0.557053804397583,
0.36219650506973267,
-0.038304250687360764,
-0.9020087718963623,
-0.07362817227840424,
0.053444139659404755,
0.1281338334083557,
-0.6206334233283997,
0.1445588618516922,
0.3394249677658081,
0.3030945062637329,
0.0001346739154541865,
-0.3415222465991974,
-0.6052122712135315,
-0.2851058840751648,
0.12815062701702118,
-0.07831577211618423,
0.17413242161273956,
0.21614030003547668,
-0.19404524564743042,
-0.15719416737556458,
-0.02838847041130066,
-0.48473459482192993,
-0.18246325850486755,
0.15922260284423828,
0.6161887049674988,
0.28986671566963196,
0.16176727414131165,
0.1434182971715927,
-0.5250530242919922,
-0.14918464422225952,
0.5288293957710266,
0.17091643810272217,
0.21174973249435425,
-0.04086378961801529,
0.1997135728597641,
-0.3654707670211792,
0.4332149028778076,
-0.033690452575683594,
-0.1406354159116745,
-0.2807132601737976,
0.1495790332555771,
0.1843343824148178,
-0.693815290927887,
-0.0342520996928215,
0.007877279072999954,
-0.5390816926956177,
0.19905118644237518,
0.10490663349628448,
-0.2743144631385803,
-0.08629214763641357,
-0.5723827481269836,
0.14214405417442322,
-0.22642920911312103,
0.42988017201423645,
-0.36381930112838745,
-0.14698371291160583,
0.24179984629154205,
-0.24864326417446136,
-0.6248955130577087,
0.1570196896791458,
0.391682893037796,
0.2275337129831314,
-0.5196495056152344,
0.02556653320789337,
-0.32138872146606445,
0.08538810908794403,
0.5894200801849365,
-0.36668306589126587,
0.09084493666887283,
0.3170648515224457,
-0.12189752608537674,
0.008318291045725346,
0.21684978902339935,
0.09000126272439957,
-0.24402886629104614,
-0.30647507309913635,
-0.26157277822494507,
0.18537463247776031,
0.20387989282608032,
0.19276580214500427,
-0.1732080727815628,
0.523757815361023,
-0.00926007330417633,
-0.667366087436676,
-0.131503164768219,
-0.029199348762631416,
0.18687352538108826,
-0.27055495977401733,
-0.8616136312484741,
-0.047464579343795776,
0.6263198852539062,
-0.4337826669216156,
0.2606264054775238,
-0.10163359344005585,
0.3285124897956848,
-0.0012230087304487824,
-0.373844176530838,
-0.4745297133922577,
0.22839471697807312,
0.29108670353889465,
0.3582454025745392,
-0.8583062887191772,
-0.5819717645645142,
-0.24405664205551147,
0.8823366761207581,
0.2923911213874817,
-0.5028116106987,
-0.350983589887619,
-0.01930650696158409,
-0.7153835296630859,
0.48103275895118713,
0.4602644443511963,
0.33726251125335693,
0.48403769731521606,
0.4276108741760254,
0.05285382270812988,
-0.253448486328125,
0.04877539351582527,
-0.16626764833927155,
-0.11392548680305481,
0.02565615251660347,
-0.10001154989004135,
-0.07288435846567154,
-0.28861719369888306,
0.3664550185203552,
-0.3356611728668213,
0.45140013098716736,
0.09889582544565201,
-0.18181870877742767,
-0.20730416476726532,
-0.10673435777425766,
0.1830494999885559,
-0.5243976712226868,
0.3862919211387634,
0.4289403259754181,
0.06508132815361023,
0.48291489481925964,
0.4111032485961914,
-0.06429722905158997,
0.24786771833896637,
-0.19994159042835236,
0.15971453487873077,
-0.066803939640522,
-0.6503738164901733,
0.6752876043319702,
0.07456547021865845,
-0.14065326750278473,
0.06472082436084747,
-0.35483425855636597,
0.45826905965805054,
0.037838276475667953,
-0.03830771893262863,
0.4066566824913025,
0.5195478200912476,
-0.5220616459846497,
-0.2885190546512604,
0.05947485938668251,
-0.33272814750671387,
1.1889814138412476,
-0.15299780666828156,
-0.311283141374588,
0.4003751575946808,
0.7191734910011292,
-0.06172599270939827,
-0.5710444450378418,
0.5751582980155945,
0.13027948141098022,
0.6264321804046631,
-0.034397173672914505,
0.2048429548740387,
0.4540483057498932,
1.0317484140396118,
-0.0782914012670517,
0.08694378286600113,
-0.4445854127407074,
-0.0750703364610672,
0.07242487370967865,
-0.3558347523212433,
-0.3018990457057953,
0.20529057085514069,
0.5855106115341187,
-0.3142256736755371,
0.14695493876934052,
0.5334023237228394,
-0.29016855359077454,
0.5389954447746277,
0.30070698261260986,
0.26051148772239685,
-0.6738091111183167,
0.18953855335712433,
-0.2645479440689087,
0.33229750394821167,
0.1716957539319992,
0.16691374778747559,
-0.10445352643728256,
-0.5870229005813599,
0.287504106760025,
-0.4086974859237671,
-0.21230053901672363,
0.02230205573141575,
-0.007015042006969452,
0.8637423515319824,
-0.2942776679992676,
-0.23149673640727997,
-0.326377272605896,
0.0010597178479656577,
0.812532365322113,
-0.04404281824827194,
0.3795856237411499,
0.004476629663258791,
-0.34388989210128784,
0.8275752067565918,
-0.6739856004714966,
0.5515511631965637,
0.10141816735267639,
-0.8779705762863159,
0.7330008745193481,
-0.007637828588485718,
0.21893322467803955,
-0.06274977326393127,
0.25095346570014954,
0.4197988510131836,
0.035108741372823715,
-0.7589904069900513,
0.33179771900177,
0.09645652025938034,
-0.18445207178592682,
0.17757563292980194,
0.22316215932369232,
-0.3125643730163574,
-0.10536190867424011,
-0.9265027046203613,
-0.18485614657402039,
0.08767594397068024,
0.1534716784954071,
-0.26076000928878784,
-0.03288041800260544,
0.9378113746643066,
0.278835654258728,
0.14856337010860443,
-0.207437202334404,
0.10996592044830322,
-0.28497809171676636,
0.18458712100982666,
-0.601394772529602,
0.3525657653808594,
-0.7145066857337952,
-0.5290133357048035,
-0.6068649291992188,
0.2719629406929016,
0.9639590382575989,
0.08771608769893646,
-0.20974482595920563,
0.0316259004175663,
-0.13994359970092773,
0.10942770540714264,
0.30593007802963257,
-0.1961180865764618,
-0.12147742509841919,
-0.5881539583206177,
-0.25395330786705017,
-0.21319757401943207,
0.83180171251297,
-0.18661321699619293,
-0.08765622973442078,
-0.30888500809669495,
-0.395917683839798,
0.22072848677635193,
-0.19020158052444458,
0.27768391370773315,
-0.3091505765914917,
-0.3552655875682831,
-0.36481016874313354,
0.6059232950210571,
-0.42601504921913147,
-0.09359174966812134,
0.12229259312152863,
0.35916197299957275,
0.7170464992523193,
-0.4588135778903961,
-0.34836113452911377,
-0.08904951810836792,
0.40794897079467773,
0.04525565356016159,
-0.018804635852575302,
0.6987910866737366,
-0.524800717830658,
0.09924273937940598,
-0.8714284896850586,
0.32480424642562866,
-0.18310806155204773,
-0.19325485825538635,
-0.0499715581536293,
-0.2736404240131378,
-0.4842500388622284,
0.14043894410133362,
-0.4235324561595917,
-0.6647236347198486,
-0.25274720788002014,
-0.45687514543533325
] |
In this paper we study distributionally robust optimization (DRO) problems where the ambiguity set of the probability distribution is defined by the Kullback-Leibler (KL) divergence. We consider DRO problems where the ambiguity is in the objective function, which takes a form of an expectation, and show that the resulted minimax DRO problems can be formulated as a one-layer convex minimization problem. We also consider DRO problems where the ambiguity is in the constraint. We show that ambiguous expectation-constrained programs may be reformulated as a one-layer convex optimization problem that takes the form of the Benstein approximation of Nemirovski and Shapiro (2006). We further consider distributionally robust probabilistic programs. We show that the optimal solution of a probability minimization problem is also optimal for the distributionally robust version of the same problem, and also show that the ambiguous chance-constrained programs (CCPs) may be reformulated as the original CCP with an adjusted confidence level. A number of examples and special cases are also discussed in the paper to show that the reformulated problems may take simple forms that can be solved easily. The main contribution of the paper is to show that the KL divergence constrained DRO problems are often of the same complexity as their original stochastic programming problems and, thus, KL divergence appears a good candidate in modeling distribution ambiguities in mathematical programming. | [
-0.005114646628499031,
0.007625728379935026,
-0.014002209529280663,
0.01931709051132202,
-0.03364886716008186,
0.0020192349329590797,
0.010719191282987595,
0.024662479758262634,
-0.008990122005343437,
-0.010758262127637863,
-0.018872423097491264,
0.01296625193208456,
-0.006153808906674385,
0.014218038879334927,
-0.0010622963309288025,
0.003550493624061346,
-0.008167173713445663,
-0.0073547931388020515,
0.011153658851981163,
-0.02997944876551628,
0.015509207732975483,
0.029309969395399094,
0.009908147156238556,
0.010758932679891586,
-0.04347487539052963,
0.01329977810382843,
-0.0278851930052042,
-0.011207113042473793,
-0.007551182992756367,
0.018691882491111755,
0.0009386144811287522,
-0.006965364795178175,
-0.011516734026372433,
0.005648713558912277,
0.015263588167726994,
-0.043600957840681076,
-0.002268505282700062,
0.01730959676206112,
-0.035102587193250656,
-0.005485596135258675,
-0.013384152203798294,
-0.010205216705799103,
0.00812807958573103,
-0.0064857108518481255,
-0.008132733404636383,
-0.010720649734139442,
0.003730136202648282,
0.0034383886959403753,
0.0005654760170727968,
0.004347024951130152,
-0.017283130437135696,
-0.002844503615051508,
-0.00834475364536047,
0.021208878606557846,
-0.005303969141095877,
-0.011225607246160507,
0.016424493864178658,
0.013478525914251804,
-0.011790246702730656,
0.022979024797677994,
-0.008959660306572914,
0.04349414259195328,
-0.04148591309785843,
-0.04743214696645737,
0.015524975024163723,
-0.06715153157711029,
0.001470545306801796,
0.0029837144538760185,
-0.008756335824728012,
0.020725296810269356,
0.0005855911877006292,
0.005886796861886978,
0.00955905206501484,
-0.0168200321495533,
-0.01488207932561636,
0.012207986786961555,
-0.00665247580036521,
0.0042747193947434425,
-0.016349101439118385,
0.004529900383204222,
0.02883433923125267,
0.003381184069439769,
-0.034594811499118805,
0.01731005311012268,
0.03822877258062363,
-0.01387588120996952,
-0.012612571008503437,
0.018164265900850296,
-0.00032912567257881165,
-0.009777380153536797,
0.01020198967307806,
-0.02065214328467846,
-0.011303463019430637,
-0.0019229413010179996,
-0.011899542063474655,
0.003458505030721426,
0.0017128927865996957,
-0.004022635985165834,
-0.004703419283032417,
0.00028437958098948,
-0.022760942578315735,
0.042064517736434937,
0.01916363462805748,
0.009325720369815826,
-0.009840551763772964,
0.009059831500053406,
-0.0013537619961425662,
0.016208358108997345,
-0.03567430377006531,
0.009459532797336578,
-0.010397074744105339,
0.010938659310340881,
-0.012293929234147072,
0.005967437289655209,
0.01070881076157093,
-0.01040896400809288,
-0.0007298386190086603,
0.025332801043987274,
0.00319364620372653,
0.02458156645298004,
0.02626894973218441,
0.002876908052712679,
-0.0017827239353209734,
0.014192799106240273,
0.008691390976309776,
0.02614578977227211,
0.025255972519516945,
-0.010363699868321419,
-0.001426041591912508,
0.017516965046525,
-0.012820390984416008,
-0.0004639839753508568,
-0.0016843832563608885,
-0.014409080147743225,
0.009127810597419739,
-0.009252117946743965,
0.0018828263273462653,
-0.0051961131393909454,
0.018877997994422913,
0.011423347517848015,
0.009882031008601189,
0.009244951419532299,
0.0012107500806450844,
0.010722639970481396,
0.027868982404470444,
0.010840197093784809,
0.006848318502306938,
0.0005827194545418024,
0.013610517606139183,
-0.02925853803753853,
0.001977311447262764,
-0.003978025168180466,
-0.002025079447776079,
-0.0032230434007942677,
0.03715454787015915,
-0.04194965586066246,
-0.01549900695681572,
0.004351859446614981,
-0.016709648072719574,
-0.010637794621288776,
-0.007553321775048971,
0.017543543130159378,
-0.002297983504831791,
0.00660562701523304,
0.01867571845650673,
0.029355745762586594,
0.03554811701178551,
0.0016379604348912835,
-0.01834845170378685,
0.0016429924871772528,
-0.008765211328864098,
-0.03258226811885834,
0.014243979007005692,
0.0033869717735797167,
-0.009739850647747517,
-0.0033172888215631247,
-0.00991949625313282,
0.00826994888484478,
-0.01898006722331047,
0.06717794388532639,
-0.008104326203465462,
0.022618163377046585,
-0.007442934438586235,
0.0175603237003088,
0.017558209598064423,
-0.008708229288458824,
-0.015176016837358475,
-0.016759701073169708,
0.003779483027756214,
-0.0044764503836631775,
0.02748725935816765,
-0.01508229598402977,
0.011192387901246548,
-0.041652701795101166,
-0.010924695059657097,
0.00384714943356812,
-0.0046213725581765175,
0.0019721840508282185,
0.018940117210149765,
-0.015535904094576836,
0.01201695203781128,
0.013129823841154575,
0.049326613545417786,
0.003676032181829214,
0.009858808480203152,
0.020707666873931885,
0.028893742710351944,
-0.02294546738266945,
-0.00034338468685746193,
0.0024660765193402767,
0.021696433424949646,
0.021254317834973335,
0.004046417307108641,
-0.02592945471405983,
-0.0105223897844553,
-0.012429757043719292,
-0.030552230775356293,
-0.0018119083251804113,
-0.014382587745785713,
-0.008035723119974136,
0.0024264445528388023,
-0.028572633862495422,
0.0348811149597168,
-0.01356547512114048,
-0.00042870244942605495,
-0.012169943191111088,
-0.00906231626868248,
0.012238011695444584,
-0.010655269026756287,
0.0038189981132745743,
-0.007341456599533558,
-0.012327447533607483,
-0.010284878313541412,
-0.01889115385711193,
0.01168874092400074,
0.014242159202694893,
0.009786095470190048,
-0.01959998533129692,
0.011321401223540306,
-0.012255091220140457,
-0.009323818609118462,
-0.034572504460811615,
-0.00248017068952322,
0.0005295439623296261,
-0.023073246702551842,
0.028785012662410736,
-0.02348228357732296,
0.013826200738549232,
-0.02421342208981514,
0.009538017213344574,
0.005430149845778942,
-0.005835865158587694,
-0.008267238736152649,
-0.0009881178848445415,
0.033604688942432404,
0.008507225662469864,
0.0032402821816504,
-0.011367926374077797,
0.02285800129175186,
-0.03834500163793564,
0.01229810155928135,
0.00608007563278079,
-0.019433308392763138,
-0.0038855383172631264,
0.010409251786768436,
0.03890060633420944,
0.02743603102862835,
0.005278895143419504,
-0.014957703649997711,
-0.005161102861166,
0.0037269562017172575,
-0.014879313297569752,
-0.013604791834950447,
-0.0811341404914856,
-0.010578994639217854,
0.020395640283823013,
-0.0033697104081511497,
0.011043820530176163,
-0.020919766277074814,
0.010646341368556023,
0.0162349883466959,
-0.011196066625416279,
0.020943883806467056,
-0.0007386053912341595,
-0.012787731364369392,
-0.011301280930638313,
0.004120162688195705,
0.03832182660698891,
-0.012851276434957981,
0.00896419771015644,
0.005100248381495476,
-0.018793772906064987,
-0.014989079907536507,
0.020294301211833954,
-0.00985908042639494,
0.011898884549736977,
-0.011656932532787323,
-0.009760625660419464,
-0.019863396883010864,
0.026492830365896225,
0.0022890260443091393,
-0.03395237401127815,
0.012922272086143494,
0.004360036924481392,
-0.020837074145674706,
-0.004368627443909645,
-0.0013651736080646515,
0.003550137160345912,
-0.0014943021815270185,
0.0033217561431229115,
0.020665394142270088,
-0.003199215978384018,
0.03232531249523163,
0.01969940960407257,
0.009609829634428024,
-0.00888434424996376,
0.010508095845580101,
-0.01580185629427433,
0.0024426039308309555,
0.04003782570362091,
0.03436582535505295,
0.013496584258973598,
-0.016257835552096367,
0.027476083487272263,
-0.0018761181272566319,
-0.0074394200928509235,
0.00595897389575839,
-0.0024364576674997807,
0.03092828020453453,
-0.018225345760583878,
-0.04251185804605484,
-0.01236017793416977,
-0.02373412251472473,
-0.003240293590351939,
-0.0008962629362940788,
0.001669468590989709,
0.017130941152572632,
0.004555205814540386,
-0.018588818609714508,
0.014857674017548561,
-0.026523921638727188,
-0.00968802347779274,
0.0021934472024440765,
0.028134241700172424,
0.008345524780452251,
0.0007406953955069184,
-0.0073342835530638695,
-0.007989060133695602,
-0.012804340571165085,
-0.009082910604774952,
-0.002373741939663887,
-0.016410144045948982,
-0.0015567801892757416,
-0.0339544303715229,
0.02092912048101425,
-0.01762276515364647,
0.004780901595950127,
-0.03189008682966232,
-0.009941835887730122,
0.007608252577483654,
0.0028299964033067226,
0.010438570752739906,
-0.015981400385499,
0.004577402025461197,
0.03317399322986603,
-0.0003327382728457451,
0.011978487484157085,
-0.00465483870357275,
0.005194769706577063,
0.007605002261698246,
-0.01217709667980671,
-0.01562732830643654,
0.009592270478606224,
-0.005033710040152073,
-0.005492810159921646,
0.007602110970765352,
-0.015153614804148674,
0.02102923020720482,
0.005407749675214291,
-0.00047948514111340046,
0.006351108197122812,
0.026253938674926758,
-0.007062540389597416,
-0.029269937425851822,
-0.01975102908909321,
-0.007938509806990623,
-0.0070557561703026295,
0.014284951612353325,
0.011233603581786156,
-0.010707883164286613,
0.014654952101409435,
0.07265354692935944,
0.013465478084981441,
0.01782599464058876,
-0.008333208039402962,
0.01115803699940443,
-0.009513674303889275,
-0.0185149684548378,
0.004976936150342226,
0.010779495351016521,
-0.007421024143695831,
0.011144536547362804,
0.020954366773366928,
0.025896375998854637,
-0.01978560909628868,
-0.004614777863025665,
-0.0020731231197714806,
-0.009495682083070278,
0.02762710675597191,
-0.030764097347855568,
0.005859660916030407,
-0.02847573347389698,
-0.00034309085458517075,
-0.011914418078958988,
-0.03778441622853279,
-0.036597441881895065,
-0.013691342435777187,
0.0012232959270477295,
-0.018133368343114853,
-0.006840124726295471,
0.00940257403999567,
0.002587884198874235,
0.0049912105314433575,
-0.0073726121336221695,
-0.01637331396341324,
0.0033044787123799324,
0.0010318702552467585,
0.02550392970442772,
-0.019623011350631714,
0.010774414986371994,
0.0022689253091812134,
-0.005793609656393528,
-0.015005585737526417,
0.0058667343109846115,
0.008087637834250927,
-0.012185889296233654,
0.02705412358045578,
-0.012318963184952736,
-0.01040426641702652,
-0.01854996383190155,
0.02057972177863121,
0.008062620647251606,
0.007363198325037956,
0.01134182047098875,
0.02948165498673916,
0.0034131899010390043,
-0.02531193196773529,
-0.010071740485727787,
-0.0034401696175336838,
-0.024252045899629593,
0.018347902223467827,
-0.017848845571279526,
0.015868958085775375,
0.04774746671319008,
-0.01816491037607193,
-0.014062090776860714,
-0.020381519570946693,
0.0034914985299110413,
-0.013700563460588455,
0.0011625033803284168,
0.01817532628774643,
-0.022060222923755646,
-0.0009678278584033251,
-0.004756461828947067,
-0.024398338049650192,
-0.015222091227769852,
-0.017202943563461304,
0.021497871726751328,
-0.006996969226747751,
-0.02555117756128311,
-0.03510793298482895,
0.004738141782581806,
0.009015689603984356,
0.008432106114923954,
0.0007901391945779324,
0.00681648775935173,
0.005738097243010998,
-0.01646067202091217,
-0.07434796541929245,
-0.012771496549248695,
0.011599481105804443,
-0.011518489569425583,
-0.013884942047297955,
0.01589166931807995,
-0.0013005883665755391,
0.0038179480470716953,
-0.032558947801589966,
-0.008284641429781914,
-0.018220674246549606,
-0.008940914645791054,
-0.010463640093803406,
-0.012731892988085747,
0.009803805500268936,
0.0026318803429603577,
0.0011266693472862244,
-0.0029582339338958263,
0.004443402402102947,
0.014690017327666283,
0.01072567980736494,
0.007574019022285938,
-0.017870958894491196,
-0.0012802381534129381,
-0.012276469729840755,
-0.08159390091896057,
0.013404138386249542,
-0.003444071626290679,
-0.009711864404380322,
-0.026017915457487106,
0.0035713552497327328,
0.010531092993915081,
0.008726450614631176,
0.023609373718500137,
-0.014116829261183739,
0.006786785088479519,
0.005342510528862476,
0.03599502891302109,
-0.014955724589526653,
-0.029056593775749207,
-0.002765559358522296,
0.012850978411734104,
-0.023955736309289932,
-0.02275371551513672,
0.017950359731912613,
0.0010902779176831245,
0.023358967155218124,
-0.009678703732788563,
0.018930846825242043,
-0.010671214200556278,
0.01776260882616043,
-0.021267317235469818,
0.008776707574725151,
0.019440248608589172,
-0.032874539494514465,
0.02383815124630928,
-0.008288413286209106,
0.005771599244326353,
0.0028037051670253277,
-0.007768766954541206,
-0.006276319734752178,
0.003339578630402684,
-0.002747835824266076,
-0.014283484779298306,
-0.013712510466575623,
0.006301929708570242,
-0.008867497555911541,
-0.0003150064731016755,
-0.0017279714811593294,
-0.018392503261566162,
0.007577264681458473,
0.006309328135102987,
-0.012235831469297409,
-0.006498497910797596,
-0.02200254239141941,
0.013765955343842506,
-0.04753389209508896,
0.007410000078380108,
-0.004836356732994318,
-0.005571134388446808,
-0.00865386612713337,
-0.0008701460901647806,
0.014922505244612694,
0.015480462461709976,
0.01037808321416378,
-0.008814539760351181,
0.0355239100754261,
0.015059608966112137,
0.07225771248340607,
-0.011046724393963814,
0.009112752042710781,
-0.004746175371110439,
-0.003963376395404339,
-0.0006521830218844116,
0.023892980068922043,
-0.021364152431488037,
0.01434318907558918,
0.0036488950718194246,
-0.012204734608530998,
-0.011293251998722553,
-0.009275175631046295,
0.011273514479398727,
0.01043572649359703,
-0.015321874059736729,
0.014337925240397453,
0.008769684471189976,
0.0018100794404745102,
0.005939655937254429,
0.008755781687796116,
0.008184684440493584,
-0.017324263229966164,
0.027135873213410378,
-0.039297960698604584,
0.001497774850577116,
0.001937209628522396,
0.012980951927602291,
-0.006087245419621468,
-0.0017611617222428322,
-0.011917192488908768,
0.013900842517614365,
0.008577331900596619,
0.011745109222829342,
0.01708095893263817,
0.01859436370432377,
0.016409149393439293,
0.004042105749249458,
0.014544089324772358,
0.0014556068927049637,
-0.01520589366555214,
0.022208917886018753,
0.002271550241857767,
0.0147903086617589,
0.014545528218150139,
-0.0028740623965859413,
0.005989755503833294,
-0.011577324010431767,
0.02591884694993496,
0.02058018557727337,
-0.01390056498348713,
-0.0074363527819514275,
0.013279750011861324,
-0.021091166883707047,
-0.005941170733422041,
0.05353659391403198,
0.0023821250069886446,
0.01147738378494978,
-0.009534025564789772,
0.009169033728539944,
-0.011986850760877132,
-0.02487192302942276,
0.01314322929829359,
0.0004498662892729044,
0.013120103627443314,
-0.017547011375427246,
-0.011740664020180702,
-0.023723503574728966,
0.014870427548885345,
0.017284244298934937,
0.007232150062918663,
0.004753662273287773,
0.008826582692563534,
-0.01209772564470768,
0.01735665462911129,
0.0031062837224453688,
0.028464993461966515,
0.014140460640192032,
0.02762281522154808,
0.0022502762731164694,
-0.004621677566319704,
0.005259335972368717,
-0.022025369107723236,
-0.012549898587167263,
0.018575113266706467,
-0.008871663361787796,
0.004267517942935228,
-0.004038490820676088,
-0.007743514608591795,
0.008184386417269707,
0.010992594994604588,
0.009357534348964691,
0.007318161427974701,
-0.0015784185379743576,
0.001866543316282332,
0.03347157686948776,
0.01300459261983633,
0.0063056955114007,
-0.0019336265977472067,
0.015179671347141266,
0.034639421850442886,
0.001797964796423912,
-0.010079660452902317,
-0.006251571699976921,
-0.0066108740866184235,
-0.0005014503840357065,
-0.029871050268411636,
0.017606018111109734,
-0.01935521513223648,
-0.004258054308593273,
-0.00975796952843666,
0.016411202028393745,
-0.008028125390410423,
-0.03152640163898468,
0.009837295860052109,
0.01345024909824133,
-0.004416430369019508,
-0.007936346344649792,
-0.019532734528183937,
-0.006230970844626427,
-0.010322118178009987,
-0.01812182366847992,
0.003983109258115292,
0.010824393481016159,
-0.005942055489867926,
-0.014391319826245308,
-0.0043100034818053246,
-0.01926426775753498,
-0.005575895309448242,
0.004894863814115524,
0.01805965229868889,
0.013010205700993538,
-0.008207577280700207,
0.009691042825579643,
0.0041734748519957066,
-0.0002528708428144455,
0.0035337319131940603,
-0.00129409646615386,
0.004188016522675753,
-0.015195370651781559,
-0.03657212853431702,
-0.013522952795028687,
0.005600480362772942,
-0.01991068571805954,
0.007770368829369545,
-0.004942033439874649,
0.01550193689763546,
0.03920251131057739,
0.00615657027810812,
0.0023611169308423996,
-0.002505853306502104,
0.00265106069855392,
-0.0015330631285905838,
-0.00825185514986515,
-0.024460427463054657,
0.01118861511349678,
0.010268690064549446,
0.016724299639463425,
-0.02068920060992241,
-0.013962658122181892,
0.006568023934960365,
0.012535177171230316,
0.04230401664972305,
0.017919737845659256,
-0.003913838416337967,
-0.003943248651921749,
0.012700522318482399,
0.016823096200823784,
-0.02199745737016201,
-0.009958135895431042,
0.013179725036025047,
-0.024132393300533295,
-0.014477605000138283,
0.022964147850871086,
-0.013409631326794624,
-0.010250953957438469,
0.03136076033115387,
-0.030797353014349937,
-0.02439657598733902,
0.011199555359780788,
-0.015994928777217865,
-0.002002682304009795,
-0.00985450204461813,
-0.014236043207347393,
-0.027027569711208344,
0.00432068994268775,
-0.005365670658648014,
0.008651405572891235,
-0.004236807581037283,
-0.012629901058971882,
-0.002299985848367214,
-0.029002338647842407,
-0.020875759422779083,
0.006340792402625084,
-0.008689358830451965,
-0.028185604140162468,
0.0030605560168623924,
-0.01906552165746689,
-0.019238650798797607,
-0.008637487888336182,
0.0021623377688229084,
-0.02660553529858589
] | [
-0.3504931926727295,
-0.3645153343677521,
0.2640038728713989,
-0.01576845906674862,
-0.1856852024793625,
0.430649071931839,
-0.007929623126983643,
-0.14102599024772644,
-0.49359068274497986,
-0.24456731975078583,
-0.21221394836902618,
0.7087162733078003,
-0.48858484625816345,
0.3736608028411865,
0.08836065977811813,
1.0039622783660889,
0.6306672692298889,
-0.10418058186769485,
-0.5685788989067078,
-1.0349692106246948,
0.30822280049324036,
-0.29557985067367554,
0.07070928812026978,
0.04793068394064903,
-0.1389686018228531,
-0.0051450650207698345,
0.23584066331386566,
0.543141782283783,
0.03767570108175278,
0.09642494469881058,
-0.2893643081188202,
0.48758089542388916,
-0.07784679532051086,
0.19576908648014069,
-0.17810483276844025,
0.22912795841693878,
0.18993233144283295,
0.16578596830368042,
0.29914578795433044,
0.014173137955367565,
0.375079482793808,
0.09463013708591461,
-0.36758744716644287,
0.4062824845314026,
-0.3066241145133972,
-0.65908282995224,
-1.0315163135528564,
-0.583459198474884,
-0.23308411240577698,
-0.4857350289821625,
-0.5829429030418396,
0.6358392238616943,
0.5331727266311646,
0.420102596282959,
-0.5133238434791565,
-0.002743356628343463,
0.09370213747024536,
-0.6187666654586792,
0.5265886783599854,
-0.5489538908004761,
0.058310601860284805,
0.07576598227024078,
0.34865114092826843,
0.10093114525079727,
0.010282199829816818,
1.129177212715149,
0.0660223737359047,
-0.4023098647594452,
-0.8041168451309204,
-0.23300613462924957,
-0.2674615681171417,
-0.2903152108192444,
-0.7030905485153198,
-0.0894194021821022,
-0.16571903228759766,
0.10860629379749298,
-0.022524278610944748,
-0.09304401278495789,
0.19535718858242035,
0.1220705509185791,
0.19978664815425873,
-0.14677833020687103,
0.43401044607162476,
-0.5022536516189575,
0.4000476598739624,
0.47410476207733154,
-0.21179132163524628,
0.6884670257568359,
-0.6067982316017151,
0.13659626245498657,
-0.28171229362487793,
-0.31434303522109985,
0.06771870702505112,
0.09231008589267731,
0.12610690295696259,
0.5349988341331482,
0.42928120493888855,
-0.20409192144870758,
0.22589725255966187,
0.49560341238975525,
0.3296930491924286,
-0.3498806059360504,
0.04582785815000534,
-0.35496318340301514,
-0.5300495028495789,
-0.6240449547767639,
-0.4388260841369629,
-0.7023915648460388,
-0.6188303232192993,
0.19113785028457642,
-0.6800274848937988,
0.8224695920944214,
0.18079791963100433,
-0.4110703468322754,
-0.03546343743801117,
0.1226285994052887,
0.15995019674301147,
-0.09622500836849213,
-0.004375190939754248,
1.0429660081863403,
-0.18320287764072418,
1.1363250017166138,
0.05342014878988266,
0.7278133034706116,
0.2827944755554199,
-0.03223942592740059,
0.24614159762859344,
0.8602132201194763,
-0.13924583792686462,
0.6264780163764954,
0.4360954761505127,
0.6755794286727905,
0.2205687165260315,
0.2870454788208008,
-0.23952890932559967,
-0.469868540763855,
-0.008439329452812672,
0.003446208545938134,
-0.32118138670921326,
-0.12714828550815582,
-0.7381994128227234,
-0.29965996742248535,
-0.3468228578567505,
-0.30001139640808105,
0.09083183109760284,
-0.05029325187206268,
-0.4136508107185364,
-0.44240957498550415,
0.058663155883550644,
-0.17365454137325287,
-0.10619858652353287,
-0.2126586139202118,
-0.45412808656692505,
0.220687597990036,
-0.16780564188957214,
0.3108743131160736,
-0.2869592010974884,
-0.03129107505083084,
-0.39458948373794556,
0.41829705238342285,
-0.007840215228497982,
0.18708592653274536,
-0.5020741820335388,
-0.009780448861420155,
0.13481204211711884,
-0.4376136362552643,
0.4348897337913513,
-0.18691731989383698,
0.35333794355392456,
-0.12290991842746735,
-0.185799241065979,
-0.4374590516090393,
-0.1215120404958725,
-0.7404011487960815,
-0.17480342090129852,
0.0676470696926117,
0.25136491656303406,
0.1979241520166397,
0.21061444282531738,
0.0464814156293869,
-0.7385702729225159,
-0.13158945739269257,
0.1807519942522049,
-0.5305824279785156,
0.3552612066268921,
0.41164591908454895,
0.3079036772251129,
0.03240833431482315,
0.028550345450639725,
-0.041059255599975586,
-0.4963626265525818,
0.4300680458545685,
0.5451369285583496,
-0.7521405816078186,
1.4001106023788452,
0.25664904713630676,
-0.22296710312366486,
1.2997924089431763,
-0.4149428606033325,
0.17037034034729004,
0.2524493336677551,
-0.38258352875709534,
0.3137798607349396,
0.31657642126083374,
-0.6837949156761169,
0.44189631938934326,
0.012226095423102379,
0.14271147549152374,
-0.6706814765930176,
0.6394636034965515,
0.5112908482551575,
0.35968655347824097,
-0.31529107689857483,
-0.6304438710212708,
0.1719440370798111,
0.14978088438510895,
-0.04319794476032257,
0.11169014126062393,
0.17597098648548126,
-0.2264782041311264,
1.1137120723724365,
-0.33332085609436035,
0.5510499477386475,
0.3922421336174011,
0.3607698380947113,
0.7200134992599487,
0.8012371063232422,
0.4310697317123413,
0.8840335011482239,
-0.6100871562957764,
-0.31755441427230835,
-0.14597341418266296,
0.4264862537384033,
-0.3611185848712921,
0.06270058453083038,
0.34841302037239075,
-0.015374143607914448,
-0.2906976640224457,
0.313364714384079,
-0.22064334154129028,
0.19348806142807007,
0.49573853611946106,
-0.374455988407135,
0.37665602564811707,
0.16993539035320282,
-0.3573649227619171,
-0.6548174023628235,
0.649007260799408,
-0.7915073037147522,
-0.5386127233505249,
-0.08958485722541809,
0.4798831343650818,
0.23863264918327332,
-0.33322766423225403,
0.06491558998823166,
0.31188663840293884,
-0.30026331543922424,
-0.06567025184631348,
0.35167720913887024,
0.8142369389533997,
-0.17953959107398987,
0.289144366979599,
-0.010000448673963547,
-0.19274607300758362,
-0.6483721137046814,
-0.17794916033744812,
-0.8092623353004456,
-0.3008391559123993,
0.23612472414970398,
0.6111032366752625,
0.4311760365962982,
-0.48382019996643066,
-0.604827344417572,
0.017499670386314392,
0.11775398999452591,
-0.44466888904571533,
-0.027943219989538193,
0.4172309339046478,
-1.186862587928772,
-0.3957684636116028,
0.2741346061229706,
0.6893368363380432,
0.7528054118156433,
0.11892134696245193,
-0.6546723246574402,
-0.42410245537757874,
-0.20927412807941437,
-0.15715916454792023,
-0.1256277710199356,
-0.3632529377937317,
0.2416771948337555,
0.9757194519042969,
-0.15627440810203552,
-0.303373783826828,
0.5185110569000244,
0.8818172812461853,
0.32606804370880127,
0.28910917043685913,
0.4333333969116211,
0.042678266763687134,
-0.18440867960453033,
0.3071633279323578,
-0.29646560549736023,
-0.16715893149375916,
0.09319933503866196,
-0.4037441611289978,
-0.6109603643417358,
0.5499277114868164,
-5.7491984367370605,
-0.009871143847703934,
-0.3317374289035797,
0.16581271588802338,
-0.48739171028137207,
0.17040963470935822,
0.8682583570480347,
-0.20920820534229279,
-0.1467859297990799,
-0.24846883118152618,
0.10126945376396179,
-0.10388502478599548,
-0.2914440631866455,
0.2786829173564911,
0.26405954360961914,
0.30401158332824707,
0.21361973881721497,
0.12196537107229233,
0.7941476106643677,
0.20461232960224152,
-0.25460919737815857,
-0.1235901489853859,
-0.6328689455986023,
-0.155081644654274,
0.33536744117736816,
0.4464046359062195,
-0.5788989663124084,
0.3532552719116211,
-0.27144768834114075,
0.004769701510667801,
-0.03698209300637245,
-0.5035046935081482,
-0.5128540992736816,
-0.4744260311126709,
0.39369770884513855,
0.3772158920764923,
0.22377386689186096,
-0.1906023621559143,
0.4208054840564728,
-0.09095695614814758,
0.02597007341682911,
0.68917316198349,
-0.07143032550811768,
-0.21499310433864594,
-0.05843482166528702,
-0.1928531676530838,
-0.23845712840557098,
-0.18368197977542877,
-0.28608059883117676,
0.6316263675689697,
-0.32622548937797546,
-0.2769981920719147,
0.13038012385368347,
0.03176804259419441,
-0.12089120596647263,
-0.0765630304813385,
-0.25285470485687256,
0.05518393591046333,
-0.38550278544425964,
0.6210117340087891,
0.6860716342926025,
-0.49047940969467163,
0.0351002961397171,
-0.870536208152771,
-0.2406892478466034,
0.25633418560028076,
-0.3281877040863037,
-0.6397557258605957,
0.441804975271225,
0.12055106461048126,
-0.4082304835319519,
-0.009331910870969296,
0.25477084517478943,
-0.5935600399971008,
0.07024752348661423,
-0.5301082730293274,
-0.44951122999191284,
0.14602406322956085,
-0.07631366699934006,
-0.10347048938274384,
-0.022208161652088165,
-0.8483330011367798,
-0.3484831750392914,
0.08555363863706589,
0.1830213963985443,
-0.4716302454471588,
-0.2207997441291809,
-0.3367811143398285,
-0.508505642414093,
0.22322602570056915,
0.2578706443309784,
-0.37384486198425293,
0.30966657400131226,
0.4647523760795593,
0.4625161290168762,
0.7581785321235657,
0.5501077771186829,
0.27764952182769775,
0.043541070073843,
-0.1317976862192154,
0.44306516647338867,
-0.6054150462150574,
0.10847409814596176,
-0.6537749171257019,
0.49197328090667725,
0.7198114395141602,
-0.3288491368293762,
0.45398300886154175,
0.7322067618370056,
-0.40571367740631104,
-0.21352054178714752,
-0.0448794811964035,
-0.1252693235874176,
-0.41312476992607117,
0.4102196991443634,
-0.09574837982654572,
-0.42764753103256226,
0.44790858030319214,
0.5317918658256531,
-0.33213281631469727,
0.02220502309501171,
0.19185607135295868,
0.47948703169822693,
-0.2543058395385742,
0.051792118698358536,
-0.037915077060461044,
0.18594016134738922,
0.6193296313285828,
-0.4141579866409302,
0.1906091868877411,
0.24440211057662964,
0.5216436386108398,
-0.22520752251148224,
-0.16247716546058655,
0.4290505349636078,
-0.7358850836753845,
-0.1337132304906845,
-0.0197143591940403,
0.6782236695289612,
-0.3325859606266022,
0.42701634764671326,
0.10455074161291122,
-0.2890274226665497,
-0.55038982629776,
0.022790903225541115,
0.016767827793955803,
-0.0011238012230023742,
-0.43070676922798157,
-0.45559972524642944,
-0.035088617354631424,
0.07429370284080505,
-0.6663141846656799,
0.29706084728240967,
-0.2397691309452057,
0.18094921112060547,
0.06005081906914711,
0.09081731736660004,
0.06962675601243973,
0.5509421229362488,
-0.3450501561164856,
0.4969792068004608,
-0.07941150665283203,
-1.0156755447387695,
-0.18662911653518677,
0.26059818267822266,
0.09398548305034637,
-0.49216121435165405,
0.05087291821837425,
-0.1791345477104187,
0.35408082604408264,
-0.08125039935112,
-0.34936752915382385,
-0.02468031644821167,
-0.27495622634887695,
-0.19584763050079346,
0.1747233271598816,
0.21971535682678223,
-0.18986846506595612,
-0.029564736410975456,
0.1498309075832367,
0.11167771369218826,
-0.40906909108161926,
0.2603107690811157,
0.5286887884140015,
0.7536017298698425,
-0.38042619824409485,
0.0787864550948143,
0.37904655933380127,
-0.9854902029037476,
-0.2260950654745102,
0.223272904753685,
0.3187524676322937,
0.5723100304603577,
0.15304215252399445,
-0.3574090898036957,
-0.5947445631027222,
0.021303581073880196,
-0.4898373484611511,
-0.1358213573694229,
-0.4093081057071686,
-0.15423749387264252,
0.4756563901901245,
-0.30127468705177307,
0.6770293116569519,
0.1466962844133377,
-0.27295106649398804,
-0.2443796694278717,
-0.0665312111377716,
-0.39731135964393616,
0.10527282953262329,
-0.4349704086780548,
-0.49233418703079224,
-0.2251434177160263,
0.11165174841880798,
-0.2275407761335373,
-0.123062364757061,
0.7382803559303284,
-0.11867179721593857,
-0.5237681865692139,
0.2560792565345764,
0.11244277656078339,
-0.9055150151252747,
-0.17026293277740479,
0.10875716060400009,
-0.32779592275619507,
0.0968761220574379,
0.08701717853546143,
-0.8986071944236755,
0.4080488681793213,
-0.07321345806121826,
-0.4794089198112488,
-0.3128979206085205,
0.05518007650971413,
0.27944865822792053,
-0.5473918914794922,
-0.3098212480545044,
-0.5079150795936584,
0.2929530739784241,
-0.5159745216369629,
-0.031801678240299225,
0.12450530380010605,
0.3172939121723175,
-0.5673593282699585,
-0.6504932641983032,
-0.08822770416736603,
-0.004854907281696796,
0.10324005782604218,
-0.31637269258499146,
-0.3411054015159607,
0.016023175790905952,
0.03523601219058037,
0.0037584127858281136,
0.05101822316646576,
0.06362000107765198,
0.8369827270507812,
0.5077740550041199,
-0.25744304060935974,
-0.5983444452285767,
-0.06987053900957108,
0.33517327904701233,
0.06572192162275314,
0.141945481300354,
-0.6281959414482117,
-0.3702615797519684,
-0.2561129331588745,
0.34393310546875,
-0.08600659668445587,
-0.6119369268417358,
0.043475549668073654,
0.14989177882671356,
-0.09046586602926254,
-0.14458097517490387,
0.46024900674819946,
0.5731288194656372,
-0.12206485122442245,
0.2670629620552063,
-0.19564449787139893,
0.11343729496002197,
0.04031641408801079,
0.20375165343284607,
-0.41727736592292786,
-0.45648786425590515,
0.12042035907506943,
-0.35636329650878906,
0.3694761395454407,
-0.051903024315834045,
0.1038404256105423,
0.1765759140253067,
0.17568178474903107,
-0.058733269572257996,
-0.20810285210609436,
0.03942998871207237,
-1.0154695510864258,
-0.22877636551856995,
-0.06173970177769661,
0.36821988224983215,
0.25367528200149536,
-0.07212464511394501,
-0.1802980750799179,
-0.4628855884075165,
-0.28824102878570557,
0.5962587594985962,
0.026476731523871422,
0.45580223202705383,
0.4552747309207916,
0.230293869972229,
0.6639055013656616,
0.18140822649002075,
-0.18161334097385406,
-0.7274653911590576,
0.20072990655899048,
0.4108520448207855,
0.10379744321107864,
0.6886578798294067,
-0.23998919129371643,
-0.1380331814289093,
0.4637436866760254,
-0.21985891461372375,
0.34373122453689575,
0.3080374002456665,
0.15920254588127136,
0.04076893627643585,
0.7004554867744446,
-0.22177548706531525,
-0.6559016704559326,
0.7343319058418274,
-0.007740798406302929,
0.18118062615394592,
0.31145745515823364,
0.49671393632888794,
0.47393983602523804,
0.8620298504829407,
-0.28908300399780273,
0.04607442766427994,
0.03299889713525772,
0.7517113089561462,
0.46238845586776733,
-0.8885654211044312,
0.10280182212591171,
0.09064721316099167,
0.8020756244659424,
0.7108919024467468,
-0.2931545674800873,
0.19052910804748535,
-0.10126040875911713,
0.20944732427597046,
-0.08292465656995773,
0.20318181812763214,
-0.0072760749608278275,
0.17249932885169983,
-0.1339942365884781,
0.10186383873224258,
-0.4614374041557312,
-0.22028930485248566,
-0.5341224074363708,
-0.05176268145442009,
0.3849998414516449,
-0.2242773324251175,
-0.7032101154327393,
0.4398679733276367,
0.23325826227664948,
0.12621209025382996,
-0.09732325375080109,
-0.076917864382267,
-0.23287010192871094,
0.13552910089492798,
0.44808828830718994,
0.5563341379165649,
0.08376295119524002,
0.1377522200345993,
-0.24568843841552734,
0.0016153568867594004,
-0.08978933840990067,
0.25740233063697815,
-0.01687336340546608,
-0.271356999874115,
0.11279834806919098,
0.09174752980470657,
-0.24044382572174072,
0.40431085228919983,
0.5445401668548584,
0.6689019799232483,
-0.07643813639879227,
-0.4558958113193512,
0.05480237677693367,
-0.45984891057014465,
-0.20856177806854248,
0.08832679688930511,
0.021044591441750526,
-0.13046365976333618,
-0.16543123126029968,
-0.8577192425727844,
-0.0660395547747612,
0.374465674161911,
0.1497838944196701,
0.059664469212293625,
-0.771159291267395,
1.194273829460144,
0.8330960273742676,
0.10571038722991943,
0.139123797416687,
-0.23688635230064392,
-0.04303579032421112,
0.5850070118904114,
-0.06512679904699326,
0.10177061706781387,
-0.5835962295532227,
0.6395850777626038,
-0.8424299359321594,
-0.264652818441391,
0.5828300714492798,
0.4822866916656494,
-0.0661715492606163,
0.0109956543892622,
-0.05183493345975876,
-0.04812631756067276,
0.6077096462249756,
-0.10189058631658554,
-0.07545274496078491,
-0.5350268483161926,
-0.5604570508003235,
-0.4785468876361847,
0.3629545569419861,
0.1336773931980133,
0.47156408429145813,
-0.10005463659763336,
-0.19638657569885254,
-0.005190643016248941,
-0.11521060019731522,
-0.13468487560749054,
0.38896211981773376,
-0.5650323033332825,
-0.14989596605300903,
0.2925742566585541,
-0.6460833549499512,
0.23654010891914368,
0.4530051350593567,
0.2114829421043396,
0.17683196067810059,
-0.6712294220924377,
-0.5665238499641418,
-0.18584175407886505,
-0.16944198310375214,
0.6948632597923279,
-0.17473123967647552,
0.4239041805267334,
-0.29072028398513794,
-0.5057839751243591,
-0.6489307880401611,
0.5124918222427368,
-0.05761997029185295,
-0.3351442515850067,
-0.014159995131194592,
-0.33073320984840393,
-0.6328467130661011,
0.26736563444137573,
-0.20996780693531036,
-0.2301320880651474,
-0.31521594524383545,
-0.12433850020170212
] |
Purpose – This study investigates the ways in which effectiveness of answers in Yahoo! Answers, one of the largest community question answering sites (CQAs), is related to question types and answerer reputation. Effective answers are defined as those that are detailed, readable, superior in quality, and contributed promptly. Five question types that were studied include factoid, list, definition, complex interactive, and opinion. Answerer reputation refers to the past track record of answerers in the community. Design/Methodology/Approach – The dataset comprises 1,459 answers posted in Yahoo! Answers in response to 464 questions that were distributed across the five question types. The analysis was done using factorial analysis of variance. Findings – The results indicate that factoid, definition and opinion questions were comparable in attracting high quality as well as readable answers. Although reputed answerers generally fared better in offering detailed and high quality answers, novices were found to submit more readable responses. Moreover, novices were more prompt in answering factoid, list and definition questions. Originality/value – By analyzing variations in answer effectiveness with a twin-focus on question types and answerer reputation, this study explores a strand of CQA research that has hitherto received limited attention. The findings offer insights to users and designers of CQAs. | [
0.007443292997777462,
0.009226245805621147,
-0.013230916112661362,
0.004713928326964378,
0.013003939762711525,
0.003700092900544405,
0.0090086180716753,
-0.00812443532049656,
-0.00991642102599144,
-0.00744419964030385,
-0.0018968414515256882,
0.011535128578543663,
0.008619692176580429,
0.008337784558534622,
-0.024507714435458183,
-0.005748025141656399,
0.004969162866473198,
0.00024964427575469017,
0.003236522665247321,
0.009697439149022102,
0.008709081448614597,
0.023076876997947693,
0.008910851553082466,
-0.02087246999144554,
-0.01154608465731144,
0.01604914665222168,
0.013022448867559433,
0.022428255528211594,
0.00044560222886502743,
0.007227958180010319,
0.006073503289371729,
0.004706098698079586,
0.00612908648326993,
-0.017473239451646805,
0.010655470192432404,
-0.005003542173653841,
-0.004941869061440229,
0.005737639963626862,
0.007694416679441929,
-0.003811702597886324,
0.004490627441555262,
-0.005703538656234741,
0.005674326792359352,
-0.001039288006722927,
-0.010461150668561459,
0.012903138995170593,
-0.006443616468459368,
-0.0031983645167201757,
-0.02345689758658409,
0.0059100063517689705,
-0.020922567695379257,
0.003931792452931404,
0.0012237185146659613,
0.00238001043908298,
-0.0054017286747694016,
0.0021561277098953724,
0.017950389534235,
0.0007647259626537561,
-0.026550553739070892,
-0.0013281209394335747,
-0.0038503282703459263,
-0.010277115739881992,
0.00914082396775484,
-0.009966833516955376,
-0.006249705795198679,
-0.06698682904243469,
-0.001306675374507904,
0.013009264133870602,
0.01665406860411167,
-0.004248490557074547,
-0.02963203191757202,
0.012061450630426407,
-0.022376198321580887,
0.02043859288096428,
-0.0014210115186870098,
-0.005326228216290474,
-0.00421839440241456,
0.010953269898891449,
0.026942353695631027,
-0.006262118928134441,
0.003381207585334778,
0.023428350687026978,
-0.005044601857662201,
0.02767031267285347,
0.008546886965632439,
-0.0013454416766762733,
0.0061547234654426575,
-0.011928793042898178,
0.017128832638263702,
-0.0014245954807847738,
-0.030679192394018173,
-0.0012228088453412056,
0.01991078443825245,
0.015063783153891563,
-0.013358809985220432,
-0.017329320311546326,
-0.0026980810798704624,
-0.02151792123913765,
-0.015010235831141472,
0.008962307125329971,
-0.005256219767034054,
-0.003207075409591198,
0.014068691991269588,
-0.007402012124657631,
0.0017278811428695917,
0.009791244752705097,
-0.027458898723125458,
0.030715376138687134,
0.0006330475443974137,
0.0015807191375643015,
-0.007165282033383846,
-0.0011020512320101261,
-0.006733997724950314,
-0.00355838006362319,
0.023172976449131966,
0.006757133640348911,
0.025272373110055923,
-0.015883633866906166,
0.009348247200250626,
-0.031940676271915436,
0.009704181924462318,
-0.0108027970418334,
0.013328917324543,
-0.017717216163873672,
0.009043928235769272,
0.02191593125462532,
0.011693311855196953,
0.014500335790216923,
-0.014316200278699398,
-0.0015490271616727114,
-0.014356704428792,
0.0059522418305277824,
0.014755025506019592,
-0.013001943938434124,
0.03680024296045303,
-0.012861150316894054,
0.03002188168466091,
-0.000345199485309422,
-0.0028869113884866238,
-0.020869966596364975,
-0.02538209781050682,
0.013842616230249405,
0.009498152881860733,
0.012716609984636307,
-0.013110721483826637,
-0.0019508320838212967,
-0.006675243377685547,
0.007679051719605923,
0.0031128753907978535,
-0.015676267445087433,
-0.024233385920524597,
-0.027139533311128616,
-0.02798830159008503,
-0.01090127695351839,
0.016544964164495468,
-0.004469019360840321,
0.0002843947149813175,
0.001719922642223537,
-0.02293757162988186,
-0.022650014609098434,
0.0354921892285347,
-0.004005990922451019,
0.010614803060889244,
0.009428994730114937,
0.003581811673939228,
0.0019096489995718002,
-0.006340415216982365,
0.005126953125,
0.005704247392714024,
0.0034252414479851723,
-0.009611745364964008,
-0.0011133847292512655,
0.014350401237607002,
0.0034238386433571577,
0.002853117883205414,
-0.02068106271326542,
-0.011764966882765293,
0.0074946703389286995,
-0.01648664101958275,
0.06660330295562744,
0.0011144988238811493,
-0.005586210638284683,
0.01181156374514103,
0.02550581470131874,
0.006311468780040741,
0.00069640320725739,
0.012272433377802372,
-0.010114844888448715,
0.001370042096823454,
-0.01793903112411499,
-0.012247750535607338,
-0.026195013895630836,
-0.02217770181596279,
-0.011595305986702442,
0.02316942624747753,
0.003909778781235218,
-0.006967903580516577,
0.009090730920433998,
-0.02385570853948593,
0.005580867640674114,
-0.00932769663631916,
-0.0035647039767354727,
-0.01732093095779419,
0.010236766189336777,
-0.0066457344219088554,
0.010973905213177204,
-0.014576044864952564,
-0.008596139028668404,
0.023633114993572235,
0.0070696622133255005,
-0.005636674351990223,
0.023488976061344147,
0.006752914749085903,
-0.009026875719428062,
-0.01206185296177864,
0.002417635405436158,
-0.014132997021079063,
-0.02550230175256729,
-0.0342307947576046,
-0.012937767431139946,
-0.0003870160144288093,
0.01617215760052204,
0.020939920097589493,
-0.008184438571333885,
-0.009987479075789452,
0.012559570372104645,
0.00930166058242321,
0.009939124807715416,
0.002733709756284952,
0.00918833538889885,
0.005965468008071184,
-0.021500132977962494,
-0.004347021691501141,
-0.0007532029412686825,
-0.002048920840024948,
0.00482146954163909,
0.0060843597166240215,
0.001955709420144558,
0.019534559920430183,
-0.002082827500998974,
-0.027995634824037552,
-0.012608230113983154,
0.012226320803165436,
0.00931447185575962,
-0.0002705608494579792,
0.010699301958084106,
0.028396256268024445,
0.014001916162669659,
-0.0006409483030438423,
0.010232706554234028,
0.003620249917730689,
0.018224632367491722,
-0.015262207947671413,
-0.011847635731101036,
-0.03926549106836319,
0.008442680351436138,
0.010638079605996609,
-0.013904604129493237,
0.025921810418367386,
0.00036476203240454197,
0.002022994915023446,
0.006876038387417793,
-0.008225773461163044,
-0.0029238651040941477,
0.024428565055131912,
-0.02244587056338787,
-0.000014725606888532639,
-0.003833550261333585,
0.030151542276144028,
-0.009218798950314522,
0.003354337066411972,
-0.00995556265115738,
0.0018834139918908477,
-0.08158770948648453,
-0.00547389779239893,
-0.026340657845139503,
0.009782712906599045,
0.007258676923811436,
-0.012658382765948772,
-0.004989365115761757,
0.028315111994743347,
-0.01799320988357067,
0.014166690409183502,
0.016032934188842773,
-0.014325113035738468,
-0.01518765464425087,
0.018420852720737457,
0.028017543256282806,
-0.002438361756503582,
0.006865329574793577,
-0.01904224045574665,
-0.010248750448226929,
0.0011652116663753986,
0.01177964173257351,
-0.016815749928355217,
0.014454932883381844,
-0.003102453425526619,
-0.011771703138947487,
0.002418012823909521,
0.02855338715016842,
-0.014476694166660309,
-0.028417881578207016,
0.002156053436920047,
0.01888320967555046,
-0.022167736664414406,
0.011409523896872997,
-0.007047113962471485,
0.02396548166871071,
0.00264258636161685,
-0.01635335385799408,
-0.019676338881254196,
-0.007624420803040266,
-0.028707578778266907,
0.016482584178447723,
0.0011807017726823688,
-0.00937639269977808,
-0.0015797879314050078,
0.004235145170241594,
-0.016328074038028717,
0.01644052378833294,
0.016049930825829506,
0.0012430658098310232,
-0.01135263592004776,
-0.028553806245326996,
-0.008121815510094166,
0.015025804750621319,
0.005690585821866989,
0.004830796271562576,
0.005066227167844772,
0.02633795514702797,
0.003975038882344961,
-0.015602588653564453,
-0.005573307164013386,
-0.00587807223200798,
-0.024228325113654137,
0.0007227293681353331,
0.030221767723560333,
0.021999333053827286,
-0.003915661945939064,
-0.00013012485578656197,
0.024777930229902267,
-0.009861311875283718,
-0.00398607924580574,
0.028687089681625366,
-0.0062958369962871075,
-0.027935249730944633,
-0.015338093042373657,
0.015116452239453793,
-0.018527161329984665,
-0.010123591870069504,
-0.0028573269955813885,
0.023057617247104645,
-0.007663854397833347,
0.0056792669929564,
0.006330409087240696,
0.0024941405281424522,
-0.009557932615280151,
-0.029592685401439667,
0.02631383202970028,
0.002652236260473728,
-0.016791777685284615,
0.01237637922167778,
-0.004317981190979481,
0.0023334084544330835,
-0.028944723308086395,
0.008128726854920387,
0.01239699311554432,
-0.013504797592759132,
0.01180670689791441,
-0.001962206559255719,
0.001739437342621386,
-0.013773978687822819,
0.009106269106268883,
0.024529816582798958,
0.004914090968668461,
-0.01163733471184969,
-0.009386845864355564,
0.0020813108421862125,
0.0076090870425105095,
-0.018024366348981857,
-0.004617889411747456,
-0.005852758884429932,
-0.013168783858418465,
-0.009968841448426247,
0.00368267809972167,
-0.005987668409943581,
-0.01790744438767433,
0.004723856225609779,
-0.01012471504509449,
0.02152223326265812,
0.033684395253658295,
0.07237416505813599,
-0.0071383072063326836,
0.01987927034497261,
-0.006823099218308926,
-0.006580222398042679,
-0.004274263978004456,
0.015007042326033115,
-0.01888781040906906,
0.005851713474839926,
0.007007884792983532,
0.012586567550897598,
-0.014361709356307983,
0.01616440713405609,
-0.008613592945039272,
-0.006242638453841209,
-0.022779755294322968,
0.005823556333780289,
-0.01768316514790058,
0.011284132488071918,
0.010938827879726887,
0.0023689549416303635,
-0.009389365091919899,
0.003959272056818008,
-0.009582002647221088,
0.01931743323802948,
-0.012475267052650452,
-0.006636298727244139,
-0.016378020867705345,
0.019106067717075348,
0.014282165095210075,
-0.004102042876183987,
-0.0020167892798781395,
-0.00558540690690279,
0.007046809419989586,
0.012383303605020046,
0.006844851188361645,
-0.012822616845369339,
-0.019863225519657135,
-0.004736563190817833,
0.014932427555322647,
0.020831719040870667,
-0.008047050796449184,
-0.003421390661969781,
0.01284192968159914,
-0.027667930349707603,
0.0009414942469447851,
0.0010404633358120918,
-0.01339900866150856,
-0.020732712000608444,
-0.0035929649602621794,
0.003568834625184536,
0.005313738249242306,
0.011635890230536461,
0.0075534372590482235,
0.010375285521149635,
-0.0023984373547136784,
0.004939033184200525,
-0.004733201116323471,
0.0036416363436728716,
0.021259423345327377,
-0.02273271419107914,
0.00036791095044463873,
0.015748880803585052,
-0.0018797004595398903,
-0.021515771746635437,
-0.005088516976684332,
-0.006726477295160294,
-0.026234805583953857,
-0.0003000467550009489,
-0.006581188179552555,
0.00635663652792573,
0.004391795489937067,
0.00787428580224514,
-0.0001439359039068222,
-0.007915131747722626,
-0.011242909356951714,
-0.022878902032971382,
0.008302158676087856,
-0.013366490602493286,
0.020214520394802094,
0.01706608012318611,
0.0037246858701109886,
-0.004809536971151829,
-0.01451005320996046,
0.005299101583659649,
-0.004064967855811119,
-0.012683757580816746,
-0.07503823935985565,
-0.015135731548070908,
0.045087046921253204,
-0.008246839977800846,
0.004639179911464453,
-0.021566838026046753,
-0.013611726462841034,
-0.022937385365366936,
0.009818950667977333,
-0.016651667654514313,
-0.024177223443984985,
-0.0227150060236454,
-0.016289707273244858,
0.014775693416595459,
0.009660929441452026,
0.022822681814432144,
0.0013325214385986328,
0.0038172523491084576,
-0.000012806965969502926,
-0.009452368132770061,
0.0050392672419548035,
-0.0032430472783744335,
-0.013701003044843674,
-0.0034600349608808756,
-0.0006701392121613026,
-0.0812695100903511,
-0.013801805675029755,
0.014463178813457489,
-0.012108370661735535,
-0.03403943404555321,
-0.004711502697318792,
-0.0005749114789068699,
-0.0003410645294934511,
0.041151225566864014,
-0.012520676478743553,
0.007416385225951672,
-0.006129796151071787,
-0.02042878419160843,
0.006694732699543238,
0.014675420708954334,
-0.001366203068755567,
0.0054976860992610455,
0.04078150540590286,
0.015736889094114304,
0.0011361436918377876,
-0.02826296165585518,
-0.004414612427353859,
-0.008758144453167915,
0.004734241869300604,
-0.0036321470979601145,
0.0016491459682583809,
0.023555517196655273,
0.009476273320615292,
-0.00863487645983696,
-0.01054997369647026,
0.018194345757365227,
-0.020151887089014053,
-0.0014016797067597508,
-0.0021443511359393597,
-0.014009570702910423,
-0.005373384803533554,
-0.002852071076631546,
-0.0188397616147995,
0.017029058188199997,
-0.010080140084028244,
-0.010634510777890682,
-0.011211005970835686,
-0.024448173120617867,
0.003280343022197485,
-0.001055997796356678,
-0.021430417895317078,
0.0031279311515390873,
-0.013014566153287888,
0.0015305719571188092,
-0.011272728443145752,
0.009893640875816345,
-0.0011631199158728123,
-0.021500494331121445,
0.001158342813141644,
0.002858392894268036,
-0.012021820992231369,
-0.010507645085453987,
0.01155934575945139,
0.0007886025123298168,
0.003586296923458576,
-0.0028543032240122557,
0.02050796151161194,
-0.004042523447424173,
0.07159005105495453,
-0.010434691794216633,
0.028734322637319565,
-0.016123317182064056,
-0.0033059290144592524,
-0.0037679211236536503,
0.012235582806169987,
-0.021978506818413734,
0.010416241362690926,
0.002804364077746868,
0.0022023385390639305,
-0.015554423443973064,
0.021999476477503777,
0.004228577017784119,
0.0012431421782821417,
-0.0027432572096586227,
0.005303832236677408,
-0.016291826963424683,
0.00391481164842844,
-0.004164393991231918,
-0.019119784235954285,
0.018509885296225548,
-0.0018844869919121265,
-0.007349620573222637,
0.024733848869800568,
-0.019337542355060577,
0.006212441250681877,
-0.011011381633579731,
0.004243968054652214,
-0.00036277854815125465,
-0.016253335401415825,
-0.012510586529970169,
0.00010601372923702002,
-0.014074261300265789,
0.023903105407953262,
-0.02830403298139572,
0.00858069583773613,
-0.0010786217171698809,
-0.010795315727591515,
0.019383560866117477,
0.0065728649497032166,
0.005461237858980894,
-0.0014111176133155823,
0.0038981549441814423,
-0.004911520984023809,
-0.044975973665714264,
0.0036940400023013353,
0.017016910016536713,
-0.015032464638352394,
0.010860299691557884,
0.006919701583683491,
0.010473105125129223,
-0.015328992158174515,
-0.010828742757439613,
-0.03711572289466858,
0.008608940057456493,
-0.01709716208279133,
0.008984396234154701,
0.0034711933694779873,
-0.02159172296524048,
-0.013199316337704659,
-0.023326290771365166,
-0.011011271737515926,
0.0032456007320433855,
-0.01381012424826622,
0.006820249371230602,
-0.0006469778600148857,
-0.008702034130692482,
-0.008331341668963432,
0.010199913755059242,
-0.015325117856264114,
0.008674404583871365,
0.008376499637961388,
0.01273808442056179,
-0.011593971401453018,
-0.023794889450073242,
-0.004995494149625301,
0.015864741057157516,
0.022034846246242523,
0.015256911516189575,
-0.010559432208538055,
-0.005647378973662853,
-0.004771464038640261,
0.014834968373179436,
-0.0029289587400853634,
-0.01314790640026331,
0.020001305267214775,
0.01090619619935751,
-0.005042991600930691,
0.0019614347256720066,
0.009414691478013992,
0.012409127317368984,
0.005363186821341515,
-0.009191226214170456,
0.0021344712004065514,
0.03481711447238922,
-0.04792488366365433,
0.014829611405730247,
0.0023842649534344673,
-0.011157287284731865,
0.007222093641757965,
0.02272849529981613,
0.0026305406354367733,
-0.01676885597407818,
0.017189785838127136,
0.0005945489974692464,
-0.001997200073674321,
0.014112463220953941,
-0.027709484100341797,
0.019236668944358826,
0.009701565839350224,
0.024968232959508896,
0.0061874897219240665,
-0.005114244297146797,
-0.0048622312024235725,
0.011196451261639595,
-0.0039438521489501,
-0.0275026373565197,
-0.01361111830919981,
-0.011905794963240623,
-0.028870390728116035,
-0.019610732793807983,
0.011008617468178272,
0.002029784955084324,
-0.009378556162118912,
-0.004291309975087643,
-0.011708633974194527,
0.021744653582572937,
-0.0181016493588686,
0.024560188874602318,
0.010019384324550629,
-0.00713814701884985,
0.011822889558970928,
0.019479412585496902,
-0.001295601949095726,
0.004286585841327906,
-0.001745695248246193,
-0.006190490908920765,
0.00030654226429760456,
-0.009564323350787163,
-0.002509751822799444,
0.004745018668472767,
-0.00006937747821211815,
-0.0016234943177551031,
0.009143141098320484,
-0.025429919362068176,
0.006584648974239826,
0.023125583305954933,
0.0010094710160046816,
-0.015514608472585678,
-0.0029993136413395405,
-0.0024200398474931717,
0.008884835988283157,
-0.008360432460904121,
0.010768577456474304,
0.02213345281779766,
0.002988842548802495,
0.021478451788425446,
0.0010829553939402103,
-0.006273078732192516,
0.013707460835576057,
-0.008511364459991455,
-0.00975883100181818,
0.0038193047512322664,
0.012869268655776978,
-0.007402090355753899,
-0.026098117232322693,
0.004044354427605867,
0.010105177760124207,
0.022579118609428406,
0.030953893437981606,
-0.017413100227713585,
-0.034602612257003784,
0.0024259663186967373,
-0.003310465719550848,
-0.007560231722891331,
-0.02094382792711258,
0.033399395644664764,
-0.010199056006968021,
0.0156606025993824,
0.007840386591851711,
-0.030194569379091263,
-0.003075192216783762,
-0.012382086366415024,
-0.016388658434152603,
-0.013786841183900833,
-0.007952402345836163,
0.013294852338731289,
0.016479235142469406,
0.01801285892724991,
-0.034000106155872345,
-0.003249637084081769,
-0.014853667467832565,
0.016052231192588806,
0.01828380487859249,
-0.047044046223163605,
0.004399018362164497,
-0.04074613004922867,
0.006654856726527214,
0.0014036775100976229,
0.011728839948773384,
-0.016903959214687347
] | [
0.3434298038482666,
0.3054836690425873,
0.232627734541893,
0.30254071950912476,
-0.15846680104732513,
0.3635003864765167,
0.46777960658073425,
-0.5175125598907471,
-0.11404910683631897,
-0.30752119421958923,
-0.08562906831502914,
0.3975137770175934,
0.17242693901062012,
-0.08484479039907455,
-0.27908855676651,
0.40079212188720703,
0.28455600142478943,
0.11810988932847977,
0.08359450101852417,
-0.17311060428619385,
-0.5186769366264343,
-0.12035321444272995,
-0.1813344806432724,
-0.510837733745575,
0.548503041267395,
0.5396510362625122,
0.0755564272403717,
-0.008864135481417179,
-0.6960416436195374,
-0.5693103671073914,
0.22639690339565277,
0.11956524103879929,
-0.007981156930327415,
-0.20981250703334808,
-0.09557190537452698,
-0.3328084349632263,
-0.18334008753299713,
0.08175646513700485,
-0.11582154780626297,
-0.5299280881881714,
-0.08100514858961105,
0.04540951922535896,
-0.14645987749099731,
0.2159275859594345,
-0.7066786885261536,
-0.27387771010398865,
-1.3609963655471802,
0.309703528881073,
-0.17750516533851624,
0.43630072474479675,
-0.21605020761489868,
0.43744418025016785,
-0.00452805170789361,
0.3392786979675293,
-0.30050310492515564,
0.29240578413009644,
0.16583047807216644,
-0.4815194308757782,
-0.09255606681108475,
-0.23958724737167358,
0.24376057088375092,
-0.3487946093082428,
0.23085489869117737,
0.02677926793694496,
0.22884748876094818,
0.5637894868850708,
-0.0058431243523955345,
0.25812405347824097,
-0.22428840398788452,
0.09501850605010986,
0.19496019184589386,
-0.4844685196876526,
-0.2261359691619873,
0.32138052582740784,
-0.807127833366394,
0.12107368558645248,
0.09511534124612808,
0.006536256521940231,
0.10861293971538544,
-0.17685566842556,
-0.39463934302330017,
0.1981247514486313,
0.25914084911346436,
-0.5548980832099915,
0.4108942151069641,
0.14217476546764374,
0.13030530512332916,
0.1717117875814438,
-0.30012115836143494,
0.34307733178138733,
0.45431336760520935,
-0.5079213976860046,
0.5077047348022461,
0.4022522270679474,
0.24880746006965637,
-0.02905915677547455,
0.2399381548166275,
-0.17497216165065765,
0.2226531207561493,
-0.06986376643180847,
-0.11786065995693207,
0.2578772306442261,
0.24877621233463287,
0.07633671164512634,
-0.5150832533836365,
-0.0068777501583099365,
-0.03980836644768715,
-1.1177740097045898,
-0.3133479654788971,
0.701587975025177,
-0.17774096131324768,
0.312142938375473,
-0.29166826605796814,
0.011721940711140633,
-0.3073546886444092,
0.5121977925300598,
0.050510261207818985,
0.020302247256040573,
-0.08361449092626572,
0.5126943588256836,
0.08538173884153366,
0.6497481465339661,
0.5319160223007202,
-0.3252362608909607,
-0.012732076458632946,
-0.045412879437208176,
0.2991139590740204,
0.2509020268917084,
-0.1302064061164856,
0.36620479822158813,
0.03853803500533104,
0.4241737127304077,
-0.0685134083032608,
0.11111874133348465,
-0.43908044695854187,
-0.16928474605083466,
0.10111937671899796,
0.11832034587860107,
-0.0875968337059021,
-0.08591245114803314,
-0.12211261689662933,
-0.7301086187362671,
-0.23970834910869598,
-0.48129212856292725,
0.06614112108945847,
-0.610352098941803,
0.17520515620708466,
-0.1391201764345169,
0.028083128854632378,
-0.03769959881901741,
0.06841179728507996,
0.12126430124044418,
-0.1154925748705864,
-0.3541353642940521,
-0.03246705234050751,
0.3044256269931793,
-0.4792584478855133,
-0.13300122320652008,
0.007563930936157703,
-0.2579668164253235,
0.1104610487818718,
0.6195096373558044,
-0.6099836230278015,
0.03860785812139511,
0.08042218536138535,
-0.04824323207139969,
0.16410216689109802,
0.5190298557281494,
0.16384299099445343,
-0.03533347323536873,
-0.2246815711259842,
-0.2561558485031128,
0.49499598145484924,
-0.13776256144046783,
0.03374933451414108,
0.3795627951622009,
0.5343456268310547,
0.2927730679512024,
0.3797190189361572,
-0.1242217868566513,
-0.5167600512504578,
-0.09832561016082764,
-0.0025183125399053097,
-0.5602202415466309,
0.33413398265838623,
-0.15385307371616364,
0.5605728626251221,
-0.1604672521352768,
0.0890185758471489,
0.24687382578849792,
-0.3534233570098877,
-0.4265865385532379,
0.36092838644981384,
-0.6438989043235779,
1.4278571605682373,
-0.34727439284324646,
0.2761070132255554,
1.067639708518982,
-0.023137269541621208,
0.00447994377464056,
0.09964129328727722,
0.16339601576328278,
0.44619643688201904,
-0.3715190589427948,
-0.4545819163322449,
-0.1471916288137436,
0.002582219894975424,
0.09926347434520721,
-0.6041269898414612,
0.29944971203804016,
-0.17190639674663544,
0.09471552819013596,
0.03325584530830383,
-0.3059849143028259,
-0.02997887134552002,
0.28952568769454956,
0.1448454111814499,
0.5136429667472839,
0.0385049432516098,
-0.21724699437618256,
1.184463381767273,
-0.004968919791281223,
0.44446417689323425,
0.9637889266014099,
-0.4916423261165619,
0.41369467973709106,
0.543738842010498,
0.16429013013839722,
0.667881429195404,
-0.5681039690971375,
0.2544875144958496,
0.03331795334815979,
0.637506902217865,
-0.665024995803833,
-0.32967087626457214,
0.11209823191165924,
0.1596517264842987,
-0.23096224665641785,
0.3783077001571655,
-0.31067222356796265,
-0.11409787088632584,
0.37156185507774353,
-0.32707101106643677,
0.19872398674488068,
0.09876567125320435,
-0.1354864537715912,
-0.6679465174674988,
0.5739846229553223,
-0.4581350088119507,
0.25654542446136475,
0.31974315643310547,
0.20217427611351013,
0.2596258819103241,
-0.13321839272975922,
0.16233359277248383,
0.14758259057998657,
-0.04547576233744621,
-0.36980944871902466,
0.07274216413497925,
-0.020527929067611694,
-0.2093263566493988,
-0.03781655430793762,
0.032082971185445786,
0.1394408792257309,
0.2870110273361206,
-0.2967420518398285,
-0.5651384592056274,
-0.5729666948318481,
0.5918422937393188,
0.6470635533332825,
0.1779346615076065,
0.16593137383460999,
-0.33891499042510986,
0.3305301368236542,
0.08540108054876328,
-0.37490808963775635,
0.413891464471817,
0.30446887016296387,
-0.2889319360256195,
-0.6942811012268066,
-0.28999844193458557,
0.0022480140905827284,
0.37608760595321655,
-0.6529163718223572,
0.5313261151313782,
-0.23763206601142883,
-0.0710224136710167,
-0.4598575532436371,
-0.6036776900291443,
0.2842658758163452,
-0.20810279250144958,
0.20177426934242249,
-0.16103994846343994,
-0.4490740895271301,
1.0166600942611694,
0.27972811460494995,
0.061549749225378036,
0.352935791015625,
0.3939306437969208,
0.31142234802246094,
0.03093240037560463,
0.2538188397884369,
-0.18250687420368195,
-0.20486901700496674,
-0.023701615631580353,
-0.6833864450454712,
-0.39294126629829407,
0.23533977568149567,
-6.137564659118652,
-0.15045221149921417,
-0.4490812420845032,
0.2590213119983673,
-0.36822474002838135,
0.1678387075662613,
0.9145060181617737,
-0.012363131158053875,
0.27001869678497314,
-0.1054559051990509,
0.33034172654151917,
0.21625232696533203,
0.33600914478302,
0.6454102396965027,
0.32809731364250183,
0.5520684123039246,
0.3726995885372162,
0.16434654593467712,
0.11700902134180069,
0.33422785997390747,
-0.0661390870809555,
-0.27442875504493713,
0.30466538667678833,
0.2554630935192108,
0.2396029382944107,
0.2311403453350067,
-0.8176456093788147,
0.3272542357444763,
-0.16099122166633606,
0.07078903168439865,
0.3138960003852844,
-0.23988370597362518,
-0.5529989004135132,
-0.32665058970451355,
0.3007553219795227,
-0.17551133036613464,
0.3223530948162079,
0.04672051966190338,
0.11730604618787766,
-0.32007384300231934,
0.4547808766365051,
0.39870643615722656,
0.10546944290399551,
-0.28751006722450256,
0.22107604146003723,
0.07365799695253372,
-0.1722881942987442,
-0.07490698993206024,
-0.362990140914917,
0.08297140896320343,
-0.052829161286354065,
0.17450881004333496,
0.20292703807353973,
0.3859230875968933,
0.18603163957595825,
-0.545336902141571,
0.3943852186203003,
-0.02701297402381897,
-0.6801918148994446,
0.31255051493644714,
0.10997160524129868,
-0.30208298563957214,
-0.14176878333091736,
-0.6605883240699768,
-0.4254078269004822,
0.2081959843635559,
-0.7184463739395142,
-0.5842267274856567,
-0.04794875904917717,
-0.08873938769102097,
-0.4033660590648651,
0.01116841472685337,
0.1926318109035492,
-0.5590083003044128,
0.1655561923980713,
-0.36094439029693604,
0.4001656770706177,
0.5620388984680176,
0.002087029628455639,
-0.03084341250360012,
-0.2690063416957855,
-0.38994646072387695,
-0.2253759801387787,
0.13560175895690918,
-0.08982840180397034,
-0.4895332157611847,
0.0072868443094193935,
-0.06876550614833832,
-0.10259668529033661,
0.1752256453037262,
0.6881815791130066,
-0.6568904519081116,
0.2635442018508911,
0.5572592616081238,
0.37762531638145447,
0.3188430666923523,
0.6001965403556824,
0.2631472051143646,
0.5062389373779297,
-0.08312559127807617,
0.8378838896751404,
0.17087410390377045,
0.14863553643226624,
-1.073400855064392,
-0.23371201753616333,
-0.029608294367790222,
-0.9529865980148315,
-0.19705455005168915,
0.8015323877334595,
-0.5830866694450378,
-0.25870057940483093,
-0.3408281207084656,
-0.7003167867660522,
0.13412074744701385,
0.36802905797958374,
0.09416847676038742,
-0.5839588046073914,
0.056333430111408234,
0.4482209086418152,
0.030608057975769043,
0.24899066984653473,
0.14885132014751434,
-0.14526355266571045,
0.30407240986824036,
-0.599434494972229,
-0.413499116897583,
-0.05529032275080681,
0.1033077985048294,
-0.523688018321991,
0.2502526044845581,
0.35107743740081787,
0.24076522886753082,
-0.8404266834259033,
-0.12621498107910156,
0.5399267077445984,
-0.17163200676441193,
0.0661265179514885,
0.03151843324303627,
-0.17194244265556335,
-0.14098647236824036,
0.3324519097805023,
0.12511427700519562,
0.4811082184314728,
0.4359389543533325,
0.610520601272583,
-0.03451138362288475,
-0.4242524206638336,
-0.5220842957496643,
-0.23632891476154327,
-0.07395386695861816,
-0.057381704449653625,
-0.3805783987045288,
0.007151614408940077,
-0.30389171838760376,
-0.005717277992516756,
0.25868991017341614,
0.21527798473834991,
0.22017596662044525,
-0.19488193094730377,
-0.26386797428131104,
0.30427882075309753,
0.036733899265527725,
-0.9880467653274536,
-0.21635156869888306,
0.14076711237430573,
-0.2109268307685852,
-0.7681828141212463,
0.20865851640701294,
-0.08474132418632507,
0.3641640245914459,
0.2872626483440399,
-0.25276997685432434,
-0.10031528770923615,
-0.48740488290786743,
-0.09244491904973984,
0.11144840717315674,
-0.0393313504755497,
0.28957653045654297,
0.06976111233234406,
0.1445142775774002,
-0.09549691528081894,
-0.39207661151885986,
-0.3221031427383423,
0.45877182483673096,
0.6818784475326538,
0.013082521967589855,
0.3790909945964813,
0.12715396285057068,
-0.2698856294155121,
-0.5479281544685364,
0.1268591284751892,
-0.35414373874664307,
0.3717508316040039,
-0.30187973380088806,
-0.23033368587493896,
-0.8457816243171692,
0.6273447275161743,
0.12000271677970886,
-0.3269512951374054,
-0.23423941433429718,
0.20214013755321503,
0.17240850627422333,
-0.5985699892044067,
0.10705357789993286,
0.531604528427124,
-0.7268230319023132,
-0.08374436944723129,
-0.05616533011198044,
-0.4706418216228485,
0.18941886723041534,
-0.40474963188171387,
-0.5171929001808167,
-0.3977961838245392,
-0.1329919397830963,
-0.2592061161994934,
-0.13325509428977966,
-0.08137113600969315,
-0.4760722219944,
-0.3092714548110962,
0.22602881491184235,
-0.0321490541100502,
-0.09444714337587357,
-0.25240013003349304,
0.1327866166830063,
-0.025314603000879288,
-0.47166451811790466,
0.3294440507888794,
-0.6666650176048279,
-0.3945978581905365,
-0.27151310443878174,
-0.186238095164299,
0.08901669085025787,
0.542347252368927,
0.004177483730018139,
-0.5649541616439819,
-0.5729469656944275,
-0.40906402468681335,
0.6383160352706909,
0.033770378679037094,
0.10682602226734161,
-0.47947895526885986,
0.33828115463256836,
0.03157741203904152,
-0.5484087467193604,
0.2101399004459381,
0.5646954774856567,
0.2013143002986908,
-0.06858499348163605,
-0.5388857126235962,
0.1455550491809845,
0.1972029060125351,
-0.1507537066936493,
-0.18883509933948517,
-0.005844480823725462,
0.47404104471206665,
0.21735218167304993,
0.023858778178691864,
-0.5201489925384521,
-0.05833137780427933,
0.32044512033462524,
0.028133787214756012,
-0.1861671507358551,
0.07420262694358826,
-0.27776116132736206,
0.2946390211582184,
0.10407691448926926,
-0.040847569704055786,
-0.4460364878177643,
0.07344721257686615,
-0.46048665046691895,
0.09654518216848373,
0.1508650928735733,
0.20889094471931458,
0.7083713412284851,
0.1946978121995926,
-0.08633638173341751,
-0.3769962787628174,
0.5059192180633545,
-0.04068037122488022,
-0.03538801893591881,
-0.17317648231983185,
-0.6033390760421753,
-0.3158153295516968,
0.15825960040092468,
0.5757466554641724,
-0.32206711173057556,
0.4057869017124176,
0.2514738440513611,
0.07347963005304337,
-0.4023522436618805,
-0.46132972836494446,
0.16039828956127167,
-0.5045838356018066,
0.44632306694984436,
-0.4999257028102875,
-0.04959554225206375,
-0.0035049975849688053,
0.24684004485607147,
-0.15792301297187805,
0.4317868649959564,
-0.1757834553718567,
0.33699843287467957,
0.7709528207778931,
-0.3708217442035675,
0.20196160674095154,
0.48065829277038574,
0.31843000650405884,
-0.343029260635376,
0.11208274960517883,
-0.3763445019721985,
0.24470217525959015,
0.14974109828472137,
0.4502730071544647,
-0.04982631281018257,
-0.5019919872283936,
-0.5038034319877625,
-0.10277523100376129,
-0.4043203890323639,
0.6149362921714783,
0.3244844973087311,
-0.1739020049571991,
0.1692538559436798,
0.7188555002212524,
0.21252316236495972,
-0.15294836461544037,
0.5185775756835938,
-0.42591792345046997,
0.22027772665023804,
0.2621520161628723,
0.40128451585769653,
0.47866541147232056,
0.5218743085861206,
-0.2335384339094162,
0.20353606343269348,
-0.011010919697582722,
-0.030659405514597893,
-0.0918850526213646,
-0.296337366104126,
-0.25524967908859253,
0.5516766905784607,
0.8489688038825989,
0.576867938041687,
0.05132285878062248,
-0.2394692748785019,
-0.5436598062515259,
0.36609771847724915,
0.3645455837249756,
0.2081419676542282,
-0.06529387831687927,
0.7516354322433472,
-0.12600737810134888,
0.15543822944164276,
0.23705074191093445,
0.462318480014801,
-0.6136396527290344,
-0.0594167485833168,
-0.01922963187098503,
0.05867181718349457,
-0.31590983271598816,
0.22679336369037628,
-0.03535989299416542,
0.19935156404972076,
-0.5786312222480774,
-0.09553653001785278,
-0.5463199615478516,
0.19347968697547913,
0.5449726581573486,
0.04981832206249237,
0.26946744322776794,
0.2859690487384796,
-0.5426152944564819,
0.4040370583534241,
-0.22152499854564667,
-0.022049754858016968,
-0.3699542284011841,
-0.7489049434661865,
0.4527023434638977,
-0.11670724302530289,
-0.1845695972442627,
0.1317281424999237,
0.20449399948120117,
0.0743953138589859,
-0.22284065186977386,
-0.12830747663974762,
-0.10190615803003311,
0.29689884185791016,
-0.40677696466445923,
-0.032020799815654755,
-0.08548543602228165,
-0.20317085087299347,
-0.1796872615814209,
-0.6036401391029358,
-0.05206170305609703,
0.46021923422813416,
-0.16183176636695862,
0.4135417640209198,
-0.12012488394975662,
0.31360122561454773,
0.6157127022743225,
0.19844438135623932,
-0.37053775787353516,
-0.009409402497112751,
0.14901524782180786,
0.35739943385124207,
-0.3978886008262634,
0.44003453850746155,
-0.5147694945335388,
-0.27731961011886597,
-0.5226863026618958,
-0.3860580623149872,
0.14162543416023254,
0.07659582793712616,
-0.3152492940425873,
-0.14541855454444885,
-0.12715430557727814,
0.24958482384681702,
0.27444320917129517,
-0.15834489464759827,
0.0478331595659256,
0.23686344921588898,
-0.08532620221376419,
-0.09268024563789368,
0.11810113489627838,
0.04582631215453148,
-0.05613629147410393,
-0.32691487669944763,
-0.0143319983035326,
0.007455648388713598,
-0.18315637111663818,
0.34258365631103516,
-0.40682297945022583,
-0.48732420802116394,
-0.3037601411342621,
0.3443365693092346,
-0.5444633364677429,
0.08924908190965652,
0.04734303057193756,
0.250482976436615,
0.1783115565776825,
-0.09022555500268936,
-0.22336652874946594,
-0.3231230080127716,
-0.0739462599158287,
0.34259581565856934,
-0.3722502887248993,
1.1423839330673218,
0.1349298357963562,
-0.5016421675682068,
-0.6234518885612488,
0.5745711922645569,
-0.09579526633024216,
-0.3793913424015045,
-0.08435159176588058,
-0.014435181394219398,
-0.2933398485183716,
-0.06017310544848442,
0.1317184865474701,
-0.3591686487197876,
-0.20993933081626892,
0.16947901248931885
] |
Semantic entailment is the problem of determining if the meaning of a given sentence entails that of another. This is a fundamental problem in natural language understanding that provides a broad framework for studying language variability and has a large number of applications. We present a principled approach to this problem that builds on inducing rerepresentations of text snippets into a hierarchical knowledge representation along with a sound inferential mechanism that makes use of it to prove semantic entailment. | [
0.005456109531223774,
0.02080780826508999,
-0.005533573683351278,
0.020895441994071007,
0.0018694520695134997,
0.025319905951619148,
0.008277615532279015,
-0.014547186903655529,
-0.015204567462205887,
0.015308162197470665,
-0.005306860897690058,
0.0025462647899985313,
0.008007202297449112,
0.011407775804400444,
0.015778139233589172,
0.016805101186037064,
0.010012604296207428,
0.011450600810348988,
0.0026594798546284437,
-0.02202271856367588,
-0.022211294621229172,
0.0011184271425008774,
0.008434944786131382,
0.0076760961674153805,
0.0019487097160890698,
0.017906932160258293,
-0.021668951958417892,
0.0064771114848554134,
-0.003072277409955859,
0.007642774377018213,
-0.0016733754891902208,
0.0106405820697546,
0.002417593961581588,
0.012970512732863426,
0.013478918001055717,
0.002375840675085783,
-0.00022117045591585338,
0.016233425587415695,
0.0013695497764274478,
-0.0037564989179372787,
0.021701311692595482,
-0.004255258943885565,
0.0025512403808534145,
0.007393871434032917,
-0.0076042963191866875,
-0.00022787190391682088,
0.006294072140008211,
-0.007950074970722198,
-0.010324552655220032,
0.005941499024629593,
-0.005950676742941141,
-0.005881006829440594,
-0.003323292126879096,
0.016360875219106674,
-0.005047139246016741,
-0.004283947870135307,
0.01908138394355774,
0.021768106147646904,
-0.00202021817676723,
-0.009304833598434925,
-0.022502532228827477,
0.020276162773370743,
0.00020516580843832344,
0.007022741716355085,
-0.029398523271083832,
-0.06704974919557571,
-0.015508112497627735,
0.015876809135079384,
-0.022564832121133804,
-0.0027666862588375807,
-0.0034080941695719957,
0.004854986909776926,
-0.02349795587360859,
0.012236334383487701,
0.03129890561103821,
0.012556783854961395,
-0.006873755715787411,
0.00005367296398617327,
-0.013775127939879894,
0.002977934665977955,
0.008150026202201843,
0.017557136714458466,
0.0002262531197629869,
-0.0023925104178488255,
0.011199046857655048,
0.0009251851588487625,
0.0090109808370471,
-0.001859799842350185,
-0.011909020133316517,
-0.013622021302580833,
0.006207940634340048,
0.030376670882105827,
-0.006574063096195459,
0.033125534653663635,
-0.0010185589781031013,
-0.007641671225428581,
0.0026997399982064962,
-0.00928737036883831,
0.022901538759469986,
0.008982937783002853,
-0.014213397167623043,
0.022709952667355537,
0.02202296443283558,
-0.004581645596772432,
-0.0022280027624219656,
0.010206840001046658,
0.01897580176591873,
0.02655177190899849,
0.0006976405275054276,
0.006860262248665094,
0.006612841971218586,
-0.012911411002278328,
-0.020004266873002052,
0.0025060814805328846,
-0.004939484875649214,
-0.018211951479315758,
-0.0016810205997899175,
0.014517472125589848,
0.007501398213207722,
0.008108037523925304,
0.009267609566450119,
0.006406014319509268,
0.006709400098770857,
-0.012761048972606659,
0.01804637536406517,
0.0012569980463013053,
-0.00839128065854311,
-0.009877952747046947,
-0.007691878359764814,
0.0038440749049186707,
-0.007853672839701176,
0.0036307491827756166,
-0.002844950184226036,
-0.011769273318350315,
-0.0019120980286970735,
-0.0075452602468431,
-0.008308392949402332,
0.01622774451971054,
0.005298182368278503,
0.008768973872065544,
0.0072228615172207355,
0.004690538160502911,
0.0034408692736178637,
0.006658606231212616,
0.0007328834035433829,
-0.005147457588464022,
-0.0020576752722263336,
0.0048905108124017715,
-0.015714552253484726,
-0.009388646110892296,
0.01788124442100525,
-0.017615683376789093,
-0.00295448862016201,
-0.0011268544476479292,
0.01900240033864975,
-0.013516011647880077,
-0.006467181723564863,
0.016020307317376137,
0.0022086012177169323,
-0.013591759838163853,
0.014955669641494751,
0.010234540328383446,
0.00031066557858139277,
0.005834207404404879,
0.005607645958662033,
0.025825195014476776,
0.017680522054433823,
0.005937241017818451,
-0.004511426202952862,
0.0015016190009191632,
-0.009862701408565044,
0.010462157428264618,
0.0428021103143692,
0.009387482888996601,
-0.006217500194907188,
0.0016911746934056282,
-0.000801623915322125,
0.0037357050459831953,
-0.013526628725230694,
0.06731453537940979,
0.013892934657633305,
0.024669740349054337,
-0.008057983592152596,
0.015541811473667622,
0.005848143249750137,
-0.00043166245450265706,
0.01988610252737999,
-0.0029448806308209896,
0.018445130437612534,
0.008404869586229324,
0.004753454122692347,
-0.048111818730831146,
0.001335061271674931,
-0.0075170984491705894,
0.0037696026265621185,
0.003691229270771146,
0.002252660458907485,
-0.015021086670458317,
-0.003419984597712755,
0.002958186436444521,
0.0030409512110054493,
0.0037603138480335474,
-0.01496697124093771,
-0.000828759279102087,
-0.000526489457115531,
0.01576324552297592,
0.035880621522665024,
0.0022340707946568727,
-0.012835693545639515,
0.00734865665435791,
0.014320737682282925,
-0.0036090603098273277,
-0.023196162655949593,
-0.027660276740789413,
-0.0028282394632697105,
0.004026813432574272,
-0.002577704144641757,
0.014318546280264854,
-0.0038665670435875654,
-0.013832280412316322,
0.0019230901962146163,
-0.016783680766820908,
0.03251929208636284,
-0.010099148377776146,
0.02470300905406475,
-0.009369193576276302,
-0.011193271726369858,
0.015172161161899567,
-0.016344141215085983,
-0.007695548702031374,
-0.014711061492562294,
-0.013961936347186565,
-0.003913861233741045,
0.0016607532743364573,
-0.019838813692331314,
0.03948958218097687,
0.003173401113599539,
0.01087501086294651,
0.013580037280917168,
-0.006982116028666496,
-0.01023563090711832,
-0.035272810608148575,
-0.014277972280979156,
-0.0029528860468417406,
-0.02283860184252262,
0.0074064708314836025,
-0.006061607971787453,
-0.012857851572334766,
-0.01209656149148941,
-0.013154336251318455,
0.0017072866903617978,
0.014231299981474876,
-0.025367936119437218,
-0.015563507564365864,
0.03430376201868057,
-0.009697872214019299,
-0.00293617881834507,
-0.013486825861036777,
0.023935383185744286,
-0.006719260010868311,
0.005011450499296188,
0.00325779989361763,
0.00909973494708538,
0.012195021845400333,
-0.0070051937364041805,
0.00941003579646349,
0.0004440347256604582,
0.008909822441637516,
0.0014952991623431444,
0.013386626727879047,
-0.00234289956279099,
-0.0070740776136517525,
0.0043146018870174885,
-0.08134563267230988,
-0.005184005480259657,
-0.0032433010637760162,
0.005399979185312986,
0.01605895906686783,
-0.004837930668145418,
0.021058065816760063,
-0.014926555566489697,
-0.0008785704267211258,
-0.01683710515499115,
0.007675853557884693,
-0.005411834921687841,
-0.012840413488447666,
-0.023168766871094704,
0.020981881767511368,
0.002117099706083536,
0.008173387497663498,
0.005096744280308485,
0.0013756940606981516,
0.011993748135864735,
-0.04523826763033867,
-0.013068679720163345,
0.005082936026155949,
-0.01619444414973259,
-0.01089390367269516,
0.015559137798845768,
-0.0027085186447948217,
-0.008153405971825123,
-0.002493188949301839,
0.006432606838643551,
0.01648893393576145,
0.004310949239879847,
0.03577405586838722,
-0.013170040212571621,
-0.0029566471930593252,
0.003350870916619897,
-0.01347402948886156,
-0.010693824850022793,
-0.01532270759344101,
0.03209497407078743,
0.015986187383532524,
0.005562717095017433,
-0.01726481318473816,
0.0006047994247637689,
0.0050847469829022884,
0.013843882828950882,
0.016583522781729698,
0.007122487761080265,
0.011774562299251556,
0.004409885499626398,
0.016267411410808563,
-0.003910532686859369,
-0.01178013812750578,
0.0070318919606506824,
0.0010237477254122496,
-0.010102638974785805,
0.03174639865756035,
0.012592843733727932,
-0.0051078787073493,
0.004484847653657198,
-0.0037646121345460415,
0.02261200360953808,
-0.022989371791481972,
-0.005711049307137728,
0.03689770773053169,
-0.0047396705485880375,
0.02778722532093525,
0.01832525059580803,
0.011223706416785717,
-0.00492591317743063,
0.018946945667266846,
-0.013802421279251575,
0.010719298385083675,
0.0002357529301661998,
0.005752819590270519,
-0.012738841585814953,
-0.007478445302695036,
0.005266465712338686,
-0.008270548656582832,
0.0015316895442083478,
0.00011232495307922363,
0.015367458574473858,
-0.008211786858737469,
-0.023228498175740242,
-0.011299964971840382,
-0.01394025981426239,
-0.00603204220533371,
0.005373000167310238,
0.015440058894455433,
-0.010908224619925022,
0.003810402238741517,
0.014641414396464825,
-0.007918641902506351,
0.009917684830725193,
-0.015442891046404839,
-0.0325700044631958,
-0.007329918909817934,
-0.012333085760474205,
-0.003574665868654847,
0.008050281554460526,
-0.022901315242052078,
0.006944278255105019,
0.004096393007785082,
-0.014867264777421951,
0.010290841571986675,
0.00918227806687355,
-0.0036343915853649378,
0.0001033461740007624,
-0.016613133251667023,
-0.0019277861574664712,
-0.002931092632934451,
-0.002015688456594944,
-0.006372764240950346,
0.024522744119167328,
0.009967762976884842,
0.03267693892121315,
0.014595896005630493,
0.013013012707233429,
0.07249460369348526,
0.012957237660884857,
-0.008707101456820965,
0.0007947958074510098,
-0.023750064894557,
0.005880598910152912,
-0.004561815410852432,
0.010968477465212345,
-0.0365024097263813,
-0.040422551333904266,
0.01157450582832098,
0.014703258872032166,
0.014126034453511238,
0.00026118053938262165,
-0.017137739807367325,
-0.021596571430563927,
0.025394000113010406,
0.030295001342892647,
-0.028396276757121086,
0.019215470179915428,
0.01897391304373741,
-0.009273320436477661,
-0.013102849014103413,
0.019099676981568336,
0.019193071871995926,
-0.04181082546710968,
-0.010199296288192272,
-0.015879854559898376,
-0.018278270959854126,
0.0003006262704730034,
-0.022003579884767532,
-0.02938903123140335,
-0.0028875856660306454,
-0.01130141131579876,
0.02419940009713173,
0.01087803952395916,
0.019466068595647812,
-0.02028055675327778,
0.006455206777900457,
-0.005520299077033997,
0.019421041011810303,
-0.00851545762270689,
-0.005067295394837856,
0.026532845571637154,
-0.019880127161741257,
0.007964646443724632,
0.00709182396531105,
-0.0024068872444331646,
0.0013034300645813346,
0.01175609976053238,
-0.008744880557060242,
0.006805539131164551,
0.005376435350626707,
0.051182232797145844,
0.010579705238342285,
-0.005947308149188757,
0.02019665762782097,
-0.014048910699784756,
-0.01311946939677,
-0.011208861134946346,
-0.022940488532185555,
-0.03117329068481922,
0.029417824000120163,
-0.027980225160717964,
-0.010278397239744663,
-0.012595154345035553,
0.010344104841351509,
-0.006795128341764212,
-0.007134237326681614,
0.00673374067991972,
-0.005727871786803007,
0.002139067044481635,
-0.008416757918894291,
-0.013665108941495419,
-0.011284382082521915,
-0.002291566226631403,
0.013451369479298592,
-0.01727786473929882,
-0.020733099430799484,
0.01492196973413229,
0.03468858450651169,
-0.014965889044106007,
-0.01263097021728754,
0.007396029308438301,
0.010900227352976799,
0.018770910799503326,
-0.038473885506391525,
-0.0743175595998764,
0.02398594468832016,
0.0013657334493473172,
-0.011113244108855724,
-0.014928489923477173,
0.005689089652150869,
-0.008859222754836082,
0.019461292773485184,
-0.01377832517027855,
-0.012106130830943584,
-0.0005820077494718134,
-0.011103875003755093,
0.0076444558799266815,
0.013268805108964443,
0.007415684871375561,
0.019693972542881966,
-0.004080786369740963,
-0.004259787499904633,
0.006902908440679312,
0.009475689381361008,
-0.027979442849755287,
-0.0177608672529459,
-0.0030384149868041277,
0.011806841008365154,
-0.010620325803756714,
-0.08125139027833939,
0.02837015688419342,
0.0054902187548577785,
-0.017502473667263985,
-0.020069831982254982,
-0.0272237416356802,
0.003842740086838603,
-0.010579477064311504,
-0.00836202409118414,
-0.01596760004758835,
0.004220608621835709,
0.005891915410757065,
-0.012213792651891708,
0.0030606079380959272,
0.002400078345090151,
-0.0015897827688604593,
0.005453703925013542,
-0.028093833476305008,
0.0012706065317615867,
0.008162935264408588,
-0.00007044072117423639,
-0.023458587005734444,
-0.008286630734801292,
-0.010353347286581993,
-0.013326479122042656,
0.0005739706684835255,
-0.01988384500145912,
0.008017659187316895,
-0.0022582439705729485,
-0.010201569646596909,
0.007315920665860176,
0.0056297616101801395,
0.0006543957279063761,
-0.012816563248634338,
-0.0014349828707054257,
0.004806587006896734,
-0.0254357922822237,
0.00743236904963851,
0.0008147319313138723,
-0.01510600931942463,
-0.008840962313115597,
-0.0064534274861216545,
0.03873115032911301,
0.01346914004534483,
-0.02204533852636814,
-0.013195318169891834,
-0.0010765049373731017,
-0.007814337499439716,
-0.009629073552787304,
0.002110904548317194,
0.011953303590416908,
0.008805276826024055,
0.04055263474583626,
0.01184377446770668,
-0.003496732097119093,
0.02131524868309498,
-0.0023816630709916353,
-0.013096732087433338,
-0.004292065277695656,
0.006258136127144098,
-0.0013382458128035069,
-0.008850649930536747,
0.00326692801900208,
0.07224048674106598,
-0.02072332240641117,
0.030737770721316338,
0.0068808957003057,
0.01686347834765911,
-0.00515950471162796,
0.015493370592594147,
-0.006858873646706343,
0.004316096659749746,
-0.03342737257480621,
0.014031346887350082,
0.00348184653557837,
-0.012656150385737419,
0.006855478044599295,
0.011881636455655098,
-0.01720820926129818,
0.017040854319930077,
-0.009161417372524738,
-0.008068964816629887,
-0.0003894320398103446,
-0.0007274242816492915,
-0.004632023628801107,
-0.01638112962245941,
-0.02073773927986622,
0.0076249330304563046,
-0.009794184006750584,
-0.011401399970054626,
0.011120040901005268,
-0.023420412093400955,
-0.004373115487396717,
-0.02240220084786415,
0.001278041978366673,
-0.001728153438307345,
-0.006311443168669939,
0.023309895768761635,
-0.002110605128109455,
0.01568060740828514,
-0.006483632139861584,
-0.0017699747113510966,
-0.0010099017526954412,
0.0002695846778806299,
0.009740090928971767,
0.008246558718383312,
0.002117191208526492,
0.014238353818655014,
0.02663053572177887,
0.02099780924618244,
0.01350555382668972,
-0.0014232929097488523,
0.013728532940149307,
0.010825492441654205,
0.013038028962910175,
-0.008823193609714508,
-0.00148482876829803,
0.0014678979059681296,
0.009606116451323032,
-0.02728934958577156,
-0.002218961250036955,
0.008147070184350014,
-0.012573222629725933,
-0.022901363670825958,
-0.0089344447478652,
-0.009959615767002106,
-0.007916576229035854,
-0.024343926459550858,
-0.01072099432349205,
-0.013262145221233368,
-0.012085589580237865,
0.0007258701953105628,
0.012222121469676495,
-0.015429229475557804,
-0.03716227412223816,
0.0022672549821436405,
-0.008124406449496746,
0.007982880808413029,
-0.01059438195079565,
0.0018701069056987762,
0.018987443298101425,
0.006880817469209433,
-0.004402595572173595,
-0.010276036337018013,
-0.001571889384649694,
0.0004966386477462947,
-0.001284965081140399,
0.009058712981641293,
-0.028456104919314384,
-0.014733840711414814,
0.013574561104178429,
-0.0030393137130886316,
0.0023799946065992117,
0.019137023016810417,
0.0037779228296130896,
0.005023663863539696,
-0.0033923254813998938,
0.008984429761767387,
0.034315817058086395,
-0.0013146685669198632,
0.0009949743980541825,
-0.028758415952324867,
0.018929574638605118,
0.030087176710367203,
-0.010213539935648441,
0.0073197754099965096,
-0.011145669035613537,
-0.014852209016680717,
-0.0013179456582292914,
0.015243444591760635,
-0.006708972156047821,
-0.015710685402154922,
0.0117149967700243,
-0.007470651529729366,
0.013999287970364094,
-0.001569270039908588,
-0.015338868834078312,
-0.009336301125586033,
0.0002823105314746499,
-0.0006409493507817388,
-0.022548828274011612,
-0.0007640440599061549,
-0.004032554104924202,
-0.020026039332151413,
-0.00780192855745554,
0.007513415068387985,
0.01866718754172325,
-0.02522451803088188,
-0.025892656296491623,
-0.006660382263362408,
0.005023315083235502,
0.00330687640234828,
0.008905714377760887,
0.01967715658247471,
0.013033410534262657,
0.030352823436260223,
0.011097204871475697,
0.006931381765753031,
0.029145603999495506,
-0.0012258156202733517,
-0.012240005657076836,
0.009997420944273472,
-0.014915217645466328,
0.040853820741176605,
-0.020777368918061256,
-0.001749838120304048,
0.021271642297506332,
0.009227946400642395,
-0.018602905794978142,
0.028923584148287773,
0.017563022673130035,
0.010874442756175995,
0.018843824043869972,
0.008512795902788639,
0.013998223468661308,
-0.004632283933460712,
-0.005775135941803455,
-0.0020008119754493237,
0.03100011684000492,
0.004834339953958988,
0.015659132972359657,
0.0007446405943483114,
0.004252840299159288,
0.018707972019910812,
0.008574333973228931,
0.0020707575604319572,
0.013863375410437584,
0.015689507126808167,
0.012653989717364311,
0.00395960733294487,
0.02836175076663494,
-0.012506576254963875,
0.001245327526703477,
0.004995948169380426,
-0.021433966234326363,
0.01049619447439909,
0.0027982902247458696,
0.01527774054557085,
-0.012725112959742546,
0.029312269762158394,
0.014245137572288513,
-0.01800823025405407,
0.0018351663602516055,
0.00032147893216460943,
0.0005673521081916988,
-0.010777401737868786,
-0.012132829986512661,
-0.01834375225007534,
-0.007973890751600266,
-0.009184028021991253,
0.0042929090559482574,
-0.0028810715302824974,
0.0034236153587698936,
0.01343434490263462,
0.015254509635269642,
-0.006196157541126013,
0.00016545689140912145,
0.002832107013091445,
-0.010839574038982391,
-0.013721090741455555,
-0.03282446414232254,
0.011413476429879665,
0.012223447673022747,
-0.0029964400455355644,
-0.03561444208025932
] | [
0.2464720606803894,
-0.20189929008483887,
-0.0989983081817627,
0.1514383852481842,
-0.18071796000003815,
0.03467464819550514,
0.32004329562187195,
-0.1945096105337143,
0.17960581183433533,
-0.2749534547328949,
-0.3308400809764862,
0.42949092388153076,
-0.1489172726869583,
-0.10041861981153488,
-0.09820513427257538,
0.5508049726486206,
0.7434791922569275,
0.4065173268318176,
-0.23949986696243286,
-0.6860308647155762,
-0.20911775529384613,
0.22224994003772736,
-0.24862557649612427,
-0.4165113866329193,
0.5999720692634583,
-0.053894151002168655,
0.32607120275497437,
0.37152668833732605,
-0.4796093702316284,
-0.21522992849349976,
0.07830382138490677,
0.3715423047542572,
-0.5153995752334595,
0.05923233553767204,
-0.4014226794242859,
0.020008999854326248,
-0.3536413013935089,
-0.4442977011203766,
-0.03577657788991928,
-0.3825460970401764,
0.038994625210762024,
0.17954429984092712,
-0.44807812571525574,
0.10818683356046677,
-0.6368057131767273,
-0.6531379222869873,
-1.5987104177474976,
-0.303825318813324,
-0.4424086809158325,
0.013328107073903084,
-0.5551458597183228,
0.27071714401245117,
-0.07900606095790863,
0.6020678877830505,
-0.27845701575279236,
0.23426873981952667,
-0.5245043039321899,
-0.5758926868438721,
0.4995892345905304,
-0.6594979166984558,
0.1828850358724594,
0.41170603036880493,
-0.1743486523628235,
0.1541963815689087,
0.17367449402809143,
0.7321439981460571,
-0.14751358330249786,
-0.3856367766857147,
-0.519993245601654,
-0.35473117232322693,
0.1530493050813675,
-0.31198734045028687,
-0.34069201350212097,
0.5319728255271912,
-0.5038341283798218,
0.5431531071662903,
0.017667027190327644,
0.03141497075557709,
0.015814481303095818,
-0.2499888688325882,
-0.4875715374946594,
0.6776291728019714,
0.5470128655433655,
-0.8260589241981506,
0.6594455242156982,
0.4297739863395691,
-0.5348544120788574,
0.926450252532959,
-0.6339849829673767,
0.27166545391082764,
0.2679308354854584,
-0.4509010314941406,
-0.02482393942773342,
0.3817628026008606,
0.20015962421894073,
0.44563645124435425,
0.551287055015564,
-0.07420679926872253,
0.36719343066215515,
0.17341859638690948,
-0.039382416754961014,
-0.3451490104198456,
0.7823495268821716,
-0.2884899079799652,
-0.4905931353569031,
-0.41313666105270386,
-0.2314920574426651,
-0.37134626507759094,
-0.18124592304229736,
0.11142262071371078,
-0.9485510587692261,
0.30891406536102295,
0.17455950379371643,
-0.032777681946754456,
0.015030168928205967,
0.024376241490244865,
0.16827532649040222,
0.7721923589706421,
-0.27694669365882874,
0.2993399500846863,
-0.0937439352273941,
0.5623677968978882,
0.34830406308174133,
0.14436982572078705,
0.27460718154907227,
-0.09375804662704468,
0.307117760181427,
0.5092823505401611,
-0.6340018510818481,
0.09714844077825546,
0.37613964080810547,
0.620992124080658,
0.14865021407604218,
0.23986315727233887,
-0.495354026556015,
0.19835694134235382,
0.2547435164451599,
0.10171813517808914,
0.04860486835241318,
0.12924416363239288,
-0.676667332649231,
-0.10305051505565643,
-0.1591567099094391,
-0.16863305866718292,
0.13844560086727142,
-0.25292783975601196,
-0.12293846160173416,
0.2021990716457367,
-0.11750897020101547,
0.34736397862434387,
-0.1214848980307579,
0.22308418154716492,
-0.5470114350318909,
-0.17052288353443146,
-0.04139044135808945,
0.20277933776378632,
0.03979172557592392,
0.15337352454662323,
-0.0546172559261322,
0.19399932026863098,
-0.13101649284362793,
0.22617363929748535,
-0.798464298248291,
-0.05804811418056488,
0.47578945755958557,
-0.8457618355751038,
0.006164830643683672,
0.5488242506980896,
-0.24596230685710907,
0.11897329986095428,
0.008030025288462639,
-0.305602490901947,
0.29139217734336853,
-0.5003079175949097,
-0.27031001448631287,
0.5507707595825195,
-0.3431165814399719,
-0.05491103231906891,
0.45216745138168335,
0.2152051329612732,
-0.7204200029373169,
0.5264879465103149,
0.3264853060245514,
-0.5727236866950989,
0.12929047644138336,
0.4331423044204712,
-0.011249314993619919,
-0.40898531675338745,
-0.3781311511993408,
-0.5401528477668762,
-0.32578521966934204,
-0.5401144623756409,
0.05196484923362732,
-1.4651542901992798,
1.0637152194976807,
-0.02029593288898468,
-0.43069079518318176,
1.5705519914627075,
-0.20556485652923584,
0.10503097623586655,
-0.3659296929836273,
-0.20185846090316772,
0.09639901667833328,
0.31145668029785156,
-0.11779554933309555,
0.4153170883655548,
-0.072077676653862,
0.19355222582817078,
-0.4341476261615753,
0.5763776302337646,
0.847657322883606,
0.09841109812259674,
0.13739189505577087,
-0.22762377560138702,
-0.14386464655399323,
0.04435255005955696,
-0.08992305397987366,
-0.03249343857169151,
0.07859688997268677,
-0.4564838707447052,
0.8657087087631226,
-0.2844081223011017,
0.20134593546390533,
0.19271807372570038,
-0.23859554529190063,
0.2128799855709076,
0.19547508656978607,
0.7459328174591064,
0.9527250528335571,
-0.8734347224235535,
-0.4321773052215576,
-0.15319840610027313,
0.48738500475883484,
-0.37196335196495056,
-0.11673980206251144,
0.08043782413005829,
0.12282581627368927,
-0.07378236204385757,
0.2228575348854065,
-0.053045205771923065,
-0.1510341465473175,
0.27555447816848755,
-0.33680248260498047,
0.43088698387145996,
0.13206638395786285,
-0.1533002406358719,
-0.24901939928531647,
0.633499026298523,
-0.5457919836044312,
-0.04505741223692894,
0.10283178091049194,
0.707206666469574,
-0.10091552883386612,
-0.5785784721374512,
0.3384037911891937,
-0.05464387312531471,
-0.38213661313056946,
-0.3099535405635834,
0.30287304520606995,
0.18196998536586761,
0.24984659254550934,
0.3975074589252472,
-0.2318761795759201,
0.027385199442505836,
-0.11431454122066498,
0.0369754284620285,
-0.44515368342399597,
-0.3260815143585205,
0.5232528448104858,
0.8147397637367249,
0.3773243725299835,
-0.46054238080978394,
-0.6333502531051636,
0.3639107048511505,
-0.40558651089668274,
-0.6042784452438354,
0.5130481719970703,
0.04331982508301735,
-0.8369108438491821,
-0.7067628502845764,
-0.3597637414932251,
0.057860299944877625,
0.40849754214286804,
-0.285337895154953,
-0.23140622675418854,
-0.7441686987876892,
0.029056452214717865,
-0.2145901620388031,
0.011175419203937054,
-0.05188266187906265,
-0.0601402223110199,
0.32983341813087463,
0.07937957346439362,
-0.43288132548332214,
0.34878531098365784,
0.566631019115448,
0.410742849111557,
0.20842961966991425,
0.502570629119873,
0.12629134953022003,
-0.1637970507144928,
0.028697999194264412,
-0.24448341131210327,
-0.2390831857919693,
0.022982288151979446,
-0.1313052624464035,
-0.18970124423503876,
0.6519604325294495,
-5.913503646850586,
-0.0929517075419426,
-0.27648335695266724,
0.08909010142087936,
-0.2933775782585144,
0.05965754762291908,
0.7543118596076965,
0.019253810867667198,
-0.0787799134850502,
0.044096287339925766,
0.18770261108875275,
-0.2542945444583893,
-0.15230204164981842,
0.7189959287643433,
0.3684496581554413,
-0.5870054960250854,
0.15939827263355255,
0.11904311925172806,
0.0923280417919159,
0.39250093698501587,
-0.19541345536708832,
0.1564708650112152,
0.17679934203624725,
0.30399301648139954,
-0.08804263919591904,
-0.2792171537876129,
-0.7471774220466614,
0.16242487728595734,
0.03894567862153053,
-0.3997555077075958,
0.19877520203590393,
-0.3398396670818329,
0.17336419224739075,
-0.39912399649620056,
0.24704213440418243,
0.2328587770462036,
0.2896745800971985,
-0.057732757180929184,
-0.09181680530309677,
-0.08901385962963104,
0.13671283423900604,
0.6005221009254456,
0.6084165573120117,
-0.07366883009672165,
-0.051068469882011414,
-0.14121297001838684,
-0.18514688313007355,
-0.0882595032453537,
-0.060292068868875504,
0.548147439956665,
-0.5946916937828064,
0.015103477984666824,
0.45182642340660095,
-0.04787643253803253,
0.45530399680137634,
-0.2779046893119812,
0.2781783938407898,
-0.24533744156360626,
-0.7368314266204834,
0.34977057576179504,
0.5468812584877014,
-0.9190279245376587,
0.2921842038631439,
-1.0538910627365112,
-0.16394568979740143,
0.14365223050117493,
-0.7779601216316223,
-0.180272176861763,
0.42881739139556885,
0.20666325092315674,
-0.6868522763252258,
0.07779964059591293,
0.18029960989952087,
-0.5210237503051758,
0.4648999571800232,
-0.4209792912006378,
0.18511071801185608,
-0.03748186305165291,
0.10002835839986801,
-0.13893644511699677,
-0.30346614122390747,
-0.25470662117004395,
-0.49904876947402954,
0.09554939717054367,
0.33452320098876953,
-0.4694421887397766,
-0.018644802272319794,
-0.09702571481466293,
-0.4366832375526428,
0.17893926799297333,
0.6155226826667786,
0.24076800048351288,
-0.008167598396539688,
0.57518070936203,
0.22769589722156525,
0.4098132848739624,
-0.05559606850147247,
0.5794959664344788,
0.6886115074157715,
-0.07473032176494598,
0.5238775610923767,
-0.41887468099594116,
-0.013521910645067692,
-0.4272034168243408,
0.07432159781455994,
0.15519967675209045,
-0.6868241429328918,
0.3621540069580078,
0.9963902831077576,
-0.6840081214904785,
-0.09525445103645325,
0.43993687629699707,
-0.2684691250324249,
0.10388060659170151,
0.023582464084029198,
0.2526126503944397,
-0.41700708866119385,
-0.048844706267118454,
0.16072265803813934,
-0.19927281141281128,
0.16570839285850525,
0.2575518488883972,
-0.3751086890697479,
0.22634100914001465,
-0.20395612716674805,
-0.5479347705841064,
-0.008203674107789993,
0.4384510815143585,
-0.366218626499176,
-0.2398994266986847,
0.3743720054626465,
0.22964929044246674,
-0.25864946842193604,
-0.008755640126764774,
0.39782097935676575,
-0.7058970928192139,
0.4350201189517975,
0.48621463775634766,
-0.0914110317826271,
-0.5359819531440735,
0.6000668406486511,
-0.5189719796180725,
-0.05253727734088898,
-0.01907350681722164,
0.3275943100452423,
-0.23746007680892944,
-0.263761967420578,
-0.1950669288635254,
-0.8360533118247986,
0.5052611231803894,
-0.003615221008658409,
-0.382442444562912,
0.26992830634117126,
-0.41102689504623413,
0.27469924092292786,
-0.029782379046082497,
0.07227452844381332,
0.27539747953414917,
0.5137574076652527,
-0.18835368752479553,
0.2957586348056793,
-0.19752810895442963,
-0.11948452144861221,
-0.26931482553482056,
0.19854478538036346,
0.3058769702911377,
-0.9455140233039856,
-0.1043531596660614,
-0.28220707178115845,
0.36932173371315,
-0.020978787913918495,
-0.4782818853855133,
-0.30536529421806335,
-0.39079394936561584,
0.020351532846689224,
0.10581708699464798,
0.05142594128847122,
0.361438512802124,
0.06777305155992508,
0.01917702704668045,
0.20138667523860931,
-0.02395944856107235,
0.13317999243736267,
0.39071255922317505,
0.8165647983551025,
-0.26305240392684937,
0.5548688173294067,
0.3162902593612671,
-0.7596884965896606,
-0.46647584438323975,
-0.027320178225636482,
0.5717635750770569,
0.42060840129852295,
-0.35854917764663696,
-0.36126574873924255,
-0.05010213330388069,
0.12892286479473114,
-0.14929726719856262,
-0.141381174325943,
-0.13154439628124237,
0.3206317722797394,
0.3936154544353485,
-0.036196690052747726,
0.3782055974006653,
0.10026439279317856,
-0.7036860585212708,
0.19446147978305817,
-0.3791752755641937,
-0.3326156735420227,
0.06817011535167694,
-0.4170841872692108,
-0.6925447583198547,
-0.32300853729248047,
-0.3079802393913269,
0.09599193930625916,
-0.3028263747692108,
0.21036316454410553,
-0.2963867783546448,
-0.26323264837265015,
0.02969128079712391,
0.4051568806171417,
-0.32746899127960205,
-0.01037550438195467,
0.08169861137866974,
-0.18439872562885284,
-0.39389103651046753,
0.1684291958808899,
-0.3640487790107727,
0.6711675524711609,
-0.15095750987529755,
-0.168451726436615,
-0.22804976999759674,
0.13126876950263977,
0.7552372217178345,
-0.478853702545166,
-0.4742935001850128,
-0.12803150713443756,
0.3456455171108246,
-0.030328555032610893,
-0.3134755790233612,
0.3345682621002197,
0.8403851389884949,
-0.13165174424648285,
-0.5139837265014648,
0.1582416594028473,
0.6251581907272339,
0.27911484241485596,
-0.7480987310409546,
-0.656261682510376,
-0.01852024905383587,
0.1758345514535904,
0.052574481815099716,
-0.155409574508667,
0.39272594451904297,
0.7082552313804626,
0.2933965027332306,
-0.31636789441108704,
-0.7513924837112427,
0.019490007311105728,
0.2509339153766632,
0.3834220767021179,
-0.403668612241745,
-0.4462248682975769,
-0.2503485083580017,
-0.06578457355499268,
-0.2046322524547577,
-0.5523775219917297,
0.01869811862707138,
0.13023339211940765,
-0.40382689237594604,
0.1844153255224228,
-0.3915517032146454,
-0.048752859234809875,
0.11675415933132172,
0.44428542256355286,
0.08807364851236343,
-0.1733674854040146,
-0.01582605019211769,
-0.050476089119911194,
-0.06269770860671997,
-0.2272944450378418,
-0.4179037809371948,
-0.04912690073251724,
-0.2531687319278717,
-0.2672431170940399,
0.37617722153663635,
0.5677130222320557,
-0.2861740291118622,
-0.07081688195466995,
-0.33813926577568054,
-0.7395563721656799,
0.29107359051704407,
-0.42610353231430054,
-0.06717801839113235,
-0.23449259996414185,
-0.02086006850004196,
0.34704363346099854,
0.34003177285194397,
0.04766340181231499,
-0.3764423727989197,
-0.15445439517498016,
0.06137365102767944,
0.487181156873703,
-0.7473120093345642,
0.412680983543396,
0.14401449263095856,
0.1643875241279602,
-0.39485764503479004,
0.3214651942253113,
0.08089055866003036,
0.5023158192634583,
0.626140832901001,
0.3046773374080658,
0.3394130766391754,
0.012058801017701626,
0.07295253127813339,
0.40390634536743164,
-0.19917502999305725,
0.6900165677070618,
0.38434460759162903,
-0.12899884581565857,
0.13167646527290344,
0.520560085773468,
0.03363220766186714,
-0.5873882174491882,
0.5600048899650574,
-0.05865956470370293,
0.24269914627075195,
0.005006739869713783,
0.5268899202346802,
0.22480036318302155,
0.7992557287216187,
-0.02577292174100876,
0.22319987416267395,
-0.1568479835987091,
-0.03363684564828873,
0.34040123224258423,
-0.3188925087451935,
0.1342325359582901,
0.4737645387649536,
0.520698606967926,
0.2356247901916504,
-0.13541851937770844,
0.006983769591897726,
-0.013944888487458229,
0.2317470908164978,
0.6860815286636353,
0.3250449597835541,
-0.2501542568206787,
0.6313430666923523,
0.6095135807991028,
-0.08484300225973129,
0.44988203048706055,
-0.24548061192035675,
-0.1561569720506668,
0.02010466530919075,
0.45337975025177,
-0.3935960531234741,
-0.47952425479888916,
0.4894903600215912,
-0.43310558795928955,
0.3153379559516907,
-0.5154036283493042,
-0.13251060247421265,
-0.10825188457965851,
-0.2339339405298233,
0.5609642267227173,
0.530900239944458,
0.4851659834384918,
0.11522302031517029,
0.1583900898694992,
0.204717218875885,
-0.28481048345565796,
0.1475391834974289,
-0.16481009125709534,
-0.27193698287010193,
0.5638565421104431,
0.35434749722480774,
-0.09456797689199448,
-0.23378480970859528,
0.3404373824596405,
0.6576407551765442,
-0.12329338490962982,
0.01671806536614895,
-0.1295875906944275,
-0.35882291197776794,
0.09196742624044418,
0.37310999631881714,
-0.3022098243236542,
0.15564656257629395,
-0.40974175930023193,
-0.7810011506080627,
-0.16124722361564636,
0.2796576917171478,
-0.23756058514118195,
0.04180359095335007,
-0.30921754240989685,
0.8842878937721252,
0.3263387382030487,
-0.32886388897895813,
-0.11881255358457565,
0.13288234174251556,
0.07064375281333923,
0.12856723368167877,
-0.33149081468582153,
0.48165059089660645,
-0.6893700957298279,
0.19973668456077576,
-0.5716032385826111,
0.034689780324697495,
0.45657435059547424,
-0.059183087199926376,
-0.34685105085372925,
0.04041852429509163,
0.4792967736721039,
-0.17570781707763672,
0.09103724360466003,
-0.18134912848472595,
0.08100102096796036,
-0.053268738090991974,
-0.42591649293899536,
0.019443469122052193,
0.2456337958574295,
-0.1521526575088501,
0.0005084638250991702,
0.16361770033836365,
0.20136335492134094,
0.6137394905090332,
-1.0199402570724487,
0.3401182293891907,
-0.2433822751045227,
-0.45917338132858276,
-0.519379198551178,
0.6815934181213379,
-0.1366267055273056,
-0.08284293860197067,
-0.26943162083625793,
0.1209758073091507,
0.5513738393783569,
-0.5947878360748291,
-0.06125660240650177,
0.038390908390283585,
0.0700988620519638,
0.47068700194358826,
-0.29592061042785645,
0.5788745880126953,
0.14726673066616058,
-0.13700702786445618,
-0.904694139957428,
-0.27440279722213745,
0.21978138387203217,
-0.36693301796913147,
-0.3582231402397156,
-0.18509268760681152,
-0.4804840087890625,
0.20161254703998566,
0.4321192800998688,
-0.42087578773498535,
-0.4068470001220703,
0.0011019238736480474
] |
Social media has altered the way individuals communicate in present scenario. Individuals feel more connected on Facebook and Twitter with greater communication freedom to chat, share pictures, and videos. Hence, social media is widely employed by various companies to promote their product and services and establish better customer relationships. Owing to the increasing popularity of these social media platforms, their usage is also expanding significantly. Various studies have discussed the importance of social media in the corporate world for effective marketing communication, customer relationships, and firm performance, but no studies have focused on the social role of social media, i.e., in disaster resilience in India. Various academicians and practitioners have advocated the importance and use of social media in disaster resilience. This article focuses on the role that social media can play during the time of natural disasters, with the help of the recent case of Chennai floods in India. This study provides a better understanding about the role social media can play in natural disaster resilience in Indian context. | [
0.011377548798918724,
-0.0037106075324118137,
-0.008500379510223866,
0.0062912991270422935,
0.02478289231657982,
-0.004003233276307583,
0.009246637113392353,
-0.0035600317642092705,
-0.008675746619701385,
-0.042688075453042984,
-0.010342005640268326,
0.014835907146334648,
0.006698570214211941,
0.024853620678186417,
0.016493167728185654,
-0.004124559462070465,
-0.0036365357227623463,
0.019554030150175095,
-0.0034015083219856024,
0.0017318899044767022,
-0.02232009544968605,
0.006312559358775616,
0.008767865598201752,
-0.004631890915334225,
0.014058026485145092,
0.0019307062029838562,
0.013286132365465164,
-0.006156688556075096,
-0.01133237686008215,
0.01537143625319004,
-0.03629686310887337,
-0.018325891345739365,
0.021043328568339348,
0.007607999257743359,
0.018820494413375854,
0.01851959526538849,
0.0005169488722458482,
0.024113260209560394,
0.006659833714365959,
-0.00023254886036738753,
0.025660531595349312,
0.002186850178986788,
0.00022312247892841697,
-0.0048298039473593235,
-0.007450261153280735,
0.022219719365239143,
-0.002017796505242586,
0.008101404644548893,
-0.01617467775940895,
0.013474210165441036,
0.00047013768926262856,
0.015573659911751747,
0.007644607685506344,
0.019037872552871704,
-0.006850153207778931,
-0.000330277718603611,
0.020739883184432983,
0.015525152906775475,
-0.019107485190033913,
0.0058205584064126015,
0.012147186324000359,
-0.017127690836787224,
0.0002214741543866694,
-0.02016732469201088,
-0.0007941271178424358,
-0.06693063676357269,
-0.0017877314239740372,
-0.002818858250975609,
0.01062825694680214,
0.022493639960885048,
0.004229455254971981,
0.005959578789770603,
0.014337333850562572,
-0.0030018493998795748,
-0.010850358754396439,
-0.0268769022077322,
0.007517822552472353,
-0.0031631896272301674,
0.008786328136920929,
0.01541182678192854,
0.0031734565272927284,
0.014907488599419594,
0.0008643374312669039,
0.01509951613843441,
0.021413292735815048,
0.021926382556557655,
-0.00031642266549170017,
-0.00808822363615036,
-0.01488368958234787,
0.04003378748893738,
0.016755040735006332,
-0.03494919091463089,
0.004867473617196083,
-0.023186225444078445,
0.01580297015607357,
0.001150710042566061,
-0.010539857670664787,
-0.008737321943044662,
-0.0011400417424738407,
-0.01770985871553421,
-0.006630485877394676,
0.013936259783804417,
0.015979427844285965,
-0.011035279370844364,
0.006905954331159592,
0.0062631880864501,
-0.015580388717353344,
-0.0007179682143032551,
-0.0356396809220314,
0.006426812149584293,
0.004854393191635609,
-0.004085993859916925,
-0.004922567866742611,
-0.005768460221588612,
0.01890435814857483,
0.008157945238053799,
0.018416406586766243,
-0.019934501498937607,
0.008560754358768463,
0.01094852201640606,
0.0012939107837155461,
-0.01814201846718788,
0.01840824820101261,
0.013183794915676117,
0.0024428023025393486,
0.03998297452926636,
-0.02377949468791485,
0.01562514156103134,
0.0015969667583703995,
0.018805254250764847,
-0.010953348129987717,
-0.004679329693317413,
-0.014429599046707153,
0.010746669955551624,
0.003960298839956522,
-0.012281781993806362,
0.00932073500007391,
-0.0008542272262275219,
-0.0016213778872042894,
-0.0219251848757267,
-0.010759172961115837,
0.009304642677307129,
-0.0009177267784252763,
0.014803307130932808,
0.002812594175338745,
-0.022364424541592598,
0.006130695808678865,
0.006174939684569836,
0.0032661575824022293,
0.024009596556425095,
0.01281928550451994,
-0.011235315352678299,
-0.013505962677299976,
-0.02080167457461357,
-0.011502441018819809,
-0.008838648907840252,
-0.008916701190173626,
-0.006040391977876425,
-0.009211117401719093,
-0.02195543423295021,
0.01200154423713684,
0.02211497537791729,
0.008205531165003777,
0.00778823159635067,
0.019738739356398582,
-0.003673386061564088,
-0.0073128133080899715,
-0.010990921407938004,
0.0019814802799373865,
0.001998955849558115,
-0.015600756742060184,
0.028116099536418915,
-0.000816712505184114,
0.006257227156311274,
-0.003851882880553603,
-0.000566776841878891,
0.01665678806602955,
0.005669557023793459,
-0.0009196717292070389,
0.06697215139865875,
-0.02903464436531067,
0.03565973788499832,
-0.010113086551427841,
-0.040222518146038055,
-0.02106584794819355,
-0.0017657927237451077,
0.007126021198928356,
-0.019936077296733856,
-0.0036109790671616793,
0.018938720226287842,
-0.022224076092243195,
0.0014524939469993114,
-0.010020680725574493,
-0.010313410311937332,
-0.009939894080162048,
0.005375142674893141,
0.03245486319065094,
-0.003583333920687437,
-0.014007587917149067,
-0.0014227817300707102,
0.00707032298669219,
-0.0022370670922100544,
0.018378809094429016,
-0.0025859693996608257,
-0.005499625578522682,
0.002110927365720272,
0.008750774897634983,
0.006773207802325487,
0.014669990167021751,
0.007607998326420784,
-0.004480345174670219,
0.022007767111063004,
-0.0014613966923207045,
0.002012659329921007,
-0.00482145044952631,
0.016959860920906067,
0.014777474105358124,
-0.00880011823028326,
0.0020440430380403996,
-0.017237454652786255,
-0.002791190054267645,
0.015178178437054157,
0.0046692052856087685,
-0.00828821025788784,
0.01699872687458992,
0.03451476991176605,
0.008259337395429611,
0.00818130373954773,
0.014699899591505527,
0.00403481163084507,
0.009542521089315414,
-0.0076475925743579865,
-0.0016488165128976107,
0.022040914744138718,
0.02034638822078705,
0.02735690027475357,
0.004646171350032091,
0.006137324962764978,
0.011362853460013866,
-0.0044495053589344025,
0.01836627721786499,
-0.015467562712728977,
-0.015502698719501495,
-0.003283926984295249,
-0.004073113203048706,
0.0027546794153749943,
0.003275310155004263,
-0.021837810054421425,
0.02418030984699726,
-0.006179398391395807,
-0.0016151182353496552,
0.009561828337609768,
0.00012994254939258099,
0.003040522802621126,
-0.01245507225394249,
0.006551023572683334,
0.022171007469296455,
-0.0408298596739769,
0.026529889553785324,
-0.005547802429646254,
0.0060692741535604,
0.007586577907204628,
-0.028351690620183945,
0.015744250267744064,
0.03751020133495331,
0.01741129904985428,
0.01252998597919941,
0.000021233689039945602,
0.01575605571269989,
0.016438813880085945,
-0.0002393785398453474,
-0.003883502446115017,
0.009030604735016823,
-0.08275367319583893,
-0.012270788662135601,
0.003243115032091737,
-0.007106265053153038,
0.017532356083393097,
-0.00043192628072574735,
0.0035302257165312767,
0.01500746887177229,
-0.013456922024488449,
-0.00034913886338472366,
0.00579268392175436,
0.01567002758383751,
-0.008430864661931992,
-0.012954369187355042,
0.02974688448011875,
-0.012015173211693764,
0.004276011139154434,
-0.016357630491256714,
0.005735111888498068,
0.003666114527732134,
-0.012449328787624836,
-0.005594133865088224,
-0.007962677627801895,
0.0151789840310812,
0.009396552108228207,
0.00042793527245521545,
0.029402032494544983,
0.004338969476521015,
0.020994333550333977,
0.005098077468574047,
0.003016931004822254,
0.005242617800831795,
-0.010516835376620293,
-0.022565551102161407,
-0.025186143815517426,
0.0024620217736810446,
-0.005448976531624794,
0.011479344218969345,
-0.019771268591284752,
-0.022277338430285454,
0.010522346943616867,
0.013912046328186989,
-0.0024753306061029434,
0.0008435879135504365,
0.0015883910236880183,
-0.007952183485031128,
0.0017742384225130081,
0.025427047163248062,
-0.0030286433175206184,
-0.026670321822166443,
-0.012343194335699081,
-0.008038237690925598,
-0.003423719434067607,
0.001319363247603178,
-0.012707109563052654,
-0.004055269993841648,
0.013329640962183475,
-0.013337971642613411,
-0.021552572026848793,
-0.008095663040876389,
-0.006263121962547302,
-0.026085123419761658,
-0.033756356686353683,
0.03360283374786377,
0.00889966357499361,
-0.03913047909736633,
0.01162467896938324,
0.003215604927390814,
0.0014917845837771893,
0.009926391765475273,
-0.0014634747058153152,
-0.01843535341322422,
0.0021409643813967705,
0.0077668447047472,
0.013339104130864143,
-0.011949371546506882,
-0.011518907733261585,
0.006737546995282173,
0.007519920822232962,
0.01760619319975376,
-0.005229835398495197,
-0.0038252302911132574,
0.021656708791851997,
-0.014464171603322029,
0.005332700442522764,
-0.006074476987123489,
0.0019345796899870038,
-0.019708694890141487,
-0.0036753066815435886,
-0.014404524117708206,
0.01521080732345581,
-0.030918892472982407,
0.0067274561151862144,
-0.0014611848164349794,
0.0012119924649596214,
-0.01120345015078783,
-0.020800746977329254,
0.0009224605746567249,
-0.011679594404995441,
0.009904474951326847,
0.0011817107442766428,
0.008516199886798859,
0.01013317983597517,
-0.018048923462629318,
0.004053865559399128,
0.00977676548063755,
0.004488588310778141,
-0.0064819385297596455,
0.009657762013375759,
-0.016700319945812225,
0.006324746645987034,
-0.0010491667781025171,
-0.008628275245428085,
0.015372049994766712,
0.006563645787537098,
-0.019906330853700638,
-0.009477433748543262,
-0.009427044540643692,
0.07223601639270782,
0.0028204696718603373,
0.0030174157582223415,
-0.014119504950940609,
0.013493074104189873,
-0.018127964809536934,
-0.002089167945086956,
0.01461785938590765,
0.019952870905399323,
-0.023771092295646667,
0.014092077501118183,
-0.00552896736189723,
-0.0045274351723492146,
-0.01693866401910782,
0.018718861043453217,
0.00009417394176125526,
-0.0015552396653220057,
0.0027837748639285564,
-0.0021708905696868896,
0.018703490495681763,
0.00416899798437953,
0.017299851402640343,
-0.014882240444421768,
-0.011138813570141792,
-0.017294883728027344,
-0.03453465923666954,
0.01095376443117857,
-0.007550305686891079,
0.002171148080378771,
-0.005993261002004147,
0.0027594943530857563,
-0.00142844975925982,
0.004240003414452076,
-0.006225418299436569,
0.01843949966132641,
-0.00009574089199304581,
-0.01619274541735649,
-0.026607759296894073,
-0.028980892151594162,
0.015608850866556168,
-0.005184904672205448,
-0.01170796062797308,
0.014429722912609577,
0.02194775827229023,
0.014008688740432262,
0.005038326606154442,
0.01337620709091425,
-0.007363887503743172,
0.003817681223154068,
0.02886115200817585,
0.011559486389160156,
0.012410128489136696,
0.0021031382493674755,
0.006422761362046003,
-0.011893235146999359,
-0.009673711843788624,
0.004502708557993174,
0.000033262011129409075,
-0.013745210133492947,
0.00921062845736742,
-0.012553704902529716,
0.01349136233329773,
-0.014720487408339977,
-0.02136063575744629,
-0.016935357823967934,
-0.011127743870019913,
0.01201010774821043,
-0.005885877646505833,
-0.017090093344449997,
0.005403909832239151,
-0.01352702733129263,
-0.009000036865472794,
-0.010370654053986073,
0.013866545632481575,
-0.023187212646007538,
-0.03690283000469208,
-0.001689753495156765,
-0.03515078127384186,
0.0025334935635328293,
-0.002051180461421609,
-0.032142482697963715,
-0.020791755989193916,
-0.01707598939538002,
0.005175342783331871,
0.0021077152341604233,
-0.004999636672437191,
-0.014875364489853382,
-0.07544343173503876,
-0.0038920827209949493,
-0.004188924562186003,
-0.009533450938761234,
-0.007621610537171364,
0.012752437964081764,
0.00478021614253521,
-0.00863367598503828,
-0.006968889385461807,
-0.004513331223279238,
-0.03749097138643265,
0.0014062453992664814,
-0.028979569673538208,
-0.005233164876699448,
0.009149418212473392,
-0.015246745198965073,
-0.003234359435737133,
0.005521485581994057,
0.0078119030222296715,
0.03171366825699806,
-0.008876878768205643,
0.004349093418568373,
-0.009097473695874214,
0.016756152734160423,
0.012456556782126427,
-0.08106841146945953,
-0.007907886058092117,
0.009834740310907364,
-0.024709533900022507,
-0.00041098915971815586,
-0.004125365521758795,
0.010275048203766346,
-0.009687073528766632,
-0.01388499978929758,
-0.019127115607261658,
-0.009931422770023346,
-0.0030106953345239162,
-0.028399772942066193,
0.026371538639068604,
-0.005322684068232775,
-0.0025897566229104996,
0.014992756769061089,
0.004113984294235706,
-0.013848651200532913,
0.006059038452804089,
0.03241466358304024,
0.005368825048208237,
-0.011386913247406483,
0.010383091866970062,
-0.014077359810471535,
-0.0031614722684025764,
0.010377945378422737,
0.0019600416999310255,
-0.0021826664451509714,
0.01647602766752243,
0.022954385727643967,
-0.0014247666113078594,
0.010473722591996193,
-0.0006126351654529572,
0.03107036091387272,
-0.0032521735411137342,
-0.019683439284563065,
0.01990312710404396,
0.007641889154911041,
0.003419993445277214,
-0.01616852357983589,
0.0000544646754860878,
0.0002820477820932865,
0.006673854310065508,
0.010520093142986298,
-0.007559492252767086,
0.003281360026448965,
0.007745739538222551,
0.008879000321030617,
-0.009402979165315628,
0.015552842989563942,
0.014242740347981453,
0.014280655421316624,
-0.04838292673230171,
-0.004132858011871576,
0.012206356972455978,
-0.007149001583456993,
0.02157609350979328,
0.02360096387565136,
0.005188195966184139,
0.0031399172730743885,
0.026232384145259857,
0.006782406009733677,
0.07186692953109741,
-0.020139023661613464,
0.021048948168754578,
0.006599796935915947,
-0.007033275905996561,
-0.007085457909852266,
-0.008539365604519844,
-0.030983395874500275,
0.016816338524222374,
0.0014076458755880594,
0.0005427105352282524,
-0.002310724463313818,
0.003437385428696871,
0.0007925063837319613,
0.005481278523802757,
-0.02053779922425747,
-0.025351040065288544,
-0.028602702543139458,
-0.014995845966041088,
-0.003574427217245102,
-0.014002677984535694,
-0.028666194528341293,
0.00549359992146492,
0.026236357167363167,
0.014859353192150593,
-0.005224862135946751,
-0.014345858246088028,
0.017865901812911034,
-0.005309031344950199,
-0.005070453509688377,
0.0009175045415759087,
-0.02037850022315979,
-0.00042921400745399296,
0.009555095806717873,
0.021555081009864807,
-0.009305786341428757,
0.010470476001501083,
-0.010239213705062866,
-0.018815940245985985,
0.017044803127646446,
-0.004162903875112534,
-0.016694527119398117,
0.013849064707756042,
-0.021020837128162384,
0.02774973027408123,
-0.006976652890443802,
0.0002677587326616049,
-0.0187008585780859,
-0.0045898351818323135,
0.022050663828849792,
-0.010743551887571812,
0.005501999985426664,
-0.0024937065318226814,
0.007386539131402969,
-0.03340277448296547,
0.009895277209579945,
-0.007138150744140148,
-0.002234197687357664,
0.006466610357165337,
-0.03862289711833,
-0.006428070832043886,
-0.0002819742076098919,
0.005900026299059391,
0.006656179204583168,
0.0011656936258077621,
0.011423465795814991,
-0.0038601437117904425,
0.001160783926025033,
-0.01671350933611393,
0.014199992641806602,
0.0017699050949886441,
-0.015514897182583809,
0.004324427805840969,
-0.031155813485383987,
-0.02421901375055313,
0.013054450042545795,
-0.014295956119894981,
-0.04118954390287399,
0.01743651181459427,
-0.001420623273588717,
-0.010773241519927979,
0.0035920352675020695,
-0.02126392349600792,
-0.015896830707788467,
0.028156735002994537,
0.010730909183621407,
0.03100801631808281,
0.003921378869563341,
-0.00883420929312706,
0.008664916269481182,
-0.008859862573444843,
0.005250455345958471,
-0.0006315370555967093,
0.013611643575131893,
0.010001745074987411,
0.0365925058722496,
-0.012903623282909393,
0.0068555413745343685,
0.01750139892101288,
0.010712835937738419,
0.019277673214673996,
0.016928136348724365,
0.0034561720676720142,
0.03731142729520798,
0.005764693021774292,
-0.00481540197506547,
0.006616957951337099,
-0.008814726024866104,
0.023884501308202744,
0.0035487180575728416,
-0.006130902096629143,
-0.010489245876669884,
-0.01702609285712242,
0.017713813111186028,
-0.02126038447022438,
-0.015358677133917809,
-0.0002723606303334236,
-0.03484414890408516,
-0.01915871724486351,
-0.004021563567221165,
-0.007299479097127914,
-0.013274753466248512,
0.010345043614506721,
-0.005121452268213034,
-0.015402703545987606,
0.005839405581355095,
-0.005411090329289436,
0.03130224719643593,
0.021460626274347305,
0.0010032658465206623,
-0.017878323793411255,
-0.03278181329369545,
0.00042991340160369873,
0.0034416085109114647,
-0.0078125,
0.017503265291452408,
0.00344681553542614,
0.0011803321540355682,
0.015533583238720894,
0.020510464906692505,
0.024523332715034485,
-0.0109326783567667,
-0.005533663090318441,
0.024881426244974136,
0.008162841200828552,
0.009630713611841202,
0.018206724897027016,
0.0051908306777477264,
0.018919620662927628,
0.015149274840950966,
0.015192527323961258,
0.01740795001387596,
-0.0001731611555442214,
-0.0027277860790491104,
-0.008395222015678883,
0.03402078151702881,
-0.009536522440612316,
0.03177782893180847,
-0.02378220483660698,
0.0026694852858781815,
-0.001839944627135992,
0.009436014108359814,
0.008611973375082016,
0.021339289844036102,
-0.018566597253084183,
0.006681293249130249,
-0.011243023909628391,
-0.010291848331689835,
0.0031720194965600967,
-0.0020811823196709156,
0.023187760263681412,
-0.000052928924560546875,
-0.007629706524312496,
0.0076038953848183155,
-0.02119388058781624,
-0.011516261845827103,
-0.014092383906245232,
0.03257445991039276,
0.0034111475106328726,
0.006851376965641975,
-0.008399156853556633,
-0.016945108771324158,
-0.007163221016526222,
-0.006757702212780714,
-0.024185936897993088,
0.0023926051799207926,
-0.01601126417517662,
0.012839253060519695,
0.022499438375234604,
-0.017337189987301826,
-0.0034090562257915735,
0.018689164891839027,
-0.018300049006938934,
-0.024117551743984222,
-0.0200490802526474,
-0.011725343763828278,
-0.01304185763001442,
-0.01068112999200821,
-0.00007422897033393383,
0.0063714273273944855,
-0.010625599883496761,
-0.014186754822731018
] | [
0.5745034217834473,
0.07712516188621521,
0.3126574754714966,
0.3003075122833252,
-0.02729450911283493,
-0.037451647222042084,
0.14524462819099426,
0.5874133706092834,
-0.6553122401237488,
-0.8596330285072327,
-0.2210734784603119,
0.413683146238327,
-0.1618138700723648,
0.23912665247917175,
-0.22375154495239258,
-0.01788095198571682,
0.29249775409698486,
0.5125266909599304,
-0.04330509528517723,
-0.06927371025085449,
-0.9145699143409729,
-0.15572579205036163,
0.19213847815990448,
-0.12980183959007263,
0.3381032943725586,
0.014362211339175701,
0.06949970871210098,
0.3929750323295593,
-0.26081937551498413,
-0.11985199898481369,
0.228583425283432,
0.4349837899208069,
-0.31187382340431213,
0.637662947177887,
-0.39734721183776855,
-0.49221569299697876,
-0.4864070415496826,
-0.3841991126537323,
-0.2719900906085968,
-0.30175691843032837,
-0.2612965404987335,
-0.2528938353061676,
-0.05058024451136589,
0.44556349515914917,
-0.1550625115633011,
-0.5905653238296509,
-1.5522611141204834,
0.733588457107544,
-0.3406868278980255,
0.339559942483902,
-0.6394771933555603,
0.41437774896621704,
0.1270180493593216,
0.35268634557724,
0.12953804433345795,
0.4411941170692444,
0.07074252516031265,
0.3044251799583435,
-0.00904045719653368,
-0.3447432816028595,
0.4880882203578949,
-0.1061754897236824,
0.15817728638648987,
-0.0072783506475389,
-0.010505222715437412,
-0.3996794521808624,
0.14116308093070984,
-0.4935588538646698,
-0.31514638662338257,
-0.11606143414974213,
-0.08078861981630325,
-0.5324341654777527,
-0.3355145752429962,
0.27324867248535156,
-0.9184678196907043,
-0.014309349469840527,
0.2678869366645813,
0.10407914966344833,
0.10337068140506744,
-0.04450790956616402,
-0.02192872203886509,
0.380671888589859,
0.5358509421348572,
0.2445591390132904,
0.5621139407157898,
0.32810109853744507,
0.11362557858228683,
0.5434920191764832,
0.07803057134151459,
0.20984333753585815,
0.014051593840122223,
-0.19339552521705627,
0.7014005184173584,
0.43868395686149597,
0.351392537355423,
0.3749425709247589,
0.7187700271606445,
-0.5044342875480652,
0.40853503346443176,
0.2788546085357666,
0.08839451521635056,
-0.1748126894235611,
0.19689221680164337,
-0.1670316606760025,
0.11763645708560944,
-0.1510559320449829,
-0.08940437436103821,
-0.5835045576095581,
-0.10103719681501389,
0.07062449306249619,
-0.45170333981513977,
0.5202654004096985,
-0.3300896883010864,
0.17178331315517426,
-0.17208556830883026,
0.5597575902938843,
-0.10739215463399887,
0.15501493215560913,
-0.22135280072689056,
0.263009637594223,
0.36969348788261414,
0.8806106448173523,
-0.005945543292909861,
0.051327940076589584,
-0.016404232010245323,
0.12693865597248077,
0.27135443687438965,
0.18299171328544617,
-0.45425111055374146,
0.04046136140823364,
0.5797146558761597,
0.8762312531471252,
-0.2576807737350464,
-0.12102897465229034,
-0.1635555475950241,
-0.4061241149902344,
0.5422677993774414,
0.13829562067985535,
0.24485544860363007,
-0.46746838092803955,
-0.6274689435958862,
-0.7496325969696045,
-0.3350714445114136,
-0.14460739493370056,
0.2510843873023987,
-0.3992633819580078,
0.18347522616386414,
-0.5531025528907776,
-0.3770737648010254,
-0.3762083947658539,
-0.2790931463241577,
-0.14876900613307953,
-0.5910607576370239,
-0.004655951634049416,
-0.00268646446056664,
0.718728244304657,
0.2621055543422699,
-0.4557732343673706,
0.29554325342178345,
0.2161855250597,
0.012906231917440891,
0.03370317071676254,
-0.536644458770752,
-0.2946220338344574,
0.1383509784936905,
-0.3475208878517151,
0.0680747702717781,
0.8523562550544739,
0.45113441348075867,
-0.045162636786699295,
-0.1729525625705719,
0.049293313175439835,
-0.20397549867630005,
-0.26131051778793335,
-0.26029640436172485,
0.15390053391456604,
-0.1684984713792801,
0.2682620882987976,
-0.07618964463472366,
0.6753545999526978,
-0.7929369211196899,
0.20977923274040222,
0.12289319187402725,
-0.24420781433582306,
-0.06661929935216904,
-0.17956362664699554,
0.4916713535785675,
-0.015131250955164433,
0.07658827304840088,
-0.21406033635139465,
-0.3757303059101105,
-0.252152681350708,
0.006602685898542404,
-0.7014974355697632,
1.197938084602356,
-0.3480299711227417,
-0.19033731520175934,
1.1937484741210938,
0.11664208024740219,
-0.334520161151886,
-0.04490676149725914,
0.05781517177820206,
0.267255038022995,
-0.45802488923072815,
-0.6925237774848938,
-0.1090511828660965,
0.11706598848104477,
0.0886782705783844,
-0.07648307085037231,
-0.09534942358732224,
0.41271325945854187,
-0.11230819672346115,
0.310507595539093,
-0.6722767949104309,
0.3501456379890442,
0.1675276756286621,
-0.4696648418903351,
0.21262288093566895,
-0.5200083255767822,
0.11219044029712677,
0.6939063668251038,
-0.4907306432723999,
0.08022188395261765,
0.7100328207015991,
0.29227814078330994,
0.3900200426578522,
0.40709424018859863,
-0.11076109856367111,
0.6147240996360779,
-0.6618856191635132,
0.27170124650001526,
0.0031694918870925903,
0.2399880439043045,
-0.5540461540222168,
-0.42706283926963806,
0.2909448444843292,
0.13010412454605103,
-0.21990996599197388,
-0.20839151740074158,
-0.13364064693450928,
-0.05650068074464798,
0.2392720729112625,
-0.47009000182151794,
0.3181163966655731,
0.05544464290142059,
-0.10221954435110092,
-0.3366304039955139,
-0.16405297815799713,
-0.6339792609214783,
-0.036348070949316025,
0.00714479386806488,
0.4450121521949768,
0.2602970004081726,
-0.6441337466239929,
0.3258742094039917,
-0.00515176635235548,
-0.11847136169672012,
0.006785927806049585,
0.19197864830493927,
-0.12660740315914154,
0.26896563172340393,
-0.19437947869300842,
-0.20661938190460205,
0.5751083493232727,
-0.3027705252170563,
-0.24816688895225525,
-0.1785142570734024,
-0.3194558322429657,
-0.19424469769001007,
0.44688042998313904,
0.6883642077445984,
-0.30613037943840027,
-0.4234529733657837,
0.19212205708026886,
0.3579343855381012,
-0.7208129167556763,
0.3666614890098572,
0.1720915287733078,
-0.3557789921760559,
-0.713314414024353,
-0.10485384613275528,
0.766037106513977,
0.7138404846191406,
-1.0269490480422974,
-0.22274039685726166,
-0.735211193561554,
-0.07111340761184692,
-0.2247806042432785,
-0.20663394033908844,
0.1514742523431778,
0.07932551205158234,
0.288910835981369,
0.09938357770442963,
-0.052891891449689865,
0.6202359795570374,
0.4575957953929901,
-0.07321897149085999,
0.5548519492149353,
0.06502982974052429,
-0.1239163875579834,
-0.07805211842060089,
0.27922412753105164,
-0.09181034564971924,
-0.4365500807762146,
-0.040704820305109024,
-0.3868374228477478,
-0.16823701560497284,
0.046380773186683655,
-6.001932621002197,
-0.12211193144321442,
0.06963688135147095,
-0.38806769251823425,
-0.5575935244560242,
-0.012132234871387482,
0.5674443244934082,
-0.26933741569519043,
0.18952763080596924,
0.42778244614601135,
-0.030755607411265373,
0.41198939085006714,
0.10292395949363708,
0.010443065315485,
-0.3558652102947235,
0.5943865180015564,
0.9548110961914062,
0.13163696229457855,
-0.011845394037663937,
0.1901542693376541,
-0.24291586875915527,
0.023507950827479362,
0.16610217094421387,
0.7106920480728149,
0.10283120721578598,
-0.51813143491745,
-0.5634504556655884,
-0.0810532495379448,
-0.11369189620018005,
0.032907914370298386,
0.2940477430820465,
-0.04084043204784393,
0.13068902492523193,
-0.01847795769572258,
0.5333594083786011,
0.20194707810878754,
0.5127997398376465,
-0.15022379159927368,
-0.010274778120219707,
-0.7328383326530457,
0.15062221884727478,
0.7085281610488892,
0.007675469387322664,
-0.08952578157186508,
0.7780908942222595,
-0.2360931783914566,
-0.27590104937553406,
0.23013028502464294,
-0.2851346731185913,
0.6156514286994934,
-0.16081807017326355,
-0.4440431296825409,
0.4015726149082184,
-0.14905235171318054,
0.1758415699005127,
-0.22801020741462708,
0.7341522574424744,
-0.2869109511375427,
-0.2203272134065628,
0.017051173374056816,
0.2404836118221283,
0.025628024712204933,
0.0514395497739315,
-0.5183531045913696,
-0.08257657289505005,
0.11646414548158646,
-1.142662763595581,
-0.9283559918403625,
0.36408624053001404,
-0.5482476353645325,
-0.8899250626564026,
0.48365581035614014,
0.5232628583908081,
-0.26218676567077637,
0.20857872068881989,
-0.5547153353691101,
0.2409040927886963,
0.26862832903862,
0.2146412581205368,
0.26080676913261414,
-0.49748921394348145,
0.041383374482393265,
-0.13267667591571808,
-0.10419134050607681,
-0.10916034877300262,
-0.2734587788581848,
0.18974997103214264,
-0.34007468819618225,
-0.4295627474784851,
0.4595630168914795,
1.1974619626998901,
-0.252152681350708,
0.2089412957429886,
0.8004352450370789,
0.7044968008995056,
0.6001025438308716,
0.10777649283409119,
0.0829533115029335,
0.07507337629795074,
-0.5453036427497864,
0.6688511371612549,
0.21855077147483826,
-0.5878143310546875,
-0.8013330698013306,
0.14866240322589874,
0.15139326453208923,
0.08521749824285507,
0.2018585205078125,
0.602985680103302,
-0.9440986514091492,
-0.03478817269206047,
0.2736916244029999,
-0.8771215081214905,
-0.310154527425766,
0.49376949667930603,
0.17250803112983704,
-0.40913766622543335,
0.24990521371364594,
0.3478787839412689,
-0.3725433647632599,
0.34822386503219604,
0.3828483521938324,
0.01871372200548649,
0.17017972469329834,
0.09243649244308472,
-0.17236588895320892,
-0.18984556198120117,
0.15247637033462524,
-0.48905864357948303,
-0.3107951879501343,
0.6791958212852478,
0.29536718130111694,
-0.14941367506980896,
-0.2238849252462387,
0.2560925781726837,
-0.0738334134221077,
-0.08618837594985962,
-0.052008192986249924,
0.13406498730182648,
-0.6672772169113159,
0.15241481363773346,
0.18737830221652985,
0.10710344463586807,
-0.05851716548204422,
0.6496745347976685,
-0.10994301736354828,
-0.5837381482124329,
0.21617138385772705,
0.19125565886497498,
0.1373136192560196,
-0.7118692398071289,
-0.49404045939445496,
-0.08900228887796402,
-0.012185417115688324,
0.0459015890955925,
-0.35225909948349,
0.22619496285915375,
-0.1851578652858734,
-0.045136719942092896,
-0.4272417426109314,
0.19844922423362732,
-0.25489333271980286,
-0.9097113013267517,
0.4234732985496521,
-0.16051501035690308,
-0.09602805227041245,
-0.7036365866661072,
-0.03180722892284393,
-0.03990251198410988,
0.2689403295516968,
0.3404223322868347,
-0.09959989786148071,
-0.932781457901001,
-0.35683730244636536,
0.016648253425955772,
-0.18746979534626007,
-0.04681415855884552,
0.4469885528087616,
0.05820702016353607,
0.14865736663341522,
-0.0020500735845416784,
-0.518395721912384,
-0.4388212263584137,
0.11536374688148499,
0.3612068295478821,
0.10478255897760391,
0.2631426155567169,
-0.06371968984603882,
0.044402822852134705,
0.1135203093290329,
0.539419412612915,
0.38028839230537415,
0.34330955147743225,
-0.051233503967523575,
0.36315232515335083,
-0.6587870717048645,
0.17473801970481873,
0.05554087832570076,
-0.33098146319389343,
-0.5868409872055054,
0.40435710549354553,
0.44827109575271606,
-0.9395642280578613,
-0.19833824038505554,
0.03674754872918129,
-0.40589579939842224,
0.07462088018655777,
0.2877503037452698,
-0.17158237099647522,
-0.17947104573249817,
-0.6661723256111145,
-0.28276365995407104,
-0.278964102268219,
0.11081445217132568,
-0.30237796902656555,
-0.2630818486213684,
-0.0853053405880928,
-0.14858749508857727,
-0.7297261953353882,
0.12424763292074203,
0.4423428475856781,
-0.22619377076625824,
-0.5859910249710083,
-0.03720852732658386,
-0.3259609639644623,
0.08871212601661682,
0.40777871012687683,
-0.37940505146980286,
0.20069465041160583,
-0.20096686482429504,
-0.33667778968811035,
0.21723763644695282,
0.5722036361694336,
0.4671117663383484,
-0.26183536648750305,
-0.011245331726968288,
-0.12066404521465302,
0.3312961757183075,
0.06531972438097,
0.283561646938324,
-0.16066783666610718,
0.41947612166404724,
-0.6492859125137329,
-0.7003623247146606,
-0.07346545159816742,
0.3441679775714874,
0.09451931715011597,
0.10750479251146317,
-0.9374387860298157,
-0.2548351287841797,
0.43693020939826965,
-0.33767494559288025,
-0.37238872051239014,
0.32712116837501526,
0.017545590177178383,
-0.3874289393424988,
-0.28825443983078003,
-0.19212764501571655,
-0.042706701904535294,
-0.1966603696346283,
-0.0951792523264885,
-0.21755129098892212,
-0.5174059271812439,
-0.13905656337738037,
0.6880539059638977,
0.26392728090286255,
-0.15889959037303925,
-0.5146238803863525,
-0.02748473361134529,
-0.0489826500415802,
0.26253148913383484,
0.15350450575351715,
0.41863763332366943,
0.24352946877479553,
0.5851867198944092,
-0.05955830216407776,
-0.39153432846069336,
0.09042948484420776,
-0.16348834335803986,
-0.284449964761734,
0.052632663398981094,
-0.42141062021255493,
0.31958943605422974,
-0.5385475754737854,
0.47355517745018005,
-0.41481468081474304,
0.5006193518638611,
-0.14559771120548248,
-0.01874328963458538,
-0.5871813297271729,
-0.04923507943749428,
0.132037952542305,
-0.10682492703199387,
0.3408634662628174,
-0.2708178758621216,
-0.08713164180517197,
0.5332669615745544,
-0.2845603823661804,
-0.22810345888137817,
0.1493210643529892,
0.11837369948625565,
0.20056818425655365,
0.27602505683898926,
-0.33255067467689514,
0.4768461585044861,
0.2206048220396042,
0.09835920482873917,
-0.4817400276660919,
-0.07060381770133972,
0.053024452179670334,
-0.05053774639964104,
-0.1597026139497757,
0.45107585191726685,
0.6571395397186279,
-0.6304503679275513,
0.21905666589736938,
0.15143577754497528,
-0.3776169717311859,
1.18132746219635,
0.12163345515727997,
-0.3776622414588928,
-0.15440361201763153,
0.5987319350242615,
-0.012260058894753456,
0.20914700627326965,
0.5200804471969604,
0.07410670071840286,
0.2971958518028259,
0.09559568762779236,
0.05132883042097092,
0.34319210052490234,
0.6699038743972778,
-0.2635428011417389,
-0.03258030116558075,
0.3303154408931732,
-0.42830267548561096,
-0.04246723651885986,
-0.009705064818263054,
-0.33801618218421936,
0.33778125047683716,
0.6433165073394775,
-0.30065733194351196,
-0.1614769846200943,
0.3981461822986603,
0.05594390258193016,
0.5873018503189087,
0.21425148844718933,
0.319551944732666,
-0.7163917422294617,
0.25115928053855896,
-0.11211761832237244,
0.24307551980018616,
-0.3371669054031372,
0.33745893836021423,
-0.1970471292734146,
-0.8284202218055725,
0.4779048264026642,
-0.3574458658695221,
-0.06677595525979996,
0.12674899399280548,
0.32887107133865356,
0.7977443933486938,
0.008377219550311565,
-0.05589883774518967,
0.1563553512096405,
-0.02239992842078209,
0.5457878112792969,
-0.22838094830513,
0.34162768721580505,
0.07619094103574753,
0.059390533715486526,
0.42146724462509155,
-0.46079784631729126,
0.18456462025642395,
-0.22719235718250275,
0.025660483166575432,
0.6112929582595825,
-0.03283890709280968,
-0.11296877264976501,
0.2941322922706604,
-0.04865580424666405,
0.37957218289375305,
-0.050425175577402115,
-0.20426037907600403,
-0.030357785522937775,
0.01180150918662548,
-0.5345656275749207,
0.4445228576660156,
-0.07127533853054047,
-0.020183876156806946,
-0.07573012262582779,
-0.45627543330192566,
-0.16000229120254517,
0.4204469323158264,
-0.31505438685417175,
0.3458574712276459,
-0.05153283104300499,
0.959932804107666,
0.12826603651046753,
0.1841500848531723,
-0.003767223097383976,
0.6157171130180359,
-0.2289210706949234,
0.16517069935798645,
-0.24627694487571716,
0.21112212538719177,
-0.9219919443130493,
-0.4860209822654724,
-0.3572326600551605,
0.2855205237865448,
0.3091224133968353,
0.3016373813152313,
-0.16096514463424683,
-0.22609764337539673,
-0.06485282629728317,
0.3952028751373291,
0.2504456341266632,
-0.2808534502983093,
-0.17060145735740662,
-0.30452030897140503,
0.05678199604153633,
0.0870446264743805,
0.13568852841854095,
-0.07311567664146423,
0.08060328662395477,
0.035107553005218506,
-0.24408696591854095,
0.31184834241867065,
-0.3875381052494049,
0.34829509258270264,
-0.20569753646850586,
0.020672928541898727,
-0.45287400484085083,
0.4451722800731659,
-0.598796546459198,
0.06936512887477875,
0.041417352855205536,
0.24222823977470398,
0.38911688327789307,
-0.4134872257709503,
-0.1417061686515808,
0.0582808218896389,
0.394644170999527,
0.05218099430203438,
-0.513416051864624,
0.32042768597602844,
-0.20223943889141083,
0.17155037820339203,
-0.5219534039497375,
0.0972728505730629,
0.08207323402166367,
-0.5005332827568054,
0.4417811334133148,
-0.1676633358001709,
-0.035246592015028,
0.03271908685564995,
-0.039431650191545486,
-0.49620574712753296,
0.13833056390285492,
-0.005670132115483284
] |
Curvilinear text line detection and segmentation in handwritten documents is a significant challenge for handwriting recognition. Given no prior knowledge of script, we model text line detection as an image segmentation problem by enhancing text line structure using a Gaussian window, and adopting the level set method to evolve text line boundaries. Experiments show that the proposed method achieves high accuracy for detecting text lines in both handwritten and machine printed documents with many scripts. | [
-0.018316645175218582,
-0.00021944582113064826,
-0.026632443070411682,
0.023493783548474312,
-0.0005036014481447637,
-0.012811770662665367,
0.015023413114249706,
0.012707487680017948,
-0.019348599016666412,
-0.004035170190036297,
-0.016208868473768234,
0.0065840864554047585,
0.0003275018825661391,
0.02375447005033493,
0.030752690508961678,
0.011174896731972694,
-0.012577235698699951,
-0.01658688113093376,
0.016409646719694138,
-0.02480866201221943,
0.008794338442385197,
-0.0309736467897892,
0.011541401967406273,
-0.0206894688308239,
-0.010675406083464622,
-0.015354147180914879,
-0.029173359274864197,
-0.0019397347932681441,
-0.018412120640277863,
-0.020139282569289207,
-0.016013626009225845,
-0.010920040309429169,
0.032053712755441666,
0.0032694751862436533,
-0.008303586393594742,
0.0007713788654655218,
-0.006645997986197472,
0.0221529770642519,
-0.017019758000969887,
-0.006265867967158556,
-0.003935153596103191,
-0.010915059596300125,
0.0032610464841127396,
0.013911562971770763,
-0.010322685353457928,
-0.013749752193689346,
-0.0033521312288939953,
-0.001917259069159627,
-0.0007645756122656167,
0.010686449706554413,
-0.02138560265302658,
0.0032673212699592113,
-0.0004029041447211057,
0.039475128054618835,
-0.008494922891259193,
-0.01881273277103901,
0.021365538239479065,
0.0722476989030838,
-0.013253254815936089,
0.004502677824348211,
-0.0054563903249800205,
0.003794257063418627,
0.02105620875954628,
-0.015264332294464111,
-0.016581036150455475,
-0.06582731008529663,
-0.0032047873828560114,
0.00033947586780413985,
0.01781688630580902,
-0.018878571689128876,
0.0001985126727959141,
0.015642741695046425,
0.01613110862672329,
0.006738637574017048,
0.003030553460121155,
-0.002203349256888032,
-0.0030069786589592695,
-0.015680069103837013,
0.016666900366544724,
0.004848160315304995,
0.011926107108592987,
0.00003973141429014504,
0.011085791513323784,
0.037779081612825394,
-0.022068237885832787,
-0.009409019723534584,
0.011720108799636364,
0.020335130393505096,
0.002347211819142103,
0.01743769459426403,
0.00643372954800725,
0.007567223161458969,
0.00444168783724308,
0.01777079701423645,
-0.02407214604318142,
0.02282998338341713,
0.018437158316373825,
0.005222259555011988,
-0.0016114753670990467,
0.020412640646100044,
-0.007959923706948757,
-0.023161306977272034,
0.03051779791712761,
-0.020704220980405807,
-0.011271088384091854,
0.01970021426677704,
0.03878060355782509,
0.008183608762919903,
-0.017590627074241638,
0.014095854945480824,
-0.00332187139429152,
0.0033342880196869373,
-0.0020271234679967165,
0.00014457612996920943,
-0.0004518760833889246,
0.041762109845876694,
-0.007268202491104603,
-0.02454092539846897,
0.011607230640947819,
-0.03967999666929245,
-0.050291214138269424,
0.016210276633501053,
-0.0016166098648682237,
0.001060187816619873,
0.012318735010921955,
-0.028726106509566307,
-0.049152493476867676,
-0.009000895544886589,
-0.021986793726682663,
-0.008405230939388275,
-0.013096115551888943,
0.03109716810286045,
0.009794856421649456,
0.023432575166225433,
-0.0033016970846801996,
-0.013699520379304886,
-0.021894175559282303,
-0.022342214360833168,
0.0206585843116045,
0.004951594863086939,
0.016832873225212097,
0.00659186951816082,
0.0034625602420419455,
0.013482635840773582,
-0.017399856820702553,
-0.005846648011356592,
-0.003089571837335825,
0.003112440463155508,
0.01641661301255226,
-0.03096150793135166,
-0.037721119821071625,
0.0016522661317139864,
-0.034158848226070404,
-0.012443223036825657,
0.01105161290615797,
0.011540282517671585,
-0.03414112702012062,
-0.01081108208745718,
-0.014222157187759876,
-0.024858612567186356,
0.030792202800512314,
-0.03325482830405235,
0.039107583463191986,
0.012566464021801949,
0.023161081597208977,
0.020255938172340393,
-0.018642453476786613,
-0.018272705376148224,
-0.04216570407152176,
0.009795941412448883,
-0.007680918090045452,
0.02114604413509369,
0.01699521392583847,
0.01076548919081688,
-0.014599239453673363,
-0.004556071944534779,
0.014757211320102215,
0.008525294251739979,
-0.018806079402565956,
0.0667046308517456,
-0.016559351235628128,
-0.01858152635395527,
-0.019670451059937477,
-0.00030847309972159564,
-0.006065996363759041,
-0.009595765732228756,
-0.02252005599439144,
-0.0035418393090367317,
-0.020659862086176872,
0.0038853290025144815,
-0.021276284009218216,
-0.00883803516626358,
0.03129348158836365,
-0.012424027547240257,
-0.01575257070362568,
0.006097558885812759,
-0.011614479124546051,
-0.0027697510085999966,
0.020551349967718124,
0.006312706507742405,
-0.004782538861036301,
0.002417176030576229,
0.00886212196201086,
0.030674204230308533,
0.012443702667951584,
0.005707304924726486,
-0.006269165780395269,
-0.015300857834517956,
-0.05086293816566467,
0.017366843298077583,
0.04668446630239487,
-0.0072823031805455685,
-0.006144287995994091,
-0.00526297464966774,
-0.025402290746569633,
0.009182807989418507,
0.04209126532077789,
-0.006019669584929943,
0.011884860694408417,
-0.02076340653002262,
0.007068526931107044,
-0.0060235895216465,
-0.003165751462802291,
-0.021957430988550186,
0.032724376767873764,
-0.03628076985478401,
-0.014764828607439995,
0.015508563257753849,
-0.022050097584724426,
-0.00839370395988226,
0.01066190842539072,
-0.015160744078457355,
-0.01303911954164505,
-0.02129676565527916,
0.04069659113883972,
-0.01845022477209568,
0.014680142514407635,
-0.027902955189347267,
0.012365423142910004,
-0.011781195178627968,
-0.014084560796618462,
-0.015895510092377663,
0.007950601167976856,
-0.037253107875585556,
-0.025303712114691734,
0.024403123185038567,
0.0013286323519423604,
0.006285120267421007,
-0.028429336845874786,
-0.009465363807976246,
0.007939200848340988,
0.011838145554065704,
-0.02245708554983139,
-0.029088163748383522,
-0.04073948413133621,
-0.05922979488968849,
0.014512359164655209,
0.014744148589670658,
0.027946477755904198,
-0.03495008125901222,
0.007443006616085768,
0.0019032672280445695,
0.03608313947916031,
-0.00321205728687346,
0.03868445008993149,
0.03765076771378517,
0.03739713504910469,
-0.011394165456295013,
0.0018289106665179133,
-0.01096141804009676,
0.008870753459632397,
-0.009130018763244152,
-0.017495431005954742,
-0.0803445428609848,
-0.0067683057859539986,
0.005849793087691069,
0.027825456112623215,
0.016558952629566193,
-0.045912761241197586,
0.004124292638152838,
-0.0014709850074723363,
-0.015173384919762611,
-0.00692710978910327,
0.01110172737389803,
0.003267604159191251,
-0.021696139127016068,
-0.03424309194087982,
-0.031979914754629135,
-0.024600977078080177,
0.021989652886986732,
0.01808515004813671,
0.0054547591134905815,
0.004249717108905315,
-0.037247177213430405,
-0.026720020920038223,
0.011206836439669132,
0.008450639434158802,
0.017144907265901566,
-0.014416594058275223,
0.03797929733991623,
0.0003776818630285561,
-0.04450858011841774,
-0.005118236411362886,
0.01955864392220974,
-0.02746468596160412,
0.0479484461247921,
-0.022522874176502228,
0.023631224408745766,
0.024284735321998596,
-0.02674437314271927,
-0.023881472647190094,
-0.018520625308156013,
-0.022421879693865776,
0.013247085735201836,
-0.0028069447726011276,
-0.012089848518371582,
0.02011997066438198,
0.009010914713144302,
0.04026990011334419,
-0.01161692664027214,
0.10224578529596329,
0.022076787427067757,
-0.0023693472612649202,
0.06395526230335236,
0.0019160294905304909,
-0.009794628247618675,
0.023265810683369637,
-0.011133759282529354,
0.007892248220741749,
-0.022800948470830917,
0.0005085869925096631,
-0.011182568036019802,
-0.005791645031422377,
0.03372061252593994,
-0.032819513231515884,
-0.01877543143928051,
-0.012104797177016735,
0.024777282029390335,
-0.02055356092751026,
0.031654320657253265,
0.0169774629175663,
-0.0391942635178566,
-0.012390133924782276,
0.024637799710035324,
-0.017517762258648872,
-0.0045318021439015865,
0.0031902489718049765,
-0.03273036330938339,
-0.01850910857319832,
-0.016272002831101418,
0.0027753887698054314,
0.005334075074642897,
0.005519866943359375,
0.008190981112420559,
0.015947582200169563,
0.0036469793412834406,
0.0048624929040670395,
-0.0013658471871167421,
0.035994842648506165,
0.007503211963921785,
0.014809264801442623,
0.030583824962377548,
-0.016227353364229202,
-0.044531241059303284,
0.020929556339979172,
0.004841459449380636,
0.008827770128846169,
0.004289432894438505,
-0.04392467439174652,
0.014056333340704441,
-0.014242947101593018,
0.026994677260518074,
0.01624479703605175,
-0.017088226974010468,
-0.005756535567343235,
0.030924882739782333,
-0.007943094708025455,
-0.05233634635806084,
0.012804636731743813,
-0.03460630774497986,
-0.015864674001932144,
0.0105058578774333,
-0.0019033577991649508,
-0.025547241792082787,
-0.007381344214081764,
-0.023629136383533478,
0.006696209777146578,
0.012829005718231201,
-0.023953838273882866,
-0.00848254095762968,
-0.011901313439011574,
0.07090090960264206,
0.0009631088469177485,
0.02228698693215847,
-0.026359999552369118,
-0.004575359635055065,
-0.039436157792806625,
-0.014551159925758839,
0.032166071236133575,
-0.04905857518315315,
0.0024671817664057016,
0.015770751982927322,
-0.008409770205616951,
0.013001540675759315,
-0.009860280901193619,
-0.031026015058159828,
0.008074745535850525,
0.012722998857498169,
-0.009644254110753536,
0.026097996160387993,
-0.03163086995482445,
-0.002564032096415758,
-0.02229546569287777,
0.01752653159201145,
-0.004738995805382729,
0.008811942301690578,
-0.0016835269052535295,
-0.015225960873067379,
-0.018561089411377907,
-0.021037979051470757,
0.01345210149884224,
-0.0024702518712729216,
-0.064364954829216,
-0.0037856120616197586,
0.01749788224697113,
0.001711582881398499,
0.006465613842010498,
0.005825822241604328,
-0.02076341211795807,
-0.02580084279179573,
-0.013744070194661617,
0.028025684878230095,
-0.02213187888264656,
0.04129200801253319,
0.025143980979919434,
0.005086108576506376,
0.005620243027806282,
-0.0251446720212698,
-0.0008904068381525576,
0.0016170355957001448,
-0.007949918508529663,
-0.02006441168487072,
-0.022263135761022568,
0.020989997312426567,
0.009272108785808086,
0.01657147705554962,
0.02728915959596634,
-0.0014573750086128712,
0.007177348248660564,
0.023167774081230164,
-0.011973037384450436,
-0.027976570650935173,
-0.04591648653149605,
-0.01216302253305912,
-0.041120097041130066,
-0.00789136067032814,
-0.02144860289990902,
-0.013919851742684841,
-0.0187030378729105,
-0.006252620834857225,
-0.009473731741309166,
-0.05701194703578949,
0.010988123714923859,
0.008438240736722946,
0.011932305991649628,
-0.00764650572091341,
-0.036636918783187866,
0.00006908729847054929,
-0.009079132229089737,
0.011231844313442707,
-0.023797597736120224,
-0.016210073605179787,
-0.00497848354279995,
0.002376861870288849,
0.008210216648876667,
0.012401005253195763,
0.008828660473227501,
-0.03359328582882881,
-0.07345110923051834,
-0.008248753845691681,
0.012698485516011715,
-0.007281375117599964,
-0.03685910254716873,
0.009987814351916313,
-0.010775656439363956,
0.014743409119546413,
0.05320001766085625,
-0.01613711565732956,
0.027870144695043564,
-0.010367859154939651,
-0.014020312577486038,
-0.02748575247824192,
0.013754274696111679,
0.03456950932741165,
-0.026485705748200417,
0.004800750408321619,
0.024532519280910492,
0.010762734338641167,
0.012912609614431858,
-0.028688067570328712,
-0.00350744416937232,
0.006165635772049427,
0.007757657673209906,
-0.07974625378847122,
0.013323542661964893,
-0.0010979834478348494,
-0.028977632522583008,
-0.017358096316456795,
0.029627732932567596,
0.01656816527247429,
-0.009684440679848194,
-0.005405289586633444,
-0.015247907489538193,
0.011726895347237587,
-0.02145104669034481,
0.0008515520603395998,
-0.00176721450407058,
0.011807156726717949,
-0.003722751047462225,
0.007211141753941774,
-0.0060851918533444405,
-0.0025913184508681297,
0.02330007590353489,
-0.022602150216698647,
-0.03631856292486191,
-0.013820741325616837,
0.010062282904982567,
-0.009022746235132217,
-0.015504619106650352,
-0.022845713421702385,
0.018190765753388405,
0.0027850789483636618,
-0.0012711057206615806,
0.02243492566049099,
-0.0031304771546274424,
-0.0068949805572628975,
-0.03052353858947754,
-0.006137864664196968,
-0.008812535554170609,
-0.0011765968520194292,
-0.03310949355363846,
-0.042947184294462204,
-0.0021343063563108444,
-0.0010887231910601258,
-0.004043186083436012,
0.009157954715192318,
0.00033794849878177047,
-0.018344109877943993,
-0.0197428110986948,
0.0034182227682322264,
-0.009102940559387207,
0.009133108891546726,
0.01065751165151596,
0.011887350119650364,
0.026861898601055145,
0.030544517561793327,
0.003488644026219845,
0.035129934549331665,
0.021641097962856293,
-0.015514321625232697,
0.020720224827528,
0.022453555837273598,
0.008879956789314747,
-0.01744868792593479,
0.02955777943134308,
-0.03643329441547394,
0.0713542252779007,
-0.026622379198670387,
0.010670637711882591,
0.008904038928449154,
-0.01168914046138525,
0.00048301630886271596,
-0.01819843240082264,
-0.0037613422609865665,
-0.0257159024477005,
-0.030147681012749672,
-0.015826156362891197,
0.00148771854583174,
0.01961985044181347,
0.013250899501144886,
0.016767144203186035,
0.03562324121594429,
-0.01420621294528246,
0.006890503689646721,
-0.016312621533870697,
0.048245735466480255,
-0.02932106889784336,
0.025527499616146088,
-0.07656674832105637,
-0.013027834706008434,
-0.008117098361253738,
0.006287834607064724,
-0.030848346650600433,
0.010769971646368504,
-0.024947313591837883,
-0.013804563321173191,
-0.0024119452573359013,
0.01499241217970848,
0.0008647684589959681,
-0.016733180731534958,
0.027590744197368622,
-0.019663207232952118,
0.014302370138466358,
0.0019827706273645163,
-0.00911993533372879,
0.04287445917725563,
-0.009204823523759842,
0.002250760793685913,
-0.0012253953609615564,
-0.010688367299735546,
-0.0020281265024095774,
0.0077928523533046246,
0.004341416992247105,
0.035102345049381256,
0.025926778092980385,
0.003489164402708411,
0.012531649321317673,
-0.006492563523352146,
0.02337655983865261,
0.04093818739056587,
-0.028860080987215042,
-0.01514506060630083,
-0.01349029503762722,
0.021953856572508812,
0.02144191972911358,
-0.0028865505009889603,
-0.007351607084274292,
-0.020428242161870003,
-0.05780468508601189,
-0.006815948989242315,
-0.009870541281998158,
-0.017637453973293304,
-0.0031270531471818686,
-0.016299258917570114,
0.0074825407937169075,
0.021148912608623505,
-0.04009394720196724,
0.048896897584199905,
0.014559617266058922,
0.007702374830842018,
0.019215961918234825,
0.015717897564172745,
0.032360512763261795,
-0.004395877011120319,
0.019055763259530067,
0.03561701625585556,
-0.012783960439264774,
0.03330124542117119,
-0.0012505629565566778,
-0.0060742925852537155,
0.0029958575032651424,
-0.027208905667066574,
-0.030890772119164467,
0.01610487326979637,
0.004903243388980627,
0.014698248356580734,
0.0013473951257765293,
0.039622675627470016,
0.012106308713555336,
-0.014056539162993431,
0.007830082438886166,
0.036770619451999664,
0.006370970513671637,
-0.001542850979603827,
-0.028218187391757965,
0.025426143780350685,
-0.009921443648636341,
0.0666310042142868,
0.015233451500535011,
0.005269078072160482,
0.022629939019680023,
0.004440600983798504,
-0.020364083349704742,
0.015693599358201027,
-0.006334360223263502,
0.0051393271423876286,
0.04309773072600365,
-0.007823831401765347,
0.033468566834926605,
0.015660230070352554,
0.0034480858594179153,
0.011238012462854385,
-0.011334973387420177,
0.02121194452047348,
0.025481726974248886,
-0.009553158655762672,
0.009319471195340157,
0.0011233669938519597,
0.02400120720267296,
0.03682174161076546,
-0.008010083809494972,
-0.05119342729449272,
-0.0028501267079263926,
-0.021551799029111862,
-0.002546680858358741,
-0.028366751968860626,
0.031498443335294724,
0.01847308687865734,
-0.003193243406713009,
0.015620188787579536,
0.027395974844694138,
0.00915611907839775,
0.005542153492569923,
-0.03708923980593681,
-0.021802298724651337,
0.014119034633040428,
0.018953917548060417,
-0.016183901578187943,
-0.0035025805700570345,
-0.014215563423931599,
0.006955725606530905,
-0.009309700690209866,
0.010649783536791801,
-0.005782092921435833,
0.000059320776927052066,
-0.01540747843682766,
0.042251259088516235,
0.018851587548851967,
0.014374642632901669,
-0.012117628939449787,
0.0037107407115399837,
0.007870232686400414,
0.012441286817193031,
-0.0008522295975126326,
-0.016965512186288834,
0.014194726943969727,
-0.0033959706779569387,
0.040653303265571594,
0.007612595334649086,
0.023318061605095863,
0.050327811390161514,
0.054148197174072266,
-0.04837082326412201,
0.02482650987803936,
-0.059050966054201126,
-0.031108208000659943,
-0.014734676107764244,
-0.0018449983326718211,
0.004268495365977287,
-0.0037304579745978117,
-0.012939894571900368,
-0.021791094914078712,
-0.01333337277173996,
0.016774985939264297,
-0.01895212009549141,
0.021323187276721,
0.024638107046484947,
0.0015008595073595643,
0.005661721341311932,
-0.011457009240984917,
0.0002475720539223403,
0.015801606699824333,
0.0027316182386130095,
0.030172253027558327,
0.009432638064026833,
0.008207041770219803,
0.00028007745277136564,
0.004468419123440981,
-0.017252599820494652,
-0.017359070479869843,
0.0022621580865234137,
-0.012406052090227604,
-0.0070847016759216785,
-0.012883953750133514,
0.028068704530596733,
0.02063198760151863,
0.030000530183315277,
-0.022551607340574265
] | [
-0.1982671171426773,
0.05060848966240883,
0.409491628408432,
0.2887362837791443,
-0.31676527857780457,
0.060748472809791565,
0.05317506939172745,
-0.42651697993278503,
0.076472707092762,
-0.6391094326972961,
-0.03510382026433945,
0.5865054726600647,
0.08588169515132904,
0.4303988218307495,
0.1469813734292984,
0.6908023357391357,
0.44564786553382874,
0.1701825112104416,
-0.5630183815956116,
-0.45544442534446716,
-0.1538025140762329,
-0.18047091364860535,
0.24780774116516113,
-0.17780983448028564,
0.027548741549253464,
-0.17028233408927917,
0.31077903509140015,
0.518791913986206,
0.027059201151132584,
-0.2908720076084137,
0.16612665355205536,
0.6206589341163635,
-0.4970693290233612,
-0.5932379364967346,
0.13170699775218964,
-0.10477165132761002,
0.07285866886377335,
-0.4377976655960083,
0.17004479467868805,
-0.6143426299095154,
0.2398083508014679,
-0.26711133122444153,
-0.08974169194698334,
0.06985224038362503,
-0.37664520740509033,
-0.7300136685371399,
-1.3864212036132812,
0.18646281957626343,
-0.45251137018203735,
-0.07825546711683273,
-0.22381000220775604,
0.5615856051445007,
0.37741124629974365,
0.061333559453487396,
0.20202350616455078,
0.31738781929016113,
-0.4066865146160126,
-0.46824344992637634,
0.8643913865089417,
-0.06008271127939224,
0.0019857261795550585,
-0.18548281490802765,
-0.6207408308982849,
0.3022933900356293,
-0.2926265597343445,
0.507420003414154,
0.028530919924378395,
-0.5032398104667664,
-0.6751776337623596,
-0.08739948272705078,
0.4647761881351471,
-0.29990026354789734,
0.19181400537490845,
0.15456990897655487,
-0.32379648089408875,
0.306160569190979,
-0.20084981620311737,
-0.5047208070755005,
0.34724196791648865,
-0.14351186156272888,
-0.13141769170761108,
0.1453820765018463,
0.24150095880031586,
-0.3460926115512848,
0.3963392376899719,
0.35663095116615295,
-0.12080270051956177,
0.7328635454177856,
-0.24800162017345428,
0.1693865954875946,
-0.03819981962442398,
-0.44442054629325867,
0.0607229508459568,
0.7236284017562866,
0.5828757286071777,
0.06413360685110092,
0.23125167191028595,
0.2634611129760742,
0.34793925285339355,
0.46679991483688354,
-0.11975941807031631,
-0.1339423954486847,
0.045557089149951935,
0.09336888045072556,
-0.20109465718269348,
-0.22705626487731934,
-0.8470169901847839,
-0.3836310803890228,
-0.3974033296108246,
0.10538690537214279,
-0.5258639454841614,
-0.02505302242934704,
0.0473313108086586,
0.019946569576859474,
-0.2896910309791565,
-0.30087870359420776,
0.41437700390815735,
0.28269439935684204,
0.16672053933143616,
0.2122829258441925,
-0.519684374332428,
0.7680692672729492,
0.038859665393829346,
0.838927149772644,
0.12292249500751495,
0.1405627727508545,
0.3163664638996124,
0.523290753364563,
-0.4928686320781708,
0.2035679668188095,
0.12868931889533997,
0.8754076957702637,
-0.08206745237112045,
-0.05720297992229462,
-0.09394731372594833,
-0.31417787075042725,
-0.1617460697889328,
0.0003805215237662196,
-0.15571968257427216,
-0.09348044544458389,
-0.192958265542984,
-0.25335705280303955,
-0.2748296558856964,
0.09437797963619232,
-0.12682612240314484,
-0.19287654757499695,
-0.3682192862033844,
0.027245931327342987,
-0.33652833104133606,
0.07343567162752151,
-0.0834791362285614,
0.06707262992858887,
-0.9932100772857666,
-0.035630881786346436,
-0.21163755655288696,
0.5627008676528931,
-0.18626469373703003,
0.1757429838180542,
-0.09092669934034348,
0.216729074716568,
-0.4255329966545105,
0.3463699519634247,
-0.6460046768188477,
-0.3740476965904236,
-0.039425455033779144,
-0.7966818809509277,
0.1604178547859192,
0.47609999775886536,
-0.06030036136507988,
0.2434772402048111,
-0.06031361594796181,
0.01961551047861576,
-0.13583379983901978,
-0.46109357476234436,
0.18825837969779968,
0.36631089448928833,
0.438190221786499,
0.3020423948764801,
0.18182511627674103,
0.11689095944166183,
-0.7761339545249939,
0.19456364214420319,
0.023869140073657036,
-0.1727941334247589,
0.05683412775397301,
0.4102024435997009,
0.5384524464607239,
-0.2157624214887619,
-0.8227939605712891,
-0.5556650757789612,
-0.09403526782989502,
-0.07133942097425461,
0.30093374848365784,
-0.6732664704322815,
1.4793879985809326,
-0.021907541900873184,
-0.4234185218811035,
1.0766890048980713,
-0.19502462446689606,
0.4117557406425476,
-0.3270377814769745,
0.31313443183898926,
0.24652810394763947,
-0.2791444957256317,
-0.49078062176704407,
0.051308803260326385,
0.2600707709789276,
0.017362460494041443,
-0.6920929551124573,
-0.045498594641685486,
0.5467322468757629,
-0.5335806608200073,
0.187496617436409,
-0.40251195430755615,
0.04720925912261009,
0.2824970781803131,
-0.04093235358595848,
0.28862136602401733,
0.41131579875946045,
0.01956101693212986,
0.5895586609840393,
-0.49204492568969727,
0.5123154520988464,
1.1983765363693237,
-0.4787651598453522,
-0.02029389888048172,
0.39901992678642273,
0.4385230243206024,
0.7092945575714111,
-0.53517746925354,
-0.3484940826892853,
-0.5443510413169861,
0.5353280901908875,
-0.43359866738319397,
-0.37146714329719543,
-0.2613911032676697,
0.30497023463249207,
-0.12427829951047897,
0.3043171167373657,
0.19327878952026367,
-0.30162879824638367,
0.22941406071186066,
-0.09741898626089096,
0.40103384852409363,
0.08924999088048935,
-0.5716343522071838,
-0.33704331517219543,
0.3641211986541748,
0.11098397523164749,
-0.36432507634162903,
0.2758098542690277,
0.6022718548774719,
-0.2079225331544876,
-0.5452882647514343,
0.39097023010253906,
0.05486796051263809,
-0.0575728602707386,
-0.415973961353302,
0.06123194471001625,
0.04269348829984665,
-0.11927914619445801,
-0.05127473920583725,
-0.09017342329025269,
-0.13973559439182281,
0.011581880040466785,
-0.26068878173828125,
-0.6179990172386169,
-0.4104732871055603,
0.7918086647987366,
0.40409326553344727,
-0.012406138703227043,
0.3303599953651428,
-0.21993374824523926,
-0.037644680589437485,
0.03922019898891449,
-0.23621739447116852,
-0.02025565505027771,
0.16870564222335815,
-0.9661962985992432,
-0.45580005645751953,
-0.027995668351650238,
0.3459331691265106,
0.8977218270301819,
-0.24099880456924438,
-0.6172451972961426,
0.02623961679637432,
0.068471759557724,
-0.5377631187438965,
-0.6253751516342163,
-0.44619712233543396,
-0.5802366137504578,
0.4787693917751312,
-0.28924134373664856,
-0.006615226157009602,
0.11648408323526382,
0.6920464038848877,
-0.17875824868679047,
-0.35091325640678406,
0.47365307807922363,
-0.3887709677219391,
-0.3084156811237335,
0.28308433294296265,
-0.39160579442977905,
-0.5518166422843933,
-0.2978912889957428,
-0.2211754471063614,
-0.07662305235862732,
0.03492153808474541,
-5.9405012130737305,
-0.07269610464572906,
-0.5978484749794006,
0.11787934601306915,
-0.56510329246521,
-0.16284164786338806,
0.8029989004135132,
-0.3933545649051666,
0.18031054735183716,
0.006709542591124773,
0.23076023161411285,
0.873474657535553,
-0.07863864302635193,
0.3760947585105896,
0.08600076287984848,
0.06394731253385544,
0.5240001082420349,
-0.03959743306040764,
0.2815849781036377,
0.40871119499206543,
0.19549089670181274,
0.11593253165483475,
0.05866396799683571,
0.2825310528278351,
-0.21090388298034668,
-0.26942703127861023,
-0.5808556079864502,
0.3395775854587555,
-0.19491200149059296,
-0.07456804811954498,
-0.24936819076538086,
-0.37164297699928284,
-0.053234200924634933,
-0.04166547581553459,
0.36614763736724854,
0.34966471791267395,
0.4741312861442566,
0.026075219735503197,
0.0775633230805397,
0.07921816408634186,
0.4255248010158539,
0.5713870525360107,
0.32640331983566284,
0.2763737142086029,
0.2054159790277481,
-0.6112937927246094,
-0.10437654703855515,
0.3633158504962921,
-0.31857597827911377,
1.0214051008224487,
-0.23505133390426636,
-0.37388479709625244,
0.3766065537929535,
0.39994052052497864,
-0.0862119272351265,
-0.26793330907821655,
0.31738224625587463,
-0.016133960336446762,
-0.47659823298454285,
0.3116458058357239,
-0.5279482007026672,
-0.7092397809028625,
0.016238899901509285,
-0.9450623989105225,
0.058676622807979584,
0.028024720028042793,
-0.8123576045036316,
-0.19489111006259918,
0.23039567470550537,
0.02369481697678566,
-0.20043471455574036,
0.27428755164146423,
0.10913063585758209,
-0.45658838748931885,
0.7362676858901978,
-0.5735771656036377,
0.3903904855251312,
-0.11878510564565659,
-0.2979441285133362,
0.46314147114753723,
-0.17879319190979004,
-0.39089077711105347,
-0.10799144208431244,
0.3164503276348114,
0.34543752670288086,
-0.47126543521881104,
0.313710480928421,
-0.18457074463367462,
0.2001929134130478,
0.009219398722052574,
0.5252519249916077,
-0.3755638003349304,
-0.1839648336172104,
0.08633405715227127,
0.5264621376991272,
0.1827561855316162,
0.31126371026039124,
0.4158649742603302,
0.30186352133750916,
-0.35869312286376953,
0.7661141157150269,
-0.39868369698524475,
-0.3952486515045166,
-0.7723076343536377,
-0.024597926065325737,
0.3220500946044922,
0.00023731551482342184,
-0.11739211529493332,
0.7595853805541992,
-0.18417240679264069,
-0.3073025345802307,
-0.15054377913475037,
-0.5901473760604858,
0.3234650492668152,
0.22443462908267975,
-0.1420200914144516,
-0.015746789053082466,
0.034558746963739395,
-0.0076126051135361195,
-0.26441070437431335,
0.0655161663889885,
0.3275385797023773,
0.07479081302881241,
-0.11978839337825775,
0.3006236255168915,
-0.13860343396663666,
-0.0019890782423317432,
0.7645688652992249,
-0.22719953954219818,
-0.18803612887859344,
-0.06446334719657898,
0.34989699721336365,
-0.33014795184135437,
0.16815748810768127,
0.09697611629962921,
-0.4913692772388458,
-0.2071329951286316,
0.17864960432052612,
-0.08502668887376785,
-0.3521975874900818,
0.5294408798217773,
-0.3371908366680145,
-0.13335774838924408,
-0.01926574856042862,
0.5545889735221863,
-0.09289619326591492,
-0.2406255602836609,
-0.23266750574111938,
-0.8202391862869263,
0.4290648400783539,
-0.2561248242855072,
-0.5200838446617126,
0.11743035167455673,
0.054029032588005066,
0.3928912580013275,
0.03088013455271721,
0.2577889561653137,
0.44714751839637756,
0.3950965106487274,
-0.28934478759765625,
0.4049924314022064,
0.6603500247001648,
-0.5549193620681763,
0.048281893134117126,
0.24435818195343018,
0.014427954331040382,
-0.6837765574455261,
-0.1991371512413025,
-0.27522051334381104,
0.6744197010993958,
-0.2774397134780884,
-0.39163443446159363,
-0.4031488597393036,
-0.5815162062644958,
-0.007744306232780218,
-0.0834958404302597,
-0.10674748569726944,
0.18889161944389343,
0.08484479784965515,
-0.21397888660430908,
0.08159494400024414,
-0.2798236310482025,
-0.044956594705581665,
0.3122382164001465,
0.7233103513717651,
0.15567228198051453,
-0.16045165061950684,
-0.08710920810699463,
0.03816140815615654,
-0.023344244807958603,
0.13736212253570557,
0.3281816840171814,
0.21348948776721954,
-0.249798983335495,
-0.11534196138381958,
-0.2591779828071594,
0.1745183914899826,
0.4147416055202484,
-0.15262307226657867,
-0.4146406948566437,
-0.13727757334709167,
0.3323391079902649,
-0.31165578961372375,
0.6748073101043701,
0.2742535471916199,
-0.1866188645362854,
0.3390420377254486,
-0.06804192811250687,
-0.3325396776199341,
-0.06745278090238571,
-0.48009058833122253,
-0.40149080753326416,
0.5118727087974548,
0.43095579743385315,
-0.033420588821172714,
0.03478914126753807,
0.04075034707784653,
-0.08912915736436844,
-0.22217218577861786,
-0.12872324883937836,
0.4108806550502777,
-0.507636547088623,
-0.2816263437271118,
-0.02286277338862419,
-0.3970568776130676,
-0.4664316177368164,
0.4773496687412262,
-0.5240194797515869,
0.316312700510025,
0.6794418692588806,
0.31762903928756714,
-0.2792726159095764,
0.09758779406547546,
0.25294259190559387,
-0.21064436435699463,
-0.03342432528734207,
-0.697632372379303,
0.2547440826892853,
-0.33501937985420227,
0.19303877651691437,
0.4825976490974426,
0.6286214590072632,
-0.10382810980081558,
-0.0839887410402298,
-0.062266215682029724,
0.3713368773460388,
0.4739294946193695,
-0.3543493449687958,
-1.0693767070770264,
0.23349353671073914,
0.005279739387333393,
-0.29380539059638977,
-0.29290494322776794,
-0.20161564648151398,
0.7768154144287109,
0.4361734986305237,
0.11366645246744156,
-0.4417799413204193,
0.15750925242900848,
0.820900559425354,
-0.39504969120025635,
-0.5280705690383911,
-0.13951069116592407,
-0.5120313167572021,
0.036213669925928116,
0.06803112477064133,
-0.2528615891933441,
-1.0249769687652588,
0.27973806858062744,
-0.27752992510795593,
0.12754173576831818,
-0.28202760219573975,
0.5951820611953735,
0.18976245820522308,
-0.2350892275571823,
-0.19007939100265503,
-0.33596140146255493,
0.3763599097728729,
-0.010598421096801758,
0.0876375213265419,
-0.28665003180503845,
-0.46050500869750977,
0.026142224669456482,
-0.34748023748397827,
0.4710734188556671,
0.6429153680801392,
0.18140874803066254,
-0.30384647846221924,
0.15922023355960846,
-0.14419029653072357,
-0.23576785624027252,
0.4945812225341797,
-0.5102244019508362,
0.02276010625064373,
0.07850096374750137,
0.23739667236804962,
0.4020431339740753,
0.17367170751094818,
-0.04001541808247566,
-0.004777788184583187,
0.06847412884235382,
1.150466799736023,
0.5577011108398438,
-1.2915682792663574,
0.40631937980651855,
-0.04474037140607834,
0.06695136427879333,
0.5985656976699829,
-0.00000832301884656772,
-0.010709245689213276,
0.225312739610672,
0.2764783501625061,
0.0831727683544159,
0.14242619276046753,
0.1400294303894043,
-0.06562440097332001,
0.6024736762046814,
0.19867466390132904,
0.8023666143417358,
0.17571790516376495,
-0.13296766579151154,
0.6549535393714905,
0.343860387802124,
-0.2608307898044586,
-0.566853404045105,
0.5950775146484375,
-0.405830055475235,
0.19816148281097412,
0.08183840662240982,
0.21205496788024902,
0.15775546431541443,
0.5587156414985657,
-0.48212236166000366,
0.19404934346675873,
0.1175881177186966,
0.18035933375358582,
0.2961619794368744,
-0.2878735363483429,
-0.054973285645246506,
0.3105260133743286,
0.7064193487167358,
0.2441842406988144,
-0.2133004367351532,
0.23814739286899567,
-0.03981870040297508,
0.5612377524375916,
-0.1425161510705948,
0.1399947851896286,
-0.45631322264671326,
0.4750405550003052,
0.4796026945114136,
-0.3989051580429077,
0.1870911866426468,
0.035108454525470734,
-0.40366998314857483,
-0.2723996937274933,
0.35417699813842773,
-0.27248460054397583,
-0.4041256010532379,
0.17913684248924255,
-0.29279574751853943,
0.6001549363136292,
-0.21534363925457,
0.2065563052892685,
-0.6140466332435608,
0.13407538831233978,
0.9111353754997253,
0.32327863574028015,
-0.03048301301896572,
-0.021276893094182014,
-0.23441582918167114,
0.2976171374320984,
-0.23290997743606567,
0.598804771900177,
0.16459350287914276,
-0.9940399527549744,
0.13366496562957764,
0.27033668756484985,
-0.13787999749183655,
0.1714867651462555,
-0.038530491292476654,
0.1295306384563446,
-0.4666553735733032,
-0.1933760941028595,
-0.0718381404876709,
-0.19192685186862946,
-0.054208699613809586,
0.3136790096759796,
0.1438250094652176,
-0.20561636984348297,
0.12549707293510437,
-0.7575163245201111,
-0.4924625754356384,
0.06148659437894821,
-0.6353164911270142,
-0.23304441571235657,
-0.15116748213768005,
0.721294105052948,
0.0019294403027743101,
0.17241115868091583,
-0.06948885321617126,
0.10907598584890366,
-0.09204934537410736,
0.33864328265190125,
-0.8941513299942017,
0.3939204514026642,
-0.5129212141036987,
0.3157244622707367,
-0.7595334649085999,
-0.20773814618587494,
0.8928324580192566,
0.37865638732910156,
-0.3582002520561218,
-0.047736894339323044,
-0.5073620676994324,
0.0784623846411705,
0.284846693277359,
-0.06425757706165314,
0.29032108187675476,
-0.5796411633491516,
-0.5031788349151611,
-0.4827894866466522,
0.8222091197967529,
-0.09772025793790817,
0.5301883816719055,
-0.17009660601615906,
0.20443180203437805,
0.6978185772895813,
-0.17219308018684387,
0.4625062346458435,
-0.11140675842761993,
-0.020818255841732025,
-0.27712926268577576,
0.8516114950180054,
-0.001616631168872118,
-0.013080312870442867,
-0.287975013256073,
0.5328179001808167,
0.20607849955558777,
-0.19468869268894196,
0.18024154007434845,
-0.43793749809265137,
-0.47499918937683105,
0.20705169439315796,
-0.25706395506858826,
0.2795332372188568,
-0.3481920063495636,
-0.4281243681907654,
-0.25996163487434387,
0.30420830845832825,
0.0204601027071476,
-0.34427016973495483,
0.05219380557537079,
-0.14885695278644562,
-0.34926721453666687,
0.022128265351057053,
-0.18428847193717957,
-0.6451748013496399,
-0.5885406136512756,
-0.08531984686851501
] |
A novel direct-drive planar parallel manipulator for high-speed and high-precision semiconductor packaging systems is presented. High precision kinematics design, significant reduction on moving mass and driving power of the actuators over traditional XY motion stages are the benefits of the proposed manipulator. The mathematical model of the manipulator is obtained using the Newton-Euler method and a practical model-based control design approach is employed to design the PID computed-torque controller. Experimental results demonstrate that the proposed planar parallel manipulator has significant improvements on motion performance in terms of positioning accuracy, settling time and stability when compared with traditional XY stages. This shows that the proposed planar parallel manipulator can provide a superior alternative for replacing traditional XY motion stages in high precision low-payload applications | [
-0.00620826194062829,
0.008077230304479599,
-0.016437385231256485,
0.01510098110884428,
-0.0196829941123724,
-0.010130486451089382,
0.009289151057600975,
-0.026062678545713425,
-0.01141087431460619,
-0.023336637765169144,
-0.015444181859493256,
0.010546257719397545,
-0.0021074488759040833,
0.00473343301564455,
0.024169230833649635,
0.022077355533838272,
-0.01460460014641285,
-0.006378943100571632,
0.00841658003628254,
-0.005907163023948669,
0.009828366339206696,
0.020596355199813843,
0.01119937188923359,
0.00025532394647598267,
-0.025440819561481476,
0.012310714460909367,
-0.0017270403914153576,
-0.021784894168376923,
0.008087698370218277,
-0.002593868412077427,
-0.010723218321800232,
-0.004045163281261921,
0.010510141961276531,
-0.0060922978445887566,
-0.005606397520750761,
0.0004736846312880516,
-0.004776716232299805,
0.02962462790310383,
-0.00008422741666436195,
-0.005342545919120312,
-0.012698994018137455,
-0.004186835139989853,
0.010581757873296738,
-0.014246544800698757,
-0.011480861343443394,
-0.01417388953268528,
0.001707386807538569,
-0.013127902522683144,
0.0009739166125655174,
0.006216760259121656,
-0.007286333944648504,
0.007472580298781395,
-0.012381283566355705,
-0.00920681469142437,
-0.007169896736741066,
-0.03514714539051056,
0.017016416415572166,
0.0012143836356699467,
-0.01151732075959444,
0.007337730377912521,
-0.01718461886048317,
0.007992629893124104,
0.018854252994060516,
-0.002261226996779442,
-0.04417255520820618,
-0.06685484945774078,
0.001272769644856453,
0.016207627952098846,
0.00292386906221509,
0.014174059964716434,
0.00544936116784811,
0.01250515878200531,
-0.005453679710626602,
0.016785595566034317,
0.009056777693331242,
-0.007842706516385078,
-0.014238180592656136,
0.008844220079481602,
-0.0030709942802786827,
-0.007737691048532724,
-0.024095479398965836,
-0.024635039269924164,
0.0002450330648571253,
0.012723531574010849,
-0.015998002141714096,
0.019179347902536392,
-0.0014000869123265147,
0.027358323335647583,
0.014499492943286896,
0.0006958553567528725,
0.03536619246006012,
-0.020361503586173058,
0.019881315529346466,
-0.014404403045773506,
-0.019012805074453354,
-0.0025933491997420788,
0.000015455763787031174,
0.0347897931933403,
-0.012793047353625298,
-0.013884058222174644,
-0.004957405850291252,
0.02683331072330475,
0.013053447008132935,
-0.008436156436800957,
0.007936251349747181,
0.012925252318382263,
-0.02509283274412155,
0.03484275937080383,
0.018248863518238068,
0.007600081153213978,
0.020858613774180412,
0.016948211938142776,
-0.026937037706375122,
0.004870658740401268,
-0.006761747412383556,
0.00027847010642290115,
0.010578741319477558,
0.011040757410228252,
0.011608956381678581,
0.025770241394639015,
0.017948921769857407,
0.007853317074477673,
-0.0025383876636624336,
0.021344467997550964,
0.007098431698977947,
0.0027308159042149782,
0.027784651145339012,
0.01023232564330101,
0.01941295899450779,
0.00876349676400423,
-0.014898819848895073,
0.003783604595810175,
0.022848211228847504,
-0.007967811077833176,
0.01293526403605938,
0.0028348693158477545,
-0.003981494810432196,
-0.024733416736125946,
0.0033912956714630127,
-0.018125256523489952,
0.01778588630259037,
0.007618874777108431,
0.00017180087161250412,
0.019608765840530396,
0.03507216274738312,
0.0011589128989726305,
-0.011120861396193504,
0.00718279741704464,
0.004084356129169464,
0.00441972678527236,
0.011651631444692612,
0.017027191817760468,
-0.0100959911942482,
-0.01368204690515995,
-0.021982785314321518,
0.005295818205922842,
-0.01168736256659031,
-0.023618649691343307,
-0.01869838312268257,
0.012104062363505363,
-0.01744844578206539,
-0.030821027234196663,
0.027968525886535645,
0.00980452261865139,
-0.022880690172314644,
0.00044079264625906944,
-0.02822403982281685,
-0.004929382354021072,
-0.01920376718044281,
0.005783494096249342,
-0.01175052858889103,
0.010155344381928444,
-0.0020448509603738785,
0.005213241092860699,
-0.003985753748565912,
0.006189296487718821,
-0.007018801290541887,
0.009293226525187492,
-0.01689794287085533,
0.06639275699853897,
0.03603677079081535,
-0.004335086327046156,
0.022450974211096764,
-0.012352616526186466,
0.028678620234131813,
-0.024528557434678078,
-0.021346841007471085,
-0.005033996421843767,
-0.009924289770424366,
-0.009954496286809444,
-0.017605062574148178,
-0.005208354908972979,
-0.01996125653386116,
0.014375366270542145,
-0.019068250432610512,
0.003239921759814024,
0.0009690136648714542,
0.0047961692325770855,
0.008592812344431877,
-0.0033296626061201096,
-0.0059518273919820786,
-0.00357888569124043,
0.02398303523659706,
-0.006707331631332636,
0.023742910474538803,
0.01148315891623497,
-0.005921345204114914,
-0.03286569565534592,
0.032736003398895264,
0.019005198031663895,
0.0028851530514657497,
-0.022315019741654396,
-0.001872331602498889,
0.0004888743860647082,
0.004607575945556164,
-0.02158767729997635,
-0.010814658366143703,
-0.016191083937883377,
0.032681696116924286,
-0.006443937309086323,
-0.006141720339655876,
0.016564849764108658,
0.015151373110711575,
0.004352109972387552,
0.0013195646461099386,
0.0042305635288357735,
-0.0062241810373961926,
0.01280190609395504,
0.026005301624536514,
-0.0007091574370861053,
-0.004329863004386425,
0.003049044404178858,
-0.01702333800494671,
0.00044339336454868317,
0.02539050206542015,
-0.0028431974351406097,
0.01348492968827486,
-0.028349556028842926,
0.020522989332675934,
-0.011442646384239197,
-0.01377100870013237,
-0.0030011339113116264,
0.040076106786727905,
0.004693234339356422,
0.024022605270147324,
-0.022120332345366478,
-0.005884498357772827,
-0.0008853127365000546,
0.00942207220941782,
0.02496631070971489,
0.0066965846344828606,
-0.0006197416223585606,
-0.02399546466767788,
-0.006935541983693838,
0.012517985887825489,
-0.014126704074442387,
0.018973074853420258,
0.005569362081587315,
0.02475281059741974,
-0.009336643852293491,
0.006024118512868881,
0.00937182642519474,
0.00026377569884061813,
0.0007466361857950687,
-0.017902016639709473,
0.021785857155919075,
0.014939393848180771,
0.011200319975614548,
-0.021125558763742447,
0.016113437712192535,
0.009456565603613853,
-0.010318825952708721,
-0.007601195015013218,
-0.0809987261891365,
-0.01912277191877365,
0.002084610052406788,
0.012772211804986,
0.004046676680445671,
-0.014897385612130165,
-0.00045833317562937737,
0.02106941118836403,
-0.016682684421539307,
0.02601686492562294,
-0.005959611386060715,
0.025618935003876686,
-0.013575352728366852,
0.02563495561480522,
0.003554869443178177,
-0.008108261972665787,
0.014106187969446182,
0.02627408504486084,
0.012197457253932953,
0.013940514996647835,
-0.01085217297077179,
-0.014084668830037117,
-0.023873470723628998,
-0.00015125051140785217,
-0.01735038310289383,
-0.005281639285385609,
0.00569181889295578,
0.02244560793042183,
0.00107273506000638,
0.011788478121161461,
0.02028062753379345,
-0.014312819577753544,
0.011952728033065796,
-0.015863604843616486,
0.022836636751890182,
-0.010365139693021774,
-0.008956349454820156,
-0.005372201092541218,
-0.007837027311325073,
0.027091439813375473,
0.0027332238387316465,
0.00864364393055439,
-0.003260732861235738,
0.011963884346187115,
-0.00020166323520243168,
0.0074137067422270775,
0.012356430292129517,
-0.02959357760846615,
0.01200760155916214,
-0.012680893763899803,
-0.001075011445209384,
0.001035585766658187,
0.0020133263897150755,
0.01741701364517212,
-0.008853383362293243,
-0.02101370505988598,
-0.03899320587515831,
0.009008875116705894,
-0.0030209668911993504,
-0.010358653962612152,
-0.017167754471302032,
-0.00578529667109251,
0.0027702355291694403,
-0.006349594332277775,
0.004718005657196045,
-0.007262443192303181,
-0.0005506012821570039,
-0.016508761793375015,
-0.008254745975136757,
-0.012659340165555477,
0.05418073385953903,
0.007351081818342209,
0.026513641700148582,
0.003992087207734585,
-0.014697687700390816,
-0.01844809390604496,
-0.020718161016702652,
-0.02479858696460724,
0.043212201446294785,
-0.005502725951373577,
-0.03277672082185745,
0.009457296691834927,
0.005482402630150318,
0.021006597205996513,
-0.003136746119707823,
0.013520688749849796,
0.0007623714627698064,
-0.004235239699482918,
0.0030115898698568344,
-0.009904791601002216,
0.011106726713478565,
0.01484930794686079,
-0.015456846915185452,
0.002097547519952059,
0.00023261457681655884,
0.014027771539986134,
0.015640057623386383,
-0.008100522682070732,
-0.0032405550591647625,
0.00918295793235302,
0.00495944544672966,
-0.007877795025706291,
-0.0003094826824963093,
-0.008228447288274765,
-0.06672278046607971,
0.014866964891552925,
0.0024161876644939184,
0.002999004442244768,
-0.00634156446903944,
-0.009026307612657547,
0.0006522415205836296,
0.013286979869008064,
-0.010884620249271393,
0.0039441389963030815,
0.016589486971497536,
-0.0009398418478667736,
-0.01213753316551447,
0.018439102917909622,
0.07246477901935577,
0.0231914184987545,
-0.004575073253363371,
-0.014840144664049149,
0.0008128602057695389,
-0.005486271344125271,
-0.04269232600927353,
0.0375482402741909,
0.013340468518435955,
0.010297289118170738,
0.012371107935905457,
0.020566266030073166,
-0.00005372590385377407,
-0.0015844185836613178,
-0.009952269494533539,
-0.013928728178143501,
-0.007915005087852478,
0.005690962076187134,
0.012348262593150139,
0.013528741896152496,
0.015541951172053814,
-0.012594101950526237,
0.010086879134178162,
-0.010840417817234993,
0.004934810101985931,
-0.016704123467206955,
0.010342082940042019,
-0.011698595248162746,
-0.015783071517944336,
0.00821351446211338,
-0.01594431698322296,
-0.01306077279150486,
-0.006636384874582291,
0.007799145299941301,
0.009157159365713596,
0.0031662348192185163,
-0.008749844506382942,
-0.02268110401928425,
-0.01742374897003174,
-0.00006221979856491089,
-0.0019386699423193932,
-0.018381334841251373,
0.009790340438485146,
0.01371798850595951,
-0.012444915249943733,
0.015110552310943604,
-0.010116593912243843,
-0.004069281741976738,
-0.015675971284508705,
0.0015668428968638182,
-0.016435977071523666,
0.013000820763409138,
0.01798677071928978,
0.021157782524824142,
0.023159081116318703,
-0.013457500375807285,
-0.0068246484734117985,
-0.0007316262926906347,
0.008808692917227745,
0.013845822773873806,
0.0057504381984472275,
-0.01540229469537735,
0.016383592039346695,
-0.009050687775015831,
-0.011402463540434837,
-0.030370600521564484,
-0.009760711342096329,
-0.02787049673497677,
-0.025829413905739784,
-0.007889673113822937,
0.01078878529369831,
0.01263282261788845,
-0.003899682080373168,
0.022269640117883682,
0.0023945500142872334,
-0.014458726160228252,
-0.01573723368346691,
-0.020077690482139587,
0.008603634312748909,
0.0000606742687523365,
0.00838842149823904,
-0.02274905890226364,
-0.00989619828760624,
0.008079463616013527,
-0.015065688639879227,
0.004199030809104443,
0.013768203556537628,
-0.07494978606700897,
-0.014748185873031616,
0.019942503422498703,
-0.008949102833867073,
0.0022779940627515316,
0.021380485966801643,
-0.012814553454518318,
-0.018853038549423218,
0.026417914777994156,
0.008750330656766891,
-0.0036164098419249058,
-0.006516739260405302,
0.001529795117676258,
-0.012710800394415855,
0.010902922600507736,
-0.004615982063114643,
-0.030531980097293854,
0.016205240041017532,
-0.0019301362335681915,
-0.003423780668526888,
0.005320703610777855,
0.002795555628836155,
-0.018781883642077446,
-0.02209576591849327,
-0.0015177619643509388,
-0.08123527467250824,
-0.02367515116930008,
-0.0013361377641558647,
0.014153177849948406,
0.0037785235326737165,
0.01134539395570755,
0.004270661622285843,
-0.013093605637550354,
-0.01661839336156845,
-0.011550555005669594,
0.013204576447606087,
-0.0017129350453615189,
0.01480147521942854,
0.002759259194135666,
-0.010666178539395332,
-0.005541108548641205,
0.0033915676176548004,
-0.022814808413386345,
0.01072809286415577,
-0.00091134337708354,
0.011980181559920311,
-0.002005903050303459,
-0.012132450938224792,
-0.0034677875228226185,
-0.010142390616238117,
-0.0009223336819559336,
-0.010998780839145184,
0.020656432956457138,
-0.0037768101319670677,
-0.014014903455972672,
0.000397959491237998,
0.004005334340035915,
0.0020735356956720352,
-0.024964477866888046,
-0.00022680964320898056,
-0.006085068918764591,
0.034919459372758865,
0.00970328040421009,
-0.01496604923158884,
-0.021692980080842972,
0.0012294140178710222,
0.04070601984858513,
-0.011994735337793827,
0.005192109849303961,
-0.024674993008375168,
-0.0012779198586940765,
0.0034757668618112803,
-0.004328313749283552,
0.019647344946861267,
-0.01203915849328041,
0.0036500804126262665,
-0.007486715912818909,
0.0022434634156525135,
-0.009624453261494637,
-0.021207088604569435,
-0.007122376933693886,
-0.001838824013248086,
0.018327154219150543,
-0.011324934661388397,
0.00014108058530837297,
-0.004569639451801777,
0.00284542515873909,
-0.011393465101718903,
0.07129723578691483,
-0.021848663687705994,
0.00400866474956274,
0.004652491770684719,
0.00033352046739310026,
0.00206207693554461,
-0.020978281274437904,
-0.011756593361496925,
0.007816850207746029,
-0.017969615757465363,
0.01789247989654541,
-0.0017160836141556501,
-0.019957896322011948,
0.005160269793123007,
0.014129954390227795,
0.01428630854934454,
0.007026756647974253,
-0.0031684068962931633,
0.01769382879137993,
-0.009793585166335106,
-0.008310026489198208,
-0.0026814481243491173,
-0.051430292427539825,
0.018082760274410248,
0.01136285625398159,
-0.0007633124478161335,
0.014472540467977524,
-0.021459946408867836,
-0.01213335432112217,
-0.030755119398236275,
-0.00827705580741167,
-0.011828025802969933,
0.00006840495916549116,
-0.016034230589866638,
0.02521093562245369,
0.0007982347160577774,
-0.02266206219792366,
0.010145069099962711,
-0.005175530910491943,
-0.020048292353749275,
-0.0034684203565120697,
0.01898939162492752,
0.002517680637538433,
0.005119229666888714,
0.01502441056072712,
0.034767623990774155,
0.03718428686261177,
-0.0008203922770917416,
0.006930661853402853,
0.00035075307823717594,
0.0009180199122056365,
-0.013543365523219109,
-0.01250960398465395,
0.0005293460562825203,
-0.0003741788677871227,
-0.02131447196006775,
0.0008342636283487082,
0.007924845442175865,
-0.02033344842493534,
-0.024487938731908798,
0.01674509234726429,
-0.014256292022764683,
-0.008545296266674995,
0.004037514794617891,
0.0017040085513144732,
0.019235486164689064,
-0.004428783431649208,
-0.014332091435790062,
0.02401731349527836,
0.011157389730215073,
-0.007902096025645733,
0.02946806512773037,
0.006361502222716808,
0.03522259742021561,
0.01184364128857851,
0.002511591650545597,
0.005236910656094551,
-0.021338097751140594,
0.03006155416369438,
-0.003170807845890522,
-0.0061937784776091576,
0.007852829992771149,
0.005085964687168598,
-0.024255327880382538,
0.004654557444155216,
0.03980255126953125,
0.007377102505415678,
0.015629978850483894,
0.004652427043765783,
0.00834367424249649,
0.011127430945634842,
-0.006370989605784416,
0.005419429391622543,
0.009382689371705055,
0.00329733919352293,
0.034139588475227356,
0.0011866693384945393,
0.010082712396979332,
0.04748006537556648,
0.012965703383088112,
0.0047644637525081635,
-0.006246601697057486,
-0.0122748464345932,
0.0023771377746015787,
0.0028159094508737326,
0.013588562607765198,
0.009677749127149582,
-0.0010474438313394785,
-0.029100466519594193,
0.008653409779071808,
-0.020814282819628716,
-0.0036877156235277653,
-0.031965114176273346,
0.01885557547211647,
-0.005510847084224224,
-0.015729287639260292,
-0.014588972553610802,
-0.03162200748920441,
0.035290978848934174,
-0.008116603828966618,
-0.005780466832220554,
0.01595158688724041,
0.012062937952578068,
0.008455540053546429,
-0.011756157502532005,
-0.032062873244285583,
-0.012634648010134697,
-0.005424940027296543,
-0.01358534675091505,
-0.011493118479847908,
-0.0036748391576111317,
0.011937150731682777,
0.0069632818922400475,
0.01409241370856762,
0.016456598415970802,
-0.0012182099744677544,
0.004690090194344521,
-0.003558090189471841,
-0.014052627608180046,
-0.0018701937515288591,
-0.002990610897541046,
-0.0042525241151452065,
0.0027361740358173847,
0.0002488824538886547,
0.004740973934531212,
-0.01647389680147171,
0.011344749480485916,
-0.006363058928400278,
0.005920888856053352,
-0.004516316577792168,
-0.005044547375291586,
0.010170566849410534,
0.019616343080997467,
-0.009227320551872253,
-0.025324232876300812,
0.022751586511731148,
0.005606900434941053,
0.008554404601454735,
-0.00478335190564394,
0.005712840706110001,
-0.009664388373494148,
0.0007891352288424969,
0.001934693311341107,
0.01381058618426323,
-0.012974655255675316,
0.010085299611091614,
-0.005041426047682762,
0.01566988416016102,
0.004181136377155781,
-0.013376221060752869,
0.0039811572059988976,
0.016647811979055405,
-0.010563628748059273,
0.02914631925523281,
-0.0019092804286628962,
-0.01981360837817192,
-0.008131888695061207,
-0.0012387309689074755,
0.00017439108341932297,
0.018215399235486984,
0.031169284135103226,
-0.01927197352051735,
-0.000468709971755743,
-0.011898716911673546,
0.00014484580606222153,
-0.017057500779628754,
-0.0019250563345849514,
-0.014558592811226845,
0.006888372823596001,
-0.008022671565413475,
-0.008901705965399742,
0.012718277052044868,
0.0032689636573195457,
0.02051243744790554,
-0.03431030362844467,
-0.0021210587583482265,
0.004093271214514971,
-0.01828595995903015,
0.015772096812725067,
-0.003380454145371914,
0.005150483921170235,
-0.009649161249399185
] | [
-0.10364438593387604,
-0.22207030653953552,
0.5891876220703125,
0.7034574747085571,
-0.009873167611658573,
0.40292227268218994,
-0.7196751236915588,
-0.4731384217739105,
-0.04078010097146034,
-0.4245903491973877,
-0.05525961518287659,
0.6002927422523499,
-0.1997733861207962,
0.3429228365421295,
0.09827756881713867,
0.43497443199157715,
0.4025449752807617,
-0.30332857370376587,
-0.22074849903583527,
-0.504088282585144,
-0.11436605453491211,
-0.3708985447883606,
0.9342533946037292,
0.37510430812835693,
-0.426948219537735,
0.30660367012023926,
0.708327054977417,
0.453071266412735,
-0.16628187894821167,
-0.2422417849302292,
-0.2272702157497406,
0.40830788016319275,
-0.13545815646648407,
-0.8711246848106384,
0.22669482231140137,
-0.0007154743070714176,
0.009095977991819382,
-0.03920980170369148,
-0.0077453372068703175,
-0.5072708129882812,
0.0474507100880146,
-0.08219040930271149,
-0.29179495573043823,
0.31175291538238525,
-0.002129838801920414,
-0.3638902008533478,
-1.382170557975769,
-0.17576107382774353,
-0.806533932685852,
-0.38660919666290283,
-0.2548116445541382,
0.20271500945091248,
0.4726509153842926,
0.3802778124809265,
0.25420787930488586,
0.6556812524795532,
-0.612633228302002,
-0.5899666547775269,
0.5057629942893982,
0.09636110067367554,
-0.4548913836479187,
0.12258104234933853,
-0.29797810316085815,
0.1569143682718277,
-0.07217089086771011,
0.24247059226036072,
0.2815759778022766,
-0.7132259011268616,
-0.5883417725563049,
-0.08450925350189209,
0.3901160657405853,
-0.41095227003097534,
-0.21006642282009125,
0.3907221257686615,
-0.29039156436920166,
-0.6248025894165039,
0.19836290180683136,
-0.028527403250336647,
0.3638835847377777,
-0.014375980943441391,
0.1780727505683899,
0.11195050925016403,
0.6153212785720825,
-0.24110181629657745,
0.6648914813995361,
0.18673405051231384,
-0.30017420649528503,
0.49749085307121277,
-0.757760226726532,
0.35461291670799255,
-0.4336901009082794,
-0.43997013568878174,
-0.008733183145523071,
0.626714289188385,
0.3250681459903717,
-0.0841580331325531,
0.10337688773870468,
0.26229041814804077,
0.2080317586660385,
0.5207617282867432,
0.41906166076660156,
0.02234719693660736,
0.15488050878047943,
-0.4239778518676758,
0.18499912321567535,
-0.7414681911468506,
-1.0623126029968262,
-0.7977955341339111,
-0.5367217063903809,
0.5196635723114014,
-0.8335872292518616,
0.43246620893478394,
0.6548406481742859,
-0.46333029866218567,
0.10559412837028503,
0.03339994698762894,
0.018478425219655037,
-0.4220946133136749,
0.10576240718364716,
0.40068602561950684,
0.16232270002365112,
1.3229845762252808,
0.07794608175754547,
0.3238905370235443,
0.2835717797279358,
0.4270970821380615,
0.4539825916290283,
0.6607886552810669,
-0.6920089721679688,
0.18893425166606903,
0.6401690244674683,
0.8954708576202393,
-0.2752816081047058,
-0.299445241689682,
-0.10046684741973877,
-0.7591842412948608,
-0.019859423860907555,
-0.07964281737804413,
0.04489562287926674,
0.2770090699195862,
-0.48802420496940613,
-0.5657562613487244,
0.1696191281080246,
-0.4006521999835968,
0.32515811920166016,
0.06255600601434708,
0.20964711904525757,
-0.3447226583957672,
-0.6561912894248962,
0.14374442398548126,
-0.4777137339115143,
0.040839146822690964,
-1.0359797477722168,
-0.08744309842586517,
-0.26113995909690857,
0.3901706039905548,
0.03880535438656807,
0.0729580894112587,
-0.07671674340963364,
0.2745760679244995,
0.1485380381345749,
0.027750251814723015,
-0.9769914150238037,
-0.4775964915752411,
-0.44139474630355835,
-0.45233669877052307,
0.7264674305915833,
0.344277024269104,
0.449056476354599,
0.33868974447250366,
-0.1267768293619156,
-0.012371494434773922,
-0.3723709285259247,
-0.558162271976471,
0.1097966656088829,
-0.30255362391471863,
0.49261051416397095,
0.2635675370693207,
0.20457841455936432,
0.23242415487766266,
-0.9837343096733093,
0.13185492157936096,
-0.001951843500137329,
-0.5666178464889526,
-0.19535459578037262,
0.38042211532592773,
0.4493066370487213,
-0.1157139390707016,
0.0366329625248909,
0.12544216215610504,
-0.31052184104919434,
-0.17348510026931763,
0.05547306314110756,
-0.809980034828186,
1.2529102563858032,
0.035057082772254944,
-0.7244486808776855,
1.074450135231018,
-0.07400423288345337,
0.5300872921943665,
-0.4697321355342865,
0.5136487483978271,
0.2936359941959381,
-0.0429626889526844,
-0.5635966062545776,
-0.35700270533561707,
0.20162354409694672,
0.1563223898410797,
-0.35509082674980164,
-0.11739147454500198,
0.8499789237976074,
-0.5377174019813538,
0.19707722961902618,
-0.5376754999160767,
-0.13678643107414246,
-0.14393338561058044,
-0.3551170229911804,
0.3428097069263458,
-0.05324144288897514,
0.36644691228866577,
1.352156400680542,
-0.31706860661506653,
0.1861667037010193,
0.8855366706848145,
-0.03067941404879093,
0.7231635451316833,
0.45990100502967834,
0.32109975814819336,
0.5678970813751221,
-0.02920462004840374,
-0.2814798653125763,
-0.18926185369491577,
0.2678305506706238,
-0.21061371266841888,
-0.33963829278945923,
-0.06301246583461761,
-0.05577133968472481,
-0.5275429487228394,
0.24237938225269318,
0.3742413818836212,
-0.33523866534233093,
0.789523720741272,
-0.5175970792770386,
0.4709739685058594,
0.04949991777539253,
-0.621252715587616,
-0.5039512515068054,
0.06851213425397873,
0.06262664496898651,
-0.4108981192111969,
-0.13884764909744263,
0.38891610503196716,
0.1525101661682129,
-0.5343325138092041,
0.14161525666713715,
0.009055117145180702,
-0.26259344816207886,
-0.5548571348190308,
0.036493346095085144,
0.18463242053985596,
-0.5640497207641602,
0.15969184041023254,
0.13854598999023438,
-0.09834068268537521,
-0.3795067369937897,
-0.3097091317176819,
-0.3616323471069336,
0.108300119638443,
0.26089122891426086,
0.9439281821250916,
0.3599536120891571,
0.10762358456850052,
-0.49267661571502686,
-0.2539959251880646,
-0.014425539411604404,
-0.8009833693504333,
-0.12054908275604248,
0.4989912807941437,
-0.9587690830230713,
-0.6435005068778992,
0.2604602873325348,
0.9766184091567993,
0.6956571340560913,
0.013892123475670815,
-0.8007824420928955,
0.38405853509902954,
0.08176086097955704,
-0.02616509608924389,
-0.7817503809928894,
-0.4492739737033844,
-0.23716555535793304,
0.09496931731700897,
-0.4152222275733948,
-0.08022398501634598,
0.3042946755886078,
0.8188117146492004,
0.05166058987379074,
-0.14461615681648254,
0.5356106162071228,
-0.36584603786468506,
-0.3600521385669708,
0.6010469794273376,
-0.13941055536270142,
-0.11873519420623779,
-0.03173239156603813,
-0.33664366602897644,
-0.33772942423820496,
0.35366547107696533,
-5.578488349914551,
-0.13215205073356628,
-0.8825550675392151,
0.2060803472995758,
0.30806413292884827,
0.10994262993335724,
0.4061950147151947,
-0.013231273740530014,
0.20387311279773712,
-0.27587661147117615,
0.008949216455221176,
0.46071991324424744,
-0.24819475412368774,
0.06716127693653107,
0.4552098512649536,
0.4416483938694,
0.4017793536186218,
0.01902315579354763,
0.526356041431427,
-0.09133171290159225,
0.21098539233207703,
-0.3147397041320801,
-0.5444582104682922,
0.42991799116134644,
0.4248523414134979,
-0.25853511691093445,
-1.1426900625228882,
0.24772275984287262,
-0.6522944569587708,
-0.25673016905784607,
0.05203390121459961,
-0.2932496666908264,
-0.2290806621313095,
-0.21978294849395752,
0.49398672580718994,
0.3676140606403351,
0.5089821219444275,
0.05206574872136116,
0.8436475992202759,
-0.02629384957253933,
0.26806777715682983,
0.2592172920703888,
0.24821887910366058,
0.08172516524791718,
0.4119015038013458,
-0.4899755120277405,
-0.08468513190746307,
0.4660417139530182,
-0.11338131129741669,
0.7866631746292114,
0.13083535432815552,
-0.4173828363418579,
0.8678064346313477,
0.24842919409275055,
-0.21980272233486176,
-0.678851306438446,
0.25308477878570557,
0.5128140449523926,
-0.3439098000526428,
0.4041845202445984,
-0.10547585040330887,
-0.6336566209793091,
-0.4318910837173462,
-0.7741543054580688,
-0.6437210440635681,
0.3354227840900421,
-0.5265170931816101,
-0.48266276717185974,
0.2615604102611542,
-0.034273236989974976,
-0.6216748356819153,
0.2564919590950012,
-0.17748001217842102,
-0.5892651677131653,
0.9031177759170532,
-0.24605344235897064,
0.40094825625419617,
0.10365861654281616,
-0.1979905068874359,
0.18910016119480133,
0.07869244366884232,
-0.609135627746582,
0.11221018433570862,
0.11003001779317856,
0.405036985874176,
-0.2038312554359436,
-0.22485797107219696,
-0.9089264869689941,
-0.06382820755243301,
0.07086938619613647,
0.5695883631706238,
-0.17154984176158905,
0.4478048086166382,
0.30056846141815186,
0.288006991147995,
-0.200593501329422,
0.35149848461151123,
0.20104721188545227,
0.1594664603471756,
-0.33836233615875244,
0.2897762656211853,
0.05467716604471207,
-0.28253841400146484,
-0.5024527907371521,
0.19698196649551392,
0.046763136982917786,
0.04376111179590225,
-0.11902680993080139,
0.13709530234336853,
-0.13878104090690613,
0.11422714591026306,
-0.2731750011444092,
-0.36047813296318054,
-0.0765034407377243,
0.37805405259132385,
-0.08509904146194458,
-0.40396714210510254,
0.2923075556755066,
0.14055834710597992,
-0.2051447331905365,
0.21338936686515808,
-0.15166036784648895,
0.35634902119636536,
0.15934836864471436,
0.5069421529769897,
-0.4155617356300354,
0.11478448659181595,
0.7616901397705078,
-0.05609573796391487,
0.013021556660532951,
0.527442216873169,
0.5657894611358643,
-0.45508718490600586,
-0.05825062096118927,
-0.12297198921442032,
-0.47656118869781494,
-0.5728591084480286,
0.28269532322883606,
-0.03285298869013786,
-0.20490707457065582,
0.24337759613990784,
-0.16732022166252136,
-0.2164509892463684,
-0.30979713797569275,
0.2741701304912567,
0.16111916303634644,
-0.1589854508638382,
0.3397076427936554,
-0.5302863717079163,
0.25429007411003113,
-0.08479180932044983,
-0.2642168700695038,
0.13068215548992157,
-0.11324550211429596,
-0.16397272050380707,
0.1399747133255005,
0.1776425689458847,
0.41566774249076843,
0.36293521523475647,
-0.3692758083343506,
0.6820113658905029,
0.23509952425956726,
-0.5401113629341125,
0.40130797028541565,
-0.11605529487133026,
0.6573778986930847,
-0.640211820602417,
-0.2497149407863617,
-0.008843912743031979,
0.5507062077522278,
0.12763850390911102,
-0.4310036301612854,
-0.519510805606842,
-0.7741029858589172,
0.3523612320423126,
0.17027629911899567,
0.13689158856868744,
0.19462378323078156,
0.07915336638689041,
-0.46007639169692993,
-0.31539005041122437,
-0.5095362067222595,
0.0043990579433739185,
0.4114549458026886,
0.7341361045837402,
-0.18706877529621124,
-0.32061824202537537,
-0.4338066577911377,
-0.6173952221870422,
-0.6879203915596008,
0.13181503117084503,
0.5403898358345032,
0.37136250734329224,
0.35360094904899597,
-0.2227199375629425,
-0.17992694675922394,
0.19138072431087494,
0.5873411893844604,
-0.637593686580658,
-0.4953334331512451,
-0.33910849690437317,
0.7814453840255737,
-0.31474149227142334,
0.9277138113975525,
0.45910340547561646,
-0.3449816405773163,
0.17316484451293945,
0.059686243534088135,
0.3236865699291229,
-0.32306575775146484,
-0.4316035211086273,
-0.4001592993736267,
0.3796895742416382,
-0.001109633594751358,
-0.6530663371086121,
0.23239494860172272,
0.8155154585838318,
-0.31983911991119385,
-0.6610270142555237,
0.38640105724334717,
0.3130095899105072,
-0.46782469749450684,
-0.05000082030892372,
0.059358224272727966,
-0.8984389901161194,
0.08198963850736618,
0.3351108729839325,
-0.5367030501365662,
-0.044409967958927155,
0.41513001918792725,
-0.2911258637905121,
-0.2950131297111511,
-0.10559865832328796,
-0.2822895050048828,
0.05127478018403053,
0.10244698822498322,
-0.6106398701667786,
0.2577640116214752,
-0.8326910734176636,
-0.18445144593715668,
-0.04571094736456871,
0.6683567762374878,
0.07331293076276779,
-0.2351693958044052,
-0.44686079025268555,
0.25643542408943176,
0.4210401475429535,
-0.6631683111190796,
-1.1381667852401733,
0.0838802233338356,
0.5267623066902161,
-0.4109188914299011,
-0.29296985268592834,
-0.06736668944358826,
0.8196105360984802,
0.2938016653060913,
-0.3994828462600708,
-0.6639269590377808,
0.07466016709804535,
0.7301240563392639,
-0.09662189334630966,
-0.12895208597183228,
-0.6125955581665039,
-0.32811492681503296,
-0.17529453337192535,
0.37049850821495056,
0.15965713560581207,
-1.4662810564041138,
0.35177531838417053,
-0.4882203936576843,
-0.026367541402578354,
-0.24089546501636505,
0.18725056946277618,
0.37788113951683044,
0.09506333619356155,
-0.07694129645824432,
-0.04056261107325554,
-0.08958025276660919,
0.3676389753818512,
-0.08917102962732315,
-0.1333322674036026,
0.5216612815856934,
0.22435927391052246,
-0.013002609834074974,
0.18607409298419952,
0.5482966303825378,
0.04157409816980362,
0.08892323821783066,
0.18362413346767426,
0.16010044515132904,
-0.2332547903060913,
0.31696024537086487,
-0.32495006918907166,
0.3354698121547699,
-0.30969297885894775,
0.27213332056999207,
0.43665197491645813,
0.18610773980617523,
-0.027806730940937996,
-0.30658555030822754,
0.17561075091362,
1.0775761604309082,
0.6547636389732361,
-0.9065576195716858,
0.0011094931978732347,
-0.05640937760472298,
0.3667551875114441,
0.5816664099693298,
-0.18150940537452698,
-0.028728513047099113,
0.3852059245109558,
0.13561640679836273,
-0.10884812474250793,
0.5658335089683533,
-0.07925266027450562,
0.04813031852245331,
0.5840542316436768,
0.15684832632541656,
0.10726568847894669,
0.47338148951530457,
0.16411787271499634,
0.5248492360115051,
0.5124353766441345,
-0.29410457611083984,
-0.27052950859069824,
0.09605781733989716,
-0.3620949685573578,
-0.2904338538646698,
0.0033035336527973413,
0.10984636098146439,
0.3382861018180847,
0.17136061191558838,
-0.5317854881286621,
0.5864945650100708,
0.06838255375623703,
0.4091942608356476,
0.1732691377401352,
-0.43201500177383423,
-0.3939816355705261,
-0.10642313212156296,
0.03622279316186905,
0.49795156717300415,
-0.6855886578559875,
0.31032994389533997,
0.3037971556186676,
0.5714711546897888,
0.5848602056503296,
0.08929747343063354,
-0.43953531980514526,
0.5326316356658936,
0.17988626658916473,
-0.1224377229809761,
-0.10318119823932648,
-0.2004997879266739,
-0.34178048372268677,
-0.44705578684806824,
0.5864490270614624,
-0.24984192848205566,
0.25807470083236694,
0.4889145493507385,
0.15245306491851807,
0.7229961156845093,
-0.03652111068367958,
-0.08144567161798477,
-0.5090380907058716,
-0.021755099296569824,
0.49123916029930115,
-0.2016797661781311,
0.014891494065523148,
-0.25200316309928894,
-0.1460142731666565,
0.5553483366966248,
-0.5863692760467529,
0.8324181437492371,
-0.18324722349643707,
-0.6866768002510071,
-0.09015432000160217,
0.1364244818687439,
-0.2441333532333374,
0.2131010740995407,
-0.09452187269926071,
0.2950369715690613,
-0.06402380764484406,
-0.4279652237892151,
0.07390274852514267,
-0.33099809288978577,
0.19668328762054443,
0.23814944922924042,
0.9343942999839783,
-0.1008305549621582,
0.1330438107252121,
-0.5529177188873291,
-0.27556031942367554,
0.0421423465013504,
-0.09276458621025085,
-0.12148834764957428,
-0.75594562292099,
0.6754963397979736,
0.27498680353164673,
0.7113834619522095,
0.1253317892551422,
0.5413881540298462,
0.05585331469774246,
0.7591739296913147,
-0.14134085178375244,
-0.14803390204906464,
-0.4024859368801117,
0.3855670988559723,
-0.8009748458862305,
-0.20440563559532166,
0.5237048864364624,
0.37779751420021057,
-0.15829850733280182,
-0.2736518085002899,
0.05306925252079964,
0.15022598206996918,
0.19010907411575317,
-0.32797232270240784,
0.11543246358633041,
-0.4487137198448181,
-0.5042775869369507,
-0.5325083136558533,
0.5399250388145447,
0.14284853637218475,
0.17398522794246674,
-0.513370156288147,
0.4536053240299225,
0.016896599903702736,
-0.4882590174674988,
0.10335113853216171,
0.11200211197137833,
0.1951630860567093,
-0.19999109208583832,
0.7920354008674622,
-0.13817614316940308,
0.013359840027987957,
-0.09316891431808472,
0.27325868606567383,
-0.06617449223995209,
-0.39470309019088745,
-0.5122692584991455,
0.11838909238576889,
-0.40808218717575073,
0.3153782784938812,
0.03306769207119942,
0.07944726943969727,
-0.623029351234436,
-0.22722096741199493,
-0.754019021987915,
0.5531116127967834,
0.2300790697336197,
-0.5491594672203064,
0.07258671522140503,
-0.21605628728866577,
-0.43433454632759094,
0.2761039733886719,
-0.38426828384399414,
-0.8309345245361328,
-0.5438190698623657,
-0.07775869220495224
] |
Modern Building Management Systems (BMSs) provide limited amount of control to its occupants, and typically allow only the facility manager to set the building policies. BuildingRules let occupants to customise their office spaces using trigger-action programming. In order to accomplish this task, BuildingRules automatically detects conflicts among the policies expressed by the users using a SMT based logic. We tested our system with 23 users across 17 days in a virtual office building, and evaluate the effectiveness and scalability of the system. | [
0.0039137243293225765,
0.014823191799223423,
-0.0039037452079355717,
0.011795027181506157,
0.04181685298681259,
-0.002692362992092967,
0.011091376654803753,
0.008670832961797714,
-0.011422313749790192,
-0.0011772227007895708,
-0.029025893658399582,
0.013346653431653976,
0.016031639650464058,
0.025545688346028328,
0.019750867038965225,
-0.0232129767537117,
-0.007730993442237377,
0.014009960927069187,
0.004363567568361759,
-0.005886692088097334,
-0.014998494647443295,
-0.0003849822096526623,
0.0101014394313097,
-0.022800691425800323,
0.017363805323839188,
0.009129419922828674,
0.001010231557302177,
0.006568503100425005,
0.010960377752780914,
0.02099037542939186,
-0.03617972508072853,
0.001486149849370122,
0.021317722275853157,
-0.03679843619465828,
0.00772035401314497,
-0.013986176811158657,
-0.006181813310831785,
0.0195759329944849,
-0.0036908236797899008,
-0.005963501520454884,
-0.0034723756834864616,
-0.009619041346013546,
0.004268785938620567,
-0.03296004235744476,
-0.009694457985460758,
-0.007941696792840958,
0.000153604632942006,
0.0006574764847755432,
0.006378368474543095,
0.010804275050759315,
-0.017512280493974686,
-0.012270709499716759,
0.001140534644946456,
-0.002881136490032077,
-0.006975684780627489,
-0.01284311804920435,
0.01892714574933052,
-0.012176461517810822,
0.03892163932323456,
0.0009330171160399914,
-0.015055052004754543,
0.02932547777891159,
0.029407622292637825,
-0.04442010819911957,
0.0328608863055706,
-0.06692592054605484,
0.02034064382314682,
-0.005657142028212547,
-0.01776856929063797,
0.00027372126351110637,
0.029115241020917892,
0.010407556779682636,
-0.017024846747517586,
-0.008586651645600796,
0.01741919480264187,
-0.03551921248435974,
-0.019888779148459435,
0.004466938320547342,
0.017966406419873238,
0.03835464268922806,
0.011694354005157948,
0.00959249958395958,
-0.03044402413070202,
0.017284579575061798,
0.0014949605101719499,
0.02753613144159317,
-0.011549506336450577,
-0.012133319862186909,
-0.006024093367159367,
-0.011883589439094067,
-0.010925807058811188,
0.003228080691769719,
0.0030379032250493765,
-0.003541858633980155,
0.0069706737995147705,
-0.00383088574744761,
0.015474643558263779,
0.010016818530857563,
0.004968109540641308,
-0.010924866423010826,
-0.0031770977657288313,
0.013282137922942638,
0.020626652985811234,
-0.005141550675034523,
0.019079796969890594,
0.01316699106246233,
-0.012633704580366611,
0.01578388549387455,
-0.03536771610379219,
0.012174092233181,
-0.006892921403050423,
0.021935241296887398,
-0.003720096778124571,
-0.009390214458107948,
0.02765362150967121,
-0.014414908364415169,
0.02108423411846161,
-0.004562091082334518,
0.016223810613155365,
0.020363349467515945,
-0.006826787255704403,
-0.013506782241165638,
-0.0030290018767118454,
0.008035433478653431,
0.008279161527752876,
0.0026337376330047846,
-0.015631895512342453,
0.014906755648553371,
-0.032977815717458725,
0.008860239759087563,
-0.014560440555214882,
-0.00485115684568882,
-0.00975128449499607,
0.026266491040587425,
0.0028385219629853964,
-0.0048590232618153095,
-0.021779637783765793,
0.001814558869227767,
0.013356850482523441,
0.024172386154532433,
-0.0032478992361575365,
0.006818534806370735,
0.0020846009720116854,
0.006340950261801481,
-0.0015239946078509092,
-0.01951170340180397,
-0.028234707191586494,
-0.008632754907011986,
-0.003410573583096266,
-0.0013911855639889836,
0.006462108809500933,
0.012312964536249638,
-0.015333743765950203,
-0.02065565250813961,
0.02242138981819153,
-0.011843757703900337,
-0.006015286315232515,
-0.007154957856982946,
-0.024907058104872704,
0.008023526519536972,
0.020548135042190552,
-0.0004816039581783116,
0.023413963615894318,
0.007728494703769684,
-0.008814993314445019,
0.012650541961193085,
-0.031763993203639984,
0.002682962454855442,
-0.01727423258125782,
0.0061515579000115395,
-0.008134476840496063,
-0.026700342074036598,
0.00007080718205543235,
0.0005632856045849621,
-0.009569155983626842,
0.007430527359247208,
0.01989586651325226,
0.011579101905226707,
-0.025393983349204063,
0.06685555726289749,
-0.006699761841446161,
0.028665106743574142,
0.0006203062948770821,
-0.038890235126018524,
0.02757524885237217,
0.011074460111558437,
0.003950950223952532,
-0.007887670770287514,
-0.017756184563040733,
-0.0087409233674407,
-0.0014644659822806716,
0.00031400981242768466,
-0.03862423822283745,
0.00005378299465519376,
-0.013054500333964825,
0.004829007666558027,
0.022491807118058205,
-0.006103156134486198,
0.019851073622703552,
-0.011571654118597507,
-0.012849455699324608,
0.022322721779346466,
0.021536458283662796,
0.035061441361904144,
0.014986935071647167,
0.01950056292116642,
-0.018931973725557327,
-0.03495557978749275,
-0.0010958261555060744,
0.01792237162590027,
-0.0019852612167596817,
-0.009918981231749058,
0.00801705103367567,
-0.02097310498356819,
-0.005818114150315523,
0.019596518948674202,
0.0028064309153705835,
-0.0012307072756811976,
0.038949161767959595,
-0.016863197088241577,
-0.007992921397089958,
-0.013527276925742626,
-0.02051457203924656,
-0.013622689992189407,
0.0335567444562912,
0.017147324979305267,
-0.0015261397929862142,
0.012257607653737068,
-0.024450071156024933,
0.0004289113567210734,
0.017636435106396675,
0.014127781614661217,
-0.011483862064778805,
-0.010063258931040764,
0.011290676891803741,
0.015051290392875671,
0.00998392142355442,
-0.0026417069602757692,
0.006077017169445753,
-0.016050562262535095,
0.0008827812853269279,
0.008305799216032028,
-0.0035782901104539633,
0.02122308872640133,
0.01801394857466221,
0.012511758133769035,
-0.019822150468826294,
-0.01285689976066351,
0.034583929926157,
-0.0031147317495197058,
0.005183998961001635,
0.04136010259389877,
-0.015226823277771473,
0.031035060063004494,
-0.023511594161391258,
0.003720851382240653,
-0.015741165727376938,
0.0234592966735363,
0.023895196616649628,
-0.05779213830828667,
-0.004983585327863693,
0.007987570017576218,
-0.004843204282224178,
0.01903476193547249,
-0.014455482363700867,
0.006406845524907112,
0.02036411315202713,
-0.01898983307182789,
-0.010414723306894302,
0.0005858170334249735,
0.0027014678344130516,
-0.00923872273415327,
-0.006314501632004976,
-0.08122526109218597,
-0.02056555077433586,
-0.003892038017511368,
0.038278788328170776,
0.01117700058966875,
-0.020736053586006165,
-0.03233855590224266,
0.007446374278515577,
-0.025627704337239265,
0.002818134380504489,
-0.00861253309994936,
0.00284911273047328,
-0.020573537796735764,
0.009899429976940155,
0.011361795477569103,
-0.011935092508792877,
0.010451104491949081,
-0.027760623022913933,
0.0025320518761873245,
0.015216932632029057,
-0.004557605367153883,
-0.014154529199004173,
0.04577312245965004,
-0.01139668095856905,
-0.034200623631477356,
0.0018550072563812137,
0.03925567865371704,
-0.02018485590815544,
-0.02423882484436035,
0.006011233665049076,
0.00029835052555426955,
-0.007050010375678539,
-0.026672042906284332,
-0.03255090489983559,
-0.004471233580261469,
0.005365222692489624,
0.001050418009981513,
-0.024039486423134804,
-0.0010347496718168259,
0.015932608395814896,
0.018695054575800896,
0.008242134004831314,
0.0010613056365400553,
0.03137247636914253,
-0.006814931053668261,
0.006868796423077583,
0.036926038563251495,
-0.015773199498653412,
0.01839369162917137,
0.01615927368402481,
0.01671660505235195,
-0.009700655937194824,
-0.027497747913002968,
0.007281923666596413,
-0.017010590061545372,
0.008882826194167137,
-0.016049636527895927,
-0.007932131178677082,
-0.012214911170303822,
-0.008357323706150055,
0.030980048701167107,
-0.0043894825503230095,
-0.01085368450731039,
0.046666134148836136,
-0.015605319291353226,
-0.013815008103847504,
0.005130819045007229,
-0.00582170533016324,
-0.012244763784110546,
0.006023874972015619,
0.0015732115134596825,
-0.0023130346089601517,
0.009273406118154526,
0.004224131815135479,
-0.02341270074248314,
-0.017433898523449898,
-0.010396670550107956,
0.011986262165009975,
0.002132528694346547,
-0.00006311818287940696,
0.03908707946538925,
0.014938940294086933,
0.0071700019761919975,
0.006995378062129021,
0.0017192368395626545,
-0.012145455926656723,
0.005119401030242443,
-0.0306242723017931,
0.014025047421455383,
-0.012084034271538258,
-0.0022583692334592342,
0.028691846877336502,
-0.005322755314409733,
0.004833742044866085,
-0.012763950042426586,
0.015323879197239876,
0.0061343964189291,
0.015223801136016846,
0.001208350877277553,
0.01170781347900629,
-0.0296019297093153,
0.0012276999186724424,
-0.023768575862050056,
-0.01687765307724476,
-0.018780093640089035,
0.00847302284091711,
0.0022992638405412436,
-0.021125998347997665,
-0.00006898584251757711,
-0.012276235967874527,
-0.008307421579957008,
0.02082216553390026,
-0.010437310673296452,
-0.0022957755718380213,
0.01325794868171215,
0.016329284757375717,
-0.013828751631081104,
0.019075114279985428,
0.07229512184858322,
-0.009923920035362244,
0.00813837256282568,
-0.00728905713185668,
0.007470353506505489,
-0.01598985120654106,
0.0008439596858806908,
-0.010633409023284912,
0.02154383808374405,
-0.019360827282071114,
0.012461047619581223,
-0.005510910414159298,
0.031273242086172104,
0.007665837183594704,
-0.017401302233338356,
0.025710448622703552,
-0.005230197682976723,
-0.007854181341826916,
-0.04805001989006996,
0.011472691781818867,
0.009830347262322903,
-0.01460079476237297,
0.001988059375435114,
0.012104733847081661,
0.0035479157231748104,
-0.018848728388547897,
-0.05467258393764496,
-0.015322393737733364,
0.015225853770971298,
0.007748345844447613,
0.014178359881043434,
-0.0032757394947111607,
-0.005467462819069624,
-0.02173340879380703,
-0.015356263145804405,
-0.004075353965163231,
0.009911640547215939,
0.029580438509583473,
-0.006295268423855305,
0.008012054488062859,
-0.007221924141049385,
-0.024287225678563118,
0.002541450085118413,
0.02594146318733692,
-0.02935454435646534,
-0.01250515691936016,
-0.0017978620016947389,
-0.005127438344061375,
-0.0031837266869843006,
0.003165996866300702,
-0.016932237893342972,
0.029166918247938156,
0.011954902671277523,
0.02779952809214592,
-0.009253696538507938,
0.01468979474157095,
0.007543898653239012,
-0.010206591337919235,
-0.0028022397309541702,
0.0035942329559475183,
0.015851305797696114,
0.02232690155506134,
-0.016470953822135925,
0.004272542893886566,
-0.011873608455061913,
-0.017188433557748795,
0.02162330597639084,
0.0036910558119416237,
0.0020423484966158867,
-0.00626755366101861,
0.030296675860881805,
0.007925703190267086,
-0.0027215941809117794,
0.017912646755576134,
-0.027000896632671356,
0.005728765856474638,
-0.013235680758953094,
0.01146709080785513,
-0.002080321777611971,
0.012751049362123013,
0.0012799396645277739,
-0.0050123571418225765,
0.010185721330344677,
-0.006867771036922932,
0.02633586712181568,
0.0019877119921147823,
0.0299746785312891,
-0.07400957494974136,
0.0007367483922280371,
-0.007866981439292431,
-0.00707038352265954,
0.021166188642382622,
0.008713755756616592,
-0.012036377564072609,
0.019583798944950104,
0.03308039903640747,
-0.015109502710402012,
0.0006361998384818435,
0.016970783472061157,
-0.02573980763554573,
0.014938619919121265,
0.008275041356682777,
0.020920071750879288,
0.004789476748555899,
-0.014335843734443188,
-0.008519320748746395,
0.019286302849650383,
0.007823831401765347,
0.01306542195379734,
0.001508516725152731,
0.005509642884135246,
0.017342589795589447,
-0.08101088553667068,
0.012907336466014385,
-0.00663305027410388,
-0.0004337304562795907,
0.0041045802645385265,
-0.0017448982689529657,
0.027136238291859627,
-0.016679992899298668,
-0.030053608119487762,
-0.013279112987220287,
-0.021460603922605515,
-0.011126476339995861,
-0.01716916635632515,
-0.006121611222624779,
0.03785058110952377,
-0.006944921799004078,
0.021390248090028763,
0.033715005964040756,
-0.003975121304392815,
-0.011097414419054985,
0.011301280930638313,
-0.012105441652238369,
-0.01120781060308218,
0.01338649820536375,
-0.020913714542984962,
-0.00570087181404233,
0.038062356412410736,
0.0062095047906041145,
0.011982019990682602,
0.03188273683190346,
0.009962848387658596,
0.012054371647536755,
0.004189377184957266,
-0.0036202394403517246,
-0.008059129118919373,
-0.013191447593271732,
-0.021365944296121597,
0.005375380627810955,
0.02602333016693592,
-0.01059115119278431,
-0.016047637909650803,
0.02102527767419815,
0.0023850705474615097,
0.004564575385302305,
0.0025099609047174454,
-0.027619723230600357,
0.01023179478943348,
0.001068312325514853,
0.01938016526401043,
0.01229003258049488,
0.0037542185746133327,
0.024769747629761696,
0.01666843704879284,
-0.004226397257298231,
0.01681266352534294,
0.007340223994106054,
-0.007920080795884132,
0.03188962861895561,
0.003196094650775194,
0.013919864781200886,
-0.016345128417015076,
0.02426944300532341,
-0.004069038666784763,
0.07205484807491302,
-0.022136414423584938,
0.008014711551368237,
-0.0025867619551718235,
0.013279847800731659,
0.0022214583586901426,
0.02243846468627453,
0.00681296456605196,
-0.004889518488198519,
0.0022423218470066786,
-0.014907204546034336,
-0.018986867740750313,
0.010112999007105827,
0.01733190007507801,
0.014690238051116467,
0.002631277311593294,
-0.007301840931177139,
-0.01059688813984394,
0.0033535482361912727,
0.004712291993200779,
0.034482650458812714,
0.0009208729607053101,
-0.003928713500499725,
-0.010879403911530972,
0.006859736517071724,
-0.0014699638122692704,
-0.020588384941220284,
0.02082907035946846,
-0.03117113746702671,
-0.003270067973062396,
-0.005651064217090607,
0.011983197182416916,
0.009427854791283607,
-0.017087431624531746,
0.001527916407212615,
0.014244397170841694,
0.009059061296284199,
0.0029956456273794174,
0.001261265599168837,
0.019777730107307434,
0.022668583318591118,
0.02688898891210556,
0.00009540282189846039,
0.011825601570308208,
-0.0031226328574121,
0.021998364478349686,
0.003237180644646287,
-0.011180249974131584,
0.012703273445367813,
0.012327137403190136,
0.015425301156938076,
-0.008342779241502285,
0.009737343527376652,
-0.021554775536060333,
-0.0005197065183892846,
-0.0029986377339810133,
-0.021487394347786903,
-0.0052139344625175,
-0.028235627338290215,
0.0029958724044263363,
-0.007896851748228073,
-0.006294711492955685,
-0.008933725766837597,
0.01214217022061348,
0.007776611018925905,
0.012183068320155144,
-0.015057651326060295,
-0.019500629976391792,
0.03076675720512867,
0.015993282198905945,
-0.01689234934747219,
0.021641287952661514,
0.0052270288579165936,
-0.025747857987880707,
-0.007343614473938942,
0.025913363322615623,
-0.008678692393004894,
-0.014719036407768726,
0.008382704108953476,
-0.013379445299506187,
-0.014205622486770153,
-0.029295381158590317,
0.001592266489751637,
-0.011279315687716007,
-0.01177302747964859,
0.02528964914381504,
0.0007647552993148565,
-0.0015204389346763492,
-0.00675829267129302,
0.013069355860352516,
0.0005764077650383115,
-0.010031665675342083,
0.0038144784048199654,
-0.00862477533519268,
0.00678891409188509,
0.03393218666315079,
0.02053849771618843,
0.017631366848945618,
-0.014316562563180923,
-0.0003407969488762319,
-0.008925741538405418,
-0.006596152205020189,
0.008166479878127575,
0.023639658465981483,
0.0021500959992408752,
-0.01589069701731205,
0.017994049936532974,
0.000029914734113845043,
-0.0024064674507826567,
-0.0016346244374290109,
-0.02752251736819744,
0.012446853332221508,
0.0028606392443180084,
0.009674531407654285,
-0.029038548469543457,
-0.01671329140663147,
0.0014307564124464989,
0.009694181382656097,
0.0214556772261858,
-0.0045354426838457584,
0.04970056936144829,
0.010895240120589733,
-0.0172419436275959,
0.020077813416719437,
0.010016893036663532,
0.0008408462745137513,
-0.006130272056907415,
0.010629689320921898,
-0.03520803526043892,
0.0003214122843928635,
0.011708897538483143,
-0.011888649314641953,
-0.025069450959563255,
0.00591819453984499,
-0.017699526622891426,
0.00966094434261322,
0.004291780758649111,
0.01318835187703371,
0.000533919082954526,
-0.0014299707254394889,
0.0060927774757146835,
-0.010078764520585537,
0.014659816399216652,
-0.0011730105616152287,
0.00844822358340025,
-0.01687674969434738,
0.016259603202342987,
-0.011445212177932262,
0.008711413480341434,
-0.00770136434584856,
-0.005522986873984337,
0.011869505979120731,
0.015913881361484528,
-0.004076328594237566,
-0.020679041743278503,
0.01850496232509613,
-0.0024762521497905254,
-0.026547450572252274,
0.0006090696551837027,
0.0010793019318953156,
-0.023958101868629456,
0.009843459352850914,
-0.027008194476366043,
-0.001228391076438129,
0.0021524832118302584,
-0.00582153582945466,
0.03011251986026764,
0.020040176808834076,
-0.012506158091127872,
-0.003449904266744852,
0.02808482013642788,
-0.02347860299050808,
-0.017803918570280075,
-0.004418566357344389,
-0.010035302489995956,
-0.013104735873639584,
-0.026243356987833977,
-0.009721774607896805,
-0.004692842252552509,
0.02435801364481449,
0.01632479391992092,
-0.0056159342639148235,
0.0003738060768228024,
-0.011877072043716908,
-0.0006704621482640505,
-0.017491672188043594,
-0.019764255732297897,
0.010437273420393467,
0.005574031267315149,
-0.01804441772401333,
0.003024087054654956,
0.005139403510838747,
-0.013539846986532211,
-0.004616835154592991,
0.026876745745539665,
-0.004775650799274445,
0.002062226412817836,
-0.0028514303267002106,
-0.006341580767184496,
-0.007700399029999971,
0.004176529124379158,
-0.014758145436644554
] | [
0.41367095708847046,
0.2997831106185913,
0.428470641374588,
-0.004080068785697222,
0.37871891260147095,
0.011905508115887642,
0.5336485505104065,
-0.34627047181129456,
-0.09281940758228302,
-0.3939809203147888,
-0.6369531154632568,
0.3866685628890991,
-0.02116306498646736,
-0.01093239150941372,
-0.38380733132362366,
0.40558192133903503,
0.7275204658508301,
-0.10498859733343124,
-0.06695728003978729,
0.38588064908981323,
-0.29872581362724304,
-0.323060542345047,
0.3189656734466553,
-0.3656546175479889,
-0.06038620322942734,
0.1897093951702118,
0.6694554686546326,
0.2567020356655121,
-0.5527820587158203,
-0.13480980694293976,
0.28913599252700806,
0.3396926820278168,
-0.06655410677194595,
-0.4630068242549896,
0.3769005537033081,
-0.22729206085205078,
-0.21533825993537903,
0.13892798125743866,
-0.4520590901374817,
-0.8786344528198242,
-0.08153779804706573,
0.06315851211547852,
0.1493777185678482,
0.313865602016449,
-0.6267923712730408,
-0.1847674548625946,
-1.4477121829986572,
-0.4173803925514221,
-0.8541561365127563,
-0.07635635137557983,
-0.462749719619751,
0.36225080490112305,
0.1542872190475464,
-0.0468926727771759,
0.00026217487175017595,
-0.00934614147990942,
-0.22028571367263794,
-0.3032965064048767,
0.07093029469251633,
-0.26451656222343445,
0.35765862464904785,
-0.26887115836143494,
-0.3730590045452118,
0.4831155240535736,
0.10973649471998215,
0.056894153356552124,
-0.033184148371219635,
-0.5368049144744873,
-0.0821242555975914,
0.5378379821777344,
-0.3372269868850708,
-0.026563769206404686,
-0.27929240465164185,
0.02278640680015087,
-0.7617656588554382,
0.29813066124916077,
0.2720682919025421,
-0.21581479907035828,
-0.28438955545425415,
-0.09339037537574768,
-0.31956395506858826,
0.5502063632011414,
0.3970412015914917,
-0.414135605096817,
0.8415104150772095,
-0.010930364951491356,
-0.2126222848892212,
0.4990754723548889,
-0.19424763321876526,
0.5649471879005432,
0.40507808327674866,
-0.4983782172203064,
0.5428343415260315,
0.4385392367839813,
0.33790385723114014,
0.10833793133497238,
-0.007776100654155016,
0.019260386005043983,
0.4200167655944824,
0.49878668785095215,
-0.07629695534706116,
0.30783960223197937,
-0.12947258353233337,
0.2000781148672104,
0.19382525980472565,
-0.4025481343269348,
-0.5048540234565735,
-0.3269144892692566,
-0.5384270548820496,
0.20895926654338837,
-0.712725043296814,
0.12987205386161804,
-0.005405341275036335,
-0.05596490949392319,
-0.12298381328582764,
0.09122209995985031,
0.4120522737503052,
0.3103286325931549,
0.06978138536214828,
0.2589520514011383,
0.366811066865921,
0.81383216381073,
0.017995452508330345,
0.04138776659965515,
0.09733906388282776,
-0.2641165852546692,
0.4990956783294678,
0.23155593872070312,
-0.6328288912773132,
-0.029308581724762917,
0.1827966570854187,
0.5707903504371643,
0.03354908898472786,
0.028199423104524612,
-0.31880292296409607,
-0.17266400158405304,
0.402791291475296,
0.3233707547187805,
0.4381260573863983,
0.3542061150074005,
-0.05742436647415161,
-0.20854467153549194,
-0.02085321582853794,
0.13345786929130554,
0.1037803366780281,
-0.2652018666267395,
0.6195856928825378,
-0.5185518264770508,
-0.4134916663169861,
0.2190990298986435,
0.04866490513086319,
0.36291298270225525,
-0.5042833685874939,
0.07315756380558014,
-0.10630346834659576,
0.6744096279144287,
-0.030697893351316452,
-0.23991268873214722,
-0.5113948583602905,
-0.16567324101924896,
-0.26418229937553406,
0.4228610396385193,
-0.614696741104126,
0.06320039927959442,
0.4555607736110687,
-0.3022250235080719,
0.005521371960639954,
0.2717815041542053,
0.3196440041065216,
0.13674570620059967,
-0.11988791823387146,
-0.08103491365909576,
-0.27055320143699646,
-0.14771771430969238,
-0.3283631205558777,
0.2867009937763214,
0.6660458445549011,
0.2743583023548126,
0.3793139159679413,
0.19275370240211487,
-0.4713599979877472,
-0.062324218451976776,
0.46190145611763,
0.07136332988739014,
0.6762923002243042,
0.14649862051010132,
0.3811776041984558,
-0.27253419160842896,
-0.004613738041371107,
-0.436318039894104,
-0.2880628705024719,
-0.2063094973564148,
0.640117883682251,
-0.5012615919113159,
0.5462425351142883,
-0.16353927552700043,
-0.14666369557380676,
1.0135540962219238,
-0.18640205264091492,
0.009003839455544949,
0.4629843533039093,
0.1519373655319214,
0.05787215381860733,
-0.12653760612010956,
-0.09388299286365509,
-0.27403315901756287,
0.15019582211971283,
0.1385173350572586,
-0.40909868478775024,
0.007111649494618177,
0.3940282464027405,
-0.6850995421409607,
0.14088937640190125,
-0.12241984903812408,
0.2718486785888672,
0.1406504064798355,
-0.3785555064678192,
0.34077340364456177,
0.3377757966518402,
-0.2862614095211029,
1.340518832206726,
-0.06394883990287781,
-0.15877246856689453,
0.813377857208252,
-0.44394180178642273,
-0.24034547805786133,
0.2814953923225403,
-0.11737120151519775,
1.1220695972442627,
-0.8287522196769714,
0.1510506123304367,
-0.27177971601486206,
0.19224664568901062,
-0.614336371421814,
-0.05702453851699829,
0.2179316133260727,
-0.18430426716804504,
-0.22953180968761444,
0.19180600345134735,
-0.3336893916130066,
-0.33721205592155457,
-0.2827412188053131,
-0.5379437208175659,
0.300167977809906,
0.15206819772720337,
-0.162005215883255,
-0.03936699405312538,
0.36887362599372864,
-0.780967652797699,
0.23616141080856323,
0.22153598070144653,
0.09496224671602249,
0.3641311526298523,
-0.410137802362442,
-0.1438778191804886,
-0.07512976974248886,
-0.3456025719642639,
-0.02815607562661171,
-0.146501824259758,
-0.049842674285173416,
-0.3535556495189667,
-0.09431903809309006,
0.04182184487581253,
0.2660478949546814,
0.10211562365293503,
-0.6698892712593079,
-0.06704134494066238,
-0.25798097252845764,
0.25426313281059265,
0.5337145924568176,
0.23692680895328522,
-0.09969595819711685,
-0.5888728499412537,
0.02623223513364792,
0.0872034952044487,
-0.9207761883735657,
0.47300294041633606,
0.03801925107836723,
-0.16569934785366058,
-0.1453532874584198,
0.46749258041381836,
0.5045667290687561,
0.8162314295768738,
-0.8812713027000427,
0.42355144023895264,
-0.3676482141017914,
0.19825032353401184,
-0.3745262920856476,
-0.3998720049858093,
0.013186130672693253,
-0.18189741671085358,
0.10774793475866318,
-0.199048712849617,
-0.1969449669122696,
0.48460766673088074,
0.7500103712081909,
-0.22198760509490967,
-0.017045440152287483,
0.4445588290691376,
-0.029097190126776695,
0.10776359587907791,
0.20366564393043518,
0.03586554527282715,
-0.0649043396115303,
-0.06697873771190643,
-0.35931241512298584,
-0.5309945940971375,
-0.13871371746063232,
-5.9759521484375,
-0.16039055585861206,
-0.0869903713464737,
-0.3669269382953644,
-0.10779663920402527,
0.22253791987895966,
0.6201478838920593,
-0.015266137197613716,
-0.14886297285556793,
-0.21535949409008026,
-0.12909013032913208,
-0.042053110897541046,
0.40334197878837585,
0.3744366466999054,
0.5079923272132874,
0.3172924518585205,
0.4923661947250366,
-0.10635017603635788,
-0.01963132619857788,
0.04886919632554054,
-0.035867054015398026,
-0.493932843208313,
0.23808401823043823,
0.20047391951084137,
0.1382618099451065,
-0.03798120468854904,
-0.7013745903968811,
0.15148045122623444,
-0.17258626222610474,
-0.34275388717651367,
0.11140801757574081,
-0.27963873744010925,
-0.8758637309074402,
-0.008110764436423779,
0.34610673785209656,
0.4595743417739868,
0.17728190124034882,
-0.06822141259908676,
0.07585154473781586,
-0.5470317006111145,
0.62461256980896,
0.5481189489364624,
0.13391560316085815,
0.27957117557525635,
-0.026218460872769356,
-0.07258981466293335,
-0.2903241217136383,
-0.2081504911184311,
-0.6345816850662231,
0.5985224843025208,
-0.19699595868587494,
0.3861622214317322,
0.8402102589607239,
-0.11158956587314606,
-0.33577999472618103,
-0.17347371578216553,
0.5143048167228699,
0.1500461846590042,
-0.3225857615470886,
0.3039861023426056,
-0.24098113179206848,
-0.4651472568511963,
-0.005196255631744862,
-0.891769528388977,
0.44734588265419006,
-0.22309713065624237,
-0.9765048027038574,
-0.4565686285495758,
0.3704541027545929,
0.09505168348550797,
-0.4056052267551422,
-0.0742916613817215,
0.3003961741924286,
-0.8432821035385132,
0.5797792673110962,
-0.2975001633167267,
0.5247756242752075,
-0.2661348283290863,
0.5435972809791565,
-0.0925939530134201,
0.1932094842195511,
-0.18041667342185974,
-0.23051325976848602,
-0.5560450553894043,
-0.10001281648874283,
-0.3900584876537323,
-0.05112939327955246,
0.44861477613449097,
-0.15139761567115784,
0.006381158716976643,
0.7024407386779785,
-0.13842397928237915,
0.2850804328918457,
0.08128701150417328,
1.0003421306610107,
0.25355830788612366,
0.27236443758010864,
0.022694846615195274,
0.742703378200531,
-0.4252942204475403,
0.45416760444641113,
-0.32822105288505554,
-0.15970024466514587,
-0.9606568217277527,
-0.06946679949760437,
0.2171863615512848,
-0.9740568399429321,
0.3974039852619171,
0.46209797263145447,
-0.17964015901088715,
-0.14275212585926056,
0.23058629035949707,
-0.1929783970117569,
-0.29975786805152893,
0.49540090560913086,
0.16189219057559967,
-0.49728924036026,
0.4549909830093384,
-0.014497552998363972,
-0.20677542686462402,
-0.3264610469341278,
0.13509073853492737,
0.09546594321727753,
-0.06547163426876068,
0.005806483328342438,
0.05677603557705879,
0.1317296326160431,
0.2376769781112671,
-0.08275692909955978,
0.07494393736124039,
0.4367087185382843,
0.6696270108222961,
-0.2201748788356781,
-0.03530553728342056,
0.21598485112190247,
-0.04084096476435661,
0.08468907326459885,
0.11136756837368011,
-0.1625918298959732,
-0.3928734362125397,
0.06521189957857132,
-0.20861582458019257,
0.6535341739654541,
0.26952236890792847,
0.725441575050354,
-0.28535228967666626,
-0.10203655064105988,
0.21601571142673492,
0.26702460646629333,
-0.030039073899388313,
-0.18776172399520874,
-0.3400125205516815,
0.11561313271522522,
-0.5355081558227539,
-0.20684649050235748,
0.11967681348323822,
0.3628847599029541,
0.09352748841047287,
0.4768747091293335,
-0.7145585417747498,
0.4308913052082062,
0.2248557060956955,
-1.2784497737884521,
0.05834861472249031,
0.2292814552783966,
-0.05539684742689133,
-0.1517399549484253,
0.3163794279098511,
-0.25595125555992126,
0.5544339418411255,
0.19007337093353271,
-0.6525406837463379,
-0.782310962677002,
-0.48057785630226135,
-0.16881367564201355,
-0.014539611525833607,
-0.04067743569612503,
0.19969698786735535,
-0.0070675392635166645,
0.05854858458042145,
-0.2069721519947052,
-0.38510042428970337,
-0.12943445146083832,
0.053486112505197525,
0.23343349993228912,
-0.4924454391002655,
0.05053355172276497,
-0.04339480400085449,
-0.3273019790649414,
-0.6813317537307739,
0.49911797046661377,
-0.05194916948676109,
0.791131317615509,
-0.05872800201177597,
0.293815016746521,
-0.4585164785385132,
0.6130608916282654,
0.3274199962615967,
-0.27114957571029663,
-0.3937065601348877,
-0.14677922427654266,
0.14620532095432281,
-0.9684301614761353,
0.36950013041496277,
0.5207463502883911,
-0.31117337942123413,
0.5092360377311707,
-0.2843160331249237,
-0.03356863185763359,
-0.15777085721492767,
-0.7514472007751465,
-0.04311108961701393,
-0.697155773639679,
0.0473300963640213,
-0.6718783974647522,
-0.5369490385055542,
0.09257224202156067,
-0.4534350335597992,
-0.7113962769508362,
0.11618755012750626,
-0.06065134331583977,
-0.24804481863975525,
-0.028379520401358604,
0.07664769887924194,
-0.3052349388599396,
-0.12527558207511902,
0.3692404329776764,
-0.2572609484195709,
-0.32515206933021545,
-0.2672885060310364,
0.012086770497262478,
0.18321891129016876,
0.29868921637535095,
-0.15559770166873932,
-0.46087414026260376,
-0.2143852263689041,
-0.3736557066440582,
-0.09264500439167023,
-0.2571052312850952,
0.33376070857048035,
-0.6211552619934082,
0.6593795418739319,
-0.17222455143928528,
-0.4195048213005066,
0.10091704875230789,
0.134562149643898,
0.2612760663032532,
-0.4828956127166748,
-0.6953429579734802,
-0.1216626912355423,
0.3838499188423157,
-0.2954007387161255,
-0.10009700059890747,
0.3034977614879608,
0.564240038394928,
-0.05970875173807144,
-0.16613058745861053,
-0.5380141139030457,
0.4653472304344177,
0.18208196759223938,
-0.30320239067077637,
-0.42770907282829285,
0.0005239221500232816,
-0.05962558090686798,
0.2661134600639343,
0.1230553388595581,
-0.1176699697971344,
-0.5699203014373779,
0.06909932941198349,
-0.8993662595748901,
0.20451071858406067,
-0.10809642821550369,
0.4866001605987549,
0.06309229880571365,
0.7774679064750671,
-0.6015958189964294,
-0.2921379506587982,
-0.0844259262084961,
0.08742692321538925,
0.2817927598953247,
-0.1904342770576477,
-0.01687369868159294,
0.12861423194408417,
-0.48423391580581665,
0.619814395904541,
-0.3454708755016327,
0.26272934675216675,
-0.18228010833263397,
-0.6762871742248535,
-0.5207211971282959,
-0.229049950838089,
0.03286464884877205,
-0.3110935389995575,
0.1594579815864563,
-0.43005862832069397,
0.27538836002349854,
0.13856135308742523,
0.21125108003616333,
0.030998533591628075,
0.2580544054508209,
-0.16456203162670135,
0.3862033486366272,
0.5182939171791077,
-0.4113767445087433,
0.5301069021224976,
0.28699085116386414,
0.2512391209602356,
-0.31675583124160767,
-0.14258433878421783,
-0.32441359758377075,
-0.5297616720199585,
-0.026416687294840813,
0.22463077306747437,
0.7309892177581787,
-0.7156966328620911,
-0.32206204533576965,
0.10720111429691315,
-0.23713403940200806,
0.6256729364395142,
0.3469993472099304,
0.3710561692714691,
0.18719686567783356,
0.6633362770080566,
-0.3128833770751953,
0.024946920573711395,
0.6178910732269287,
-0.19564655423164368,
-0.2139606922864914,
0.031643833965063095,
0.022362910211086273,
0.6165474057197571,
0.7479477524757385,
0.05223849415779114,
0.11290363222360611,
0.040545132011175156,
0.11216580867767334,
-0.020076466724276543,
-0.17953312397003174,
-0.33212631940841675,
-0.01750108413398266,
0.5579798817634583,
0.15741032361984253,
-0.08497413992881775,
0.3360571563243866,
-0.21648888289928436,
0.22162292897701263,
0.3906077742576599,
0.6143941879272461,
-0.5135447978973389,
0.7094078063964844,
-0.18267953395843506,
-0.06512269377708435,
0.4173259735107422,
0.25774872303009033,
-0.3258839249610901,
-0.6889134049415588,
0.9009944200515747,
-0.052409857511520386,
0.27808284759521484,
0.06789671629667282,
0.031212663277983665,
0.4293135106563568,
-0.24725084006786346,
0.20848721265792847,
-0.36830878257751465,
-0.16843359172344208,
0.7737229466438293,
0.12582401931285858,
0.21837306022644043,
0.26984477043151855,
0.15500032901763916,
0.6940199136734009,
-0.4782566726207733,
0.787145733833313,
-0.046670589596033096,
-0.5422589182853699,
0.4950792193412781,
-0.0019890174735337496,
0.171987846493721,
-0.147100031375885,
0.3747420012950897,
0.246065154671669,
0.04904010146856308,
-0.5589525103569031,
-0.04140584170818329,
-0.09968145191669464,
-0.17458727955818176,
0.10593343526124954,
0.10857271403074265,
0.03071322850883007,
-0.2498607337474823,
-0.44426676630973816,
-0.21425852179527283,
0.020230082795023918,
0.09554337710142136,
0.23720158636569977,
-0.12591871619224548,
0.592137336730957,
0.6678217053413391,
0.11665164679288864,
0.04468159377574921,
0.10769696533679962,
-0.05631386488676071,
0.027232378721237183,
-0.37463533878326416,
0.21737037599086761,
-0.15247370302677155,
-0.010615394450724125,
-0.5456324219703674,
0.517957866191864,
0.2647273540496826,
0.04994189739227295,
0.05362038314342499,
0.18872416019439697,
-0.3913743793964386,
0.2773701548576355,
0.4610998332500458,
-0.06114201620221138,
0.12633587419986725,
-0.309434711933136,
-0.11000646650791168,
-0.42428603768348694,
0.4889225661754608,
-0.28413695096969604,
0.15306533873081207,
-0.2653920352458954,
0.32620689272880554,
0.09826327860355377,
-0.19723930954933167,
0.3457227647304535,
0.05651912838220596,
-0.5384780764579773,
-0.5216293931007385,
0.4397716224193573,
-1.2033014297485352,
0.40279337763786316,
0.10166287422180176,
0.3476228713989258,
-0.0031393948011100292,
-0.44561395049095154,
0.054541442543268204,
-0.18650655448436737,
-0.440298855304718,
0.15192289650440216,
-0.5470709800720215,
0.45401710271835327,
-0.45239493250846863,
0.0946212112903595,
-0.4720121920108795,
0.03793669864535332,
0.6002439260482788,
-0.7866331338882446,
0.1904722899198532,
-0.14446985721588135,
-0.1857052743434906,
0.6594281196594238,
-0.12264551967382431,
-0.7191016674041748,
-0.41565242409706116,
0.2511660158634186
] |
US voters shared large volumes of polarizing political news and information in the form of links to content from Russian, WikiLeaks and junk news sources. Was this low quality political information distributed evenly around the country, or concentrated in swing states and particular parts of the country? In this data memo we apply a tested dictionary of sources about political news and information being shared over Twitter over a ten day period around the 2016 Presidential Election. Using self-reported location information, we place a third of users by state and create a simple index for the distribution of polarizing content around the country. We find that (1) nationally, Twitter users got more misinformation, polarizing and conspiratorial content than professionally produced news. (2) Users in some states, however, shared more polarizing political news and information than users in other states. (3) Average levels of misinformation were higher in swing states than in uncontested states, even when weighted for the relative size of the user population in each state. We conclude with some observations about the impact of strategically disseminated polarizing information on public life. COMPUTATIONAL PROPAGANDA AND THE 2016 US ELECTION Social media plays an important role in the circulation of ideas about public policy and politics. Political actors and governments worldwide are deploying both people and algorithms to shape public life. Bots are pieces of software intended to perform simple, repetitive, and robotic tasks. They can perform legitimate tasks on social media like delivering news and information—real news as well as junk—or undertake malicious activities like spamming, harassment and hate speech. Whatever their uses, bots on social media platforms are able to rapidly deploy messages, replicate themselves, and pass as human users. They are also a pernicious means of spreading junk news over social networks of family and friends. Computational propaganda flourished during the 2016 US Presidential Election. There were numerous examples of misinformation distributed online with the intention of misleading voters or simply earning a profit. Multiple media reports have investigated how “fake news” may have propelled Donald J. Trump to victory. What kinds of political news and information were social media users in the United States sharing in advance of voting day? How much of it was extremist, sensationalist, conspiratorial, masked commentary, fake, or some other form of junk news? Was this misleading information concentrated in the battleground states where the margins of victory for candidates had big consequences for electoral outcomes? SOCIAL MEDIA AND JUNK NEWS Junk news, widely distributed over social media platforms, can in many cases be considered to be a form of computational propaganda. Social media platforms have served significant volumes of fake, sensational, and other forms of junk news at sensitive moments in public life, though most platforms reveal little about how much of this content there is or what its impact on users may be. The World Economic Forum recently identified the rapid spread of misinformation online as among the top 10 perils to society. Prior research has found that social media favors sensationalist content, regardless of whether the content has been fact checked or is from a reliable source. When junk news is backed by automation, either through dissemination algorithms that the platform operators cannot fully explain or through political bots that promote content in a preprogrammed way, political actors have a powerful set of tools for computational propaganda. Both state and non-state political actors deliberately manipulate and amplify non-factual information online. Fake news websites deliberately publish misleading, deceptive or incorrect information purporting to be real news for political, economic or cultural gain. These sites often rely on social media to attract web traffic and drive engagement. Both fake news websites and political bots are crucial tools in digital propaganda attacks—they aim to influence conversations, demobilize opposition and generate false support. SAMPLING AND METHOD Our analysis is based on a dataset of 22,117,221 tweets collected between November 1-11, 2016, that contained hashtags related to politics and the election in the US. Our previous analyses have been based on samples of political conversation, over Twitter that used hashtags that were relevant to the US election as a whole. In this analysis, we selected users who provided some evidence of physical location across the United States in their profiles. Within our initial sample, approximately 7,083,691 tweets, 32 percent of the total | [
0.0023886661510914564,
0.010767966508865356,
0.008949428796768188,
0.01618042215704918,
0.0319315567612648,
-0.013120518997311592,
0.007929496467113495,
-0.001526836771517992,
-0.009530790150165558,
0.013845615088939667,
-0.0013945659156888723,
0.014223650097846985,
0.009800503961741924,
0.01655535399913788,
0.009141989052295685,
-0.002814698498696089,
0.005883737467229366,
-0.010555781424045563,
0.003636789508163929,
-0.004166842438280582,
-0.018942877650260925,
-0.01733509823679924,
0.008599651977419853,
-0.0057162027806043625,
-0.0037389537319540977,
-0.00805214885622263,
0.005006531253457069,
0.002589378971606493,
-0.00753127783536911,
0.0254201777279377,
0.017566386610269547,
-0.009715305641293526,
0.012760169804096222,
-0.0029478883370757103,
0.003203059546649456,
0.015477053821086884,
0.0004691092763096094,
0.01950414665043354,
0.018842633813619614,
-0.0030646647792309523,
0.015044592320919037,
-0.006847120355814695,
-0.0002271456178277731,
0.011633694171905518,
-0.010595237836241722,
0.012792335823178291,
-0.012675102800130844,
0.010360938496887684,
-0.010715590789914131,
0.010587356053292751,
-0.002772639039903879,
0.03471707925200462,
-0.007398158777505159,
0.00019496108870953321,
-0.006076180376112461,
-0.04382777586579323,
0.017276432365179062,
0.031377531588077545,
-0.04196653142571449,
0.003081703558564186,
-0.03621869534254074,
-0.0034627518616616726,
0.004588456824421883,
-0.006436053663492203,
-0.005497614853084087,
-0.06703516840934753,
0.010851164348423481,
-0.021279018372297287,
0.003793334122747183,
0.010124844498932362,
0.009087879210710526,
0.009079990908503532,
0.0010852515697479248,
-0.02329832687973976,
0.02248399332165718,
0.028335683047771454,
0.009349476546049118,
0.008528676815330982,
-0.00533362478017807,
-0.0022969311103224754,
0.017698490992188454,
0.005660368129611015,
0.02237853594124317,
0.011439548805356026,
-0.0014581733848899603,
0.0029967883601784706,
-0.017706604674458504,
-0.01605241745710373,
0.0037582460790872574,
0.010367713868618011,
0.007968215271830559,
-0.011854213662445545,
-0.00421220064163208,
-0.0018322353716939688,
-0.0012642010115087032,
-0.019050391390919685,
-0.007172384299337864,
0.031512778252363205,
-0.004097579047083855,
-0.0022944360971450806,
0.0063749863766133785,
-0.0030752343591302633,
0.020405232906341553,
-0.018229886889457703,
0.00947122648358345,
0.0041254484094679356,
-0.015701215714216232,
0.0004403218626976013,
0.0042513576336205006,
-0.004830711521208286,
0.014670709148049355,
-0.014242295175790787,
-0.013133327476680279,
-0.011284570209681988,
-0.013867055997252464,
0.034345127642154694,
-0.0014696978032588959,
0.011391261592507362,
-0.005537647753953934,
-0.016680698841810226,
0.02020416408777237,
0.004314851947128773,
0.001900048227980733,
0.02298850752413273,
0.0035564382560551167,
-0.006752618122845888,
0.014502241276204586,
-0.023082230240106583,
0.024075714871287346,
0.005792881362140179,
-0.012282274663448334,
-0.0039915284141898155,
-0.019616782665252686,
0.023018015548586845,
0.008701224811375141,
-0.012209085747599602,
0.008839106187224388,
-0.003783075837418437,
-0.025085819885134697,
-0.031092241406440735,
0.0028385671321302652,
0.007476168684661388,
-0.0052345069125294685,
0.019338469952344894,
-0.008694031275808811,
-0.005638297647237778,
-0.00961638055741787,
0.007257179822772741,
-0.01566636934876442,
0.011723400093615055,
-0.004693688824772835,
-0.017853837460279465,
-0.01292385347187519,
-0.011604594066739082,
0.0019929129630327225,
0.002840640489012003,
-0.00761025445535779,
0.013095661997795105,
-0.0006043585017323494,
0.00563799636438489,
0.027237746864557266,
0.026044435799121857,
-0.01284542866051197,
0.009145645424723625,
0.0025981785729527473,
-0.00015048979548737407,
-0.011219875887036324,
0.010206032544374466,
-0.00260579539462924,
0.005168708972632885,
-0.01434058416634798,
0.014712423086166382,
0.03814757242798805,
0.006232356186956167,
0.02182025834918022,
0.0029983259737491608,
0.01582651399075985,
0.0029112626798450947,
0.006895290222018957,
0.0667104572057724,
0.0013418570160865784,
0.010328969918191433,
-0.005115965381264687,
0.0022463775239884853,
0.006515179760754108,
-0.004480659496039152,
-0.010289336554706097,
-0.004207912366837263,
-0.02760719135403633,
0.01799144223332405,
0.013977593742311,
0.0073695615865290165,
-0.018008310347795486,
-0.022363828495144844,
0.005272031761705875,
0.0030469840858131647,
0.023699939250946045,
-0.002005230635404587,
0.004210165701806545,
0.01814572699368,
0.029407499358057976,
-0.0005457638762891293,
0.0048448569141328335,
-0.010703494772315025,
0.031037528067827225,
0.007786964997649193,
-0.00544441444799304,
-0.025762267410755157,
0.004997222684323788,
0.0006930993404239416,
0.019826244562864304,
0.0057774437591433525,
-0.002022372791543603,
-0.007583766244351864,
0.022353466600179672,
-0.015368766151368618,
0.011433612555265427,
-0.00001526833511888981,
0.005580725613981485,
-0.01481026504188776,
-0.009120579808950424,
-0.0007266686297953129,
0.003573955036699772,
-0.01719421148300171,
0.007391058374196291,
0.006551716942340136,
0.005782475229352713,
0.0037486606743186712,
0.013499594293534756,
0.00033133395481854677,
-0.004593915306031704,
-0.007412843406200409,
-0.0061532859690487385,
-0.0036822501569986343,
-0.004076470620930195,
-0.011323964223265648,
0.0064615849405527115,
-0.011111864820122719,
0.014401761814951897,
-0.007479007355868816,
0.014904489740729332,
-0.024810660630464554,
0.03316110372543335,
-0.014847658574581146,
-0.010820379480719566,
-0.016792379319667816,
0.04448838531970978,
-0.002567380666732788,
0.023256871849298477,
0.026891019195318222,
0.003659520298242569,
0.007151983678340912,
0.02367199771106243,
0.03574084863066673,
-0.027560774236917496,
0.0004115516785532236,
-0.029706377536058426,
-0.006271021440625191,
0.026446975767612457,
0.0013813971308991313,
0.0023132404312491417,
0.01108715869486332,
0.008661672472953796,
0.007108947262167931,
0.010713206604123116,
-0.00921323150396347,
0.007426942698657513,
0.005692014005035162,
-0.008425608277320862,
-0.007473561447113752,
0.009054849855601788,
-0.0040313866920769215,
-0.0007195965154096484,
-0.08146248012781143,
-0.007677242159843445,
0.008086895570158958,
-0.01325239334255457,
0.004467993974685669,
-0.029107574373483658,
0.004471425898373127,
0.011072129011154175,
-0.01941743865609169,
-0.002507205121219158,
0.005598485469818115,
0.00506952777504921,
-0.009364602155983448,
-0.002232903614640236,
0.02116769179701805,
-0.007171714212745428,
0.006403123959898949,
-0.013665261678397655,
-0.014929663389921188,
0.00636956375092268,
0.0047822375781834126,
-0.0012500109151005745,
-0.013936633244156837,
-0.006462468300014734,
-0.010398434475064278,
-0.010358323343098164,
0.009927990846335888,
0.012864112854003906,
0.007721725385636091,
0.005921803414821625,
-0.037789057940244675,
-0.00262100575491786,
-0.024897826835513115,
-0.0093721654266119,
0.013465823605656624,
0.011727677658200264,
-0.014921026304364204,
-0.012925893068313599,
-0.015638504177331924,
0.005607163533568382,
0.021678145974874496,
0.006553359795361757,
0.0095805199816823,
-0.015193767845630646,
0.017510339617729187,
0.008108610287308693,
-0.01710307039320469,
0.006740936078131199,
0.015681974589824677,
-0.0020787620451301336,
0.029326338320970535,
-0.0049955653958022594,
0.00980798527598381,
0.007771349512040615,
0.0016087443800643086,
0.000051426002755761147,
0.0027572710532695055,
0.008412886410951614,
-0.010976063087582588,
-0.007867960259318352,
-0.022275390103459358,
-0.007611498702317476,
-0.039493877440690994,
0.013607079163193703,
0.023489005863666534,
-0.02238651178777218,
0.02407604455947876,
0.02071211487054825,
0.001450536074116826,
-0.013801590539515018,
0.0029284656047821045,
-0.020134393125772476,
-0.02365097403526306,
-0.0033694924786686897,
-0.010993873700499535,
-0.015325691550970078,
-0.015233054757118225,
-0.00794263370335102,
0.017579376697540283,
-0.0073839277029037476,
-0.012887093238532543,
0.009714776650071144,
0.009047377854585648,
-0.012739872559905052,
-0.014066992327570915,
-0.004334185738116503,
0.005527297966182232,
-0.005578116979449987,
0.005745111033320427,
-0.01132872886955738,
0.004614091943949461,
-0.003373564686626196,
-0.009127110242843628,
0.0031187396962195635,
-0.01152313593775034,
0.002209810074418783,
0.009837774559855461,
-0.0031000568997114897,
-0.0015701835509389639,
0.00880514271557331,
0.008247973397374153,
0.0014165451284497976,
-0.020041365176439285,
-0.011336305178701878,
-0.013142162002623081,
0.010487619787454605,
-0.01347876526415348,
0.0018192203715443611,
-0.002407113555818796,
-0.005357653368264437,
0.020008664578199387,
-0.00223652645945549,
-0.0009600428165867925,
-0.014371512457728386,
0.007679045666009188,
-0.0007072633597999811,
-0.011345726437866688,
-0.025819675996899605,
0.07216855883598328,
0.021001536399126053,
0.01715676672756672,
-0.019839128479361534,
-0.0027301874943077564,
-0.010526002384722233,
0.021725542843341827,
0.006429699249565601,
-0.006299447268247604,
0.010922889225184917,
0.012948953546583652,
-0.016306737437844276,
-0.0325782373547554,
0.016388237476348877,
0.021970052272081375,
-0.018652956932783127,
-0.014906555414199829,
0.00972549058496952,
-0.009994108229875565,
0.0006759464740753174,
-0.025562120601534843,
0.016711123287677765,
0.003833611961454153,
0.006224300246685743,
-0.02057657018303871,
0.007830648683011532,
0.025276657193899155,
-0.012396291829645634,
0.012834900990128517,
0.009362680837512016,
-0.00775983976200223,
-0.010696488432586193,
-0.0030268991831690073,
-0.0005025997525081038,
0.01659218780696392,
-0.002361886203289032,
-0.02117985486984253,
0.011744188144803047,
-0.0010434422874823213,
-0.019200704991817474,
0.0025973054580390453,
-0.015465626493096352,
0.004373257979750633,
0.010672664269804955,
-0.0008397824130952358,
0.01928752101957798,
-0.009441575966775417,
-0.0066676996648311615,
-0.001686894684098661,
-0.015264867804944515,
0.010759798809885979,
0.013984455727040768,
0.0067427558824419975,
0.019700655713677406,
-0.005667578894644976,
0.019418267533183098,
-0.0034943646751344204,
-0.0032973119523376226,
-0.014221351593732834,
-0.016594983637332916,
-0.01924712210893631,
-0.01948537304997444,
-0.009680140763521194,
0.003581239841878414,
-0.00569541472941637,
-0.014298259280622005,
0.00363817997276783,
-0.017829645425081253,
0.015039265155792236,
-0.027129588648676872,
0.004806111101061106,
-0.006957067176699638,
0.016141261905431747,
-0.006921728141605854,
0.013224062509834766,
-0.016309846192598343,
0.008955358527600765,
0.00008517922833561897,
0.007491590455174446,
-0.023347817361354828,
-0.004771188832819462,
-0.006306681782007217,
-0.03037666529417038,
-0.01232606079429388,
0.0013544284738600254,
-0.01757260411977768,
0.003077755682170391,
-0.07501205801963806,
-0.022444497793912888,
0.016523508355021477,
-0.006639569997787476,
-0.0256712157279253,
0.018359597772359848,
0.0015079507138580084,
-0.014074972830712795,
0.016286810860037804,
-0.015909679234027863,
0.017761634662747383,
-0.007178090512752533,
-0.014831621199846268,
0.002340272068977356,
0.0062938230112195015,
0.007651014253497124,
-0.016542784869670868,
0.009065153077244759,
0.0072707547806203365,
-0.0041226535104215145,
0.01761762984097004,
0.0019476632587611675,
0.012997985817492008,
-0.009532550349831581,
-0.0066394563764333725,
-0.08097530156373978,
-0.013666768558323383,
0.007578784599900246,
-0.003347181249409914,
-0.00615887064486742,
0.00855882465839386,
0.01078725140541792,
-0.0007150923484005034,
-0.0036281999200582504,
-0.01189153827726841,
-0.01342906802892685,
-0.00775894895195961,
-0.007870093919336796,
0.017587430775165558,
-0.014722763560712337,
-0.00394770223647356,
0.017163963988423347,
0.0011999581474810839,
0.007589166052639484,
-0.010331249795854092,
0.029992416501045227,
0.001081412541680038,
-0.0033968596253544092,
0.010466733016073704,
-0.008289051242172718,
0.002782507799565792,
-0.01606781594455242,
0.007929295301437378,
0.007584316655993462,
0.007342726923525333,
0.003289953339844942,
-0.01447662990540266,
-0.005865689367055893,
-0.027434058487415314,
0.03723116219043732,
-0.0026611273642629385,
-0.01704980432987213,
0.009588398970663548,
0.020721284672617912,
0.0023732795380055904,
-0.006666184868663549,
0.0006355418590828776,
-0.0023962901905179024,
-0.0014778737677261233,
0.006277530454099178,
-0.02006409876048565,
0.0049971663393080235,
-0.009229734539985657,
0.004124601371586323,
-0.030564505606889725,
0.008432992734014988,
0.005643714219331741,
0.021246062591671944,
-0.023154309019446373,
0.0011763409711420536,
0.005620936863124371,
-0.0086256954818964,
0.012140080332756042,
0.018511075526475906,
0.013296792283654213,
0.0051688021048903465,
0.012744894251227379,
0.0037402273155748844,
0.07152681052684784,
0.007362807635217905,
-0.006098440382629633,
-0.023344581946730614,
-0.0022425935603678226,
-0.002643848303705454,
-0.0017801111098378897,
-0.003488946007564664,
0.0010087573900818825,
-0.014174600131809711,
0.0067709083668887615,
-0.006898149382323027,
-0.008525354787707329,
0.00014286511577665806,
0.006056911312043667,
0.00020263344049453735,
-0.0255699772387743,
-0.0023872016463428736,
-0.01437397487461567,
-0.00396630447357893,
0.017997432500123978,
0.0024303565733134747,
-0.007831208407878876,
0.015154387801885605,
0.01638328842818737,
-0.003996836021542549,
0.011996160261332989,
0.013625954277813435,
0.01718737930059433,
-0.016214771196246147,
-0.004847943317145109,
-0.007059416268020868,
-0.005326291546225548,
0.008456463925540447,
0.02144266664981842,
-0.023016007617115974,
-0.0025007049553096294,
0.005444052629172802,
-0.015491113066673279,
0.029642874374985695,
0.021202269941568375,
-0.006067916750907898,
0.017318300902843475,
-0.003548263106495142,
-0.010892129503190517,
-0.013742679730057716,
0.0206831656396389,
0.015264665707945824,
0.018481571227312088,
0.015546267852187157,
-0.004257634282112122,
0.005724312737584114,
0.010923972353339195,
-0.007542586885392666,
-0.017639877274632454,
-0.008784683421254158,
-0.021946925669908524,
0.013266187161207199,
0.010780643671751022,
-0.019855232909321785,
0.007256263867020607,
-0.01423052977770567,
-0.0076845609582960606,
-0.006266766227781773,
-0.014348967000842094,
0.010635815560817719,
-0.012937545776367188,
-0.01422908715903759,
0.0202776025980711,
0.006266904063522816,
0.002729088068008423,
0.025066301226615906,
0.0053201885893940926,
-0.002592970384284854,
-0.011208271607756615,
0.0002754118759185076,
0.0016359495930373669,
-0.021466288715600967,
0.00548647390678525,
-0.010664837434887886,
-0.009618613868951797,
-0.0250238087028265,
0.0000677322968840599,
-0.012165430001914501,
-0.014122695662081242,
-0.01923293061554432,
0.006134951952844858,
0.007717987522482872,
-0.011648419313132763,
0.002978504868224263,
0.027868520468473434,
0.005067381076514721,
0.0071548474952578545,
-0.020982205867767334,
0.001699843443930149,
0.0355832502245903,
0.017535030841827393,
0.009659609757363796,
-0.0002230292302556336,
-0.014763728715479374,
-0.01116929017007351,
0.01552724651992321,
0.011073445901274681,
-0.013398503884673119,
0.002628001617267728,
-0.010168543085455894,
-0.005439761094748974,
-0.0028096747118979692,
-0.013507398776710033,
-0.0017389259301126003,
0.008213620632886887,
-0.0013370108790695667,
-0.018501248210668564,
-0.014581041410565376,
0.006955437827855349,
0.012879850342869759,
0.0035931949969381094,
-0.0037153924349695444,
-0.00493630301207304,
-0.012395767495036125,
0.0003108696546405554,
-0.0013998381327837706,
0.0069418177008628845,
0.0008706002263352275,
-0.006132512353360653,
0.0064229341223835945,
-0.0018503349274396896,
-0.018675727769732475,
0.006376402452588081,
-0.0007860176265239716,
0.004069412127137184,
-0.03781178221106529,
-0.027795156463980675,
-0.0010227281600236893,
0.0014498690143227577,
0.005327354185283184,
-0.010827496647834778,
-0.002802331931889057,
0.02076401188969612,
0.02489914372563362,
0.02281651273369789,
-0.005651540122926235,
0.006055657751858234,
-0.02294091321527958,
0.008074955083429813,
0.005141930654644966,
0.0006695734336972237,
0.023380151018500328,
0.01711643487215042,
-0.013341698795557022,
0.017764613032341003,
0.003790999297052622,
-0.009279079735279083,
-0.003006505547091365,
0.0032572371419519186,
0.0087276054546237,
-0.005662374198436737,
0.016803190112113953,
-0.003156457794830203,
0.016311561688780785,
-0.006060261279344559,
0.015110895037651062,
0.013539590872824192,
-0.005726994946599007,
-0.026539543643593788,
0.03155217692255974,
0.01488468237221241,
0.007156405597925186,
-0.00998024083673954,
0.0025381234008818865,
0.0074861058965325356,
-0.006084498483687639,
-0.022757219150662422,
0.018953785300254822,
0.005035053007304668,
0.0028645594138652086,
-0.006968505214899778,
0.019526131451129913,
-0.014171241782605648,
0.011518413200974464,
0.010564103722572327,
-0.020022399723529816,
-0.006923706736415625,
-0.01594359427690506,
-0.030007876455783844,
-0.004103293176740408,
0.0025441767647862434,
0.01303553581237793,
0.028124885633587837,
-0.00293194898404181,
-0.0037031949032098055,
0.016145378351211548,
-0.019052134826779366,
-0.004175798501819372,
-0.0032174766529351473,
-0.01818753406405449,
-0.0059587834402918816,
-0.01730368845164776,
-0.002254139631986618,
0.021321695297956467,
-0.02052552066743374,
-0.007415723986923695
] | [
0.29002681374549866,
-0.09225816279649734,
0.398337185382843,
0.5602155923843384,
-0.4056392014026642,
0.44040927290916443,
0.24196451902389526,
0.09434317797422409,
-0.17483383417129517,
-0.1462908238172531,
0.3380742371082306,
-0.17828354239463806,
-0.46859216690063477,
-0.25765377283096313,
0.05381191521883011,
0.2075328677892685,
-0.042008571326732635,
0.26217201352119446,
0.3977753520011902,
-0.5579088926315308,
-0.3973574638366699,
-0.11675522476434708,
0.7545346021652222,
-0.1758173108100891,
0.23951356112957,
-0.01856902427971363,
0.5304403901100159,
-1.1186790466308594,
-0.2970752418041229,
0.3378046452999115,
-0.13393567502498627,
0.39973482489585876,
0.07554695010185242,
0.3074912428855896,
-0.37877723574638367,
0.010276664048433304,
0.023084398359060287,
0.0015125090721994638,
0.5442105531692505,
0.16124926507472992,
-0.3581763505935669,
-0.2942532002925873,
0.4023931622505188,
0.19076284766197205,
0.012241058982908726,
-0.5320160388946533,
-1.2701821327209473,
0.573093056678772,
-0.14544284343719482,
-0.290987104177475,
-0.36450982093811035,
0.034943874925374985,
-0.058080222457647324,
0.8730763792991638,
-0.09791012853384018,
0.5589271783828735,
0.06825876235961914,
-0.29234573245048523,
-0.380342036485672,
-0.5348462462425232,
0.35633936524391174,
0.19926641881465912,
-0.012714357115328312,
-0.10760476440191269,
0.040602803230285645,
0.053364887833595276,
0.23975346982479095,
0.11543294042348862,
-0.41696715354919434,
-0.7427559494972229,
0.01936212182044983,
-0.6496939659118652,
-0.014393679797649384,
0.03819900006055832,
0.06181540712714195,
0.5065630078315735,
-0.12679068744182587,
0.6675538420677185,
0.023602262139320374,
-0.5332632064819336,
-0.15589119493961334,
0.11155001819133759,
0.24026598036289215,
0.1537468284368515,
0.1928289532661438,
0.03712795302271843,
0.015508076176047325,
-0.000731359701603651,
0.5497488379478455,
0.09426011145114899,
-0.10869429260492325,
-0.0909586101770401,
0.7488179206848145,
0.5202914476394653,
0.2166394591331482,
-0.32720497250556946,
0.8572980165481567,
-0.5284450650215149,
0.18527613580226898,
-0.3626566231250763,
-0.14524118602275848,
-0.1836584210395813,
0.7226843237876892,
-0.12966260313987732,
-0.13708019256591797,
-0.31247031688690186,
-0.21076425909996033,
-0.4147663712501526,
0.36885926127433777,
0.33362188935279846,
-0.0939803421497345,
0.614873468875885,
-0.0560828372836113,
0.19223308563232422,
-0.3738236427307129,
0.5508604049682617,
0.5568941831588745,
-0.597671389579773,
0.7108252644538879,
0.04001399129629135,
-0.0789400041103363,
1.016681432723999,
-0.016998466104269028,
-0.07844145596027374,
-0.4201927185058594,
0.25159770250320435,
0.5512140393257141,
-0.035961590707302094,
-0.320597380399704,
0.10675357282161713,
-0.06227641925215721,
0.4460606575012207,
0.25268444418907166,
0.2269296497106552,
0.03467261791229248,
-0.5839546918869019,
0.2607526481151581,
-0.2736874222755432,
0.5561214089393616,
0.2815220355987549,
0.009995152242481709,
-0.6011074781417847,
0.11045488715171814,
-0.3665026128292084,
-0.06701275706291199,
-0.170358806848526,
0.1027182787656784,
-0.26712435483932495,
-0.5376693606376648,
-0.6459555625915527,
-0.083238884806633,
-0.3964814245700836,
0.3231641948223114,
0.43580085039138794,
0.15358519554138184,
0.057777438312768936,
0.11522099375724792,
-0.4906981587409973,
0.14240746200084686,
0.41075843572616577,
0.37909674644470215,
-0.0613221675157547,
0.2605080008506775,
0.1420576125383377,
-0.08847370743751526,
0.12187746912240982,
0.11403992772102356,
0.43403157591819763,
0.03201357275247574,
-0.024724511429667473,
-0.09673907607793808,
0.21765057742595673,
0.20515039563179016,
-0.13057534396648407,
-0.13982929289340973,
0.183221235871315,
0.12852917611598969,
-0.06149398162961006,
-0.11319464445114136,
0.5237582325935364,
-0.32386866211891174,
-0.10539302974939346,
0.006611485034227371,
0.037254564464092255,
0.2967437505722046,
0.010899425484240055,
0.33381325006484985,
-0.0607147142291069,
-0.0008633377146907151,
-0.07973960787057877,
-0.16378174722194672,
-0.5304630994796753,
-0.5827987194061279,
-0.4035671055316925,
1.2505954504013062,
-0.39361101388931274,
-0.2536843717098236,
0.7246936559677124,
0.5784627199172974,
0.07530855387449265,
-0.09477777779102325,
-0.17934639751911163,
0.9433323740959167,
-0.24346870183944702,
-0.44658318161964417,
-0.026109911501407623,
0.19794023036956787,
0.000892459531314671,
0.27621030807495117,
0.2207382470369339,
0.10881318897008896,
-0.2320670634508133,
-0.3881585896015167,
0.46017131209373474,
-0.1048595979809761,
0.585927426815033,
-0.28808000683784485,
0.24650736153125763,
0.07594763487577438,
-0.039974406361579895,
0.7069181799888611,
-0.11970747262239456,
0.8244513273239136,
0.3942675292491913,
0.1660044938325882,
0.2671011984348297,
0.059593234211206436,
0.17019736766815186,
0.10051485896110535,
-0.4317397177219391,
0.33079299330711365,
-0.27301445603370667,
0.13627757132053375,
-0.9369936585426331,
-0.17051856219768524,
-0.049623675644397736,
0.04016667976975441,
-0.3356207311153412,
-0.19590997695922852,
-0.367240309715271,
0.37182381749153137,
0.24363845586776733,
-0.1296072006225586,
0.3573099672794342,
-0.6844560503959656,
0.002655725460499525,
0.07824508845806122,
0.5985316634178162,
-0.36123543977737427,
-0.24368184804916382,
0.4604913294315338,
-0.07074719667434692,
-0.3692244291305542,
-0.34485572576522827,
0.5510984659194946,
0.6554449796676636,
0.029113853350281715,
-0.013647623360157013,
0.36576545238494873,
-0.18214023113250732,
-0.07762119174003601,
0.062365103513002396,
-0.24479782581329346,
0.09417805820703506,
0.023629076778888702,
-0.6502864956855774,
-1.1266632080078125,
-0.26539579033851624,
0.14504791796207428,
0.19788140058517456,
0.44725722074508667,
0.29718488454818726,
-0.1921186000108719,
0.21108654141426086,
0.4171353876590729,
-0.0650431215763092,
0.09275587648153305,
0.267885684967041,
-0.32542821764945984,
-0.44922202825546265,
-0.07072988897562027,
0.3487163782119751,
0.42184701561927795,
-0.6905519962310791,
-0.16016855835914612,
-0.7180250287055969,
0.4675867259502411,
-0.08979758620262146,
-0.2085350751876831,
0.08565939217805862,
0.3998682498931885,
-0.12405267357826233,
0.2522249221801758,
-0.21600064635276794,
0.6358438730239868,
0.3161020278930664,
0.50752192735672,
0.5781033635139465,
0.3753025531768799,
0.26978737115859985,
-0.09144339710474014,
0.16009129583835602,
-0.15423043072223663,
-0.676236093044281,
1.030004620552063,
-0.436203271150589,
-0.14019013941287994,
-0.00274045392870903,
-6.147594928741455,
0.04757244512438774,
-0.3746853768825531,
-0.5290212631225586,
0.08532334119081497,
-0.11251123994588852,
0.24030859768390656,
-0.18690310418605804,
-0.11525335162878036,
0.011067679151892662,
0.1749214231967926,
0.23319929838180542,
-0.16493277251720428,
-0.02531561069190502,
-0.02013641782104969,
0.03765738382935524,
0.9072765111923218,
-0.20487165451049805,
0.12380315363407135,
0.4919987618923187,
-0.19309329986572266,
-0.19551876187324524,
0.3625844419002533,
0.6248548030853271,
0.4202376902103424,
0.29485684633255005,
0.11946288496255875,
-0.6273542046546936,
0.6053739190101624,
-0.2890170216560364,
-0.21055132150650024,
0.03884429857134819,
-0.09092831611633301,
0.3427168130874634,
0.5419393181800842,
-0.16438233852386475,
0.5336242914199829,
-0.25172895193099976,
-0.2245246022939682,
-0.3979967534542084,
0.37916937470436096,
0.3240121006965637,
0.08539415150880814,
-0.32019445300102234,
0.477323442697525,
0.0733594074845314,
-0.3824942409992218,
-0.08135268092155457,
-0.8183877468109131,
-0.06027727574110031,
0.36202237010002136,
0.35669323801994324,
0.3847152292728424,
0.09138154983520508,
0.1369680017232895,
0.2990488111972809,
0.07871842384338379,
0.23026569187641144,
-0.739896297454834,
-0.43703070282936096,
0.0664183497428894,
-0.3456847667694092,
-0.28553372621536255,
-0.27755939960479736,
-0.17887164652347565,
-0.29390856623649597,
-0.9173677563667297,
-0.12839876115322113,
0.3714352250099182,
0.21359263360500336,
-0.20823828876018524,
-0.2366684377193451,
0.09253720194101334,
-0.5086501836776733,
0.16767507791519165,
0.08983276784420013,
0.20242205262184143,
0.08338521420955658,
-0.4786425232887268,
0.2922115623950958,
-0.45687946677207947,
0.5340244770050049,
0.1949293315410614,
-0.29456621408462524,
0.13675877451896667,
-0.23590721189975739,
-0.3112119436264038,
0.1949901431798935,
-0.3649533987045288,
-0.13321106135845184,
0.3240465223789215,
-0.6857861280441284,
0.45764198899269104,
-0.16617770493030548,
0.7610837817192078,
0.7591329216957092,
0.0826881155371666,
0.40419894456863403,
-0.1546921283006668,
-0.10697092860937119,
1.010746717453003,
0.25200164318084717,
-0.6618821620941162,
-1.2068909406661987,
-0.24032311141490936,
0.3320833444595337,
-0.4641000032424927,
0.2320592701435089,
0.5748862028121948,
-0.4899676740169525,
0.18234629929065704,
-0.36610108613967896,
-0.5906916856765747,
-0.19727417826652527,
0.43178364634513855,
0.5021451711654663,
-0.06328615546226501,
-0.1014820784330368,
0.6010125875473022,
0.06655968725681305,
0.09362772107124329,
0.25244081020355225,
-0.4189290404319763,
-0.19404201209545135,
-0.6563079357147217,
-0.28034675121307373,
-0.294067919254303,
-0.19224217534065247,
-0.06582067161798477,
0.0029431404545903206,
0.4530869722366333,
-0.10707446932792664,
-0.04057781770825386,
0.0992368832230568,
0.41373375058174133,
-0.02381468378007412,
0.8251435160636902,
-0.18435730040073395,
-0.35162633657455444,
-0.756847083568573,
-0.06361481547355652,
0.061600521206855774,
0.03261593356728554,
0.2732442617416382,
0.27497825026512146,
-0.2338414341211319,
-0.3003767430782318,
0.11187516897916794,
-0.5277161598205566,
-0.1557035893201828,
-0.17744940519332886,
-0.25271767377853394,
-0.32938116788864136,
0.22464697062969208,
-0.2325398027896881,
0.031595878303050995,
0.5411331057548523,
-0.12385529279708862,
0.023641733452677727,
-0.6972912549972534,
0.04806119203567505,
-0.19633159041404724,
-0.6708657145500183,
0.13240663707256317,
0.14854055643081665,
-0.1679198294878006,
-0.0872589647769928,
-0.09019322693347931,
0.14472447335720062,
0.4342852532863617,
0.2569755017757416,
-0.03126843273639679,
0.13799971342086792,
0.0782337412238121,
0.012134295888245106,
-0.4903281629085541,
0.12653885781764984,
0.036381106823682785,
-0.16867946088314056,
-0.04750685393810272,
-0.4712284207344055,
0.061599086970090866,
-0.8170400261878967,
0.060629308223724365,
0.000460485287476331,
0.05775865539908409,
-0.022138012573122978,
0.035640351474285126,
-0.42321348190307617,
0.04550996422767639,
0.01262574177235365,
0.07366685569286346,
-0.06066199392080307,
-0.4222230911254883,
-0.470540851354599,
-0.0015722744865342975,
-0.30733779072761536,
0.025491269305348396,
-0.6446229815483093,
-0.002146475249901414,
0.1585678607225418,
0.18971501290798187,
-0.7269765138626099,
-0.35820701718330383,
-0.0006863465532660484,
0.08345755934715271,
0.2919943332672119,
0.3376443386077881,
-0.33970770239830017,
-0.1671760082244873,
-0.01804228685796261,
-0.1430993676185608,
-0.2509307861328125,
0.10482938587665558,
0.027866486459970474,
0.3979552388191223,
-0.06164264306426048,
-0.09940797835588455,
-0.1740839034318924,
0.03251439705491066,
0.11828560382127762,
-0.30806758999824524,
-0.4547427296638489,
-0.13968096673488617,
0.27375635504722595,
-0.041499458253383636,
0.41974693536758423,
-0.6771640181541443,
-0.2428772747516632,
-0.10548210889101028,
-0.6639370322227478,
0.3216874599456787,
0.2599259614944458,
0.3372534513473511,
-0.29312339425086975,
-0.31713536381721497,
-0.1472020298242569,
0.14663976430892944,
-0.3612055480480194,
0.13294726610183716,
-0.013235221616923809,
0.34211820363998413,
-0.051429424434900284,
-0.4340423047542572,
-0.2605082094669342,
0.4245087802410126,
0.1690617799758911,
-0.11074784398078918,
-0.3049774765968323,
0.1841103881597519,
0.37576210498809814,
-0.004408414009958506,
0.05414334684610367,
0.10170767456293106,
0.3814588785171509,
0.11940491199493408,
-0.40141013264656067,
-0.21518230438232422,
-0.2857292592525482,
0.15632185339927673,
-0.564347505569458,
-0.49620169401168823,
-0.39293476939201355,
0.058979351073503494,
0.210589200258255,
0.18997353315353394,
0.3115222156047821,
-0.3512437343597412,
0.1551470160484314,
-0.34789565205574036,
-0.006857677362859249,
0.6474151611328125,
0.12841707468032837,
-0.0035629309713840485,
0.23083917796611786,
-0.25011005997657776,
-0.0034780402202159166,
0.41690027713775635,
-0.4527915418148041,
0.2805776596069336,
-0.5327635407447815,
-0.5739852786064148,
0.14105376601219177,
0.03844510018825531,
0.24280279874801636,
-0.48641571402549744,
0.2666023373603821,
-0.2955028712749481,
-0.3193494379520416,
-0.5930787920951843,
0.21563561260700226,
-0.002714344533160329,
-0.4512344002723694,
-0.36765241622924805,
-0.21668770909309387,
0.32583194971084595,
0.5190537571907043,
0.25280633568763733,
-0.3267088234424591,
-0.011693628504872322,
-0.765832245349884,
0.370938777923584,
0.4767632484436035,
-0.1906832754611969,
-0.253479927778244,
-0.2567625939846039,
0.37035229802131653,
-0.18573446571826935,
0.152225524187088,
-0.2890431582927704,
0.4749864339828491,
-0.0644373819231987,
0.22682932019233704,
0.36407849192619324,
-0.6655557751655579,
0.1922563761472702,
0.26199501752853394,
-0.12383189052343369,
-0.27907368540763855,
-0.06743179261684418,
0.18593797087669373,
0.05552257224917412,
0.2672886550426483,
-0.10582220554351807,
0.037009838968515396,
0.2114279717206955,
0.0030440434347838163,
0.5730043649673462,
0.41346070170402527,
0.13576166331768036,
0.23730097711086273,
1.0855352878570557,
-0.3892555832862854,
0.5984068512916565,
0.22517971694469452,
-0.4628254771232605,
-0.11579983681440353,
-0.47312018275260925,
-0.4499392509460449,
0.19706352055072784,
0.08178452402353287,
0.5856190323829651,
0.47229570150375366,
0.013311101123690605,
-0.24908576905727386,
-0.09516885131597519,
-0.10560019314289093,
0.2221432775259018,
-0.10526026040315628,
-0.25180697441101074,
0.21478712558746338,
0.0036905480083078146,
-0.584071934223175,
0.43942248821258545,
-0.0946982279419899,
-0.9557986855506897,
0.10350611805915833,
-0.20117205381393433,
-0.6578352451324463,
-0.2593518793582916,
0.08962933719158173,
0.1821344643831253,
0.11611027270555496,
-0.36380141973495483,
-0.2421501725912094,
0.03551061451435089,
0.3696571886539459,
0.013631178066134453,
0.10343838483095169,
-0.8106150031089783,
0.13853393495082855,
-0.09300121665000916,
-0.18523813784122467,
-0.2488294541835785,
-0.5263975262641907,
-0.040782783180475235,
0.5396403074264526,
-0.6365585923194885,
-0.4132835865020752,
0.2581610381603241,
0.15732522308826447,
-0.04324182868003845,
-0.23020485043525696,
-0.5846813321113586,
0.25246334075927734,
0.25172165036201477,
0.0460871122777462,
0.06611702591180801,
0.18428489565849304,
-0.12105462700128555,
0.1651683747768402,
-0.9747076034545898,
-0.11249224841594696,
0.20079098641872406,
0.030856071040034294,
0.1970214992761612,
-0.12094312161207199,
0.6551344990730286,
0.4954521656036377,
0.15195593237876892,
0.38670191168785095,
-0.22376662492752075,
0.006457465700805187,
0.3706488311290741,
-0.3749144673347473,
0.5590581297874451,
-0.6747059226036072,
-0.5902072191238403,
-0.36796700954437256,
0.5805066227912903,
0.1612289547920227,
-0.20906555652618408,
-0.1514529585838318,
0.47632402181625366,
-0.045584786683321,
0.7170419692993164,
0.9504894614219666,
-0.11184471845626831,
0.12166361510753632,
0.00940027553588152,
-0.18516363203525543,
-0.2952934801578522,
0.0869232788681984,
0.14736805856227875,
-0.007758933585137129,
0.12845508754253387,
0.027072319760918617,
0.42866432666778564,
-0.2800518870353699,
0.5698960423469543,
-0.359250545501709,
-0.4109434485435486,
0.1843431293964386,
0.1337820291519165,
-0.5409349203109741,
0.12338361889123917,
0.13884037733078003,
0.21503467857837677,
-0.20337727665901184,
-0.6323573589324951,
0.018641294911503792,
-0.31205224990844727,
0.10292398929595947,
0.2119642198085785,
0.5792424082756042,
0.027360858395695686,
-0.17035144567489624,
-0.3777916431427002,
-0.3068789541721344,
-0.018689755350351334,
-0.5221997499465942,
0.36639076471328735,
-0.22456631064414978,
0.20587602257728577,
0.3440920412540436,
-0.1241229847073555,
0.20814992487430573,
-0.44938716292381287,
0.23171314597129822,
0.038228534162044525
] |
A widely accepted premise is that complex software frequently contains bugs that can be remotely exploited by attackers. When this software is on an electronic control unit (ECU) in a vehicle, exploitation of these bugs can have life or death consequences. Since software for vehicles is likely to proliferate and grow more complex in time, the number of exploitable vulnerabilities will increase. As a result, manufacturers are keenly aware of the need to quickly and efficiently deploy updates so that software vulnerabilities can be remedied as soon as possible. | [
-0.0032665689941495657,
0.014156738296151161,
-0.019987810403108597,
0.003758036997169256,
-0.0017739040777087212,
-0.006976806093007326,
0.008448576554656029,
0.016953077167272568,
-0.011601251550018787,
-0.019104810431599617,
-0.014898031949996948,
0.024887429550290108,
0.013877378776669502,
0.017153440043330193,
0.0160676296800375,
0.016021179035305977,
0.008194947615265846,
0.0026059183292090893,
0.004484551027417183,
-0.04065709561109543,
-0.00394028052687645,
0.009438597597181797,
0.009505552239716053,
0.009652615524828434,
-0.03161335363984108,
-0.004025105852633715,
-0.0043965550139546394,
0.0009727240540087223,
-0.00882821436971426,
0.0038134893402457237,
0.00527927465736866,
0.033898111432790756,
0.00009277839126298204,
0.013278746046125889,
0.012531162239611149,
-0.013685149140655994,
0.0025705036241561174,
0.019704537466168404,
0.00668585067614913,
-0.004247939679771662,
0.01011198852211237,
-0.011912916786968708,
0.009430697187781334,
-0.020444711670279503,
-0.006756236776709557,
-0.037059806287288666,
0.0052203829400241375,
0.02537541650235653,
0.0021866888273507357,
0.013057319447398186,
-0.01036645658314228,
0.015545886941254139,
-0.0047269100323319435,
0.009913068264722824,
-0.006819106638431549,
0.006259676069021225,
0.019184591248631477,
0.008697493001818657,
0.00504310941323638,
-0.004805209580808878,
-0.008128899149596691,
-0.027617746964097023,
-0.019571878015995026,
-0.01828124187886715,
0.017169827595353127,
-0.06726431101560593,
0.028487613424658775,
0.012647731229662895,
0.013077303767204285,
-0.02779323421418667,
-0.004307152703404427,
0.004907567054033279,
0.01481336634606123,
-0.0028499173931777477,
0.015514366328716278,
-0.023785851895809174,
-0.011305026710033417,
0.018035251647233963,
0.016718672588467598,
0.011318064294755459,
-0.030193615704774857,
-0.011648748070001602,
-0.003799853380769491,
0.02396462857723236,
-0.008287728764116764,
-0.004890883807092905,
-0.007825749926269054,
-0.017170708626508713,
0.007986525073647499,
-0.0024882913567125797,
-0.01858934946358204,
0.002669328823685646,
-0.007935498841106892,
0.012585765682160854,
-0.018476977944374084,
-0.002345970831811428,
-0.0257456935942173,
-0.04699956998229027,
-0.005780013278126717,
-0.014203106053173542,
0.007705291733145714,
0.01653086394071579,
0.01681319624185562,
-0.01942552626132965,
0.02271079085767269,
0.009681906551122665,
-0.012139360420405865,
-0.0018202883657068014,
-0.0075720264576375484,
0.013051921501755714,
0.01335395872592926,
0.01762514002621174,
-0.002205137861892581,
0.009808446280658245,
-0.0028229006566107273,
-0.008820868097245693,
0.0255529023706913,
-0.007278439123183489,
0.0031780763529241085,
0.025874637067317963,
-0.0005222875624895096,
-0.02633422240614891,
-0.0014203127939254045,
-0.0006301833200268447,
0.002702044090256095,
-0.024752600118517876,
0.0018884381279349327,
-0.023670343682169914,
0.03802923113107681,
0.0031906384974718094,
-0.013823087327182293,
0.009553292766213417,
-0.023473292589187622,
-0.01572948507964611,
0.0206757802516222,
0.01202057022601366,
-0.02253042533993721,
-0.001705461647361517,
-0.0033529745414853096,
-0.00217606988735497,
0.012537674978375435,
0.009342520497739315,
-0.00016180024249479175,
0.023031698539853096,
0.027720080688595772,
-0.002036566846072674,
-0.03393097221851349,
0.010286410339176655,
0.011044776998460293,
-0.018945124000310898,
-0.0030247464310377836,
-0.025488827377557755,
0.008386696688830853,
-0.011942734010517597,
0.014838512055575848,
0.0166982002556324,
-0.02135537378489971,
-0.022819221019744873,
-0.020835544914007187,
0.03679295629262924,
0.021372001618146896,
-0.009002569131553173,
0.01638534478843212,
0.00780138885602355,
-0.0018450594507157803,
0.00006602348730666563,
0.01963718794286251,
0.008737936615943909,
-0.018231822177767754,
0.007932687178254128,
0.0063396175391972065,
-0.01613909937441349,
-0.0008201633463613689,
0.014222056604921818,
0.009127102792263031,
0.004596828017383814,
0.017615297809243202,
0.0090591199696064,
-0.011154867708683014,
0.06704181432723999,
0.020269760861992836,
0.020241696387529373,
-0.0016054196748882532,
0.00403793528676033,
-0.00916020106524229,
0.0020406516268849373,
0.005986511241644621,
-0.007383082062005997,
-0.01685917191207409,
-0.03294864296913147,
-0.025283625349402428,
-0.016920005902647972,
-0.018644411116838455,
-0.010113690979778767,
-0.007964806631207466,
0.003979030065238476,
0.005530698224902153,
-0.007753146346658468,
-0.01885845884680748,
-0.002927245805040002,
0.0007593626505695283,
0.011079094372689724,
-0.019322576001286507,
0.010331187397241592,
-0.013091168366372585,
0.02443552017211914,
0.010284625925123692,
0.03296460583806038,
-0.04640916734933853,
0.009458613581955433,
0.02703145518898964,
0.0055500660091638565,
-0.004612503107637167,
-0.00862221047282219,
0.019079145044088364,
0.003746722126379609,
-0.008534951135516167,
-0.015188043005764484,
0.014565359801054,
-0.017641326412558556,
-0.004382540006190538,
0.007145966403186321,
0.031026631593704224,
0.00176119280513376,
0.023080846294760704,
-0.0033972961828112602,
-0.011333405040204525,
0.012273374944925308,
-0.0013700536219403148,
0.00008497037924826145,
-0.01559392549097538,
-0.01469143945723772,
-0.009191809222102165,
-0.024658871814608574,
-0.00693548284471035,
0.004092419985681772,
0.011545995250344276,
-0.023787206038832664,
-0.005091386381536722,
-0.015300140716135502,
0.004597352351993322,
0.016230257228016853,
-0.008750496432185173,
-0.008895156905055046,
0.005377169232815504,
0.0018073172541335225,
-0.025034461170434952,
-0.019374608993530273,
0.055542800575494766,
-0.010157526470720768,
0.0066613685339689255,
0.0059527987614274025,
-0.0012784141581505537,
-0.019797325134277344,
0.005698648281395435,
0.005005521699786186,
-0.009515508078038692,
0.014715644530951977,
0.02228510193526745,
-0.03243938460946083,
-0.0006492091924883425,
0.007421661633998156,
0.006941182538866997,
0.01636466756463051,
0.017425259575247765,
-0.00022225834254641086,
0.01763378642499447,
0.010053113102912903,
0.015654699876904488,
-0.015260548330843449,
0.004306549206376076,
-0.000625250453595072,
-0.005021408665925264,
-0.08156448602676392,
-0.023671424016356468,
-0.0006340272375382483,
-0.0038471899461001158,
0.00947769358754158,
0.008814459666609764,
-0.017209026962518692,
-0.0062310704961419106,
-0.023320738226175308,
0.023664336651563644,
-0.008358435705304146,
-0.0032532515469938517,
-0.017263488844037056,
0.002362751867622137,
0.021499067544937134,
-0.025017501786351204,
0.000697994779329747,
-0.029901213943958282,
-0.020286215469241142,
-0.0007149879238568246,
-0.0003308068262413144,
0.0027112949173897505,
0.0029655720572918653,
-0.019761882722377777,
0.0017869092989712954,
0.02492031641304493,
-0.0017271294491365552,
0.012852263636887074,
-0.014794940128922462,
0.0052062589675188065,
0.024593470618128777,
-0.0014079419197514653,
0.004736215807497501,
-0.01718360371887684,
0.005380047019571066,
-0.022166086360812187,
-0.018024522811174393,
-0.005019794218242168,
-0.0014615587424486876,
0.02505427412688732,
0.028561098501086235,
0.01412607915699482,
-0.0003365752927493304,
0.017485888674855232,
0.021525297313928604,
-0.00559816462919116,
0.010609762743115425,
0.012492584995925426,
0.015804145485162735,
0.004385590553283691,
-0.00942015927284956,
-0.020306101068854332,
0.0018920183647423983,
0.009013102389872074,
-0.00262003717944026,
0.010889491066336632,
-0.030002964660525322,
-0.0001639011752558872,
-0.007631528656929731,
-0.01367010734975338,
-0.006971400231122971,
0.05527682974934578,
-0.0038301232270896435,
0.018115613609552383,
0.0025828180368989706,
0.014335357584059238,
0.016786571592092514,
0.03349517658352852,
-0.00045804271940141916,
0.004617373459041119,
-0.010125823318958282,
-0.000005851277364854468,
-0.000060729878896381706,
0.002724182326346636,
-0.021752702072262764,
-0.0024011011701077223,
-0.01562218926846981,
-0.00231190980412066,
0.03053051047027111,
-0.0041686841286718845,
-0.0034513764549046755,
0.010912487283349037,
0.001638652291148901,
-0.012439006939530373,
-0.0331575945019722,
-0.00787911657243967,
-0.0035251963417977095,
0.024100393056869507,
0.012280615977942944,
-0.010436355136334896,
0.0037086601369082928,
0.002844480099156499,
-0.007808716036379337,
0.00866883434355259,
0.017684441059827805,
-0.0462823286652565,
0.010021720081567764,
0.00893175508826971,
-0.008490055799484253,
0.010778485797345638,
-0.004237875808030367,
-0.0009104196797125041,
-0.011254196986556053,
-0.007346872240304947,
-0.019105341285467148,
0.008807260543107986,
0.018977925181388855,
0.031088000163435936,
0.012012496590614319,
-0.011974284425377846,
0.02459864318370819,
-0.008597485721111298,
-0.006896073929965496,
-0.0009314668131992221,
0.012663661502301693,
0.03188987076282501,
0.008114876225590706,
-0.003069688566029072,
0.07255809754133224,
-0.0007441366906277835,
0.0017097539966925979,
-0.004885058384388685,
-0.016264881938695908,
-0.015144814737141132,
0.00351903447881341,
0.0030291625298559666,
0.025835303589701653,
-0.025363868102431297,
0.010750110261142254,
-0.005301275290548801,
0.026642313227057457,
0.003671696176752448,
-0.015038076788187027,
0.01082507986575365,
0.0037826301995664835,
-0.03134531527757645,
0.010447224602103233,
0.0340408980846405,
0.016744432970881462,
-0.0025015659630298615,
-0.013013283722102642,
0.012207938358187675,
0.01830134354531765,
-0.001885066507384181,
0.021535314619541168,
-0.013710503466427326,
-0.007743929512798786,
0.007950362749397755,
0.003648960730060935,
0.03276219591498375,
-0.002226118231192231,
-0.0035940581001341343,
-0.008971164003014565,
-0.009764939546585083,
0.000403230165829882,
-0.0033596614375710487,
0.001229791552759707,
-0.004262734670192003,
0.006442610640078783,
-0.016461564227938652,
0.02115776762366295,
0.021529223769903183,
0.0066749900579452515,
0.0004692747606895864,
0.004232422448694706,
-0.0059446291998028755,
0.011355060152709484,
0.018972307443618774,
-0.012555127032101154,
0.01105432491749525,
0.008145088329911232,
-0.008630460128188133,
0.006187743972986937,
0.01566668227314949,
-0.027384866029024124,
0.010033818893134594,
-0.014983086846768856,
0.01957857981324196,
0.010493014939129353,
-0.0017755938461050391,
0.008015303872525692,
-0.00856824405491352,
0.0030611215624958277,
0.0064782858826220036,
0.01184854470193386,
-0.02301020547747612,
-0.0221119225025177,
0.008739667944610119,
0.00908194575458765,
-0.003154209116473794,
0.006321645341813564,
0.017624754458665848,
-0.015356285497546196,
-0.01220969669520855,
-0.005228192545473576,
-0.008656935766339302,
-0.0038852952420711517,
0.012776149436831474,
0.019620604813098907,
-0.017115257680416107,
-0.023587143048644066,
-0.011764769442379475,
-0.009038785472512245,
0.036024436354637146,
0.0003376661043148488,
-0.07457644492387772,
-0.016421083360910416,
0.006271216552704573,
-0.00583641929551959,
-0.016270587220788002,
-0.0005464833229780197,
-0.006639903411269188,
-0.011709637008607388,
-0.015627136453986168,
-0.008757048286497593,
0.021309467032551765,
0.009510024450719357,
0.0029520823154598475,
0.019059181213378906,
0.013310070149600506,
0.02105158567428589,
0.016547976061701775,
0.011629294604063034,
0.01678202487528324,
0.02426018938422203,
0.007774352561682463,
-0.0057088532485067844,
-0.026831509545445442,
0.003942456562072039,
-0.012591268867254257,
-0.08106778562068939,
0.009328195825219154,
0.0032564913854002953,
-0.00826268456876278,
-0.012277468107640743,
0.03841114789247513,
0.008168396539986134,
-0.017913423478603363,
0.009898630902171135,
-0.012634159997105598,
-0.020718777552247047,
0.008923024870455265,
-0.01097655575722456,
0.01253639068454504,
0.01355756912380457,
-0.005123442970216274,
0.0064584556967020035,
-0.005561205092817545,
0.004119483288377523,
0.006969109643250704,
0.03465401753783226,
0.01840408332645893,
-0.007655519992113113,
0.010561229661107063,
-0.022086752578616142,
0.0026447700802236795,
-0.030595965683460236,
0.009385974146425724,
0.015969490632414818,
-0.005940716713666916,
0.009924555197358131,
0.0057706949301064014,
0.0010319789871573448,
-0.01289437897503376,
0.02665727585554123,
-0.007495657540857792,
-0.008779020980000496,
0.014146989211440086,
0.0023383868392556906,
-0.006957754492759705,
-0.018606841564178467,
-0.03266322985291481,
0.017734244465827942,
0.010388249531388283,
-0.007951364852488041,
-0.009723964147269726,
0.009656467474997044,
-0.012102492153644562,
0.003122560679912567,
-0.0038506730925291777,
0.004551848396658897,
-0.012221493758261204,
0.017697861418128014,
0.009869599714875221,
-0.009939558804035187,
0.000046945053327362984,
-0.007497510407119989,
0.015697244554758072,
-0.009517282247543335,
0.014689748175442219,
0.0014339638873934746,
0.002474999288097024,
-0.01393228117376566,
0.07207224518060684,
-0.004479599185287952,
0.00698211882263422,
-0.022770775482058525,
0.025503160431981087,
-0.0009622531943023205,
0.014214102178812027,
-0.006087208166718483,
-0.004368964117020369,
-0.030059417709708214,
0.0023965593427419662,
-0.008384124375879765,
-0.00032206723699346185,
0.004529344383627176,
0.012005912140011787,
-0.007413560524582863,
-0.0156939085572958,
-0.02927778661251068,
-0.030143652111291885,
0.008497319184243679,
-0.01418442465364933,
-0.03532853722572327,
-0.010440438985824585,
0.004976381082087755,
0.0033689183183014393,
0.017096014693379402,
-0.00932615902274847,
-0.006044451612979174,
0.0024329228326678276,
-0.01200402807444334,
-0.018125265836715698,
0.05349632352590561,
0.009718094952404499,
-0.011362113058567047,
0.013671332038939,
-0.0041298638097941875,
-0.02590726688504219,
0.004028877709060907,
-0.006561610382050276,
0.02521464414894581,
0.004563176538795233,
0.018989060074090958,
0.002733466448262334,
0.020548377186059952,
-0.014975442551076412,
0.020488252863287926,
0.020209036767482758,
0.02049928344786167,
0.017227942124009132,
-0.001227889209985733,
-0.02583795040845871,
0.011100854724645615,
-0.0068228235468268394,
0.020037000998854637,
0.009860250167548656,
-0.04520772397518158,
0.009025171399116516,
0.0075954231433570385,
-0.01654309593141079,
-0.02228582091629505,
-0.009736078791320324,
-0.006991097237914801,
0.000578928564209491,
0.010970505885779858,
0.0014290855033323169,
0.0020880326628684998,
-0.0048597147688269615,
-0.02239769883453846,
-0.026578674092888832,
0.010471360757946968,
-0.015006240457296371,
0.0006167624960653484,
0.0076120998710393906,
0.0015540001913905144,
-0.0016870644176378846,
0.017620859667658806,
0.02634032443165779,
0.004962719976902008,
0.015505416318774223,
0.0025131339207291603,
-0.014408928342163563,
0.02922731637954712,
-0.008602912537753582,
-0.025806033983826637,
-0.0015229234704747796,
-0.0019211762119084597,
-0.005086366552859545,
-0.018972525373101234,
-0.012119377963244915,
0.00914312805980444,
0.014750343747437,
-0.008015494793653488,
0.002694952767342329,
-0.027059461921453476,
0.015543135814368725,
0.03340655192732811,
-0.006857577711343765,
0.0043708523735404015,
0.021656973287463188,
-0.003997631371021271,
0.013294213451445103,
0.001914521330036223,
-0.020150169730186462,
-0.005432870239019394,
0.0035037007182836533,
0.0016513447044417262,
0.016797751188278198,
0.02454269491136074,
-0.020085161551833153,
-0.006549937650561333,
0.02193019725382328,
-0.0002272044657729566,
0.0009545129723846912,
0.030807524919509888,
0.0019251892808824778,
0.011182621121406555,
-0.010495509952306747,
-0.023432275280356407,
0.004091012291610241,
-0.006259310524910688,
0.013120566494762897,
0.01183115504682064,
0.0025328993797302246,
-0.009174617007374763,
0.012446928769350052,
-0.015312655828893185,
-0.00957118533551693,
-0.0074119046330451965,
-0.003717018524184823,
-0.01499862875789404,
-0.0035342546179890633,
-0.0316026508808136,
-0.0010934746824204922,
-0.004564604721963406,
0.012453258968889713,
-0.005795762408524752,
-0.006388683337718248,
0.011227156035602093,
0.012520705349743366,
0.024002378806471825,
0.015028543770313263,
-0.010710743255913258,
-0.0076361410319805145,
-0.016477975994348526,
0.009272287599742413,
0.013390669599175453,
-0.00487044733017683,
-0.013186916708946228,
0.011553929187357426,
0.02257447876036167,
-0.014107429422438145,
0.012980001047253609,
0.009980717673897743,
-0.00632117036730051,
-0.00963770505040884,
0.026906130835413933,
0.01587749645113945,
0.0072945356369018555,
0.009345063008368015,
0.006634121295064688,
-0.013950320892035961,
0.011404725722968578,
0.0005784646491520107,
0.0029711322858929634,
-0.019756194204092026,
-0.013416022062301636,
0.0032820242922753096,
0.00007994406769284979,
-0.002240307629108429,
-0.01564580574631691,
0.022317761555314064,
-0.02554677054286003,
-0.009699305519461632,
-0.0004127365828026086,
-0.01227591186761856,
-0.017456717789173126,
-0.01917596347630024,
0.0024542943574488163,
0.00621804129332304,
0.027777381241321564,
0.001557537936605513,
-0.010398611426353455,
-0.027022872120141983,
-0.007406739518046379,
-0.007942470721900463,
0.008353111334145069,
-0.005759475287050009,
-0.012654059566557407,
0.00020795506134163588,
0.021355921402573586,
0.00298413448035717,
-0.029366077855229378,
-0.012052252888679504,
0.0014575113309547305,
-0.01264769583940506,
-0.02993251569569111,
-0.0011836237972602248,
0.0073348465375602245,
0.01698991470038891,
0.006819153670221567,
0.030559616163372993,
-0.01938568986952305
] | [
0.4469611346721649,
0.5194316506385803,
0.1037052571773529,
0.30797550082206726,
0.5008437633514404,
-0.19264855980873108,
0.29746413230895996,
0.18250495195388794,
-0.23759907484054565,
-0.25930291414260864,
-0.522990345954895,
0.5821006894111633,
0.02677352912724018,
0.2522786557674408,
-0.3054794371128082,
0.3035357892513275,
0.5514783263206482,
0.2824116349220276,
-0.22120940685272217,
0.0862918272614479,
-0.34329044818878174,
-0.12328670173883438,
0.07925564050674438,
-0.2600513696670532,
-0.005202694796025753,
-0.11072384566068649,
-0.06373424082994461,
0.11463294923305511,
-0.45051276683807373,
-0.03611046075820923,
0.12584403157234192,
0.331540048122406,
-0.3154478073120117,
-0.07388283312320709,
0.14655008912086487,
0.057700131088495255,
-0.21782304346561432,
-0.10767601430416107,
-0.2655394971370697,
-0.3747275173664093,
0.17261290550231934,
0.014802741818130016,
-0.01046369131654501,
0.12809689342975616,
-0.41092056035995483,
-0.6347560882568359,
-1.470882773399353,
0.23041579127311707,
0.0468832403421402,
-0.08287655562162399,
-0.07150159776210785,
0.47119975090026855,
-0.27382004261016846,
0.2704079747200012,
0.3885723948478699,
0.07470662891864777,
-0.06515690684318542,
-0.7415913343429565,
0.1541660875082016,
-0.16282708942890167,
0.337708979845047,
-0.34592393040657043,
-0.07147113233804703,
0.2187836617231369,
-0.12162024527788162,
0.4767044484615326,
-0.08591674268245697,
0.08891142904758453,
-0.3297722339630127,
-0.3284026086330414,
-0.08760172873735428,
-0.32170721888542175,
-0.4321456253528595,
-0.04233898967504501,
-0.45132577419281006,
0.4114778935909271,
0.1754821091890335,
-0.3720666170120239,
0.10180182009935379,
-0.016609448939561844,
0.02006668597459793,
0.5154115557670593,
0.15794993937015533,
-0.18643911182880402,
0.7103274464607239,
0.10905392467975616,
-0.14809180796146393,
1.1194921731948853,
-0.3811860978603363,
0.4868622124195099,
0.2340741604566574,
-0.06176287680864334,
0.4132235050201416,
0.1802220642566681,
-0.06591390073299408,
0.1780562698841095,
0.4396587014198303,
-0.12542197108268738,
0.40049394965171814,
0.2600255012512207,
0.25944390892982483,
-0.1470535695552826,
-0.1477981060743332,
-0.3286048471927643,
0.04140162840485573,
-0.006054667755961418,
-0.04419885575771332,
-0.5437365174293518,
-0.26107603311538696,
0.01663557067513466,
-0.18757987022399902,
0.2131376713514328,
0.11982680857181549,
0.27821776270866394,
-0.3296218812465668,
0.25413474440574646,
-0.05043896660208702,
-0.02587519772350788,
0.22443822026252747,
0.149619460105896,
0.21403443813323975,
0.687194287776947,
-0.11685645580291748,
0.13775235414505005,
0.4448016285896301,
0.125666081905365,
0.07982149720191956,
0.5843648314476013,
-0.3966714143753052,
0.30259859561920166,
0.0644792914390564,
0.7392572164535522,
-0.37800952792167664,
0.025314131751656532,
-0.2124006599187851,
0.28275641798973083,
0.06507521122694016,
0.31800928711891174,
0.4113140106201172,
-0.006310758180916309,
-0.4575267732143402,
-0.7722471952438354,
-0.1093396246433258,
0.00007060819189064205,
0.04569045081734657,
-0.15293943881988525,
0.06850434094667435,
-0.01383479405194521,
-0.2850019335746765,
0.17101098597049713,
0.007797829806804657,
0.010884508490562439,
-0.8623659610748291,
0.16706225275993347,
0.25945016741752625,
0.4336209297180176,
0.004198519513010979,
-0.08159084618091583,
-0.36812275648117065,
0.03883880004286766,
0.02463582530617714,
0.24546240270137787,
-0.812053382396698,
-0.42818763852119446,
-0.07191061973571777,
-0.3222139775753021,
-0.08515308797359467,
0.5785647034645081,
0.2807230055332184,
0.00027074580430053174,
-0.32096654176712036,
0.1403769701719284,
0.0827331468462944,
-0.4236436188220978,
0.1882769912481308,
0.886772632598877,
0.2622166574001312,
0.16877061128616333,
0.35809847712516785,
0.5676355957984924,
-0.7363582253456116,
0.3062219023704529,
0.14949865639209747,
-0.2275390923023224,
-0.19262640178203583,
0.12131880968809128,
0.2898057699203491,
-0.388823002576828,
-0.7774733304977417,
-0.5901762843132019,
-0.5832667350769043,
-0.29107946157455444,
0.44879040122032166,
-0.6262786984443665,
0.9349108934402466,
-0.46458277106285095,
-0.16252295672893524,
1.3283768892288208,
-0.21062849462032318,
0.1838579773902893,
0.23047858476638794,
0.13617190718650818,
-0.17489320039749146,
-0.4430520534515381,
-0.9786480069160461,
0.2649180293083191,
0.28416645526885986,
0.10247791558504105,
-0.3833402693271637,
-0.5115599036216736,
0.8888545036315918,
-0.4706405997276306,
-0.037421707063913345,
-0.38307714462280273,
0.11698756366968155,
0.3003196716308594,
-0.4968479573726654,
0.3138597309589386,
0.052839308977127075,
-0.5133577585220337,
0.2200949788093567,
-0.09890515357255936,
0.26163560152053833,
0.7701869010925293,
-0.1476784348487854,
0.27157068252563477,
0.2770651876926422,
0.11389287561178207,
0.9199469685554504,
-0.7572775483131409,
0.19607338309288025,
-0.20034725964069366,
-0.027610044926404953,
-0.5955458879470825,
-0.4248693883419037,
0.36211076378822327,
-0.10254029184579849,
-0.039468809962272644,
-0.019579121842980385,
0.22376906871795654,
-0.4791361391544342,
0.02260962687432766,
-0.7500476241111755,
0.7752959728240967,
-0.023863505572080612,
-0.5627411007881165,
-0.1626436859369278,
0.3082563877105713,
-0.695794939994812,
-0.08271980285644531,
-0.38349416851997375,
0.5317589640617371,
0.34341564774513245,
-0.4971526265144348,
0.2620254456996918,
-0.19440574944019318,
-0.1801120489835739,
0.28204667568206787,
-0.2520965039730072,
0.16627606749534607,
-0.2682829797267914,
0.03252824395895004,
-0.27501145005226135,
0.2585379481315613,
-0.4278096854686737,
-0.35037004947662354,
-0.4563605487346649,
-0.364747554063797,
0.09885470569133759,
0.5053284764289856,
0.19339168071746826,
-0.33939704298973083,
-0.5738413333892822,
-0.013061519712209702,
-0.16365782916545868,
-0.40966156125068665,
0.3430595099925995,
0.734968900680542,
-0.2647020220756531,
0.04328498616814613,
-0.07799851894378662,
0.7181718945503235,
0.41727715730667114,
-0.7420557141304016,
0.05967675894498825,
-0.26122117042541504,
0.17166252434253693,
-0.3076053261756897,
-0.5939263701438904,
0.1996745467185974,
-0.23925495147705078,
-0.2869611084461212,
0.0031356296967715025,
0.3216766119003296,
0.4378691017627716,
0.6239861845970154,
0.08494516462087631,
-0.12761634588241577,
0.5940083861351013,
0.09232829511165619,
-0.2679203152656555,
0.6158986687660217,
-0.12361112236976624,
-0.16873271763324738,
-0.014057604596018791,
-0.08643234521150589,
-0.4164765775203705,
-0.15808077156543732,
-6.1513800621032715,
-0.14898955821990967,
-0.4040690064430237,
-0.5018959045410156,
0.01032540388405323,
0.37856969237327576,
0.8611908555030823,
-0.3486427962779999,
0.037610772997140884,
-0.07506819069385529,
0.4440031051635742,
0.24104160070419312,
0.5085203647613525,
0.14625000953674316,
0.06917109340429306,
-0.03856390342116356,
0.9332508444786072,
0.31090742349624634,
0.07933012396097183,
0.027445727959275246,
0.040362853556871414,
-0.3716943562030792,
0.030484413728117943,
0.24706025421619415,
-0.09536184370517731,
-0.20388942956924438,
-0.7506762146949768,
0.28776809573173523,
0.0381614975631237,
-0.06889395415782928,
0.19050490856170654,
-0.1241857260465622,
-0.40646007657051086,
-0.18248829245567322,
-0.004129000008106232,
0.17892536520957947,
-0.355391263961792,
-0.33950886130332947,
-0.16295985877513885,
0.12639829516410828,
0.0252212081104517,
0.4282986521720886,
0.5278860330581665,
0.18740779161453247,
0.30056697130203247,
-0.41223353147506714,
-0.027143720537424088,
-0.25007256865501404,
-0.19902601838111877,
0.6774293184280396,
-0.2927992045879364,
-0.036654017865657806,
0.47906506061553955,
-0.04736882075667381,
-0.08905012905597687,
-0.17247410118579865,
0.45359060168266296,
0.04158337786793709,
-0.38244763016700745,
-0.060473959892988205,
0.0677117258310318,
-0.2770572006702423,
0.2648991048336029,
-0.34072399139404297,
0.2129538357257843,
0.059930332005023956,
-0.5452601313591003,
-0.6483452916145325,
0.28291624784469604,
0.03626583516597748,
-0.42547962069511414,
0.14739537239074707,
0.37075936794281006,
-0.6498196721076965,
0.2106834203004837,
-0.4603312015533447,
0.09156201034784317,
-0.1454954743385315,
0.1814654916524887,
-0.015117176808416843,
-0.01769915409386158,
0.2677576541900635,
-0.13581445813179016,
-0.584923267364502,
0.16505570709705353,
-0.44905325770378113,
0.25366470217704773,
0.4035002291202545,
0.15755493938922882,
0.1571519523859024,
1.105401635169983,
0.14359837770462036,
0.5642635226249695,
0.059529900550842285,
-0.029541369527578354,
0.8599439859390259,
0.2657354772090912,
0.25021815299987793,
-0.039926137775182724,
-0.17450948059558868,
0.22747309505939484,
-0.15328283607959747,
0.20859253406524658,
-0.635575532913208,
-0.30381083488464355,
-0.17931900918483734,
0.0654124766588211,
-0.021619180217385292,
0.583888590335846,
-0.32308876514434814,
-0.2030862718820572,
0.12894031405448914,
0.04127194359898567,
-0.6125938892364502,
0.057536717504262924,
-0.15331025421619415,
-0.2145908623933792,
0.5254456996917725,
0.1700325310230255,
-0.34781986474990845,
0.4588969051837921,
0.4625968039035797,
-0.3598043918609619,
-0.04582641273736954,
0.19312359392642975,
-0.17171059548854828,
0.04939822107553482,
0.5718404650688171,
0.1053653135895729,
-0.06896691024303436,
0.4925083518028259,
0.6785832047462463,
-0.014739244244992733,
0.16696907579898834,
0.06469056755304337,
-0.26888278126716614,
0.09235800057649612,
0.054213110357522964,
-0.09801660478115082,
-0.4166855812072754,
0.21044498682022095,
-0.06699647009372711,
0.10425067692995071,
0.22324854135513306,
0.15943607687950134,
-0.11183854192495346,
0.21090373396873474,
0.3170444071292877,
0.039417099207639694,
-0.05717157945036888,
-0.13075993955135345,
-0.05521847680211067,
0.05444838106632233,
-0.0702177882194519,
0.03509354591369629,
0.15268877148628235,
0.5836338996887207,
-0.13604937493801117,
-0.03865475580096245,
-0.4661734402179718,
0.26081234216690063,
0.1624828726053238,
-1.2474132776260376,
-0.12887977063655853,
0.2844577729701996,
0.31999218463897705,
-0.5217493772506714,
-0.7719278335571289,
-0.24557460844516754,
0.6731091737747192,
-0.4743645489215851,
-0.3810803294181824,
-0.8048024773597717,
-0.10238894820213318,
0.21808847784996033,
-0.06425099074840546,
0.1297832876443863,
-0.2991219162940979,
0.07117646932601929,
-0.584092378616333,
-0.06926178932189941,
0.14851169288158417,
-0.2644277811050415,
0.12118375301361084,
0.5601575374603271,
-0.4546024799346924,
-0.14422084391117096,
0.14621278643608093,
-0.3269824981689453,
-0.34934085607528687,
0.09904845058917999,
0.006991271860897541,
0.3775272071361542,
0.06100369244813919,
0.11865393072366714,
0.1121860072016716,
-0.02533133700489998,
0.2432994544506073,
-0.1366446316242218,
-0.14119713008403778,
0.10638022422790527,
0.3915252685546875,
-0.7842139005661011,
0.2053476721048355,
-0.017617303878068924,
-0.241148442029953,
0.4253349006175995,
0.12726269662380219,
-0.09327299892902374,
0.3279256224632263,
-0.4455580413341522,
-0.5017846822738647,
-0.1681424379348755,
0.5191134810447693,
-0.303040087223053,
-0.3978785574436188,
0.23470279574394226,
-0.358885794878006,
-0.7832593321800232,
0.39381125569343567,
-0.14705200493335724,
0.02345486916601658,
-0.02202545292675495,
0.3267791271209717,
-0.21383479237556458,
0.09037299454212189,
0.22132904827594757,
-0.39296114444732666,
0.10118620842695236,
0.2729533612728119,
-0.2976303994655609,
-0.09980003535747528,
0.5275399684906006,
-0.2795175611972809,
-0.34375110268592834,
-0.2506871223449707,
0.06058040261268616,
0.259465754032135,
-0.03239576146006584,
-0.33783143758773804,
-0.10794961452484131,
0.2978101372718811,
-0.19330093264579773,
-0.658220648765564,
-0.30946359038352966,
-0.030856890603899956,
0.3384751081466675,
-0.4224911332130432,
-0.8129763603210449,
0.2000245302915573,
0.26475363969802856,
0.12196392565965652,
-0.16180716454982758,
0.25310730934143066,
0.2969536781311035,
0.0421932153403759,
-0.31790614128112793,
-0.6960229277610779,
0.3327578604221344,
0.018239619210362434,
-0.38658076524734497,
-0.44711530208587646,
-0.03192899376153946,
-0.35792791843414307,
0.012801817618310452,
0.31015723943710327,
-0.4688352346420288,
-0.5889139175415039,
0.17343848943710327,
-0.5929757952690125,
0.30762869119644165,
0.037456877529621124,
1.1308358907699585,
0.5435988903045654,
0.11365512013435364,
-0.25537988543510437,
-0.09350298345088959,
-0.11729545891284943,
-0.2600293457508087,
0.5198027491569519,
0.0706176906824112,
-0.11544550210237503,
-0.3185123801231384,
-0.5533381104469299,
0.3069372773170471,
-0.17635945975780487,
0.6770326495170593,
-0.1569613814353943,
-0.07089708745479584,
-0.5860031843185425,
-0.6223230361938477,
0.4468536078929901,
-0.39946526288986206,
-0.11720869690179825,
-0.09864123910665512,
-0.01676761917769909,
0.462917298078537,
0.143246129155159,
0.0246628075838089,
0.1512962430715561,
-0.431878924369812,
0.26347455382347107,
0.46177157759666443,
-0.6278096437454224,
0.5707352757453918,
0.3517163395881653,
-0.07746707648038864,
0.07310452312231064,
-0.06582976877689362,
0.09303943067789078,
0.20313194394111633,
0.13681016862392426,
0.009225096553564072,
1.1532455682754517,
-0.0411364771425724,
-0.2927456200122833,
0.44690456986427307,
-0.5373300909996033,
0.5056325197219849,
0.4509996175765991,
-0.2514180839061737,
0.06776881217956543,
0.4233851432800293,
-0.2419261634349823,
0.1474011093378067,
0.5562183260917664,
0.0635380893945694,
0.06855081766843796,
-0.06701461225748062,
0.42904722690582275,
0.15727242827415466,
0.7101730108261108,
0.11866109818220139,
0.22537630796432495,
-0.2403896450996399,
0.25613167881965637,
0.24430550634860992,
-0.7581197023391724,
-0.3792544901371002,
0.2938251793384552,
0.5010567903518677,
-0.4247294068336487,
-0.06570496410131454,
0.2870428264141083,
-0.5389631986618042,
0.6650788187980652,
0.25200241804122925,
0.178118497133255,
-0.5575993061065674,
0.1620265394449234,
0.10154309868812561,
-0.04619208723306656,
0.052325233817100525,
0.2545616924762726,
-0.004167813342064619,
-0.4368526339530945,
0.17395952343940735,
0.0208925511687994,
-0.22516444325447083,
-0.10201514512300491,
-0.023176031187176704,
0.25407886505126953,
0.22560952603816986,
0.11172427982091904,
0.16899912059307098,
-0.0185870248824358,
0.5406081080436707,
0.24580945074558258,
0.2892065644264221,
-0.05145566910505295,
-0.2696928381919861,
0.10085203498601913,
-0.34869518876075745,
0.4037126898765564,
0.2803582549095154,
-0.7485761642456055,
0.4940521717071533,
0.516840398311615,
-0.09846422076225281,
-0.024465085938572884,
-0.24989259243011475,
0.5663402676582336,
-0.2482188194990158,
-0.5352270603179932,
0.09755028039216995,
0.2332073450088501,
-0.3873102068901062,
-0.13767939805984497,
0.17785373330116272,
-0.011087487451732159,
0.008760564029216766,
-0.5869029760360718,
-0.6096193790435791,
0.03844333812594414,
-0.010770845226943493,
-0.20657022297382355,
-0.13120298087596893,
0.5303774476051331,
0.0904272049665451,
0.1592455953359604,
-0.045524224638938904,
0.18917971849441528,
-0.4924429655075073,
0.4169147312641144,
-0.7185123562812805,
-0.03984648361802101,
-0.3176123797893524,
0.3347107768058777,
-0.44327858090400696,
0.0016663827700540423,
0.6665740013122559,
0.17631790041923523,
0.042703770101070404,
0.030137615278363228,
-0.3283080756664276,
-0.6139890551567078,
0.5224472284317017,
-0.28676560521125793,
0.08685728907585144,
-0.2448301613330841,
-0.1230720579624176,
-0.17525549232959747,
0.6620351076126099,
-0.26847410202026367,
0.4475656747817993,
-0.026542944833636284,
0.39807361364364624,
0.30468258261680603,
-0.5089519023895264,
0.5448998212814331,
-0.39764583110809326,
-0.39347171783447266,
-0.2279365211725235,
0.5640299320220947,
-0.14907518029212952,
-0.07507219165563583,
0.330724835395813,
0.13829882442951202,
0.23825974762439728,
-0.47009342908859253,
0.29474377632141113,
-0.2669152319431305,
0.2198975533246994,
-0.2663934528827667,
-0.3483804166316986,
0.3126128613948822,
-0.687234103679657,
0.02899879775941372,
-0.3040994107723236,
0.48380693793296814,
-0.0891570970416069,
-0.42169031500816345,
-0.2058359682559967,
-0.2165338099002838,
-0.17608457803726196,
0.08358928561210632,
0.287800669670105,
-0.26969113945961,
-0.5291262865066528,
0.0289683286100626
] |
Requirement engineers are not able to elicit and analyze the security requirements clearly, that are essential for the development of secure and reliable software. Proper identification of security requirements present in the Software Requirement Specification (SRS) document has been a problem being faced by the developers. As a result, they are not able to deliver the software free from threats and vulnerabilities. Thus, in this paper, we intend to mine the descriptions of security requirements present in the SRS document and thereafter develop the classification models. The security-based descriptions are analyzed using text mining techniques and are then classified into four types of security requirements viz. authentication-authorization, access control, cryptography-encryption and data integrity using J48 decision tree method. Corresponding to each type of security requirement, a prediction model has been developed. The effectiveness of the prediction models is evaluated against requirement specifications collected from 15 projects which have been developed by MS students at DePaul University. The result analysis indicated that all the four models have performed very well in predicting their respective type of security requirements. | [
0.016058199107646942,
0.007651077583432198,
-0.006655745208263397,
0.015213614329695702,
-0.010731630027294159,
0.009664826095104218,
0.009752554818987846,
-0.009605003520846367,
-0.012839226983487606,
-0.007154468446969986,
-0.01091443095356226,
0.0037522069178521633,
0.004555444233119488,
0.0042970022186636925,
0.013093608431518078,
-0.02494567446410656,
-0.004052790813148022,
0.004835580009967089,
0.0023561755660921335,
-0.006814785301685333,
-0.007835526019334793,
-0.003469043644145131,
0.008548052050173283,
-0.003243846818804741,
-0.024000845849514008,
-0.008409912697970867,
0.004388307686895132,
0.007359695620834827,
-0.00555220665410161,
-0.012302355840802193,
-0.00963481143116951,
0.00804909411817789,
-0.002579757943749428,
-0.009047620929777622,
0.00969560258090496,
-0.02656036987900734,
0.002289862371981144,
0.015059605240821838,
0.032753221690654755,
-0.0035082995891571045,
-0.020546531304717064,
-0.0010615785140544176,
0.0009886925108730793,
0.01046991627663374,
-0.0061530680395662785,
0.0068459901958703995,
0.0009894722606986761,
-0.008638212457299232,
-0.0004789135418832302,
0.009980779141187668,
-0.008340702392160892,
-0.015288455411791801,
-0.0027942562010139227,
0.0005294308066368103,
-0.00622950866818428,
-0.004474584013223648,
0.019553430378437042,
0.04975980892777443,
-0.019882559776306152,
0.011480302549898624,
-0.018813494592905045,
0.009112926200032234,
-0.024350814521312714,
0.005793631076812744,
-0.005707121454179287,
-0.06715784966945648,
-0.0201719980686903,
0.0054160552099347115,
-0.0023622100707143545,
0.0018457317491993308,
-0.018857058137655258,
0.009153321385383606,
-0.04688820615410805,
-0.031750086694955826,
-0.0014375103637576103,
0.005852054338902235,
-0.009438877925276756,
0.0161253921687603,
0.014375113882124424,
0.0043762740679085255,
0.012966757640242577,
0.006358839105814695,
-0.0031338888220489025,
0.012653134763240814,
-0.006347028072923422,
-0.02163000777363777,
-0.010657068341970444,
-0.010309325531125069,
-0.007053431589156389,
0.004529958590865135,
0.013628557324409485,
0.03805180639028549,
-0.022305769845843315,
0.014360692352056503,
-0.03074861690402031,
0.007365885656327009,
-0.001148129696957767,
0.012122591957449913,
-0.004746929742395878,
0.0036836632061749697,
-0.0003018430434167385,
0.018664930015802383,
0.021871427074074745,
-0.006496713496744633,
0.01241160836070776,
0.011896234005689621,
0.0156736858189106,
0.019495682790875435,
0.009154231287539005,
0.00792708806693554,
-0.006621943786740303,
0.019355807453393936,
-0.035220667719841,
-0.03217113018035889,
-0.024526402354240417,
-0.01671665534377098,
0.00020669936202466488,
0.014174968004226685,
0.00970493070781231,
-0.004377351142466068,
-0.010845838114619255,
-0.012534981593489647,
0.006054496858268976,
0.02774379402399063,
0.00696142390370369,
0.004977485630661249,
-0.011581497266888618,
0.0035513313487172127,
-0.015063196420669556,
0.013858900405466557,
-0.011132805608212948,
-0.005976388230919838,
0.002371507929638028,
0.00035050511360168457,
0.002227155724540353,
-0.00038927613059058785,
-0.007641810458153486,
-0.004711010493338108,
0.0021475122775882483,
0.007016628049314022,
-0.007823087275028229,
0.009055206552147865,
-0.0031027738004922867,
0.014848078601062298,
0.0010890699923038483,
-0.013257244601845741,
-0.03316914290189743,
0.0032072258181869984,
0.0068271527998149395,
-0.008313311263918877,
0.009051939472556114,
-0.02061367779970169,
-0.01277959905564785,
-0.0047774724662303925,
0.002336347009986639,
-0.007067173719406128,
-0.015499443747103214,
-0.017192009836435318,
-0.017403457313776016,
0.0076276082545518875,
0.020970478653907776,
0.006968481931835413,
0.031093228608369827,
0.006599264685064554,
-0.021606119349598885,
0.018381953239440918,
0.0017204440664499998,
-0.004818062297999859,
-0.004203315824270248,
-0.0012630776036530733,
-0.0005445322021842003,
0.005208679474890232,
0.018938640132546425,
0.001436869497410953,
-0.006877748761326075,
0.00222065974958241,
0.003941780887544155,
0.005232266150414944,
-0.01915127970278263,
0.06753023713827133,
0.03424106165766716,
0.024619756266474724,
-0.028959421440958977,
0.01105003897100687,
0.01359488070011139,
-0.01952347531914711,
-0.0346110537648201,
-0.006524315103888512,
-0.014456200413405895,
-0.00719133485108614,
-0.01647469587624073,
-0.016588391736149788,
-0.0017815959872677922,
-0.008611087687313557,
-0.012571640312671661,
0.003147936426103115,
-0.0052375271916389465,
-0.010221976786851883,
0.006261582486331463,
-0.017307784408330917,
0.036244094371795654,
0.024160511791706085,
0.01589679904282093,
0.029200810939073563,
0.001341535011306405,
0.011960991658270359,
-0.0015338514931499958,
0.0026210714131593704,
-0.028717778623104095,
0.030940428376197815,
0.015432950109243393,
0.004247539676725864,
0.010392508469522,
-0.016073714941740036,
0.0029845875687897205,
0.01957513764500618,
0.0010074458550661802,
0.004305542912334204,
0.006362549494951963,
-0.016675999388098717,
-0.0034849736839532852,
-0.005317411385476589,
0.023096438497304916,
-0.006440278142690659,
0.030818473547697067,
-0.014009098522365093,
0.011520340107381344,
0.008214842528104782,
-0.017061486840248108,
-0.010057168081402779,
0.0005840067751705647,
-0.013371805660426617,
-0.006386477034538984,
-0.008848931640386581,
0.00634117191657424,
0.02959192544221878,
0.006630349904298782,
0.0028043463826179504,
0.0032080821692943573,
-0.013020016252994537,
-0.013638612814247608,
0.0077690668404102325,
-0.012711859308183193,
0.00645475322380662,
0.006971336901187897,
0.01532512903213501,
-0.012338189408183098,
-0.005077920388430357,
0.030046561732888222,
0.0008234838023781776,
0.0029648817144334316,
0.011223108507692814,
0.026398807764053345,
-0.008021408692002296,
0.022242091596126556,
0.013898661360144615,
0.020596856251358986,
0.015413105487823486,
0.02351728267967701,
-0.037407346069812775,
0.007449338212609291,
0.0014462117105722427,
0.009688962250947952,
0.024035802111029625,
-0.00517863966524601,
0.008733491413295269,
-0.010164465755224228,
0.0037726000882685184,
0.007385295815765858,
-0.01478101871907711,
0.0006833625957369804,
-0.0037242649123072624,
-0.0033312984742224216,
-0.08199581503868103,
-0.010426205582916737,
0.004622341133654118,
0.013215040788054466,
0.013253244571387768,
0.013517268933355808,
-0.0010631985496729612,
-0.005125048570334911,
-0.011435595341026783,
0.014012403786182404,
0.0014766743406653404,
0.019771838560700417,
-0.018246661871671677,
-0.007821161299943924,
-0.0013467972166836262,
-0.015362615697085857,
-0.0021433839574456215,
-0.006600710563361645,
-0.017979715019464493,
-0.0011407528072595596,
-0.02274405211210251,
0.015116505324840546,
0.028522588312625885,
0.003632287960499525,
-0.01603640802204609,
-0.0005905567668378353,
0.045231156051158905,
-0.011698917485773563,
-0.006703585851937532,
-0.0010709405178204179,
0.011048315092921257,
-0.005932129919528961,
0.008690311573445797,
-0.006958973594009876,
-0.022014422342181206,
0.03235947713255882,
-0.019184274598956108,
-0.00010141206439584494,
-0.004256649408489466,
0.02603105455636978,
0.02653176710009575,
0.010309753939509392,
-0.014364873059093952,
0.011480739340186119,
0.0069663142785429955,
0.03095647692680359,
0.009436344727873802,
0.05269986763596535,
0.011580824851989746,
-0.013163848780095577,
-0.007365259807556868,
-0.01130122970789671,
-0.033533599227666855,
0.004189608618617058,
0.0009019887074828148,
0.02648387849330902,
-0.001366322860121727,
0.006124843843281269,
-0.006837515626102686,
-0.008105210028588772,
0.007443401496857405,
0.019078146666288376,
0.014948307536542416,
0.003581393975764513,
0.003289588261395693,
0.001969269011169672,
0.014991112984716892,
0.015404857695102692,
-0.009599043056368828,
0.00773566123098135,
0.0049177492037415504,
-0.009382011368870735,
-0.0029836632311344147,
-0.0022674263454973698,
-0.010849467478692532,
-0.015958011150360107,
-0.014748496003448963,
0.015419474802911282,
0.005421326495707035,
0.0046516647562384605,
-0.006143646314740181,
0.016572320833802223,
2.742744982242584e-7,
0.0037137572653591633,
-0.006058821454644203,
0.0056055462919175625,
-0.0040710619650781155,
-0.017085101455450058,
0.011172782629728317,
-0.008160590194165707,
0.0020124006550759077,
-0.015993162989616394,
0.01728813163936138,
0.006996286101639271,
0.017606420442461967,
-0.02325066551566124,
-0.009476044215261936,
-0.012333269231021404,
0.012533823028206825,
0.011190345510840416,
-0.024395599961280823,
-0.005539438221603632,
-0.0006064143963158131,
-0.010198947042226791,
-0.015098931267857552,
0.0044357748702168465,
-0.01202206127345562,
-0.019729726016521454,
-0.0222332626581192,
-0.009470639750361443,
-0.020291026681661606,
-0.005073759704828262,
-0.009675852954387665,
0.009253885596990585,
0.011979063972830772,
0.047922711819410324,
-0.02394026890397072,
0.02924787625670433,
0.07251743972301483,
-0.006419071927666664,
0.012624869123101234,
0.004157309420406818,
-0.0016169850714504719,
-0.011184950359165668,
0.03073742985725403,
-0.01576123759150505,
-0.006231570150703192,
-0.010363353416323662,
0.011332599446177483,
0.031248904764652252,
-0.002336753997951746,
0.0018402026034891605,
-0.0076636746525764465,
0.006268114782869816,
0.009703150019049644,
0.015036094933748245,
-0.016619175672531128,
0.01805918663740158,
0.007655914407223463,
-0.010005773976445198,
-0.022873982787132263,
0.01794975809752941,
0.0015866877511143684,
-0.01511174812912941,
-0.018054243177175522,
-0.014219255186617374,
0.0031547672115266323,
0.007675992324948311,
0.00687177712097764,
0.02757861278951168,
-0.001182351727038622,
-0.011687533929944038,
-0.004219538532197475,
0.0272994264960289,
0.010090259835124016,
-0.009836123324930668,
-0.003330597886815667,
-0.0034103149082511663,
0.03864850103855133,
-0.012299607507884502,
0.013529308140277863,
0.02106739766895771,
-0.006463156081736088,
0.014042636379599571,
-0.05143054947257042,
-0.0012517992872744799,
0.006509517785161734,
0.02223438210785389,
-0.001091719139367342,
0.011146117933094501,
0.012823451310396194,
-0.0010728724300861359,
0.010693223215639591,
0.01684267446398735,
0.007267924025654793,
-0.0010590041056275368,
-0.015076648443937302,
0.012562623247504234,
0.007544280961155891,
0.010974705219268799,
0.014112995937466621,
-0.0038444362580776215,
-0.0004311734810471535,
-0.012391505762934685,
-0.004238346125930548,
0.0018475239630788565,
0.008428802713751793,
-0.003420579247176647,
-0.006450206972658634,
-0.016354132443666458,
-0.007116143591701984,
-0.013018354773521423,
-0.017423434183001518,
-0.040174029767513275,
0.007006583735346794,
0.03432748466730118,
-0.019152449443936348,
0.006605552975088358,
0.01045627985149622,
-0.014690595678985119,
0.007539910264313221,
0.018005434423685074,
0.01425929181277752,
0.011638740077614784,
-0.033423230051994324,
-0.07469138503074646,
0.004404042847454548,
0.004086798056960106,
-0.007746441289782524,
-0.006437830161303282,
0.027600117027759552,
-0.0018226818647235632,
0.004164902027696371,
-0.010489460080862045,
-0.01915394328534603,
0.020239658653736115,
-0.027480730786919594,
-0.011181746609508991,
-0.00064246472902596,
0.007833097130060196,
-0.011570729315280914,
0.013866715133190155,
-0.018775325268507004,
0.004646784625947475,
-0.0031282715499401093,
-0.0025500634219497442,
0.00853552483022213,
-0.005613056942820549,
-0.0026119397953152657,
-0.007349036168307066,
-0.08150505274534225,
0.007036884315311909,
0.0006490587256848812,
-0.0032176109962165356,
-0.006969092413783073,
-0.015551342628896236,
0.006830855272710323,
-0.02162933349609375,
-0.01896202564239502,
-0.013552581891417503,
-0.02427789568901062,
0.01820586994290352,
-0.011116261593997478,
-0.015715613961219788,
0.012077105231583118,
-0.005050603300333023,
0.0008440929232165217,
-0.003506743349134922,
0.004970815032720566,
0.0016488484106957912,
0.009572016075253487,
0.0184258371591568,
-0.0010838827583938837,
-0.0013765234034508467,
-0.013746466487646103,
0.007103807758539915,
-0.01780698075890541,
0.00962250865995884,
0.03366857022047043,
-0.0015490073710680008,
0.013349405489861965,
0.013069834560155869,
0.013690735213458538,
-0.0016405154019594193,
0.014664542861282825,
-0.005764966364949942,
-0.0087981466203928,
-0.005657081492245197,
0.007498638704419136,
-0.015061331912875175,
-0.003977368585765362,
-0.017549434676766396,
0.01734316349029541,
0.0015778602100908756,
-0.02304852567613125,
-0.0048558395355939865,
0.006001114379614592,
-0.00428525498136878,
-0.007278749253600836,
0.0022812504321336746,
0.007790545001626015,
-0.006013843230903149,
0.0024717384949326515,
0.008877750486135483,
-0.04267264902591705,
0.027367157861590385,
-0.007097688503563404,
0.0005599695723503828,
-0.01662035658955574,
0.005625738762319088,
-0.0036413671914488077,
0.015621138736605644,
-0.006955970078706741,
0.07266731560230255,
-0.04387091100215912,
0.013038086704909801,
-0.020659781992435455,
0.02040284499526024,
-0.006219871807843447,
0.006998724304139614,
0.00008227123180404305,
0.010167410597205162,
-0.010170946829020977,
-0.012389780953526497,
-0.008577161468565464,
0.016103947535157204,
0.0072341482155025005,
0.017854955047369003,
-0.030259786173701286,
0.011951299384236336,
-0.020932722836732864,
-0.004983256570994854,
0.01995520293712616,
0.006950037088245153,
0.010936430655419827,
-0.027430683374404907,
0.008892390877008438,
0.0008178302086889744,
-0.011178570799529552,
-0.008397532626986504,
0.012698531150817871,
-0.014945821836590767,
0.0071848975494503975,
-0.0302115511149168,
0.020952273160219193,
0.002614174038171768,
0.026547707617282867,
0.007515556178987026,
-0.028183767572045326,
0.015350931324064732,
-0.002470622304826975,
-0.03281779959797859,
-0.006863223854452372,
-0.008089998736977577,
0.013146795332431793,
0.0009059703443199396,
-0.0214700847864151,
-0.006675553508102894,
0.019505130127072334,
0.023611752316355705,
-0.007635654415935278,
0.014336053282022476,
0.01619650609791279,
0.0021485602483153343,
0.011667360551655293,
-0.0005387910641729832,
-0.007443909998983145,
0.00043926865328103304,
0.007297429256141186,
-0.000622948631644249,
0.0018433278892189264,
0.018247321248054504,
0.001644505187869072,
-0.03380240499973297,
-0.009160952642560005,
0.019228603690862656,
-0.0019471329869702458,
0.015866685658693314,
-0.018498821184039116,
-0.004327429924160242,
-0.018419716507196426,
-0.0009343809215351939,
0.014362100511789322,
-0.03081691265106201,
-0.012232951819896698,
-0.0013145876582711935,
-0.0006699657533317804,
0.007777294144034386,
0.008919725194573402,
-0.0027561825700104237,
0.011800950393080711,
0.02351406216621399,
0.007271904498338699,
-0.00452533271163702,
0.013017235323786736,
-0.008430540561676025,
-0.005117812193930149,
-0.0045365141704678535,
-0.008744909428060055,
0.0017969193868339062,
0.004000624176114798,
-0.00028661382384598255,
0.00243134587071836,
0.005861383397132158,
0.021790986880660057,
0.0020228149369359016,
0.0003513407427817583,
0.003745641093701124,
0.03419693559408188,
-0.021069303154945374,
0.008560559712350368,
-0.03186309337615967,
0.0092993825674057,
0.03143153339624405,
0.004026599228382111,
-0.013785764575004578,
-0.0026313690468668938,
-0.009340853430330753,
0.012536970898509026,
0.007717433851212263,
0.02431253157556057,
-0.012085363268852234,
-0.018686283379793167,
0.016986826434731483,
0.010653520934283733,
-0.028545062988996506,
-0.007587117608636618,
-0.0071625299751758575,
0.000531497411429882,
-0.00048765353858470917,
-0.00296761398203671,
0.005953052081167698,
-0.004991026129573584,
0.0003800857812166214,
-0.0007571250898763537,
0.008332479745149612,
0.019081711769104004,
-0.005269690416753292,
0.010089471936225891,
0.0005206286441534758,
-0.018607372418045998,
0.03006904013454914,
-0.017079217359423637,
0.016826894134283066,
0.037564717233181,
-0.0028479392640292645,
-0.01568840630352497,
-0.0013536082115024328,
0.010160028003156185,
-0.007212485186755657,
-0.0032476235646754503,
0.02202809974551201,
-0.041197214275598526,
-0.009623960591852665,
-0.03304010629653931,
0.005555326119065285,
0.03133831545710564,
0.007609223481267691,
-0.00838546548038721,
0.006991368718445301,
-0.006811660248786211,
0.0009499163134023547,
0.004422205965965986,
0.007020245306193829,
0.004192562308162451,
-0.008141499012708664,
-0.003397856606170535,
-0.023694904521107674,
0.03668006882071495,
-0.002968326909467578,
0.017304571345448494,
-0.019358886405825615,
0.007952766492962837,
0.013842282816767693,
0.026221703737974167,
0.006595983169972897,
0.005996292922645807,
0.001890681916847825,
0.014668243937194347,
0.02676394023001194,
-0.004062293563038111,
-0.034709054976701736,
0.019346097484230995,
-0.022873984649777412,
-0.01028338260948658,
-0.012842649593949318,
0.004798460751771927,
0.0009647596161812544,
-0.009848551824688911,
-0.02983284369111061,
-0.014337428845465183,
-0.004886852577328682,
0.005804785061627626,
0.012875755317509174,
0.021387755870819092,
-0.019625429064035416,
-0.01126130111515522,
-0.005430554039776325,
0.0022723209112882614,
-0.009809013456106186,
0.0016950075514614582,
-0.003567107254639268,
0.01166418008506298,
0.01945408806204796,
-0.017278015613555908,
-0.019331034272909164,
-0.0076118940487504005,
0.014869417995214462,
-0.010079815983772278,
-0.004354559350758791,
0.015207469463348389,
0.0018615943845361471,
-0.0032892071176320314,
-0.002803496550768614,
-0.01917652040719986
] | [
0.4597683548927307,
0.4957239627838135,
0.18075896799564362,
0.14800390601158142,
0.41854020953178406,
0.00015780612011440098,
0.3145126700401306,
-0.6833153963088989,
-0.06116747111082077,
-0.3658832311630249,
-0.6365181803703308,
0.8253551125526428,
0.21472088992595673,
-0.16817110776901245,
-0.2730039358139038,
0.5240800380706787,
0.7384893894195557,
0.2014434039592743,
-0.10508399456739426,
-0.4317378103733063,
-0.6710448861122131,
0.009288543835282326,
0.40451088547706604,
-0.34991514682769775,
0.16063439846038818,
0.44423845410346985,
0.5069469213485718,
0.5401163697242737,
-0.360060453414917,
-0.16932952404022217,
0.2582147419452667,
-0.1157999262213707,
-0.37726300954818726,
-0.4185798168182373,
-0.3504951596260071,
0.16289709508419037,
-0.19709473848342896,
0.1575739085674286,
-0.18137362599372864,
-0.46640902757644653,
-0.24901512265205383,
-0.05400384962558746,
-0.18315711617469788,
0.33332812786102295,
-0.3293481469154358,
-0.2752581834793091,
-1.247003197669983,
-0.3293896019458771,
-0.27646493911743164,
-0.035965029150247574,
-0.05243154987692833,
0.7475463151931763,
-0.5257319808006287,
0.12884895503520966,
0.2991871237754822,
0.40220507979393005,
-0.15150366723537445,
-0.6133515238761902,
-0.039845388382673264,
-0.4411218762397766,
0.6349533796310425,
0.22773244976997375,
-0.1416623443365097,
0.14355485141277313,
0.29508715867996216,
0.5846003293991089,
-0.24978990852832794,
-0.3946073055267334,
-0.5012385845184326,
-0.007232269737869501,
0.16755861043930054,
-0.11057450622320175,
-0.05799878388643265,
0.23485489189624786,
-0.7438459992408752,
0.1787353903055191,
0.17979936301708221,
-0.3684808611869812,
-0.3063948452472687,
-0.16546005010604858,
0.0633367970585823,
0.3460729122161865,
0.7442494034767151,
-0.17931239306926727,
0.6237711310386658,
0.2507341206073761,
0.2035234123468399,
0.6093145608901978,
0.007267975248396397,
0.36683279275894165,
0.4734121859073639,
-0.2836569845676422,
0.3616935610771179,
0.24217882752418518,
0.014008757658302784,
0.2251373827457428,
0.07367751002311707,
-0.06720926612615585,
0.1362624168395996,
0.46637260913848877,
-0.004213177599012852,
0.21120643615722656,
-0.30661511421203613,
-0.3285878896713257,
-0.21873275935649872,
-0.2430228739976883,
-0.3386842906475067,
-0.16027456521987915,
-0.8305373191833496,
0.5491390228271484,
-0.751268208026886,
0.10989987850189209,
0.0408032089471817,
-0.24600674211978912,
-0.3019265830516815,
0.3488135039806366,
0.08355845510959625,
0.23782283067703247,
-0.045276377350091934,
0.6284952163696289,
0.5608747601509094,
0.7351912260055542,
-0.05189106613397598,
-0.09047917276620865,
0.20717088878154755,
0.15175612270832062,
0.6827244162559509,
0.9699470400810242,
-0.3623461425304413,
0.049966372549533844,
0.05715373530983925,
0.9154813289642334,
-0.44395729899406433,
0.294739305973053,
-0.4336144030094147,
-0.2738253176212311,
0.4781942069530487,
0.0827021524310112,
0.058839526027441025,
0.08605748414993286,
-0.5993401408195496,
-0.500694215297699,
0.01314228679984808,
-0.3372856080532074,
-0.4162325859069824,
-0.5766656398773193,
0.18741965293884277,
-0.14511501789093018,
-0.35223230719566345,
0.4643317759037018,
-0.03989889472723007,
0.14650368690490723,
-0.6405170559883118,
0.10251504927873611,
-0.2512890100479126,
0.49474188685417175,
0.4159703552722931,
0.045657332986593246,
-0.3932366967201233,
-0.05221836641430855,
-0.18854759633541107,
-0.11772900074720383,
-0.9488927125930786,
0.4825340509414673,
0.3225380778312683,
-0.005710692144930363,
-0.10953139513731003,
0.2873304784297943,
0.5705170035362244,
0.19657424092292786,
-0.132135272026062,
-0.3557904064655304,
-0.5355048775672913,
-0.31445515155792236,
-0.15595003962516785,
0.2060183435678482,
0.69050532579422,
0.3248978555202484,
0.5725445747375488,
-0.07603374868631363,
-0.6673869490623474,
-0.3729231655597687,
-0.052761707454919815,
0.09826298803091049,
0.6634953022003174,
0.07969917356967926,
0.3266752362251282,
-0.3120235204696655,
-0.5960854887962341,
-0.4806218147277832,
-0.23692306876182556,
-0.4749932587146759,
0.41857412457466125,
-0.9752424955368042,
1.1462461948394775,
-0.325348824262619,
-0.018660396337509155,
1.5042080879211426,
-0.5881035327911377,
0.41955089569091797,
0.569930911064148,
0.185188889503479,
-0.06738560646772385,
-0.0960293710231781,
-0.4021758735179901,
0.17289945483207703,
0.45904064178466797,
0.2134726196527481,
-0.525295615196228,
-0.37439340353012085,
0.7384907007217407,
-0.4286791682243347,
-0.24251404404640198,
-0.6053834557533264,
0.2033184915781021,
-0.14324915409088135,
-0.4859079420566559,
0.4093852937221527,
0.2905416488647461,
-0.36036819219589233,
1.3875000476837158,
-0.39549800753593445,
0.28078001737594604,
0.7044522762298584,
-0.013624361716210842,
0.03496229648590088,
0.08216666430234909,
-0.3668869733810425,
0.7761479020118713,
-0.6469729542732239,
0.018133651465177536,
-0.6310258507728577,
0.40487736463546753,
-0.4882177710533142,
-0.3391415774822235,
0.08078452944755554,
-0.3416856527328491,
-0.29080986976623535,
0.048664435744285583,
0.05477863922715187,
-0.5149961709976196,
0.17868082225322723,
-0.7242940068244934,
0.1290283352136612,
0.24640390276908875,
-0.092121921479702,
-0.4481916129589081,
0.24310557544231415,
-0.5463972687721252,
-0.008454855531454086,
-0.06387569010257721,
0.27275919914245605,
0.20101036131381989,
-0.45480507612228394,
-0.3026656210422516,
0.2477029711008072,
-0.4777560234069824,
0.030318912118673325,
-0.25197339057922363,
0.004720883909612894,
-0.21520259976387024,
0.09340539574623108,
0.03521613031625748,
0.27195480465888977,
-0.07327423989772797,
-0.16900977492332458,
-0.5395628809928894,
-0.5709702968597412,
0.4279131293296814,
1.1306873559951782,
0.12404283881187439,
-0.06129726767539978,
-0.6564567685127258,
0.12192202359437943,
-0.3077739477157593,
-0.4290948212146759,
0.4224644601345062,
0.18864397704601288,
-0.5583370923995972,
-0.2814658582210541,
0.2654643952846527,
0.49923190474510193,
0.5756523609161377,
-0.7578713893890381,
-0.25559523701667786,
-0.16967660188674927,
0.08512768894433975,
-0.602621853351593,
-0.33590617775917053,
0.08046591281890869,
-0.16761289536952972,
0.749696671962738,
-0.13752694427967072,
-0.4300035238265991,
0.8860109448432922,
0.42998912930488586,
-0.3447020351886749,
0.49605852365493774,
0.5803825259208679,
-0.21078616380691528,
-0.5270178914070129,
0.5610834360122681,
0.17496541142463684,
-0.1935809999704361,
0.3867676258087158,
-0.5377100706100464,
-0.3592586815357208,
0.3013148903846741,
-5.865153789520264,
-0.514176070690155,
-0.340076744556427,
0.1817585676908493,
-0.10438480973243713,
0.3326060175895691,
0.6850515604019165,
-0.14466767013072968,
0.27859067916870117,
-0.192840576171875,
-0.0683896467089653,
0.40325284004211426,
0.3562753200531006,
0.4489738643169403,
-0.06578149646520615,
0.34999749064445496,
0.52359938621521,
0.18730305135250092,
0.4370085895061493,
0.24517418444156647,
-0.0018002616707235575,
-0.5747200846672058,
-0.011162339709699154,
0.27043986320495605,
0.24275022745132446,
0.11556806415319443,
-1.2720938920974731,
0.5359590649604797,
-0.13546432554721832,
-0.13863666355609894,
0.17839524149894714,
-0.0723051205277443,
-0.18791472911834717,
-0.30630093812942505,
0.017339183017611504,
-0.17206500470638275,
0.26717284321784973,
-0.0694633349776268,
-0.15292353928089142,
-0.42897650599479675,
0.22360722720623016,
0.1160949319601059,
-0.04331482574343681,
-0.15119938552379608,
0.12198563665151596,
-0.6522319912910461,
-0.2813301086425781,
-0.11727888882160187,
-0.05591806396842003,
0.6455934643745422,
-0.35918864607810974,
-0.3459039628505707,
0.3690478801727295,
-0.16638964414596558,
-0.15738104283809662,
-0.20809201896190643,
0.5578693747520447,
0.05728469416499138,
-0.6050127744674683,
0.46047651767730713,
-0.2435278296470642,
-0.5133221745491028,
-0.06343521177768707,
-0.7766706943511963,
-0.41753822565078735,
0.33647409081459045,
-0.5218512415885925,
-0.8875499963760376,
-0.2550404667854309,
0.27178579568862915,
-0.26755449175834656,
0.524125874042511,
-0.029927603900432587,
-0.6771302819252014,
0.41117510199546814,
-0.5738613605499268,
0.19425731897354126,
-0.09250716865062714,
-0.022964032366871834,
0.14514018595218658,
0.23585587739944458,
-0.2771063446998596,
-0.026413926854729652,
0.025834623724222183,
0.11091030389070511,
-0.3284117579460144,
0.24173176288604736,
0.2583331763744354,
-0.06919222325086594,
-0.019586196169257164,
0.8750758767127991,
0.06703975796699524,
0.4455878734588623,
0.12436109036207199,
0.5656152367591858,
0.35650375485420227,
0.31235307455062866,
0.3436315059661865,
0.42310482263565063,
-0.44129428267478943,
0.13190849125385284,
0.021456751972436905,
-0.09898301213979721,
-0.9058099389076233,
-0.30162400007247925,
0.0027340624947100878,
-0.452869713306427,
0.046906132251024246,
0.9385204911231995,
-0.07648823410272598,
-0.32907018065452576,
-0.15085701644420624,
-0.7769327759742737,
0.038523945957422256,
0.09533154219388962,
0.06620749831199646,
-0.3107024133205414,
0.17038264870643616,
-0.003507849294692278,
-0.2562081813812256,
-0.10087867081165314,
0.2938622236251831,
0.3801209628582001,
-0.12083263695240021,
-0.14057289063930511,
-0.30727437138557434,
0.28764548897743225,
0.7264807820320129,
0.06598952412605286,
-0.053962983191013336,
0.28785261511802673,
0.8231238126754761,
-0.5053921341896057,
-0.02183043211698532,
0.1191038265824318,
-0.1989479660987854,
-0.004449591506272554,
0.2117915153503418,
0.13792113959789276,
-0.7160781025886536,
0.5862710475921631,
-0.16190505027770996,
0.34957486391067505,
0.033002983778715134,
0.7236779928207397,
-0.2631133794784546,
-0.18566490709781647,
0.2948625385761261,
0.06582383811473846,
0.030210744589567184,
-0.19569186866283417,
-0.4400763511657715,
0.4274749755859375,
-0.2929459512233734,
-0.30313628911972046,
-0.10236053168773651,
0.43825313448905945,
-0.05086195096373558,
0.2436223328113556,
-0.744572639465332,
0.2586299479007721,
-0.05904929339885712,
-0.7408002614974976,
0.01872684806585312,
0.33769655227661133,
-0.16720151901245117,
-0.704088032245636,
-0.07196568697690964,
-0.2634655833244324,
0.6671227216720581,
-0.04026350751519203,
-0.45056334137916565,
-0.3833659589290619,
-0.5842092633247375,
-0.1253836303949356,
-0.10168208181858063,
-0.29580679535865784,
0.3168148696422577,
-0.09217670559883118,
-0.0023878964129835367,
0.22613933682441711,
-0.5404574871063232,
-0.061863552778959274,
-0.07108496874570847,
0.547809362411499,
-0.16751150786876678,
0.011853043921291828,
0.11137279868125916,
-0.661820650100708,
-0.444999635219574,
0.1674371063709259,
-0.0697232261300087,
0.7625218033790588,
-0.0956120565533638,
-0.027506662532687187,
-0.3458048701286316,
0.25803452730178833,
0.5936709642410278,
-0.33831700682640076,
-0.6573664546012878,
0.1905452311038971,
0.12855485081672668,
-0.5431725978851318,
0.3083209991455078,
-0.07401790469884872,
-0.3350265324115753,
0.1507958024740219,
-0.1497875303030014,
-0.1419403851032257,
0.12584006786346436,
-0.5325003862380981,
-0.5265836119651794,
-0.0733211487531662,
0.06560402363538742,
-1.1422703266143799,
-0.21283356845378876,
0.10408838093280792,
-0.027208518236875534,
-0.4590500295162201,
0.1651235818862915,
0.20502914488315582,
0.18828131258487701,
0.09262800961732864,
0.4337170124053955,
-0.3722582757472992,
-0.25591129064559937,
0.39419639110565186,
-0.45674657821655273,
-0.15021385252475739,
-0.19202157855033875,
-0.388762891292572,
-0.05724840238690376,
0.1566697508096695,
-0.2352873980998993,
-0.025710098445415497,
-0.16962634027004242,
-0.3961164355278015,
0.6302418112754822,
0.13851487636566162,
0.012731877155601978,
-0.7592742443084717,
0.6163010001182556,
0.011512170545756817,
-0.554103672504425,
-0.33779457211494446,
0.19727888703346252,
0.3308218717575073,
-0.41128072142601013,
-1.0837762355804443,
0.06516542285680771,
0.40613749623298645,
0.18669120967388153,
-0.15218406915664673,
0.045240212231874466,
0.8144105672836304,
0.4478508532047272,
0.04179973155260086,
-0.5236517190933228,
-0.09858819842338562,
0.19547665119171143,
0.19139868021011353,
-0.10908594727516174,
-0.1820860207080841,
-0.5941386222839355,
0.17401611804962158,
0.2442787140607834,
-0.19955815374851227,
-0.6496530771255493,
0.04531389847397804,
-0.5665678977966309,
0.1410277932882309,
0.05531279370188713,
0.7556571960449219,
0.573487401008606,
0.3233785331249237,
-0.18885625898838043,
-0.07744291424751282,
-0.17551985383033752,
0.06841429322957993,
0.37971293926239014,
-0.22276251018047333,
-0.42178958654403687,
0.02161450870335102,
-0.09291743487119675,
0.47727957367897034,
-0.5661688446998596,
0.5265038013458252,
0.2913195788860321,
-0.3775846064090729,
-0.17985892295837402,
-0.4071862995624542,
0.10313121229410172,
-0.6918889880180359,
0.05821898207068443,
-0.46122685074806213,
0.024543393403291702,
0.15389642119407654,
0.05673925206065178,
-0.011420918628573418,
0.23260165750980377,
0.08139607310295105,
0.5964307188987732,
0.5393499135971069,
-0.5287691950798035,
0.3590467870235443,
0.5493355393409729,
0.3898402750492096,
-0.06468701362609863,
-0.018941810354590416,
-0.0007142325048334897,
0.04819062724709511,
-0.17707228660583496,
0.5139400959014893,
0.635996401309967,
-0.3252624571323395,
-0.4941006600856781,
0.49273988604545593,
-0.4914901852607727,
0.32977259159088135,
0.36824479699134827,
-0.04528895020484924,
0.09996150434017181,
0.8703622817993164,
-0.055033128708601,
-0.46873512864112854,
0.6206438541412354,
-0.36541250348091125,
-0.1812906116247177,
0.23023481667041779,
0.26180562376976013,
0.5512606501579285,
0.5196714401245117,
0.39140254259109497,
0.1831485480070114,
-0.2278691977262497,
0.19887147843837738,
0.2068701982498169,
-0.512222170829773,
-0.09958439320325851,
0.44544628262519836,
0.3947349488735199,
0.3486587405204773,
0.24306534230709076,
0.03758823871612549,
-0.27272069454193115,
0.7724569439888,
0.3723171353340149,
0.4490070939064026,
0.0009713505860418081,
0.26335012912750244,
-0.29747316241264343,
-0.20877130329608917,
0.005353312473744154,
0.3148118555545807,
-0.5495896339416504,
-0.24860209226608276,
0.1246231198310852,
0.02158770151436329,
0.13753065466880798,
0.29169535636901855,
-0.10012993961572647,
0.5453921556472778,
0.31736433506011963,
0.2521652281284332,
-0.3920128345489502,
0.07203538715839386,
0.6587265729904175,
-0.003231282578781247,
0.5161365866661072,
0.14115114510059357,
-0.2426772117614746,
0.3637675642967224,
-0.5084617137908936,
0.6350291967391968,
0.06450411677360535,
-0.7047763466835022,
0.5487868189811707,
0.3051956295967102,
-0.13335013389587402,
-0.27988067269325256,
0.2612972855567932,
0.4841056764125824,
-0.30277031660079956,
-0.6486576795578003,
0.0005539220292121172,
-0.045378606766462326,
-0.1434837132692337,
-0.05817512050271034,
0.05662182345986366,
0.007169219199568033,
-0.59757000207901,
-0.5269742608070374,
-0.1692148596048355,
0.17043693363666534,
0.026600105687975883,
-0.10487133264541626,
-0.17159976065158844,
0.6505867838859558,
0.5807333588600159,
0.026764683425426483,
-0.14978443086147308,
0.16229581832885742,
-0.10291977226734161,
0.2762196362018585,
-0.5929135680198669,
0.3590583801269531,
-0.38129642605781555,
0.5269302725791931,
-0.369182288646698,
-0.08896656334400177,
0.3769719898700714,
0.6171653270721436,
0.1994674950838089,
0.3781450688838959,
0.07555432617664337,
0.24078047275543213,
0.04808954894542694,
-0.2412988841533661,
0.26678335666656494,
-0.18321974575519562,
-0.3956815004348755,
-0.2836255729198456,
0.5316290855407715,
-0.2616194486618042,
0.09673310816287994,
-0.21749557554721832,
0.23438569903373718,
0.5415537357330322,
-0.07416518777608871,
-0.01665550097823143,
-0.07402990013360977,
-0.40042728185653687,
-0.19315741956233978,
0.9463344216346741,
-0.603797435760498,
0.46062204241752625,
-0.00834216084331274,
-0.0006561967311426997,
0.14490462839603424,
-0.645250678062439,
0.024907924234867096,
-0.012173410505056381,
-0.1171899139881134,
0.47692713141441345,
-0.22962874174118042,
0.32466956973075867,
-0.5818870663642883,
-0.33277374505996704,
-0.5822935104370117,
0.35295647382736206,
0.0466747060418129,
-0.5077261328697205,
0.3405196964740753,
-0.1282057911157608,
-0.47567218542099,
0.275679349899292,
-0.08124794811010361,
-0.5498782396316528,
-0.5953295826911926,
0.09408999234437943
] |
People flow at a citywide level is in a mixed state with several basic patterns (e.g. commuting, working, commercial), and it is therefore difficult to extract useful information from such a mixture of patterns directly. In this paper, we proposed a novel tensor factorization approach to modeling city dynamics in a basic life pattern space (CitySpectral Space). To obtain the CitySpectrum, we utilized Non-negative Tensor Factorization (NTF) to decompose a people flow tensor into basic life pattern tensors, described by three bases i.e. the intensity variation among different regions, the time-of-day and the sample days. We apply our approach to a big mobile phone GPS log dataset (containing 1.6 million users) to model the fluctuation in people flow before and after the Great East Japan Earthquake from a CitySpectral perspective. In addition, our framework is extensible to a variety of auxiliary spatial-temporal data. We parametrize a people flow with a spatial distribution of the Points of Interest (POIs) to quantitatively analyze the relationship between human mobility and POI distribution. Based on the parametric people flow, we propose a spectral approach for a site-selection recommendation and people flow simulation in another similar area using POI distribution. | [
0.0028334101662039757,
0.02817431651055813,
-0.0017176340334117413,
0.019200604408979416,
0.01839383691549301,
-0.027602531015872955,
0.00960038136690855,
-0.013296232558786869,
-0.01467311941087246,
0.018881555646657944,
-0.011849242262542248,
0.020895343273878098,
0.0014861570671200752,
0.012725376524031162,
-0.012600010260939598,
0.018992744386196136,
-0.007321104407310486,
0.000550384633243084,
0.008460013195872307,
0.00114446971565485,
-0.025781825184822083,
0.03754827752709389,
0.010147608816623688,
-0.0012862479779869318,
-0.014009922742843628,
0.0031331533100456,
-0.0037318547256290913,
-0.014594510197639465,
0.005655569024384022,
-0.004150997847318649,
-0.016691962257027626,
-0.0063827610574662685,
0.01464079786092043,
0.01668749935925007,
0.002166063990443945,
-0.0046381875872612,
-0.002280123997479677,
0.018406523391604424,
0.016902070492506027,
-0.005517527461051941,
0.010654772631824017,
-0.011231912299990654,
0.012634322978556156,
-0.016758324578404427,
-0.00923426914960146,
-0.0008577732369303703,
-0.005410699173808098,
-0.0001681959256529808,
-0.0035038921050727367,
0.009055563248693943,
-0.00958896055817604,
0.00194938899949193,
-0.00898105651140213,
-0.006248192861676216,
-0.006502109579741955,
-0.02735079824924469,
0.019963018596172333,
0.0007776978891342878,
0.01002827100455761,
-0.0027198106981813908,
-0.024968694895505905,
0.03514808788895607,
0.015735886991024017,
-0.024616600945591927,
-0.002387570682913065,
-0.06682907044887543,
0.02667298913002014,
0.008820239454507828,
-0.005165609065443277,
0.006072433665394783,
0.0010221765842288733,
0.011441291309893131,
-0.009601159021258354,
-0.01469358243048191,
0.026496421545743942,
-0.01607225090265274,
-0.022770438343286514,
0.007621390745043755,
-0.022703299298882484,
0.003997528925538063,
0.009641163051128387,
0.004688554909080267,
0.015046831220388412,
0.015736663714051247,
-0.013515029102563858,
0.012496484443545341,
-0.005402502603828907,
0.008641263470053673,
0.02202432230114937,
-0.009783236309885979,
0.010405017994344234,
-0.02432904578745365,
0.012204739265143871,
0.006107046734541655,
-0.009474491700530052,
0.010258355177938938,
-0.003790192538872361,
-0.011156932450830936,
-0.005101654678583145,
0.0437544584274292,
-0.019718609750270844,
0.019248083233833313,
0.02865632064640522,
-0.017400197684764862,
-0.0070158326998353004,
0.010485179722309113,
-0.021058322861790657,
0.0006379317492246628,
-0.017594363540410995,
0.004413747228682041,
-0.0016458199825137854,
0.002227533608675003,
-0.005179593339562416,
-0.013410829938948154,
0.012199483811855316,
-0.006258364766836166,
-0.026836544275283813,
0.016399262472987175,
0.01119300164282322,
-0.008411258459091187,
0.005834499374032021,
-0.00737404078245163,
0.0042328424751758575,
0.012704502791166306,
0.005379307083785534,
0.0015781698748469353,
-0.012704025022685528,
0.010924778878688812,
-0.00721612386405468,
0.016210291534662247,
-0.008898413740098476,
0.00337600358761847,
0.019934609532356262,
-0.00458754226565361,
-0.0013849723618477583,
-0.00767095573246479,
0.003291832748800516,
-0.020201392471790314,
-0.006623956374824047,
0.0029310593381524086,
0.017258740961551666,
0.0040572513826191425,
0.0030466641765087843,
0.00537771824747324,
0.0024409901816397905,
-0.006999707315117121,
-0.0059501174837350845,
0.017936134710907936,
-0.008303992450237274,
0.004435710608959198,
0.02694208174943924,
0.009260125458240509,
-0.022052951157093048,
-0.015852581709623337,
-0.021745886653661728,
0.0002042725682258606,
-0.015724748373031616,
-0.010272948071360588,
-0.012986777350306511,
-0.01044786162674427,
0.01678132265806198,
-0.017596956342458725,
0.03656601160764694,
0.008194813504815102,
0.011252906173467636,
0.014049756340682507,
-0.045821692794561386,
0.008204884827136993,
-0.009171975776553154,
0.004981354810297489,
-0.00745709054172039,
0.020290188491344452,
-0.03169586509466171,
0.008900419808924198,
-0.006786137819290161,
0.015263714827597141,
0.03072506934404373,
0.008620800450444221,
-0.013823051005601883,
0.06713411211967468,
-0.006163506302982569,
0.019097035750746727,
0.004780987277626991,
-0.022467277944087982,
0.010493114590644836,
-0.01863666996359825,
0.015446718782186508,
-0.0025916723534464836,
0.029714301228523254,
0.00614896509796381,
0.001483200117945671,
-0.023080728948116302,
0.0024681719951331615,
0.0007804669439792633,
-0.0008098050020635128,
0.00279919127933681,
0.0015090960077941418,
-0.0005325730890035629,
0.014298180118203163,
0.007157322950661182,
-0.013291883282363415,
-0.008837617933750153,
0.022620629519224167,
-0.01986721344292164,
-0.01896987110376358,
0.015881722792983055,
-0.008912697434425354,
-0.030831582844257355,
-0.021927211433649063,
0.031895413994789124,
0.009660248644649982,
-0.04670141637325287,
-0.0013984786346554756,
-0.015581782907247543,
0.008513174951076508,
-0.005258917808532715,
-0.0053694723173975945,
0.02217758446931839,
0.01374734565615654,
-0.013862194493412971,
-0.0007441340712830424,
0.001639598747715354,
0.002742528449743986,
-0.017272191122174263,
0.0017673005349934101,
0.019199054688215256,
0.00042382441461086273,
0.013760334812104702,
-0.008582858368754387,
-0.016032302752137184,
0.0031255059875547886,
-0.01334869209676981,
-0.009377981536090374,
0.025539731606841087,
0.03892934322357178,
0.009632732719182968,
0.008624278008937836,
-0.025959838181734085,
0.012443473562598228,
-0.011481836438179016,
-0.007715355139225721,
0.0045553697273135185,
0.02887755259871483,
-0.019691018387675285,
-0.018597299233078957,
-0.01610773429274559,
0.018756983801722527,
-0.0019182958640158176,
-0.03235573694109917,
0.01239980198442936,
0.002563199494034052,
0.017954513430595398,
-0.02727614901959896,
0.0017587821930646896,
0.024599062278866768,
0.02992979995906353,
0.031024198979139328,
0.03217228874564171,
0.024264894425868988,
-0.010698918253183365,
0.0008520307019352913,
0.007547349669039249,
-0.024834945797920227,
-0.02571374550461769,
-0.013262080028653145,
0.011271966621279716,
0.01805315725505352,
0.02130667120218277,
0.011025803163647652,
0.011824209243059158,
0.0021563542541116476,
-0.016259105876088142,
0.0011240006424486637,
-0.08119446784257889,
-0.019253719598054886,
-0.0009611936984583735,
-0.009976697154343128,
0.010996641591191292,
0.016395127400755882,
0.013570703566074371,
-0.0009379819966852665,
-0.022162185981869698,
-0.0011539303231984377,
0.015395283699035645,
0.024032259359955788,
-0.015850599855184555,
0.017879586666822433,
0.024097122251987457,
-0.015851609408855438,
0.01712149567902088,
0.0038950052112340927,
-0.011533721350133419,
-0.019020777195692062,
0.010577244684100151,
0.009626047685742378,
0.004350578412413597,
-0.011975077912211418,
-0.023912085220217705,
0.0051718479953706264,
0.031221898272633553,
-0.0038409861735999584,
-0.008098077028989792,
0.01164111029356718,
0.0014955135993659496,
-0.02917793206870556,
-0.006170956417918205,
-0.01604694128036499,
0.036756373941898346,
-0.007543823216110468,
-0.02604334056377411,
-0.011294341646134853,
-0.01194988377392292,
0.01767510361969471,
0.014022041112184525,
0.008905199356377125,
-0.02309437282383442,
0.004733695648610592,
-0.011534707620739937,
-0.008717373013496399,
-0.012599289417266846,
-0.01735253445804119,
0.009614531882107258,
-0.00771924015134573,
0.01492656022310257,
0.0011527552269399166,
0.007365972734987736,
0.010488585568964481,
-0.01896470971405506,
-0.00023735128343105316,
0.0014369525015354156,
0.00047518149949610233,
-0.016251735389232635,
-0.009173469617962837,
0.009193280711770058,
-0.023482587188482285,
-0.008865121752023697,
0.0014140652492642403,
-0.003393549006432295,
0.006432496942579746,
0.007121024653315544,
0.009574946016073227,
-0.014024184085428715,
0.0013746421318501234,
0.018755432218313217,
0.00047415588051080704,
-0.014978799968957901,
0.0029837728943675756,
-0.005518216639757156,
-0.01930123195052147,
-0.01582503691315651,
-0.005191230680793524,
0.012673459015786648,
-0.018766839057207108,
-0.0037853429093956947,
0.011347577907145023,
0.00600059051066637,
0.02419426664710045,
-0.013057926669716835,
-0.02216627076268196,
0.007606318220496178,
0.0006376398960128427,
0.008580035530030727,
-0.010934552177786827,
-0.0021045892499387264,
0.00544530525803566,
-0.003376567270606756,
0.00388381932862103,
-0.019859425723552704,
-0.0075315143913030624,
0.00672101229429245,
0.002270651049911976,
-0.007106514181941748,
0.009493034332990646,
0.0056016151793301105,
0.005144624970853329,
-0.019926179200410843,
-0.020990651100873947,
-0.01745755225419998,
0.007009492255747318,
0.001648671692237258,
-0.017837323248386383,
-0.017066700384020805,
-0.012938076630234718,
-0.034691087901592255,
0.020225301384925842,
-0.009099621325731277,
0.020738370716571808,
0.010334479622542858,
0.006966406479477882,
-0.009399797767400742,
-0.014913495630025864,
0.07220424711704254,
0.007710503879934549,
0.025754772126674652,
-0.0022013527341187,
-0.00388505682349205,
-0.00777720520272851,
0.006093976087868214,
-0.007158143445849419,
0.03271164372563362,
-0.032540202140808105,
0.012104537338018417,
-0.008445123210549355,
-0.010558154433965683,
0.015969764441251755,
0.016898469999432564,
-0.005121513735502958,
-0.001629524864256382,
0.024060185998678207,
-0.002867903560400009,
0.015818003565073013,
0.017930440604686737,
0.009266949258744717,
-0.0015467924531549215,
-0.011478673666715622,
0.02124175988137722,
-0.02318505570292473,
0.00046472507528960705,
-0.019899342209100723,
-0.007894031703472137,
0.0013710216153413057,
0.01319335401058197,
-0.03343530371785164,
-0.0067633166909217834,
-0.009493697434663773,
0.0015800190158188343,
-0.014680253341794014,
0.0015846588648855686,
-0.0014291016850620508,
-0.006443326361477375,
0.013560334220528603,
0.002581628505140543,
-0.0166009534150362,
0.042016174644231796,
0.012397604063153267,
0.029690325260162354,
0.013870779424905777,
-0.0020965877920389175,
-0.00843109842389822,
-0.0001179938844870776,
0.014811388216912746,
-0.01322641596198082,
0.013514306396245956,
0.010411644354462624,
0.01342996396124363,
0.02832011692225933,
-0.004750384949147701,
0.010796000249683857,
0.000044313143007457256,
-0.0013341926969587803,
0.027725394815206528,
0.0014342591166496277,
-0.008023044094443321,
-0.0033942461013793945,
-0.033057890832424164,
0.013910973444581032,
-0.02676575630903244,
-0.015791846439242363,
-0.017632896080613136,
0.0011531373020261526,
0.008501047268509865,
0.011588120833039284,
-0.006031273398548365,
-0.01728048548102379,
-0.0030380061361938715,
0.015654653310775757,
0.019057583063840866,
0.020198021084070206,
-0.028281958773732185,
0.0003760680556297302,
0.023666391149163246,
0.005635356064885855,
0.01613929308950901,
-0.0039056879468262196,
-0.0015778453089296818,
-0.014787623658776283,
-0.045870181173086166,
0.0036689811386168003,
-0.07448415458202362,
0.015504617244005203,
0.012709727510809898,
-0.009583708830177784,
-0.017286699265241623,
0.011924208141863346,
-0.01626565307378769,
0.007100463844835758,
-0.010415472090244293,
-0.011805814690887928,
0.0031868722289800644,
0.008440936915576458,
0.019576294347643852,
0.00011594290845096111,
0.009664000943303108,
0.03261866793036461,
0.0002077929675579071,
0.010602934285998344,
-0.004973739385604858,
0.011707616038620472,
0.012587195262312889,
-0.01336078904569149,
0.013759145513176918,
0.00346128037199378,
0.02704693377017975,
-0.08091887086629868,
0.0079165268689394,
0.015661507844924927,
-0.012765632942318916,
0.009614277631044388,
0.002033836441114545,
0.02780888043344021,
-0.013739210553467274,
0.0019006123766303062,
-0.013412486761808395,
-0.0128159299492836,
-0.01392384059727192,
-0.010046403855085373,
0.010795134119689465,
-0.0037388813216239214,
-0.0028273260686546564,
0.032952919602394104,
-0.005791146773844957,
-0.015572557225823402,
0.0007670831400901079,
-0.008769865147769451,
0.0035883616656064987,
-0.012213768437504768,
0.01630185730755329,
-0.011675767600536346,
-0.016446607187390327,
-0.003969257697463036,
0.008616361767053604,
0.013526633381843567,
0.02066819928586483,
0.029525380581617355,
0.013087823055684566,
0.01651323214173317,
0.009324440732598305,
-0.019238097593188286,
-0.015800047665834427,
0.0051480731926858425,
-0.00393541157245636,
0.0059783682227134705,
-0.001927182194776833,
-0.0074640060774981976,
0.005775720812380314,
0.01725875772535801,
0.006534602493047714,
0.007876933552324772,
-0.006365303881466389,
0.0015779174864292145,
-0.005340267904102802,
0.02829008176922798,
-0.0069805411621928215,
0.0002545099414419383,
-0.006882847752422094,
0.026328999549150467,
-0.0028968676924705505,
0.006997093558311462,
-0.005457192659378052,
-0.008520109578967094,
0.025674015283584595,
-0.000053056166507303715,
0.01618766039609909,
-0.01632341556251049,
0.011939444579184055,
-0.006205051671713591,
0.07210785150527954,
-0.049972668290138245,
0.011757142841815948,
-0.014668865129351616,
-0.01890503615140915,
-0.003079563844949007,
-0.047215044498443604,
-0.000024555251002311707,
-0.005285345017910004,
-0.016640931367874146,
0.020250603556632996,
0.00026767526287585497,
-0.009296143427491188,
0.012863234616816044,
0.017816001549363136,
-0.015915634110569954,
0.004406383726745844,
-0.004829335026443005,
-0.005874049384146929,
-0.009594906121492386,
0.0043761469423770905,
0.001110287383198738,
-0.038925327360630035,
-0.0009360744152218103,
0.013511838391423225,
-0.01385258324444294,
-0.00896286591887474,
0.004441952332854271,
-0.007134275045245886,
-0.00402488000690937,
-0.00871218927204609,
0.0019783535972237587,
0.002657646546140313,
-0.0006470922380685806,
0.026844561100006104,
0.008233193308115005,
0.01793680153787136,
-0.004734937567263842,
0.00789280328899622,
0.009710470214486122,
-0.02550356835126877,
0.013037240132689476,
-0.0053452677093446255,
-0.002582545392215252,
-0.011341230943799019,
-0.02551741525530815,
0.006430290173739195,
0.010175448842346668,
-0.01973569020628929,
0.010528509505093098,
0.017137311398983,
-0.0029384582303464413,
0.026860537007451057,
0.0046266596764326096,
0.0026681881863623857,
0.02475482039153576,
0.025651047006249428,
0.009704330936074257,
-0.020368479192256927,
0.0028513134457170963,
-0.02440715953707695,
-0.004038945771753788,
0.004858206957578659,
-0.0009303344995714724,
0.00036273268051445484,
0.003371274098753929,
-0.014022158458828926,
-0.016186682507395744,
0.02712555043399334,
0.015664611011743546,
0.0011055218055844307,
0.012046439573168755,
0.005971614271402359,
0.011177629232406616,
0.0012318948283791542,
0.018947336822748184,
0.012930390425026417,
-0.0018420633859932423,
0.017337705940008163,
0.0034864800982177258,
-0.009022553451359272,
0.009933080524206161,
-0.019238706678152084,
-0.007131442427635193,
-0.0032584061846137047,
-0.021089650690555573,
-0.017991546541452408,
0.02323489636182785,
-0.009610255248844624,
0.010074367746710777,
0.01349628809839487,
0.00044269650243222713,
0.00268349377438426,
-0.016424164175987244,
0.0077051990665495396,
0.03431285545229912,
0.010899389162659645,
0.012093333527445793,
-0.008444497361779213,
0.012133203446865082,
0.017037328332662582,
-0.010209579020738602,
0.020198673009872437,
-0.021465538069605827,
0.008002659305930138,
0.005957191810011864,
0.016207387670874596,
-0.004446269944310188,
-0.029834620654582977,
-0.02922864817082882,
-0.01483452320098877,
0.02608734555542469,
-0.030417703092098236,
0.016290470957756042,
0.00012023281306028366,
-0.013053955510258675,
-0.006785221863538027,
-0.0085190050303936,
-0.004198907874524593,
-0.008602536283433437,
-0.021043628454208374,
0.0035991191398352385,
-0.013500098139047623,
0.0311850905418396,
0.004303634166717529,
-0.022615961730480194,
-0.0099288085475564,
0.006269426550716162,
-0.026481250301003456,
-0.017036259174346924,
0.023393336683511734,
-0.009174201637506485,
-0.014826981350779533,
-0.0009806826710700989,
-0.007432871963828802,
0.004815337248146534,
-0.007641243748366833,
-0.002485622651875019,
0.01187344640493393,
0.0016461824998259544,
0.006628892384469509,
-0.010274769738316536,
0.003474020166322589,
-0.00013029808178544044,
0.007934603840112686,
-0.02417146787047386,
0.02908480167388916,
0.01805366389453411,
0.01074578333646059,
-0.023898662999272346,
-0.016275452449917793,
0.02162349596619606,
0.04759370535612106,
-0.004920372739434242,
-0.02990460768342018,
0.004349611233919859,
0.0007746522314846516,
-0.03374536335468292,
-0.012354467064142227,
0.0029083136469125748,
-0.011202814057469368,
0.017297444865107536,
-0.008167045190930367,
-0.0036090046633034945,
-0.01418645866215229,
0.03930293768644333,
0.013347426429390907,
0.0011678165756165981,
-0.014829958789050579,
0.013829624280333519,
-0.011970898136496544,
-0.00593998096883297,
-0.010093065910041332,
0.023591075092554092,
-0.011363022960722446,
-0.018800023943185806,
-0.017568815499544144,
0.009108791127800941,
-0.0228017196059227,
0.0008692501578480005,
0.005413745064288378,
-0.023730527609586716,
0.009433801285922527,
-0.009271373972296715,
-0.002651494462043047,
0.011583763174712658,
-0.002642362378537655,
0.02289787493646145,
0.0007818508893251419,
0.007794555276632309,
-0.004606897942721844,
-0.00828959047794342,
-0.011145436204969883,
0.009314914233982563,
0.022480925545096397,
0.013602329418063164,
-0.013637407682836056,
-0.0013110172003507614,
-0.008278191089630127,
-0.002202015370130539,
0.011497069150209427,
-0.019135721027851105
] | [
0.12850219011306763,
-0.5529119372367859,
0.5516462326049805,
0.1732543408870697,
-0.20689189434051514,
0.4775656461715698,
0.07986223697662354,
-0.18572254478931427,
-0.42070668935775757,
-0.5868624448776245,
-0.14968568086624146,
0.1562405377626419,
-0.6603367924690247,
0.12429137527942657,
0.25148284435272217,
0.051109910011291504,
0.7269659042358398,
0.4420262575149536,
-0.1655268371105194,
-0.19921885430812836,
-0.3051782548427582,
0.07441198825836182,
0.5515510439872742,
0.08377944678068161,
0.1359124481678009,
-0.34598836302757263,
0.397881418466568,
0.41147151589393616,
0.01216018944978714,
0.17703093588352203,
-0.05813395231962204,
0.9983910322189331,
-0.40043094754219055,
0.04439298436045647,
-0.04782703518867493,
-0.5056610107421875,
-0.04629966989159584,
-0.17880642414093018,
-0.09147877246141434,
-0.5149773359298706,
-0.15498249232769012,
-0.2053704708814621,
-0.5488594174385071,
0.13975735008716583,
-0.4488273859024048,
-0.5352247953414917,
-1.5366005897521973,
-0.18486738204956055,
-0.5857226848602295,
-0.10570139437913895,
-0.3168966770172119,
0.2769484519958496,
0.316446989774704,
0.45102423429489136,
-0.21338948607444763,
0.206996887922287,
-0.5479110479354858,
-0.08176880329847336,
0.34419235587120056,
-0.3116148114204407,
0.40498098731040955,
-0.3967345356941223,
-0.2541517913341522,
0.2219698578119278,
0.04203414544463158,
0.5873663425445557,
0.35659030079841614,
-0.13207650184631348,
-0.20785655081272125,
-0.145104318857193,
-0.06827972829341888,
-0.07654763013124466,
0.06732479482889175,
0.39580729603767395,
-0.7603986859321594,
0.10688516497612,
0.13506194949150085,
-0.3352799713611603,
-0.24962079524993896,
-0.08226098865270615,
-0.7508276700973511,
0.24712274968624115,
0.42293861508369446,
-0.4226000905036926,
0.4095245897769928,
-0.03195636719465256,
-0.39783337712287903,
0.2642692029476166,
-0.6569314002990723,
0.7358983159065247,
-0.10866918414831161,
-0.40035369992256165,
0.40178394317626953,
0.09111214429140091,
0.619767427444458,
0.596466064453125,
-0.061631880700588226,
-0.10370738804340363,
0.32322612404823303,
0.3826256990432739,
-0.2893614172935486,
-0.18542005121707916,
-0.002853621728718281,
-0.055347733199596405,
-0.4651293158531189,
-0.47825297713279724,
-0.4545649290084839,
-0.2403319925069809,
0.16476978361606598,
0.4057677388191223,
-0.4875381886959076,
0.006679085548967123,
0.14357833564281464,
-0.3273683488368988,
-0.023590033873915672,
0.24298861622810364,
0.11940925568342209,
0.19896209239959717,
-0.16245374083518982,
0.3658226728439331,
-0.052294258028268814,
0.860686719417572,
0.32779741287231445,
0.13063378632068634,
0.05038493126630783,
-0.29326772689819336,
0.3194250166416168,
-0.008563212119042873,
-0.455326646566391,
0.274603933095932,
-0.03148692846298218,
1.012302279472351,
0.15235167741775513,
0.026399411261081696,
-0.13956665992736816,
-0.6110983490943909,
-0.06935705989599228,
0.4416026473045349,
-0.27118799090385437,
0.04349694028496742,
-0.20735178887844086,
0.017666056752204895,
-0.4928325116634369,
0.103753000497818,
0.457013338804245,
-0.2267681509256363,
-0.011331742629408836,
-0.45951932668685913,
0.20319198071956635,
-0.20834915339946747,
-0.13909094035625458,
0.5854369401931763,
-0.4814009666442871,
-0.21170710027217865,
-0.07754262536764145,
0.5149408578872681,
-0.18420667946338654,
0.27821245789527893,
0.21287287771701813,
0.07995085418224335,
-0.1415475755929947,
0.7835559248924255,
-0.1682371348142624,
-0.4622499644756317,
-0.18551179766654968,
-0.8910510540008545,
0.1380928009748459,
0.41955411434173584,
-0.22990502417087555,
-0.09962533414363861,
0.1621200144290924,
-0.3788541555404663,
-0.2556672692298889,
0.25204914808273315,
-0.2906486392021179,
-0.10813167691230774,
0.6241992712020874,
0.09303515404462814,
0.3633924126625061,
0.13213227689266205,
-0.7271895408630371,
0.077982597053051,
0.06726015359163284,
-0.583686888217926,
0.5158425569534302,
0.1544850468635559,
0.19218020141124725,
0.4698323905467987,
0.027011489495635033,
-0.10245837271213531,
0.2528230845928192,
-0.17595529556274414,
0.10789311677217484,
-0.8023722767829895,
0.8394346833229065,
0.003201802959665656,
-0.42125722765922546,
1.1351875066757202,
-0.14976373314857483,
0.1297307163476944,
0.13617098331451416,
0.009780758060514927,
0.3159671425819397,
-0.35533198714256287,
-0.1494375467300415,
-0.10544580966234207,
-0.022958997637033463,
0.10056044161319733,
-0.29713431000709534,
-0.0505421943962574,
0.38697394728660583,
-0.06404830515384674,
-0.000017417525668861344,
-0.647940456867218,
0.3781544268131256,
-0.1220584437251091,
-0.17004483938217163,
0.23648123443126678,
0.023030515760183334,
0.46009936928749084,
1.5247201919555664,
-0.5047000050544739,
0.29889440536499023,
0.5036536455154419,
-0.24747271835803986,
0.21857453882694244,
0.8962194323539734,
0.5383153557777405,
0.9347354173660278,
-0.7716180682182312,
-0.16818200051784515,
-0.03903355449438095,
0.10520759969949722,
-0.40626147389411926,
-0.5187757015228271,
0.10098200291395187,
0.6819626688957214,
0.020036058500409126,
-0.1890597641468048,
-0.1783372014760971,
0.06105189025402069,
0.5042630434036255,
-0.3607726991176605,
0.3194909691810608,
0.4243924617767334,
-0.4173046052455902,
-0.2298380583524704,
-0.19565823674201965,
-0.3875599503517151,
-0.2554086744785309,
0.2924971878528595,
0.5163200497627258,
0.0007793913828209043,
-0.5349326729774475,
0.374798059463501,
0.08488988876342773,
0.06428053230047226,
-0.24612829089164734,
0.3507358729839325,
0.205820694565773,
0.2826402187347412,
0.09251916408538818,
-0.11512093245983124,
0.13185088336467743,
-0.3303593099117279,
-0.43289700150489807,
-0.7911604642868042,
-0.27715742588043213,
0.2747657001018524,
0.7767767906188965,
0.38081470131874084,
0.027409927919507027,
-0.11644189804792404,
0.1513611078262329,
0.537998616695404,
-0.6589627861976624,
0.20090711116790771,
0.2057092785835266,
-0.6054989695549011,
-0.48989567160606384,
0.24763447046279907,
0.5937172770500183,
0.7466567754745483,
-0.18340669572353363,
-0.11225482076406479,
-0.8173501491546631,
0.05844484642148018,
0.21130268275737762,
-0.19742095470428467,
-0.2766801714897156,
-0.4396556615829468,
0.34524214267730713,
-0.08438052237033844,
-0.6071413159370422,
0.0296493973582983,
0.4728008508682251,
-0.231430783867836,
0.19863054156303406,
-0.041817378252744675,
0.07647198438644409,
-0.42642322182655334,
0.41123634576797485,
0.11230116337537766,
-0.275447815656662,
-0.20383131504058838,
-0.1292220503091812,
-0.61265629529953,
0.5776243209838867,
-5.902280330657959,
0.3194900155067444,
-0.5668015480041504,
0.10625912249088287,
-0.7285003662109375,
-0.32440707087516785,
0.5926995873451233,
0.34834450483322144,
0.23791368305683136,
-0.1555461436510086,
-0.006460162345319986,
0.23596015572547913,
-0.4831550717353821,
0.4515886604785919,
0.23742720484733582,
0.10815424472093582,
0.2733026146888733,
0.6186557412147522,
-0.22507956624031067,
0.1739387959241867,
-0.11947239190340042,
-0.0779164731502533,
-0.14263887703418732,
0.36323046684265137,
0.3397092819213867,
-0.3969745635986328,
-0.5733153223991394,
0.1456974744796753,
-0.44447433948516846,
-0.3750321567058563,
-0.3042338192462921,
-0.2390153855085373,
-0.21908751130104065,
-0.26853469014167786,
0.4382835030555725,
0.041326913982629776,
0.6350506544113159,
0.22420848906040192,
0.4064415991306305,
-0.9133652448654175,
0.1903316229581833,
0.655220091342926,
-0.22963978350162506,
-0.22539104521274567,
0.06342507153749466,
0.010026859119534492,
-0.36668524146080017,
0.49765586853027344,
-0.6196858882904053,
0.6075901389122009,
-0.26291000843048096,
-0.5303052663803101,
0.4445371627807617,
-0.07285751402378082,
-0.08866337686777115,
-0.20154879987239838,
0.16963694989681244,
0.5366140604019165,
-0.400532066822052,
0.2668304443359375,
0.19876925647258759,
-0.3186352252960205,
0.2619929313659668,
-0.569564938545227,
-0.2515912652015686,
-0.10381162911653519,
-1.2815072536468506,
-0.33961066603660583,
0.4837871491909027,
0.21886271238327026,
-0.41876882314682007,
0.03468675911426544,
0.02523757889866829,
-0.5838876962661743,
0.33610814809799194,
-0.3632510304450989,
0.35681021213531494,
-0.009916607290506363,
0.322889506816864,
-0.03164974972605705,
-0.23490846157073975,
-0.3863241970539093,
0.060679323971271515,
-0.049078620970249176,
-0.07512100785970688,
-0.4842497408390045,
0.04446641728281975,
-0.4072776138782501,
-0.18380849063396454,
-0.04941069334745407,
0.9559670090675354,
-0.25568661093711853,
0.5311322808265686,
0.3670205771923065,
0.39979246258735657,
0.018848851323127747,
0.33233582973480225,
0.02775627002120018,
-0.07371605932712555,
-0.8997414112091064,
1.038758635520935,
-0.6975938677787781,
-0.3529658913612366,
-0.5864699482917786,
0.06258741021156311,
0.5587641596794128,
-0.4745219647884369,
0.3035958707332611,
0.5425458550453186,
-0.08781421184539795,
0.24245861172676086,
0.14684532582759857,
-0.3296230435371399,
-0.5604432821273804,
0.586952805519104,
0.25499534606933594,
-0.5741657614707947,
0.025242485105991364,
0.5040268301963806,
0.10401700437068939,
0.28914815187454224,
0.4155677258968353,
-0.02556777186691761,
0.069142647087574,
0.33189424872398376,
0.1294867992401123,
0.0008535637753084302,
0.36409637331962585,
-0.34753865003585815,
-0.28841739892959595,
0.5837125778198242,
0.44383448362350464,
-0.19719181954860687,
-0.015798430889844894,
0.4027358293533325,
-0.6865803003311157,
-0.08462538570165634,
0.09963550418615341,
0.39266854524612427,
-0.2940012514591217,
0.6029872298240662,
0.05230245366692543,
-0.13475576043128967,
0.016013948246836662,
-0.008945835754275322,
0.19663316011428833,
-0.3996606469154358,
0.10741057991981506,
-0.4780588448047638,
-0.13922348618507385,
0.054546814411878586,
-0.5192449688911438,
-0.31795966625213623,
-0.07271994650363922,
-0.2581402361392975,
-0.10417331755161285,
0.4510999619960785,
0.42020609974861145,
0.24330011010169983,
-0.6383687257766724,
0.6112012267112732,
-0.0227022897452116,
-0.7416316270828247,
0.19545350968837738,
-0.05739198252558708,
0.14541257917881012,
-0.07004232704639435,
-0.03139140456914902,
0.3680036664009094,
0.8466916680335999,
0.24594028294086456,
-0.14920009672641754,
-0.48846107721328735,
-0.6232452988624573,
-0.031913187354803085,
0.06164342910051346,
-0.17531409859657288,
0.10662101954221725,
0.237490713596344,
0.35746559500694275,
0.08663596212863922,
-0.3221394121646881,
-0.13270683586597443,
0.12917014956474304,
0.7514569759368896,
0.4276314675807953,
0.1562088429927826,
0.044758666306734085,
-0.4874175190925598,
-0.1804131269454956,
0.38069120049476624,
0.38633400201797485,
0.12292219698429108,
-0.18773271143436432,
0.19271868467330933,
-0.39432913064956665,
0.24557015299797058,
0.39802950620651245,
-0.46570053696632385,
-0.2709919512271881,
-0.04704516381025314,
0.6488676071166992,
-0.7896562814712524,
0.7165080904960632,
0.3005358576774597,
-0.3470047414302826,
-0.14665918052196503,
0.03457909822463989,
0.07448692619800568,
-0.48268479108810425,
-0.8451201319694519,
-0.11745983362197876,
-0.3737720549106598,
-0.23642662167549133,
-0.2430037409067154,
-0.2012019008398056,
0.21113188564777374,
-0.8479111790657043,
-0.3843799829483032,
-0.016785843297839165,
-0.2075612097978592,
-0.34924277663230896,
-0.25881415605545044,
-0.0032496796920895576,
0.06688400357961655,
0.022353768348693848,
0.3269152343273163,
-0.6359333992004395,
-0.11003069579601288,
0.2495608925819397,
-0.2843782305717468,
0.11881950497627258,
0.005990855395793915,
0.199128657579422,
-0.4597941040992737,
-0.36415207386016846,
-0.1666514128446579,
-0.08587946742773056,
0.19740843772888184,
0.13036313652992249,
-0.24396897852420807,
0.7861668467521667,
-0.12693890929222107,
-0.7157068848609924,
0.06120655685663223,
0.26549363136291504,
0.3030211925506592,
-0.18983356654644012,
-0.43744826316833496,
-0.168178990483284,
0.19700929522514343,
-0.7541778087615967,
0.2490173876285553,
-0.31083810329437256,
0.8498010039329529,
-0.10533572733402252,
-0.23191289603710175,
-0.5885896682739258,
0.4466616213321686,
0.3956632912158966,
0.08819650113582611,
-0.4332507848739624,
-0.2793010473251343,
-0.464825302362442,
0.16026067733764648,
0.31858620047569275,
-0.3353394567966461,
-0.5589245557785034,
0.1892382800579071,
-0.7573456168174744,
0.471472829580307,
0.08524935692548752,
-0.22368235886096954,
0.1724390983581543,
0.5190879702568054,
0.030490700155496597,
-0.04198719933629036,
0.12105610221624374,
0.056735072284936905,
-0.11235348880290985,
-0.44870424270629883,
-0.28880563378334045,
-0.23967358469963074,
0.18869063258171082,
0.837163507938385,
0.11021246016025543,
0.3757598400115967,
0.07784349471330643,
-0.3260904550552368,
-0.0464257076382637,
-0.22639165818691254,
-0.058967866003513336,
-0.36523622274398804,
-0.11198930442333221,
-0.2828766107559204,
0.03151611238718033,
0.6949499845504761,
0.34206265211105347,
-0.13670074939727783,
-0.13563880324363708,
-0.2549188733100891,
0.5020171999931335,
0.2925892174243927,
-0.5189846158027649,
0.4883802831172943,
0.15052953362464905,
0.3291892409324646,
0.08199842274188995,
-0.15511217713356018,
-0.3168777823448181,
0.22823205590248108,
0.12507545948028564,
0.5892109274864197,
0.6073580980300903,
-0.6792110800743103,
-0.05340995639562607,
0.02802804484963417,
-0.5442070960998535,
0.971175491809845,
0.33228737115859985,
0.30102109909057617,
0.2047252207994461,
0.08830191195011139,
-0.07685083150863647,
-0.4424191415309906,
0.7040812969207764,
-0.046471819281578064,
-0.1653713583946228,
0.03715254366397858,
0.46135762333869934,
0.6487533450126648,
0.692093014717102,
-0.9485043287277222,
-0.2459067851305008,
0.22116504609584808,
0.30993345379829407,
0.31476885080337524,
0.2010500431060791,
-0.44712120294570923,
0.20056545734405518,
0.2514279782772064,
0.617236852645874,
-0.27144089341163635,
0.407819926738739,
0.009661533869802952,
0.08919760584831238,
0.050066638737916946,
0.18502946197986603,
-0.17386095225811005,
0.13958722352981567,
0.3796391487121582,
-0.03737770766019821,
0.042108550667762756,
0.1692623347043991,
-0.32603463530540466,
-0.4782923460006714,
0.2987658381462097,
-0.5021358132362366,
-0.0026821664068847895,
0.4722479283809662,
0.1999884694814682,
0.6099507212638855,
-0.2371145635843277,
-0.1311441957950592,
-0.17646118998527527,
0.05819746479392052,
0.4220874011516571,
0.04663236066699028,
-0.14403700828552246,
-0.09145136177539825,
-0.07027535140514374,
0.5046420693397522,
-0.5432956218719482,
0.49688076972961426,
-0.17385737597942352,
-0.594109296798706,
-0.04272772744297981,
0.40113934874534607,
-0.27295833826065063,
0.14041750133037567,
0.1788966804742813,
0.9286412000656128,
-0.03703096881508827,
-0.5427792072296143,
-0.12668223679065704,
-0.06875357031822205,
-0.08568663150072098,
0.05555310472846031,
-0.09303975105285645,
-0.03271506726741791,
0.07562214136123657,
-0.695536732673645,
-0.4398815929889679,
0.00027438721735961735,
-0.16738371551036835,
0.12510105967521667,
-0.5874579548835754,
0.8797229528427124,
0.7585592269897461,
0.17373871803283691,
0.23720936477184296,
-0.008645251393318176,
-0.15793897211551666,
0.7037210464477539,
-0.49091798067092896,
0.18316419422626495,
-0.7038814425468445,
-0.19834929704666138,
-0.35308319330215454,
0.3144509792327881,
0.4202718436717987,
-0.13446807861328125,
-0.17583565413951874,
0.018317334353923798,
0.08746794611215591,
0.6876590251922607,
0.5509677529335022,
-0.3844545781612396,
-0.28920504450798035,
-0.6997855305671692,
-0.45662572979927063,
-0.6506064534187317,
0.43515199422836304,
0.09930559992790222,
0.28707388043403625,
-0.419272243976593,
0.0638209879398346,
0.3402036726474762,
-0.6538317799568176,
0.5860002636909485,
-0.5667689442634583,
-0.11821629106998444,
-0.7462131381034851,
0.5366012454032898,
-0.7788699269294739,
0.46636492013931274,
-0.1889054924249649,
0.2920629680156708,
0.5002150535583496,
0.15521731972694397,
-0.24954859912395477,
-0.5332156419754028,
-0.2079859972000122,
0.5875034332275391,
0.010553051717579365,
0.5215675830841064,
-0.17638123035430908,
0.22599872946739197,
-0.7486586570739746,
0.21961529552936554,
0.1788557469844818,
-0.07107821851968765,
-0.23665325343608856,
-0.07918799668550491,
-0.3281708359718323,
0.6243692636489868,
0.07132796198129654,
-0.6246018409729004,
-0.09966380894184113,
0.007512045092880726
] |
The artificial bee colony (ABC) algorithm is a relatively new optimization technique which has been shown to be competitive to other population-based algorithms. However, ABC has an insufficiency regarding its solution search equation, which is good at exploration but poor at exploitation. To address this concerning issue, we first propose an improved ABC method called as CABC where a modified search equation is applied to generate a candidate solution to improve the search ability of ABC. Furthermore, we use the orthogonal experimental design (OED) to form an orthogonal learning (OL) strategy for variant ABCs to discover more useful information from the search experiences. Owing to OED's good character of sampling a small number of well representative combinations for testing, the OL strategy can construct a more promising and efficient candidate solution. In this paper, the OL strategy is applied to three versions of ABC, i.e., the standard ABC, global-best-guided ABC (GABC), and CABC, which yields OABC, OGABC, and OCABC, respectively. The experimental results on a set of 22 benchmark functions demonstrate the effectiveness and efficiency of the modified search equation and the OL strategy. The comparisons with some other ABCs and several state-of-the-art algorithms show that the proposed algorithms significantly improve the performance of ABC. Moreover, OCABC offers the highest solution quality, fastest global convergence, and strongest robustness among all the contenders on almost all the test functions. | [
-0.015241533517837524,
0.014411171898245811,
-0.004326413851231337,
0.005895623937249184,
-0.0208091102540493,
-0.007722021546214819,
0.008938681334257126,
-0.013507843017578125,
-0.011816763319075108,
-0.00010922341607511044,
-0.025496676564216614,
0.0035917952191084623,
-0.0016886162338778377,
0.017272207885980606,
-0.0242674108594656,
0.04328606277704239,
-0.000023674918338656425,
0.006351559888571501,
0.008495460264384747,
0.003985538147389889,
0.026491206139326096,
-0.02139953337609768,
0.008647328242659569,
-0.01475393958389759,
0.022945363074541092,
0.020790139213204384,
-0.008071886375546455,
0.007489916868507862,
0.011444109492003918,
-0.019318390637636185,
-0.02179303579032421,
0.015403276309370995,
-0.013385014608502388,
0.005827092565596104,
-0.0025259307585656643,
-0.024698130786418915,
-0.006175411865115166,
0.013433055952191353,
0.00057192612439394,
-0.005933310836553574,
-0.01674787327647209,
-0.014000501483678818,
0.004838425200432539,
-0.001359754242002964,
-0.007581294048577547,
-0.010564859956502914,
-0.0015721195377409458,
-0.012289147824048996,
-0.01655224896967411,
0.009893367998301983,
-0.005740506108850241,
-0.015703771263360977,
0.00006596185266971588,
-0.0072921630926430225,
-0.004578527994453907,
-0.023764245212078094,
0.01145845279097557,
-0.0028056083247065544,
-0.0028680013492703438,
-0.02405865676701069,
-0.006955624092370272,
0.015376854687929153,
0.010742289014160633,
-0.03934413939714432,
0.012994110584259033,
-0.06746913492679596,
-0.009321006014943123,
0.010224364697933197,
-0.003526412881910801,
-0.00463775172829628,
-0.011109786108136177,
0.015700174495577812,
-0.03144501894712448,
0.006107467692345381,
-0.012254471890628338,
0.01811143569648266,
-0.009586366824805737,
0.012658335268497467,
-0.01305674109607935,
-0.0005482970736920834,
-0.016543477773666382,
0.012351549230515957,
-0.0006449564825743437,
0.014490394853055477,
0.0007653974462300539,
-0.011486849747598171,
-0.010080727748572826,
-0.0038643938023597,
0.009747846983373165,
-0.017719820141792297,
-0.003241223283112049,
-0.02761654742062092,
-0.0015178003814071417,
0.01136208325624466,
-0.008709718473255634,
0.0001320336014032364,
0.001011535758152604,
-0.004465444013476372,
0.005257851909846067,
0.005352982319891453,
-0.012898974120616913,
-0.03006152994930744,
0.016517190262675285,
-0.01201723888516426,
-0.012348833493888378,
0.009092972613871098,
-0.03021390177309513,
0.0003451413940638304,
-0.00012305914424359798,
0.0019607502035796642,
-0.015174133703112602,
0.013681729324162006,
-0.001307011698372662,
0.006738661788403988,
0.023361513391137123,
0.0014274725690484047,
-0.014642609283328056,
-0.04733898118138313,
0.016728291288018227,
0.00906398706138134,
-0.013610240072011948,
-0.016497492790222168,
0.005865885876119137,
-0.015870781615376472,
0.007628162391483784,
0.017133411020040512,
-0.01584477722644806,
-0.0043881903402507305,
0.015912191942334175,
0.0010390267707407475,
-0.01038755290210247,
0.007608477491885424,
-0.0034901504404842854,
0.010208917781710625,
0.02017596736550331,
-0.0044212015345692635,
-0.01486019417643547,
-0.01258273608982563,
0.0026336496230214834,
-0.00936471950262785,
0.00012813135981559753,
0.00582771934568882,
0.00838316511362791,
0.011641375720500946,
-0.009787391871213913,
0.0005875951610505581,
-0.02229885384440422,
0.004156539216637611,
0.015028693713247776,
-0.01382507011294365,
-0.014316252432763577,
-0.013661811128258705,
-0.021985013037919998,
-0.0006562138441950083,
0.019238272681832314,
0.009479639120399952,
-0.00011007022112607956,
-0.012398814782500267,
-0.006661689840257168,
-0.0048131272196769714,
0.00984396506100893,
-0.024530483409762383,
0.021325556561350822,
0.006297343410551548,
0.004966824781149626,
0.013963217847049236,
0.005524866282939911,
0.012155663222074509,
-0.03331566974520683,
0.0073665715754032135,
-0.0004733618116006255,
0.01590700075030327,
0.001589248888194561,
0.006193498149514198,
0.0008955021621659398,
-0.008975636214017868,
-0.006234954111278057,
0.007361050229519606,
-0.016749443486332893,
0.06736447662115097,
0.007095039822161198,
0.0047652400098741055,
-0.005176409147679806,
0.042444732040166855,
0.0032749921083450317,
-0.021226514130830765,
-0.0044961851090192795,
-0.009902117773890495,
-0.020366262644529343,
-0.006312963552772999,
-0.020450185984373093,
-0.036323290318250656,
-0.012241290882229805,
-0.031161680817604065,
-0.0191270112991333,
0.0030899387784302235,
-0.005292368121445179,
0.010837465524673462,
-0.0009553309064358473,
-0.0010696887038648129,
-0.028626825660467148,
-0.003708106931298971,
0.021571218967437744,
-0.012580391019582748,
-0.025510597974061966,
-0.0024119068402796984,
-0.003867813851684332,
-0.007664764299988747,
0.005752393510192633,
-0.018609538674354553,
-0.0057047330774366856,
0.01150231808423996,
0.0014253261033445597,
-0.01990485191345215,
-0.022371584549546242,
-0.001427793176844716,
0.003772864816710353,
0.0024264382664114237,
-0.002807159209623933,
-0.007286537438631058,
-0.009292030707001686,
-0.0239642933011055,
-0.00045825098641216755,
-0.007866059429943562,
0.01551795843988657,
0.003229781286790967,
-0.0062947580590844154,
0.009571974165737629,
-0.0032297486905008554,
-0.009630722925066948,
-0.017755737528204918,
0.009148767217993736,
-0.011229289695620537,
-0.035870540887117386,
0.017955806106328964,
-0.022551847621798515,
0.011164725758135319,
-0.028206532821059227,
-0.005376187618821859,
-0.011911386623978615,
-0.00984189473092556,
0.0005369833670556545,
-0.010031837970018387,
0.013577403500676155,
-0.01495999563485384,
0.0045354971662163734,
0.0006043028552085161,
-0.015872064977884293,
0.03760141134262085,
-0.006111977621912956,
0.004013087600469589,
0.024211348965764046,
0.013837741687893867,
-0.02454778365790844,
-0.0016433843411505222,
-0.02326073870062828,
-0.04126101732254028,
0.0014421683736145496,
0.01913924515247345,
-0.018766969442367554,
0.0009289982262998819,
0.006814038380980492,
0.008082193322479725,
0.02048136293888092,
0.005853290669620037,
0.012971082702279091,
0.011078879237174988,
0.01078463438898325,
0.013733869418501854,
0.0023684650659561157,
0.003013862995430827,
-0.012358786538243294,
-0.007824184373021126,
-0.08122517168521881,
-0.013157207518815994,
-0.012968657538294792,
0.0047665806487202644,
0.01092640683054924,
-0.004893594421446323,
-0.0008540939306840301,
0.00012084434274584055,
-0.01709817349910736,
0.020180506631731987,
0.015086597763001919,
0.003527315566316247,
-0.01667545735836029,
-0.004421641118824482,
0.012167166918516159,
-0.0010366716887801886,
0.014208629727363586,
0.0069602299481630325,
0.010702572762966156,
-0.014063552021980286,
0.04824168235063553,
0.010318206623196602,
0.026584452018141747,
-0.011738086119294167,
-0.017035482451319695,
0.03486669063568115,
0.005971395876258612,
0.004878351930528879,
-0.007266239263117313,
-0.00047258823178708553,
0.003441471606492996,
-0.004623411688953638,
-0.025683481246232986,
-0.012583952397108078,
-0.01318485476076603,
0.0015031001530587673,
-0.015175476670265198,
-0.0007522109663113952,
-0.00901209469884634,
0.02191917970776558,
0.0001505309483036399,
0.00708666630089283,
0.00685172900557518,
0.009680429473519325,
0.010215138085186481,
0.020280949771404266,
-0.01605198159813881,
0.0020482130348682404,
0.02055194228887558,
-0.020171327516436577,
0.0009430409409105778,
-0.00920114852488041,
0.01720207929611206,
0.009913338348269463,
-0.012236524373292923,
-0.010103672742843628,
-0.010735878720879555,
-0.002018469385802746,
-0.011176412925124168,
-0.006215729750692844,
-0.04076577350497246,
-0.024460289627313614,
0.010313776321709156,
0.019458835944533348,
-0.005453281104564667,
0.008568490855395794,
0.014611564576625824,
-0.0003372766077518463,
0.004903264809399843,
0.003956230357289314,
0.010334227234125137,
-0.01026895921677351,
-0.012007025070488453,
-0.0030277457553893328,
0.0008899611420929432,
-0.012370247393846512,
-0.015592042356729507,
-0.0063476054929196835,
-0.01701849326491356,
-0.00888643879443407,
0.01352731417864561,
0.02153470553457737,
0.010478556156158447,
0.0032016339246183634,
-0.006722878664731979,
0.008131718263030052,
0.010321158915758133,
0.0005562235601246357,
0.003016218077391386,
-0.007981909438967705,
-0.012773142196238041,
0.026102881878614426,
-0.010092081502079964,
0.008650865405797958,
0.025280257686972618,
-0.007592018693685532,
0.018728185445070267,
0.012246968224644661,
0.00665920227766037,
0.008041856810450554,
-0.011936258524656296,
-0.010588541626930237,
-0.05346142128109932,
-0.009763261303305626,
-0.0034335204400122166,
0.006643231958150864,
0.00652768649160862,
-0.0027650431729853153,
-0.025098074227571487,
-0.004033523611724377,
0.007746197748929262,
0.005605931393802166,
-0.010516194626688957,
0.012232565321028233,
0.007322218269109726,
0.018209055066108704,
-0.011071139015257359,
-0.005510665476322174,
0.07331579923629761,
-0.002797497669234872,
0.004341478459537029,
-0.004774649161845446,
0.022798478603363037,
-0.009534958750009537,
-0.03661062568426132,
-0.003756147576496005,
0.03053789585828781,
0.0063591706566512585,
0.008247576653957367,
-0.007848427630960941,
0.017079900950193405,
-0.0005650748498737812,
-0.020768074318766594,
0.042113326489925385,
0.004670843947678804,
-0.0026291976682841778,
0.03425949811935425,
-0.005353728774935007,
-0.02760683372616768,
-0.022704850882291794,
0.015364542603492737,
0.009081766940653324,
-0.015444605611264706,
-0.019128933548927307,
0.006145563442260027,
-0.013121900148689747,
-0.0026315338909626007,
0.013126326724886894,
0.01400294341146946,
-0.03511074185371399,
-0.007341573480516672,
0.005999806337058544,
0.009947286918759346,
0.007072226144373417,
0.01860179752111435,
-0.004503575153648853,
0.003601793432608247,
0.0035321933683007956,
0.016204504296183586,
-0.01760921999812126,
0.013228950090706348,
0.0199171993881464,
0.01849828101694584,
0.016851728782057762,
0.022438950836658478,
-0.008522003889083862,
-0.01624647155404091,
-0.007829438894987106,
0.008436444215476513,
0.00009872333612293005,
0.01044793613255024,
0.00044755724957212806,
-0.008725755847990513,
0.009925885125994682,
-0.000698789139278233,
-0.005315082613378763,
0.0034333313815295696,
-0.003290558699518442,
-0.04470931366086006,
-0.0011852318421006203,
0.003437658306211233,
0.016342492774128914,
-0.030536934733390808,
0.003711964935064316,
0.008567772805690765,
-0.006215671077370644,
0.012866714037954807,
0.026851344853639603,
-0.0032472782768309116,
0.021388834342360497,
-0.029370751231908798,
-0.002589325187727809,
-0.011666132137179375,
-0.014905329793691635,
0.025545109063386917,
-0.0022090193815529346,
-0.024167686700820923,
-0.011866703629493713,
0.022747419774532318,
-0.0034541976638138294,
-0.0015514451079070568,
0.018104784190654755,
0.0009929642546921968,
0.02620065212249756,
0.03939302638173103,
-0.07452766597270966,
-0.008687145076692104,
-0.009445242583751678,
-0.00071982282679528,
0.010029076598584652,
-0.004717683885246515,
-0.004034964367747307,
-0.03916053846478462,
-0.027128616347908974,
-0.007371371611952782,
-0.015588722191751003,
0.005844947881996632,
0.0027943053282797337,
0.015891943126916885,
0.006554135121405125,
0.0362873300909996,
-0.03892485052347183,
-0.009180769324302673,
-0.005951043218374252,
0.014822851866483688,
-0.009502464905381203,
-0.014439492486417294,
0.005733368918299675,
0.01012379303574562,
-0.01023908145725727,
-0.08199262619018555,
-0.000523771159350872,
-0.0017675814451649785,
0.016159411519765854,
0.012311371974647045,
0.0027005558367818594,
0.016332844272255898,
-0.023275019600987434,
0.03204314410686493,
-0.009504111483693123,
-0.020106526091694832,
-0.005577723495662212,
-0.024080924689769745,
0.013273278251290321,
-0.001679902896285057,
-0.008426259271800518,
0.004065715707838535,
-0.007367985788732767,
-0.008069204166531563,
-0.021468445658683777,
0.004482985939830542,
0.00835527665913105,
-0.006937104277312756,
0.003071811283007264,
-0.011400622315704823,
0.006393861025571823,
0.02132154256105423,
0.0177073422819376,
-0.008441855199635029,
-0.0104443384334445,
0.02183992601931095,
0.013398207724094391,
-0.013688172213733196,
-0.012982302345335484,
-0.02703707665205002,
-0.00656028650701046,
0.004576265811920166,
0.013162657618522644,
0.006876529660075903,
0.002981786848977208,
-0.000646479893475771,
-0.009155165404081345,
-0.007147102151066065,
-0.01253795437514782,
-0.002488129772245884,
0.013205204159021378,
0.006066636182367802,
-0.00337401544675231,
0.008049285039305687,
-0.009183211252093315,
-0.0006092013791203499,
-0.03097008727490902,
0.00772533193230629,
0.019966216757893562,
0.007182703353464603,
0.006060837302356958,
-0.0019771563820540905,
-0.0010797923896461725,
0.008381307125091553,
0.016506176441907883,
-0.014552721753716469,
0.03524458408355713,
-0.0007421814370900393,
0.07284602522850037,
-0.00964285247027874,
0.023414233699440956,
0.01690448448061943,
0.01013015117496252,
0.002932771109044552,
-0.004144566133618355,
0.010456107556819916,
0.008514677174389362,
-0.01392429694533348,
0.01132097840309143,
-0.006087681278586388,
-0.007703834678977728,
0.008416896685957909,
0.03540634363889694,
0.015399718657135963,
0.003413705388084054,
-0.03750571236014366,
0.014138948172330856,
-0.00478567648679018,
0.018167227506637573,
0.005857825744897127,
0.004526420030742884,
0.01535614114254713,
0.012435340322554111,
0.0009025565814226866,
-0.0017799539491534233,
-0.015164063312113285,
-0.019837912172079086,
-0.0064452835358679295,
-0.0006458098068833351,
0.0035894550383090973,
0.008430855348706245,
-0.0004461912903934717,
0.01631108671426773,
-0.03247835487127304,
0.0007320444565266371,
0.008061321452260017,
0.00006987270899116993,
-0.0007088801357895136,
-0.01562461443245411,
-0.012346570380032063,
-0.006196006201207638,
0.005885388236492872,
0.002955605508759618,
0.005410145968198776,
0.008510764688253403,
0.0004230989143252373,
0.03585448116064072,
0.011192768812179565,
-0.002422305988147855,
-0.0011524750152602792,
-0.036022961139678955,
0.008227843791246414,
-0.004101946018636227,
-0.018825571984052658,
-0.010210644453763962,
0.009217958897352219,
-0.006749302614480257,
-0.011899333447217941,
-0.007423236966133118,
-0.011058347299695015,
-0.016441069543361664,
0.004064950626343489,
0.016348320990800858,
0.0332493856549263,
0.0041892691515386105,
-0.017591234296560287,
-0.01071486808359623,
0.013823259621858597,
0.005506635643541813,
0.002397712552919984,
0.007382281124591827,
0.004284436348825693,
0.001991395838558674,
-0.0017184519674628973,
-0.009465483017265797,
0.030196938663721085,
0.03776214271783829,
0.017119750380516052,
-0.01038482878357172,
0.020832160487771034,
-0.017090732231736183,
-0.02936387248337269,
0.004941259510815144,
-0.00082176155410707,
-0.017441676929593086,
0.004391359630972147,
-0.00513053173199296,
0.007603876292705536,
0.016873948276042938,
0.007207368966192007,
0.006721084471791983,
0.0038928291760385036,
0.008778683841228485,
0.03124995157122612,
-0.023961830884218216,
-0.0004998405929654837,
-0.00670612882822752,
0.006260670255869627,
0.00948948785662651,
0.060038890689611435,
-0.008367312140762806,
0.025952201336622238,
-0.009927749633789062,
-0.007393993902951479,
0.001276268856599927,
-0.0038939539808779955,
0.01953570917248726,
0.0302567258477211,
0.014898078516125679,
-0.01999383047223091,
0.01235833391547203,
0.019517332315444946,
0.006526365410536528,
0.006540033500641584,
-0.0053366669453680515,
0.014176836237311363,
0.016246695071458817,
-0.006841755006462336,
0.00875880941748619,
0.0013062143698334694,
0.02826889604330063,
0.03203564137220383,
-0.01688600331544876,
-0.03458842635154724,
-0.00944797694683075,
0.005582605488598347,
0.0007220613188110292,
0.005347238853573799,
0.01574503816664219,
0.0017022504471242428,
0.038751184940338135,
0.024498961865901947,
0.012846277095377445,
-0.02984423004090786,
0.0011102878488600254,
-0.006075180135667324,
-0.0032549656461924314,
0.023874662816524506,
0.021641220897436142,
0.006212318316102028,
0.006547757890075445,
0.00469034630805254,
0.006353470496833324,
-0.006261099129915237,
0.02357351779937744,
-0.007817759178578854,
-0.0011108017060905695,
-0.006000633351504803,
-0.007624823600053787,
0.005791231989860535,
0.008053739555180073,
-0.004560427740216255,
0.015411779284477234,
0.010571543127298355,
0.018491309136152267,
-0.015881815925240517,
-0.0017812949372455478,
0.002854200080037117,
-0.014756882563233376,
-0.023241441696882248,
-0.03782319277524948,
0.013428885489702225,
0.03579173609614372,
0.0415443480014801,
-0.013225546106696129,
0.012666737660765648,
-0.010262660682201385,
-0.0033987038768827915,
0.013956702314317226,
0.009393284097313881,
-0.021445784717798233,
0.01856820285320282,
-0.024703482165932655,
-0.01632888987660408,
-0.0062178499065339565,
0.017033817246556282,
-0.0409826822578907,
0.012008746154606342,
-0.007907298393547535,
-0.022738413885235786,
0.0185340978205204,
-0.008041385561227798,
-0.00519779184833169,
0.0027134940028190613,
-0.008753689005970955,
-0.0008157114498317242,
-0.008726853877305984,
0.017366856336593628,
0.011873649433255196,
-0.028802497312426567,
-0.0015864935703575611,
0.00039969896897673607,
-0.004271448124200106,
-0.015586053021252155,
0.030502736568450928,
-0.006405075546354055,
-0.004574504680931568,
0.00510502140969038,
0.021022282540798187,
0.0014326453674584627
] | [
0.18674573302268982,
0.014386394061148167,
-0.08025342226028442,
0.10156106948852539,
0.21227523684501648,
0.2795390784740448,
0.1728401780128479,
-0.061758290976285934,
0.04627819359302521,
-0.5491423010826111,
0.1676955372095108,
0.06938701868057251,
-0.8259080052375793,
0.08169052004814148,
-0.1966262012720108,
0.8146805763244629,
0.5186249613761902,
0.2975839674472809,
-0.3648499548435211,
-0.4497604966163635,
0.01061386987566948,
0.028859976679086685,
-0.19068543612957,
0.04979803040623665,
0.1342160850763321,
0.2951578199863434,
0.15473617613315582,
0.060813579708337784,
0.03554239869117737,
-0.2292906790971756,
0.10613128542900085,
0.22858090698719025,
0.23405109345912933,
-0.32913529872894287,
-0.27654242515563965,
-0.1611078679561615,
-0.45692676305770874,
-0.39025789499282837,
-0.08930888026952744,
-0.473161518573761,
-0.4989677369594574,
-0.0666428804397583,
-0.18902307748794556,
0.4193911552429199,
-0.31164130568504333,
-0.18114733695983887,
-1.7434488534927368,
0.16121649742126465,
-0.1757553219795227,
0.22167645394802094,
-0.6123107671737671,
0.2914583384990692,
0.5147607326507568,
0.6408441066741943,
-0.14827585220336914,
0.46209365129470825,
0.14194518327713013,
-0.22621232271194458,
0.34906691312789917,
-0.3538687825202942,
-0.13471226394176483,
0.06556583195924759,
-0.11608695983886719,
0.3219459056854248,
-0.13787251710891724,
0.7084649205207825,
0.1959325075149536,
-0.42738234996795654,
-0.5330135226249695,
0.05420870706439018,
-0.06778525561094284,
-0.8639199733734131,
-0.31688064336776733,
-0.019348548725247383,
-0.5800864696502686,
-0.7359146475791931,
-0.22206059098243713,
-0.07726485282182693,
0.4562622606754303,
0.00003307680526631884,
0.13988500833511353,
-0.007924932055175304,
-0.2191169559955597,
-0.20833417773246765,
0.7849039435386658,
0.7271356582641602,
-0.4067210257053375,
0.3224106431007385,
-0.6123828887939453,
-0.26165270805358887,
-0.3113849461078644,
-0.42738714814186096,
0.16700369119644165,
0.6780080199241638,
0.341500461101532,
0.21005094051361084,
0.17827275395393372,
-0.27828770875930786,
0.14385829865932465,
0.23881320655345917,
-0.6194085478782654,
-0.12758584320545197,
0.3685474991798401,
0.2682785987854004,
-0.2941786050796509,
-0.6182649731636047,
-0.4407120645046234,
-0.4470052421092987,
-0.34305325150489807,
0.5056040287017822,
-0.5135802626609802,
0.6882833242416382,
0.2067619264125824,
-0.0376441664993763,
0.08610949665307999,
-0.30858537554740906,
0.0020958033856004477,
-0.014599381014704704,
0.027351250872015953,
0.5153800845146179,
0.020671121776103973,
1.65071439743042,
0.0067389109171926975,
0.7249265313148499,
0.046500105410814285,
0.22668153047561646,
0.18968506157398224,
0.5663844347000122,
-0.5821069478988647,
0.6795211434364319,
0.30664435029029846,
0.7061942219734192,
0.0028253307100385427,
-0.1547371745109558,
-0.2172095775604248,
-0.033924639225006104,
-0.2761649489402771,
0.054031290113925934,
0.06349991261959076,
0.19347599148750305,
-0.8766956925392151,
-0.6464324593544006,
0.3843444585800171,
0.2420896291732788,
0.25616180896759033,
0.005920920521020889,
0.10765237361192703,
-0.30175504088401794,
0.00473129702731967,
-0.18873494863510132,
-0.3477765619754791,
0.0874222069978714,
-1.1240465641021729,
-0.15151923894882202,
-0.7450412511825562,
0.5326232314109802,
-0.21896468102931976,
-0.5310969948768616,
-0.02765960432589054,
0.7629988193511963,
-0.023742668330669403,
0.2461455911397934,
-0.3614610433578491,
-0.30155619978904724,
-0.16128216683864594,
-0.5877164006233215,
0.4981531798839569,
0.8031848669052124,
0.3057594299316406,
-0.009593285620212555,
-0.4852595627307892,
-0.057478487491607666,
0.38968604803085327,
-0.5177870392799377,
-0.324646532535553,
-0.08189964294433594,
0.4775141179561615,
-0.40253064036369324,
0.5649989247322083,
0.38532575964927673,
-0.8125450015068054,
0.17131352424621582,
-0.14276418089866638,
-0.40591955184936523,
-0.1626109778881073,
0.20834633708000183,
0.18935151398181915,
0.10265401750802994,
0.4362660050392151,
0.1546042114496231,
-0.05763841047883034,
-0.17255327105522156,
0.12714636325836182,
-0.9433748126029968,
1.1860630512237549,
0.242555633187294,
-0.3267919719219208,
1.1364973783493042,
-0.22015702724456787,
0.15987125039100647,
0.0981159657239914,
0.5424831509590149,
0.06154634803533554,
-0.18349452316761017,
-0.2661321461200714,
-0.0567813403904438,
0.007234519813209772,
-0.024366704747080803,
-0.5701111555099487,
0.2541373074054718,
0.12770119309425354,
0.13158312439918518,
0.5422066450119019,
-0.6310469508171082,
0.213922381401062,
0.17270125448703766,
0.08859647810459137,
0.482749342918396,
0.04541563242673874,
-0.22532518208026886,
1.3131794929504395,
-0.5347389578819275,
0.22269456088542938,
0.44275176525115967,
0.3421654999256134,
0.5446584820747375,
0.9231651425361633,
0.17506058514118195,
0.9603673219680786,
-0.07561866194009781,
0.3339611291885376,
0.03575294464826584,
0.1715470403432846,
-0.4158281683921814,
-0.2716063857078552,
0.24420519173145294,
-0.16150392591953278,
-0.4764571487903595,
0.26835381984710693,
0.5050864219665527,
-0.18154293298721313,
0.47516337037086487,
-0.1389254778623581,
-0.002999218413606286,
-0.08566823601722717,
-0.49413496255874634,
-0.8117851614952087,
0.012724553234875202,
-0.3432444632053375,
-0.07660888880491257,
-0.051828037947416306,
0.2896188199520111,
0.4038214683532715,
-0.47106605768203735,
-0.06988736987113953,
0.5498915910720825,
-0.5121081471443176,
-0.21715933084487915,
0.378328800201416,
0.11281595379114151,
-0.057102300226688385,
-0.28023412823677063,
-0.08062028139829636,
-0.023010166361927986,
0.21687690913677216,
-0.3639470636844635,
-0.8473299145698547,
-0.4601402282714844,
0.3100031912326813,
0.5406889319419861,
0.40902480483055115,
0.10537143796682358,
-0.3094390332698822,
0.09195828437805176,
0.15919756889343262,
-0.18595705926418304,
0.2922816276550293,
0.41942349076271057,
-1.0034093856811523,
-0.47677165269851685,
-0.3497832715511322,
0.5578883290290833,
0.19565150141716003,
-0.1665637493133545,
-0.556732714176178,
0.0027538558933883905,
-0.03281886503100395,
-0.9369831085205078,
-0.6077455282211304,
-0.16687636077404022,
-0.4396889805793762,
0.8040094971656799,
-0.3728090226650238,
-0.34953197836875916,
0.4516771733760834,
0.3560730218887329,
-0.003800514619797468,
-0.27182480692863464,
0.025878535583615303,
-0.25364217162132263,
-0.41537657380104065,
0.12587039172649384,
-0.46656009554862976,
-0.2266586422920227,
0.17175696790218353,
0.08863478899002075,
-0.030559567734599113,
0.48021844029426575,
-5.949445724487305,
-0.01115043368190527,
-0.3757961094379425,
0.5259291529655457,
-0.37662678956985474,
-0.23809531331062317,
0.3654780387878418,
0.20293323695659637,
0.132465660572052,
0.010037115775048733,
0.07373732328414917,
0.10774358361959457,
-0.06503722071647644,
0.708476722240448,
0.03844739869236946,
0.3720802962779999,
0.20990578830242157,
0.045442525297403336,
0.43080252408981323,
0.028719443827867508,
-0.20103736221790314,
-0.10334020853042603,
-0.19449447095394135,
0.3001873195171356,
0.23147141933441162,
0.30404219031333923,
-0.6380395889282227,
0.19227422773838043,
-0.0257992185652256,
-0.15081968903541565,
0.2288716733455658,
-0.5000402927398682,
0.02839425392448902,
-0.5429356694221497,
0.07538152486085892,
0.5245277881622314,
0.5608829259872437,
0.13245713710784912,
0.13687273859977722,
0.1761721521615982,
0.291123628616333,
0.5264132022857666,
-0.5192161202430725,
0.06656775623559952,
-0.21825700998306274,
-0.25928640365600586,
-0.3614862263202667,
0.2662496268749237,
-0.3873790502548218,
0.6556161046028137,
-0.4272456765174866,
0.259537011384964,
0.3310451805591583,
0.4643095135688782,
0.025268083438277245,
-0.3798384368419647,
-0.25887757539749146,
-0.047648731619119644,
0.1194702610373497,
0.10390574485063553,
0.11060091108083725,
-0.0840320885181427,
-0.0173017680644989,
-0.4703008532524109,
0.31683361530303955,
0.18322277069091797,
0.020553814247250557,
-0.30326440930366516,
0.5256213545799255,
0.019628621637821198,
-0.41859209537506104,
0.008486943319439888,
0.31750741600990295,
-0.5319814085960388,
0.4486122131347656,
-0.2893740236759186,
0.02142634615302086,
-0.19901429116725922,
-0.0454864501953125,
0.41928088665008545,
0.06305967271327972,
-0.6597170233726501,
0.03168739750981331,
0.1005023941397667,
-0.06993494182825089,
-0.6074921488761902,
-0.19063551723957062,
0.09783969819545746,
-0.313422292470932,
0.5382653474807739,
0.7439512014389038,
-0.36502450704574585,
0.23205053806304932,
0.674514651298523,
1.1288737058639526,
0.6200099587440491,
0.19061847031116486,
-0.06227244436740875,
0.3096027970314026,
0.02496829815208912,
0.44093751907348633,
-0.1326097995042801,
-0.1477857232093811,
-0.48475268483161926,
0.7798053622245789,
0.2484319657087326,
-0.22676703333854675,
-0.18698379397392273,
0.5367072820663452,
-0.21634715795516968,
-0.08107885718345642,
-0.07188242673873901,
-0.2486565113067627,
0.06934309005737305,
0.39375758171081543,
-0.011682530865073204,
0.31834647059440613,
-0.15995660424232483,
-0.02268579974770546,
0.306745707988739,
-0.04936346784234047,
0.037713758647441864,
-0.03150659799575806,
-0.009531526826322079,
0.26406973600387573,
-0.4205840229988098,
0.2545299232006073,
0.8131548166275024,
-0.2760537266731262,
-0.46201035380363464,
0.43192315101623535,
0.45596393942832947,
-0.6618256568908691,
-0.033750370144844055,
0.24971304833889008,
-0.0045681302435696125,
-0.05119200050830841,
0.22888654470443726,
0.4563731551170349,
-0.5298681259155273,
0.25155478715896606,
-0.3575921356678009,
-0.20279984176158905,
-0.06166704744100571,
0.06949375569820404,
0.16352778673171997,
0.06223154440522194,
-0.5138464570045471,
-0.12158416211605072,
-0.184667706489563,
0.02233225293457508,
-0.29613450169563293,
0.22358721494674683,
-0.011519411578774452,
-0.20738084614276886,
-0.39662468433380127,
0.5653607845306396,
0.08919582515954971,
-0.0011487300507724285,
-0.14279066026210785,
0.3260990381240845,
-0.2989882230758667,
-0.7889215350151062,
-0.13192181289196014,
-0.023750225082039833,
-0.18246428668498993,
-0.2680545747280121,
-0.20560431480407715,
0.25342562794685364,
0.37393027544021606,
0.32215121388435364,
-0.5858246684074402,
-0.38333114981651306,
-0.7891627550125122,
0.06513530015945435,
-0.08741863816976547,
-0.19212085008621216,
-0.22947902977466583,
-0.12144020199775696,
0.11411561816930771,
-0.29911741614341736,
-0.5712817311286926,
-0.26219987869262695,
0.47725293040275574,
0.42058494687080383,
-0.42603299021720886,
0.19720254838466644,
0.199935182929039,
0.012171528302133083,
-0.4653654396533966,
-0.22923555970191956,
0.32141607999801636,
1.0840845108032227,
0.04358666017651558,
-0.1970948576927185,
-0.39154234528541565,
0.025469860062003136,
-0.0652967244386673,
-0.26089566946029663,
-0.8965305685997009,
-0.06864162534475327,
0.01750509813427925,
-0.6639770269393921,
0.33941859006881714,
-0.055694643408060074,
-0.5725261569023132,
-0.18937475979328156,
-0.13981258869171143,
0.27439215779304504,
-0.08943388611078262,
-0.5937049984931946,
-0.9080634117126465,
-0.04458012804389,
0.35813966393470764,
-0.2573225796222687,
0.005552788730710745,
0.015488658100366592,
0.40112873911857605,
-0.4412601590156555,
0.1769852191209793,
-0.06797803193330765,
-0.41355112195014954,
-0.1646958440542221,
0.05111359432339668,
-0.42098456621170044,
0.06994090229272842,
0.5036801099777222,
-0.8437119126319885,
-0.2296399176120758,
0.12282440811395645,
0.4213728904724121,
0.16944147646427155,
-0.1916777640581131,
0.21908211708068848,
-0.4679134786128998,
-0.39955639839172363,
-0.44833657145500183,
0.4300907850265503,
-0.1783393770456314,
-0.17853271961212158,
-0.13893519341945648,
0.7658495903015137,
-0.3123529851436615,
-0.07284504175186157,
0.235942080616951,
0.24619922041893005,
-0.13928313553333282,
-0.310120552778244,
-0.5438742637634277,
-0.14343170821666718,
0.2503202259540558,
-0.46230748295783997,
0.17352049052715302,
0.15827837586402893,
0.516757071018219,
-0.17075248062610626,
-0.13178978860378265,
-0.13490284979343414,
-0.06952192634344101,
0.6649798154830933,
-0.11636050790548325,
-0.0992361456155777,
-0.4112512469291687,
-0.47921547293663025,
-0.0834588035941124,
0.07432805746793747,
-0.13072438538074493,
-0.8739774823188782,
0.1562415361404419,
-0.5669217705726624,
0.9164002537727356,
0.13938967883586884,
0.21027888357639313,
0.9426783919334412,
0.6108888387680054,
-0.15456654131412506,
-0.007803914602845907,
0.2703905701637268,
0.07197392731904984,
0.22582946717739105,
-0.1451222449541092,
-0.22312746942043304,
-0.08998148888349533,
-0.5582788586616516,
0.10036003589630127,
-0.03814046457409859,
0.28641805052757263,
-0.4163273274898529,
0.4669042229652405,
-0.07980653643608093,
-0.2907763421535492,
0.3181980550289154,
-0.2989613711833954,
-0.3552604019641876,
-0.1508013755083084,
-0.21009942889213562,
0.16358382999897003,
-0.038883816450834274,
0.35778501629829407,
-0.5137302875518799,
-0.26691266894340515,
0.8030800223350525,
0.41289401054382324,
-0.009209252893924713,
0.13259029388427734,
0.34589365124702454,
0.34199637174606323,
0.49123185873031616,
-0.4754851460456848,
-0.05848979949951172,
0.40067505836486816,
-0.05609213560819626,
0.34637609124183655,
0.8245722055435181,
-0.6860368847846985,
0.34797146916389465,
-0.13471387326717377,
-0.1436261087656021,
0.6882531046867371,
0.17950278520584106,
0.0960678905248642,
0.30325713753700256,
0.29984569549560547,
-0.20334765315055847,
-0.1447746455669403,
0.14135326445102692,
-0.21004869043827057,
0.4506860077381134,
-0.031583741307258606,
0.02243613451719284,
0.5307612419128418,
0.2573760449886322,
-0.3269391357898712,
0.08945390582084656,
0.12459642440080643,
0.4253103733062744,
0.29999059438705444,
-0.35089465975761414,
-0.42326489090919495,
0.3979840874671936,
0.7586804032325745,
0.07472287118434906,
-0.2362137734889984,
-0.24363906681537628,
-0.1909339278936386,
-0.031758200377225876,
0.13466224074363708,
0.1326265037059784,
-0.5044405460357666,
0.45552149415016174,
-0.33330681920051575,
0.21110692620277405,
-0.22407351434230804,
-0.2002325803041458,
-0.3424948751926422,
-0.2991989850997925,
0.7236918807029724,
-0.3709409832954407,
0.027725473046302795,
0.36491939425468445,
0.07957128435373306,
0.352437287569046,
-0.42760366201400757,
0.15484797954559326,
-0.5239022970199585,
-0.13470159471035004,
0.6439272165298462,
-0.04962117597460747,
0.0591127946972847,
-0.028592132031917572,
-0.2762989103794098,
-0.4606938660144806,
-0.07299097627401352,
0.3644442558288574,
-0.02173192985355854,
-0.02476464956998825,
0.2410324662923813,
0.21960024535655975,
-0.2917301654815674,
0.29699158668518066,
0.326714426279068,
-0.08472750335931778,
-0.09172573685646057,
-0.37575563788414,
-0.3095695376396179,
-0.4318959414958954,
-0.4629233479499817,
0.2961527705192566,
0.22005800902843475,
0.15738214552402496,
-0.1523624211549759,
-0.8272085785865784,
0.12757748365402222,
0.2943482995033264,
0.014212413690984249,
0.13311035931110382,
-0.25123244524002075,
0.8552429676055908,
0.525688111782074,
0.04340853542089462,
0.26466917991638184,
0.45342499017715454,
0.22165730595588684,
0.0902845561504364,
-0.3733176290988922,
0.12304675579071045,
-0.7778199911117554,
0.037825267761945724,
-0.25999945402145386,
-0.2035881131887436,
0.5040597319602966,
0.09749121218919754,
-0.32734614610671997,
-0.19753840565681458,
0.6294986605644226,
0.5953142642974854,
0.19156652688980103,
-0.45079201459884644,
0.09553562104701996,
-0.3173348605632782,
-0.13577678799629211,
-0.37706637382507324,
0.09416469931602478,
-0.03735125809907913,
0.28657007217407227,
-0.23917169868946075,
0.38883259892463684,
-0.009471083991229534,
-0.31727445125579834,
0.5318176746368408,
0.1758994460105896,
-0.304889976978302,
-0.5937198996543884,
0.3724803924560547,
-0.6650521159172058,
-0.6466675400733948,
0.10270432382822037,
0.7982635498046875,
0.3576858937740326,
-0.49795961380004883,
-0.34297457337379456,
0.2556244432926178,
0.07738973945379257,
0.18310673534870148,
-0.31092098355293274,
0.5487327575683594,
0.19918932020664215,
-0.25934264063835144,
-0.3875747621059418,
0.3858187794685364,
0.08097101002931595,
-0.08962779492139816,
-0.37819400429725647,
0.3262995481491089,
-0.10375308990478516,
-0.04280933365225792,
-0.1158340647816658,
-0.9554842114448547,
-0.032756924629211426,
-0.042819201946258545
] |
Google's Borg system is a cluster manager that runs hundreds of thousands of jobs, from many thousands of different applications, across a number of clusters each with up to tens of thousands of machines.
It achieves high utilization by combining admission control, efficient task-packing, over-commitment, and machine sharing with process-level performance isolation. It supports high-availability applications with runtime features that minimize fault-recovery time, and scheduling policies that reduce the probability of correlated failures. Borg simplifies life for its users by offering a declarative job specification language, name service integration, real-time job monitoring, and tools to analyze and simulate system behavior.
We present a summary of the Borg system architecture and features, important design decisions, a quantitative analysis of some of its policy decisions, and a qualitative examination of lessons learned from a decade of operational experience with it. | [
-0.004152155946940184,
0.002865901682525873,
-0.007601669058203697,
0.00007538171485066414,
0.019038638100028038,
-0.017771432176232338,
0.006674559786915779,
0.004747455473989248,
-0.00770377553999424,
0.019373903051018715,
-0.014351115562021732,
0.012580286711454391,
0.0269782617688179,
0.009830845519900322,
0.01393772754818201,
-0.0009279224323108792,
0.0013377023860812187,
-0.0006079105660319328,
0.0017141156131401658,
0.001165543682873249,
0.021633330732584,
0.008751657791435719,
0.007270919159054756,
0.005007210187613964,
-0.0014849877916276455,
0.010469945147633553,
-0.04525924474000931,
-0.007916243746876717,
-0.0012930817902088165,
0.02453339658677578,
-0.02400793321430683,
-0.011878548189997673,
-0.00007853214628994465,
-0.005442808847874403,
0.005212521180510521,
0.00003199739148840308,
-0.0016661088448017836,
0.015817124396562576,
-0.009481176733970642,
-0.0031544440425932407,
0.007750914432108402,
-0.0032837004400789738,
0.0025819032453000546,
-0.028114400804042816,
-0.007161441259086132,
0.015865910798311234,
0.00014567922335118055,
0.0259038507938385,
0.01672723889350891,
0.009322678670287132,
-0.012136051431298256,
-0.01162184402346611,
0.002566371578723192,
0.0038776907604187727,
-0.003977661952376366,
0.006505297496914864,
0.013105361722409725,
-0.0011151342187076807,
0.016073420643806458,
-0.0019946673419326544,
-0.00442019198089838,
0.02506963163614273,
0.012234698981046677,
-0.005481095518916845,
-0.01895494945347309,
-0.06799283623695374,
0.027288969606161118,
0.006080301478505135,
-0.01500924676656723,
0.0009971896652132273,
-0.018623581156134605,
0.0083623006939888,
-0.0008256891742348671,
0.01263871043920517,
-0.0016671264311298728,
-0.011355576105415821,
-0.01010095328092575,
-0.0018055932596325874,
0.007486507296562195,
0.028170146048069,
-0.0001910343999043107,
-0.015773674473166466,
-0.00009176658932119608,
0.019056610763072968,
0.012327827513217926,
0.013545804657042027,
-0.019253522157669067,
-0.010539397597312927,
-0.0017237986903637648,
0.015011698938906193,
-0.0009260010556317866,
0.005958513356745243,
-0.01880342699587345,
0.01909612864255905,
-0.02563980594277382,
0.013720342889428139,
-0.016079124063253403,
0.007998618297278881,
-0.013040557503700256,
-0.002602602820843458,
-0.0029354419093579054,
0.012038109824061394,
0.008019091561436653,
-0.0016986809205263853,
0.010723461396992207,
0.007343028672039509,
0.02213253080844879,
-0.006611725315451622,
-0.004180955234915018,
0.006236258894205093,
0.00795736350119114,
0.010024195536971092,
-0.009101900272071362,
0.0220389012247324,
0.006453443318605423,
-0.013407200574874878,
0.0028600716032087803,
-0.00341346045024693,
0.009418237023055553,
-0.005839433055371046,
-0.010573972016572952,
-0.00178251089528203,
0.0006423061131499708,
-0.002594172256067395,
0.006510504521429539,
-0.007425681687891483,
0.014552060514688492,
-0.008278647437691689,
0.016868622973561287,
0.0025913207791745663,
-0.00811088364571333,
-0.003418900538235903,
0.0008927979506552219,
-0.011187762022018433,
0.0029151709750294685,
-0.001333569292910397,
-0.023661501705646515,
0.003683729562908411,
0.009754238650202751,
-0.009278778918087482,
0.010349063202738762,
0.008099806495010853,
0.0046795629896223545,
0.006049911491572857,
0.0044426992535591125,
0.0014134417288005352,
-0.007792298682034016,
0.008591738529503345,
-0.009108947589993477,
-0.0147901251912117,
-0.007669043727219105,
0.005777505226433277,
-0.014558622613549232,
-0.0016433927230536938,
0.007500198669731617,
0.008669039234519005,
-0.004654047079384327,
-0.028472764417529106,
-0.01577223464846611,
0.02301112376153469,
0.02369735762476921,
-0.015258216299116611,
0.02783547155559063,
0.005626939702779055,
0.009028919972479343,
0.0030176020227372646,
0.011140435002744198,
-0.014728367328643799,
-0.023121651262044907,
0.003396513406187296,
-0.00814773142337799,
-0.0069242119789123535,
0.025404848158359528,
0.006238818168640137,
-0.00066907680593431,
-0.0009166396921500564,
0.02042536996304989,
0.005637884605675936,
-0.011344747617840767,
0.06763793528079987,
-0.026315955445170403,
0.004124712198972702,
-0.002852868288755417,
0.0032166275195777416,
0.027007553726434708,
-0.00014411623124033213,
-0.019253037869930267,
-0.014420156367123127,
-0.004725093487650156,
-0.0035783573985099792,
-0.006442752666771412,
-0.015490862540900707,
-0.019210070371627808,
0.0027903560549020767,
0.023719321936368942,
0.002577725797891617,
0.005056584719568491,
-0.014140362851321697,
0.0014255255227908492,
-0.013307125307619572,
-0.0053886063396930695,
0.012872016057372093,
0.005909724626690149,
0.018443170934915543,
0.006723854690790176,
0.013482620008289814,
0.012733731418848038,
0.00261153606697917,
0.016874469816684723,
0.017662283033132553,
0.020630445331335068,
-0.012475252151489258,
-0.004681289661675692,
-0.00668568629771471,
0.008649877272546291,
0.003079226240515709,
0.00261896476149559,
0.003162538632750511,
0.003788695903494954,
-0.00876252818852663,
-0.007765164598822594,
-0.0031288994941860437,
0.009961252100765705,
-0.00669037364423275,
-0.004110097419470549,
0.0012016544351354241,
-0.0009941351599991322,
0.008175884373486042,
-0.015435692854225636,
0.002536334563046694,
0.020909219980239868,
-0.004665753338485956,
-0.009403157979249954,
-0.009323382750153542,
0.000558286439627409,
0.022954897955060005,
0.006165256258100271,
-0.011002996005117893,
0.0030061344150453806,
-0.009030190296471119,
-0.0033548730425536633,
-0.010200194083154202,
0.00134231336414814,
0.014171790331602097,
-0.02873876877129078,
0.0023240107111632824,
-0.002858984051272273,
-0.027917664498090744,
0.0034434604458510876,
-0.0032351838890463114,
0.0024112393148243427,
0.03019808977842331,
0.014306694269180298,
0.00585298053920269,
-0.005273434333503246,
-0.0015188193647190928,
0.005220161750912666,
-0.0018888399936258793,
0.019147876650094986,
-0.012314232997596264,
-0.0009202181827276945,
0.006508497055619955,
-0.0037411281373351812,
0.016849810257554054,
-0.011453085578978062,
0.01375590730458498,
0.012715112417936325,
0.020298607647418976,
-0.00394365843385458,
-0.010068158619105816,
0.0018430574564263225,
-0.00779008399695158,
0.0010744782630354166,
-0.08228351175785065,
-0.013516860082745552,
-0.003985194955021143,
0.0018001509597525,
0.008812936954200268,
0.03430720418691635,
-0.024020811542868614,
0.02166856825351715,
-0.01963069476187229,
0.008528524078428745,
0.02667510136961937,
0.016370026394724846,
-0.018692824989557266,
-0.007109629921615124,
0.018533464521169662,
-0.016114171594381332,
0.007491213269531727,
-0.014873700216412544,
0.0016167429275810719,
0.011267706751823425,
-0.02095184475183487,
-0.0008740541525185108,
-0.01177082397043705,
-0.0056363120675086975,
-0.031032277271151543,
-0.016713159158825874,
0.0020769117400050163,
-0.01022687554359436,
0.0030601865146309137,
0.012928958982229233,
0.005864572711288929,
-0.009102297946810722,
-0.01671115681529045,
0.004728180356323719,
0.020266512408852577,
-0.01768433302640915,
-0.0036986996419727802,
-0.008805494755506516,
0.004895743448287249,
0.009772902354598045,
-0.004776488058269024,
0.0006118083838373423,
-0.019880935549736023,
0.006481777876615524,
0.00758149940520525,
0.003433892037719488,
-0.003682414535433054,
0.003901698160916567,
0.009955165907740593,
-0.010046379640698433,
0.008837672881782055,
-0.007252727635204792,
0.005399553570896387,
0.004719939548522234,
-0.00472643505781889,
0.00021036190446466208,
-0.020277811214327812,
0.010988817550241947,
-0.007107291370630264,
0.002284409711137414,
-0.0034061535261571407,
0.010028806515038013,
0.0025600139051675797,
0.030461233109235764,
0.026052864268422127,
-0.02008061856031418,
0.011491077020764351,
-0.00967707671225071,
0.007637856528162956,
0.011531644500792027,
-0.01358495932072401,
0.02008311077952385,
-0.00852733664214611,
0.00634616706520319,
-0.010106856003403664,
-0.002547802869230509,
-0.008030207827687263,
-0.012853579595685005,
-0.002781301038339734,
0.002443843986839056,
0.0007492126896977425,
0.016085896641016006,
-0.001393618993461132,
-0.013149918057024479,
-0.017517514526844025,
0.009001980535686016,
0.0019843485206365585,
-0.026875780895352364,
0.002646790351718664,
-0.012699353508651257,
-0.005025428719818592,
0.01972397044301033,
-0.018687626346945763,
0.004530854523181915,
0.010493471287190914,
0.020103484392166138,
-0.004175008274614811,
0.014865885488688946,
0.00014028651639819145,
0.006321854889392853,
-0.012516343034803867,
0.0016625924035906792,
-0.003247475251555443,
-0.008337108418345451,
0.017500806599855423,
0.010577868670225143,
0.019039232283830643,
-0.0039458489045500755,
0.005085278302431107,
-0.007204907480627298,
-0.01834457367658615,
0.015397552400827408,
-0.010127587243914604,
0.018309131264686584,
0.010661736130714417,
-0.002025770954787731,
-0.01201145350933075,
-0.0011985611636191607,
0.07366997003555298,
0.02157404273748398,
0.00022879440803080797,
-0.024650242179632187,
0.013713402673602104,
-0.012916434556245804,
-0.007016430143266916,
0.012738527730107307,
-0.021381858736276627,
-0.0002113028895109892,
0.0073994859121739864,
-0.017900172621011734,
0.0046394807286560535,
0.006030903197824955,
-0.0017464569536969066,
0.008364359848201275,
-0.017657076939940453,
-0.019807832315564156,
-0.017929870635271072,
-0.02087593823671341,
-0.016991861164569855,
0.004835970234125853,
-0.011528280563652515,
0.028869125992059708,
-0.0052906833589077,
-0.030626414343714714,
0.0070111071690917015,
-0.010166439227759838,
0.010478728450834751,
0.007293677888810635,
0.009421488270163536,
-0.008508732542395592,
-0.004763258621096611,
-0.002892378717660904,
0.0034256204962730408,
-0.009944694116711617,
0.011164137162268162,
0.010591747239232063,
0.008949654176831245,
0.008927728980779648,
0.010506382212042809,
-0.01744026690721512,
0.022942304611206055,
0.019460465759038925,
-0.011564765125513077,
0.012264804914593697,
-0.007253941148519516,
-0.008492394350469112,
-0.0016442689811810851,
-0.0005525827873498201,
-0.0042974986135959625,
0.016792945563793182,
0.0018316146451979876,
-0.0035433017183095217,
0.011322801932692528,
-0.002197649795562029,
0.012340396642684937,
-0.011103583499789238,
-0.009286013431847095,
0.006784709636121988,
-0.007771505042910576,
0.022072039544582367,
0.008023921400308609,
0.010343741625547409,
-0.009664232842624187,
-0.0014510401524603367,
0.023725200444459915,
-0.0016596103087067604,
0.0015108892694115639,
0.004211670719087124,
-0.00023978925310075283,
-0.023627273738384247,
0.008493872359395027,
0.015916334465146065,
0.010586745105683804,
0.0003562208730727434,
0.004923902451992035,
-0.006132040172815323,
-0.01262296549975872,
-0.005181736778467894,
-0.009566610679030418,
-0.0057992092333734035,
0.009178036823868752,
0.006933447904884815,
-0.015927741304039955,
0.013011807575821877,
0.008985067717730999,
-0.07536359131336212,
-0.0003125484799966216,
-0.003917234018445015,
-0.003277495037764311,
0.012914702296257019,
-0.0010894173756241798,
-0.005801911000162363,
-0.01683831214904785,
0.011873802170157433,
-0.0009649816201999784,
-0.009967205114662647,
-0.0001714695245027542,
0.0065149711444973946,
0.011809219606220722,
0.006908739451318979,
0.015339109115302563,
-0.007813956588506699,
0.007686560973525047,
-0.00030533946119248867,
0.01646006852388382,
-0.020479589700698853,
-0.011392966844141483,
0.008741555735468864,
0.009968194179236889,
-0.00020741255139000714,
-0.082543283700943,
0.00987214595079422,
0.005712408572435379,
0.0014552490320056677,
-0.002119721844792366,
-0.01630069687962532,
0.00036926777102053165,
-0.008098933845758438,
-0.01455155573785305,
-0.010855678468942642,
-0.012938347645103931,
-0.010273901745676994,
0.012118393555283546,
-0.011553898453712463,
0.004625784233212471,
-0.00722992978990078,
0.019537853077054024,
-0.006810331717133522,
0.0009905141778290272,
-0.006690324284136295,
-0.000872759148478508,
0.013781916350126266,
-0.009510591626167297,
0.012326224707067013,
-0.009781314060091972,
0.012359801679849625,
0.006029082462191582,
0.0156089561060071,
0.02300061099231243,
0.0062536271288990974,
0.01714252308011055,
0.0022178799845278263,
0.007788593880832195,
0.008593831211328506,
-0.03380483388900757,
0.0014431052841246128,
-0.0203002467751503,
-0.0005769722629338503,
0.017739661037921906,
-0.005007997155189514,
-0.006741605699062347,
0.01612767204642296,
-0.02437201514840126,
0.008895805105566978,
-0.011407287791371346,
-0.01230692956596613,
0.007115555927157402,
0.003219518344849348,
0.0003124229842796922,
0.008065275847911835,
0.004116377793252468,
-0.02470463141798973,
0.010068572126328945,
-0.029749775305390358,
-0.002968449145555496,
-0.008982930332422256,
0.0028801814187318087,
0.025481149554252625,
0.0204883124679327,
0.010213036090135574,
-0.008102720603346825,
0.028605155646800995,
-0.00480958167463541,
0.07304602861404419,
0.0018683886155486107,
0.011992426589131355,
0.008171622641384602,
-0.005366521421819925,
0.0017328844405710697,
0.0006920074811205268,
-0.005436447914689779,
0.003324416931718588,
0.010809562169015408,
-0.007609005086123943,
-0.011742603965103626,
-0.0005607630591839552,
0.0034341958817094564,
0.0025103390216827393,
-0.010074468329548836,
-0.02151837944984436,
-0.012936647981405258,
0.006136858835816383,
-0.02141926810145378,
0.014476953074336052,
-0.004756497219204903,
0.03404511511325836,
-0.02069985494017601,
0.00027577136643230915,
0.0004978806246072054,
-0.027837682515382767,
0.026784909889101982,
-0.02058868482708931,
-0.014977360144257545,
-0.012733949348330498,
0.004791532177478075,
0.007029855158179998,
-0.013747090473771095,
0.018282009288668633,
-0.023272503167390823,
0.002620572689920664,
0.006945253815501928,
-0.0002348597627133131,
-0.0063844164833426476,
-0.030207522213459015,
0.013815115205943584,
0.000043482985347509384,
0.005348784849047661,
-0.01141862291842699,
0.013155067339539528,
0.016903363168239594,
0.025469189509749413,
0.027237948030233383,
0.01039210706949234,
-0.021211422979831696,
0.007075320929288864,
-0.004043485503643751,
0.00046625686809420586,
0.004776401445269585,
0.0006535255815833807,
-0.007953236810863018,
0.0008282887865789235,
-0.024996483698487282,
-0.006578909698873758,
0.00019628554582595825,
0.001444155932404101,
0.0059258281253278255,
0.016085345298051834,
-0.007661627139896154,
-0.012440523132681847,
-0.006297263316810131,
-0.017014365643262863,
-0.012691089883446693,
0.010530654340982437,
0.013723863288760185,
0.016227122396230698,
0.002300545573234558,
0.0022752517834305763,
-0.023012928664684296,
0.022188780829310417,
-0.028652071952819824,
-0.00735128577798605,
0.021945267915725708,
-0.007123996037989855,
0.006200964562594891,
-0.018380552530288696,
0.010369960218667984,
0.02093711495399475,
0.004018048290163279,
0.015117309987545013,
-0.012211224064230919,
-0.013272326439619064,
-0.0034563785884529352,
0.0031842191237956285,
0.01662611775100231,
-0.0068987892009317875,
0.0037750357296317816,
-0.0017279509920626879,
0.009843898937106133,
0.03174315765500069,
0.008100246079266071,
0.011518269777297974,
0.007319842465221882,
0.002505292883142829,
0.00030851172050461173,
-0.0021995934657752514,
-0.013665872626006603,
-0.02408938854932785,
-0.01721762865781784,
-0.007073280401527882,
0.009225045330822468,
0.01076530758291483,
0.005943997297435999,
-0.0036059822887182236,
0.0010929721174761653,
-0.007573431357741356,
-0.0002940562553703785,
0.025572773069143295,
0.001182926120236516,
0.01545087993144989,
-0.007912332192063332,
0.007137107662856579,
0.0035403429064899683,
-0.007209719158709049,
0.0017544955480843782,
-0.0002502407878637314,
0.01427172590047121,
0.018757084384560585,
0.02549954503774643,
-0.017703641206026077,
-0.011031179688870907,
-0.0017719550523906946,
0.0018567279912531376,
0.009051021188497543,
0.011795373633503914,
-0.031939465552568436,
0.010619061067700386,
0.025958538055419922,
-0.020827777683734894,
-0.021943800151348114,
0.025799082592129707,
-0.005225947592407465,
0.021433578804135323,
-0.015945537015795708,
0.010450484231114388,
-0.0042876070365309715,
0.01679898239672184,
-0.031157266348600388,
0.005307380110025406,
-0.01933513954281807,
-0.01193850114941597,
-0.01084041502326727,
0.004842206370085478,
0.03403988853096962,
-0.00010467006359249353,
0.012920374050736427,
-0.006152642425149679,
-0.00756949745118618,
-0.040422819554805756,
0.013031465001404285,
-0.00958489254117012,
-0.01950928568840027,
0.013692444190382957,
0.008769702166318893,
-0.01257073413580656,
0.0005200235173106194,
-0.002084361854940653,
0.008296530693769455,
0.018428124487400055,
-0.010770028457045555,
0.02392413094639778,
-0.0007578672375530005,
-0.001605166238732636,
-0.02363324910402298,
0.0024275220930576324,
-0.030049342662096024,
-0.0067671905271708965,
0.0012717426288872957,
-0.0180408526211977,
-0.0073966411873698235,
-0.024532519280910492,
-0.014401117339730263,
-0.0034588933922350407,
0.00045862537808716297,
0.0034003702457994223,
0.007289988454431295,
0.0022357075940817595,
-0.006776752416044474,
-0.00037368055200204253,
-0.012363798916339874,
0.0014240946620702744,
-0.01859462633728981,
0.006053767632693052,
0.005143048241734505,
-0.017076032236218452,
-0.007344068493694067,
-0.004286906681954861,
0.00169608264695853,
0.0013301348080858588,
-0.004431555513292551,
-0.01987149938941002,
0.004731134977191687,
0.00533914053812623,
-0.00006755045615136623,
0.007443323731422424,
-0.005562635138630867
] | [
-0.32950106263160706,
-0.2629524767398834,
0.7269890308380127,
0.3373892903327942,
0.23394353687763214,
0.4277888536453247,
0.048975471407175064,
0.4422812759876251,
-0.0015200453344732523,
-0.5457844734191895,
-0.12200149893760681,
0.3212488293647766,
-0.4418429136276245,
0.27619197964668274,
0.2537146508693695,
0.1357543170452118,
0.4687151610851288,
0.3196468949317932,
-0.6040068864822388,
-0.13858914375305176,
-0.07391338050365448,
-0.35310491919517517,
0.001343661337159574,
-0.06875425577163696,
0.05488831549882889,
0.07956297695636749,
0.3662259578704834,
0.16936461627483368,
-0.36343440413475037,
0.27997255325317383,
0.0251554474234581,
0.16764377057552338,
-0.14987000823020935,
-0.1340068131685257,
-0.0920323058962822,
-0.5820481777191162,
-0.4867684245109558,
0.046043042093515396,
-0.007277750875800848,
-0.5149979591369629,
-0.11221199482679367,
-0.12747246026992798,
-0.46217554807662964,
0.4590100049972534,
-0.4072611629962921,
-0.07388988882303238,
-1.8823826313018799,
0.1468830555677414,
-0.20279964804649353,
0.050388485193252563,
-1.0007679462432861,
0.2491435557603836,
0.243687242269516,
-0.0634433850646019,
0.004827003460377455,
0.1840980499982834,
0.057277098298072815,
-0.05595146119594574,
0.14211389422416687,
-0.07191409915685654,
0.24645216763019562,
-0.48372599482536316,
0.05707527697086334,
0.36181843280792236,
-0.03266274183988571,
0.3446213901042938,
-0.02037181705236435,
0.052142977714538574,
-0.8241990208625793,
-0.2663164436817169,
0.0009527521906420588,
-0.311935693025589,
-0.28168928623199463,
0.6920466423034668,
-0.6059011816978455,
0.34216201305389404,
0.08043837547302246,
-0.16047485172748566,
0.395755410194397,
0.11116717755794525,
-0.22849516570568085,
0.24872402846813202,
0.5165016651153564,
-0.09273117780685425,
0.2951095402240753,
0.011137492954730988,
-0.10527005791664124,
0.4175511300563812,
-0.25519174337387085,
0.21622659265995026,
-0.06622928380966187,
-0.6276668310165405,
0.557273805141449,
0.7683858275413513,
0.240869402885437,
0.0603119321167469,
-0.19458796083927155,
-0.1435495764017105,
0.26573795080184937,
0.2913433015346527,
-0.06915132701396942,
0.12795060873031616,
-0.28122785687446594,
0.02973032556474209,
-0.25991925597190857,
-0.2758723199367523,
-0.6113395690917969,
-0.4084833264350891,
-0.2363712191581726,
0.202397421002388,
-0.4415178894996643,
0.3239486515522003,
-0.017491856589913368,
0.29549065232276917,
0.03617483377456665,
0.14463108777999878,
0.09694908559322357,
-0.24948056042194366,
0.376435786485672,
-0.30994924902915955,
0.3284299373626709,
0.9087350964546204,
0.15465879440307617,
0.06941365450620651,
-0.029746459797024727,
-0.15791162848472595,
0.22027498483657837,
0.06678257882595062,
-0.3364056348800659,
0.11632610857486725,
0.30660080909729004,
0.46118712425231934,
0.08422999829053879,
-0.03936734050512314,
-0.2718668282032013,
-0.7939621806144714,
-0.11221365630626678,
0.42696449160575867,
0.4353049397468567,
-0.004752853885293007,
-0.5244369506835938,
-0.41792675852775574,
-0.4517739415168762,
-0.32646751403808594,
0.4396181106567383,
-0.14174257218837738,
0.04586827754974365,
-0.6632845997810364,
-0.4045450687408447,
-0.36228084564208984,
-0.5896647572517395,
0.42588427662849426,
-0.8868882656097412,
-0.5335338115692139,
-0.12285822629928589,
0.4204665422439575,
-0.27535340189933777,
-0.27349817752838135,
0.2398167997598648,
-0.4455842971801758,
0.22731158137321472,
0.5368521213531494,
-1.0409266948699951,
-0.26225072145462036,
-0.17267094552516937,
-0.4846676290035248,
0.15311093628406525,
0.01399055402725935,
0.4930427670478821,
0.24434329569339752,
-0.07071471959352493,
0.19482171535491943,
0.28075289726257324,
-0.06008092314004898,
-0.22291119396686554,
0.5535227060317993,
0.643042266368866,
0.016703905537724495,
0.209173783659935,
0.05319543182849884,
-0.5655946731567383,
-0.2824465036392212,
0.34193623065948486,
0.2601062059402466,
-0.43556323647499084,
-0.15835313498973846,
0.21646477282047272,
-0.012900915928184986,
-0.08963046967983246,
-0.46593937277793884,
-0.4483179748058319,
-0.1604059487581253,
0.43915027379989624,
-0.1974913328886032,
0.9052808880805969,
-0.22228847444057465,
-0.2625659704208374,
0.9525893926620483,
-0.2453717142343521,
0.00673387385904789,
0.018284380435943604,
-0.07531280815601349,
0.1553105115890503,
-0.4625392556190491,
-0.50751793384552,
-0.27563852071762085,
-0.32934215664863586,
-0.3205607533454895,
-1.291632890701294,
-0.08762466907501221,
0.17523647844791412,
-0.7767433524131775,
0.35891392827033997,
-0.18430139124393463,
0.5044296979904175,
0.48113781213760376,
-0.5434173941612244,
0.07356712222099304,
0.4592560827732086,
0.010460121557116508,
0.8604681491851807,
-0.44756194949150085,
-0.009717687033116817,
0.5470947623252869,
-0.0946563258767128,
0.007828342728316784,
0.5118778347969055,
0.26219746470451355,
0.8202803730964661,
-0.5230505466461182,
0.062215909361839294,
0.006634446792304516,
0.00890706479549408,
-0.4920373558998108,
-0.45058637857437134,
-0.09659548103809357,
0.4559937119483948,
-0.14939358830451965,
0.3002612292766571,
0.07994984090328217,
-0.019981108605861664,
0.008375504985451698,
-0.7853462100028992,
0.32337087392807007,
0.13562336564064026,
-0.6073532104492188,
-0.40329959988594055,
0.1852044314146042,
-0.15603840351104736,
-0.4888847768306732,
0.24653637409210205,
0.17085498571395874,
-0.0959683358669281,
-0.3078525960445404,
0.38628241419792175,
-0.08776509016752243,
0.10175192356109619,
0.2638029456138611,
-0.12835101783275604,
0.2171921730041504,
-0.24777336418628693,
0.06025396287441254,
-0.4589819312095642,
0.1505422592163086,
0.21433021128177643,
-0.517991304397583,
-0.36396387219429016,
-0.11207949370145798,
0.20247891545295715,
0.5073901414871216,
0.07344581186771393,
0.017779186367988586,
-0.3402891755104065,
0.19348080456256866,
-0.09717858582735062,
-0.4612315595149994,
0.2731183171272278,
0.21521209180355072,
-0.37921154499053955,
-0.5588983297348022,
0.0630776509642601,
0.32033663988113403,
0.9060074090957642,
-0.05482521653175354,
0.002502302173525095,
-0.6337065100669861,
0.07186304032802582,
-0.536514163017273,
-0.7767295241355896,
-0.12909555435180664,
-0.3359537422657013,
0.6309157013893127,
-0.13423240184783936,
0.017709290608763695,
-0.035343583673238754,
0.38872405886650085,
0.12163501232862473,
0.03030509315431118,
0.4792027771472931,
-0.0755530521273613,
-0.33391687273979187,
0.16454444825649261,
-0.10409918427467346,
-0.5385841727256775,
0.11343704909086227,
-0.016365043818950653,
-0.34817802906036377,
-0.1503496766090393,
-6.00194787979126,
0.2900691032409668,
-0.32687515020370483,
0.04992767423391342,
-0.4308173358440399,
-0.19633056223392487,
0.5467062592506409,
0.0968766063451767,
0.3711484968662262,
-0.19746311008930206,
-0.10617326200008392,
0.31581589579582214,
-0.6038647294044495,
0.12891019880771637,
0.21068419516086578,
0.8956051468849182,
0.3773319125175476,
0.29320386052131653,
-0.026320435106754303,
-0.353793740272522,
-0.2718883752822876,
-0.4115268290042877,
-0.02181549370288849,
0.6299268007278442,
0.1615370810031891,
0.3130670189857483,
-0.9142189025878906,
0.16876670718193054,
-0.37512698769569397,
0.2983201742172241,
0.2781265377998352,
-0.3386000990867615,
-0.6024128794670105,
0.08529438078403473,
0.05921393260359764,
-0.07772965729236603,
0.24170465767383575,
-0.20243175327777863,
0.24199873208999634,
-0.7138413786888123,
0.44825640320777893,
0.6159864664077759,
-0.05731753632426262,
-0.07020508497953415,
0.4879157841205597,
-0.643099844455719,
-0.6925433278083801,
0.03724883496761322,
0.10539668798446655,
0.045242488384246826,
-0.5461370944976807,
-0.21229223906993866,
-0.28891050815582275,
0.2039739191532135,
-0.2746342718601227,
-0.24656552076339722,
0.33070865273475647,
0.4837493300437927,
-0.10889752954244614,
0.5030409097671509,
0.0592326745390892,
-0.4576963484287262,
-0.35356605052948,
-0.5433541536331177,
-0.08282070606946945,
0.36374858021736145,
-0.5586404204368591,
-0.5314124226570129,
0.2372865527868271,
0.33245643973350525,
-0.31292954087257385,
0.5654042363166809,
0.27920472621917725,
-0.745148241519928,
0.25183215737342834,
-0.09975586086511612,
-0.22737166285514832,
0.045896705240011215,
-0.17549028992652893,
0.0525449700653553,
-0.2752752900123596,
-0.3786683976650238,
0.1933663785457611,
-0.39788466691970825,
-0.2516174912452698,
-0.5892722010612488,
-0.11338555067777634,
0.12057632207870483,
0.18382829427719116,
0.3781643807888031,
0.8831691145896912,
-0.6525372862815857,
0.8654564619064331,
0.007516147568821907,
0.8823699355125427,
0.22201497852802277,
0.3531024754047394,
0.2676263153553009,
-0.11246047168970108,
-0.18596573173999786,
0.9973912835121155,
0.024366779252886772,
-0.23560258746147156,
-0.5743861198425293,
0.25603213906288147,
0.4129698574542999,
-0.2971741259098053,
0.13785512745380402,
0.8041175007820129,
0.05326211079955101,
-0.19605883955955505,
0.053087107837200165,
-0.022823860868811607,
-0.2025202065706253,
0.3811030387878418,
-0.2960111200809479,
-0.2698054611682892,
0.6044753789901733,
0.5566586256027222,
-0.32590627670288086,
-0.3290574848651886,
0.04984717443585396,
0.09721231460571289,
0.06345493346452713,
0.1742289513349533,
-0.0713157057762146,
0.4224673807621002,
0.10791114717721939,
0.631446123123169,
-0.2445177286863327,
0.15432311594486237,
0.6147229075431824,
-0.14480669796466827,
-0.22329728305339813,
-0.10378187149763107,
-0.5872827768325806,
-0.012289288453757763,
-0.04525255039334297,
-0.1433195024728775,
-0.16326823830604553,
0.18967001140117645,
0.43231382966041565,
0.1922851800918579,
0.12895320355892181,
0.6474515199661255,
-0.08669868111610413,
0.15596793591976166,
0.08931571245193481,
-0.053965404629707336,
0.06852398812770844,
-0.10498123615980148,
-0.20643222332000732,
-0.32622218132019043,
0.02593079023063183,
-0.18166732788085938,
0.07458770275115967,
0.5505499839782715,
0.11797089129686356,
0.129232719540596,
-0.09941165894269943,
0.5023467540740967,
-0.11211761087179184,
-1.0991063117980957,
-0.08514843881130219,
-0.015634605661034584,
0.04530707001686096,
-0.16094602644443512,
-0.36416351795196533,
-0.1221621185541153,
0.5241436958312988,
-0.15703365206718445,
-0.06430218368768692,
-0.4423693120479584,
-0.40930894017219543,
0.028775203973054886,
-0.1978500336408615,
-0.13244099915027618,
0.1621713787317276,
-0.05201062187552452,
0.37575817108154297,
-0.4275357723236084,
-0.3869158625602722,
-0.5392569303512573,
0.49431657791137695,
0.6349032521247864,
-0.3721435070037842,
-0.1901654452085495,
0.17942756414413452,
-0.3174876272678375,
-0.8595472574234009,
-0.08482297509908676,
0.18689052760601044,
0.06168403849005699,
-0.0037912153638899326,
0.2918100953102112,
-0.2859388589859009,
0.08897225558757782,
0.06406483054161072,
-0.07891255617141724,
-0.6894348859786987,
-0.5475319027900696,
0.5049715042114258,
-0.8157593011856079,
0.7520208358764648,
0.30797985196113586,
-0.23631417751312256,
0.12665235996246338,
-0.28209009766578674,
0.35082945227622986,
0.021958202123641968,
-0.5780854821205139,
-0.19217117130756378,
0.12901607155799866,
-0.20625099539756775,
-0.14637936651706696,
0.12254208326339722,
-0.1079363077878952,
-0.2689755856990814,
-0.41738972067832947,
0.19244125485420227,
-0.39879652857780457,
-0.2066805511713028,
-0.021804094314575195,
0.01657446287572384,
-0.398136705160141,
-0.15734794735908508,
0.3397436738014221,
-0.4093513488769531,
-0.061251185834407806,
0.18728220462799072,
0.8364401459693909,
0.1480371206998825,
0.040632061660289764,
0.2905665338039398,
-0.2555921971797943,
-0.27631840109825134,
-0.2930331230163574,
0.15293686091899872,
0.2319769710302353,
0.2029745876789093,
-0.26326945424079895,
0.3490392565727234,
-0.5501812696456909,
-0.24915215373039246,
0.2118423581123352,
0.2282564789056778,
0.038450006395578384,
-0.32855889201164246,
-1.122722864151001,
0.03934783115983009,
0.4938010275363922,
-0.32746651768684387,
0.2429998815059662,
0.03005364164710045,
0.4604127109050751,
0.002709467662498355,
0.31245285272598267,
-0.467664510011673,
-0.26282021403312683,
0.3047730326652527,
-0.16510796546936035,
-0.003506459528580308,
-0.04995442554354668,
-0.34613358974456787,
-0.04642900452017784,
0.4641697108745575,
-0.20962202548980713,
-0.6989127993583679,
0.43066343665122986,
-0.7274120450019836,
0.24378547072410583,
0.5106804966926575,
0.3126322627067566,
0.584078848361969,
0.0964588150382042,
-0.3323650360107422,
0.17342953383922577,
0.5803617238998413,
0.0947570726275444,
0.628339409828186,
-0.3846745193004608,
-0.3002327084541321,
0.3908253312110901,
-0.4563537836074829,
0.676494836807251,
-0.34886178374290466,
0.610604465007782,
0.10567162185907364,
0.09106078743934631,
0.15718448162078857,
-0.2806141972541809,
0.7767676711082458,
0.30069947242736816,
0.1959281861782074,
-0.47221603989601135,
-0.13560624420642853,
0.6957240700721741,
0.16005083918571472,
-0.369172066450119,
0.27345147728919983,
-0.11218670755624771,
0.5749155879020691,
0.9073283672332764,
-0.7610823512077332,
0.2708962857723236,
0.15347203612327576,
0.4133218228816986,
-0.17187565565109253,
-0.3823055624961853,
-0.5852636694908142,
0.3441699743270874,
-0.030488362535834312,
0.6106773018836975,
0.8058028817176819,
-0.27412378787994385,
0.07722543925046921,
-0.23222778737545013,
0.34422415494918823,
0.6053359508514404,
0.07661715149879456,
-0.11408616602420807,
0.599799394607544,
0.29345229268074036,
-0.3471449017524719,
-0.040284402668476105,
0.20264267921447754,
-0.23908653855323792,
0.16882246732711792,
0.032119154930114746,
0.4717867374420166,
0.06752627342939377,
0.22361570596694946,
-0.3300624191761017,
0.44858449697494507,
0.14190205931663513,
-0.00501420721411705,
0.3762783706188202,
-0.167992502450943,
-0.6486831307411194,
0.18901799619197845,
0.6592909097671509,
0.3319453299045563,
-0.15797169506549835,
0.16583441197872162,
-0.33870407938957214,
0.39546385407447815,
0.27764612436294556,
0.698915421962738,
0.07261113822460175,
1.032167911529541,
-0.14020177721977234,
-0.09330301731824875,
-0.449354350566864,
0.47365087270736694,
-0.2014169842004776,
-0.7538588047027588,
0.5392065644264221,
0.17339922487735748,
-0.47910475730895996,
0.23507753014564514,
-0.22610889375209808,
0.5527209639549255,
-0.1722496598958969,
0.010293407365679741,
-0.5883432030677795,
0.271435409784317,
0.8063844442367554,
-0.1812322735786438,
-0.005374029744416475,
0.17860212922096252,
-0.2699759006500244,
0.5531551837921143,
-0.04466009885072708,
0.3752548396587372,
0.18701934814453125,
-0.529554545879364,
0.47995367646217346,
0.2125111222267151,
-0.034821782261133194,
0.2020031064748764,
0.12883129715919495,
0.18213286995887756,
0.3901798129081726,
-0.09641566872596741,
-0.02581486478447914,
0.15799421072006226,
-0.5045082569122314,
0.10942228883504868,
0.5449004173278809,
0.07304516434669495,
0.21897616982460022,
-0.4286755323410034,
-0.31543171405792236,
0.08729781210422516,
0.03831604868173599,
0.11722072958946228,
-0.29873380064964294,
0.9865661859512329,
0.3031820058822632,
0.5492446422576904,
0.31787747144699097,
0.012218325398862362,
0.025541342794895172,
0.6627013087272644,
-0.17246592044830322,
-0.11659729480743408,
-0.4958540201187134,
-0.27536702156066895,
-0.5312700867652893,
0.007504667155444622,
0.6596776843070984,
0.09961340576410294,
-0.24308614432811737,
0.13043400645256042,
-0.11177508533000946,
0.6205529570579529,
0.2382436841726303,
-0.18903733789920807,
-0.20413154363632202,
-0.45278027653694153,
0.0064536496065557,
-0.04566836729645729,
0.4574810266494751,
-0.17539776861667633,
0.45514312386512756,
0.17528586089611053,
0.4728063642978668,
0.2585795819759369,
-0.3323664665222168,
0.6110341548919678,
-0.2004997730255127,
-0.08229036629199982,
-0.20046278834342957,
0.09178987890481949,
-0.3744472563266754,
0.2598223388195038,
0.10628506541252136,
0.2804877460002899,
-0.08550556004047394,
-0.4247940182685852,
-0.310021311044693,
-0.4631688594818115,
-0.1479453146457672,
-0.16317468881607056,
-0.15403243899345398,
0.2447158843278885,
-0.2962932586669922,
-0.12694883346557617,
-0.5603709816932678,
0.30494385957717896,
-0.051220085471868515,
-0.14985056221485138,
-0.02796461619436741,
-0.37154966592788696,
-0.3379749357700348,
0.496585488319397,
0.317239910364151,
-0.6580178737640381,
-0.4655429422855377,
0.06801387667655945
] |
Software techniques that tolerate latency variability are vital to building responsive large-scale Web services. | [
-0.02993556670844555,
0.0037855631671845913,
-0.04261453077197075,
-0.023859823122620583,
0.038464296609163284,
-0.008680718950927258,
0.029788952320814133,
0.022919602692127228,
-0.034488603472709656,
-0.0456177182495594,
-0.023339569568634033,
0.05770222097635269,
0.03465975821018219,
0.09990472346544266,
-0.02504277229309082,
-0.05481640249490738,
-0.055490054190158844,
0.008441824465990067,
0.04216325283050537,
-0.05731021240353584,
0.06374317407608032,
0.04833270609378815,
0.024294136092066765,
-0.026912519708275795,
0.022985544055700302,
0.06026308238506317,
0.03488548845052719,
0.037024594843387604,
0.06889186054468155,
-0.05661351978778839,
-0.0375496968626976,
0.07338863611221313,
0.06556090712547302,
0.011406609788537025,
0.01456343475729227,
0.019149132072925568,
-0.0019325261237099767,
0.0412188395857811,
-0.01703738234937191,
-0.010622578673064709,
-0.055752433836460114,
-0.009081644006073475,
0.002244391245767474,
-0.003241756232455373,
-0.010710520669817924,
-0.008085966110229492,
-0.0036629147361963987,
0.059731896966695786,
-0.07639358192682266,
0.05063876509666443,
-0.0444960854947567,
-0.03454997017979622,
0.015420342795550823,
0.07644884288311005,
-0.02222251333296299,
-0.007970032282173634,
0.03833040967583656,
-0.007542953826487064,
-0.11403663456439972,
-0.031210435554385185,
-0.0021798720117658377,
-0.04072563722729683,
-0.05710674449801445,
-0.10205716639757156,
0.006187050137668848,
-0.05998307839035988,
-0.05535497888922691,
-0.006748282816261053,
0.0233809482306242,
-0.056859977543354034,
-0.023728713393211365,
0.04628380760550499,
-0.17617753148078918,
-0.08077041804790497,
0.04667118936777115,
0.1002417579293251,
-0.03501744568347931,
0.0320221371948719,
-0.06951095908880234,
-0.02842668816447258,
-0.015939362347126007,
-0.09718849509954453,
0.044898346066474915,
0.09528291970491409,
-0.002348223701119423,
-0.046035218983888626,
-0.024541683495044708,
-0.02069234475493431,
-0.02271396666765213,
-0.03179049491882324,
0.0481940396130085,
-0.0493403784930706,
-0.07808157056570053,
0.0051417723298072815,
0.019373798742890358,
0.038681287318468094,
-0.0002561368455644697,
-0.049356091767549515,
0.13816678524017334,
-0.021073048934340477,
-0.074573814868927,
0.09506841748952866,
0.05754555016756058,
-0.04454083368182182,
0.040149010717868805,
0.020852837711572647,
0.07233554124832153,
0.04241996631026268,
-0.06389852613210678,
0.02103264629840851,
-0.043041687458753586,
0.011487181298434734,
-0.02587769739329815,
0.056095097213983536,
0.050993312150239944,
-0.00634427834302187,
0.06153837591409683,
0.008550025522708893,
0.03793494030833244,
-0.009288954548537731,
0.03276476263999939,
0.013308433815836906,
0.06907246261835098,
-0.05682870000600815,
0.01560779195278883,
0.06649181991815567,
-0.06812148541212082,
-0.00522618368268013,
0.012361216358840466,
0.0536935031414032,
-0.01753007061779499,
0.06072865054011345,
0.02263219654560089,
-0.0739002600312233,
0.004026282578706741,
-0.016171542927622795,
-0.00399704510346055,
-0.07581809908151627,
0.07639952749013901,
-0.03875022754073143,
0.011015515774488449,
0.034718405455350876,
-0.018596552312374115,
0.02214645966887474,
0.06179923191666603,
-0.01814935728907585,
0.09192290157079697,
0.0480019748210907,
0.08830688893795013,
-0.0651107057929039,
0.008502050302922726,
-0.08826372772455215,
0.01992577128112316,
-0.07331901788711548,
0.09394773095846176,
-0.07043669372797012,
-0.07950034737586975,
-0.05186596140265465,
-0.07499304413795471,
0.04469073936343193,
0.10795234143733978,
0.0007317818817682564,
0.09019831568002701,
0.027378177270293236,
0.0975428894162178,
-0.0010299196001142263,
-0.046504609286785126,
-0.07574382424354553,
-0.045272696763277054,
0.006014736369252205,
-0.05299229547381401,
0.08810701966285706,
-0.05861891061067581,
0.044581685215234756,
-0.03812498226761818,
0.005094623193144798,
0.06834126263856888,
0.024974532425403595,
-0.015599397011101246,
0.06411687284708023,
0.035688724368810654,
0.049211010336875916,
-0.09899381548166275,
-0.040653277188539505,
0.049534961581230164,
-0.046256277710199356,
0.0368678942322731,
-0.009836463257670403,
-0.019396573305130005,
-0.007127817720174789,
-0.13186028599739075,
-0.14314398169517517,
-0.012080887332558632,
-0.00738932890817523,
0.07518825680017471,
0.016299370676279068,
-0.0346740260720253,
-0.027209008112549782,
-0.0361725278198719,
-0.014598468318581581,
-0.03302406519651413,
0.048606473952531815,
0.03308466076850891,
-0.034861866384744644,
-0.008667304180562496,
0.031137792393565178,
-0.012240977957844734,
-0.010179067961871624,
0.0034872842952609062,
0.10986007004976273,
0.04166291654109955,
0.06286396086215973,
0.00503568584099412,
-0.01332914549857378,
0.03772684931755066,
0.01864941045641899,
0.006273244507610798,
-0.0925665870308876,
0.002376318210735917,
-0.046519529074430466,
-0.0005595452967099845,
-0.027695253491401672,
0.021065417677164078,
0.009454973973333836,
0.11562719941139221,
0.049654580652713776,
-0.03828854113817215,
0.0352308563888073,
-0.06588942557573318,
-0.0148243373259902,
-0.01957554928958416,
-0.11621753871440887,
-0.028902888298034668,
0.022678013890981674,
-0.09997628629207611,
0.01646208018064499,
0.03325243294239044,
-0.056334011256694794,
0.048073966056108475,
-0.07384393364191055,
-0.025289436802268028,
0.06578734517097473,
-0.011100854724645615,
-0.02320529706776142,
-0.011149633675813675,
0.04389991983771324,
0.04364171624183655,
-0.04023728519678116,
0.026874706149101257,
-0.016489986330270767,
-0.00282772583886981,
0.015733016654849052,
0.12398523837327957,
0.06180782616138458,
0.03041764535009861,
-0.049745723605155945,
0.04541567713022232,
0.046175140887498856,
0.045156270265579224,
0.036466337740421295,
-0.026539752259850502,
0.0048826816491782665,
-0.003283262252807617,
-0.04707946255803108,
0.080996572971344,
0.03174622356891632,
-0.017704129219055176,
0.10774800926446915,
0.01144450157880783,
0.07725117355585098,
0.017466211691498756,
-0.02079259790480137,
-0.007053881883621216,
-0.07705362886190414,
-0.05098593980073929,
0.032453738152980804,
0.06171782314777374,
0.03281257301568985,
-0.04442720487713814,
0.02064485102891922,
0.036240704357624054,
-0.05590086057782173,
0.01633552275598049,
0.032620202749967575,
-0.06276287883520126,
-0.02973530814051628,
0.03310133516788483,
0.05964368209242821,
-0.07984953373670578,
0.014575052075088024,
-0.09433186799287796,
0.033030565828084946,
-0.005983182694762945,
0.06238652020692825,
-0.1027398481965065,
0.10295338183641434,
0.02415061555802822,
-0.014964690431952477,
-0.000765525212045759,
0.0768832117319107,
-0.010294707491993904,
-0.014014032669365406,
-0.016388140618801117,
0.04521097615361214,
0.007879859767854214,
-0.07779832184314728,
-0.020387545228004456,
0.06313814967870712,
0.045422036200761795,
-0.04888196662068367,
-0.019788159057497978,
-0.010143634863197803,
-0.05467692017555237,
0.05954623222351074,
0.030695291236042976,
-0.016674548387527466,
0.04008456692099571,
0.006560805719345808,
0.0337507426738739,
-0.021790171042084694,
0.05724630877375603,
0.030958062037825584,
-0.041038449853658676,
-0.039631277322769165,
-0.0423184409737587,
0.018692750483751297,
0.052542638033628464,
0.005160546395927668,
-0.09384777396917343,
-0.04418739676475525,
0.0066531687043607235,
-0.05715097859501839,
-0.010454056784510612,
0.025474244728684425,
-0.07683354616165161,
-0.02921239286661148,
0.10209447145462036,
-0.0766078308224678,
-0.052464164793491364,
0.04824892058968544,
-0.02803179807960987,
-0.00710667809471488,
0.01027100533246994,
-0.03165726736187935,
-0.02317546308040619,
0.03181667998433113,
0.017115812748670578,
-0.10395561903715134,
-0.04722195118665695,
-0.05446538329124451,
-0.004616731312125921,
0.11754113435745239,
-0.0014824334066361189,
-0.13971786201000214,
0.032174818217754364,
0.03176885470747948,
0.029711352661252022,
-0.003611910855397582,
-0.004674241878092289,
-0.0017479148227721453,
-0.025415804237127304,
0.031759556382894516,
-0.04100995138287544,
0.10244210809469223,
-0.04728810861706734,
0.004733068868517876,
0.017597991973161697,
0.05515340715646744,
-0.07605268061161041,
-0.07724443078041077,
-0.07622554153203964,
-0.016669506207108498,
0.03293241932988167,
0.0013627151492983103,
0.009605192579329014,
0.06645065546035767,
-0.021982327103614807,
-0.05316854640841484,
0.039207786321640015,
-0.0044481526128947735,
0.020062118768692017,
0.11617933958768845,
-0.022048991173505783,
-0.04322407767176628,
-0.032789602875709534,
-0.030318059027194977,
0.07705023884773254,
0.022524571046233177,
0.009697064757347107,
0.022917455062270164,
0.010316288098692894,
0.06026165559887886,
0.029418492689728737,
0.0454668328166008,
-0.04482020065188408,
-0.016747310757637024,
-0.04788285866379738,
0.029971690848469734,
0.008660875260829926,
0.08230216801166534,
0.06026585400104523,
0.03799685835838318,
0.03127141669392586,
-0.01210313942283392,
-0.02980656921863556,
-0.011622968129813671,
-0.040580641478300095,
-0.017702635377645493,
-0.0336756631731987,
-0.004614629317075014,
0.02014767751097679,
0.08035432547330856,
-0.08460663259029388,
-0.06870197504758835,
-0.040507543832063675,
-0.01934937573969364,
-0.09001260995864868,
0.06869875639677048,
-0.00355480145663023,
-0.04040820524096489,
0.020277895033359528,
-0.02456783317029476,
0.10150977224111557,
-0.0019025198416784406,
-0.021682700142264366,
0.10378030687570572,
-0.012073402293026447,
-0.1461840122938156,
-0.02723219431936741,
-0.05772237852215767,
-0.03514222055673599,
0.15087108314037323,
-0.03193814679980278,
-0.040605057030916214,
0.036839574575424194,
0.03296836465597153,
0.08033666014671326,
0.005966600496321917,
0.003986633848398924,
0.01708151400089264,
0.04695099592208862,
-0.010037995874881744,
0.0327606126666069,
0.051661644130945206,
-0.021618125960230827,
-0.01258182805031538,
0.09587248414754868,
0.02470756508409977,
-0.013223464600741863,
0.013081442564725876,
0.07286026328802109,
-0.0762438252568245,
0.040453922003507614,
-0.030331915244460106,
-0.08512181043624878,
-0.022059166803956032,
0.025803834199905396,
0.018979260697960854,
-0.0465434193611145,
0.009043417870998383,
0.08515359461307526,
0.022837268188595772,
-0.032743584364652634,
-0.014368902891874313,
-0.03878787159919739,
0.023077482357621193,
-0.10578034818172455,
-0.0005211049574427307,
0.029110794886946678,
0.059200551360845566,
0.040158241987228394,
0.09753701835870743,
0.03718837350606918,
0.010766547173261642,
-0.04547691345214844,
0.026971623301506042,
0.04472578689455986,
-0.10540010780096054,
-0.062393609434366226,
0.052872318774461746,
0.048603713512420654,
-0.017828822135925293,
0.007751987315714359,
-0.0014361724024638534,
0.01811346597969532,
-0.07486926019191742,
0.11220259219408035,
0.010020689107477665,
0.03035491146147251,
0.008351604454219341,
0.00042190050589852035,
0.03720570355653763,
0.017118820920586586,
-0.0019215471111238003,
-0.08831676840782166,
0.06487953662872314,
0.023590533062815666,
0.06095503643155098,
-0.0009658681810833514,
-0.13687409460544586,
-0.08290645480155945,
-0.016001777723431587,
-0.030161753296852112,
-0.06884990632534027,
0.00752409128472209,
0.02277691662311554,
-0.024507654830813408,
-0.004024922847747803,
0.005596587434411049,
-0.005596991628408432,
-0.055266983807086945,
0.04949235916137695,
-0.04712088406085968,
-0.0687389224767685,
0.04024611413478851,
-0.13266031444072723,
0.07449757307767868,
0.07961323857307434,
-0.004070519004017115,
0.06455264985561371,
-0.10189705342054367,
-0.026942403987050056,
0.0017909783637151122,
-0.003555379342287779,
-0.05370214208960533,
-0.028026865795254707,
0.016046192497015,
-0.0576801560819149,
-0.046857964247465134,
-0.006788747850805521,
0.012170148082077503,
0.01987498626112938,
0.004240578506141901,
-0.022120384499430656,
-0.00465396186336875,
0.03321679309010506,
0.009393914602696896,
-0.0631599873304367,
-0.022790120914578438,
-0.0011745832161977887,
-0.024698635563254356,
0.045271921902894974,
-0.012448328547179699,
-0.029021764174103737,
-0.029911618679761887,
0.005555478390306234,
-0.03061620518565178,
0.009685459546744823,
0.028173722326755524,
0.00874208565801382,
-0.015775000676512718,
0.034699697047472,
0.012559962458908558,
0.026523925364017487,
-0.00783606618642807,
0.06883066892623901,
-0.011224496178328991,
-0.042286843061447144,
0.08911994844675064,
-0.05062827840447426,
0.07370511442422867,
0.0008962734718807042,
0.047798145562410355,
-0.05575278028845787,
0.04732787609100342,
-0.04480453580617905,
0.06736163794994354,
-0.10593412816524506,
0.0059335301630198956,
-0.16912348568439484,
-0.03351632133126259,
-0.002895369892939925,
0.06913062930107117,
0.01931861788034439,
0.007890323176980019,
-0.03307567909359932,
0.006216560490429401,
0.030028587207198143,
-0.003446171060204506,
0.017548594623804092,
0.052402276545763016,
0.030201654881238937,
-0.0022202448453754187,
-0.039602845907211304,
0.1192265972495079,
-0.0867321714758873,
0.03676966577768326,
0.053497314453125,
0.02490866556763649,
0.042233459651470184,
0.03742126375436783,
-0.054998334497213364,
-0.014243144541978836,
0.10547354072332382,
-0.01739688590168953,
-0.15472543239593506,
-0.07212227582931519,
0.054002176970243454,
-0.008412271738052368,
-0.014362786896526814,
0.09611957520246506,
-0.04357687756419182,
0.03644540160894394,
-0.007054375950247049,
-0.08788906782865524,
0.01543343998491764,
-0.04023671895265579,
-0.06398724764585495,
-0.021704142913222313,
0.006253902334719896,
0.09150037914514542,
0.036515217274427414,
0.04518602415919304,
0.04187199845910072,
0.03673794865608215,
0.0020387601107358932,
-0.008787162601947784,
0.008482424542307854,
0.027906881645321846,
-0.017050903290510178,
0.028974799439311028,
-0.03546015918254852,
-0.0028119825292378664,
0.03707725927233696,
-0.014468246139585972,
0.025433426722884178,
-0.09066688269376755,
-0.023862119764089584,
-0.0965505987405777,
0.02068796195089817,
0.1006629690527916,
0.022181371226906776,
0.0007839187164790928,
-0.05697433650493622,
-0.050100840628147125,
0.04873066022992134,
-0.0409201942384243,
0.029407883062958717,
0.014149846509099007,
-0.02158413827419281,
-0.00341102946549654,
0.03999300301074982,
-0.09815722703933716,
0.04225044324994087,
0.043473243713378906,
0.023147452622652054,
-0.0024340457748621702,
-0.05637991428375244,
0.04364220052957535,
-0.021596932783722878,
0.057547036558389664,
0.06912869215011597,
0.03309331089258194,
0.02045484632253647,
-0.03358948975801468,
0.037582240998744965,
0.008804756216704845,
0.006166073959320784,
-0.0004949134308844805,
-0.07949954271316528,
0.027173088863492012,
0.04682626947760582,
0.0028219984378665686,
0.03586497902870178,
0.012686220929026604,
0.008718980476260185,
0.016955912113189697,
0.11424963176250458,
-0.0317474901676178,
-0.06978979706764221,
-0.050094664096832275,
-0.012106536887586117,
0.017989469692111015,
-0.03509971499443054,
-0.011410786770284176,
-0.06292635202407837,
0.04475201666355133,
0.044695038348436356,
0.10373556613922119,
0.07770808786153793,
0.01795399747788906,
-0.026852501556277275,
-0.04002508148550987,
-0.1807176172733307,
-0.02550710365176201,
-0.022591957822442055,
0.15758782625198364,
-0.009397082962095737,
-0.01832171529531479,
-0.004606014583259821,
-0.0023537026718258858,
-0.004150270018726587,
-0.0362541563808918,
0.04732349514961243,
0.02545679733157158,
0.036503516137599945,
0.012709352187812328,
0.008900525979697704,
0.06969638168811798,
0.02804134413599968,
-0.0089259697124362,
-0.0038484265096485615,
0.02326565980911255,
-0.05265789106488228,
0.01596856862306595,
0.043005190789699554,
-0.00864512100815773,
-0.04435689002275467,
-0.0017599168932065368,
-0.05154358595609665,
0.02115003578364849,
0.048111531883478165,
-0.07255113869905472,
0.07073328644037247,
0.032229773700237274,
0.026776766404509544,
0.03509769216179848,
0.018535291776061058,
0.06789783388376236,
-0.02648271434009075,
-0.029457490891218185,
0.07584306597709656,
-0.005917443428188562,
0.047057684510946274,
-0.0993000864982605,
0.0565749891102314,
-0.01071296725422144,
0.03970782831311226,
-0.03597506135702133,
0.005118136294186115,
0.10576475411653519,
0.06268254667520523,
0.03684337064623833,
-0.037680551409721375,
0.027661466971039772,
-0.06503494083881378,
-0.042063962668180466,
-0.0479954294860363,
-0.13081197440624237,
-0.1025300920009613,
-0.05925507843494415,
-0.05619273707270622,
-0.09388785809278488,
0.028305932879447937,
-0.041919101029634476,
0.023756710812449455,
0.011464276351034641,
-0.028942149132490158,
-0.07045271247625351,
0.005733535159379244,
-0.044953297823667526,
0.05621686577796936,
-0.024346644058823586,
0.09995907545089722,
0.030948495492339134,
0.05899982526898384,
-0.04701782390475273,
-0.0004994045593775809,
-0.04564506933093071,
-0.053522735834121704,
0.07270024716854095,
-0.0586368665099144,
0.02679915726184845,
0.07748863846063614,
0.024704869836568832,
0.007578786928206682,
0.007124064955860376,
-0.022877180948853493
] | [
-0.06519138067960739,
0.036145370453596115,
0.18724261224269867,
0.38478797674179077,
0.46005362272262573,
-0.2854846119880676,
0.29541000723838806,
0.11370779573917389,
0.0385093130171299,
-0.7431111335754395,
-0.5196406245231628,
0.7718120813369751,
-0.004920216277241707,
-0.25826650857925415,
-0.15399673581123352,
0.15576381981372833,
0.39885610342025757,
0.018676849082112312,
0.1962217539548874,
-0.14331458508968353,
-0.5036504864692688,
-0.21340207755565643,
0.14958694577217102,
-0.39475929737091064,
-0.09375692158937454,
-0.07676700502634048,
0.008560337126255035,
0.12112267315387726,
-0.398388534784317,
-0.2361312210559845,
0.07054190337657928,
0.3677613139152527,
-0.3478964865207672,
-0.3365103006362915,
0.2389630675315857,
0.30726146697998047,
0.02715872973203659,
-0.10239525884389877,
-0.3457435965538025,
-0.12865610420703888,
0.06488708406686783,
-0.18045955896377563,
0.4146450161933899,
0.01897854171693325,
-0.4269067943096161,
-0.31509411334991455,
-1.6674245595932007,
-0.08715395629405975,
0.17402005195617676,
-0.3627108335494995,
-0.3695148229598999,
0.6434941291809082,
0.39426127076148987,
0.3399774730205536,
0.27953511476516724,
0.22279764711856842,
0.06470883637666702,
-0.2999437153339386,
0.017874669283628464,
-0.01799962855875492,
0.008829773403704166,
-0.4077123999595642,
-0.46044477820396423,
0.11478083580732346,
-0.05164819583296776,
0.3112061321735382,
0.1484808772802353,
-0.18481501936912537,
-0.23423276841640472,
-0.13675139844417572,
0.0704028382897377,
-0.06293322145938873,
-0.28463125228881836,
0.19303154945373535,
-0.5208532214164734,
0.1691032201051712,
-0.03326048329472542,
-0.2271091789007187,
0.12983588874340057,
0.05061313509941101,
0.029028253629803658,
0.7196901440620422,
0.399076908826828,
-0.1450045257806778,
0.7138818502426147,
-0.08017528057098389,
0.18816161155700684,
1.0629386901855469,
-0.3616359531879425,
0.17107053101062775,
0.3489620089530945,
-0.4092055857181549,
0.36661460995674133,
0.32189109921455383,
-0.024092894047498703,
0.015857510268688202,
-0.20779217779636383,
0.06640790402889252,
0.22962264716625214,
0.5282672643661499,
-0.11715839058160782,
-0.2162887156009674,
-0.008027070201933384,
-0.15891717374324799,
0.08096922188997269,
-0.1476023942232132,
-0.44621238112449646,
-0.3745076656341553,
-0.6703535318374634,
0.3576605021953583,
-0.326434463262558,
0.2304602414369583,
-0.012055340223014355,
0.07757151871919632,
-0.5008337497711182,
0.1534041464328766,
0.08140471577644348,
0.32913193106651306,
-0.17174911499023438,
0.369717001914978,
0.6371212601661682,
1.0406053066253662,
-0.015177619643509388,
-0.17111724615097046,
-0.11381131410598755,
-0.009365098550915718,
0.41679638624191284,
0.47741609811782837,
0.10785616189241409,
-0.2603418231010437,
0.017183030024170876,
0.596867024898529,
-0.12335602939128876,
-0.1256485879421234,
-0.16216984391212463,
-0.13525934517383575,
0.20826555788516998,
0.09329498559236526,
0.2433452159166336,
0.2752586007118225,
-0.18275755643844604,
-0.3831125497817993,
-0.14916302263736725,
0.00872674211859703,
0.1793435513973236,
0.09283503144979477,
-0.12175964564085007,
-0.39745813608169556,
-0.25397658348083496,
0.07532733678817749,
-0.1187329813838005,
0.3022273778915405,
-0.7896415591239929,
0.4287867248058319,
-0.38278353214263916,
0.1590983122587204,
-0.023345353081822395,
-0.2119656801223755,
-0.30751240253448486,
0.1515379697084427,
-0.3199729919433594,
0.04610348492860794,
-0.9121706485748291,
-0.11961639672517776,
0.05458397418260574,
-0.4783705770969391,
0.06563178449869156,
0.7854006886482239,
0.4637839198112488,
0.06451132148504257,
-0.07221414893865585,
0.3963586986064911,
0.19680973887443542,
-0.18672408163547516,
0.10820578783750534,
0.36082297563552856,
0.1762584000825882,
-0.0669952780008316,
0.351995050907135,
0.1337287724018097,
-0.6313971281051636,
0.1205100491642952,
0.39275455474853516,
0.15858055651187897,
0.4262900650501251,
-0.17792771756649017,
0.31347858905792236,
-0.260561466217041,
-0.13773226737976074,
-0.2881857752799988,
-0.49333062767982483,
0.04776022210717201,
0.09628041833639145,
-0.5758510828018188,
0.366605281829834,
-0.037993863224983215,
-0.16063794493675232,
1.0774290561676025,
0.0545298308134079,
0.25081124901771545,
0.46581754088401794,
-0.025627147406339645,
-0.24576573073863983,
-0.38720664381980896,
-0.6433328986167908,
-0.1494404524564743,
0.30937275290489197,
-0.1371643990278244,
-0.5041874647140503,
-0.33309635519981384,
0.2604138255119324,
-0.24262817203998566,
0.25001540780067444,
-0.13108934462070465,
0.10891839116811752,
0.05765135958790779,
-0.3834880590438843,
0.30287882685661316,
0.1896880716085434,
0.03382265195250511,
0.5645006895065308,
-0.002090745372697711,
0.1398009955883026,
1.128021240234375,
-0.10045028477907181,
0.577214241027832,
0.7830529808998108,
-0.06620804220438004,
0.7611302733421326,
-0.3167577385902405,
0.13197994232177734,
-0.47976237535476685,
-0.11036087572574615,
-0.4331125020980835,
-0.20190946757793427,
0.4534454643726349,
0.06855817884206772,
-0.1322401911020279,
-0.009699340909719467,
0.06486856192350388,
-0.3166734576225281,
0.010813534259796143,
-0.37782180309295654,
0.25621548295021057,
-0.045024577528238297,
-0.37639492750167847,
0.1330650895833969,
0.3665260970592499,
-0.5234671235084534,
-0.1942317932844162,
0.11609559506177902,
0.37294939160346985,
0.4138847589492798,
-0.5489266514778137,
-0.12814442813396454,
-0.16766728460788727,
-0.25309884548187256,
0.057530324906110764,
-0.10159888863563538,
0.13680890202522278,
-0.13108991086483002,
-0.23700423538684845,
0.10096081346273422,
-0.15246328711509705,
0.2710827887058258,
-0.5713446140289307,
0.04410533234477043,
-0.5982270836830139,
0.12544545531272888,
0.08342734724283218,
-0.3139341175556183,
-0.21380950510501862,
-0.5143429040908813,
0.08332992345094681,
-0.4709711968898773,
-0.6831130385398865,
0.4289083480834961,
0.22908753156661987,
-0.7942126989364624,
-0.11825918406248093,
0.09473620355129242,
0.6523609161376953,
0.38877883553504944,
-0.6471567153930664,
-0.5192965865135193,
-0.05317951738834381,
0.1670093685388565,
-0.7311848402023315,
-0.5907953381538391,
0.007349587976932526,
-0.5075747966766357,
0.007298290729522705,
-0.46495744585990906,
-0.06540097296237946,
0.22693738341331482,
0.2953515350818634,
-0.03408287838101387,
0.37713122367858887,
0.2745356559753418,
-0.033834513276815414,
0.11087789386510849,
-0.008210291154682636,
0.02857138030230999,
-0.22648970782756805,
-0.11315019428730011,
-0.3868768513202667,
-0.39865562319755554,
-0.1618289053440094,
-6.3277082443237305,
-0.16030006110668182,
0.031028952449560165,
-0.29203128814697266,
-0.2508492171764374,
0.2021540105342865,
0.9920603632926941,
-0.1867453157901764,
0.33390188217163086,
0.0337214395403862,
-0.024616749957203865,
0.3195631802082062,
-0.02025488018989563,
0.382642924785614,
0.15783950686454773,
0.18669110536575317,
0.6652858257293701,
0.02250652387738228,
0.03951134532690048,
0.03405812755227089,
0.19225488603115082,
-0.20928071439266205,
0.22115805745124817,
0.2482418268918991,
0.067213274538517,
-0.4886912405490875,
-0.3673626184463501,
0.06796111166477203,
-0.6246523857116699,
-0.050068553537130356,
0.2621161937713623,
-0.5150938034057617,
-0.39267146587371826,
-0.08364269137382507,
0.11546175181865692,
0.14042237401008606,
0.16678781807422638,
0.09652876108884811,
0.35378777980804443,
-0.4779900312423706,
0.2809164226055145,
0.38563621044158936,
0.023060783743858337,
0.2453143149614334,
0.24503494799137115,
0.06604821234941483,
0.13443422317504883,
0.11834992468357086,
-0.1109447330236435,
0.48456448316574097,
-0.3514503538608551,
0.1053251177072525,
0.48899590969085693,
0.2597082555294037,
-0.16157597303390503,
-0.18995553255081177,
0.5116321444511414,
-0.02934313751757145,
0.05331701785326004,
0.29102250933647156,
-0.16492630541324615,
-0.337904155254364,
-0.08432330191135406,
-0.4734923541545868,
-0.2227901816368103,
0.09478279203176498,
-0.5660616755485535,
-0.3393682539463043,
0.1397666335105896,
0.3830967843532562,
-0.19495618343353271,
0.11409555375576019,
0.6269643902778625,
-0.45095667243003845,
0.6291187405586243,
-0.4932698905467987,
0.33614563941955566,
-0.006605149246752262,
0.13754864037036896,
-0.06960984319448471,
-0.1557079404592514,
-0.19385021924972534,
-0.14484553039073944,
-0.23814450204372406,
0.21641036868095398,
-0.2529977262020111,
0.07239777594804764,
0.2554744482040405,
-0.09567040950059891,
-0.10183484107255936,
0.5581265687942505,
-0.5177904367446899,
0.30705687403678894,
-0.08238667249679565,
0.7012204527854919,
0.7567710876464844,
0.33955422043800354,
0.033055249601602554,
0.22042223811149597,
-0.08207064867019653,
0.275626540184021,
-0.2172335684299469,
-0.04234152287244797,
-0.34449338912963867,
0.3418673574924469,
0.35074058175086975,
-0.1445951759815216,
-0.171142578125,
0.6104803085327148,
-0.31352856755256653,
-0.19868604838848114,
0.01261196006089449,
-0.47245046496391296,
-0.13919948041439056,
-0.21713505685329437,
-0.24125270545482635,
-0.053267136216163635,
0.17098526656627655,
0.06754197180271149,
-0.13538721203804016,
-0.046638067811727524,
0.070929154753685,
-0.10995729267597198,
0.39690691232681274,
-0.12308140099048615,
-0.4101734161376953,
-0.1411912590265274,
0.4703371226787567,
-0.08345102518796921,
-0.266557514667511,
0.39212265610694885,
0.42192620038986206,
-0.15437527000904083,
0.16252118349075317,
0.01775944046676159,
-0.09631237387657166,
0.11082608997821808,
0.42274242639541626,
-0.3014995753765106,
-0.6072617173194885,
0.036483284085989,
0.12098794430494308,
0.25722986459732056,
-0.03090898133814335,
0.846461296081543,
-0.04590262100100517,
0.09822352975606918,
-0.3393833041191101,
-0.13679726421833038,
-0.12815634906291962,
-0.1791757047176361,
-0.3195304274559021,
0.2662295401096344,
0.05052204430103302,
-0.15217210352420807,
0.14719831943511963,
0.704357922077179,
-0.0671953409910202,
0.180867001414299,
-0.27017632126808167,
0.2908918857574463,
0.02468896470963955,
-1.2286310195922852,
0.0767093226313591,
0.05734037235379219,
0.1075429618358612,
-0.5633347034454346,
-0.00980813056230545,
-0.24727332592010498,
0.4300838112831116,
-0.15133416652679443,
-0.255529522895813,
-0.4451083242893219,
-0.2322864681482315,
0.2223619818687439,
0.02312420681118965,
0.25768744945526123,
-0.13710784912109375,
-0.23284558951854706,
-0.35226142406463623,
0.12637171149253845,
-0.4973209500312805,
-0.3214372992515564,
0.2753073573112488,
0.4185849726200104,
-0.4181194305419922,
0.018526367843151093,
0.08117321878671646,
-0.13725127279758453,
-0.19107884168624878,
0.5053409934043884,
0.27286645770072937,
0.6912739276885986,
-0.2802904546260834,
0.2961949110031128,
-0.26119208335876465,
0.481009304523468,
0.7671451568603516,
-0.18863698840141296,
-0.3299918472766876,
-0.14624503254890442,
0.12354190647602081,
-0.6438377499580383,
0.22223520278930664,
0.15011358261108398,
0.0018477999838069081,
0.05789673328399658,
-0.21756358444690704,
0.03640154004096985,
0.028513608500361443,
-0.6442311406135559,
-0.2667377293109894,
-0.17581143975257874,
-0.016712725162506104,
-0.03094721958041191,
-0.12550991773605347,
-0.20344428718090057,
0.04540933296084404,
-0.5657024383544922,
0.17201010882854462,
0.10952290147542953,
-0.29837512969970703,
-0.05623403564095497,
0.12007435411214828,
0.14311252534389496,
-0.4711925685405731,
0.11274160444736481,
-0.37114325165748596,
0.030187083408236504,
0.1258510947227478,
-0.028982875868678093,
-0.41091933846473694,
0.3075445890426636,
0.21215856075286865,
-0.41547292470932007,
0.016471119597554207,
-0.5771964192390442,
0.3330156207084656,
-0.3566948473453522,
-0.19230297207832336,
0.048387836664915085,
0.6098394989967346,
-0.26737654209136963,
0.027409086003899574,
-0.2558095157146454,
0.1588188260793686,
-0.18860986828804016,
-0.0762464851140976,
-0.8092823624610901,
0.14116504788398743,
0.20965974032878876,
0.3027782738208771,
-0.029689865186810493,
0.10478039085865021,
0.4502972364425659,
-0.02977854572236538,
0.15260469913482666,
-0.5170325040817261,
0.14230754971504211,
0.21943095326423645,
-0.22809137403964996,
-0.4924032390117645,
0.10873738676309586,
-0.14206454157829285,
0.2540150582790375,
0.3354911804199219,
-0.10142218321561813,
-0.9622732400894165,
0.31522616744041443,
-0.5520122647285461,
0.07818057388067245,
-0.30339503288269043,
0.5295599699020386,
0.31763598322868347,
0.21993283927440643,
-0.12677504122257233,
-0.0921626091003418,
0.009438191540539265,
-0.02838888205587864,
0.40600883960723877,
0.10427451878786087,
-0.30703118443489075,
-0.11682280153036118,
-0.6778618693351746,
0.24224351346492767,
-0.3129367530345917,
0.17899630963802338,
-0.14672726392745972,
-0.3107726275920868,
-0.22666442394256592,
-0.2970038652420044,
0.3019648790359497,
-0.34237155318260193,
-0.08720136433839798,
-0.3781062066555023,
0.11480501294136047,
-0.023193180561065674,
0.02170698158442974,
-0.4561634361743927,
-0.3160300552845001,
0.05295785889029503,
0.3702225387096405,
0.6288201808929443,
-0.5953198671340942,
0.33456265926361084,
0.46619659662246704,
-0.04737970605492592,
-0.12654732167720795,
-0.30262404680252075,
-0.18687686324119568,
-0.1533452421426773,
0.3149156868457794,
0.37240123748779297,
0.7613260746002197,
-0.039428114891052246,
-0.10550477355718613,
0.20711086690425873,
-0.0157573651522398,
0.5206444263458252,
0.5951291918754578,
-0.027262642979621887,
-0.17478081583976746,
0.4634268283843994,
-0.29207563400268555,
-0.3545285761356354,
0.3649752140045166,
-0.25943103432655334,
0.11603980511426926,
0.14335934817790985,
0.19710665941238403,
0.24016667902469635,
0.4673968255519867,
0.28359413146972656,
0.202024444937706,
-0.17833229899406433,
-0.28036025166511536,
0.10381153225898743,
-0.4497053921222687,
-0.5128222703933716,
-0.11085909605026245,
1.0116676092147827,
-0.0436338372528553,
0.4033583104610443,
0.6571030616760254,
0.020381096750497818,
0.13919910788536072,
0.1574937403202057,
0.6478649377822876,
-0.6320509910583496,
0.014180505648255348,
0.2325197160243988,
0.017530744895339012,
0.09043572098016739,
0.359750896692276,
0.06401500105857849,
-0.5413300395011902,
0.3164491057395935,
-0.06906783580780029,
0.26663947105407715,
-0.1934051513671875,
0.26410144567489624,
0.5974140167236328,
0.008475767448544502,
-0.07488010823726654,
-0.3592689335346222,
-0.279759019613266,
0.6260568499565125,
-0.022833866998553276,
0.15209442377090454,
-0.09861146658658981,
-0.22625188529491425,
0.3755168616771698,
-0.3425914943218231,
0.4905743896961212,
0.2470395416021347,
-0.8134785890579224,
0.31601467728614807,
0.11998353153467178,
0.21389752626419067,
-0.01257371250540018,
0.16874049603939056,
0.1072646826505661,
-0.14786392450332642,
-0.22974036633968353,
-0.15559744834899902,
0.2727588415145874,
-0.38700100779533386,
0.09027785062789917,
0.32718655467033386,
-0.1879737377166748,
0.026160014793276787,
-0.31799328327178955,
-0.21733470261096954,
0.20366881787776947,
0.2336186170578003,
-0.20590560138225555,
0.14781783521175385,
0.6252923607826233,
0.28407350182533264,
0.20085793733596802,
0.49806785583496094,
0.027178872376680374,
-0.13694559037685394,
0.29471972584724426,
-0.5169877409934998,
0.08016308397054672,
-0.009205609560012817,
0.10340956598520279,
-0.5723556876182556,
-0.015586571767926216,
0.7549216747283936,
0.5337111949920654,
0.05994364246726036,
-0.051500752568244934,
0.02621307410299778,
0.10495898127555847,
0.57134610414505,
-0.2565324902534485,
0.027037091553211212,
-0.4104374647140503,
-0.0907730981707573,
-0.1553688496351242,
0.9670801758766174,
-0.5161345601081848,
0.19934727251529694,
0.025657888501882553,
0.24535204470157623,
0.3687741160392761,
-0.16059362888336182,
0.17539499700069427,
-0.2656453549861908,
-0.456536203622818,
-0.17452506721019745,
0.8429412245750427,
-0.2946743369102478,
0.1322585791349411,
-0.16334636509418488,
-0.03902965411543846,
0.4777643382549286,
-0.36002302169799805,
-0.03000607155263424,
0.03424688056111336,
0.020234938710927963,
-0.029565028846263885,
-0.6484653353691101,
0.08911940455436707,
-0.3545556664466858,
-0.36123576760292053,
-0.24277374148368835,
0.21155323088169098,
-0.09265866130590439,
-0.6320201754570007,
-0.23131504654884338,
0.1964067816734314,
-0.5388888120651245,
0.11884122341871262,
0.2580892741680145,
-0.37112534046173096,
-0.5592197179794312,
0.10980499535799026
] |
Cloud computing offers high scalability, flexibility and cost-effectiveness to meet emerging computing requirements. Understanding the characteristics of real workloads on a large production cloud cluster benefits not only cloud service providers but also researchers and daily users. This paper studies a large-scale Google cluster usage trace dataset and characterizes how the machines in the cluster are managed and the workloads submitted during a 29-day period behave. We focus on the frequency and pattern of machine maintenance events, job- and task-level workload behavior, and how the overall cluster resources are utilized. | [
-0.008488473482429981,
0.016594726592302322,
-0.005940532311797142,
0.002729520434513688,
0.009461233392357826,
-0.0006437907577492297,
0.00895016174763441,
-0.005272467155009508,
-0.011352884583175182,
-0.012067249044775963,
0.0037756110541522503,
0.01541901845484972,
0.008575198240578175,
0.01354347076267004,
0.011626141145825386,
0.01067846268415451,
-0.000009953975677490234,
0.0003325181605760008,
0.006805371958762407,
-0.013925780542194843,
0.023925788700580597,
-0.014674024656414986,
0.009690443985164165,
-0.011360247619450092,
0.008019443601369858,
0.006419343873858452,
-0.024516813457012177,
-0.0019923674408346415,
-0.011021175421774387,
0.007191283628344536,
-0.011304020881652832,
-0.008298364467918873,
0.029071012511849403,
0.043555453419685364,
0.010548719204962254,
0.0037286770530045033,
-0.0022654735948890448,
0.02595287747681141,
-0.018945250660181046,
-0.003360062837600708,
0.01303392369300127,
0.00008903917478164658,
-0.005646896548569202,
-0.009139316156506538,
-0.008882126770913601,
0.02635776437819004,
-0.009794831275939941,
0.01655200496315956,
0.004223673138767481,
0.014869327656924725,
-0.006451783701777458,
0.008151577785611153,
0.0035027649719268084,
0.015708565711975098,
-0.0063250563107430935,
-0.021323470398783684,
0.01936284825205803,
0.02211390994489193,
-0.025372566655278206,
0.002647179178893566,
-0.03538483381271362,
0.007771865930408239,
0.011186058633029461,
0.01869524084031582,
-0.019719528034329414,
-0.06695427745580673,
0.022923629730939865,
0.009940166026353836,
-0.0065187993459403515,
0.009424014016985893,
-0.005990699399262667,
0.003314100904390216,
0.02019570954144001,
0.019711175933480263,
-0.015046106651425362,
0.004325563088059425,
-0.012870675884187222,
0.010781882330775261,
0.010304505936801434,
0.016986077651381493,
0.007221189793199301,
-0.029692210257053375,
0.007025939412415028,
0.027007898315787315,
0.006988621316850185,
0.007032569032162428,
0.0035062411334365606,
-0.02303030528128147,
0.00856806244701147,
0.00574735552072525,
-0.008130599744617939,
0.015018940903246403,
-0.013856018893420696,
0.0028781869914382696,
-0.050351034849882126,
0.00781390443444252,
-0.004939185455441475,
-0.01791716367006302,
-0.0012235600734129548,
-0.024545174092054367,
0.009209785610437393,
0.013697401620447636,
0.02065485157072544,
-0.0029582330025732517,
-0.00034342732396908104,
0.004662601742893457,
-0.0020876785274595022,
0.012996957637369633,
-0.03337535634636879,
0.00330847199074924,
0.02398042380809784,
0.011737335473299026,
-0.018080594018101692,
0.019806472584605217,
0.02174335904419422,
0.012029044330120087,
0.020488165318965912,
-0.020391209051012993,
-0.006526497658342123,
-0.02724866196513176,
0.010942205786705017,
0.010351462289690971,
-0.001936687040142715,
0.022171495482325554,
0.0035611081402748823,
-0.003247609594836831,
-0.013922926038503647,
-0.004790871869772673,
-0.005593540146946907,
0.001032410655170679,
-0.012024952098727226,
-0.014379002153873444,
0.0001245350722456351,
0.004707611631602049,
0.0017271608812734485,
-0.01049971766769886,
0.0009126581135205925,
-0.002223479561507702,
0.021200206130743027,
-0.010246054269373417,
0.00955765601247549,
0.016659608110785484,
-0.0024290101137012243,
0.010929551906883717,
0.004528972785919905,
-0.00029299952439032495,
-0.02287456952035427,
0.0162571519613266,
-0.01944776065647602,
-0.04442113637924194,
0.026888586580753326,
-0.001154869212768972,
-0.011814167723059654,
-0.004384873900562525,
0.0053542302921414375,
-0.002983739832416177,
-0.004092034883797169,
-0.0030027376487851143,
-0.011831440962851048,
-0.009117713198065758,
0.017260752618312836,
-0.027517594397068024,
0.0230393186211586,
0.01002627145498991,
0.002902424894273281,
0.002995955292135477,
-0.0007906882092356682,
-0.01616535894572735,
0.00280684232711792,
0.0044143893755972385,
-0.0106923533603549,
-0.004814489278942347,
0.009538445621728897,
0.022830527275800705,
-0.023007482290267944,
-0.01609758473932743,
0.0011745706433430314,
0.007518650498241186,
-0.0059593147598207,
0.0667310580611229,
-0.044732533395290375,
-0.022713277488946915,
-0.04037877544760704,
0.018038323149085045,
0.011492861434817314,
-0.014198835007846355,
-0.001941396971233189,
-0.008069084025919437,
-0.0033554770052433014,
-0.026612143963575363,
-0.0035986294969916344,
-0.03296754136681557,
0.023528946563601494,
-0.007704894058406353,
0.011058943346142769,
0.003853882197290659,
0.018142715096473694,
-0.02086244523525238,
-0.0032424661330878735,
0.016942063346505165,
0.00271387817338109,
0.006349486764520407,
-0.006065018009394407,
0.003221368184313178,
0.001678970642387867,
0.00780260656028986,
0.024416059255599976,
0.023082682862877846,
0.003696238389238715,
-0.001077924738638103,
0.03556203469634056,
0.0044565098360180855,
-0.01940346322953701,
-0.004110361915081739,
-0.005421978887170553,
0.01923050731420517,
0.006852342747151852,
0.012667946517467499,
-0.025094948709011078,
-0.012453808449208736,
0.0035345780197530985,
0.01655842736363411,
0.0008846481214277446,
0.014710916206240654,
0.005595704540610313,
-0.02673732303082943,
-0.00957011803984642,
0.0065055834129452705,
-0.008187678642570972,
-0.003985241055488586,
0.01970411092042923,
-0.02610255964100361,
-0.008197425864636898,
-0.016088444739580154,
-0.009230192750692368,
0.005647680722177029,
0.01241292618215084,
-0.018499212339520454,
-0.002246828516945243,
-0.009257297962903976,
0.0009328715968877077,
-0.029696743935346603,
-0.00011286101653240621,
-0.012771283276379108,
-0.0159134604036808,
0.006411123555153608,
0.008183932863175869,
0.00946676917374134,
-0.005163333844393492,
0.00767270103096962,
0.0038024531677365303,
0.008881429210305214,
0.0005769749986939132,
0.004376383498311043,
-0.003902492579072714,
-0.006037460174411535,
0.023593347519636154,
0.00782586820423603,
0.024882713332772255,
-0.010504940524697304,
0.002400590106844902,
0.005962035618722439,
0.014785966835916042,
0.00460439920425415,
0.012692750431597233,
-0.008956306613981724,
0.04713916406035423,
0.04427710920572281,
-0.011084320954978466,
0.001581675373017788,
0.003530532121658325,
-0.006451629567891359,
0.007333612535148859,
-0.08161764591932297,
-0.012681134976446629,
0.015288041904568672,
0.009633313864469528,
0.012608710676431656,
0.04337044805288315,
0.0018583378987386823,
0.023829452693462372,
-0.016154585406184196,
0.01758977770805359,
0.024148209020495415,
-0.011582346633076668,
-0.015493985265493393,
0.04033571481704712,
-0.006064850836992264,
-0.024216903373599052,
0.0024116088170558214,
-0.012432907707989216,
0.012074049562215805,
0.021142669022083282,
-0.016122447326779366,
-0.027824899181723595,
-0.009408585727214813,
-0.00893916841596365,
-0.0007299770950339735,
0.002569027477875352,
-0.0007630849140696228,
-0.01978440210223198,
-0.003069862024858594,
0.005581323988735676,
0.0020518233068287373,
-0.0025904441718012094,
-0.03284868597984314,
0.0061754025518894196,
0.011415405198931694,
-0.017540793865919113,
-0.03912217915058136,
-0.0006004925235174596,
0.009953940287232399,
-0.0013811102835461497,
0.013926753774285316,
0.010342701338231564,
-0.029963688924908638,
0.015088777989149094,
0.006515728309750557,
-0.0009357944945804775,
-0.011514237150549889,
-0.005845288280397654,
0.017066139727830887,
-0.008832752704620361,
-0.014990919269621372,
-0.009476604871451855,
0.005963414441794157,
0.005486089736223221,
-0.005578354466706514,
-0.033137429505586624,
-0.0074982899241149426,
-0.02085111290216446,
-0.012621751986443996,
-0.013009052723646164,
-0.009130814112722874,
0.0023446225095540285,
0.004377403296530247,
0.024920981377363205,
0.020677883177995682,
-0.02187338098883629,
0.029664020985364914,
0.009306048043072224,
0.00026164721930399537,
0.010143558494746685,
0.009639505296945572,
-0.0009093322441913188,
-0.010009716264903545,
0.0007879379554651678,
-0.03206489980220795,
-0.012242814525961876,
-0.019936084747314453,
-0.012208591215312481,
0.0170698631554842,
-0.017138823866844177,
0.013174809515476227,
0.009591316804289818,
0.011083009652793407,
-0.0019463998032733798,
0.002855399390682578,
-0.017475904896855354,
0.004150701221078634,
-0.012606613337993622,
0.014108221046626568,
-0.011728925630450249,
0.014907944947481155,
-0.01708565279841423,
-0.016627740114927292,
0.0007503028609789908,
0.0030278305057436228,
-0.0128474161028862,
0.0035555160138756037,
-0.005906461738049984,
-0.017005043104290962,
0.010448926128447056,
0.009146261028945446,
-0.01117387879639864,
0.015342554077506065,
-0.012831389904022217,
-0.005061673931777477,
0.012067525647580624,
0.007744878996163607,
-0.010015585459768772,
0.017767174169421196,
-0.012249557301402092,
-0.009347071871161461,
-0.022535698488354683,
-0.01180086936801672,
0.019541341811418533,
0.009650341235101223,
0.00926627591252327,
-0.008364410139620304,
0.00004137294672545977,
0.07204636186361313,
0.016091709956526756,
0.015379052609205246,
-0.021495642140507698,
-0.01767873764038086,
-0.007765561807900667,
0.005417897831648588,
0.0011798676569014788,
0.04155656695365906,
-0.009667961858212948,
0.01229418907314539,
-0.014566002413630486,
0.0031910918187350035,
0.01425154972821474,
0.007347462698817253,
-0.007043157238513231,
0.005557644180953503,
-0.020344046875834465,
0.006225998513400555,
-0.04820816218852997,
-0.015707017853856087,
-0.01037340983748436,
-0.0028384451288729906,
0.03069693222641945,
-0.014416120946407318,
-0.048258036375045776,
0.022106146439909935,
-0.012367592193186283,
0.018137574195861816,
0.004610750824213028,
0.013408410362899303,
0.028060926124453545,
-0.0013289848575368524,
0.021914416924118996,
0.034680090844631195,
0.0032060258090496063,
-0.01635022461414337,
0.005817268509417772,
0.004117069765925407,
0.0028014699928462505,
0.015335770323872566,
-0.015222910791635513,
0.02595648542046547,
0.010371302254498005,
-0.01786748878657818,
0.012438511475920677,
-0.002010669792070985,
-0.0029425842221826315,
0.008201555348932743,
0.025295406579971313,
-0.0032961955294013023,
0.006939057260751724,
0.009968292899429798,
-0.007313564885407686,
0.019848249852657318,
0.001293533481657505,
-0.00882838573306799,
-0.006790720857679844,
0.0013041466008871794,
0.022641077637672424,
0.00379348685964942,
-0.006111552473157644,
-0.009111198596656322,
-0.018296722322702408,
-0.00764622213318944,
0.0044169616885483265,
0.009327705018222332,
-0.013792147859930992,
-0.02851882204413414,
0.0003982653433922678,
-0.007089552003890276,
-0.034773122519254684,
0.018460679799318314,
-0.011292085982859135,
-0.006762119475752115,
-0.004545615054666996,
-0.014270647428929806,
-0.04467681795358658,
-0.009135277010500431,
0.0025476349983364344,
0.004817930981516838,
-0.006985385436564684,
0.0038732774555683136,
0.009806415066123009,
-0.008028780110180378,
-0.012102426029741764,
0.0004889070987701416,
-0.07445096224546432,
0.007450081408023834,
-0.011136583052575588,
-0.005190767347812653,
0.02984480746090412,
-0.005192015785723925,
-0.007907850667834282,
-0.03113630600273609,
-0.0017139300471171737,
0.001801585080102086,
0.0058614350855350494,
-0.014713000506162643,
0.012471544556319714,
0.00035871387808583677,
0.010137784294784069,
-0.008175459690392017,
-0.017071271315217018,
-0.0012431900249794126,
-0.005877332296222448,
0.010770158842206001,
-0.011586664244532585,
0.005561409052461386,
-0.03170662745833397,
-0.0003765988221857697,
0.009374944493174553,
-0.08108192682266235,
0.0018595029832795262,
0.005553954280912876,
-0.006285641808062792,
-0.013891094364225864,
-0.027136148884892464,
-0.02399432472884655,
0.00006002516238368116,
0.01238333061337471,
-0.013394095003604889,
-0.02205699123442173,
0.010543285869061947,
0.017846448346972466,
0.008126053027808666,
-0.0022343534510582685,
-0.004375332035124302,
0.018983716145157814,
-0.008556131273508072,
-0.00575897004455328,
0.011210048571228981,
-0.008206065744161606,
0.006371578201651573,
-0.010598909109830856,
0.006597230210900307,
-0.01147446595132351,
0.005356303881853819,
-0.01199051272124052,
0.01807456649839878,
-0.0011734963627532125,
0.013401122763752937,
0.0163411945104599,
0.01887638121843338,
0.007765613496303558,
0.00723126158118248,
0.0010917005129158497,
-0.018728608265519142,
-0.025796446949243546,
0.007121705915778875,
0.02263755537569523,
-0.0002839547523763031,
-0.008706089109182358,
0.011265811510384083,
-0.025830285623669624,
-0.0002932705101557076,
-0.0009706612327136099,
-0.004532078746706247,
0.007757596205919981,
-0.004360757768154144,
-0.0027496512047946453,
-0.030921729281544685,
0.008820399641990662,
0.016033150255680084,
0.007829965092241764,
-0.010853656567633152,
-0.01663851924240589,
0.0032288390211760998,
-0.0007865528459660709,
0.03159948065876961,
0.01486148964613676,
0.015885064378380775,
-0.005602571647614241,
0.012885947711765766,
-0.023263413459062576,
0.07168962061405182,
-0.013000914826989174,
0.005832984112203121,
-0.015006127767264843,
0.0031705833971500397,
-0.002485389821231365,
0.012109406292438507,
-0.015151414088904858,
0.004840071778744459,
0.0026912582106888294,
-0.009546322748064995,
-0.006113000679761171,
0.006704766768962145,
0.000999506446532905,
0.009957683272659779,
-0.008840666152536869,
-0.020416559651494026,
0.013314520940184593,
-0.014433976262807846,
-0.01604313775897026,
-0.015931814908981323,
0.028097305446863174,
0.02725248783826828,
0.00865089800208807,
-0.028685590252280235,
-0.005689113866537809,
-0.05508510768413544,
0.008579397574067116,
-0.04470137506723404,
-0.013042696751654148,
-0.012763126753270626,
0.017993059009313583,
0.0015097677242010832,
0.026695914566516876,
0.03418268263339996,
-0.014416813850402832,
0.0209319069981575,
0.0017863085959106684,
-0.026392366737127304,
-0.004741446580737829,
-0.011126909404993057,
-0.01245125662535429,
-0.003456825390458107,
0.00025627523427829146,
-0.01000040303915739,
-0.0026939399540424347,
0.03522777929902077,
0.017162848263978958,
0.007903528399765491,
0.020499762147665024,
-0.0032205895986407995,
0.006336526479572058,
0.0012662481749430299,
-0.0146084139123559,
0.015266042202711105,
0.01814005710184574,
0.024428265169262886,
0.00751325860619545,
-0.009896896779537201,
0.013468543998897076,
-0.01654070056974888,
-0.009782340377569199,
-0.003623815020546317,
0.017499728128314018,
-0.008808469399809837,
-0.0010045850649476051,
-0.004754975903779268,
-0.011393769644200802,
0.003810200607404113,
0.010869879275560379,
0.02763638086616993,
0.012793057598173618,
0.006576175801455975,
0.0007353639230132103,
-0.004121742211282253,
0.01708993688225746,
-0.03451288491487503,
-0.00814701896160841,
0.03393500670790672,
0.02231891267001629,
0.0020124667789787054,
-0.010417683981359005,
-0.0026945259887725115,
0.007136039435863495,
-0.01634480245411396,
0.007587524596601725,
-0.009472087025642395,
0.017806051298975945,
-0.0017747048987075686,
0.004112335853278637,
0.004058419726788998,
-0.004889012314379215,
-0.003209080547094345,
-0.0011863248655572534,
0.00944509543478489,
0.0348595455288887,
-0.006136488169431686,
-0.000414012698456645,
0.017817946150898933,
0.0033875545486807823,
-0.0007289138156920671,
0.026413559913635254,
-0.004995310213416815,
-0.03994917497038841,
-0.03524671122431755,
-0.007832384668290615,
-0.017838552594184875,
-0.009894588962197304,
0.010612057521939278,
0.0021131427492946386,
0.023941300809383392,
-0.022532131522893906,
0.020306134596467018,
0.026948975399136543,
0.013474562205374241,
0.008305477909743786,
-0.007701156195253134,
-0.007729766890406609,
-0.030884874984622,
-0.00938434712588787,
0.003035876667127013,
0.00406530499458313,
-0.02909260429441929,
-0.005952930077910423,
0.016247909516096115,
-0.011260081082582474,
-0.008401879109442234,
-0.01035432331264019,
0.03685636818408966,
0.02686694636940956,
0.007373706437647343,
0.02095990628004074,
0.012575498782098293,
0.020003043115139008,
-0.002011601347476244,
-0.0000667013882775791,
0.009676634334027767,
-0.0015478326240554452,
0.0035229225177317858,
-0.005172641947865486,
-0.0109143340960145,
-0.009709973819553852,
0.004798208363354206,
-0.005566639360040426,
0.005984283518046141,
-0.012305443175137043,
0.003890595631673932,
0.020770015195012093,
0.014711759984493256,
0.002119265729561448,
-0.0013734486419707537,
0.007898514159023762,
-0.012326867319643497,
-0.00657261535525322,
-0.024267451837658882,
0.016526777297258377,
-0.009400654584169388,
-0.006841350346803665,
-0.02011977881193161,
0.0004652920470107347,
0.00459003122523427,
-0.013841158710420132,
-0.026621976867318153,
-0.0003613024018704891,
0.013509438373148441,
0.036649834364652634,
-0.0072033521719276905,
-0.01261771097779274,
-0.005806379485875368,
-0.03606979548931122,
-0.007198904640972614,
0.012615526095032692,
-0.01976913958787918,
0.003994674421846867,
-0.008660664781928062,
-0.006385092157870531,
-0.01696101203560829,
0.008546611294150352,
-0.02372133918106556,
0.004676285665482283,
0.002891701180487871,
-0.02072368748486042,
0.004303505644202232,
-0.009911203756928444,
0.0039328220300376415,
0.0064417049288749695,
-0.0056481799110770226,
-0.023592734709382057,
0.022223183885216713,
0.024822968989610672,
-0.028783058747649193,
0.005365168210119009,
-0.026954391971230507,
-0.008972969837486744,
0.019790245220065117,
0.0006254567997530103,
-0.003998960833996534,
0.03133594989776611,
0.009123899042606354,
0.015700040385127068,
0.015925079584121704,
-0.012463686056435108
] | [
-0.02501795068383217,
0.2954031527042389,
0.3012804687023163,
0.3947809636592865,
0.25812238454818726,
0.26369965076446533,
-0.2406827211380005,
0.07282580435276031,
-0.41175025701522827,
-0.714751660823822,
-0.501366376876831,
0.32769766449928284,
-0.19775106012821198,
0.08701191842556,
-0.22180943191051483,
0.09930799901485443,
0.37228089570999146,
0.12890049815177917,
0.15300585329532623,
-0.48239293694496155,
-0.566398561000824,
-0.2848275899887085,
-0.028757549822330475,
0.24726063013076782,
0.029327429831027985,
0.13852165639400482,
0.12302140146493912,
0.48732951283454895,
-0.037935011088848114,
-0.22558574378490448,
-0.048784345388412476,
0.5080787539482117,
-0.3004196584224701,
0.06415500491857529,
-0.11245366185903549,
-0.5676307678222656,
-0.5474222302436829,
-0.15959526598453522,
-0.25407668948173523,
-0.48129844665527344,
-0.09868671000003815,
0.23993898928165436,
-0.2012891173362732,
0.2620810568332672,
-0.2880719006061554,
-0.4011009931564331,
-1.4062767028808594,
0.05420657619833946,
-0.3500712811946869,
0.04793180152773857,
-0.4144833981990814,
0.37928491830825806,
0.07941542565822601,
-0.0007293923408724368,
-0.1829000562429428,
0.3018387258052826,
-0.07050006836652756,
0.06012106314301491,
-0.13151203095912933,
-0.004979581572115421,
0.12820369005203247,
-0.5411645174026489,
-0.37595513463020325,
0.15168887376785278,
0.010640713386237621,
-0.10537078976631165,
0.3383612036705017,
-0.2782328724861145,
-0.5104522109031677,
0.1304730921983719,
0.17478114366531372,
-0.4187946617603302,
-0.21169248223304749,
0.73004549741745,
-0.6675988435745239,
-0.025973163545131683,
0.2842758297920227,
0.098516546189785,
-0.08793149143457413,
0.21336166560649872,
-0.0038723174948245287,
0.1901724636554718,
0.514957070350647,
-0.0003834290837403387,
0.7577790021896362,
0.035490334033966064,
-0.32963624596595764,
0.6534124612808228,
-0.28996190428733826,
0.552865207195282,
0.07281418889760971,
-0.29261156916618347,
0.34457647800445557,
0.7568959593772888,
0.06143292784690857,
0.5836515426635742,
0.21851809322834015,
-0.0027940927539020777,
0.4690239727497101,
0.3903568387031555,
0.02800496481359005,
0.058990877121686935,
0.026944031938910484,
0.015438721515238285,
-0.3440311551094055,
-0.2972758710384369,
-0.38936302065849304,
-0.5968676209449768,
-0.38911914825439453,
0.32578057050704956,
-0.24401147663593292,
0.4287137985229492,
-0.35017886757850647,
0.2723507881164551,
-0.10413224995136261,
0.3015170097351074,
0.04880145564675331,
-0.27102360129356384,
0.2721092700958252,
0.06114278361201286,
0.2669011652469635,
1.281939148902893,
-0.04406418651342392,
0.48275226354599,
-0.23639708757400513,
0.31489571928977966,
0.6013414263725281,
0.22838251292705536,
0.14148108661174774,
-0.1771308332681656,
0.2739368677139282,
0.829862654209137,
-0.25742417573928833,
-0.18429191410541534,
-0.29497313499450684,
-0.3326698839664459,
0.40177401900291443,
0.47512000799179077,
0.5466585159301758,
0.20010621845722198,
-0.7890117764472961,
-0.8852455615997314,
-0.07549100369215012,
0.07169458270072937,
0.21528485417366028,
0.10566826909780502,
0.12450110912322998,
-0.7476564645767212,
-0.33022043108940125,
0.031935568898916245,
-0.5239666104316711,
0.5084617137908936,
-1.000631332397461,
-0.18935845792293549,
-0.37658387422561646,
0.76164710521698,
-0.33031150698661804,
0.05872194841504097,
0.217986062169075,
-0.25388044118881226,
-0.003028311301022768,
0.4019387662410736,
-0.6744908690452576,
-0.1759631335735321,
-0.20903968811035156,
-0.7061600685119629,
0.46233054995536804,
0.11708949506282806,
0.19239257276058197,
0.28300514817237854,
-0.1304614096879959,
0.016497761011123657,
-0.4249543845653534,
-0.0027034932281821966,
0.2218024581670761,
0.30383434891700745,
0.5521913766860962,
0.3023873269557953,
0.17013123631477356,
0.2519671320915222,
-0.7239425778388977,
-0.009855329990386963,
0.5824680924415588,
-0.3061106503009796,
-0.06591952592134476,
0.19397740066051483,
0.24304769933223724,
-0.1377471387386322,
-0.08838704973459244,
-0.09997054189443588,
-0.8821445107460022,
-0.5011388063430786,
0.5906286835670471,
-0.8317851424217224,
0.9280988574028015,
-0.5132263898849487,
0.2675308883190155,
0.8425895571708679,
-0.6322503685951233,
-0.24500280618667603,
0.18376164138317108,
0.11246653646230698,
0.324005126953125,
-0.6919393539428711,
-0.5668243169784546,
-0.40303313732147217,
-0.2739275395870209,
-0.08066780865192413,
-0.7743929028511047,
-0.11933494359254837,
0.20416243374347687,
-0.5497472286224365,
0.1123378798365593,
-0.3928300738334656,
0.37529492378234863,
0.027240412309765816,
-0.6127426624298096,
0.3811875581741333,
0.015046962536871433,
0.2115609347820282,
1.3564668893814087,
-0.35943603515625,
0.7092902064323425,
0.9290801882743835,
0.06872954219579697,
0.12855781614780426,
0.7053514122962952,
0.08324184268712997,
0.6497899293899536,
-0.6350511908531189,
0.05225050821900368,
-0.04610743373632431,
-0.27596041560173035,
-0.6127553582191467,
-0.11398731172084808,
0.233086496591568,
0.18296962976455688,
-0.3128209412097931,
-0.010257097892463207,
-0.002711331704631448,
-0.4961625933647156,
-0.15217649936676025,
-0.879378616809845,
0.4625377357006073,
0.2443903088569641,
-0.5489407181739807,
-0.38741952180862427,
-0.046752702444791794,
-0.6179717183113098,
-0.6899231672286987,
0.01805756986141205,
0.25299251079559326,
0.269273966550827,
-0.9481187462806702,
-0.3465496897697449,
-0.3114355206489563,
0.03402148187160492,
-0.0036262229550629854,
-0.08425059914588928,
0.046411484479904175,
-0.12320559471845627,
-0.031549613922834396,
0.030392305925488472,
0.2381507009267807,
0.2805009186267853,
-0.13277822732925415,
-0.26692306995391846,
-0.5829800963401794,
0.4492049813270569,
0.3551148772239685,
0.2939949035644531,
-0.4868822991847992,
0.26169899106025696,
-0.08384133875370026,
-0.18124212324619293,
-1.008849859237671,
-0.05630239471793175,
0.202840194106102,
-0.7657129764556885,
-0.3115501403808594,
0.24704639613628387,
0.4952341914176941,
0.5596646070480347,
-0.46720367670059204,
-0.15839920938014984,
-0.1770959347486496,
0.10155566781759262,
-0.49669161438941956,
-0.8349893689155579,
-0.18527989089488983,
-0.011885801330208778,
0.30363988876342773,
-0.22479861974716187,
0.028682800009846687,
0.6232087016105652,
0.8053290247917175,
-0.2613982856273651,
0.5683664679527283,
0.371186226606369,
-0.2407301515340805,
0.14910821616649628,
0.17604538798332214,
0.003349063917994499,
-0.05031505972146988,
-0.13947652280330658,
-0.5824198722839355,
-0.26033952832221985,
0.10722184926271439,
-5.817110538482666,
-0.2093004733324051,
-0.2854747772216797,
-0.1261918991804123,
-0.4460086524486542,
0.013955452479422092,
0.7420775890350342,
0.05142984539270401,
0.5371541380882263,
-0.08653689920902252,
0.085308738052845,
0.3701127767562866,
-0.3790774941444397,
0.1443442404270172,
0.29420024156570435,
0.8041673898696899,
0.570856511592865,
0.0608285628259182,
0.433616578578949,
0.05383793264627457,
-0.376997709274292,
-0.17818085849285126,
-0.056686654686927795,
0.25865069031715393,
-0.05434633046388626,
-0.23830752074718475,
-0.9299216270446777,
-0.050337109714746475,
-0.2821877896785736,
-0.05576654151082039,
0.06585253775119781,
-0.6178486943244934,
-0.32158803939819336,
-0.22236321866512299,
0.3288963735103607,
-0.15584151446819305,
0.23809480667114258,
0.18652674555778503,
0.13792385160923004,
-0.053699757903814316,
0.3564540445804596,
0.3385518491268158,
-0.10074665397405624,
0.28713420033454895,
0.6715410351753235,
-0.4254797399044037,
-0.15397846698760986,
-0.10867403447628021,
-0.0017407831037417054,
0.9050021171569824,
-0.28770342469215393,
-0.2942534387111664,
0.3491193950176239,
-0.3009062111377716,
0.165089413523674,
-0.09442880749702454,
0.010654016397893429,
0.4751546084880829,
-0.32695093750953674,
0.4484558701515198,
-0.21891739964485168,
-0.611743152141571,
0.03572772443294525,
-0.984183669090271,
-0.3804117739200592,
0.5910823345184326,
-0.9875959157943726,
-0.5833577513694763,
0.06933748722076416,
0.01389352884143591,
-0.2642636299133301,
0.8663658499717712,
0.39310500025749207,
-0.3429218530654907,
0.5017188787460327,
-0.5322481989860535,
0.3992823362350464,
0.10545413196086884,
0.002666850807145238,
-0.03872177377343178,
-0.23901401460170746,
-0.11366971582174301,
-0.05682400241494179,
-0.14203456044197083,
0.07226920872926712,
-0.3556465208530426,
-0.26358065009117126,
-0.3425714373588562,
-0.08559085428714752,
0.5328524112701416,
1.172847032546997,
-0.41440990567207336,
0.6102719306945801,
0.8474793434143066,
0.9610908627510071,
0.16057707369327545,
0.5568456053733826,
0.2634211480617523,
-0.14509055018424988,
-0.5833191275596619,
0.64532470703125,
0.10144238919019699,
-0.38589608669281006,
-0.5667380094528198,
0.036471039056777954,
0.116923026740551,
-0.12444461137056351,
0.022646494209766388,
0.6303128004074097,
-0.28288334608078003,
0.07311420142650604,
0.004165029618889093,
-0.45700520277023315,
-0.48521435260772705,
0.02653956413269043,
0.11345479637384415,
-0.43054527044296265,
0.3545595407485962,
0.4697043001651764,
-0.24846354126930237,
-0.03866608440876007,
0.09004588425159454,
0.6684284210205078,
0.43704453110694885,
0.0953691378235817,
-0.2512194812297821,
0.1417413353919983,
0.5095993876457214,
-0.030681002885103226,
-0.07358790189027786,
0.20932595431804657,
0.4219687581062317,
0.10832133144140244,
-0.04176844283938408,
-0.17287415266036987,
-0.30146336555480957,
-0.11139754205942154,
-0.2583281993865967,
0.06345159560441971,
-0.269060879945755,
0.20550288259983063,
0.4164111018180847,
0.1244295984506607,
-0.0483061708509922,
0.6036722660064697,
0.23841004073619843,
-0.575802743434906,
0.3849729299545288,
0.04183988645672798,
0.053403448313474655,
-0.4003584384918213,
-0.33293187618255615,
-0.11516312509775162,
-0.05706788972020149,
-0.23129306733608246,
-0.10234598815441132,
0.3120996057987213,
0.21158237755298615,
0.28480321168899536,
-0.2310008406639099,
0.7105299234390259,
-0.14626680314540863,
-0.773274302482605,
0.04066387563943863,
0.05434272810816765,
0.2676824629306793,
-0.317027747631073,
0.10414809733629227,
-0.3489225208759308,
0.4444569945335388,
0.17141658067703247,
-0.5735806226730347,
-0.603766143321991,
-0.5480822920799255,
0.28771114349365234,
-0.04374849423766136,
0.20615138113498688,
0.6054335832595825,
-0.006501299794763327,
-0.13871964812278748,
-0.054125670343637466,
-0.6088612675666809,
-0.7209883332252502,
0.24833707511425018,
0.813567042350769,
0.18979036808013916,
0.10531293600797653,
-0.32077741622924805,
-0.14767125248908997,
0.03246971219778061,
0.37263253331184387,
0.11191660910844803,
0.5457279682159424,
0.2372528612613678,
0.24753274023532867,
-0.7592745423316956,
0.3985997438430786,
0.11174177378416061,
-0.3797837197780609,
-0.8955449461936951,
-0.40488624572753906,
0.4182680547237396,
-0.74510258436203,
0.5323867797851562,
0.3724158704280853,
-0.22253093123435974,
-0.05852929502725601,
-0.17122307419776917,
0.005303073674440384,
-0.4121248126029968,
-0.7153533697128296,
-0.30706074833869934,
-0.25655338168144226,
-0.0036331522278487682,
-0.509028434753418,
-0.20883521437644958,
0.3802746832370758,
-0.10013675689697266,
-0.6512752771377563,
0.3874545097351074,
-0.02326800487935543,
0.03307010978460312,
-0.7013254761695862,
-0.19842997193336487,
-0.27488768100738525,
0.3033396005630493,
0.4372178614139557,
-0.3412832021713257,
-0.25716257095336914,
-0.2721000909805298,
-0.37991195917129517,
0.040589340031147,
0.2918494939804077,
0.026500407606363297,
-0.1293899565935135,
-0.25088804960250854,
0.16121485829353333,
0.31135863065719604,
0.07666169852018356,
0.24609193205833435,
-0.17259740829467773,
0.7832752466201782,
-0.2505873143672943,
-0.33283188939094543,
-0.26241427659988403,
0.2601705491542816,
0.17805533111095428,
-0.2557143568992615,
-1.3654381036758423,
-0.6573218703269958,
0.6917646527290344,
-0.4939635097980499,
0.04676878824830055,
-0.05558929219841957,
0.6685129404067993,
-0.14706440269947052,
-0.24757878482341766,
-0.43371936678886414,
-0.2351616621017456,
0.1048530787229538,
-0.20922665297985077,
-0.713788628578186,
-0.0704912543296814,
-0.6780844926834106,
0.46838638186454773,
0.6276039481163025,
-0.386231392621994,
-0.7434687614440918,
0.07690940052270889,
-0.7164183259010315,
0.48058122396469116,
-0.1999022662639618,
0.3914417624473572,
0.42261675000190735,
0.9245287775993347,
-0.0028221779502928257,
-0.20283490419387817,
0.1840713769197464,
-0.05127458646893501,
0.2944975197315216,
-0.13447785377502441,
-0.37572935223579407,
0.24419420957565308,
-0.007419842295348644,
0.8044369220733643,
-0.08533552289009094,
0.4734705984592438,
0.1500845104455948,
0.14986632764339447,
-0.10463649779558182,
-0.09458651393651962,
0.10373982042074203,
-0.13222463428974152,
0.03996172547340393,
-0.21817263960838318,
-0.18912844359874725,
0.6570068001747131,
0.08971741795539856,
-0.2111821174621582,
0.3511221408843994,
-0.14563989639282227,
0.9990514516830444,
0.587644636631012,
-0.8694851398468018,
0.5653533935546875,
0.2867557406425476,
0.15194255113601685,
0.2529231309890747,
-0.24696192145347595,
-0.12257607281208038,
0.2756091356277466,
-0.005876508075743914,
0.29723498225212097,
0.5771280527114868,
-0.5839587450027466,
-0.10251839458942413,
-0.09143246710300446,
-0.16067366302013397,
0.9426054358482361,
0.045016683638095856,
-0.2130584865808487,
0.35833001136779785,
0.39655566215515137,
-0.03736535459756851,
-0.13726367056369781,
0.5515796542167664,
-0.2680550813674927,
-0.025342945009469986,
-0.10117261856794357,
-0.1244737058877945,
0.18600612878799438,
0.4157320559024811,
-0.11663803458213806,
0.3110954165458679,
0.26531314849853516,
0.5283635258674622,
0.2951304316520691,
-0.2753104865550995,
-0.4889064431190491,
0.4768826961517334,
0.650259792804718,
0.33536046743392944,
-0.04958304017782211,
0.544971227645874,
-0.3824341893196106,
0.6330042481422424,
0.29357898235321045,
0.46328577399253845,
-0.6210432648658752,
0.3100179135799408,
-0.17685644328594208,
0.27383363246917725,
-0.09666160494089127,
0.24230806529521942,
-0.5047507882118225,
-0.46600398421287537,
0.16989922523498535,
-0.0685601532459259,
0.2851894199848175,
0.46425333619117737,
0.06333748251199722,
0.6187305450439453,
0.08876185119152069,
0.20386475324630737,
-0.37812063097953796,
0.07318975776433945,
0.5916330814361572,
-0.3935439884662628,
0.11217919737100601,
-0.0904921442270279,
-0.5756756663322449,
0.21494953334331512,
-0.4245445728302002,
0.3856993019580841,
0.017759233713150024,
-0.7412936687469482,
-0.14545787870883942,
0.10414375364780426,
0.4844081699848175,
0.16031457483768463,
0.09726832062005997,
0.16259919106960297,
0.1783139705657959,
-0.13346810638904572,
-0.107310950756073,
0.2022794783115387,
-0.6093235015869141,
0.3164806365966797,
0.623582124710083,
-0.06765467673540115,
-0.21281582117080688,
-0.20125845074653625,
0.10836764425039291,
0.04702400788664818,
-0.047137726098299026,
0.11416231095790863,
-0.18935942649841309,
0.8989064693450928,
0.5154716372489929,
0.5263141393661499,
0.260568231344223,
-0.22734718024730682,
-0.09486591815948486,
0.37322404980659485,
-0.40384095907211304,
0.3557213544845581,
-0.4980360269546509,
-0.16853126883506775,
-0.8162432909011841,
0.12141670286655426,
0.32730409502983093,
0.194903165102005,
-0.010752316564321518,
-0.12220953404903412,
0.15348225831985474,
0.4662947952747345,
0.5260000824928284,
-0.22109347581863403,
-0.09472765028476715,
-0.2927963435649872,
-0.6413430571556091,
-0.11322595924139023,
0.6887184977531433,
-0.4402330815792084,
0.7659397125244141,
-0.12321518361568451,
0.2881104052066803,
0.27403900027275085,
-0.10361747443675995,
0.2512325644493103,
0.27492138743400574,
0.02503904141485691,
-0.7976486682891846,
0.4686371088027954,
-0.30678805708885193,
0.42748579382896423,
-0.036293305456638336,
0.1807820349931717,
0.16332440078258514,
-0.6172539591789246,
-0.19059239327907562,
-0.09572730213403702,
-0.4148908853530884,
0.0919606164097786,
-0.19394241273403168,
0.34021875262260437,
-0.37077462673187256,
-0.41655826568603516,
-0.8362977504730225,
0.4369911253452301,
-0.027481500059366226,
-0.2906346619129181,
0.09285696595907211,
-0.1589226871728897,
-0.6945384740829468,
0.17376579344272614,
0.32735005021095276,
-0.5891085863113403,
-0.21531468629837036,
-0.24539603292942047
] |
In this paper, we characterize Google applications, based on a one-month Google trace with over 650k jobs running across over 12000 heterogeneous hosts from a Google data center. On one hand, we carefully compute the valuable statistics about task events and resource utilization for Google applications, based on various types of resources (such as CPU, memory) and execution types (e.g., whether they can run batch tasks or not). Resource utilization per application is observed with an extremely typical Pareto principle. On the other hand, we classify applications via a K-means clustering algorithm with optimized number of sets, based on task events and resource usage. The number of applications in the K-means clustering sets follows a Pareto-similar distribution. We believe our work is very interesting and valuable for the further investigation of Cloud environment. | [
-0.015849590301513672,
0.01186123862862587,
-0.0011461726389825344,
0.006995649076998234,
0.012850455939769745,
0.006032783538103104,
0.010646862909197807,
-0.002470962703227997,
-0.010034085251390934,
0.006500172428786755,
-0.004449997562915087,
0.006324226967990398,
0.020665766671299934,
0.017547287046909332,
-0.009035241790115833,
0.00687571382150054,
0.0008067979943007231,
0.013996231369674206,
0.010848451405763626,
-0.00024114688858389854,
0.022254537791013718,
0.016032733023166656,
0.009188856929540634,
-0.009925265796482563,
-0.012972096912562847,
0.03141298145055771,
-0.003992517478764057,
-0.005085801240056753,
-0.01450932864099741,
0.017538195475935936,
-0.005451692268252373,
0.009857071563601494,
0.03044302575290203,
0.015486666932702065,
0.015064461156725883,
-0.01860729791224003,
-0.00037703398265875876,
0.014351597987115383,
-0.002844656817615032,
-0.004350054077804089,
-0.004778112284839153,
-0.005314482841640711,
-0.01029872801154852,
-0.007331700064241886,
-0.008526287972927094,
0.027939962223172188,
-0.010630970820784569,
0.020915504544973373,
0.019061492756009102,
0.01743796467781067,
-0.011874387972056866,
-0.00685235857963562,
-0.0016646430594846606,
0.018895115703344345,
-0.006798243150115013,
0.00863010436296463,
0.017221171408891678,
0.021046526730060577,
-0.018176361918449402,
-0.0004678829573094845,
-0.023321572691202164,
-0.014811852015554905,
-0.004572817590087652,
0.0010312909726053476,
-0.040594689548015594,
-0.067112497985363,
0.010166159830987453,
0.014383354224264622,
-0.01711420714855194,
0.005713241174817085,
-0.006233467720448971,
0.012949046678841114,
-0.004708034917712212,
0.013304942287504673,
0.010879680514335632,
0.015469714067876339,
-0.01590964011847973,
-0.014011450111865997,
-0.016576161608099937,
0.03545365482568741,
0.0044031767174601555,
-0.011106513440608978,
-0.008330514654517174,
0.011023983359336853,
0.009152824990451336,
-0.0021125744096934795,
-0.0012143566273152828,
-0.01934577338397503,
-0.019385986030101776,
-0.013178222812712193,
0.01458659302443266,
-0.008328632451593876,
-0.017345692962408066,
0.0037141996435821056,
-0.03144533187150955,
0.0003236627671867609,
-0.03474365174770355,
0.0010093273594975471,
-0.006387744564563036,
-0.020045410841703415,
0.002383830724284053,
0.011777295731008053,
0.02085159346461296,
0.002391184214502573,
0.0056327469646930695,
0.008419562131166458,
-0.014049267396330833,
-0.005136110354214907,
0.002556622726842761,
0.0019704371225088835,
0.003263121470808983,
0.04032447189092636,
-0.00234774686396122,
0.016879212111234665,
0.01009991206228733,
-0.01281606312841177,
0.006347786635160446,
0.02084123156964779,
-0.0046107289381325245,
-0.02663843333721161,
0.004577249754220247,
-0.007174316793680191,
-0.006430214736610651,
-0.006235186010599136,
0.003828032873570919,
-0.022425144910812378,
-0.013733229599893093,
0.02073194645345211,
0.008201678283512592,
0.002734473440796137,
-0.012329934164881706,
-0.010259476490318775,
0.016126442700624466,
-0.012988036498427391,
0.009151436388492584,
-0.006354058161377907,
0.016121841967105865,
-0.025090988725423813,
0.015765246003866196,
0.010664361529052258,
0.014873739331960678,
0.014545375481247902,
0.007005243096500635,
0.011876551434397697,
0.006776532623916864,
0.008515797555446625,
0.031634483486413956,
0.012493053451180458,
-0.014908891171216965,
-0.027578363195061684,
0.022087667137384415,
-0.011144330725073814,
-0.009909229353070259,
-0.004069982096552849,
0.03139728307723999,
-0.008585423231124878,
0.007205656263977289,
-0.007553775794804096,
-0.01193687692284584,
0.015198464505374432,
0.035041727125644684,
-0.015385092236101627,
0.0026012875605374575,
0.00920296460390091,
0.007278433069586754,
-0.002048311522230506,
-0.009043407626450062,
-0.0049455491825938225,
-0.009487668983638287,
0.006223494186997414,
-0.0017372104339301586,
-0.010790007188916206,
0.02857801504433155,
0.014126740396022797,
-0.011296425946056843,
-0.0024822093546390533,
-0.015607064589858055,
0.009366807527840137,
-0.013489043340086937,
0.06703001260757446,
-0.020627189427614212,
-0.00005026755388826132,
-0.0198835339397192,
0.02395489439368248,
-0.0031645826529711485,
-0.013575410470366478,
0.0044336942955851555,
-0.016127025708556175,
-0.020742453634738922,
-0.015761449933052063,
-0.007387412711977959,
-0.00743528688326478,
0.0033209831453859806,
0.00009679340291768312,
0.011220866814255714,
0.0039297910407185555,
-0.0031722132116556168,
-0.021335046738386154,
0.003736953716725111,
-0.00589739577844739,
0.00044839968904852867,
0.0035071629099547863,
-0.021935854107141495,
0.0043676733039319515,
-0.01470231730490923,
0.010310487821698189,
0.0077612074092030525,
-0.0034703994169831276,
0.015924731269478798,
0.010604794137179852,
0.0018153163837268949,
0.0145974550396204,
-0.01703774556517601,
-0.004697537049651146,
0.037903595715761185,
0.01700820028781891,
0.024777844548225403,
-0.0006323633715510368,
-0.01814231276512146,
-0.011823856271803379,
0.002758817980065942,
-0.009205339476466179,
0.018882574513554573,
-0.009271664544939995,
0.02165348082780838,
-0.02506575919687748,
-0.009388263337314129,
0.0037988703697919846,
-0.01855730079114437,
-0.0133597981184721,
0.022329051047563553,
-0.013162286952137947,
-0.009758509695529938,
-0.009476875886321068,
0.01925811916589737,
0.008118389174342155,
0.008207731880247593,
-0.016216963529586792,
0.010634856298565865,
-0.005865267012268305,
0.0013737414265051484,
-0.023268122225999832,
0.0018020633142441511,
-0.009783169254660606,
0.007707389071583748,
-0.0028914520516991615,
0.012751877307891846,
0.00942166056483984,
-0.03089611977338791,
-0.00709381652995944,
0.002659118501469493,
0.008319594897329807,
0.002370155416429043,
0.0114354956895113,
0.004908245988190174,
-0.01363485399633646,
0.034381892532110214,
0.023842981085181236,
0.024263210594654083,
-0.016069762408733368,
-0.004047678783535957,
0.006588611751794815,
-0.013538990169763565,
0.02847001701593399,
-0.0023626326583325863,
-0.0044275810942053795,
0.015449701808393002,
0.03562422841787338,
0.01595381461083889,
-0.002370039466768503,
0.0033632039558142424,
-0.011699533089995384,
0.0018760436214506626,
-0.08189758658409119,
-0.0048686140216887,
0.017216259613633156,
0.002028091810643673,
0.010249050334095955,
0.03809334337711334,
0.01299702562391758,
0.01515456847846508,
-0.008349382318556309,
0.023019108921289444,
0.030329929664731026,
-0.005493026226758957,
-0.014662804082036018,
0.014018221758306026,
0.007333251181989908,
-0.02280602604150772,
0.006280496716499329,
-0.007684309966862202,
0.002528333803638816,
0.01493234746158123,
-0.015945857390761375,
-0.004500535782426596,
0.02162821590900421,
-0.006592960096895695,
-0.007794081699103117,
-0.0055281007662415504,
-0.003613757900893688,
-0.014444240368902683,
0.0009630064014345407,
-0.006483418866991997,
-0.01706884615123272,
-0.014546362683176994,
-0.0368519201874733,
0.011018181219696999,
0.029232919216156006,
-0.016640890389680862,
-0.007668287958949804,
-0.0006190934218466282,
-0.006828085519373417,
-0.02169444039463997,
0.014437077566981316,
0.0008261476177722216,
-0.04126124456524849,
0.01351189985871315,
0.010374664328992367,
0.013519049622118473,
-0.004637730307877064,
0.0058294241316616535,
0.01642429269850254,
-0.010190875269472599,
0.004062728025019169,
-0.0020571528002619743,
0.03258028253912926,
-0.003402899717912078,
-0.0003487388603389263,
-0.02751500904560089,
-0.010202090255916119,
-0.011841949075460434,
-0.014838703908026218,
-0.016100529581308365,
-0.004648594651371241,
-0.008902030065655708,
-0.012894315645098686,
0.01403883472084999,
-0.018245317041873932,
-0.00031686469446867704,
0.021175775676965714,
0.014242230914533138,
0.004032307304441929,
0.013147981837391853,
0.004821515642106533,
0.01615867018699646,
-0.031227432191371918,
0.002046378795057535,
-0.021167706698179245,
-0.011157589964568615,
-0.01416768878698349,
-0.008217831142246723,
0.014369113370776176,
-0.001160293584689498,
-0.011636033654212952,
0.015206053853034973,
0.014252827502787113,
-0.002071821130812168,
-0.004582318477332592,
-0.006021189037710428,
0.004783493001013994,
0.019115151837468147,
0.01575201377272606,
-0.011056140065193176,
-0.0004273684462532401,
-0.02215578220784664,
-0.012433151714503765,
0.010571119375526905,
0.020252520218491554,
-0.004593087360262871,
0.019694635644555092,
0.004531246609985828,
-0.018003350123763084,
0.009628805331885815,
0.010864971205592155,
0.004968508146703243,
0.001928961370140314,
-0.009846462868154049,
0.010188782587647438,
0.006673053838312626,
-0.00839188788086176,
-0.0004350829985924065,
-0.003385480958968401,
-0.0036763623356819153,
-0.009107145480811596,
-0.01608881913125515,
-0.010886997915804386,
0.021097751334309578,
0.004870293196290731,
-0.03466354310512543,
-0.0137253999710083,
0.008422726765275002,
0.07241490483283997,
0.0015540835447609425,
0.02210499718785286,
-0.016724929213523865,
0.033044252544641495,
-0.016769059002399445,
-0.001503401668742299,
0.02081470564007759,
0.018338069319725037,
-0.0010727522894740105,
0.012081051245331764,
-0.011634239926934242,
0.004971061833202839,
0.011962153017520905,
-0.005952328909188509,
0.005330038256943226,
-0.0037318598479032516,
-0.006605532020330429,
-0.018356651067733765,
-0.0431923046708107,
-0.012191415764391422,
-0.00026067066937685013,
-0.03536669909954071,
0.02446303889155388,
-0.014546648599207401,
-0.038276031613349915,
-0.01736295409500599,
-0.013058086857199669,
0.010881917551159859,
0.010526848956942558,
0.020576322451233864,
-0.0009744565468281507,
-0.003765322035178542,
0.017651427537202835,
0.03369539976119995,
0.012765945866703987,
0.007544465363025665,
0.020744694396853447,
0.01191691868007183,
0.010225840844213963,
0.008555704727768898,
-0.013354647904634476,
-0.009184122085571289,
0.004909924231469631,
0.001942832488566637,
0.011428236961364746,
-0.01711292192339897,
-0.005187537521123886,
-0.0018922596937045455,
0.012442536652088165,
0.0024648355320096016,
0.0160018689930439,
0.0038927074056118727,
0.009360331110656261,
0.007313215639442205,
-0.03046906553208828,
0.008469954133033752,
-0.0072625549510121346,
0.0026164138689637184,
0.014862282201647758,
-0.040791261941194534,
0.006413922645151615,
-0.0010598558001220226,
-0.007967931218445301,
-0.008458469063043594,
0.002252113539725542,
0.007221019361168146,
-0.021523170173168182,
0.015524785965681076,
-0.009596503339707851,
-0.007371109444648027,
-0.023610398173332214,
0.01713453233242035,
-0.0057789599522948265,
0.0027866875752806664,
-0.007577979937195778,
-0.020005002617836,
-0.0028055051807314157,
0.00858343206346035,
-0.010419188998639584,
0.00752917630597949,
-0.0031810691580176353,
-0.001193339703604579,
0.014419469982385635,
-0.004624182358384132,
-0.007113403640687466,
0.005333375185728073,
-0.07479554414749146,
0.009274981915950775,
0.005143982823938131,
-0.00597336096689105,
-0.020204678177833557,
0.010459120385348797,
-0.003945280332118273,
-0.007157087791711092,
-0.00512534799054265,
-0.011205747723579407,
0.009554443880915642,
-0.012511851266026497,
-0.012782389298081398,
-0.004172909073531628,
0.012710699811577797,
0.013206768780946732,
-0.0067840153351426125,
-0.003470025025308132,
0.02148503065109253,
0.030407223850488663,
-0.02394677698612213,
0.01993349753320217,
-0.005107932258397341,
-0.004213131032884121,
-0.0071493471041321754,
-0.08141502737998962,
-0.006557750049978495,
0.004157961346209049,
0.012542867101728916,
-0.020604517310857773,
-0.024486981332302094,
-0.0027792758774012327,
0.001699513173662126,
0.02101775072515011,
-0.011167710646986961,
-0.020732983946800232,
-0.009976126253604889,
0.013547711074352264,
0.013530852273106575,
-0.01367388665676117,
-0.0013402928598225117,
0.019869346171617508,
-0.048100899904966354,
-0.009077988564968109,
0.027412697672843933,
-0.00457870215177536,
-0.0024081426672637463,
-0.008373351767659187,
0.016418803483247757,
-0.012870865873992443,
0.015165116637945175,
0.011548144742846489,
0.006949945352971554,
0.009334596805274487,
-0.0053110490553081036,
0.012075693346560001,
-0.023212116211652756,
0.005095072090625763,
0.0008722596103325486,
-0.02818726934492588,
-0.02764582261443138,
-0.003898714203387499,
0.004026725888252258,
0.024206213653087616,
0.001508972141891718,
-0.006455098278820515,
0.0005636042915284634,
-0.027139144018292427,
-0.004577041137963533,
-0.028851032257080078,
0.010470233857631683,
0.008266635239124298,
-0.007696126122027636,
-0.006457210518419743,
-0.03291255980730057,
0.011718420311808586,
0.001749733928591013,
0.002756848931312561,
-0.018142782151699066,
0.021738337352871895,
0.0021137287840247154,
-0.006022820249199867,
0.02271202579140663,
0.017156509682536125,
0.018716543912887573,
-0.007303263526409864,
0.0047078682109713554,
0.000014979392290115356,
0.07226655632257462,
-0.01852242276072502,
0.013554356060922146,
-0.023520633578300476,
-0.005873602349311113,
-0.00006548338569700718,
-0.006101345643401146,
0.0012027370976284146,
-0.01326595339924097,
0.0003764491993933916,
-0.011353769339621067,
-0.00840478390455246,
0.008693329989910126,
0.007348011247813702,
0.012336029671132565,
-0.015953345224261284,
-0.018401265144348145,
0.00044220290146768093,
-0.0016100071370601654,
-0.010463738813996315,
-0.009214872494339943,
0.009493321180343628,
0.03753796964883804,
-0.0013565435074269772,
-0.016671065241098404,
0.0025149614084511995,
-0.041484564542770386,
0.014431430958211422,
-0.014012995176017284,
-0.007329646963626146,
-0.015176120214164257,
0.02465522289276123,
0.007475058548152447,
0.029154863208532333,
0.018454449251294136,
-0.009852960705757141,
0.010321537032723427,
0.00584248173981905,
0.006419579964131117,
-0.011393566615879536,
-0.021139860153198242,
-0.013278653845191002,
-0.001957419328391552,
0.006781644653528929,
0.025079842656850815,
0.0030114962719380856,
0.015921462327241898,
0.010694206692278385,
0.011582094244658947,
0.005313436035066843,
-0.00849609263241291,
0.007287722546607256,
0.027656562626361847,
-0.018091633915901184,
-0.005475642159581184,
-0.01113960798829794,
0.018883615732192993,
0.013781762681901455,
-0.006908709183335304,
0.019988421350717545,
-0.007028504274785519,
-0.005404014140367508,
-0.010519469156861305,
0.007534035015851259,
-0.01108963880687952,
-0.012729432433843613,
-0.014991497620940208,
-0.022080060094594955,
0.023448390886187553,
0.011303268373012543,
0.0032577351666986942,
0.02176976390182972,
0.00776616670191288,
-0.028001315891742706,
-0.0091280872002244,
0.007109435275197029,
-0.026498055085539818,
-0.018196124583482742,
0.024841317906975746,
0.01058089081197977,
-0.004538995213806629,
-0.0314214751124382,
0.01504383236169815,
0.03821372240781784,
-0.016561925411224365,
0.011605502106249332,
-0.014954391866922379,
0.006386859342455864,
-0.008881969377398491,
0.005049774423241615,
0.023923000320792198,
-0.007578123360872269,
0.0007838918827474117,
-0.002571995835751295,
0.007622130215167999,
0.03454287350177765,
-0.024011725559830666,
-0.0012209173291921616,
-0.011095361784100533,
0.001402324647642672,
0.009053660556674004,
0.0136617012321949,
-0.032431963831186295,
-0.012362537905573845,
-0.021697351709008217,
0.011727120727300644,
0.0021641580387949944,
-0.015069556422531605,
0.0028296427335590124,
0.011252511292696,
0.007265963591635227,
-0.006063390988856554,
0.01745971105992794,
0.023347610607743263,
0.011038961820304394,
0.002581736072897911,
-0.001976649509742856,
0.009740527719259262,
-0.00786561332643032,
-0.009574822150170803,
-0.0064128609374165535,
-0.017733164131641388,
-0.007674235850572586,
0.019051138311624527,
0.006134572438895702,
-0.006191286724060774,
-0.010876394808292389,
-0.011464615352451801,
0.03173201158642769,
0.029836568981409073,
0.021497033536434174,
0.004625400993973017,
0.018262092024087906,
0.01288391649723053,
-0.014527919702231884,
0.0053388020023703575,
0.008202732540667057,
-0.0025602369569242,
0.02171778678894043,
0.013261235319077969,
0.010641399770975113,
-0.007345558609813452,
0.007718692533671856,
-0.015394462272524834,
0.007427220698446035,
-0.03378326818346977,
-0.006700702477246523,
-0.00008351006545126438,
0.0058726537972688675,
0.024434302002191544,
-0.0022252490743994713,
-0.008525281213223934,
0.002181565621867776,
-0.004142362624406815,
0.01647171750664711,
0.009825482964515686,
-0.006971897091716528,
0.025231651961803436,
-0.011314100585877895,
0.012895140796899796,
-0.011327083222568035,
-0.017456214874982834,
0.012215147726237774,
0.006660667713731527,
0.029318954795598984,
0.005549641791731119,
0.0072957612574100494,
-0.0119274677708745,
0.0014466735301539302,
-0.015594775788486004,
-0.011613604612648487,
-0.013090075924992561,
-0.02034359984099865,
0.02768814004957676,
-0.026921752840280533,
0.001535244518890977,
-0.020242242142558098,
-0.011997034773230553,
-0.01686752587556839,
0.01642003282904625,
0.024356763809919357,
-0.0022607953287661076,
0.0010465201921761036,
-0.009819605387747288,
-0.011710858903825283,
-0.025044726207852364,
0.005720421671867371,
0.002263205125927925,
0.019931787624955177,
0.025425396859645844,
-0.013881685212254524,
0.008157452568411827,
-0.021302521228790283,
-0.011423494666814804,
0.022694069892168045,
-0.012053096666932106,
0.007810734212398529,
-0.014033645391464233,
0.00028343650046736,
0.014060910791158676,
0.006452488247305155,
-0.01477516908198595
] | [
-0.015199464745819569,
0.32550230622291565,
0.20014503598213196,
0.3439425230026245,
0.21692657470703125,
0.5468996167182922,
0.12455077469348907,
-0.20311135053634644,
-0.35286253690719604,
-0.551945686340332,
-0.160173699259758,
-0.10259061306715012,
0.04987843334674835,
0.42735281586647034,
-0.026503736153244972,
0.28455206751823425,
0.5996562242507935,
0.39736297726631165,
-0.20944222807884216,
-0.5542021989822388,
-0.2837279140949249,
0.23687396943569183,
0.4185291826725006,
0.041191644966602325,
-0.2060781568288803,
0.08020032942295074,
0.37520313262939453,
0.1091790497303009,
-0.3060109317302704,
-0.20181411504745483,
-0.27446430921554565,
0.42346692085266113,
-0.07494600862264633,
-0.07529081404209137,
-0.16434580087661743,
-0.5872675776481628,
0.02058633230626583,
-0.07640060782432556,
-0.08482067286968231,
-0.5731288194656372,
0.04809992387890816,
0.006890767719596624,
-0.4052467942237854,
0.5559214353561401,
-0.4404674768447876,
-0.34789085388183594,
-1.5359307527542114,
0.04792387783527374,
-0.25954681634902954,
0.04670467600226402,
-0.13766731321811676,
0.17255784571170807,
0.5177585482597351,
-0.016133593395352364,
-0.48169609904289246,
0.6803213357925415,
0.17863290011882782,
-0.10322406888008118,
0.17512334883213043,
-0.1825966089963913,
0.2950948178768158,
-0.581910252571106,
0.12325570732355118,
0.04334044083952904,
0.139530211687088,
0.5403628349304199,
0.4210467040538788,
-0.153180330991745,
-0.2878493666648865,
0.016041455790400505,
0.41462984681129456,
-0.4179356098175049,
-0.20075465738773346,
0.6881486773490906,
-0.8492507338523865,
-0.20117761194705963,
0.06297877430915833,
-0.07654965668916702,
-0.023433875292539597,
-0.09410227090120316,
-0.6189645528793335,
0.08870160579681396,
0.5058498978614807,
-0.21382564306259155,
0.397576242685318,
0.27580299973487854,
-0.04694861173629761,
0.44986629486083984,
-0.6682872176170349,
0.3515356183052063,
-0.22249475121498108,
-0.28028011322021484,
0.4736613929271698,
0.7814658880233765,
0.4664682149887085,
0.0718691498041153,
-0.21034662425518036,
-0.17803792655467987,
0.14224936068058014,
0.5123637914657593,
-0.12420261651277542,
0.007254783529788256,
0.2782565653324127,
0.11119876801967621,
-0.3395193815231323,
-0.3252241015434265,
-0.26889002323150635,
-0.49685418605804443,
-0.5280246138572693,
0.06782063096761703,
-0.46502724289894104,
0.42405635118484497,
-0.1630506068468094,
0.3049573004245758,
-0.11255458742380142,
-0.055917222052812576,
0.09971780329942703,
-0.31349802017211914,
-0.030781254172325134,
0.23449917137622833,
-0.07000415027141571,
1.219864010810852,
0.16959314048290253,
-0.07081742584705353,
-0.04305913299322128,
0.16462811827659607,
0.5061721205711365,
0.14068996906280518,
-0.045679256319999695,
0.2958296239376068,
0.08861445635557175,
0.8197851181030273,
-0.10101424902677536,
0.11299429833889008,
-0.17370641231536865,
-0.6135836839675903,
-0.030411716550588608,
0.35312193632125854,
-0.02560022845864296,
-0.029007557779550552,
-0.48031315207481384,
-0.757260799407959,
-0.15289436280727386,
-0.023589422926306725,
0.4770931899547577,
-0.23002782464027405,
-0.036230362951755524,
-0.37626323103904724,
-0.3774420917034149,
0.028760863468050957,
-0.5380570292472839,
0.6129367351531982,
-0.9444917440414429,
-0.13931657373905182,
0.04175835847854614,
0.5970154404640198,
-0.631676971912384,
-0.1962270885705948,
0.2365313023328781,
0.15294745564460754,
0.16109752655029297,
0.3064088523387909,
-0.5267052054405212,
0.0008659589220769703,
-0.3119734227657318,
-0.1638638824224472,
0.6697099804878235,
0.32297998666763306,
0.07985220849514008,
0.2667437195777893,
-0.2616775929927826,
-0.11532784253358841,
-0.2447959929704666,
-0.12288691848516464,
-0.40386447310447693,
0.295536071062088,
0.6272960305213928,
0.06450171768665314,
0.21315225958824158,
0.19322636723518372,
-0.6929412484169006,
-0.36289945244789124,
0.025631729513406754,
-0.5065212249755859,
0.025418957695364952,
0.004729200154542923,
0.4795132577419281,
0.24990978837013245,
0.0039780219085514545,
0.03815660998225212,
-0.1065957248210907,
-0.3480777144432068,
0.27184638381004333,
-1.0036834478378296,
1.2375519275665283,
-0.15364859998226166,
-0.2958800196647644,
0.7250640988349915,
-0.11633521318435669,
0.08971615135669708,
0.07537337392568588,
0.02116565965116024,
0.3631482720375061,
-0.4106896221637726,
-0.38311129808425903,
-0.24277016520500183,
-0.24554292857646942,
-0.029356349259614944,
-0.7562338709831238,
0.42151767015457153,
0.13355059921741486,
-0.06664250046014786,
0.13972875475883484,
-0.7126301527023315,
0.05663183704018593,
0.5079257488250732,
-0.009464564733207226,
0.6414961814880371,
0.029067130759358406,
-0.1099548265337944,
1.226882815361023,
-0.5904761552810669,
0.6974083781242371,
0.6181444525718689,
0.057828638702631,
0.28718042373657227,
0.6629303097724915,
0.2823604643344879,
0.6752914190292358,
-0.8698053359985352,
0.28000202775001526,
-0.15268029272556305,
0.15659447014331818,
-0.6637511849403381,
-0.3392980098724365,
0.30164825916290283,
0.30297571420669556,
-0.1997823268175125,
-0.11320942640304565,
0.0017807544209063053,
-0.08149149268865585,
0.32115867733955383,
-0.4924441874027252,
0.32755202054977417,
0.2548288106918335,
-0.6553440093994141,
-0.5584675669670105,
0.11058364063501358,
-0.7095907926559448,
-0.598888099193573,
0.11685338616371155,
0.10784128308296204,
0.18466264009475708,
-0.5440123677253723,
-0.3158968687057495,
0.08633750677108765,
0.2027800977230072,
-0.17587600648403168,
0.169241264462471,
0.2329932600259781,
0.01468200795352459,
-0.12017970532178879,
-0.14580953121185303,
0.31544390320777893,
0.2659555673599243,
-0.3851492404937744,
-0.7582480311393738,
-0.5761603713035583,
0.41488808393478394,
0.7700791954994202,
0.24779489636421204,
-0.1496007740497589,
-0.02068493328988552,
0.05344816669821739,
0.2975021302700043,
-0.6254903674125671,
0.04224361851811409,
0.5171612501144409,
-0.9404074549674988,
-0.7562310695648193,
0.040227171033620834,
0.5535022020339966,
0.5961471199989319,
-0.03186904266476631,
-0.0889296904206276,
-0.41525986790657043,
-0.03423893824219704,
-0.5183936357498169,
-0.4993612468242645,
-0.010393226519227028,
-0.010900197550654411,
0.5308046340942383,
-0.3644183576107025,
-0.3750770390033722,
0.4849402606487274,
0.49055302143096924,
-0.04666198417544365,
0.0701504498720169,
0.37602558732032776,
-0.16095660626888275,
-0.33622807264328003,
-0.035605013370513916,
-0.2695094048976898,
-0.17805135250091553,
0.04694924131035805,
-0.3140105903148651,
-0.3086341917514801,
0.49813112616539,
-6.028905391693115,
-0.21997632086277008,
-0.6063964366912842,
0.027926094830036163,
-0.6311092972755432,
0.1299833506345749,
0.5463606119155884,
0.09132154285907745,
0.3236533999443054,
-0.03765184432268143,
-0.04919862747192383,
0.2801297903060913,
-0.3221898674964905,
0.44537004828453064,
0.22124065458774567,
0.4258022904396057,
0.5700900554656982,
0.36959555745124817,
0.32537373900413513,
-0.02702910639345646,
-0.24134811758995056,
-0.26231759786605835,
-0.05632757768034935,
0.4286542534828186,
0.3565557301044464,
0.06326346099376678,
-0.7920013070106506,
0.11708251386880875,
-0.12971296906471252,
-0.12318985164165497,
-0.06780020147562027,
-0.41572093963623047,
-0.29993972182273865,
-0.27066099643707275,
0.3193826973438263,
0.1450202912092209,
0.5174326300621033,
0.07023081183433533,
0.2001490443944931,
-0.28330329060554504,
0.509290874004364,
0.5168640613555908,
-0.27218741178512573,
-0.16518665850162506,
0.2293802797794342,
-0.2845291793346405,
-0.39988118410110474,
0.08857854455709457,
-0.10131003707647324,
0.04032370448112488,
-0.2758086621761322,
-0.036848898977041245,
0.27169913053512573,
0.11621037125587463,
-0.11793777346611023,
-0.42802658677101135,
0.16451117396354675,
0.018578600138425827,
-0.39120355248451233,
0.30339348316192627,
0.26725202798843384,
-0.36407509446144104,
0.15104445815086365,
-0.7762027382850647,
-0.38056477904319763,
0.4274764358997345,
-0.7495619058609009,
-0.289153516292572,
-0.18509218096733093,
0.10560466349124908,
-0.41570359468460083,
0.19167594611644745,
0.27381885051727295,
-0.6440780758857727,
0.21297070384025574,
-0.432725191116333,
0.15868380665779114,
0.47558924555778503,
-0.21278418600559235,
0.07620245218276978,
-0.1326756477355957,
-0.3100448250770569,
-0.1321781575679779,
0.035419762134552,
0.004020233638584614,
-0.7754366993904114,
-0.31510666012763977,
-0.189031183719635,
-0.15142303705215454,
0.5122285485267639,
0.7822607159614563,
-0.21929387748241425,
0.6664860844612122,
0.5886352062225342,
0.6776226162910461,
0.223792165517807,
0.42351198196411133,
0.07679345458745956,
0.43130603432655334,
-0.5607369542121887,
0.5800177454948425,
-0.027448346838355064,
-0.36372610926628113,
-0.7055679559707642,
-0.05626213178038597,
0.36231574416160583,
-0.46454930305480957,
-0.12178749591112137,
0.6981053352355957,
-0.03163289651274681,
-0.21234093606472015,
-0.057553425431251526,
-0.563461184501648,
-0.20758235454559326,
0.35188159346580505,
0.17528779804706573,
-0.34906771779060364,
0.0891990140080452,
0.4064558744430542,
-0.19454899430274963,
-0.09027756750583649,
0.011179815046489239,
0.07367661595344543,
0.4218307435512543,
0.16919389367103577,
-0.36215823888778687,
0.16032616794109344,
0.41940486431121826,
-0.062499042600393295,
-0.11320580542087555,
0.44666433334350586,
0.5565400123596191,
-0.29346132278442383,
-0.2106332778930664,
0.17904531955718994,
-0.21605876088142395,
0.06960231810808182,
-0.28824344277381897,
0.16810278594493866,
-0.7138993144035339,
0.536734402179718,
0.15591029822826385,
0.09319594502449036,
0.31111523509025574,
0.2920301854610443,
-0.06392914056777954,
-0.15354499220848083,
-0.17620210349559784,
-0.4098493456840515,
-0.0582478791475296,
-0.442312628030777,
-0.6721715331077576,
-0.13778063654899597,
0.11603888869285583,
-0.3434750735759735,
-0.13153597712516785,
0.4506688117980957,
0.29978421330451965,
0.05227482691407204,
-0.08719684183597565,
0.5864352583885193,
-0.31394484639167786,
-0.6882262825965881,
0.18521417677402496,
0.11170092970132828,
-0.01383646298199892,
-0.5328529477119446,
0.23032943904399872,
0.006730333901941776,
0.8163411021232605,
0.22281426191329956,
-0.3702869415283203,
-0.3156663179397583,
-0.3883211612701416,
0.005029862746596336,
-0.21634425222873688,
0.011433571577072144,
0.30444350838661194,
-0.038968224078416824,
0.11299147456884384,
0.04543190449476242,
-0.5200872421264648,
-0.3735564947128296,
0.45445168018341064,
0.9979596734046936,
0.2969558537006378,
-0.00015403218276333064,
-0.060499317944049835,
-0.47831568121910095,
-0.4136433005332947,
0.09251533448696136,
0.011245421133935452,
0.4658322334289551,
-0.14341188967227936,
-0.017217332497239113,
-0.7834081649780273,
0.2543012499809265,
0.10073353350162506,
-0.3093189597129822,
-0.8366115093231201,
-0.16600629687309265,
0.4682735502719879,
-0.680289089679718,
0.4735211730003357,
0.4022010564804077,
-0.6621366739273071,
-0.3077976405620575,
-0.061143405735492706,
0.13199235498905182,
-0.2335636019706726,
-0.5532189607620239,
-0.29557928442955017,
-0.19343134760856628,
0.07976429909467697,
-0.2398577481508255,
-0.0022999264765530825,
0.5463196039199829,
-0.13634763658046722,
-0.453452467918396,
0.24682456254959106,
-0.006424363702535629,
-0.051299210637807846,
-0.5249252319335938,
-0.15632380545139313,
-0.33140358328819275,
-0.0469571128487587,
0.5552465319633484,
-0.41130635142326355,
-0.46588990092277527,
-0.21474775671958923,
0.4025862216949463,
0.15341655910015106,
0.14461392164230347,
-0.07174248993396759,
0.01564682461321354,
-0.47929713129997253,
-0.23771700263023376,
0.25003594160079956,
0.22765861451625824,
0.007466723211109638,
-0.3302733600139618,
0.4770006239414215,
-0.03193569928407669,
-0.3328813314437866,
0.006903760600835085,
0.12947453558444977,
0.23544694483280182,
-0.21580184996128082,
-0.9324754476547241,
-0.1488870531320572,
0.17324386537075043,
-0.33186987042427063,
0.2204989641904831,
-0.193130761384964,
0.8428362011909485,
0.13527747988700867,
-0.4657376706600189,
-0.607492208480835,
-0.30375438928604126,
0.5123273730278015,
-0.2650563418865204,
-0.36456233263015747,
0.007932454347610474,
-0.6248825192451477,
-0.011695503257215023,
0.4946868419647217,
-0.29791995882987976,
-0.28689056634902954,
0.1242852732539177,
-0.6333059668540955,
0.2406570315361023,
0.4395548701286316,
-0.22757236659526825,
0.4579981863498688,
0.3994392454624176,
-0.04448705539107323,
0.014063871465623379,
0.5115571618080139,
0.004336961545050144,
0.15803217887878418,
-0.38594257831573486,
-0.28886955976486206,
-0.11329390853643417,
-0.038034576922655106,
0.5683433413505554,
-0.20969624817371368,
0.49454113841056824,
0.24115638434886932,
0.3601573407649994,
-0.11682885140180588,
-0.13151243329048157,
0.21249760687351227,
-0.33391430974006653,
0.36309269070625305,
-0.25985220074653625,
0.10968643426895142,
0.747316837310791,
0.19719143211841583,
-0.08162268996238708,
0.04898577183485031,
0.014471064321696758,
0.5319081544876099,
0.7185003161430359,
-0.6461613178253174,
0.31441977620124817,
0.33913546800613403,
0.5918780565261841,
0.22362178564071655,
-0.2913438379764557,
-0.2381780445575714,
0.5058168768882751,
0.297980934381485,
0.48268619179725647,
0.48652929067611694,
-0.5461828708648682,
0.09545676410198212,
-0.14408226311206818,
-0.14991465210914612,
0.8116042613983154,
0.09330391138792038,
-0.08873192965984344,
0.277927041053772,
0.44648051261901855,
-0.3507770597934723,
-0.20897012948989868,
0.5807067155838013,
-0.3840506672859192,
-0.06548510491847992,
-0.30507299304008484,
0.39543190598487854,
0.5098522901535034,
0.5411477088928223,
-0.42891183495521545,
-0.01129873562604189,
0.1829935908317566,
0.359152227640152,
-0.25611335039138794,
-0.012108415365219116,
-0.4061114490032196,
0.405019074678421,
0.7042564749717712,
0.5794098973274231,
-0.4029783010482788,
-0.020684340968728065,
-0.18153196573257446,
0.3702755272388458,
0.08778533339500427,
0.14739656448364258,
-0.1638730764389038,
0.40294983983039856,
0.035016827285289764,
0.40779784321784973,
-0.17159336805343628,
0.46748459339141846,
-0.43206727504730225,
-0.3770279884338379,
0.2319759577512741,
0.07897298038005829,
0.01246541365981102,
0.42193931341171265,
0.29319366812705994,
0.6268491744995117,
-0.38100120425224304,
0.21631109714508057,
-0.026328520849347115,
-0.013563520275056362,
0.40951719880104065,
0.23717133700847626,
0.006986675318330526,
-0.050803329795598984,
-0.07495264708995819,
0.16214139759540558,
-0.1979532688856125,
0.02094377391040325,
-0.27384015917778015,
-0.39524349570274353,
-0.10989674925804138,
0.004825504496693611,
-0.004763886332511902,
0.07067889720201492,
0.05038176849484444,
0.22504302859306335,
-0.061092227697372437,
-0.3122323155403137,
-0.12507130205631256,
0.12681478261947632,
-0.373376727104187,
0.650762677192688,
0.48132774233818054,
-0.1766124814748764,
0.1618877500295639,
-0.6404053568840027,
-0.10799314826726913,
0.32234570384025574,
-0.17235906422138214,
0.1712944358587265,
-0.6857039928436279,
0.8171209692955017,
0.7777910232543945,
0.1267513632774353,
0.07713810354471207,
-0.6299003958702087,
-0.20511342585086823,
0.6211829781532288,
-0.5333166718482971,
0.25438544154167175,
-0.8936783075332642,
-0.3319547474384308,
-0.2965121269226074,
-0.0216551311314106,
0.6142656207084656,
-0.15191493928432465,
-0.3746190667152405,
0.045477863401174545,
-0.125286266207695,
0.4358598291873932,
0.4176560044288635,
-0.4147561490535736,
-0.06157610937952995,
-0.16233159601688385,
-0.3748217523097992,
-0.5191473960876465,
0.2920202314853668,
-0.06074220687150955,
0.5608301758766174,
-0.12332747131586075,
0.3383042514324188,
0.12507812678813934,
-0.11505717784166336,
0.48938292264938354,
0.26216721534729004,
0.08400841802358627,
-0.41489773988723755,
0.5238145589828491,
-0.330231636762619,
-0.02022615075111389,
0.21505135297775269,
0.2848569452762604,
0.17028844356536865,
-0.5210457444190979,
-0.6927703619003296,
-0.25252360105514526,
-0.25439250469207764,
0.3622206449508667,
-0.2862846553325653,
0.6642366647720337,
0.05489671602845192,
-0.25286784768104553,
-0.7612435221672058,
0.34595274925231934,
-0.19334053993225098,
0.025692544877529144,
-0.1727495640516281,
0.049279823899269104,
-0.4527066648006439,
0.4381483495235443,
0.27732518315315247,
-0.7157379388809204,
0.18327175080776215,
0.010038531385362148
] |
Standardized calibrated severity scores (CSS) have been created for Autism Diagnostic Observation Schedule, 2nd edition (ADOS-2) Modules 1-4 as a metric of the relative severity of autism-specific behaviors. Total and domain CSS were created for the Toddler Module to facilitate comparison to other modules. Analyses included 388 children with ASD age 12-30 months and were replicated on 435 repeated assessments from 127 children with ASD. Compared to raw scores, associations between total and domain CSS and participant characteristics were reduced in the original sample. Verbal IQ effects on Social Affect-CSS were not reduced in the replication sample. Toddler Module CSS increases comparability of ADOS-2 scores across modules and allows studies of symptom trajectories to extend to earlier ages. | [
-0.02304999902844429,
-0.0004290895303711295,
-0.026673413813114166,
0.007927493192255497,
0.023062681779265404,
0.008052467368543148,
0.009695105254650116,
-0.03204179182648659,
-0.009085671976208687,
-0.013906329870223999,
-0.002355333883315325,
0.002837189007550478,
0.01146714761853218,
0.016874002292752266,
0.01990882307291031,
-0.0013802963076159358,
-0.021684564650058746,
0.023663535714149475,
0.004846769385039806,
0.006043537519872189,
0.0004689934430643916,
-0.000644397921860218,
0.00894603505730629,
0.02438994124531746,
-0.030793767422437668,
0.0017514009959995747,
0.02653152495622635,
0.01194909680634737,
0.04897598549723625,
0.008765777572989464,
-0.051300834864377975,
0.0075145745649933815,
-0.013361457735300064,
-0.011861259117722511,
0.016889214515686035,
-0.015021524392068386,
-0.009026942774653435,
0.017371010035276413,
-0.03156714141368866,
-0.0059514641761779785,
-0.002010098658502102,
-0.007443498820066452,
-0.0010552674066275358,
0.01234136801213026,
-0.008721081539988518,
0.005030146334320307,
-0.011460302397608757,
-0.030581826344132423,
-0.031753432005643845,
0.011998681351542473,
-0.025712016969919205,
0.010112078860402107,
-0.01571127027273178,
-0.024761296808719635,
-0.0067472802475094795,
0.013117879629135132,
0.018786519765853882,
-0.012522833421826363,
-0.03014313615858555,
-0.005884026177227497,
-0.022457463666796684,
0.002353653544560075,
0.023475736379623413,
-0.007324776612222195,
-0.004281016997992992,
-0.06652852147817612,
0.013208345510065556,
-0.01793695241212845,
0.000610284972935915,
-0.012510593980550766,
0.00001549697481095791,
0.005992604419589043,
0.007289034780114889,
0.016218317672610283,
-0.047643937170505524,
0.0023265276104211807,
0.004148182459175587,
0.008324379101395607,
-0.0068495022132992744,
-0.013558508828282356,
0.0012678212951868773,
-0.00603494280949235,
0.004854663275182247,
0.014992984011769295,
-0.009748553857207298,
0.004161951597779989,
-0.01770195923745632,
-0.014291075989603996,
0.03603426739573479,
0.008247628808021545,
0.03347310423851013,
0.004693480208516121,
-0.021884221583604813,
-0.014334947802126408,
-0.006138616241514683,
-0.03647582232952118,
-0.0031925796065479517,
-0.010652280412614346,
0.008785386569797993,
-0.03519692271947861,
-0.011027159169316292,
0.0020712786354124546,
0.019601894542574883,
0.005200501065701246,
-0.023446690291166306,
0.011558897793293,
-0.0007084044627845287,
-0.002432393142953515,
-0.04393099248409271,
0.007079761475324631,
0.0026485533453524113,
0.004369935020804405,
0.012080932036042213,
0.016871511936187744,
0.016828646883368492,
-0.03412730246782303,
0.006432810798287392,
0.021286405622959137,
0.010907236486673355,
0.006316190119832754,
-0.0027958410792052746,
0.0032857118640094995,
0.008837960660457611,
0.025794900953769684,
-0.002300472930073738,
0.012192269787192345,
0.02028798498213291,
-0.0038356101140379906,
-0.02344743348658085,
0.0014742164639756083,
-0.012167312204837799,
-0.011110000312328339,
0.016926802694797516,
0.0029711644165217876,
-0.008244868367910385,
0.0018475237302482128,
0.005332063417881727,
0.007164469454437494,
0.011890821158885956,
0.0025234350468963385,
0.023204009979963303,
0.011991099454462528,
0.003908639773726463,
0.010640226304531097,
-0.00804499164223671,
-0.007006078492850065,
-0.0124904103577137,
0.012053677812218666,
-0.005980867426842451,
-0.0033789249137043953,
0.015417718328535557,
-0.01730252057313919,
-0.014527701772749424,
-0.027978193014860153,
0.027567321434617043,
-0.025467894971370697,
-0.004806440323591232,
0.0018011429347097874,
-0.005767899565398693,
0.0018461060244590044,
0.02006407454609871,
0.01005401462316513,
0.02989298477768898,
0.00836157612502575,
0.006498088128864765,
0.025642715394496918,
-0.010939843952655792,
-0.004401191137731075,
0.0070051224902272224,
0.0060207718051970005,
0.0007262298604473472,
0.006232593208551407,
0.02542901411652565,
0.01315668597817421,
0.00938483327627182,
-0.012659259140491486,
-0.00033659394830465317,
0.006392133887857199,
-0.009103657677769661,
0.06678551435470581,
0.02914619818329811,
-0.004982620477676392,
-0.02613244764506817,
-0.022291915491223335,
0.017777513712644577,
-0.005184854380786419,
-0.0008882679976522923,
-0.014455713331699371,
-0.03653895854949951,
-0.004102821461856365,
-0.006380862556397915,
0.01968301832675934,
0.023137642070651054,
-0.005833469331264496,
0.021652452647686005,
0.004659388214349747,
0.010676320642232895,
0.005394241772592068,
0.02991410717368126,
-0.0006001221481710672,
0.007743667811155319,
0.00862105656415224,
-0.016536559909582138,
0.04760132357478142,
0.020291486755013466,
0.004721194505691528,
0.0529993399977684,
-0.01800735667347908,
0.016325395554304123,
0.017065593972802162,
0.03946954384446144,
-0.0069136121310293674,
-0.011079974472522736,
-0.021095838397741318,
0.007333175279200077,
-0.015542536973953247,
0.021324871107935905,
0.01532738097012043,
-0.012921808287501335,
-0.01827559433877468,
0.0014880558010190725,
0.014867307618260384,
-0.00018986966460943222,
0.007946372963488102,
0.0354139469563961,
-0.004165029618889093,
-0.011714496649801731,
0.0046087088994681835,
-0.00493410462513566,
0.00995654333382845,
0.005245911423116922,
-0.013063540682196617,
-0.011704014614224434,
0.034004516899585724,
0.0067874351516366005,
0.0031857318244874477,
0.013226313516497612,
0.021541500464081764,
0.024830225855112076,
-0.009242488071322441,
-0.029877128079533577,
0.011539965867996216,
0.0026256719138473272,
-0.008038729429244995,
0.03254389762878418,
0.010918054729700089,
-0.007488288916647434,
-0.028711417689919472,
0.011330286040902138,
-0.02437642589211464,
0.00537751242518425,
-0.009135497733950615,
0.004230864346027374,
-0.007775122299790382,
0.01456412486732006,
-0.004259811714291573,
-0.015883352607488632,
-0.005477139726281166,
0.02382553741335869,
-0.005357909016311169,
0.006014970131218433,
0.009162215515971184,
0.010181319899857044,
0.022007662802934647,
-0.00479529332369566,
-0.004105778411030769,
0.013606511056423187,
0.0024060618598014116,
0.021838314831256866,
-0.000511180842295289,
0.010095627047121525,
-0.011354537680745125,
-0.004836170002818108,
-0.08087068796157837,
-0.01353856548666954,
-0.00014482182450592518,
0.026831232011318207,
0.008024409413337708,
0.01852315664291382,
0.00019833771511912346,
0.013603230938315392,
0.002952304668724537,
0.00393036799505353,
0.03941333293914795,
0.009869834408164024,
-0.011700808070600033,
0.002267667790874839,
-0.017249980941414833,
-0.012416775338351727,
0.0019846847280859947,
-0.008693881332874298,
-0.02141118049621582,
-0.007200612220913172,
-0.0166124626994133,
0.00604127487167716,
-0.0024913903325796127,
0.0017005144618451595,
0.001697848318144679,
-0.027726536616683006,
-0.007832696661353111,
-0.0072034914046525955,
-0.03317137062549591,
0.0011073392815887928,
-0.0033739209175109863,
0.010767415165901184,
0.005455799866467714,
0.003903026692569256,
0.004945660009980202,
0.03007333166897297,
-0.004520891699939966,
-0.0109528424218297,
0.013561241328716278,
-0.008808426558971405,
0.0020360476337373257,
0.007450195960700512,
-0.013513168320059776,
0.004663271829485893,
0.0030066915787756443,
0.005428916774690151,
-0.016479358077049255,
0.02204039879143238,
0.025419931858778,
-0.021366268396377563,
-0.03934480994939804,
-0.00505427923053503,
-0.00393791263923049,
0.004610206000506878,
-0.019891653209924698,
-0.00044166180305182934,
-0.04029636085033417,
0.038329772651195526,
-0.01111078541725874,
0.002543800510466099,
0.00026777666062116623,
-0.006402730941772461,
-0.0016215750947594643,
0.016713997349143028,
0.007304270751774311,
-0.020177919417619705,
0.0021807830780744553,
-0.01771913468837738,
-0.004532085731625557,
0.012122610583901405,
0.026690298691391945,
0.030077438801527023,
-0.024084176868200302,
-0.006304245907813311,
-0.004070598166435957,
-0.02032868191599846,
-0.015367587096989155,
-0.0014754593139514327,
-0.006369384005665779,
-0.013317952863872051,
-0.04639224708080292,
0.010972047224640846,
0.004068632144480944,
0.01956520974636078,
-0.009710704907774925,
-0.006758439354598522,
0.005568681750446558,
0.00942322239279747,
0.01910661719739437,
-0.009413698688149452,
0.025098025798797607,
-0.010215599089860916,
0.049671806395053864,
0.010820809751749039,
0.03517266362905502,
-0.0005892647895962,
-0.0038292391691356897,
-0.008984987623989582,
-0.003390464000403881,
0.009847302921116352,
0.03132566437125206,
-0.004781695082783699,
-0.02373424358665943,
-0.012413904070854187,
-0.013445869088172913,
0.01037951372563839,
-0.0030022705905139446,
-0.001444046152755618,
1.4761462807655334e-7,
-0.0068605998530983925,
0.0024394039064645767,
0.0021058721467852592,
-0.003339603077620268,
0.018874891102313995,
0.01218445971608162,
0.025029197335243225,
0.003631620667874813,
0.006438347976654768,
0.07216852158308029,
0.00413507129997015,
0.0103045254945755,
-0.009923616424202919,
-0.0011512369383126497,
-0.014107948169112206,
-0.0289851613342762,
-0.017741989344358444,
0.0021511362865567207,
0.015014607459306717,
0.011886624619364738,
-0.019281815737485886,
-0.006006256211549044,
0.02385362796485424,
-0.017545117065310478,
0.0029495209455490112,
0.02842213585972786,
-0.005722499452531338,
-0.0035374811850488186,
-0.003140965010970831,
0.00860208086669445,
-0.003288478124886751,
-0.008974185213446617,
0.0028117189649492502,
0.01099189929664135,
-0.016185007989406586,
-0.0012364322319626808,
-0.01765737682580948,
-0.004663110710680485,
0.009148475714027882,
-0.017636090517044067,
0.05191433057188988,
-0.004924048203974962,
-0.0061333999037742615,
-0.015433436259627342,
-0.023930974304676056,
0.01726958155632019,
-0.015346509404480457,
0.017918094992637634,
-0.007219994440674782,
0.0023652538657188416,
-0.01609719544649124,
0.011272882111370564,
0.009003717452287674,
-0.003268064931035042,
-0.013909736648201942,
0.0022088598925620317,
-0.0074838330037891865,
-0.0063199433498084545,
0.012457563541829586,
-0.018747325986623764,
0.0014384485548362136,
0.015333171933889389,
0.03269435465335846,
-0.014741442166268826,
0.017941003665328026,
-0.014424243941903114,
-0.0012495862320065498,
-0.013813049532473087,
-0.0350196436047554,
-0.02421157993376255,
-0.018789142370224,
0.009960065595805645,
0.011305686086416245,
-0.02744695171713829,
-0.013217844069004059,
0.00950960349291563,
-0.01269519329071045,
0.009165547788143158,
-0.03939765319228172,
0.011934849433600903,
-0.004856887273490429,
0.00013810908421874046,
-0.017974115908145905,
-0.0271258894354105,
0.0028937056194990873,
-0.011583901010453701,
-0.010603418573737144,
-0.0051120915450155735,
-0.01355692557990551,
-0.01661480963230133,
-0.03643284738063812,
-0.008086932823061943,
-0.01762843132019043,
0.014850225299596786,
-0.011126283556222916,
-0.01436777226626873,
-0.07410953938961029,
0.021412134170532227,
0.03365514799952507,
-0.01318570040166378,
-0.009397385641932487,
0.018865272402763367,
-0.007042418699711561,
-0.005108358338475227,
-0.0058048381470143795,
-0.007965994998812675,
0.005101960618048906,
0.01458028145134449,
-0.0060953414067626,
-0.0006953254342079163,
0.012318776920437813,
0.0052177999168634415,
-0.014876973815262318,
0.005087764002382755,
0.008770846761763096,
0.005930311046540737,
0.03008873201906681,
0.010847790166735649,
-0.001109264325350523,
-0.006100688595324755,
-0.002885277848690748,
-0.08088965713977814,
0.006696207914501429,
-0.0010168435983359814,
0.012019416317343712,
-0.023944424465298653,
-0.005277983844280243,
0.033419474959373474,
-0.0013103040400892496,
-0.02943628467619419,
-0.014069648459553719,
-0.011608224362134933,
-0.009718907997012138,
0.02233395352959633,
-0.01469055749475956,
0.015348106622695923,
0.0061655193567276,
0.0031582368537783623,
-0.021320056170225143,
0.014521936886012554,
0.028249993920326233,
-0.005870836321264505,
0.021134357899427414,
-0.0022059164475649595,
-0.0007107357960194349,
-0.009883647784590721,
-0.019133586436510086,
-0.027556326240301132,
0.02476409822702408,
0.019228866323828697,
-0.015833746641874313,
0.029550455510616302,
0.00044543249532580376,
-0.011926280334591866,
-0.03163059055805206,
0.01709047518670559,
-0.011152029037475586,
0.025646843016147614,
-0.03600568324327469,
0.015361972153186798,
0.001349040074273944,
-0.01440177671611309,
0.03338349610567093,
0.017555881291627884,
0.015510747209191322,
0.0035699030850082636,
0.0008781650103628635,
0.010904684662818909,
-0.009214155375957489,
-0.00489418301731348,
0.0009437541011720896,
0.019097603857517242,
0.01489175297319889,
0.019385144114494324,
0.031937211751937866,
0.013045050203800201,
0.003680517664179206,
-0.012753926217556,
0.026604462414979935,
-0.00881480798125267,
0.013860964216291904,
-0.010788322426378727,
0.005559294484555721,
-0.0018506469205021858,
0.07224610447883606,
-0.041188448667526245,
0.015166407451033592,
0.007398739457130432,
0.016633525490760803,
-0.003343746066093445,
-0.0038482770323753357,
-0.0034984806552529335,
0.019588392227888107,
-0.005901604890823364,
-0.030577493831515312,
0.0037184287793934345,
0.013678374700248241,
0.010810934007167816,
0.01633067987859249,
0.010359354317188263,
-0.03293757140636444,
0.009829621762037277,
0.0064983363263309,
0.01867285743355751,
0.029448138549923897,
0.036457691341638565,
-0.004378191195428371,
-0.018659546971321106,
-0.02425849437713623,
-0.0018217653268948197,
-0.0036095241084694862,
-0.008039637468755245,
-0.01403424795717001,
-0.012992221862077713,
-0.034510258585214615,
-0.02494092285633087,
0.00789733324199915,
0.020920436829328537,
0.028176430612802505,
0.013961328193545341,
0.02928551658987999,
0.012507084757089615,
-0.02830193191766739,
-0.014507686719298363,
-0.0028767744079232216,
-0.010681211948394775,
0.012336783111095428,
0.020422901958227158,
-0.012260540388524532,
-0.017208967357873917,
-0.006722888443619013,
-0.008295547217130661,
-0.0008648773655295372,
0.011593916453421116,
-0.01850094646215439,
0.00894481036812067,
0.004585708025842905,
-0.03869154304265976,
0.00558192003518343,
0.044142723083496094,
0.010667161084711552,
0.013918141834437847,
-0.012201773002743721,
-0.012078380212187767,
-0.016137689352035522,
-0.007387490477412939,
-0.0015609334222972393,
0.0013576456112787127,
0.0020712881814688444,
0.012572767212986946,
0.023490525782108307,
-0.013501191511750221,
-0.003352188505232334,
0.01290861051529646,
-0.03971894085407257,
-0.0114582609385252,
0.006882343906909227,
-0.014415215700864792,
0.009910514578223228,
0.01848195679485798,
-0.022554567083716393,
-0.003860446624457836,
0.019798438996076584,
0.02081998623907566,
-0.021336764097213745,
0.04988127201795578,
-0.013014111667871475,
-0.029899677261710167,
0.01674075424671173,
0.006427156273275614,
0.007022438570857048,
0.01237084437161684,
0.0034606801345944405,
0.005380615592002869,
0.03684515506029129,
0.01342025026679039,
0.001916455221362412,
-0.0006440775468945503,
0.00693063298240304,
0.034076910465955734,
0.016063040122389793,
0.005691078491508961,
-0.008235926739871502,
-0.002859700471162796,
0.017192184925079346,
0.02945823222398758,
-0.008525852113962173,
0.04449466988444328,
-0.0060250284150242805,
0.006317525170743465,
0.002948068082332611,
0.017792958766222,
-0.02039712853729725,
0.012048446573317051,
0.01494435966014862,
-0.014133254997432232,
0.022305719554424286,
0.02768823318183422,
-0.010600043460726738,
-0.00922564510256052,
-0.010181119665503502,
-0.023492924869060516,
-0.00868261232972145,
-0.008572842925786972,
0.028724264353513718,
0.0058941589668393135,
-0.0030121561139822006,
-0.023567045107483864,
0.010819192044436932,
0.006226899102330208,
-0.008036894723773003,
-0.012615450657904148,
0.011509794741868973,
-0.020686641335487366,
0.027328332886099815,
-0.004804684780538082,
0.0169551819562912,
-0.03864293545484543,
-0.026996111497282982,
-0.024041788652539253,
0.0035582140553742647,
0.011899000033736229,
0.010832186788320541,
0.005415366496890783,
0.01351526752114296,
0.004690175876021385,
0.009701170958578587,
-0.006898567080497742,
0.006988557055592537,
-0.01240818202495575,
0.013703340664505959,
0.003911309409886599,
0.00023396266624331474,
-0.01333547942340374,
0.028933420777320862,
0.014812801964581013,
0.016236089169979095,
-0.006842741742730141,
0.010353882797062397,
0.013772109523415565,
-0.004740243777632713,
0.039965659379959106,
-0.044380057603120804,
-0.0030464325100183487,
0.004229839891195297,
-0.0014920439571142197,
-0.0013554997276514769,
-0.0236958097666502,
-0.007064027711749077,
0.005789948161691427,
-0.004530000034719706,
0.030714621767401695,
-0.017236964777112007,
-0.011035212315618992,
0.02986280247569084,
-0.016055811196565628,
-0.01642793044447899,
0.02537844516336918,
-0.010107012465596199,
-0.006293376442044973,
-0.01463769655674696,
0.04328944534063339,
-0.018671106547117233,
0.016739975661039352,
0.02727103978395462,
-0.03514571860432625,
0.0063266935758292675,
-0.013095581904053688,
-0.004617360420525074,
0.00591490650549531,
-0.011833790689706802,
0.008699677884578705,
0.0064794933423399925,
-0.009526051580905914,
-0.01576404459774494,
-0.048884570598602295,
-0.024649105966091156,
0.006448312662541866,
0.01577937975525856,
0.01464368961751461,
-0.019783668220043182,
0.00628849770873785,
0.009968260303139687,
-0.009503139182925224,
0.0034901646431535482,
-0.015188587829470634
] | [
0.05226990208029747,
0.050641998648643494,
0.24520157277584076,
0.3017825186252594,
-0.2861049771308899,
0.7971203327178955,
0.46873003244400024,
-0.18356788158416748,
0.07475529611110687,
-0.5863028168678284,
0.15847165882587433,
0.20058028399944305,
0.2508908212184906,
-0.10439542680978775,
-0.31473395228385925,
0.4290723502635956,
0.6299928426742554,
0.16458001732826233,
-0.08855877071619034,
-0.28325626254081726,
-0.29336002469062805,
-0.6222363710403442,
0.45996057987213135,
-0.49264809489250183,
0.0304397065192461,
0.44036608934402466,
0.6295090913772583,
0.2811128497123718,
-0.022066866979002953,
-0.2431107610464096,
-0.14071577787399292,
1.0718830823898315,
-0.21002410352230072,
-0.3343116044998169,
-0.40935006737709045,
0.24108575284481049,
-0.25113266706466675,
-0.11521365493535995,
0.0766853615641594,
-0.7489650249481201,
-0.09659254550933838,
-0.46624764800071716,
-0.28885355591773987,
-0.03618631511926651,
-0.046510014683008194,
-0.09700359404087067,
-1.0272021293640137,
-0.21184881031513214,
-0.3025766909122467,
0.10915377736091614,
-0.3052169680595398,
0.6505527496337891,
0.25114905834198,
0.06269623339176178,
-0.07873216271400452,
0.03449102118611336,
-0.4441988170146942,
-0.08011221140623093,
0.04428156092762947,
-0.23755359649658203,
0.4776970148086548,
0.19316744804382324,
0.20194031298160553,
0.5294234752655029,
-0.29452380537986755,
-0.06873307377099991,
0.08263411372900009,
0.2123919576406479,
-0.4047642648220062,
0.041659992188215256,
-0.06364617496728897,
-0.07091795653104782,
-0.1441275030374527,
0.22243621945381165,
-0.0943089947104454,
0.3469344973564148,
-0.2820647358894348,
-0.19413501024246216,
0.2238726019859314,
-0.2069525122642517,
0.14044775068759918,
0.1665978878736496,
0.9583173990249634,
-0.3706592321395874,
0.3776831030845642,
0.3107921779155731,
0.3138837218284607,
0.2624543011188507,
-0.3759342133998871,
0.48740532994270325,
-0.11341063678264618,
-0.16666452586650848,
0.698345422744751,
0.28786537051200867,
0.5490117073059082,
0.3537023067474365,
-0.17573978006839752,
0.08373827487230301,
0.5693560838699341,
0.1995619833469391,
0.13681167364120483,
0.15235084295272827,
-0.015971573069691658,
0.021123940125107765,
-0.5376140475273132,
-0.23069655895233154,
0.016097601503133774,
-0.5617293119430542,
-0.3547901213169098,
-0.15648780763149261,
-0.8275927901268005,
0.19384528696537018,
0.1154094785451889,
0.15988197922706604,
-0.3303889334201813,
-0.0014312287094071507,
0.1154329851269722,
0.29397663474082947,
-0.017261603847146034,
0.10929664969444275,
-0.22279325127601624,
0.5463624596595764,
0.012817741371691227,
0.05471084266901016,
0.36275726556777954,
0.569221019744873,
0.5620094537734985,
0.37752872705459595,
0.233008474111557,
0.18670840561389923,
-0.06384764611721039,
0.15304969251155853,
0.3095579445362091,
-0.16602447628974915,
-0.3092658221721649,
-0.39212584495544434,
0.3101268410682678,
-0.2470630556344986,
0.11611805856227875,
0.5513019561767578,
-0.1989227682352066,
-0.49381017684936523,
-0.08626970648765564,
-0.4301619827747345,
0.17333132028579712,
-0.4453587830066681,
0.03944679722189903,
0.4199409782886505,
-0.509422779083252,
0.26490524411201477,
0.4163059890270233,
-0.22258737683296204,
-0.334696888923645,
-0.3207344114780426,
0.3402588665485382,
0.35401472449302673,
-0.5677215456962585,
0.09869090467691422,
-0.11130348592996597,
0.26541048288345337,
0.22312922775745392,
0.47668346762657166,
-0.3261108696460724,
0.05007564276456833,
0.7100956439971924,
-0.1254606544971466,
-0.12527814507484436,
0.14314599335193634,
-0.19298627972602844,
-0.04363875091075897,
0.34500908851623535,
-0.07101333886384964,
-0.16963635385036469,
-0.23397473990917206,
-0.683742880821228,
-0.18377980589866638,
0.08799424767494202,
0.30168774724006653,
0.04809008538722992,
-0.15174201130867004,
-0.34515392780303955,
-0.14250539243221283,
0.3868715465068817,
-0.13377778232097626,
0.27118897438049316,
0.042787108570337296,
0.6735693216323853,
-0.3219500184059143,
-0.25536778569221497,
0.1033063679933548,
-0.32845455408096313,
-0.24607603251934052,
0.7343038320541382,
-0.35018137097358704,
1.1810569763183594,
-0.3826797902584076,
0.011245593428611755,
1.035701036453247,
0.07562277466058731,
0.18754900991916656,
0.20365484058856964,
-0.1897863745689392,
0.5109115242958069,
0.12972024083137512,
-0.43206894397735596,
0.014892698265612125,
-0.3947623074054718,
-0.09889798611402512,
-0.5178710222244263,
-0.006450632121413946,
-0.03784182667732239,
-0.4034045934677124,
-0.36511823534965515,
0.2671440839767456,
0.11553806066513062,
-0.10069197416305542,
0.2295019030570984,
-0.005352602805942297,
0.1960223764181137,
-0.2839973568916321,
0.6971345543861389,
-0.581680953502655,
0.3254508376121521,
0.06508977711200714,
-0.6188477873802185,
0.15323586761951447,
0.39833468198776245,
-0.02322806976735592,
0.6806299686431885,
-0.9322195053100586,
0.00726694380864501,
0.12766499817371368,
0.7678689956665039,
-0.3950960040092468,
0.292982280254364,
0.14251045882701874,
-0.18968304991722107,
-0.4890403747558594,
0.2577880024909973,
0.005281704943627119,
-0.341088205575943,
0.4541582763195038,
0.1944858580827713,
-0.10627942532300949,
0.23061880469322205,
-0.008054625242948532,
0.21484214067459106,
0.5819001793861389,
-1.0163573026657104,
0.13864636421203613,
0.05309772118926048,
0.41728100180625916,
-0.09035463631153107,
-0.07927652448415756,
-0.3847277760505676,
0.3676353991031647,
0.0078910943120718,
-0.9947081804275513,
-0.3864210546016693,
-0.21119943261146545,
0.12208602577447891,
0.10870116204023361,
0.13491860032081604,
0.18382631242275238,
0.0842968299984932,
-0.999437689781189,
-0.7236981987953186,
-0.13938473165035248,
0.46423935890197754,
0.6920953989028931,
0.36970189213752747,
-0.2984253168106079,
-0.4508384168148041,
0.06698562204837799,
-0.009929370135068893,
-0.6390730142593384,
0.26578083634376526,
0.024174155667424202,
-0.5602768659591675,
-0.284589022397995,
0.24126893281936646,
0.24636229872703552,
0.9229626655578613,
-0.11024727672338486,
0.24400240182876587,
-0.5666629672050476,
0.34710660576820374,
-0.46186602115631104,
-0.012709940783679485,
-0.5487229824066162,
0.3804236948490143,
0.6059060096740723,
-0.10941138863563538,
-0.2439860850572586,
0.4994012117385864,
0.1449011117219925,
-0.09915672987699509,
0.7648676633834839,
0.6357468366622925,
0.13240809738636017,
-0.08066121488809586,
-0.01804259419441223,
0.24755807220935822,
0.06795161962509155,
-0.041491877287626266,
0.03677956387400627,
-0.6430357694625854,
-0.12059027701616287,
-5.995611190795898,
-0.1593337208032608,
-0.8872694969177246,
-0.3828434944152832,
-0.5678552985191345,
0.21145878732204437,
0.7820075750350952,
-0.49545958638191223,
-0.0647602528333664,
0.4112274646759033,
0.14539361000061035,
0.4638453722000122,
0.07192780077457428,
0.24758514761924744,
0.0431639701128006,
0.03480014204978943,
0.05339425802230835,
-0.3165484666824341,
0.10728199779987335,
0.284471333026886,
0.35090360045433044,
-0.37821269035339355,
-0.0939885750412941,
0.38207945227622986,
0.22094763815402985,
0.5513652563095093,
-0.4362342953681946,
-0.08572892099618912,
-0.3482235372066498,
-0.46706560254096985,
0.001368167344480753,
-0.6869324445724487,
-0.5137595534324646,
-0.11202362924814224,
0.3353417217731476,
-0.14788198471069336,
0.481549471616745,
0.4149746000766754,
0.14143779873847961,
-0.5059574246406555,
0.1725529283285141,
-0.17024758458137512,
-0.07959526032209396,
-0.2207728922367096,
-0.07487405836582184,
0.4077138304710388,
-0.09649671614170074,
0.19365227222442627,
-0.5391230583190918,
0.6185512542724609,
0.008092386648058891,
-0.11950438469648361,
-0.4139508306980133,
0.2220766544342041,
-0.3784155547618866,
-0.17887605726718903,
0.25537773966789246,
0.16254635155200958,
-0.5816739201545715,
0.4889117479324341,
-0.00213475595228374,
0.2319173514842987,
-0.3269629180431366,
-0.9877254366874695,
-0.047241341322660446,
-0.18331865966320038,
-0.9320923686027527,
-0.17707371711730957,
-0.042748864740133286,
0.3685939311981201,
-0.16518782079219818,
-0.41117820143699646,
0.2101161628961563,
-0.49625054001808167,
0.42755696177482605,
-0.6257308125495911,
0.39313197135925293,
0.28854143619537354,
-0.27593833208084106,
0.024090681225061417,
-0.3222935199737549,
-0.6024661660194397,
0.47988802194595337,
0.14925172924995422,
0.2770974934101105,
0.1868998259305954,
-0.3951379358768463,
0.054052382707595825,
0.17279468476772308,
-0.01632509008049965,
0.5708271265029907,
-0.41428184509277344,
-0.023250531405210495,
0.6086040139198303,
0.29705145955085754,
0.02997962199151516,
0.8982490301132202,
0.47882506251335144,
0.30840003490448,
-0.41012829542160034,
0.2747717797756195,
0.14744633436203003,
-0.13683629035949707,
-0.8655691146850586,
-0.6174355149269104,
0.38814133405685425,
-0.7228540778160095,
0.12290914356708527,
0.749772310256958,
-0.7423785328865051,
0.24234481155872345,
-0.6499461531639099,
-0.2944376468658447,
-0.01711488887667656,
0.4394146800041199,
0.02530650608241558,
-0.24339979887008667,
0.390352338552475,
-0.234866663813591,
0.01114561315625906,
0.028315426781773567,
-0.28909140825271606,
-0.5256027579307556,
0.18954451382160187,
-0.6431850790977478,
-0.5794980525970459,
0.0544462725520134,
0.5594482421875,
-0.7712047696113586,
0.29403257369995117,
0.33303818106651306,
0.2301119565963745,
-0.39152494072914124,
-0.017517145723104477,
0.14939479529857635,
-0.5107090473175049,
-0.6698741912841797,
0.5223953127861023,
0.5665014982223511,
-0.20207718014717102,
0.6044270396232605,
0.1350596398115158,
0.2867749035358429,
-0.32028457522392273,
0.2432454228401184,
-0.20570418238639832,
0.004386587999761105,
-0.5657978057861328,
-0.28443148732185364,
-0.2718554735183716,
0.3182826638221741,
-0.2820093333721161,
-0.11723239719867706,
0.37938228249549866,
-0.5427552461624146,
0.33507758378982544,
0.38743871450424194,
0.17948466539382935,
-0.13262397050857544,
-0.5460897088050842,
0.21695956587791443,
0.12567393481731415,
-1.233717918395996,
-0.3694053292274475,
0.32344457507133484,
-0.3687901198863983,
-0.23860040307044983,
0.12421121448278427,
-0.06191558763384819,
0.4042953550815582,
0.026043901219964027,
-0.8803358674049377,
0.40400272607803345,
-0.3275175094604492,
-0.0741528645157814,
0.11682695895433426,
-0.18760916590690613,
-0.6288700103759766,
-0.0609479621052742,
0.17400118708610535,
-0.2317095845937729,
-0.607199490070343,
-0.31130659580230713,
0.05803927406668663,
0.1830238550901413,
0.6282538175582886,
-0.3730050027370453,
0.444425493478775,
-0.11430711299180984,
-0.16810765862464905,
0.41879796981811523,
-0.5270059704780579,
0.25317898392677307,
0.19696040451526642,
-0.4374459683895111,
-0.3006722629070282,
0.4102424085140228,
0.7366865277290344,
0.03617185354232788,
-0.01649818755686283,
-0.1555117666721344,
0.11079331487417221,
-0.018188390880823135,
0.23067785799503326,
0.39191246032714844,
-0.314860075712204,
-0.0560867004096508,
0.6132277250289917,
-0.7637240290641785,
-0.3797169029712677,
-0.4664808213710785,
-0.7893486618995667,
-0.460363507270813,
-0.03959958627820015,
0.09750409424304962,
-0.16860328614711761,
0.21043939888477325,
-0.608234703540802,
-0.25799062848091125,
0.24498622119426727,
0.3703320324420929,
-0.03891189023852348,
-0.4895731210708618,
-0.19910737872123718,
-0.4315243065357208,
-0.2516920566558838,
0.6226272583007812,
-0.7792990803718567,
0.34126177430152893,
0.15960633754730225,
0.13722355663776398,
0.16989485919475555,
0.4494519829750061,
0.42011094093322754,
-0.3250875771045685,
-0.4593890309333801,
-0.7561594247817993,
0.26618319749832153,
0.11376103013753891,
-0.018713150173425674,
-0.1777849942445755,
0.5379754304885864,
0.024215256795287132,
-0.3796639144420624,
0.1078982874751091,
-0.43564772605895996,
0.2571142911911011,
-0.5703596472740173,
-0.29466235637664795,
0.4389447569847107,
0.2972777485847473,
-0.49640360474586487,
-0.22646291553974152,
0.09758812934160233,
1.2269036769866943,
0.3621528148651123,
-0.2294047772884369,
-0.6914682984352112,
-0.1645239144563675,
0.43852749466896057,
-0.16549088060855865,
-0.14570879936218262,
-0.03735736384987831,
0.16518886387348175,
0.1175747737288475,
0.20882172882556915,
0.10137155652046204,
-0.4177786707878113,
0.2524901330471039,
-0.48812204599380493,
0.41461530327796936,
-0.0456373393535614,
0.5937238931655884,
0.5615065693855286,
0.036206990480422974,
-0.36789241433143616,
-0.031234681606292725,
0.6391845345497131,
0.3920386731624603,
0.3036274015903473,
0.04078023135662079,
-0.3389642834663391,
0.4994000494480133,
-0.0914759561419487,
0.021585578098893166,
-0.33237627148628235,
0.08935804665088654,
-0.20371723175048828,
-0.20442317426204681,
-0.06961581110954285,
0.10149828344583511,
0.02259693667292595,
-0.955902636051178,
-0.20384205877780914,
-0.5663787126541138,
0.2377701848745346,
0.15955990552902222,
0.36369696259498596,
0.26495087146759033,
0.23675328493118286,
0.2535407543182373,
0.8065065741539001,
0.4652307629585266,
-0.3563413918018341,
-0.19256633520126343,
0.23960398137569427,
0.4006970226764679,
-0.18202431499958038,
-0.18804101645946503,
0.33599162101745605,
0.11907938867807388,
-0.34400540590286255,
0.5752459168434143,
0.2211177796125412,
-0.6094669103622437,
0.15463028848171234,
0.0662742406129837,
0.044307682663202286,
0.7783769369125366,
0.18224291503429413,
-0.04408681392669678,
0.5895550847053528,
0.9601914286613464,
-0.10067089647054672,
-0.4579097032546997,
0.6488566398620605,
0.3928910791873932,
-0.0226073507219553,
0.16090700030326843,
0.557385265827179,
0.5208534598350525,
0.4816786050796509,
-0.09300222992897034,
0.3179681599140167,
0.32103464007377625,
0.01848919689655304,
-0.3662067949771881,
-0.008919570595026016,
0.10315904766321182,
-0.1766754686832428,
0.661854088306427,
-0.023839423432946205,
0.0797625184059143,
0.17270518839359283,
-0.1362483948469162,
0.5096184611320496,
-0.22348470985889435,
0.3220619559288025,
0.08860481530427933,
-0.004568642470985651,
0.1088123619556427,
-0.21928690373897552,
-0.030696352943778038,
0.45907506346702576,
-0.20572562515735626,
0.030047288164496422,
0.4876805245876312,
-0.15626324713230133,
-0.6610972881317139,
0.15161854028701782,
-0.3045784831047058,
0.2752848267555237,
-0.031542886048555374,
0.16187700629234314,
-0.32423070073127747,
-0.378913551568985,
0.8749330043792725,
0.4522407054901123,
-0.20124198496341705,
-0.2509256899356842,
-0.14119954407215118,
0.1656132936477661,
-0.15649399161338806,
0.5616530179977417,
0.010053099133074284,
-0.590576171875,
0.2348218411207199,
-0.2639760375022888,
0.1727997064590454,
0.04728831723332405,
-0.28936395049095154,
-0.3370921015739441,
-0.33804190158843994,
-0.683072566986084,
0.05607014521956444,
-0.2325529307126999,
0.2685663402080536,
-0.1431032419204712,
0.16344118118286133,
0.03456989675760269,
0.14254355430603027,
-0.49796128273010254,
0.027433831244707108,
-0.13628320395946503,
-0.5648928284645081,
-0.0822015106678009,
-0.334369957447052,
0.47862982749938965,
0.44519051909446716,
0.2535223364830017,
-0.1589476317167282,
-0.07028687000274658,
-0.49006322026252747,
0.002293158322572708,
-0.5796674489974976,
0.6265508532524109,
-0.2553081512451172,
-0.04701099544763565,
-0.03472861647605896,
-0.12481281906366348,
0.6674690842628479,
0.3974750339984894,
-0.22648535668849945,
0.34184548258781433,
-0.3781111240386963,
0.0837319865822792,
0.4724418520927429,
-0.2821492850780487,
-0.03801100701093674,
-0.3573087155818939,
-0.11439669877290726,
-0.11747509241104126,
0.5672245621681213,
-0.21309374272823334,
-0.18519464135169983,
0.11169592291116714,
0.08070721477270126,
0.3441438674926758,
0.1300257295370102,
0.02745298109948635,
-0.2634632885456085,
-0.2578488886356354,
-0.0475425198674202,
0.6344420909881592,
-0.8912007808685303,
-0.057690735906362534,
0.07969360053539276,
-0.2793112099170685,
0.4298785924911499,
-0.14328785240650177,
-0.21857808530330658,
-0.46880418062210083,
0.16944767534732819,
0.17938798666000366,
0.38866740465164185,
0.5870152115821838,
-0.8494052290916443,
-0.6190548539161682,
-0.41991880536079407,
0.18969331681728363,
-0.062280986458063126,
0.23958787322044373,
-0.6336398720741272,
0.07161492109298706,
-0.043074000626802444,
-0.3647218942642212,
-0.3541048765182495,
-0.4244075119495392,
0.005607303697615862,
-0.1762833297252655
] |
In recent years, encrypted databases have emerged as a promising direction that provides data confidentiality without sacrificing functionality: queries are executed on encrypted data. However, existing practical proposals rely on a set of weak encryption schemes that have been shown to leak sensitive data. In this paper, we propose Arx, a practical and functionally rich database system that encrypts the data only with semantically secure encryption schemes. We show that Arx supports real applications such as ShareLaTeX and a health data cloud provider with a modest performance overhead. | [
0.021383730694651604,
0.011882049962878227,
-0.009332212619483471,
0.0038887953851372004,
-0.012454857118427753,
-0.029386384412646294,
0.007912145927548409,
-0.009763157926499844,
-0.01090605091303587,
-0.028879741206765175,
-0.012061812914907932,
0.005511032417416573,
-0.0071644834242761135,
0.017077265307307243,
0.0076072001829743385,
-0.014961726032197475,
0.009291278198361397,
0.002697705291211605,
0.012198914773762226,
-0.0003866523620672524,
0.016929978504776955,
0.024910058826208115,
0.007430752739310265,
0.01647741161286831,
-0.0006212281878106296,
-0.008939769119024277,
0.004342533182352781,
-0.00400627451017499,
-0.014084271155297756,
-0.0021763278637081385,
-0.010881052352488041,
-0.01063980907201767,
0.01146907638758421,
-0.011165267787873745,
0.0069458214566111565,
-0.005886603146791458,
-0.005436550825834274,
0.021591169759631157,
0.01000291295349598,
-0.0036508815828710794,
0.0072833639569580555,
-0.0065879374742507935,
0.0020375577732920647,
0.009300589561462402,
-0.006457400042563677,
0.010170980356633663,
0.0010057509643957019,
0.03374451771378517,
-0.005980537738651037,
0.007643812336027622,
-0.013196437619626522,
-0.023688126355409622,
-0.0010880938498303294,
0.0003438350395299494,
-0.004807478282600641,
-0.0157083198428154,
0.014097295701503754,
0.0024706388358026743,
0.0033424636349081993,
-0.008305481635034084,
0.008357820101082325,
0.03671417385339737,
-0.014230003580451012,
-0.010652544908225536,
0.010326739400625229,
-0.06781131029129028,
-0.013700596988201141,
0.0076942648738622665,
-0.0006638476043008268,
-0.012656881473958492,
-0.004847799427807331,
0.011532650329172611,
-0.01754479855298996,
-0.01544668897986412,
-0.01610289327800274,
0.002996204188093543,
-0.005331326276063919,
0.020207015797495842,
0.005839366931468248,
0.012140466831624508,
-0.031373731791973114,
0.00826338492333889,
-0.01959114521741867,
0.013377424329519272,
0.009307225234806538,
0.0046791504137218,
-0.021079182624816895,
0.01439175195991993,
-0.020395737141370773,
0.022467223927378654,
-0.0032547146547585726,
0.004267238546162844,
-0.020268727093935013,
0.013154873624444008,
0.007654701359570026,
0.013586445711553097,
0.003118170192465186,
-0.009185226634144783,
-0.0010820478200912476,
0.010513180866837502,
-0.00373432831838727,
-0.004108069930225611,
0.013983767479658127,
0.01853504404425621,
0.009202297776937485,
0.006905689369887114,
0.0002590965013951063,
-0.001399761880747974,
-0.02038533054292202,
0.003872007131576538,
0.0015447925543412566,
0.016808928921818733,
-0.015708917751908302,
-0.005512677598744631,
-0.01619173213839531,
0.011436104774475098,
-0.0004724702157545835,
0.0008917009108699858,
0.012892784550786018,
-0.010026814416050911,
-0.02215941622853279,
-0.0058083441108465195,
0.01155786495655775,
0.012725281529128551,
0.00644275639206171,
-0.009311433881521225,
-0.006078207865357399,
-0.021269306540489197,
0.02885591611266136,
-0.0002339225320611149,
-0.010286818258464336,
-0.008913958445191383,
0.0085682338103652,
-0.011856770142912865,
0.0015863280277699232,
-0.0108334394171834,
0.005177976563572884,
0.021146787330508232,
0.007508192211389542,
-0.009169654920697212,
0.0025871305260807276,
0.0075072250328958035,
0.006669837050139904,
0.010779964737594128,
0.014719363301992416,
-0.007454683538526297,
-0.004768867511302233,
0.009586151689291,
0.00515145855024457,
-0.009862017817795277,
-0.00947665050625801,
0.024248862639069557,
-0.00932010356336832,
-0.004964534658938646,
-0.021210994571447372,
-0.014345215633511543,
-0.0038118234369903803,
-0.01626330427825451,
-0.018528375774621964,
-0.008691622875630856,
-0.0013999389484524727,
0.006988294888287783,
0.006182221695780754,
0.007381103001534939,
-0.03437162563204765,
-0.004517134744673967,
0.013471564278006554,
-0.0033262837678194046,
-0.018220221623778343,
0.002490278100594878,
-0.007966576144099236,
0.03007517196238041,
0.016690565273165703,
0.011789492331445217,
-0.008449405431747437,
-0.004649169277399778,
-0.004983052611351013,
0.007903876714408398,
-0.02135900780558586,
0.06757359951734543,
-0.0005190839874558151,
0.028260735794901848,
-0.018441246822476387,
0.013696185313165188,
0.02054957114160061,
-0.0010889604454860091,
-0.016939150169491768,
-0.007426213473081589,
-0.002306709298864007,
-0.01982681080698967,
0.005749312229454517,
-0.0013433037092909217,
-0.005545554682612419,
0.011336524039506912,
-0.0014780821511521935,
0.0032298231963068247,
-0.022164756432175636,
0.005009794142097235,
-0.0006510147941298783,
0.01922333613038063,
-0.004400318488478661,
0.009175339713692665,
0.030416179448366165,
-0.020440654829144478,
0.007816877216100693,
0.016433507204055786,
0.03636582940816879,
-0.02493596076965332,
0.003478172468021512,
0.021932167932391167,
0.021795816719532013,
0.003857614006847143,
-0.005804809741675854,
-0.02207072637975216,
-0.007808301597833633,
0.010004744865000248,
0.0011740229092538357,
-0.007916032336652279,
0.02391057088971138,
-0.012285050004720688,
-0.0015775456558912992,
-0.006236820016056299,
0.004928747192025185,
-0.023451419547200203,
0.01512741670012474,
0.020222648978233337,
0.004778674803674221,
0.009033029899001122,
-0.018169354647397995,
0.01304218266159296,
0.006832515820860863,
-0.013723134994506836,
-0.008749866858124733,
-0.0138693293556571,
0.011338724754750729,
-0.008553210645914078,
0.0044763777405023575,
-0.015001165680587292,
-0.0033446268644183874,
-0.01116953045129776,
-0.004953072872012854,
0.011926589533686638,
-0.018514754250645638,
0.011849889531731606,
0.026745684444904327,
-0.016494695097208023,
0.009470568038523197,
-0.026979941874742508,
0.023510649800300598,
-0.009798618964850903,
0.0008965015294961631,
0.014882118441164494,
0.0046499259769916534,
0.0022550595458596945,
-0.008384495042264462,
-0.010314514860510826,
0.015391521155834198,
-0.023400329053401947,
0.02078423835337162,
-0.025899767875671387,
0.0028021689504384995,
0.006830560974776745,
-0.014056047424674034,
-0.020117180421948433,
0.0021266259718686342,
-0.008153584785759449,
-0.003757784143090248,
0.016988586634397507,
-0.013621607795357704,
-0.017867300659418106,
0.003881969256326556,
-0.004856003448367119,
0.0011189267970621586,
-0.08240699768066406,
-0.008524466305971146,
-0.0002849245793186128,
0.019982825964689255,
0.00722208246588707,
-0.009640180505812168,
-0.009228287264704704,
-0.001391237135976553,
-0.01738380268216133,
-0.007967233657836914,
0.02567479945719242,
-0.01164509728550911,
-0.013036920689046383,
0.0036343024112284184,
0.016087694093585014,
-0.00845098216086626,
-0.002385537140071392,
0.001211722381412983,
-0.012470523826777935,
0.011981816031038761,
-0.019365279003977776,
0.02656432054936886,
-0.013725346885621548,
-0.009771657176315784,
-0.03213103115558624,
0.008540096692740917,
-0.012642166577279568,
-0.004480810835957527,
0.0016291690990328789,
0.007970300503075123,
-0.0010946608381345868,
-0.008975701406598091,
-0.00761053804308176,
-0.004340553190559149,
-0.0044124857522547245,
0.006113118026405573,
-0.008035746403038502,
-0.03621761500835419,
-0.0034643844701349735,
0.013110894709825516,
-0.005787559784948826,
0.024262337014079094,
-0.0018561079632490873,
0.02174345776438713,
0.0026405388489365578,
-0.00004749822255689651,
0.014233885332942009,
0.015451449900865555,
0.009805277921259403,
-0.021258564665913582,
-0.0361938402056694,
-0.009867026470601559,
-0.001400532084517181,
0.009147691540420055,
-0.007690582424402237,
0.007486038375645876,
-0.009517291560769081,
0.029547007754445076,
-0.017428698018193245,
-0.0028668022714555264,
-0.037365056574344635,
0.01183298509567976,
0.030723292380571365,
0.003343678079545498,
0.03491699695587158,
-0.01777726598083973,
0.012548357248306274,
-0.0008397081983275712,
-0.0023298636078834534,
-0.00010851584374904633,
-0.023927513509988785,
-0.00939079187810421,
0.002327681053429842,
0.0008128388435579836,
-0.002923401305451989,
-0.020291762426495552,
-0.008755069226026535,
0.00313877803273499,
-0.018689747899770737,
-0.006357794627547264,
-0.0231663528829813,
0.01479097455739975,
-0.005883330013602972,
0.014020058326423168,
-0.004558468237519264,
-0.010800143703818321,
0.009820705279707909,
-0.009552160277962685,
0.00036384022678248584,
-0.010173304937779903,
0.01841324009001255,
-0.010905180126428604,
-0.0031333656515926123,
0.005773700308054686,
-0.022747039794921875,
-0.004777552094310522,
0.0006732653127983212,
-0.006934464443475008,
-0.006043664179742336,
0.008798094466328621,
-0.012283636257052422,
-0.005361498333513737,
0.0034360396675765514,
-0.010646234266459942,
-0.006053430028259754,
0.011629677377641201,
-0.00044174265349283814,
0.03679981827735901,
-0.0021061475854367018,
-0.006939934100955725,
-0.017695855349302292,
0.0007206381415016949,
-0.008148393593728542,
-0.0015679042553529143,
0.010019836015999317,
-0.003877128241583705,
0.008781669661402702,
0.0071693360805511475,
0.07323939353227615,
-0.00036366103449836373,
0.027759568765759468,
-0.018883561715483665,
-0.025831259787082672,
-0.011323012411594391,
-0.02188565954566002,
-0.00971400085836649,
0.011883069761097431,
-0.002148600295186043,
0.00872738379985094,
0.027699504047632217,
0.027169423177838326,
-0.014018132351338863,
-0.01065065711736679,
-0.003361670533195138,
-0.014939619228243828,
0.0051486981101334095,
-0.009767702780663967,
0.015205352567136288,
-0.015232440084218979,
-0.021496973931789398,
-0.018293429166078568,
0.007377995643764734,
-0.0008735584560781717,
0.0006146944942884147,
0.01416646596044302,
-0.010893612168729305,
0.014496030285954475,
0.008911698125302792,
0.007558017037808895,
0.04639323800802231,
-0.002021361840888858,
-0.016175618395209312,
-0.02565009891986847,
-0.0012944636400789022,
-0.0006525480421259999,
0.005918845534324646,
0.0017709413077682257,
0.00964939221739769,
0.010067595168948174,
-0.017295923084020615,
-0.011636830866336823,
0.015504730865359306,
0.005497108679264784,
0.010656789876520634,
-0.027758650481700897,
-0.008945005014538765,
0.009830725379288197,
0.005409615114331245,
0.0003487176145426929,
0.009965545497834682,
0.007728998549282551,
0.02142578735947609,
0.013102471828460693,
0.0006957948207855225,
-0.0014403847744688392,
0.004935047123581171,
-0.005625631660223007,
0.019058380275964737,
-0.02376958169043064,
0.015212414786219597,
-0.0011099352268502116,
0.0010642677079886198,
-0.0159639660269022,
0.0114345857873559,
-0.0006557484739460051,
0.004989941138774157,
0.0054083955474197865,
-0.013159527443349361,
0.012494981288909912,
0.0013336918782442808,
-0.0022584449034184217,
-0.019896620884537697,
-0.0148695707321167,
-0.03699023276567459,
-0.01625818759202957,
0.0045561837032437325,
-0.005608936306089163,
-0.02105235494673252,
0.02079053968191147,
0.033588018268346786,
0.0014049961464479566,
0.024472011253237724,
0.010387863963842392,
0.01326740626245737,
-0.024420512840151787,
-0.07518825680017471,
-0.00926974043250084,
0.024336514994502068,
-0.0024004618171602488,
-0.015606076456606388,
-0.030996084213256836,
-0.0012716007186099887,
-0.008474566973745823,
-0.00867206510156393,
-0.004746782593429089,
0.002447136677801609,
-0.008184636011719704,
0.011857636272907257,
-0.001589081366546452,
0.007260406855493784,
-0.0021792904008179903,
-0.006698609329760075,
-0.0017817112384364009,
-0.001837189425714314,
-0.00035169205511920154,
-0.008213980123400688,
0.015246403403580189,
0.00020257665892131627,
-0.009867462329566479,
-0.0004683843581005931,
-0.08235909044742584,
-0.0164834912866354,
-0.0006666439585387707,
-0.02127271331846714,
-0.016876980662345886,
-0.03808574005961418,
0.026264922693371773,
-0.022929886355996132,
0.012453480623662472,
-0.011615091003477573,
-0.02641712874174118,
0.008559168316423893,
-0.04645050689578056,
0.008382771164178848,
0.014329563826322556,
-0.009500541724264622,
0.035509537905454636,
0.011292774230241776,
0.02356179989874363,
0.021816091611981392,
0.011576427146792412,
0.0006664501852355897,
-0.0064062620513141155,
0.012916850857436657,
-0.013005227781832218,
0.0025703569408506155,
-0.024609219282865524,
0.009104909375309944,
0.024644790217280388,
-0.02348829060792923,
0.017434880137443542,
0.014145069755613804,
-0.008127843961119652,
-0.018287675455212593,
-0.020634397864341736,
-0.012492070905864239,
-0.009697266854345798,
-0.011470114812254906,
-0.005370341707020998,
0.004192169290035963,
-0.0006385651067830622,
-0.008713888935744762,
-0.018626537173986435,
-0.013182992115616798,
-0.006458310876041651,
0.004761341493576765,
0.007536604069173336,
-0.006181817501783371,
-0.00921531580388546,
-0.0038924021646380424,
-0.00038045208202674985,
0.008824716322124004,
0.033770278096199036,
-0.0021761206444352865,
0.016155747696757317,
0.0068780481815338135,
0.0014927235897630453,
-0.0061632427386939526,
0.00326677318662405,
0.017504600808024406,
-0.015953512862324715,
0.017402056604623795,
-0.013057487085461617,
0.07272322475910187,
0.026863867416977882,
0.01792021095752716,
-0.022502467036247253,
-0.0034148728009313345,
0.001847951440140605,
0.0034551487769931555,
-0.018765972927212715,
0.017909107729792595,
-0.008665959350764751,
-0.007156528066843748,
-0.0015389182372018695,
0.004363684915006161,
0.010264462791383266,
0.0038261255249381065,
-0.02695273794233799,
0.014544645324349403,
0.0005926190642639995,
0.012279611080884933,
0.01690101809799671,
-0.02014707773923874,
0.02870626002550125,
0.003788616042584181,
0.010093926452100277,
-0.023667553439736366,
-0.005811959505081177,
-0.009524941444396973,
0.01161416806280613,
-0.010354957543313503,
-0.003372814040631056,
-0.01869315654039383,
0.011743337847292423,
0.002920957747846842,
0.011638985015451908,
0.02110767550766468,
-0.023382266983389854,
0.0149544021114707,
0.006663640029728413,
-0.00009841831342782825,
-0.012034159153699875,
-0.013176769949495792,
0.01520561147481203,
0.0006175744929350913,
0.0056254868395626545,
0.019421305507421494,
0.013013468123972416,
0.004926775116473436,
0.022225432097911835,
0.018334275111556053,
0.0007724109455011785,
0.014227996580302715,
0.0029639145359396935,
0.005137722939252853,
-0.00929353293031454,
-0.003553052432835102,
-0.030008653178811073,
-0.009763834066689014,
0.0033091867808252573,
-0.026367569342255592,
-0.003268653526902199,
-0.01248707715421915,
-0.0003976830921601504,
-0.0003780388506129384,
0.006859308108687401,
-0.004973136354237795,
-0.0340321846306324,
-0.005534602329134941,
-0.010451781563460827,
0.010123338550329208,
0.013364916667342186,
0.005544812418520451,
0.000618691323325038,
0.003497043391689658,
0.005021929275244474,
0.0038999905809760094,
0.008783748373389244,
-0.0164650771766901,
-0.022545810788869858,
0.019587602466344833,
-0.0103575699031353,
0.0013738806592300534,
0.02741779014468193,
0.0064985668286681175,
0.0066319722682237625,
-0.016717569902539253,
-0.0038356888107955456,
-0.00046451904927380383,
-0.033819783478975296,
-0.006809740327298641,
0.005810882896184921,
0.018371982499957085,
-0.003615554654970765,
0.006058670114725828,
0.007316980045288801,
0.008554561994969845,
0.03287709504365921,
0.008739950135350227,
0.0025431932881474495,
-0.009301388636231422,
-0.010271641425788403,
0.019920112565159798,
0.015674922615289688,
-0.015807585790753365,
0.0034009788651019335,
-0.007682818919420242,
0.0012056893901899457,
0.008420225232839584,
0.01572500355541706,
-0.024620598182082176,
-0.008065640926361084,
0.018793994560837746,
0.010072845965623856,
-0.000778112153057009,
0.010532358661293983,
0.012593223713338375,
0.019975809380412102,
-0.011039179749786854,
0.017447512596845627,
-0.032210610806941986,
-0.008828969672322273,
-0.011159855872392654,
-0.01476831641048193,
-0.0036813607439398766,
0.026209913194179535,
0.025261839851737022,
0.013953194953501225,
-0.00338424788787961,
-0.00833187997341156,
0.01367103960365057,
-0.006144688930362463,
0.008810915052890778,
-0.014301222749054432,
0.011105619370937347,
0.004607547074556351,
-0.007400556933134794,
0.0004789562080986798,
-0.005029556341469288,
0.0077170999720692635,
-0.0015752362087368965,
0.013019063510000706,
-0.0020565486047416925,
-0.019132787361741066,
0.0029589158948510885,
0.02261693775653839,
0.00473680580034852,
0.0030085653997957706,
0.0020870123989880085,
0.015912776812911034,
0.004053251817822456,
-0.006245837081223726,
-0.0033293694723397493,
-0.011515469290316105,
0.01301647536456585,
-0.0052236285991966724,
-0.0062332358211278915,
0.021448053419589996,
-0.021327553316950798,
0.025309739634394646,
-0.02451169863343239,
0.02046215534210205,
-0.013490053825080395,
0.005305378697812557,
-0.006560381967574358,
0.021189121529459953,
0.018451159819960594,
0.0072256592102348804,
0.006895563565194607,
0.0000887723799678497,
-0.01350406650453806,
-0.01895770989358425,
-0.01182020828127861,
0.004380498081445694,
-0.018240414559841156,
0.0012201276840642095,
0.006376952398568392,
-0.01736469939351082,
-0.01683727651834488,
0.005180074367672205,
-0.030188577249646187,
0.0033043930307030678,
0.01747303083539009,
-0.010118450969457626,
-0.018926652148365974,
-0.007204539142549038,
-0.012527345679700375,
-0.00037681040703319013,
-0.0048872907646000385,
-0.003481815569102764,
0.003483668202534318,
-0.020578278228640556,
-0.00807200651615858,
0.012096314691007137,
-0.004621969535946846,
-0.03602107614278793,
0.01615190878510475,
-0.011376946233212948,
0.01683785952627659,
-0.010023074224591255,
-0.0054723601788282394,
-0.01190938800573349,
0.0006598830223083496,
-0.025733159855008125
] | [
0.055903732776641846,
0.3295208811759949,
0.22448426485061646,
0.22851210832595825,
0.009255900047719479,
-0.2494644820690155,
0.07768506556749344,
0.22221827507019043,
-0.18029259145259857,
-0.5016139149665833,
-0.4506467282772064,
0.6124908328056335,
-0.4627422094345093,
0.06661193072795868,
0.07584057748317719,
0.40798452496528625,
0.46067023277282715,
0.2688412368297577,
-0.27676770091056824,
-0.5691162943840027,
-0.49376094341278076,
-0.3409072756767273,
-0.08949299156665802,
-0.1903262734413147,
0.389451265335083,
0.05725569650530815,
0.090538889169693,
0.05831781402230263,
-0.06332361698150635,
-0.22970931231975555,
0.5195972919464111,
0.4745888411998749,
-0.3948024809360504,
-0.09754221886396408,
-0.19489307701587677,
-0.11973511427640915,
-0.09952192008495331,
-0.0019282264402136207,
0.061371032148599625,
-0.6492086052894592,
0.04636092856526375,
0.15727096796035767,
0.23975835740566254,
0.2618323862552643,
-0.2762300968170166,
-0.5497460961341858,
-1.5588747262954712,
0.13661803305149078,
-0.26359015703201294,
0.19937764108181,
-0.3762573003768921,
0.34117215871810913,
-0.1530260592699051,
0.3234155476093292,
-0.24820071458816528,
0.10145104676485062,
-0.3110678493976593,
-0.4186573028564453,
0.2184896469116211,
0.2127416580915451,
0.13961292803287506,
-0.29030102491378784,
-0.39962881803512573,
0.12210728228092194,
0.18223215639591217,
0.21328026056289673,
-0.05238931626081467,
-0.08733801543712616,
-0.5424882769584656,
0.06570049375295639,
0.16373099386692047,
-0.4208596348762512,
-0.47717544436454773,
-0.1280362457036972,
-0.3177012801170349,
0.20928601920604706,
0.03388956934213638,
-0.27289000153541565,
0.3466458022594452,
0.2560993731021881,
0.0954417958855629,
0.6256780028343201,
0.33655425906181335,
-0.4038417935371399,
0.6773405075073242,
0.08316100388765335,
-0.26070457696914673,
0.7264756560325623,
-0.6654201149940491,
0.24258437752723694,
0.11767765879631042,
-0.13265272974967957,
0.3407133221626282,
0.4000714123249054,
0.15732522308826447,
0.5542705059051514,
0.3105035722255707,
-0.2249167561531067,
0.44508254528045654,
0.32343995571136475,
0.27358391880989075,
-0.20405389368534088,
-0.056934431195259094,
-0.5388720035552979,
-0.4289940595626831,
0.03493819013237953,
-0.6906600594520569,
-0.6711769700050354,
-0.13191957771778107,
0.10002401471138,
-0.11802611500024796,
0.5045908689498901,
0.06429032236337662,
-0.25453704595565796,
-0.23002129793167114,
-0.045814916491508484,
0.20785455405712128,
0.08047299832105637,
0.1917615383863449,
0.000246893527219072,
0.17238624393939972,
1.433174967765808,
-0.12752178311347961,
0.29350516200065613,
-0.09986517578363419,
-0.19935423135757446,
0.33148476481437683,
0.6803394556045532,
-0.26376619935035706,
0.07230343669652939,
0.09306144714355469,
1.0803064107894897,
0.19876927137374878,
-0.13072282075881958,
-0.054662030190229416,
-0.024347998201847076,
0.11332970857620239,
0.3702670931816101,
0.3896618187427521,
-0.18355639278888702,
-0.22288154065608978,
-0.6760251522064209,
-0.16630525887012482,
0.26066529750823975,
0.1976809948682785,
-0.09985936433076859,
-0.12578728795051575,
-0.3760935664176941,
-0.13276852667331696,
-0.0936189591884613,
-0.1543698012828827,
0.08075492829084396,
-0.8558588624000549,
0.09562821686267853,
-0.03854486346244812,
0.5923113226890564,
-0.13566310703754425,
-0.32659339904785156,
-0.00046838968410156667,
-0.017965158447623253,
0.2864079177379608,
0.05058535188436508,
-0.7713366746902466,
-0.18920274078845978,
-0.04184727743268013,
-0.46089425683021545,
-0.22405846416950226,
0.24294692277908325,
0.024234704673290253,
0.30101272463798523,
-0.11215070635080338,
-0.1435382217168808,
-0.14368151128292084,
-0.38339847326278687,
0.16088087856769562,
0.43522897362709045,
0.22043433785438538,
0.1676904410123825,
0.02162463590502739,
0.7386027574539185,
-0.7910517454147339,
0.21150389313697815,
0.20743510127067566,
-0.3549421429634094,
0.3842020034790039,
0.5685048699378967,
0.1571248322725296,
-0.2579621970653534,
-0.08806020021438599,
-0.5157756805419922,
-0.4301050901412964,
-0.3857007920742035,
0.29300352931022644,
-0.6243081092834473,
1.2339590787887573,
-0.33435413241386414,
-0.29789265990257263,
1.3037291765213013,
-0.4058951139450073,
0.14257842302322388,
0.05382758378982544,
0.2536064684391022,
0.5469265580177307,
-0.39175376296043396,
-0.5012403726577759,
-0.0013762684538960457,
0.1909404695034027,
-0.11882662773132324,
-0.7838729619979858,
0.27982789278030396,
0.5528454780578613,
-0.24173057079315186,
0.042873281985521317,
-0.6145492196083069,
0.21321704983711243,
0.14921794831752777,
-0.1498945653438568,
0.27432239055633545,
-0.44645416736602783,
-0.12969176471233368,
0.9357796907424927,
-0.5544283390045166,
0.04647808149456978,
0.9325892925262451,
-0.37419793009757996,
0.662726879119873,
0.6451197266578674,
0.11795440316200256,
0.9993659257888794,
-0.4652038514614105,
0.09911023080348969,
-0.2590596079826355,
0.2448340207338333,
-0.6157663464546204,
-0.07888159900903702,
0.20535914599895477,
0.23974056541919708,
-0.16473305225372314,
0.1664331704378128,
0.25099918246269226,
0.18745745718479156,
0.11940258741378784,
-0.29600709676742554,
0.534320592880249,
0.3351181149482727,
-0.36484161019325256,
-0.46713918447494507,
-0.09262927621603012,
-0.7372633218765259,
-0.21070286631584167,
0.24164515733718872,
0.42412182688713074,
0.313641756772995,
-0.5244503021240234,
0.03212779760360718,
-0.09145250916481018,
0.04238075762987137,
0.23676353693008423,
-0.22250019013881683,
0.21059823036193848,
-0.5945987701416016,
-0.1764112114906311,
-0.07579899579286575,
-0.054264821112155914,
0.014564638026058674,
-0.1851838231086731,
-0.3097696900367737,
-0.7075717449188232,
0.6395993828773499,
0.2257329821586609,
0.3816552758216858,
-0.025346403941512108,
-0.5016663670539856,
0.3085050582885742,
-0.26959019899368286,
-0.5109589695930481,
0.11504504084587097,
0.1963275969028473,
-0.31730398535728455,
-0.34018051624298096,
-0.24254865944385529,
0.511638343334198,
0.5902588367462158,
-0.6692651510238647,
-0.38515886664390564,
-0.12314487993717194,
0.17770041525363922,
-0.7449602484703064,
-0.7354212999343872,
0.02292589843273163,
0.18481270968914032,
0.2528679072856903,
-0.19078125059604645,
-0.0758979320526123,
0.39738741517066956,
0.6644481420516968,
0.1401222050189972,
0.661355197429657,
0.27342790365219116,
-0.26566001772880554,
-0.1499730795621872,
0.16874578595161438,
0.26152485609054565,
-0.1053549200296402,
0.11040438711643219,
-0.41825899481773376,
-0.3013434410095215,
0.06319712102413177,
-5.989774227142334,
0.173758864402771,
-0.4506015181541443,
0.0051512764766812325,
-0.83249831199646,
0.24735260009765625,
0.6090649962425232,
-0.4671028256416321,
-0.0023908931761980057,
-0.13152042031288147,
-0.11110644042491913,
0.5091811418533325,
0.18838031589984894,
0.01943216100335121,
0.18775558471679688,
0.4299992620944977,
0.24917727708816528,
0.04744609072804451,
0.24156010150909424,
0.021825745701789856,
-0.007504894398152828,
0.35111135244369507,
-0.034638237208127975,
0.1516440361738205,
0.5152135491371155,
-0.25371628999710083,
-0.7130978107452393,
-0.07774089276790619,
0.15237237513065338,
-0.37541139125823975,
0.027638176456093788,
-0.1454295516014099,
-0.17105597257614136,
0.1104651466012001,
-0.15420448780059814,
0.20805564522743225,
0.2602247893810272,
-0.0013383680488914251,
-0.05477362126111984,
-0.6731319427490234,
0.29586127400398254,
0.6091742515563965,
0.3016298711299896,
0.07499633729457855,
0.05204472318291664,
-0.6686433553695679,
-0.15508079528808594,
0.06530926376581192,
0.03886280581355095,
0.7702029943466187,
-0.6228874325752258,
0.026432424783706665,
-0.13569876551628113,
0.15135647356510162,
0.06858520954847336,
-0.1993878185749054,
0.10213976353406906,
-0.02259533479809761,
-0.3276335299015045,
0.465467244386673,
0.4857591688632965,
-0.2983301281929016,
0.03385893255472183,
-0.8025257587432861,
-0.23243404924869537,
0.29822298884391785,
-0.5458670854568481,
-0.7287629246711731,
0.24066363275051117,
0.33303502202033997,
-0.41342630982398987,
0.23208576440811157,
0.7389128804206848,
-0.49984097480773926,
0.6029515862464905,
-0.7833333611488342,
-0.1515674740076065,
0.14884726703166962,
0.14357967674732208,
0.37563928961753845,
-0.060848668217659,
-0.1753847897052765,
-0.20384734869003296,
-0.16826626658439636,
-0.14800123870372772,
-0.5116512179374695,
-0.20970189571380615,
0.11691929399967194,
-0.28390318155288696,
-0.14398698508739471,
0.8592588901519775,
-0.45561787486076355,
0.4608185589313507,
0.5161498785018921,
0.24695289134979248,
0.5461480617523193,
0.29989269375801086,
0.2943187654018402,
0.3365206718444824,
-0.17487548291683197,
0.7628446817398071,
0.26325541734695435,
-0.5161203145980835,
-0.7041884064674377,
0.2904416620731354,
0.03432933986186981,
-0.1036495640873909,
-0.11529147624969482,
0.7302037477493286,
-0.3222825527191162,
-0.7136658430099487,
0.07641545683145523,
-0.3621392250061035,
-0.4307638108730316,
0.04380222409963608,
-0.050467412918806076,
0.09813253581523895,
0.017604198306798935,
0.1314023733139038,
-0.4895467162132263,
0.4294739067554474,
0.6495012640953064,
0.5696700811386108,
0.09846682101488113,
-0.2510116994380951,
-0.3722822368144989,
0.05036720633506775,
0.49239280819892883,
-0.2829784154891968,
-0.29149314761161804,
0.2831008732318878,
0.27590686082839966,
0.08666922897100449,
-0.3248240053653717,
0.20726706087589264,
-0.20935960114002228,
-0.11896850913763046,
0.29500237107276917,
0.13390108942985535,
-0.5027062892913818,
0.5715541243553162,
-0.14167535305023193,
-0.27098017930984497,
0.18238748610019684,
0.11180154979228973,
-0.0430305190384388,
0.025104591622948647,
-0.16878089308738708,
-0.19340819120407104,
-0.10353310406208038,
-0.5610268115997314,
-0.3727600574493408,
0.22862911224365234,
0.2927003502845764,
-0.16742484271526337,
-0.15754684805870056,
0.3615015745162964,
0.21100980043411255,
-0.023694006726145744,
-0.7861671447753906,
0.40731489658355713,
0.3182903826236725,
-0.964301347732544,
-0.10392852127552032,
0.6242435574531555,
-0.09838614612817764,
-0.7013079524040222,
-0.1475295126438141,
-0.22240008413791656,
0.399715781211853,
-0.324958860874176,
-0.274001806974411,
-0.08759929239749908,
-0.3124561011791229,
-0.1738658994436264,
0.05994280427694321,
0.1992533951997757,
0.1141786202788353,
0.12126122415065765,
0.06056276708841324,
0.1869475543498993,
-0.54793781042099,
-0.4064527451992035,
0.7627214789390564,
0.5472493767738342,
-0.28573077917099,
0.009723097085952759,
0.03314332664012909,
-0.3381675183773041,
-0.37812069058418274,
0.4615030884742737,
0.20481814444065094,
0.26029151678085327,
0.28529754281044006,
0.2853597402572632,
-0.5558866858482361,
-0.059742797166109085,
-0.36483001708984375,
0.11637376248836517,
-0.6444112658500671,
0.2528884708881378,
0.5360103845596313,
-0.49520158767700195,
0.297815203666687,
-0.24706967175006866,
-0.2929142415523529,
0.08024048805236816,
-0.27885568141937256,
-0.21972236037254333,
0.04393066465854645,
-0.37323087453842163,
-0.3942868113517761,
0.15289948880672455,
0.27125784754753113,
-0.16501189768314362,
0.31766191124916077,
0.08084176480770111,
0.0826035663485527,
-1.0145093202590942,
0.1942574381828308,
0.24572640657424927,
-0.6802894473075867,
-0.24157433211803436,
-0.0967683270573616,
-0.5009039640426636,
0.36442479491233826,
0.3390890061855316,
-0.5580823421478271,
0.19012555480003357,
0.3088279962539673,
-0.4810051918029785,
0.0011164031457155943,
0.3827112019062042,
0.4289643168449402,
-0.6026811599731445,
0.026476290076971054,
-0.21476005017757416,
0.2341669201850891,
-0.38661062717437744,
0.06909304857254028,
0.1764812022447586,
0.3895989656448364,
-0.6665400862693787,
-0.3591882586479187,
-0.4961435794830322,
0.34048041701316833,
-0.11126967519521713,
-0.3486907482147217,
-1.039050817489624,
-0.33640196919441223,
0.4074781835079193,
-0.4167459309101105,
0.04882429912686348,
-0.13067780435085297,
0.8019943833351135,
0.3822413384914398,
-0.1438470333814621,
-0.3193785846233368,
-0.21365852653980255,
0.16574084758758545,
-0.06818606704473495,
-0.43085795640945435,
-0.24666674435138702,
0.23719120025634766,
0.355842649936676,
0.11802878230810165,
-0.21207642555236816,
-0.8337045311927795,
0.23702596127986908,
-0.05733547732234001,
-0.13751673698425293,
-0.17819809913635254,
0.7406412363052368,
0.42613106966018677,
0.32614850997924805,
-0.19739720225334167,
-0.4304301142692566,
-0.1817285269498825,
-0.18408653140068054,
0.30429282784461975,
-0.2788321077823639,
-0.365812748670578,
0.10982504487037659,
-0.20567840337753296,
0.15669816732406616,
-0.08306021243333817,
0.4119478762149811,
-0.032255373895168304,
0.14476054906845093,
-0.39983415603637695,
-0.15256427228450775,
0.12006164342164993,
-0.2327180951833725,
0.17057378590106964,
-0.1369226574897766,
-0.0685918852686882,
-0.039876051247119904,
0.15806224942207336,
-0.0002576925326138735,
-0.283704936504364,
-0.46066853404045105,
1.1444355249404907,
0.6624021530151367,
-0.7843883633613586,
0.3718545734882355,
0.4545755386352539,
0.2958660125732422,
0.22039251029491425,
0.1577407568693161,
0.25578737258911133,
0.20309536159038544,
0.2362884283065796,
-0.004551874008029699,
0.8902782797813416,
-0.5965868234634399,
0.05829693749547005,
0.18982306122779846,
0.11726213991641998,
0.831383466720581,
0.048232242465019226,
-0.02286556363105774,
-0.03493310138583183,
0.11194437742233276,
0.0038273439276963472,
-0.6688546538352966,
0.6740342378616333,
-0.21492861211299896,
0.1945398449897766,
0.26315805315971375,
0.40309154987335205,
0.6230837106704712,
0.3526022732257843,
-0.16207994520664215,
0.09655654430389404,
0.17915059626102448,
-0.08011501282453537,
0.3023240566253662,
0.2270815074443817,
-0.2836016118526459,
0.2156994640827179,
0.9655701518058777,
-0.18278788030147552,
-0.6856783628463745,
0.3488346040248871,
-0.5208011865615845,
0.7763029336929321,
0.16436737775802612,
0.47874414920806885,
-0.5087413787841797,
0.1802147775888443,
0.20196537673473358,
0.3139074146747589,
-0.200107142329216,
0.2095245122909546,
-0.5938170552253723,
-0.17454756796360016,
0.11919628083705902,
0.22769609093666077,
-0.05487532168626785,
0.31981274485588074,
0.2466239482164383,
0.5581442713737488,
0.2932458221912384,
-0.06653247028589249,
-0.44656601548194885,
0.20271940529346466,
0.5233084559440613,
0.008291554637253284,
0.2269516885280609,
-0.42205703258514404,
-0.8253882527351379,
0.1511194109916687,
-0.547301709651947,
0.3340302109718323,
-0.0661432296037674,
-0.5123840570449829,
0.21100375056266785,
0.04483005777001381,
-0.26401618123054504,
0.30758601427078247,
-0.0032112307380884886,
0.0645861104130745,
-0.1351163238286972,
-0.5435797572135925,
0.049997735768556595,
0.17979317903518677,
-0.3900248110294342,
0.37745362520217896,
0.25912487506866455,
0.015776820480823517,
-0.30288687348365784,
-0.5453768372535706,
0.3191016614437103,
0.05142540857195854,
0.2231626957654953,
-0.20542962849140167,
-0.16605214774608612,
1.2403825521469116,
0.04192664474248886,
-0.02102648839354515,
0.13942740857601166,
0.0638301745057106,
-0.3796274662017822,
0.06013382598757744,
-0.47826266288757324,
0.2651396095752716,
-0.6388746500015259,
-0.22145476937294006,
-0.6581287384033203,
0.3305502235889435,
0.4611569344997406,
0.10678907483816147,
-0.14018197357654572,
-0.07207701355218887,
-0.0317893922328949,
0.49066808819770813,
0.23127613961696625,
-0.39475715160369873,
-0.21479180455207825,
-0.1011492982506752,
-0.4292794167995453,
0.1543215811252594,
0.5885775089263916,
-0.33578458428382874,
0.6614202260971069,
0.08559391647577286,
0.3242417871952057,
0.5078867673873901,
0.07069054991006851,
0.3414776921272278,
0.3041468858718872,
-0.3046645522117615,
-0.4480169415473938,
0.6405965685844421,
-0.7682070136070251,
0.32893744111061096,
-0.03117278590798378,
-0.2549859881401062,
0.08061730861663818,
0.01014432217925787,
-0.33468925952911377,
0.028816986829042435,
0.08318377286195755,
0.22878006100654602,
-0.371113121509552,
-0.15299294888973236,
-0.4929589331150055,
-0.38513582944869995,
-0.6867873072624207,
0.5275276899337769,
0.1520199030637741,
-0.1825059950351715,
0.08806415647268295,
0.0392126701772213,
0.02886364609003067,
0.6303709745407104,
0.16360674798488617,
-0.5048033595085144,
-0.2724611163139343,
-0.23085208237171173
] |
RFID is a low power wireless emerging technology which has given rise to highly promising applications in real life. It can be employed for robot navigation. In multi-robot environment, when many robots are moving in the same workspace, there is a possibility of their physical collision with themselves as well as with physical objects. In the present work, we have proposed and developed a processor incorporating smart algorithm for avoiding such collisions with the help of RFID technology and implemented it by using VHDL. The design procedure and the simulated results are very useful in designing and implementing a practical RFID system. The RTL schematic view of the processor is achieved by successfully synthesizing the proposed design. | [
0.013906927779316902,
0.012411454692482948,
-0.008607648313045502,
0.004857293795794249,
-0.013652094639837742,
-0.023731866851449013,
0.007642650976777077,
0.006257070228457451,
-0.00920342467725277,
-0.01745910570025444,
-0.014261730015277863,
0.01885143294930458,
0.00465491833165288,
0.01622253656387329,
0.01312403567135334,
-0.013477753847837448,
-0.00563922431319952,
-0.0073691243305802345,
0.005259241908788681,
0.038067035377025604,
-0.0036716817412525415,
0.022418400272727013,
0.008740874007344246,
-0.010037245228886604,
-0.004871681332588196,
0.004512910731136799,
-0.013970606029033661,
-0.013848141767084599,
0.013018415309488773,
0.006494651548564434,
0.010679037310183048,
0.008670594543218613,
0.0009098288137465715,
0.0058084637857973576,
0.010117876343429089,
0.004907586611807346,
-0.0017119855619966984,
0.01739760860800743,
0.03288058191537857,
-0.003362382296472788,
0.006804564036428928,
-0.0020296683069318533,
0.015070229768753052,
0.005784608889371157,
-0.009651776403188705,
0.013865544460713863,
0.006497595459222794,
0.015276534482836723,
-0.015314595773816109,
0.005402477458119392,
-0.007580583915114403,
0.01834656298160553,
0.003758770879358053,
0.03538905829191208,
-0.0048903813585639,
-0.024060070514678955,
0.014000507071614265,
-0.004848260432481766,
0.008737565949559212,
0.004607590846717358,
0.0027043595910072327,
0.0032599240075796843,
-0.013747479766607285,
-0.014848524704575539,
-0.003062558826059103,
-0.06768608093261719,
-0.012388519942760468,
0.005266417283564806,
0.007520093582570553,
-0.023218533024191856,
-0.00928020104765892,
0.009710950776934624,
-0.0009546661749482155,
-0.0006457427516579628,
-0.014484979212284088,
0.00959482230246067,
-0.007752617355436087,
-0.00807152409106493,
0.012583568692207336,
0.023037627339363098,
-0.028966404497623444,
0.0047510769218206406,
0.0003329055616632104,
0.01996077597141266,
0.008336045779287815,
0.010865304619073868,
-0.00575460446998477,
-0.015174295753240585,
-0.006660830229520798,
0.013898121193051338,
0.013319173827767372,
0.005841088481247425,
-0.01783822290599346,
-0.0005608645733445883,
-0.011574722826480865,
0.012801422737538815,
0.012449493631720543,
-0.003938647918403149,
0.012061657384037971,
0.007701608818024397,
-0.0014345529489219189,
0.0164035614579916,
0.01600155606865883,
-0.0036271836142987013,
-0.01182434894144535,
0.01189147587865591,
-0.008199975825846195,
0.009914479218423367,
0.0013805408962070942,
0.005901351571083069,
0.005807292647659779,
-0.006080529652535915,
0.006881209090352058,
0.0013648713938891888,
-0.004503451753407717,
-0.025771168991923332,
0.008771788328886032,
0.012331501580774784,
0.0066207172349095345,
0.007966602221131325,
-0.011463328264653683,
-0.001942389295436442,
0.02224579080939293,
-0.015251451171934605,
0.004466144368052483,
-0.005440957844257355,
0.02540767192840576,
-0.011258228681981564,
0.007112558931112289,
0.004620191641151905,
-0.009724992327392101,
0.0067182881757617,
-0.017594866454601288,
-0.014762218110263348,
0.01776927337050438,
0.0011987201869487762,
0.005690088029950857,
-0.0005881860852241516,
-0.012835200875997543,
-0.004142190795391798,
0.016900870949029922,
0.008634824305772781,
-0.0027652441058307886,
0.0215228833258152,
0.019902318716049194,
-0.010436825454235077,
0.001623030286282301,
0.001938247587531805,
0.0014734161086380482,
-0.01121399737894535,
0.004602649249136448,
0.014893765561282635,
-0.00873809028416872,
-0.0025607035495340824,
-0.00619994942098856,
-0.005187314935028553,
-0.017367279157042503,
0.01693950593471527,
0.00038460828363895416,
-0.0015539606101810932,
0.006948745343834162,
0.0073531935922801495,
0.007245928049087524,
0.008125645108520985,
-0.010838237591087818,
0.00582920154556632,
0.0037593941669911146,
-0.013727366924285889,
-0.005158562213182449,
-0.0018650878919288516,
-0.0065447138622403145,
0.0036698589101433754,
-0.002848150674253702,
0.007424547336995602,
-0.015525227412581444,
0.00041934289038181305,
-0.011449219658970833,
0.004082973580807447,
-0.012577453628182411,
0.06732413172721863,
0.012569718062877655,
-0.004117518663406372,
-0.005768315866589546,
0.00009302305988967419,
0.012427564710378647,
-0.004051157273352146,
-0.003948776982724667,
-0.023176297545433044,
0.0098884841427207,
-0.006544655188918114,
-0.030724510550498962,
-0.01711861416697502,
-0.006186073645949364,
0.0072064450941979885,
0.028801100328564644,
0.003393634455278516,
0.01153409294784069,
0.0026760962791740894,
0.006869130302220583,
-0.019588768482208252,
0.0045159002766013145,
-0.013928283005952835,
0.006689222063869238,
-0.006506850011646748,
-0.0037440359592437744,
-0.005107053555548191,
-0.0067954882979393005,
-0.01764109544456005,
0.025525592267513275,
0.004105939529836178,
0.017422562465071678,
0.004682536702603102,
-0.013091715052723885,
-0.006318532396107912,
0.00672651594504714,
-0.00047000404447317123,
0.0058612460270524025,
-0.018932150676846504,
0.030023295432329178,
-0.011236628517508507,
-0.007122177165001631,
0.01210375688970089,
0.03166954219341278,
-0.014042386785149574,
0.01918136328458786,
0.031694069504737854,
-0.0025082866195589304,
0.011972440406680107,
0.022043202072381973,
0.008196611888706684,
-0.007241390645503998,
-0.012584478594362736,
-0.006063451524823904,
-0.015078216791152954,
0.03255058079957962,
-0.02383175678551197,
0.008042292669415474,
-0.014103206805884838,
0.009660990908741951,
-0.00904753152281046,
0.0067454492673277855,
0.01052407082170248,
-0.001129825133830309,
-0.004323730710893869,
-0.005055105779320002,
0.02700662985444069,
-0.008229944854974747,
-0.023129265755414963,
-0.0077339219860732555,
-0.017962083220481873,
0.0019290857017040253,
0.010718644596636295,
0.027032772079110146,
0.005112846381962299,
0.0030250868294388056,
-0.0067281099036335945,
0.02069174312055111,
-0.002177763031795621,
0.022996511310338974,
-0.014512385241687298,
0.011880636215209961,
0.006493769586086273,
-0.002555137500166893,
-0.0010630227625370026,
0.0072174072265625,
0.017077580094337463,
0.028469465672969818,
-0.02062293328344822,
-0.020398275926709175,
0.004091195296496153,
0.0030697546899318695,
-0.011184092611074448,
0.002145425183698535,
-0.08205705136060715,
-0.018155047670006752,
0.018759513273835182,
-0.011275764554738998,
0.010763313621282578,
-0.011452386155724525,
-0.010743865743279457,
0.022245388478040695,
-0.02491583861410618,
0.025934800505638123,
0.01500252541154623,
0.009183906018733978,
-0.012843070551753044,
-0.013920560479164124,
-0.023453233763575554,
-0.01074394304305315,
0.007807898335158825,
-0.012242893688380718,
-0.0005516562378033996,
0.004334267694503069,
0.016537968069314957,
0.0013197227381169796,
0.008784156292676926,
0.0094678346067667,
-0.017132187262177467,
0.02908206544816494,
0.002466069534420967,
0.012907966040074825,
-0.014393660239875317,
0.006667507346719503,
0.013316361233592033,
-0.010168167762458324,
-0.015497149899601936,
-0.010888805612921715,
0.018469281494617462,
0.017112717032432556,
-0.0141375083476305,
-0.022906504571437836,
-0.0024730046279728413,
0.008407173678278923,
0.0020905751734972,
0.00155108910985291,
-0.0036563752219080925,
0.007257113233208656,
0.010380812920629978,
0.005856602918356657,
0.0015117242000997066,
0.021293126046657562,
0.005664383992552757,
-0.009205949492752552,
-0.010253362357616425,
-0.0038866796530783176,
0.011834565550088882,
0.014092587865889072,
-0.008793968707323074,
0.0136121716350317,
-0.027020759880542755,
0.015475726686418056,
-0.010240036994218826,
-0.004243585746735334,
-0.01192881166934967,
-0.021315086632966995,
-0.02731209434568882,
0.010021992027759552,
-0.010882127098739147,
-0.03306274861097336,
0.011336622759699821,
0.021395202726125717,
0.003244826104491949,
0.015422074124217033,
0.00474800867959857,
0.012422660365700722,
0.0011250735260546207,
0.0024422407150268555,
-0.007575481664389372,
-0.009632442146539688,
-0.009134303778409958,
0.004320201463997364,
0.006906139198690653,
0.025519728660583496,
-0.022726301103830338,
0.01939512975513935,
0.0004034987650811672,
-0.0031860091257840395,
-0.012403068132698536,
0.015412649139761925,
0.0013759115245193243,
0.009366026148200035,
-0.0027725608088076115,
-0.008983202278614044,
-0.0017982497811317444,
0.025033868849277496,
0.007855098694562912,
0.005793259013444185,
-0.009379111230373383,
-0.014318613335490227,
-0.019644562155008316,
0.00533581105992198,
-0.025098979473114014,
0.00784442201256752,
0.00149574875831604,
-0.013622701168060303,
-0.0168149434030056,
-0.014570672065019608,
0.013108859769999981,
0.007925393991172314,
-0.001465200912207365,
0.007998375222086906,
0.015361076220870018,
-0.01091822236776352,
0.006246187724173069,
-0.016810009256005287,
-0.014217095449566841,
0.005499596707522869,
0.012605031952261925,
0.005051934625953436,
-0.011599194258451462,
-0.00645812600851059,
0.07308994233608246,
0.014885740354657173,
-0.0009694357868283987,
-0.013471722602844238,
0.0056662969291210175,
-0.0019843701738864183,
-0.017980515956878662,
-0.0022004793863743544,
0.017474453896284103,
0.009116516448557377,
0.01035529188811779,
-0.011782262474298477,
0.019235773012042046,
-0.010347088798880577,
0.021454598754644394,
0.002221754053607583,
-0.0038468684069812298,
-0.005366040393710136,
0.010022832080721855,
0.018094856292009354,
0.000687439925968647,
-0.003486109431833029,
0.0029618781991302967,
-0.023299334570765495,
-0.0048637352883815765,
-0.0017332218121737242,
0.003052603453397751,
-0.01523955911397934,
0.01250541303306818,
-0.0011008474975824356,
0.018529940396547318,
-0.00879586860537529,
-0.000785457668825984,
-0.006260912865400314,
0.003792830277234316,
-0.00159046845510602,
-0.0008158786222338676,
-0.009907707571983337,
0.0018680552020668983,
0.025096779689192772,
0.01696612685918808,
-0.009828032925724983,
0.032392002642154694,
0.01381850428879261,
0.020882396027445793,
-0.013108961284160614,
-0.006240027025341988,
-0.0077439104206860065,
-0.005963112693279982,
0.01425760705024004,
-0.0030999528244137764,
0.005337441805750132,
0.010991016402840614,
-0.026986826211214066,
0.005775867961347103,
0.0007877518655732274,
0.017826419323682785,
-0.0007009200635366142,
0.00588226318359375,
-0.02163579687476158,
-0.02366546541452408,
0.01131012849509716,
0.001468130387365818,
-0.0007354884874075651,
-0.008780034258961678,
-0.02138519287109375,
0.02365802228450775,
-0.012408147566020489,
0.014675053767859936,
0.0012624012306332588,
-0.013345310464501381,
0.009655563160777092,
-0.010624751448631287,
-0.011556101031601429,
-0.0021317366044968367,
-0.019902270287275314,
-0.006487777456641197,
-0.017234282568097115,
0.005144041031599045,
-0.020458366721868515,
0.0024516601115465164,
-0.015754515305161476,
-0.01166977547109127,
0.013309922069311142,
-0.01578742451965809,
0.03657582774758339,
-0.0013373903930187225,
-0.07562927901744843,
-0.03267316520214081,
0.006212643813341856,
-0.005900870077311993,
-0.005003950092941523,
0.006697218865156174,
-0.003680520225316286,
0.004441564437001944,
0.013727935031056404,
0.00306164869107306,
0.025802699849009514,
-0.0019285818561911583,
0.0018867449834942818,
-0.004774582572281361,
0.008616416715085506,
-0.0062681520357728004,
-0.0035809886176139116,
0.01306234858930111,
0.006108139641582966,
0.0018915040418505669,
0.01758677326142788,
-0.009607672691345215,
-0.025655053555965424,
-0.00027666613459587097,
0.005309414584189653,
-0.08192113041877747,
0.005840403959155083,
-0.007860416546463966,
-0.025847941637039185,
-0.01875397190451622,
-0.010492274537682533,
0.02507976070046425,
-0.007615317590534687,
0.010385383851826191,
-0.011394399218261242,
-0.0024466991890221834,
0.017509454861283302,
-0.01702379435300827,
0.02831284888088703,
0.03129902854561806,
-0.005401588976383209,
0.00760201271623373,
0.01843884401023388,
0.023365985602140427,
-0.005903568118810654,
0.008312816731631756,
0.002757534384727478,
-0.0067197587341070175,
-0.0022694377694278955,
-0.015246299095451832,
-0.021682463586330414,
-0.012514855712652206,
0.010814212262630463,
0.010662095621228218,
-0.00040211528539657593,
-0.0005329496925696731,
0.01633978635072708,
-0.011650578118860722,
-0.05034445971250534,
0.0012006997130811214,
-0.004932833835482597,
-0.00015815743245184422,
0.010358193889260292,
-0.01674933172762394,
-0.00813164934515953,
-0.005537619814276695,
-0.021487880498170853,
0.004672935698181391,
0.007652672007679939,
0.0156023520976305,
-0.01653498038649559,
0.006430634297430515,
0.0003690700978040695,
0.014817781746387482,
0.011001531034708023,
0.0026597389951348305,
-0.04665642976760864,
-0.008855416439473629,
-0.033899806439876556,
-0.004573550075292587,
-0.010483631864190102,
-0.0003149861004203558,
0.004432296380400658,
0.0005413750186562538,
0.01212356798350811,
-0.008080429397523403,
0.01739126443862915,
0.005537977442145348,
0.07227055728435516,
-0.0013660958502441645,
0.001495902193710208,
0.007111263927072287,
0.009202738292515278,
0.002393887611106038,
-0.022994600236415863,
0.01684959977865219,
0.028628744184970856,
-0.014974834397435188,
0.004905365407466888,
-0.00613741297274828,
-0.022759931161999702,
-0.0013593664625659585,
0.040650300681591034,
0.00414584344252944,
-0.019288798794150352,
-0.02588396519422531,
0.02011866122484207,
0.0014436118071898818,
-0.011025729589164257,
-0.02897633984684944,
-0.013837884180247784,
-0.027421860024333,
-0.00485170166939497,
0.0030820018146187067,
-0.006334414705634117,
0.009833134710788727,
0.009425980970263481,
-0.0023818197660148144,
0.005012199282646179,
0.013389326632022858,
0.0033054857049137354,
0.002242588670924306,
0.016926441341638565,
-0.0032395673915743828,
0.0014024721458554268,
0.0001765954657457769,
-0.024447303265333176,
-0.015443366020917892,
0.00769028440117836,
0.02623957395553589,
0.004579833708703518,
0.017074059695005417,
-0.007857976481318474,
0.009410033002495766,
0.001280775759369135,
-0.00021024886518716812,
0.05079024285078049,
0.017315790057182312,
0.011772251687943935,
-0.011993607506155968,
0.004987143911421299,
0.001269124448299408,
0.013980783522129059,
-0.0026219915598630905,
0.0004099550424143672,
0.0072175124660134315,
0.00290250894613564,
-0.006875769235193729,
-0.024042680859565735,
-0.010110555216670036,
0.008387725800275803,
0.0009767235023900867,
0.008717545308172703,
-0.008976551704108715,
-0.004254079423844814,
-0.010360391810536385,
-0.00290510430932045,
0.005925237201154232,
-0.011763246729969978,
-0.002194828586652875,
0.0017276736907660961,
0.019717194139957428,
0.015013657510280609,
-0.0005629085935652256,
-0.01501515507698059,
-0.023207852616906166,
0.0038000105414539576,
-0.0028043726924806833,
-0.00273051206022501,
0.023273026570677757,
0.0033740331418812275,
-0.0074777184054255486,
-0.005972998216748238,
0.009394736960530281,
-0.010585845448076725,
-0.022154849022626877,
0.005507771857082844,
0.012116797268390656,
-0.0007192227058112621,
-0.018550001084804535,
0.005968265235424042,
0.001484706997871399,
0.005557175725698471,
0.03366947919130325,
-0.0008360284846276045,
0.012207381427288055,
0.02159697934985161,
0.006700988858938217,
0.022987237200140953,
-0.007596810348331928,
-0.011273353360593319,
-0.005547818727791309,
-0.0017849098658189178,
-0.009240738116204739,
-0.001460871659219265,
0.01888960599899292,
0.0008840025402605534,
-0.010068327188491821,
0.00938056968152523,
0.02856474369764328,
-0.018347058445215225,
0.06267575919628143,
-0.005071775056421757,
0.019519036635756493,
-0.011944240890443325,
-0.0006160079501569271,
0.020456945523619652,
-0.004199292045086622,
0.03067811205983162,
-0.014502391219139099,
0.011469125747680664,
0.023632336407899857,
-0.0024820067919790745,
-0.000731221167370677,
-0.0030717109329998493,
0.010363193228840828,
-0.008755678310990334,
0.008419547230005264,
0.011418926529586315,
0.0010797115974128246,
0.0004458981566131115,
-0.00922120176255703,
-0.00900185015052557,
-0.006705183070152998,
-0.0007295280229300261,
-0.019169114530086517,
0.004614470526576042,
-0.01723628118634224,
-0.0022856411524116993,
-0.013952979817986488,
0.004103704355657101,
0.003921916708350182,
0.00786794163286686,
-0.004313566721975803,
0.0037991409189999104,
0.012930871918797493,
0.0042686909437179565,
0.012823240831494331,
0.009414482861757278,
0.002926500979810953,
0.024687834084033966,
-0.0008623538305982947,
0.019912345334887505,
0.009768729098141193,
-0.002159806666895747,
-0.004646630492061377,
-0.01961330510675907,
0.016252610832452774,
0.01304576825350523,
-0.00408508162945509,
0.0004927385598421097,
0.013603081926703453,
0.004271069075912237,
0.02074405550956726,
-0.0035974858328700066,
0.010025517083704472,
0.009303776547312737,
-0.016195468604564667,
0.010263153351843357,
-0.026595331728458405,
-0.019541732966899872,
-0.005929800681769848,
0.0019516441971063614,
-0.01837947778403759,
-0.006945006549358368,
-0.007867814041674137,
-0.012458240613341331,
0.005931122228503227,
0.010023750364780426,
-0.00822885800153017,
-0.010074608027935028,
-0.005998294800519943,
-0.013270840048789978,
0.020741093903779984,
-0.015392879955470562,
0.00811451580375433,
0.009849555790424347,
-0.009177127853035927,
0.006926703732460737,
-0.0047906930558383465,
-0.007770729251205921,
-0.005549909546971321,
0.024450067430734634,
-0.008634669706225395,
-0.006596782244741917,
-0.009448956698179245,
0.00041263247840106487,
0.012490909546613693,
0.005549104418605566,
-0.0026173300575464964
] | [
-0.021663567051291466,
-0.10830681025981903,
0.8154516220092773,
-0.09472917020320892,
0.2163778692483902,
-0.41341322660446167,
-0.06764120608568192,
-0.4669555127620697,
-0.037058230489492416,
-0.5279610753059387,
-0.19862470030784607,
0.7563085556030273,
-0.6176526546478271,
-0.302831768989563,
-0.10923279076814651,
0.6917763948440552,
0.4068511724472046,
0.2613798677921295,
-0.09258001297712326,
-0.3993629217147827,
-0.5078098177909851,
-0.21117465198040009,
0.24426008760929108,
-0.28068217635154724,
0.31228968501091003,
-0.10941801220178604,
0.49604272842407227,
0.5959781408309937,
-0.30860286951065063,
0.21063561737537384,
0.3600679337978363,
0.398622065782547,
-0.7442383170127869,
-0.16525420546531677,
0.22369718551635742,
0.12573127448558807,
-0.3631843328475952,
-0.1645824909210205,
-0.2926991283893585,
-0.5003477931022644,
0.10614662617444992,
0.15591928362846375,
-0.37055161595344543,
0.4371403157711029,
-0.10901854932308197,
-0.35869085788726807,
-1.647475004196167,
0.265664666891098,
0.02653602696955204,
-0.1357271522283554,
-0.16678526997566223,
0.27091941237449646,
0.1692773848772049,
0.2009880393743515,
0.3339084982872009,
0.24448716640472412,
-0.4989774227142334,
-0.2577904164791107,
0.35008296370506287,
-0.08618593215942383,
0.045329585671424866,
-0.3231528699398041,
-0.29370683431625366,
0.16146714985370636,
0.04962855204939842,
0.09508408606052399,
-0.024236945435404778,
-0.2168806791305542,
-0.4889797270298004,
-0.09125974774360657,
0.5134071111679077,
-0.28981974720954895,
-0.37942105531692505,
-0.08185708522796631,
-0.5585882067680359,
-0.23376792669296265,
0.11940101534128189,
0.10436507314443588,
0.1326511800289154,
0.5061011910438538,
0.32925647497177124,
0.39747828245162964,
0.44078758358955383,
-0.35280027985572815,
0.5234091281890869,
0.010262901894748211,
-0.18797698616981506,
0.7758339047431946,
-0.6836819052696228,
-0.021289855241775513,
0.31529468297958374,
-0.42920398712158203,
0.11412397772073746,
0.5174688100814819,
0.6262790560722351,
0.10173838585615158,
-0.18244220316410065,
0.12243545055389404,
0.08920475840568542,
0.36636561155319214,
0.11911579221487045,
0.0785953551530838,
0.07843808829784393,
-0.5698794722557068,
0.06997133791446686,
-0.4854476749897003,
-0.9936192631721497,
-0.5334334373474121,
-0.4192814230918884,
0.18284505605697632,
-0.6066506505012512,
0.44997578859329224,
0.37667155265808105,
-0.08427511155605316,
-0.41924944519996643,
0.6085425019264221,
0.12596838176250458,
0.42756763100624084,
-0.11498112976551056,
0.5719278454780579,
0.26190799474716187,
1.3270422220230103,
-0.1568681001663208,
0.6972028017044067,
0.1453881412744522,
0.09754786640405655,
0.579774796962738,
0.523764967918396,
-0.8078759908676147,
0.279178261756897,
0.299409955739975,
1.0744513273239136,
-0.5050212740898132,
0.2148066908121109,
-0.19284281134605408,
-0.23529501259326935,
-0.09645459800958633,
-0.07564135640859604,
0.5802664756774902,
-0.009614957496523857,
-0.41654255986213684,
-0.8056991696357727,
0.1027575433254242,
-0.07984140515327454,
-0.022421637549996376,
0.06341668963432312,
-0.24610017240047455,
-0.3372403383255005,
-0.5734316110610962,
-0.22645483911037445,
-0.20944872498512268,
0.122792549431324,
-0.7172438502311707,
0.284522145986557,
-0.20540402829647064,
0.4031396806240082,
0.08914072811603546,
-0.022736307233572006,
-0.238237664103508,
0.3383576273918152,
-0.0560622364282608,
0.014861113391816616,
-0.5750957727432251,
0.20202787220478058,
0.05407192185521126,
-0.36354386806488037,
0.09477221965789795,
0.41304510831832886,
0.2946247458457947,
-0.17168490588665009,
-0.13817451894283295,
-0.06932221353054047,
-0.12500813603401184,
-0.385739803314209,
0.6535460948944092,
0.47572752833366394,
0.38977423310279846,
-0.1976414918899536,
-0.035341594368219376,
0.6020644307136536,
-0.8370935320854187,
-0.035359952598810196,
0.24698300659656525,
-0.5468114614486694,
0.08025079220533371,
0.36500927805900574,
0.4258250296115875,
0.05025918409228325,
0.032305385917425156,
0.06580101698637009,
-0.46759703755378723,
-0.06983914971351624,
0.32234808802604675,
-0.9336814284324646,
1.1057825088500977,
-0.31553226709365845,
-0.3554735481739044,
0.6880415081977844,
0.000516986008733511,
0.574672281742096,
0.012450581416487694,
0.06060634180903435,
0.6630315184593201,
-0.3818097412586212,
-0.13030506670475006,
-0.3745150864124298,
0.3429412841796875,
0.14177443087100983,
-0.47513678669929504,
0.12036333233118057,
0.8679710030555725,
-0.18829317390918732,
-0.06372170895338058,
-0.3147367238998413,
0.3795165419578552,
-0.06487412005662918,
-0.3433390259742737,
0.523460328578949,
-0.2585251033306122,
0.3779204487800598,
0.5662166476249695,
-0.3884611129760742,
-0.22269029915332794,
0.7321828603744507,
-0.03156886249780655,
0.7110939025878906,
0.14298422634601593,
0.012449749745428562,
0.8448949456214905,
-0.4726133644580841,
0.02165111154317856,
-0.20697841048240662,
-0.14243800938129425,
-0.7336427569389343,
-0.5569673776626587,
-0.09384969621896744,
0.36132898926734924,
-0.20112057030200958,
0.2776520550251007,
0.12086240947246552,
0.0893934965133667,
0.5615131258964539,
-0.7600864768028259,
0.37555739283561707,
0.03409353271126747,
-0.415071576833725,
0.015826288610696793,
-0.3931289315223694,
-0.11473353952169418,
-0.20391368865966797,
-0.19474618136882782,
0.18749406933784485,
0.14201943576335907,
-0.49162757396698,
0.34614449739456177,
0.08060053735971451,
-0.2264106422662735,
-0.2403833121061325,
-0.27552857995033264,
-0.18747778236865997,
-0.338854044675827,
0.27956655621528625,
-0.19475668668746948,
0.05846108868718147,
-0.25483205914497375,
-0.30853071808815,
-0.20863837003707886,
-0.223427414894104,
0.470990926027298,
0.926029622554779,
0.21968543529510498,
0.07147066295146942,
-0.12870009243488312,
0.1336623728275299,
-0.5827759504318237,
-1.0260584354400635,
0.6845285892486572,
0.4433574080467224,
-0.4710591435432434,
-0.628688633441925,
-0.13813848793506622,
0.9219719171524048,
0.6471998691558838,
-0.6269619464874268,
-0.5374888181686401,
0.04865887761116028,
0.5466210842132568,
0.09065588563680649,
-0.9426506161689758,
0.17761577665805817,
-0.4039301574230194,
-0.2174168825149536,
-0.3516137897968292,
0.06493761390447617,
-0.026709573343396187,
0.48229745030403137,
0.3035992980003357,
0.35510140657424927,
0.37343910336494446,
0.011165565811097622,
0.020532991737127304,
0.2334211766719818,
-0.09332472831010818,
-0.1607351303100586,
0.2748841345310211,
-0.34464845061302185,
-0.7450975179672241,
0.5499454140663147,
-5.740367412567139,
-0.06526922434568405,
-0.44848909974098206,
0.106525719165802,
-0.5727460384368896,
0.366423636674881,
0.6407825350761414,
-0.18006885051727295,
0.614065408706665,
-0.2140965610742569,
-0.1147119551897049,
0.584148108959198,
0.44262805581092834,
-0.014878397807478905,
0.3344185948371887,
-0.2232840210199356,
0.5831667184829712,
0.09177768975496292,
0.2465706765651703,
0.032314129173755646,
0.22606292366981506,
-0.19280332326889038,
-0.21999886631965637,
0.49307891726493835,
-0.06873318552970886,
0.018916748464107513,
-0.6433033347129822,
0.29292944073677063,
0.2881288230419159,
-0.4513615071773529,
0.5857831239700317,
0.04855191707611084,
0.11163152009248734,
-0.1267436295747757,
0.5205212235450745,
0.3050699532032013,
0.5511096119880676,
-0.1999659687280655,
-0.06610988825559616,
-0.3142930269241333,
0.7633755803108215,
0.3480900526046753,
-0.007368503604084253,
0.2123730480670929,
0.5146912932395935,
-0.49955087900161743,
-0.2672896087169647,
0.5109875202178955,
-0.09308396279811859,
0.6700658202171326,
-0.094542495906353,
0.12615470588207245,
0.29366183280944824,
0.28271132707595825,
0.28203538060188293,
-0.37550613284111023,
0.14446787536144257,
0.0274738110601902,
-0.0736972987651825,
0.44451677799224854,
0.05438397079706192,
-0.3247773349285126,
-0.1333935707807541,
-0.729981005191803,
-0.2659604549407959,
0.5874411463737488,
-0.4424455761909485,
-0.9607959389686584,
0.4425469636917114,
-0.22583599388599396,
-0.8073404431343079,
0.06195468083024025,
0.18809153139591217,
-0.47138333320617676,
0.7769612669944763,
-0.27387672662734985,
0.6115500926971436,
0.0012767961015924811,
-0.3108323812484741,
-0.05954906344413757,
-0.29778891801834106,
-0.47100555896759033,
-0.20465712249279022,
-0.1444433480501175,
0.07655800879001617,
-0.4780983030796051,
-0.04113324359059334,
-0.3603305518627167,
-0.2937299907207489,
-0.11576447635889053,
0.7934804558753967,
-0.5085740089416504,
0.20209099352359772,
0.3468247652053833,
0.5831657648086548,
0.4578525125980377,
-0.0033529428765177727,
-0.03533518686890602,
0.5983550548553467,
-0.3102874159812927,
0.9300051927566528,
0.1388951689004898,
-0.3166877031326294,
-0.8067010641098022,
0.17024639248847961,
-0.08301344513893127,
-0.11921412497758865,
-0.13437454402446747,
0.6147104501724243,
-0.2974439859390259,
-0.017212480306625366,
-0.199111208319664,
-0.31978461146354675,
-0.16613197326660156,
0.40955808758735657,
-0.12345162034034729,
0.08396991342306137,
0.2920234203338623,
0.34611108899116516,
-0.08821358531713486,
0.034009676426649094,
0.10558561980724335,
0.2577284872531891,
0.2812826335430145,
0.11728782206773758,
-0.11183570325374603,
-0.05288093537092209,
0.4376375377178192,
-0.46416395902633667,
-0.006352283526211977,
0.8064497113227844,
0.582156777381897,
-0.3482208847999573,
0.22049427032470703,
0.2056470662355423,
-0.18059295415878296,
-0.3530692160129547,
-0.19684655964374542,
0.37820711731910706,
-0.767263650894165,
0.1078934296965599,
-0.3780980706214905,
-0.07240718603134155,
-0.20470134913921356,
0.17775729298591614,
-0.13797743618488312,
0.06460770964622498,
-0.14164042472839355,
-0.0803990587592125,
0.0689314603805542,
-0.4355846047401428,
0.36487773060798645,
-0.06567945331335068,
-0.4831602871417999,
-0.12852641940116882,
0.15128861367702484,
0.534087061882019,
-0.35138916969299316,
0.28663623332977295,
-0.6473443508148193,
0.40469685196876526,
0.6345973014831543,
-0.8189283609390259,
-0.08295959234237671,
-0.015232699923217297,
0.04414137452840805,
-0.6718244552612305,
-0.2901180684566498,
-0.08370698988437653,
0.37079256772994995,
-0.39772167801856995,
-0.4715726971626282,
-0.5966295003890991,
-0.49969354271888733,
0.08487570285797119,
-0.09009816497564316,
-0.18300026655197144,
0.14325155317783356,
-0.19945941865444183,
-0.17330606281757355,
0.14883479475975037,
-0.2226879894733429,
-0.3068503141403198,
0.6007588505744934,
0.9216031432151794,
-0.29616230726242065,
-0.10134366899728775,
-0.1916199028491974,
-0.4296451508998871,
-0.6655996441841125,
0.317221462726593,
0.740424633026123,
0.10804160684347153,
-0.28850701451301575,
-0.09809264540672302,
-0.44035547971725464,
-0.06661807000637054,
0.3587554693222046,
-0.3059062957763672,
-0.6808849573135376,
-0.05016406625509262,
0.6256746649742126,
-0.5398924946784973,
0.49776792526245117,
-0.5167357325553894,
-0.2688230574131012,
0.10523276776075363,
0.3871811032295227,
-0.08202380686998367,
-0.10747289657592773,
-0.46724042296409607,
-0.5935409069061279,
0.0841430276632309,
0.12865135073661804,
-0.38003018498420715,
0.47023531794548035,
0.03944111242890358,
-0.19817423820495605,
-0.6150323748588562,
0.2400139570236206,
-0.34506937861442566,
-0.6346666216850281,
-0.042047951370477676,
0.34767258167266846,
-0.30150267481803894,
-0.1535596251487732,
0.2995142638683319,
-0.7198061347007751,
-0.1801055669784546,
0.47032710909843445,
-0.38760021328926086,
0.06267140060663223,
0.23221150040626526,
-0.14802423119544983,
-0.2789221704006195,
0.06957697868347168,
-0.6001741886138916,
-0.02863929606974125,
-0.1558653563261032,
0.5345796942710876,
0.049564070999622345,
0.472062349319458,
-0.6697470545768738,
-0.5777680277824402,
-0.04000494256615639,
0.2564879357814789,
0.5340086221694946,
-0.1994524449110031,
-1.3423398733139038,
0.07919828593730927,
0.20611004531383514,
-0.3504962623119354,
-0.3545001745223999,
0.23874439299106598,
0.7967613935470581,
0.17772559821605682,
-0.3035772144794464,
-0.49764618277549744,
-0.2506168782711029,
0.3035891652107239,
-0.4917200207710266,
-0.06248663738369942,
-0.5976293683052063,
-0.3559018075466156,
0.5911678671836853,
0.02455056458711624,
-0.23089557886123657,
-1.2553107738494873,
0.22415392100811005,
-0.22357307374477386,
-0.0024794815108180046,
-0.014508831314742565,
1.2362459897994995,
0.5425631999969482,
-0.2665935754776001,
-0.015658996999263763,
0.15932203829288483,
0.18567703664302826,
-0.10216585546731949,
0.33173704147338867,
-0.341067910194397,
0.03895561397075653,
-0.037424392998218536,
-0.3961291015148163,
-0.0461074598133564,
-0.005520123988389969,
0.44050151109695435,
0.010385100729763508,
0.15122118592262268,
-0.5330908298492432,
0.054065920412540436,
0.2998979091644287,
-0.7474947571754456,
0.40067926049232483,
-0.02706349454820156,
0.2830236256122589,
-0.009217614307999611,
-0.0437685027718544,
0.09861546009778976,
-0.4605345129966736,
-0.19220206141471863,
0.9563268423080444,
0.49063900113105774,
-0.7730175256729126,
0.6351067423820496,
0.2732117176055908,
0.6948468089103699,
0.23572155833244324,
-0.014876188710331917,
-0.19287140667438507,
0.06306132674217224,
0.0793345719575882,
-0.12280607223510742,
1.085909128189087,
-0.44456946849823,
0.6073693633079529,
0.3170093297958374,
0.2419104427099228,
0.9108741879463196,
0.017304833978414536,
0.22294571995735168,
0.10264989733695984,
0.4494074583053589,
-0.18730367720127106,
-0.5876330137252808,
0.572833776473999,
-0.20288744568824768,
0.4471990168094635,
0.2422093003988266,
0.17754140496253967,
0.5232359766960144,
0.5479023456573486,
-0.19613376259803772,
0.5447402000427246,
0.13088352978229523,
0.22627653181552887,
0.23221668601036072,
-0.22161802649497986,
-0.6608562469482422,
0.201492577791214,
0.20450687408447266,
0.34423860907554626,
-0.5001099705696106,
0.5334826111793518,
-0.24696916341781616,
0.5969378352165222,
0.46439221501350403,
0.2118188887834549,
-0.4704745411872864,
0.10330687463283539,
-0.07421525567770004,
0.467445969581604,
-0.04808223620057106,
0.17027226090431213,
-0.398355633020401,
-0.4216260313987732,
0.5373348593711853,
-0.4111141264438629,
-0.1068313866853714,
0.16384898126125336,
0.21280327439308167,
0.3267518877983093,
0.309428870677948,
0.2953091263771057,
-0.7778604030609131,
-0.12441123276948929,
0.4307796061038971,
-0.4179554879665375,
0.17216061055660248,
-0.19842730462551117,
0.0485570952296257,
0.5117045044898987,
-0.33876267075538635,
0.6858140826225281,
-0.3792070746421814,
-0.4267549514770508,
0.23234328627586365,
-0.15726512670516968,
-0.11609557271003723,
0.6746183633804321,
-0.5165573954582214,
0.7423876523971558,
0.1686168909072876,
-0.6010609269142151,
0.14683498442173004,
-0.6157923936843872,
-0.37449654936790466,
0.37173372507095337,
0.5255998969078064,
-0.2318473905324936,
0.3358302712440491,
-0.4296141266822815,
-0.36676621437072754,
-0.02701464854180813,
0.1155269593000412,
-0.25823575258255005,
0.26629647612571716,
0.7935950756072998,
0.1947997659444809,
0.22422699630260468,
-0.03003360889852047,
0.3687148690223694,
-0.15943646430969238,
0.10910030454397202,
-0.8357628583908081,
0.2701787054538727,
-0.7678462862968445,
0.13436338305473328,
-0.6312328577041626,
0.005693191662430763,
0.6469703912734985,
0.26600217819213867,
-0.07030650228261948,
-0.48620933294296265,
-0.26968902349472046,
-0.2089402675628662,
0.29238349199295044,
-0.45225703716278076,
0.4215742349624634,
-0.06834527105093002,
-0.2377682477235794,
-0.29101553559303284,
0.18584607541561127,
-0.13831108808517456,
-0.21805286407470703,
-0.4407338500022888,
0.06697550415992737,
0.4773420989513397,
-0.5723088979721069,
0.24894262850284576,
0.24760189652442932,
-0.4308989942073822,
-0.6013798117637634,
0.5024510622024536,
-0.4788699150085449,
0.0775270015001297,
-0.279840886592865,
-0.0407920777797699,
0.3534810245037079,
-0.26714757084846497,
0.034159522503614426,
-0.11039278656244278,
-0.11066239327192307,
0.27705255150794983,
-0.5210646390914917,
0.17916835844516754,
-0.20842485129833221,
-0.10555258393287659,
-0.5857904553413391,
0.4906342923641205,
-0.037049345672130585,
-0.795896053314209,
0.3979194164276123,
-0.1327143758535385,
-0.003585255006328225,
0.36208781599998474,
-0.41697803139686584,
-0.7429770827293396,
-0.5787968039512634,
0.04335244745016098
] |
One of the services used in mobile phone is the short message service (SMS) which is widely used by the public in all parts of the world especially in Asia and Europe. This service enables people to write and exchange short messages via mobile phone. Due to the limited size of SMS, lack of a proper keyboard on the mobile phone and to improve the speed of typing, new abbreviations have been invented for different words and phrases which has lead to the invention of a new language called SMS-texting. One of the main issues in communication is information security and privacy. There are many methods for secret communication and many researchers are working on steganography. In steganography the data is hidden in a cover media such as picture or text. The present paper offers a new method for secret exchange of information through SMS by using and developing abbreviation text steganography with the use of the invented language of SMS-texting. This project has been implemented by J2ME (Java 2 Micro Edition) programming language and tested on a Nokia N71 mobile phone. | [
0.0035510321613401175,
-0.003900110023096204,
-0.008612226694822311,
0.005757149774581194,
0.01823527365922928,
0.01043536514043808,
0.009348668158054352,
0.012854116037487984,
-0.009999099187552929,
-0.03183203190565109,
-0.0139611242339015,
0.004924015142023563,
-0.0011781638022512197,
0.027439504861831665,
0.0011880011297762394,
-0.008218677714467049,
-0.014908995479345322,
0.003819795325398445,
0.010814245790243149,
-0.01492488943040371,
0.006245804950594902,
0.0057585583999753,
0.00803544744849205,
0.0003613387234508991,
0.03182859718799591,
0.01399341318756342,
0.043175108730793,
-0.021835587918758392,
-0.04983297362923622,
-0.0034649590961635113,
-0.007883740589022636,
0.015205522999167442,
-0.005097776651382446,
-0.0010350542142987251,
-0.008790222927927971,
-0.013945989310741425,
-0.0005085501470603049,
0.018249019980430603,
-0.021052291616797447,
-0.00203232211060822,
0.0007344605401158333,
-0.0039300695061683655,
0.005164864473044872,
0.008926931768655777,
-0.010673857294023037,
0.0014103028224781156,
-0.0005067547899670899,
0.008671853691339493,
-0.011901037767529488,
0.009485549293458462,
-0.012872789055109024,
0.020328231155872345,
0.008443256840109825,
0.021925322711467743,
-0.007034962996840477,
-0.007301766891032457,
0.016535116359591484,
0.016457542777061462,
-0.0007989001460373402,
-0.019909296184778214,
0.012670878320932388,
0.0003879731521010399,
-0.00013228971511125565,
-0.00023892871104180813,
0.02283717691898346,
-0.06692724674940109,
-0.01670813374221325,
0.013266297057271004,
0.01889532431960106,
-0.020380672067403793,
0.009399131871759892,
0.0029117772355675697,
0.0018487059278413653,
-0.013243256136775017,
-0.015169017016887665,
-0.03758350759744644,
0.005250576883554459,
-0.003937383648008108,
0.011536972597241402,
0.0011728322133421898,
0.0039563653990626335,
0.005353349726647139,
0.0013204501010477543,
0.008065365254878998,
-0.01140568871051073,
-0.010296808555722237,
-0.009633345529437065,
-0.0012794772628694773,
-0.022697288542985916,
0.0326724573969841,
0.011896317824721336,
-0.0014138019178062677,
0.0007401004550047219,
-0.014829613268375397,
0.015204274095594883,
-0.03337615355849266,
-0.018230974674224854,
0.0030955735128372908,
0.023952651768922806,
-0.023037796840071678,
0.007069896906614304,
-0.0037921322509646416,
0.014225311577320099,
-0.0027320373337715864,
0.027527473866939545,
0.008719081059098244,
0.007325992453843355,
0.013770651072263718,
-0.030392367392778397,
0.0028275486547499895,
-0.017876364290714264,
-0.00633330550044775,
-0.022100001573562622,
0.00008837971836328506,
0.019389022141695023,
0.029898477718234062,
-0.007330253720283508,
-0.027883565053343773,
0.00614380557090044,
-0.014457452110946178,
-0.02124020829796791,
-0.007523173000663519,
0.0056119514629244804,
0.0025554897729307413,
0.007552565075457096,
0.0037940109614282846,
-0.01899547502398491,
-0.00913630798459053,
-0.015815429389476776,
-0.007974384352564812,
-0.009783313609659672,
0.020727675408124924,
-0.001383383758366108,
-0.0034582968801259995,
-0.013031895272433758,
-0.015019416809082031,
-0.0062448568642139435,
0.012345531955361366,
-0.0015642764046788216,
-0.006748927291482687,
-0.018847640603780746,
0.0030273334123194218,
0.0041210344061255455,
0.018727503716945648,
0.02599092572927475,
-0.01979588158428669,
0.007998060435056686,
0.018380243331193924,
0.00845330860465765,
0.002987571759149432,
-0.004331772681325674,
-0.010213361121714115,
-0.0006154606817290187,
-0.012993992306292057,
0.014372089877724648,
0.005421235226094723,
-0.014200377278029919,
0.025750981643795967,
-0.015961801633238792,
-0.006856558844447136,
-0.011809132993221283,
0.024492140859365463,
0.01888163760304451,
0.00866020005196333,
0.0018435512902215123,
-0.012648890726268291,
0.036912769079208374,
-0.01044243574142456,
-0.0017123899888247252,
0.005573376081883907,
-0.003537554759532213,
0.02429923787713051,
0.00024465820752084255,
0.011601109057664871,
0.005811108276247978,
-0.0007922281511127949,
0.01218772865831852,
0.009347980841994286,
-0.005337924230843782,
0.06693912297487259,
-0.016882942989468575,
-0.01963825896382332,
0.02135898917913437,
0.006140676327049732,
0.0011946086306124926,
-0.014910317957401276,
0.010416689328849316,
-0.004897645674645901,
-0.00543260620906949,
-0.0006243588868528605,
-0.019618917256593704,
-0.020107164978981018,
-0.008577242493629456,
-0.005838829092681408,
-0.023280128836631775,
0.00551767461001873,
-0.0037867873907089233,
-0.003521289909258485,
0.01310818176716566,
-0.005753946956247091,
0.02566435933113098,
-0.0004390077665448189,
0.03700771555304527,
-0.00614272803068161,
-0.0014735274016857147,
0.008125478401780128,
0.004715555347502232,
-0.0062340437434613705,
0.01891658827662468,
0.02026159130036831,
0.00021604541689157486,
0.0419585295021534,
0.022673550993204117,
-0.017713841050863266,
-0.0014609277714043856,
-0.0008771782740950584,
0.02466941438615322,
0.012780232354998589,
0.008220531046390533,
-0.011354940012097359,
-0.009275764226913452,
0.002519093919545412,
0.009440334513783455,
0.003946262411773205,
0.010734329000115395,
0.0389859713613987,
0.005633641965687275,
0.010907127521932125,
0.010199167765676975,
-0.0034924461506307125,
0.00879703089594841,
0.008107357658445835,
-0.0016652027843520045,
0.011227549985051155,
0.034397631883621216,
-0.03058752976357937,
0.0026840707287192345,
-0.002158544724807143,
0.0063092708587646484,
-0.015962444245815277,
0.013712608255445957,
0.006042463704943657,
-0.013918869197368622,
-0.013333011418581009,
0.014876642264425755,
0.021829817444086075,
-0.006775017827749252,
-0.00031874829437583685,
-0.01249234564602375,
0.010482095181941986,
0.003927486948668957,
-0.002734796842560172,
0.02061394974589348,
0.010582664050161839,
0.0250910222530365,
-0.03921378031373024,
-0.02004537358880043,
-0.015068210661411285,
0.026206953451037407,
-0.026555851101875305,
0.004669536836445332,
0.00554939080029726,
-0.021570280194282532,
0.0023040298838168383,
0.030666667968034744,
-0.005381203256547451,
0.0028635887429118156,
0.010725777596235275,
-0.00400005467236042,
-0.009451916441321373,
0.0008531026542186737,
-0.007480529136955738,
0.016063639894127846,
-0.08240368962287903,
-0.010130329057574272,
0.018566876649856567,
0.004076742567121983,
0.013893438503146172,
-0.016814881935715675,
-0.007664606440812349,
-0.011535488069057465,
-0.017643142491579056,
0.009591352194547653,
-0.0041210646741092205,
-0.022454988211393356,
-0.015740811824798584,
-0.028071701526641846,
0.042472921311855316,
-0.012379253283143044,
0.009962650015950203,
0.011409373953938484,
0.0007432346465066075,
-0.0065903873182833195,
-0.026892371475696564,
-0.0011615925468504429,
0.0136963976547122,
0.00796221848577261,
0.012593328021466732,
0.0009737818036228418,
0.03195993974804878,
0.00871390849351883,
-0.015539679676294327,
-0.0011704806238412857,
-0.014166608452796936,
-0.0014049962628632784,
0.017791131511330605,
-0.018282238394021988,
0.0021141907200217247,
0.025043005123734474,
-0.002190731465816498,
0.006367648486047983,
-0.008616226725280285,
0.020857073366642,
0.010346589609980583,
0.007134950254112482,
-0.000747256213799119,
0.005387832410633564,
-0.002265690127387643,
0.010908037424087524,
0.009426571428775787,
0.019571762531995773,
0.007728740107268095,
-0.013047512620687485,
0.0037205866537988186,
-0.008010966703295708,
-0.0038245562463998795,
0.01040739193558693,
-0.012132426723837852,
-0.01611516624689102,
0.022185787558555603,
-0.0013619465753436089,
-0.013711728155612946,
-0.0036733425222337246,
0.000596651341766119,
-0.012784834951162338,
-0.026517005637288094,
-0.0061983997002244,
-0.005440520588308573,
-0.01394001767039299,
0.007432710379362106,
0.007659425027668476,
-0.027510937303304672,
-0.0037967681419104338,
-0.027183961123228073,
-0.027594780549407005,
0.016380812972784042,
-0.0003856890834867954,
-0.022716645151376724,
-0.011557035148143768,
-0.010735984891653061,
0.017415538430213928,
-0.010206827893853188,
0.008619478903710842,
-0.013986051082611084,
0.009225503541529179,
0.00362838595174253,
-0.009757699444890022,
0.00868069939315319,
0.00860053300857544,
0.007548403926193714,
0.0104622021317482,
0.004994947463274002,
-0.008693722076714039,
-0.0131900729611516,
-0.006315607577562332,
0.011427106335759163,
0.003976590000092983,
-0.0020022413227707148,
-0.0208707507699728,
-0.00901278667151928,
0.011002825573086739,
-0.034932028502225876,
0.0098134009167552,
0.005808764137327671,
0.017135385423898697,
-0.023828361183404922,
-0.015981581062078476,
-0.011402776464819908,
0.0018106959760189056,
-0.01725204661488533,
0.018449662253260612,
-0.014119889587163925,
-0.006167442537844181,
0.01771089807152748,
0.024237971752882004,
-0.007246391847729683,
0.01294531486928463,
0.004751212429255247,
-0.01447945274412632,
-0.010540872812271118,
-0.011212233453989029,
0.07255303859710693,
-0.0025226629804819822,
0.012890907004475594,
-0.012427087873220444,
-0.0023773678112775087,
-0.010894869454205036,
-0.0038379572797566652,
0.018487881869077682,
-0.02871425822377205,
-0.029424067586660385,
0.014077754691243172,
0.005430775694549084,
0.006619295570999384,
-0.008626753464341164,
0.010108203627169132,
-0.006070902571082115,
-0.004922348540276289,
-0.008463341742753983,
-0.019450468942523003,
0.03049270063638687,
0.02095315046608448,
-0.014719856902956963,
-0.0017094642389565706,
-0.022090734913945198,
-0.001270484528504312,
0.00010808208025991917,
-0.017668521031737328,
-0.009051748551428318,
-0.0034480898175388575,
0.003722167108207941,
0.000269946176558733,
-0.007157759740948677,
-0.0015735767083242536,
0.0010208102175965905,
0.02244190126657486,
-0.00697028124704957,
0.01694137044250965,
-0.01860092580318451,
0.002365395426750183,
-0.00024993252009153366,
0.03100539743900299,
-0.005419779568910599,
-0.01187899149954319,
0.017867662012577057,
-0.0009284615516662598,
0.012094493955373764,
0.012309027835726738,
-0.009226065129041672,
-0.010751069523394108,
0.011608007363975048,
0.00873190350830555,
0.009471366181969643,
0.0083157392218709,
0.01337774470448494,
-0.009318331256508827,
-0.0029823356308043003,
-0.01920914277434349,
-0.00033939303830266,
0.025069519877433777,
0.0013410821557044983,
-0.020943693816661835,
0.034949272871017456,
0.026775943115353584,
-0.011923091486096382,
-0.006000613793730736,
0.005718289874494076,
-0.01440353412181139,
-0.005603006109595299,
-0.023842625319957733,
0.03656880557537079,
-0.001288523431867361,
-0.002769725164398551,
0.018634483218193054,
-0.0042240433394908905,
-0.016052091494202614,
-0.009171013720333576,
-0.02001849189400673,
0.017255552113056183,
0.017154771834611893,
-0.0062445104122161865,
0.011502085253596306,
-0.02629217877984047,
-0.03349363058805466,
0.0057031260803341866,
-0.014517847448587418,
-0.001614176668226719,
-0.024389274418354034,
-0.07550276815891266,
0.00537514965981245,
0.011089134961366653,
-0.0073911771178245544,
0.014061416499316692,
-0.009000388905405998,
-0.0015102874021977186,
0.027004005387425423,
0.006247250363230705,
-0.008228719234466553,
0.0008952016942203045,
0.018169859424233437,
-0.015412844717502594,
0.012095676735043526,
0.012415635399520397,
-0.012929020449519157,
-0.00726161478087306,
0.010612290352582932,
0.01733540929853916,
0.0031212116591632366,
-0.02721051685512066,
-0.00566168874502182,
0.015847671777009964,
0.0012443161103874445,
-0.005044636316597462,
-0.08167515695095062,
-0.0019743405282497406,
0.012988483533263206,
-0.004996331874281168,
-0.002305059926584363,
-0.008574677631258965,
0.016364341601729393,
-0.026477135717868805,
-0.025498149916529655,
-0.014754269272089005,
-0.0005177701823413372,
0.023217547684907913,
-0.00928921066224575,
-0.010794729925692081,
-0.00012318603694438934,
-0.007978038862347603,
0.00048465817235410213,
-0.019080758094787598,
-0.004875446204096079,
0.003925325348973274,
0.005390572361648083,
0.0027812158223241568,
-0.009133112616837025,
0.004514987580478191,
-0.015172438696026802,
-0.013205621391534805,
0.01992681995034218,
0.005327001679688692,
0.014274278655648232,
-0.0066252839751541615,
0.017440229654312134,
0.012486053630709648,
0.0012949175434187055,
-0.009956683963537216,
0.018707014620304108,
-0.0050943633541464806,
-0.026165854185819626,
-0.00714708399027586,
-0.003420575289055705,
-0.014563964679837227,
-0.014165226370096207,
-0.005010864231735468,
0.006164813879877329,
0.017947932705283165,
0.018376639112830162,
0.005560628138482571,
0.003622744232416153,
-0.005777118727564812,
0.0019495354499667883,
0.012331737205386162,
0.00655025988817215,
0.002768878825008869,
0.025904513895511627,
-0.025105133652687073,
-0.017508583143353462,
0.027638684958219528,
-0.009383035823702812,
-0.0040051816031336784,
0.022212214767932892,
0.01625683158636093,
-0.001112012774683535,
0.04051285237073898,
0.01392451860010624,
0.0718400627374649,
-0.023711636662483215,
0.017438864335417747,
0.013889550231397152,
-0.004017875529825687,
-0.0013720712158828974,
0.003607578808441758,
-0.014009745791554451,
0.009244628250598907,
-0.007877935655415058,
-0.007407856173813343,
0.0036771870218217373,
-0.0011174979154020548,
0.0036144626792520285,
0.008208788931369781,
0.0021464191377162933,
-0.0023745140060782433,
-0.016241436824202538,
-0.03178086876869202,
0.01795920729637146,
0.024992579594254494,
-0.00492558628320694,
0.010066244751214981,
0.0062592653557658195,
0.028265273198485374,
0.005008204840123653,
-0.009556191973388195,
0.01703016646206379,
-0.0017212268430739641,
-0.0008129160851240158,
-0.00862321350723505,
0.008807669393718243,
0.0040135676972568035,
0.03631027787923813,
0.020936530083417892,
-0.02604598179459572,
-0.0016639214009046555,
-0.005411872174590826,
-0.0011734137078747153,
0.023845218122005463,
-0.016152245923876762,
-0.036748841404914856,
0.004656823351979256,
-0.009112082421779633,
0.019215498119592667,
0.010606157593429089,
0.01096245925873518,
0.007139827590435743,
0.019709736108779907,
-0.0015011201612651348,
-0.01773645728826523,
0.001506255124695599,
-0.010212264955043793,
-0.0028672581538558006,
-0.008085906505584717,
-0.0071748653426766396,
0.015094452537596226,
0.0059294370003044605,
-0.0013098998460918665,
-0.00948475394397974,
-0.019811168313026428,
-0.01237448863685131,
0.007107470650225878,
0.0007275050156749785,
-0.00512418569996953,
-0.026415089145302773,
-0.013867603614926338,
-0.008002737537026405,
-0.0004840062465518713,
0.0068190451711416245,
-0.016902189701795578,
0.004405978135764599,
0.005463870242238045,
-0.009684436954557896,
-0.015781477093696594,
0.0079897940158844,
-0.017785971984267235,
-0.04391762614250183,
0.01793619804084301,
0.0270437803119421,
-0.005751494783908129,
0.021473104134202003,
-0.0012101405300199986,
0.007745794951915741,
-0.002273131860420108,
-0.0033599124290049076,
0.0026400599163025618,
0.006067373789846897,
-0.009942635893821716,
0.016479874029755592,
-0.00814578216522932,
0.0063747987151145935,
0.00346378143876791,
0.0018986172508448362,
0.014375483617186546,
0.03621645271778107,
-0.01848980039358139,
0.00882826466113329,
0.0007726236945018172,
0.02013571560382843,
0.006213342770934105,
0.02028574049472809,
-0.011253520846366882,
0.0224313847720623,
0.003477271879091859,
-0.0025038328021764755,
0.01844671182334423,
-0.0102411899715662,
-0.00020855158800259233,
-0.013277660124003887,
-0.009694896638393402,
0.012871036306023598,
-0.002650649519637227,
0.014573832973837852,
-0.0033043110743165016,
-0.019576914608478546,
-0.011006813496351242,
-0.006078832317143679,
-0.0024047503247857094,
-0.00711688119918108,
0.01051328144967556,
-0.012939143925905228,
0.01797184720635414,
0.03783797100186348,
0.003405870869755745,
0.012141685001552105,
-0.005763803143054247,
0.040556952357292175,
-0.010845977813005447,
0.004033829551190138,
0.0044530658051371574,
-0.021714333444833755,
0.014372210949659348,
0.0003488797228783369,
0.025149578228592873,
0.024436084553599358,
0.022686325013637543,
0.0046312096528708935,
-0.014418966136872768,
0.021486708894371986,
0.008079331368207932,
-0.012870561331510544,
0.0008889867458492517,
0.021326255053281784,
0.009943941608071327,
0.0515495166182518,
0.0038761128671467304,
0.020956458523869514,
0.0036389778833836317,
0.0053338282741606236,
0.01975584402680397,
0.015251899138092995,
0.0038262391462922096,
-0.006743859965354204,
0.009362364187836647,
0.022116804495453835,
-0.0036712707951664925,
0.018820490688085556,
-0.015620671212673187,
0.01461966335773468,
-0.016671335324645042,
-0.008938401937484741,
0.022570636123418808,
-0.002554078586399555,
0.023979518562555313,
-0.00623358367010951,
-0.004347487818449736,
-0.00047186436131596565,
-0.01997242495417595,
0.0037782667204737663,
0.01433301717042923,
-0.02641463093459606,
-0.04703809320926666,
-0.004338427446782589,
-0.0010700719431042671,
-0.011714285239577293,
-0.009892787784337997,
0.01030571386218071,
-0.006223894655704498,
-0.01342765148729086,
0.023639418184757233,
0.007698927540332079,
0.015274454839527607,
-0.011681177653372288,
-0.0017938872333616018,
0.00024747615680098534,
-0.01462436094880104,
0.011462965980172157,
0.020106323063373566,
-0.023250019177794456,
0.020960021764039993,
-0.006302906200289726,
-0.01735670119524002,
-0.019646283239126205,
0.0025676225777715445,
-0.024210160598158836,
0.02381839230656624,
-0.01685512438416481,
0.013638149946928024,
-0.007989345118403435,
0.022458620369434357,
-0.005907053127884865
] | [
0.23480558395385742,
0.17317362129688263,
0.22436313331127167,
0.046039026230573654,
0.28540101647377014,
-0.04029756784439087,
0.4532908797264099,
0.4347793459892273,
-0.299478143453598,
-0.46979495882987976,
-0.1742335706949234,
0.48248741030693054,
-0.35450705885887146,
-0.37295788526535034,
-0.08503294736146927,
-0.005206740461289883,
0.35421663522720337,
0.6546613574028015,
0.013301814906299114,
-0.14836668968200684,
-0.8112605810165405,
0.26311835646629333,
0.24791334569454193,
-0.6015905141830444,
0.29015040397644043,
0.15200254321098328,
0.10116906464099884,
0.6583210229873657,
-0.1689257174730301,
-0.3347505033016205,
0.599425196647644,
0.06285101175308228,
-0.019101619720458984,
0.20084606111049652,
-0.033600348979234695,
-0.6018245816230774,
0.039829738438129425,
-0.23587332665920258,
-0.44499725103378296,
-0.17469175159931183,
-0.3792896270751953,
-0.3121083676815033,
0.06726040691137314,
-0.13254483044147491,
-0.16007450222969055,
-0.6670615673065186,
-1.0278185606002808,
0.30820584297180176,
-0.602298378944397,
0.3011845350265503,
-0.5608078837394714,
0.5301706790924072,
0.26065683364868164,
0.5856330990791321,
0.27372583746910095,
0.3259675204753876,
-0.34244295954704285,
-0.02700233645737171,
-0.32857003808021545,
-0.2759663164615631,
0.6956618428230286,
-0.40693965554237366,
0.09206405282020569,
-0.02692611701786518,
0.36412787437438965,
0.12712496519088745,
-0.08401795476675034,
-0.19278104603290558,
-0.2611629068851471,
-0.032940030097961426,
0.28279992938041687,
-0.6864894032478333,
-0.2865380048751831,
0.08379004150629044,
-0.4338953197002411,
-0.2413618117570877,
-0.13483020663261414,
-0.0440254770219326,
0.17247037589550018,
0.036949075758457184,
-0.1451530009508133,
0.581935703754425,
0.32847079634666443,
0.030165433883666992,
0.416603147983551,
-0.04962771385908127,
-0.13649004697799683,
0.49500927329063416,
-0.049664177000522614,
0.2312396913766861,
0.1825232356786728,
-0.2358686774969101,
0.5241720080375671,
-0.03485238924622536,
0.3785926401615143,
0.23831672966480255,
-0.17243684828281403,
-0.0902695283293724,
0.19666658341884613,
0.19030936062335968,
-0.10486241430044174,
-0.03034250997006893,
0.50632244348526,
-0.39217543601989746,
-0.33474260568618774,
0.08464361727237701,
-0.0982571691274643,
-0.34183886647224426,
0.1906607300043106,
0.03967822715640068,
-0.24951569736003876,
-0.2412196546792984,
0.07091920077800751,
-0.15328264236450195,
-0.4829752743244171,
0.1371724158525467,
-0.11255127936601639,
0.14959578216075897,
-0.1175822764635086,
0.08086654543876648,
0.31667616963386536,
0.529935359954834,
0.34618258476257324,
-0.1604910045862198,
0.611815333366394,
0.25984036922454834,
0.4488150179386139,
0.4311148226261139,
-0.17948377132415771,
0.6114122271537781,
0.05788635462522507,
0.9127930998802185,
-0.2366657555103302,
-0.1810092180967331,
-0.14669640362262726,
-0.20175878703594208,
0.33297431468963623,
-0.023247208446264267,
0.21762129664421082,
-0.048960745334625244,
-0.5516998171806335,
0.06476427614688873,
-0.1862187683582306,
0.08900187164545059,
-0.12278208881616592,
-0.24294058978557587,
-0.510170578956604,
-0.5788922905921936,
-0.2139800488948822,
-0.6785275936126709,
-0.49451056122779846,
-0.25839942693710327,
0.038297414779663086,
0.1016165241599083,
0.11135163903236389,
0.5497872233390808,
0.4410909414291382,
0.0777808427810669,
0.2222309112548828,
-0.10731958597898483,
-0.03587811440229416,
0.035679832100868225,
-0.34027159214019775,
0.40519580245018005,
0.05686556175351143,
0.053898777812719345,
0.023505842313170433,
0.9051824808120728,
0.5827096104621887,
-0.341711163520813,
-0.22211973369121552,
-0.020727382972836494,
-0.06955015659332275,
-0.23597688972949982,
-0.20633108913898468,
0.021647879853844643,
0.19695056974887848,
0.1948336362838745,
-0.20979227125644684,
-0.105435810983181,
-0.6696872115135193,
0.40802693367004395,
-0.06974738091230392,
0.034719232469797134,
0.3522033989429474,
-0.17946520447731018,
0.49675288796424866,
0.289636492729187,
-0.49278348684310913,
-0.6165781021118164,
-0.45508748292922974,
-0.5247625708580017,
0.3387715220451355,
-0.6273991465568542,
1.1374363899230957,
-0.5633362531661987,
-0.2909812927246094,
1.0939944982528687,
0.20198439061641693,
0.18131095170974731,
0.08013658225536346,
-0.0723099559545517,
0.5718991756439209,
-0.22906310856342316,
-0.6895386576652527,
0.180994912981987,
0.24616850912570953,
0.2914353013038635,
0.22632013261318207,
-0.10005281865596771,
0.6235470175743103,
-0.5616426467895508,
-0.0750759020447731,
-0.51190185546875,
-0.2419489026069641,
0.14699241518974304,
-0.09355414658784866,
0.27344781160354614,
-0.31909245252609253,
0.2517138421535492,
0.8033223152160645,
-0.6458516716957092,
0.13566277921199799,
0.9366613626480103,
0.010321909561753273,
0.5615408420562744,
0.3611314296722412,
0.2806716859340668,
0.5860771536827087,
-0.20843780040740967,
-0.1677003651857376,
-0.5427159667015076,
0.10758694261312485,
-0.3537612557411194,
-0.33640775084495544,
0.0010483498917892575,
-0.028641367331147194,
-0.31967952847480774,
-0.041087593883275986,
0.07681842148303986,
0.18774913251399994,
0.2853841185569763,
-0.6841233372688293,
-0.10336016118526459,
0.42483237385749817,
-0.04309345781803131,
-0.8574961423873901,
-0.34580689668655396,
0.023325977846980095,
-0.23560793697834015,
-0.0076257213950157166,
0.42278245091438293,
0.004976916126906872,
-0.38287273049354553,
0.37439849972724915,
0.11807824671268463,
0.17996595799922943,
0.18395619094371796,
0.7863248586654663,
-0.056956857442855835,
-0.18597453832626343,
0.1691659390926361,
0.055302396416664124,
0.665692925453186,
-0.7241377234458923,
-0.1387317031621933,
-0.3531457185745239,
-0.6006979942321777,
0.22089935839176178,
0.8399438858032227,
0.6275038123130798,
-0.44429686665534973,
-0.9083324670791626,
0.20133675634860992,
0.056296415627002716,
-0.3888915777206421,
0.4272313416004181,
-0.04817624390125275,
-0.3122350871562958,
-0.3005351126194,
-0.24362021684646606,
0.5904465913772583,
0.7183598279953003,
-0.6638484001159668,
-0.4324350953102112,
-0.708337664604187,
0.2915899455547333,
-0.03374844789505005,
-0.4533783197402954,
0.38978442549705505,
-0.38280147314071655,
0.052677225321531296,
-0.011258456856012344,
-0.16341087222099304,
0.708597719669342,
0.1830318421125412,
0.29546716809272766,
0.3489277958869934,
0.2793053090572357,
-0.19374407827854156,
-0.126614511013031,
0.4692539572715759,
-0.1255429983139038,
-0.2747002840042114,
0.08541984111070633,
-0.20240451395511627,
-0.46129631996154785,
-0.00038758511072956026,
-5.986563682556152,
-0.1152714192867279,
-0.5631152987480164,
-0.5954930186271667,
-0.46999359130859375,
0.1303618997335434,
0.9512971639633179,
-0.3006832003593445,
0.05021706968545914,
0.14263375103473663,
-0.10370353609323502,
0.46507132053375244,
0.7565615177154541,
-0.2550595998764038,
0.05377127230167389,
0.1823771893978119,
-0.040162093937397,
-0.027487365528941154,
0.19178767502307892,
0.01525347400456667,
0.034795891493558884,
0.02017364278435707,
0.4074057340621948,
0.6981555819511414,
0.18861837685108185,
0.10069669038057327,
-0.1766529530286789,
0.20634514093399048,
0.03035699762403965,
0.1120472252368927,
0.17513684928417206,
-0.13090366125106812,
0.28593647480010986,
-0.49783945083618164,
0.3787853717803955,
-0.3756043612957001,
0.8061656355857849,
0.13705547153949738,
0.050888583064079285,
-0.616618275642395,
0.31297820806503296,
0.40210917592048645,
0.04322637617588043,
-0.21314622461795807,
0.5808408260345459,
-0.2710750997066498,
-0.34938889741897583,
0.22251196205615997,
-0.38218116760253906,
1.0239570140838623,
0.013577894307672977,
-0.11908728629350662,
-0.007947111502289772,
-0.07376719266176224,
0.036581896245479584,
0.01105270255357027,
0.2598969638347626,
-0.29956135153770447,
-0.31543293595314026,
-0.09227543324232101,
0.1225733831524849,
0.018697328865528107,
-0.2402746081352234,
-0.6085076928138733,
-0.0839482992887497,
0.1583070605993271,
-0.9908738136291504,
-0.787609875202179,
0.41213154792785645,
0.14678600430488586,
-0.9828254580497742,
0.13985122740268707,
0.39099687337875366,
-0.41813787817955017,
0.4298027753829956,
-0.5486331582069397,
-0.20024721324443817,
0.3907076120376587,
-0.03639595955610275,
0.13409997522830963,
-0.2378222495317459,
-0.018199916929006577,
-0.41172030568122864,
0.12733854353427887,
0.4151904284954071,
-0.7250604033470154,
-0.5058714151382446,
-0.22778071463108063,
-0.0613078810274601,
0.13308218121528625,
1.445805311203003,
-0.35194694995880127,
-0.02791229449212551,
0.3609046936035156,
0.6747717261314392,
0.711698591709137,
0.05889327824115753,
0.11253441870212555,
0.48963215947151184,
-0.7333983182907104,
0.6172098517417908,
0.24556127190589905,
-0.37694939970970154,
-1.028084635734558,
-0.10806559026241302,
-0.2726578414440155,
-0.6847810745239258,
0.1388729065656662,
0.44840705394744873,
-0.6000726819038391,
-0.579887866973877,
-0.17625504732131958,
-0.5275000333786011,
-0.33645620942115784,
0.0893101915717125,
-0.13550114631652832,
-0.2300444096326828,
0.2244851440191269,
-0.03869469463825226,
-0.26771992444992065,
-0.0849495455622673,
0.6076030731201172,
0.46440964937210083,
-0.10093463212251663,
-0.256929486989975,
-0.01160935778170824,
-0.15715445578098297,
0.257193922996521,
-0.41767412424087524,
-0.213396817445755,
0.5402063727378845,
0.08069747686386108,
0.14711812138557434,
0.20712190866470337,
0.3552991449832916,
0.14168454706668854,
-0.41141125559806824,
-0.0012774518691003323,
0.30504825711250305,
-0.793097198009491,
0.07968603819608688,
-0.09142732620239258,
-0.2610706388950348,
0.2869623899459839,
0.877647876739502,
-0.08154335618019104,
-0.4668576419353485,
-0.16853122413158417,
0.139535591006279,
0.07272963225841522,
-0.4254319369792938,
-0.8676631450653076,
0.4293268620967865,
0.08244922012090683,
-0.2497321516275406,
-0.06739041209220886,
0.19114065170288086,
0.3761109709739685,
-0.34836021065711975,
-0.24379052221775055,
0.003847953397780657,
-0.24464905261993408,
-0.7109026908874512,
0.4448389410972595,
0.1312427818775177,
-0.1278047412633896,
-0.6877685785293579,
-0.14167343080043793,
0.0805697962641716,
0.49323633313179016,
0.03144295513629913,
-0.2003151774406433,
-0.34909361600875854,
-0.17124614119529724,
0.1040712296962738,
0.022169388830661774,
-0.14250332117080688,
0.6703287363052368,
-0.032043419778347015,
0.17508164048194885,
0.18496368825435638,
-0.5979617834091187,
-0.15811598300933838,
0.4497499167919159,
0.4428153932094574,
0.3635766804218292,
0.6807059645652771,
-0.32596373558044434,
-0.1787625551223755,
0.09286155551671982,
0.28947508335113525,
0.5198935270309448,
0.49468231201171875,
-0.204095259308815,
0.05610978975892067,
-0.65582275390625,
-0.20852205157279968,
0.2553021013736725,
-0.12097898125648499,
-0.04232466593384743,
0.3319966495037079,
0.0667838528752327,
-0.7945272326469421,
-0.45954814553260803,
-0.2356308251619339,
-0.4249032735824585,
0.3758552074432373,
-0.1372484266757965,
-0.1981543004512787,
0.051605965942144394,
-0.5225608348846436,
-0.4163707196712494,
0.34461262822151184,
0.30282649397850037,
-0.7582114934921265,
0.22063525021076202,
-0.08236530423164368,
-0.35397523641586304,
-0.48530706763267517,
-0.3365011513233185,
0.017348449677228928,
-0.010323505848646164,
-0.5908108353614807,
-0.18922235071659088,
-0.10125173628330231,
0.4544709026813507,
0.5827103853225708,
-0.6455034613609314,
0.3065096139907837,
0.12208287417888641,
-0.41649580001831055,
0.15456309914588928,
0.2796027660369873,
0.050625573843717575,
-0.4708300828933716,
0.039336152374744415,
-0.03756922110915184,
0.02477095276117325,
-0.1188441589474678,
0.5515606999397278,
-0.009927118197083473,
0.5559805631637573,
-0.39898306131362915,
-0.620563268661499,
-0.3332690894603729,
0.4114159345626831,
0.538236141204834,
-0.39239612221717834,
-1.0073111057281494,
0.3022265136241913,
0.5345597267150879,
-0.03715166077017784,
-0.3580169677734375,
-0.03592655807733536,
0.3319530189037323,
-0.26473796367645264,
-0.4504079520702362,
-0.07723018527030945,
0.0764334425330162,
-0.04330625385046005,
-0.04486338421702385,
-0.3643227815628052,
-0.22756151854991913,
-0.13336661458015442,
0.8961761593818665,
-0.16154684126377106,
-0.13918764889240265,
-0.771514892578125,
0.27125275135040283,
0.014252008870244026,
0.35522305965423584,
-0.43518146872520447,
0.8183130025863647,
-0.008403359912335873,
-0.22863422334194183,
0.29859596490859985,
-0.1257668137550354,
0.004774992819875479,
-0.08666618168354034,
0.2892300486564636,
-0.293643981218338,
-0.22297002375125885,
-0.23798725008964539,
-0.06239897385239601,
0.4930777847766876,
-0.6039012670516968,
0.43552401661872864,
0.14699208736419678,
-0.06032615900039673,
-0.10032131522893906,
-0.08241206407546997,
0.16485771536827087,
-0.8384014368057251,
0.36494290828704834,
-0.10809066891670227,
-0.08107957988977432,
-0.04130297899246216,
0.22441653907299042,
-0.240001380443573,
-0.03031201846897602,
0.47765663266181946,
0.3578709363937378,
0.5198947191238403,
-0.6093569397926331,
0.2554304897785187,
0.33558911085128784,
0.17080289125442505,
-0.4686354100704193,
0.20792831480503082,
-0.08028674870729446,
-0.1178334653377533,
0.01763078011572361,
0.2911851406097412,
0.6723759770393372,
-0.30753380060195923,
-0.21485255658626556,
0.2765026092529297,
-0.06198054179549217,
0.6282851696014404,
0.30530259013175964,
0.10865583270788193,
-0.0003535464929882437,
0.3420286178588867,
-0.08152390271425247,
-0.39514195919036865,
0.6118759512901306,
-0.193452849984169,
0.12311042845249176,
0.5620589256286621,
-0.10700070858001709,
0.7204650044441223,
0.5429578423500061,
-0.07138395309448242,
-0.23275193572044373,
0.16987428069114685,
-0.3274448812007904,
0.13168814778327942,
-0.24930405616760254,
-0.1817081868648529,
0.18930180370807648,
0.7479663491249084,
-0.0058936565183103085,
-0.474312424659729,
0.2654469311237335,
0.1423644870519638,
0.8465023040771484,
-0.020241428166627884,
0.6662967801094055,
-0.1848982274532318,
0.11672137677669525,
0.2757243514060974,
0.5092580914497375,
-0.10580910742282867,
0.4944341778755188,
-0.2962428033351898,
-0.4091034531593323,
-0.337715208530426,
-0.4434609115123749,
0.1582578718662262,
-0.0030819610692560673,
0.24810460209846497,
0.579741358757019,
-0.09069248288869858,
0.19419105350971222,
0.1915423423051834,
0.34887638688087463,
0.6333325505256653,
-0.7224012017250061,
0.1745917946100235,
0.19126620888710022,
-0.16287221014499664,
0.8608464002609253,
-0.40499529242515564,
0.28396421670913696,
-0.4094080328941345,
-0.0738472044467926,
0.2917271852493286,
0.0827002301812172,
-0.08920858055353165,
-0.05009074881672859,
-0.19893354177474976,
0.011864893138408661,
0.05968716740608215,
-0.494649201631546,
-0.36886581778526306,
-0.25821974873542786,
-0.4108866751194,
-0.17609328031539917,
-0.28512290120124817,
-0.20585627853870392,
-0.348898321390152,
-0.3769674003124237,
-0.038880717009305954,
0.004348344635218382,
0.12538839876651764,
-0.25069883465766907,
0.028464553877711296,
0.657242476940155,
0.2089262306690216,
-0.005873139016330242,
-0.2511058449745178,
0.2216835767030716,
0.4903758466243744,
-0.45742201805114746,
-0.6147903800010681,
0.4147224724292755,
-0.40220218896865845,
-0.3798104226589203,
-0.7889025211334229,
-0.11679255962371826,
0.6576873064041138,
0.5550908446311951,
0.11658588796854019,
-0.2340080589056015,
0.014695518650114536,
0.6301887035369873,
0.35274186730384827,
-0.3813657760620117,
0.0036861496046185493,
-0.420615553855896,
-0.2129008173942566,
-0.2842729091644287,
0.3710841238498688,
0.1826489120721817,
0.21866700053215027,
-0.20758841931819916,
0.14748719334602356,
0.45418521761894226,
-0.5154896378517151,
0.4016188085079193,
-0.3213593661785126,
-0.3554238975048065,
-0.3353433310985565,
0.3933698236942291,
-0.5385910868644714,
0.5144962072372437,
-0.06793461740016937,
-0.1745697557926178,
0.16886427998542786,
-0.5416074395179749,
0.3780726492404938,
-0.07533510774374008,
0.1094377189874649,
0.3057110011577606,
-0.10937074571847916,
0.020653031766414642,
-0.3521910607814789,
-0.28881511092185974,
-0.8822284936904907,
0.24953949451446533,
0.1319633424282074,
-0.7015568614006042,
0.4749351739883423,
-0.08131343871355057,
0.3063436448574066,
0.5555633902549744,
0.2567160129547119,
-0.3074336051940918,
-0.38758111000061035,
0.4132661819458008
] |
In this paper initial downlink synchronization (sync) and cell identification algorithms for the 3rd generation partnership project (3GPP) long term evolution (LTE) systems are presented. The frequency division duplex (FDD) mode is used in the downlink radio frame structure. A user equipment digital receiver architecture is proposed. The orthogonality of signals in orthogonal frequency division multiplexing (OFDM) may be lost due to some impairments such as frequency, time, and phase offsets. Therefore, major parts of this research are involved in restoring the orthogonality at the user equipment (UE) by using some techniques to estimate the sync parameters, and to detect cell identity among candidate cells based on sync signals. A Farrow structure interpolator is used to compensate the fractional timing offset. Both inter site synchronous and inter site asynchronous networks are presented. Computer simulations are used to demonstrate the performance of the proposed schemes with multipath Rayleigh fading channel, frequency offsets, timing offsets, and additive white Gaussian noise (AWGN). Results show high probability of cell identification in a very short time 20 ms in both multi cell model scenarios, especially when multiple input multiple output (MIMO) technique, oversampling at the UE, and high order Farrow structure interpolator are used. Key-Words: 3GPP LTE, OFDM, MIMO, Frequency and Time Synchronization, Cell Search | [
-0.011264301836490631,
0.011006267741322517,
-0.008677409030497074,
0.011569586582481861,
-0.01751874014735222,
-0.04111146926879883,
0.010093148797750473,
0.006614936515688896,
-0.011069577187299728,
0.0026260875165462494,
-0.022794228047132492,
0.019915105774998665,
0.003347159130498767,
0.014397462829947472,
-0.0166692603379488,
-0.004248803481459618,
-0.024252332746982574,
-0.008130157366394997,
0.01316407136619091,
-0.0011244381312280893,
0.022561822086572647,
0.00043300632387399673,
0.009582441300153732,
0.03660501539707184,
-0.0136610958725214,
0.0025812096428126097,
-0.004935640841722488,
-0.013275206089019775,
0.010483897291123867,
0.013729766011238098,
-0.024275898933410645,
-0.04298350214958191,
-0.04688999429345131,
0.0062881214544177055,
0.007360940799117088,
-0.007130154874175787,
-0.004065545741468668,
0.03146481513977051,
-0.014124806970357895,
-0.005942029878497124,
-0.012218835763633251,
-0.013492275960743427,
0.012884354218840599,
-0.005468918010592461,
-0.013218211010098457,
-0.023628119379281998,
-0.003831323701888323,
-0.010580814443528652,
0.008932732045650482,
0.0045026447623968124,
-0.02079242281615734,
-0.011337322182953358,
-0.003350722137838602,
0.040041204541921616,
-0.006025202572345734,
-0.02137528546154499,
0.01739763282239437,
0.005231087561696768,
-0.012208480387926102,
0.007275121286511421,
-0.017830152064561844,
0.004776396788656712,
-0.011715922504663467,
-0.04579305276274681,
0.03037114068865776,
-0.066592276096344,
0.006015163380652666,
-0.01537627074867487,
0.012977899983525276,
-0.017862465232610703,
-0.006784145254641771,
0.006151631940156221,
-0.016613226383924484,
-0.033182453364133835,
-0.013347333297133446,
-0.010388707742094994,
-0.004489557351917028,
0.0014889652375131845,
-0.005391166545450687,
0.02381274104118347,
-0.03132852166891098,
-0.01788051798939705,
-0.007183358073234558,
0.009716414846479893,
-0.010591001249849796,
-0.01037193275988102,
-0.026572899892926216,
0.023366041481494904,
-0.01247358787804842,
0.005123156122863293,
0.018227599561214447,
-0.03472016751766205,
0.024687984958291054,
-0.013930835761129856,
0.0026788157410919666,
0.0017633908428251743,
-0.04176650941371918,
0.014693706296384335,
0.029137641191482544,
-0.02048233523964882,
-0.02211979776620865,
0.019095368683338165,
0.013355739414691925,
-0.02092905342578888,
0.005884677171707153,
0.009997398592531681,
0.009639199823141098,
0.00764282513409853,
-0.019849885255098343,
0.010705742053687572,
0.0022722212597727776,
0.022462785243988037,
-0.015442798845469952,
0.0252552293241024,
0.0140951257199049,
-0.007151016499847174,
-0.01932096853852272,
0.022730430588126183,
0.003127112053334713,
-0.01645839586853981,
0.020736142992973328,
0.020103368908166885,
0.009424366056919098,
0.02422204241156578,
0.004769073333591223,
-0.018771741539239883,
0.0005517685785889626,
-0.008745796047151089,
0.017103785648941994,
0.004634717013686895,
-0.014261797070503235,
-0.001295904628932476,
0.026592008769512177,
-0.010264549404382706,
0.0352516695857048,
0.0048582423478364944,
-0.036126889288425446,
-0.03281353786587715,
0.014511771500110626,
-0.01124629471451044,
0.047025278210639954,
0.010058142244815826,
0.010554603300988674,
0.006725924555212259,
0.014612561091780663,
-0.008435840718448162,
0.0022933920845389366,
0.005801340565085411,
0.02246919833123684,
-0.009735818952322006,
0.011416275054216385,
0.011884142644703388,
-0.013357661664485931,
-0.01708640158176422,
-0.01866411603987217,
-0.00786679983139038,
-0.04973345994949341,
-0.006592197343707085,
-0.005044916179031134,
0.019805599004030228,
-0.03175372630357742,
0.0023143396247178316,
0.02150069549679756,
0.011031679809093475,
0.023063544183969498,
0.034886591136455536,
-0.007883170619606972,
-0.013129481114447117,
-0.007878493517637253,
0.00826680101454258,
-0.0015655315946787596,
0.03564327210187912,
-0.027430366724729538,
0.011088144965469837,
-0.0004895450547337532,
-0.008098860271275043,
-0.00047344411723315716,
0.008929455652832985,
-0.010501626878976822,
0.06663750112056732,
-0.022139016538858414,
-0.012527845799922943,
-0.005937516689300537,
-0.018130779266357422,
0.0012708184076473117,
-0.018016517162322998,
0.011980739422142506,
-0.015297463163733482,
0.002267119474709034,
-0.0029756594449281693,
0.005867937579751015,
-0.031931083649396896,
-0.00019430462270975113,
-0.01092824898660183,
-0.009309685789048672,
0.0028396614361554384,
-0.0067132869735360146,
0.011000867933034897,
0.03051774576306343,
-0.002203580690547824,
0.03580093011260033,
-0.02960287034511566,
0.0026687681674957275,
-0.04412179812788963,
0.046421121805906296,
0.007784638088196516,
0.0064656962640583515,
-0.05372900515794754,
0.021716482937335968,
-0.0074004982598125935,
0.014499110169708729,
0.03285238519310951,
-0.00035917293280363083,
-0.023936208337545395,
0.018245987594127655,
-0.016533635556697845,
-0.024550577625632286,
0.001472377683967352,
0.013892624527215958,
-0.010656466707587242,
-0.006149613298475742,
0.0008155347313731909,
0.009352056309580803,
-0.0270114503800869,
-0.00012025923933833838,
-0.006626724731177092,
-0.022615686058998108,
0.013822822831571102,
-0.023138293996453285,
0.016851788386702538,
-0.00640510581433773,
0.013963880017399788,
-0.016340583562850952,
0.02245383709669113,
0.036301422864198685,
-0.003455077763646841,
0.014128519222140312,
-0.029786769300699234,
-0.002758617978543043,
-0.015269666910171509,
-0.010704471729695797,
0.03500249609351158,
0.03893737494945526,
-0.051958076655864716,
-0.016022825613617897,
0.014583729207515717,
0.008010124787688255,
-0.009914150461554527,
0.013238906860351562,
0.02173157036304474,
0.00528826005756855,
0.00126057886518538,
0.02328060194849968,
0.0221945121884346,
-0.0019378755241632462,
0.005803626962006092,
0.03990063816308975,
-0.006746215280145407,
0.022907400503754616,
-0.03164398670196533,
-0.00838865339756012,
0.005188054405152798,
-0.026259902864694595,
-0.010991299524903297,
0.009853105060756207,
0.016830313950777054,
-0.005982191301882267,
0.0011039036326110363,
-0.014011649414896965,
0.007607646286487579,
0.005683635361492634,
-0.007424068637192249,
-0.0017550791380926967,
-0.08064482361078262,
-0.02644205093383789,
0.017502475529909134,
0.00823388621211052,
0.009425601921975613,
-0.014895686879754066,
0.007817553356289864,
0.0009096306748688221,
-0.01767909713089466,
-0.013149009086191654,
0.019227147102355957,
0.02201036736369133,
-0.0159278716892004,
-0.027662411332130432,
-0.010719425044953823,
-0.0212506465613842,
0.0210413858294487,
0.009617798961699009,
0.0025454291608184576,
0.0010765079641714692,
-0.014946505427360535,
0.01161237247288227,
0.017230238765478134,
-0.006557008717209101,
-0.07291753590106964,
0.005166294053196907,
-0.006788989994674921,
0.00040141306817531586,
-0.019130676984786987,
-0.008308584801852703,
0.0038425782695412636,
-0.01714862696826458,
-0.026781214401125908,
-0.0275716595351696,
0.005580160766839981,
0.004692124202847481,
0.0015595285221934319,
-0.019017130136489868,
-0.0049090078100562096,
0.0021637051831930876,
-0.004249860532581806,
0.009379970841109753,
-0.0010631578043103218,
0.01748058572411537,
-0.020733997225761414,
0.001392787671647966,
0.010813555680215359,
0.03039664402604103,
0.019823631271719933,
0.00007137516513466835,
-0.006342253182083368,
-0.01546488981693983,
0.004197191447019577,
0.00925624929368496,
-0.016750391572713852,
-0.01224464364349842,
-0.012533862143754959,
-0.005660324823111296,
-0.007558783516287804,
-0.015776073560118675,
0.006400599610060453,
-0.0440589115023613,
0.0043977005407214165,
-0.015043024905025959,
-0.016576049849390984,
-0.012864871881902218,
0.02695772796869278,
0.0002713941503316164,
-0.004399717785418034,
0.014349306933581829,
-0.0032631750218570232,
0.00394057622179389,
-0.00523440632969141,
0.0003013878013007343,
-0.019785206764936447,
-0.010279090143740177,
-0.01146351732313633,
-0.001133289304561913,
0.009385161101818085,
-0.02668236568570137,
-0.0449770912528038,
0.005931945517659187,
-0.000486079603433609,
-0.0017675897106528282,
-0.02330007031559944,
-0.004577150102704763,
0.006788305938243866,
-0.00198915833607316,
0.004391019698232412,
-0.010625792667269707,
0.007227994501590729,
0.008701442740857601,
-0.014487533830106258,
0.009018028154969215,
0.004004017449915409,
0.01296961959451437,
0.003085607895627618,
0.0005803729873150587,
0.023864969611167908,
0.009822196327149868,
-0.013702459633350372,
0.004717335104942322,
0.013460732065141201,
-0.01112594548612833,
-0.012409726157784462,
0.009930550120770931,
-0.007657918613404036,
0.022316278889775276,
0.01429637148976326,
-0.0038958322256803513,
0.0022802152670919895,
0.006872942671179771,
-0.005658261943608522,
0.0024221863131970167,
0.01969105936586857,
-0.004242707975208759,
-0.015187757089734077,
0.0036939317360520363,
0.07230854779481888,
0.03645092621445656,
0.004754701629281044,
-0.00945846363902092,
-0.025671422481536865,
0.011483686976134777,
-0.019405853003263474,
0.008397391065955162,
0.025272367522120476,
0.02437046356499195,
0.011274402029812336,
-0.014263628982007504,
0.0027667407412081957,
0.004170914646238089,
0.004684475250542164,
0.007101384922862053,
0.005817648954689503,
-0.013461161404848099,
0.023919906467199326,
-0.007293477654457092,
0.025773119181394577,
-0.01988898403942585,
0.002177364192903042,
-0.003516863100230694,
-0.019128307700157166,
-0.020635956898331642,
0.027176106348633766,
-0.013022186234593391,
-0.008761147037148476,
0.010041332803666592,
0.01639264076948166,
0.004077221732586622,
-0.0088775884360075,
-0.02207111194729805,
0.012294527143239975,
-0.002976374700665474,
-0.04648942872881889,
0.012790687382221222,
0.007804472930729389,
-0.004106480628252029,
0.025004900991916656,
-0.019794518128037453,
-0.0022830339148640633,
0.002395130228251219,
0.022207867354154587,
-0.006482523865997791,
-0.011681590229272842,
-0.011540699750185013,
-0.00953347235918045,
-0.011121388524770737,
-0.008262064307928085,
-0.006346048787236214,
0.017022520303726196,
0.03755816072225571,
0.02200518175959587,
-0.038625676184892654,
0.03199087083339691,
0.0012381685664877295,
-0.003765289206057787,
0.012985377572476864,
-0.00867376197129488,
0.015494640916585922,
0.030586622655391693,
-0.026293087750673294,
0.0030538991559296846,
-0.018409177660942078,
0.017127932980656624,
-0.019021041691303253,
-0.007106214761734009,
0.015768803656101227,
0.03265984356403351,
0.019386395812034607,
-0.011622766964137554,
-0.009425313211977482,
0.010644477792084217,
-0.011310659348964691,
-0.004545574076473713,
-0.012118300423026085,
-0.013556008227169514,
-0.016340743750333786,
-0.016800232231616974,
0.00468114810064435,
-0.0118288304656744,
-0.02923283725976944,
0.004831996746361256,
0.013585621491074562,
0.028862278908491135,
-0.07419376075267792,
0.007285025902092457,
0.011416037566959858,
-0.007998399436473846,
0.00097760371863842,
-0.01702817529439926,
-0.0020737387239933014,
-0.025957148522138596,
0.007397310342639685,
-0.0007512297015637159,
0.03809617832303047,
0.005957708694040775,
0.023397136479616165,
-0.01107634138315916,
0.00804306473582983,
0.008476383984088898,
-0.02451888658106327,
0.022014029324054718,
-0.029515698552131653,
-0.004098169971257448,
0.017101546749472618,
-0.008730925619602203,
0.014052129350602627,
-0.006460218690335751,
0.002230380428954959,
-0.08114517480134964,
-0.03320663422346115,
-0.0048160068690776825,
-0.04001028463244438,
-0.01265423372387886,
0.006974244490265846,
0.020886309444904327,
-0.019868239760398865,
0.012851487845182419,
-0.011222741566598415,
0.007240128703415394,
0.007523042615503073,
0.017553837969899178,
0.01898273080587387,
-0.01288453210145235,
-0.0040413555689156055,
0.015376921743154526,
0.008389892056584358,
-0.03549455106258392,
-0.0029931673780083656,
-0.010274888947606087,
-0.006194648332893848,
-0.009962902404367924,
-0.008329922333359718,
-0.01048135943710804,
0.014804702252149582,
-0.018869221210479736,
0.012535910122096539,
0.020462138578295708,
0.0060386452823877335,
0.0165103729814291,
0.004045554436743259,
-0.003965731710195541,
-0.005485932342708111,
-0.032234396785497665,
-0.012820117175579071,
0.033241644501686096,
0.002759716473519802,
-0.03750962018966675,
0.018969520926475525,
0.0022437695879489183,
0.010652165859937668,
0.013522001914680004,
-0.005947235971689224,
-0.026500899344682693,
-0.013742800801992416,
0.004544658120721579,
-0.011016592383384705,
0.015722498297691345,
-0.00013746623881161213,
0.007139909081161022,
-0.04655151069164276,
0.005464702378958464,
-0.01653182879090309,
-0.008172748610377312,
-0.02203637920320034,
-0.009324513375759125,
0.04085215926170349,
0.0025545191019773483,
-0.003883672645315528,
-0.013834798708558083,
0.02831355854868889,
0.007894648239016533,
0.07170890271663666,
-0.0415174663066864,
0.008008682169020176,
0.009657055139541626,
-0.008539870381355286,
0.003775724209845066,
-0.02159958705306053,
-0.02456843852996826,
0.016237441450357437,
0.010447707027196884,
-0.029495446011424065,
-0.005207727663218975,
-0.01008041761815548,
0.009544897824525833,
0.0449267253279686,
0.00499814422801137,
0.011703849770128727,
0.028326939791440964,
0.016856275498867035,
0.0028775203973054886,
-0.026724956929683685,
0.029187235981225967,
-0.010782693512737751,
0.026710638776421547,
-0.005885765887796879,
0.0064515527337789536,
0.022316280752420425,
0.020368248224258423,
-0.019513651728630066,
-0.007129013538360596,
-0.018184524029493332,
0.00016619707457721233,
0.003668049117550254,
-0.008502614684402943,
0.021651647984981537,
0.012805666774511337,
0.01747935079038143,
0.013205989263951778,
-0.019857317209243774,
0.011815628036856651,
-0.01070280559360981,
0.014834638684988022,
-0.004009167663753033,
0.011436552740633488,
0.0023782504722476006,
0.007606928236782551,
0.021246999502182007,
-0.013252003118395805,
-0.0007242970168590546,
0.010578122921288013,
0.011288235895335674,
-0.005403732880949974,
0.009771483018994331,
-0.010105207562446594,
-0.005052944645285606,
0.004981062840670347,
-0.014500392600893974,
0.004891729913651943,
-0.035333145409822464,
-0.018826957792043686,
-0.011675966903567314,
-0.023692112416028976,
0.0005637274007312953,
-0.012053949758410454,
0.013438944704830647,
-0.007308285217732191,
0.0059412093833088875,
-0.029347358271479607,
0.00664015207439661,
0.01326298899948597,
-0.0022336295805871487,
0.015475890599191189,
0.008246313780546188,
-0.006743487901985645,
0.012397408485412598,
0.0114469975233078,
-0.010596347972750664,
-0.007960954681038857,
0.01942821778357029,
0.033132508397102356,
-0.011009788140654564,
0.012845361605286598,
-0.010645950213074684,
-0.005403311923146248,
0.019212305545806885,
0.03169664740562439,
-0.004304972477257252,
0.004274298436939716,
0.0036369445733726025,
0.01512560248374939,
0.02009499818086624,
0.00777555163949728,
0.002221941715106368,
-0.02616378664970398,
0.008426488377153873,
0.0329383984208107,
0.0031331232748925686,
0.011851765215396881,
-0.001892398577183485,
0.01851186528801918,
0.02360297366976738,
-0.019179819151759148,
-0.0008285269141197205,
0.03079066053032875,
-0.02362148091197014,
0.008693861775100231,
0.0030797747895121574,
0.013535019010305405,
-0.02137705869972706,
-0.005728381685912609,
0.0001994110643863678,
0.031669240444898605,
0.007902828976511955,
-0.021588919684290886,
0.009628668427467346,
0.04957512393593788,
-0.021955039352178574,
0.01046232134103775,
0.00544818164780736,
-0.014131151139736176,
0.02716350182890892,
0.0007338849827647209,
0.03988619148731232,
0.03479263186454773,
-0.023577645421028137,
-0.024518325924873352,
-0.005832744762301445,
0.020749924704432487,
-0.029929235577583313,
-0.010609197430312634,
0.009104062803089619,
-0.020753171294927597,
0.01177196018397808,
0.02601775713264942,
0.016141647472977638,
-0.027575820684432983,
0.016046885401010513,
0.003125903196632862,
0.0003323005512356758,
-0.011894834227859974,
0.002455927198752761,
-0.01657852530479431,
0.009176969528198242,
0.01765412651002407,
0.007698957342654467,
-0.018898842856287956,
-0.019451679661870003,
-0.004334249999374151,
0.0021868881303817034,
-0.024611379951238632,
-0.003714993130415678,
-0.009043552912771702,
0.024287842214107513,
-0.005796817131340504,
0.023328714072704315,
0.005452651530504227,
0.0030907955951988697,
0.0055945697240531445,
-0.01679755374789238,
0.025935662910342216,
0.015997711569070816,
0.021471474319696426,
-0.003646100638434291,
0.006201212294399738,
0.005802965722978115,
-0.007364243268966675,
0.01688544824719429,
0.02647295966744423,
-0.02368081919848919,
0.0030581550672650337,
0.031119756400585175,
-0.017644673585891724,
-0.007274324540048838,
0.01749745011329651,
0.0012217469047755003,
-0.0070439670234918594,
-0.011833291500806808,
-0.01946527138352394,
0.016733843833208084,
0.009321458637714386,
-0.0015915639232844114,
-0.009928524494171143,
-0.008143843151628971,
-0.015355974435806274,
-0.01059873029589653,
-0.003888519946485758,
-0.005850134417414665,
-0.006763357203453779,
0.011056367307901382,
0.008838828653097153,
0.0070767528377473354,
0.022486360743641853,
-0.009538096375763416,
-0.004667111672461033,
-0.000516901258379221,
-0.018055476248264313,
0.008755628019571304,
-0.004004533868283033,
0.0038832994177937508,
-0.006220306269824505,
-0.022742999717593193,
-0.008390992879867554
] | [
0.23035338521003723,
-0.10885515809059143,
0.7799317240715027,
-0.0305256899446249,
-0.10247800499200821,
-0.03199349716305733,
0.030677421018481255,
-0.6646395325660706,
0.13392150402069092,
-0.22920256853103638,
-0.34177637100219727,
0.4938931167125702,
-0.32249459624290466,
0.06150371581315994,
-0.13179758191108704,
0.41587597131729126,
0.6145703792572021,
-0.018898794427514076,
-0.32541295886039734,
-0.5696936845779419,
-0.2828848361968994,
-0.010061221197247505,
0.18700747191905975,
-0.10228867083787918,
0.06986598670482635,
0.41531848907470703,
0.458676278591156,
0.2493230104446411,
0.14196477830410004,
0.014669500291347504,
0.4622567296028137,
0.162986621260643,
-0.2747700810432434,
-0.308947890996933,
0.3137359619140625,
0.22684699296951294,
0.12181666493415833,
-0.08241458982229233,
-0.07279062271118164,
-0.31887754797935486,
0.04803885146975517,
-0.10124221444129944,
-0.30877408385276794,
0.720371663570404,
-0.4073692560195923,
-0.5597512125968933,
-1.5166314840316772,
0.21129411458969116,
-0.37830260396003723,
-0.10409235954284668,
-0.3254275321960449,
-0.252182275056839,
0.21770761907100677,
0.21159927546977997,
0.123964324593544,
0.11110671609640121,
-0.12433288991451263,
-0.3969952464103699,
0.32773077487945557,
-0.1432502269744873,
-0.21002905070781708,
-0.3868544101715088,
-0.19243645668029785,
0.14873766899108887,
-0.009610979817807674,
0.2096056491136551,
-0.04834609106183052,
-0.4591025412082672,
-0.47749826312065125,
-0.12209221720695496,
0.34657207131385803,
0.07895505428314209,
-0.11920645087957382,
-0.0029677068814635277,
-0.14384666085243225,
-0.47737422585487366,
0.2193164974451065,
-0.12480546534061432,
0.36565080285072327,
0.09193189442157745,
0.01866200380027294,
0.08034754544496536,
0.2230878323316574,
-0.5421221852302551,
0.8052953481674194,
0.10149149596691132,
-0.30822107195854187,
0.5109877586364746,
-0.8288275003433228,
0.5432235598564148,
-0.06557252258062363,
-0.3646833598613739,
0.05392872542142868,
0.6668277978897095,
0.38140320777893066,
-0.03213280811905861,
0.10151537507772446,
0.029908686876296997,
0.3319939970970154,
0.0429239496588707,
0.023256009444594383,
0.03579750284552574,
0.08565536886453629,
-0.5654523968696594,
-0.015157446265220642,
-0.7083762288093567,
-0.7162725925445557,
-0.9117113351821899,
-0.7344806790351868,
0.1542976051568985,
-0.5155190825462341,
0.29059404134750366,
0.6554915904998779,
-0.018762636929750443,
0.009295348078012466,
-0.0944797620177269,
0.38290417194366455,
0.07229533046483994,
0.2808486223220825,
0.7976027131080627,
0.22770389914512634,
1.322801947593689,
-0.27184373140335083,
0.03669680282473564,
0.23331201076507568,
0.2638833522796631,
0.4394819140434265,
0.4277057647705078,
-1.159515142440796,
-0.03222319483757019,
0.07571421563625336,
0.8723683953285217,
-0.42600539326667786,
0.02483944408595562,
-0.031093060970306396,
-0.16108152270317078,
0.251235693693161,
-0.18540377914905548,
0.09997180849313736,
0.04690571129322052,
-0.3495185375213623,
-0.4635496735572815,
-0.09139249473810196,
-0.23280423879623413,
-0.06295938044786453,
-0.14499345421791077,
-0.1273721158504486,
-0.34921810030937195,
-0.22312785685062408,
0.1596812754869461,
-0.3698168396949768,
0.08779266476631165,
-0.541826605796814,
-0.1671982705593109,
-0.35231488943099976,
0.04187196493148804,
0.04315304756164551,
0.03623915836215019,
-0.40217751264572144,
0.08838652819395065,
0.15799151360988617,
-0.09556382149457932,
-0.6223338842391968,
-0.0343468077480793,
0.0365293025970459,
-0.21616992354393005,
0.320929616689682,
0.47310301661491394,
0.10712782293558121,
-0.15117284655570984,
0.34810611605644226,
-0.4985084533691406,
-0.336495965719223,
-0.42346543073654175,
-0.05580414459109306,
-0.06973833590745926,
0.1013576090335846,
0.31273379921913147,
-0.36888572573661804,
0.35466328263282776,
-0.7416423559188843,
-0.15034833550453186,
0.10949072986841202,
-0.24605464935302734,
-0.009572192095220089,
0.6068627238273621,
0.33689090609550476,
0.15518106520175934,
-0.30311712622642517,
0.1641308069229126,
-0.14434298872947693,
-0.3308962285518646,
-0.018849143758416176,
-0.9357269406318665,
0.7558838129043579,
-0.21255891025066376,
-0.10703809559345245,
1.0566234588623047,
-0.08372639119625092,
0.22110876441001892,
0.015797371044754982,
0.3487270772457123,
0.38467273116111755,
-0.09775180369615555,
0.17489856481552124,
-0.02008908800780773,
0.28223878145217896,
0.1186932921409607,
0.052026014775037766,
-0.36218520998954773,
0.8247013092041016,
-0.4822699725627899,
0.08231423050165176,
-0.16264690458774567,
-0.2592396140098572,
-0.40794432163238525,
-0.14342251420021057,
0.16594740748405457,
-0.023717716336250305,
0.3591226637363434,
0.9518047571182251,
-0.20837073028087616,
0.2333550602197647,
0.8969971537590027,
0.004408603999763727,
0.8730071783065796,
0.37203896045684814,
0.5259935855865479,
0.8944703936576843,
-0.41939884424209595,
0.051687855273485184,
-0.6676043272018433,
-0.32599085569381714,
-0.17449027299880981,
-0.2395673394203186,
-0.00606943154707551,
-0.03147726505994797,
-0.1423773467540741,
0.004382419865578413,
0.010295658372342587,
0.009215314872562885,
0.43051326274871826,
-0.4419242739677429,
0.1304536610841751,
0.2419959157705307,
-0.3397133946418762,
-0.4117647111415863,
0.033015601336956024,
-0.28536564111709595,
0.049355629831552505,
0.15896962583065033,
0.2624875605106354,
0.07096019387245178,
-0.5289013981819153,
0.09390746802091599,
-0.049360569566488266,
-0.15999245643615723,
-0.12724468111991882,
-0.08335380256175995,
-0.08481018245220184,
0.13084407150745392,
0.051104359328746796,
0.19143949449062347,
-0.5302849411964417,
-0.48391416668891907,
-0.5381316542625427,
-0.6911985874176025,
-0.3409649729728699,
0.5661744475364685,
0.33519721031188965,
0.01978847198188305,
0.25609835982322693,
-0.34893032908439636,
-0.018587538972496986,
-0.6791909337043762,
-0.8588865995407104,
0.6028702855110168,
0.5003301501274109,
-0.3873916268348694,
-0.5547997951507568,
0.03856782615184784,
0.210124209523201,
0.5961702466011047,
-0.21260692179203033,
-0.7979736924171448,
-0.07108444720506668,
0.14316436648368835,
-0.11285996437072754,
-0.5428756475448608,
-0.043618980795145035,
-0.31895917654037476,
0.6091970205307007,
0.1614180952310562,
-0.17064452171325684,
0.2338142693042755,
0.6730898022651672,
0.4337424337863922,
-0.053405288606882095,
0.3536328971385956,
-0.1902509480714798,
-0.544340193271637,
0.46136799454689026,
0.00960735697299242,
0.03767979145050049,
-0.2870716154575348,
-0.020674513652920723,
-0.37412577867507935,
0.3135353624820709,
-6.023324966430664,
0.09790340065956116,
-0.4633749723434448,
0.04199305549263954,
0.05962999165058136,
-0.059045396745204926,
0.8250368237495422,
0.05654563382267952,
0.3235776722431183,
-0.10123439133167267,
-0.005350209306925535,
0.22290925681591034,
0.19832180440425873,
-0.06794857233762741,
0.22640098631381989,
-0.18757326900959015,
0.3440437912940979,
0.21103467047214508,
0.45320892333984375,
-0.13842439651489258,
-0.013865744695067406,
-0.3563479483127594,
0.36185508966445923,
0.21005086600780487,
-0.08555243164300919,
-0.1695135086774826,
-0.9470311999320984,
0.35888156294822693,
-0.29273316264152527,
-0.5076172947883606,
0.18275132775306702,
-0.18726831674575806,
0.25291115045547485,
0.04336628317832947,
0.2737902104854584,
0.19422626495361328,
0.28675568103790283,
0.3136982321739197,
0.1984339952468872,
-0.40786027908325195,
0.8255892395973206,
0.5883219242095947,
-0.12405723333358765,
-0.1011817455291748,
0.3842580020427704,
-0.08332806080579758,
-0.11320335417985916,
0.4108852446079254,
-0.44040489196777344,
0.8824756145477295,
-0.15477228164672852,
0.0539129339158535,
0.6549413204193115,
0.021685780957341194,
-0.03249911591410637,
-0.8076754212379456,
-0.056395381689071655,
0.3432917892932892,
-0.5979965329170227,
0.06850229948759079,
-0.18819162249565125,
0.0028709375765174627,
-0.24341975152492523,
-1.0173571109771729,
-0.42479121685028076,
0.3560347259044647,
-0.8100875020027161,
-0.42032358050346375,
0.481453001499176,
0.04800993576645851,
-0.5102300643920898,
0.006904250476509333,
0.2059165984392166,
-0.5073514580726624,
0.44202885031700134,
-0.4584934413433075,
0.54278165102005,
-0.40444591641426086,
-0.2728816866874695,
0.1700478494167328,
0.044790688902139664,
-0.26601067185401917,
0.17631211876869202,
0.3943576514720917,
0.2474745810031891,
-0.36417871713638306,
-0.10100121796131134,
-0.27533870935440063,
-0.11070948839187622,
0.15832698345184326,
0.7613357305526733,
-0.17790335416793823,
-0.2428257167339325,
0.2035835087299347,
0.5205896496772766,
-0.03828461840748787,
0.16539327800273895,
0.4293411374092102,
0.4297284781932831,
-0.34142714738845825,
0.764015793800354,
-0.11731375753879547,
-0.02940487116575241,
-0.7278575897216797,
0.20396076142787933,
0.26134055852890015,
-0.2502540051937103,
-0.06232357770204544,
0.6929337978363037,
-0.12549875676631927,
0.1978178322315216,
-0.24202656745910645,
-0.08021032810211182,
-0.07302235066890717,
0.16804954409599304,
-0.08642666041851044,
-0.37665387988090515,
-0.37913843989372253,
0.3724289834499359,
-0.2377498298883438,
0.22343212366104126,
0.09982633590698242,
0.2724023163318634,
0.04109722375869751,
0.4757668673992157,
-0.47737178206443787,
-0.4273485839366913,
0.6324366927146912,
-0.459407776594162,
0.06484691798686981,
0.6309448480606079,
0.4517006576061249,
-0.3717849552631378,
0.016843141987919807,
-0.07194140553474426,
-0.08850684762001038,
-0.6732680201530457,
0.502923846244812,
0.38619083166122437,
-0.23657716810703278,
0.4261558949947357,
-0.34278568625450134,
-0.17845161259174347,
0.15008321404457092,
0.19875472784042358,
0.17841556668281555,
-0.2425246238708496,
-0.16395771503448486,
-0.3101613223552704,
-0.2738545835018158,
0.16465327143669128,
-0.3777023255825043,
0.15497960150241852,
-0.09193100035190582,
-0.2017175853252411,
0.2233675718307495,
0.32174578309059143,
0.2339334487915039,
0.4599856436252594,
-0.5566335916519165,
0.32213547825813293,
0.45336830615997314,
-0.5103298425674438,
0.2915409803390503,
0.3525069057941437,
0.5575791001319885,
-0.8817578554153442,
-0.17872488498687744,
-0.111292265355587,
0.1770934760570526,
-0.1964610368013382,
-0.3739217519760132,
-0.46615591645240784,
-0.6472615599632263,
0.1662241667509079,
0.6632939577102661,
0.1514267921447754,
0.21529512107372284,
0.3536801040172577,
-0.25439363718032837,
0.10421653836965561,
-0.038954317569732666,
-0.36482328176498413,
0.49660545587539673,
0.4386369287967682,
-0.4613896906375885,
-0.00329535361379385,
-0.3973396420478821,
-0.33183974027633667,
-0.3348012864589691,
0.44718024134635925,
0.5761463046073914,
0.30143412947654724,
0.18602965772151947,
-0.12580054998397827,
-0.5998875498771667,
0.041134778410196304,
0.13592834770679474,
-0.038944657891988754,
-0.6695440411567688,
0.10244860500097275,
0.605810821056366,
-0.5165384411811829,
0.7934604287147522,
0.1557782143354416,
-0.3514035940170288,
-0.15112678706645966,
0.14425653219223022,
0.14838345348834991,
-0.4242466390132904,
-0.4689043462276459,
-0.7468074560165405,
-0.07734178006649017,
0.10020102560520172,
-0.38666704297065735,
-0.0077683147974312305,
0.3842220604419708,
-0.36601224541664124,
-0.3881707489490509,
-0.07463850826025009,
0.30853667855262756,
-0.32682767510414124,
0.0011178037384524941,
0.4260280728340149,
-0.3443801999092102,
0.15794774889945984,
-0.054265569895505905,
-0.8101959824562073,
-0.016693115234375,
0.1675669103860855,
-0.26112163066864014,
0.03968018665909767,
0.17323212325572968,
0.09715736657381058,
-0.3018048405647278,
-0.1429806500673294,
-0.7652763724327087,
0.20009328424930573,
-0.31563255190849304,
0.6701593995094299,
0.1858898252248764,
0.6192360520362854,
-0.22973959147930145,
-0.41773146390914917,
-0.7583020925521851,
0.4895210266113281,
0.7674739360809326,
-0.08937104046344757,
-0.932174801826477,
-0.10839362442493439,
0.20187360048294067,
-0.1986902505159378,
-0.02426086738705635,
0.21242263913154602,
0.7712661027908325,
0.16512328386306763,
-0.2032478153705597,
-0.4953761398792267,
0.1244366392493248,
-0.22110813856124878,
-0.30712419748306274,
-0.017647281289100647,
-0.43770986795425415,
-0.41046154499053955,
0.3793727159500122,
0.4943552315235138,
-0.38168516755104065,
-1.2137705087661743,
0.13789373636245728,
-0.07657651603221893,
0.008571085520088673,
-0.17190921306610107,
0.7990087866783142,
0.5291641354560852,
0.1659245789051056,
0.3064010739326477,
0.15955716371536255,
0.33506909012794495,
0.2781533896923065,
-0.19712170958518982,
-0.13876263797283173,
-0.16967423260211945,
-0.0869012326002121,
-0.21602863073349,
0.2275775969028473,
-0.003927597310394049,
0.2484147697687149,
-0.24864733219146729,
-0.030890829861164093,
-0.3872782289981842,
-0.10349959135055542,
0.42785510420799255,
-0.4576435089111328,
0.5437040328979492,
-0.2590984106063843,
0.19474177062511444,
0.16236984729766846,
0.22261229157447815,
-0.13180257380008698,
-0.49649152159690857,
-0.19715403020381927,
0.4768054485321045,
0.4063025712966919,
-0.5563656687736511,
0.27350690960884094,
-0.04875756800174713,
0.6549627780914307,
0.4005184769630432,
-0.03976685553789139,
-0.003096015425398946,
0.04608890414237976,
0.10171414911746979,
0.03993867710232735,
0.5845366716384888,
-0.008693207986652851,
-0.03523760288953781,
0.3377268314361572,
0.22142598032951355,
0.49820947647094727,
0.4012792110443115,
0.19416706264019012,
0.5049778819084167,
0.3929608464241028,
-0.0651988759636879,
-0.43559831380844116,
0.5078197121620178,
-0.22326812148094177,
-0.0020023295655846596,
-0.11765620112419128,
0.35097357630729675,
0.2670452892780304,
0.38351622223854065,
-0.13964621722698212,
0.5972811579704285,
-0.013952615670859814,
0.13451465964317322,
0.13394035398960114,
0.01088811457157135,
-0.4951440095901489,
0.3525967299938202,
0.1457388699054718,
0.8324505686759949,
-0.6173929572105408,
0.09753905236721039,
0.13026705384254456,
0.06657492369413376,
0.131022110581398,
0.595569372177124,
0.029682252556085587,
0.3728444576263428,
0.22035519778728485,
0.05396825820207596,
0.15848201513290405,
-0.35176002979278564,
-0.4536415934562683,
0.0960954874753952,
0.2934935390949249,
-0.47125351428985596,
0.1595020294189453,
0.03984733298420906,
-0.06692453473806381,
0.30829498171806335,
-0.40795472264289856,
-0.13254757225513458,
-0.6313258409500122,
-0.30301785469055176,
0.1947946697473526,
0.014302622526884079,
0.07190009206533432,
0.23454518616199493,
0.3100632429122925,
0.26211321353912354,
-0.10367394238710403,
0.6540226936340332,
-0.18065443634986877,
-0.36806371808052063,
0.28616759181022644,
0.22571112215518951,
-0.4228730797767639,
0.007614906411617994,
-0.14394137263298035,
0.21495310962200165,
0.20730532705783844,
-0.8801404237747192,
-0.4080793559551239,
-0.2599163353443146,
-0.22131873667240143,
0.3582083284854889,
0.19501827657222748,
0.01125697884708643,
0.2788164019584656,
-0.8374940752983093,
-0.6271259784698486,
-0.15829645097255707,
-0.03726888820528984,
-0.11281988769769669,
0.06532210111618042,
0.4396522045135498,
0.5726901292800903,
0.4214770197868347,
0.08041208237409592,
0.6292805671691895,
0.2506110966205597,
0.2760798931121826,
-0.27450066804885864,
0.5893035531044006,
-0.506189227104187,
0.3509766757488251,
-0.5006523132324219,
-0.2606506943702698,
0.8517172932624817,
0.3692187964916229,
0.0747612938284874,
-0.5548791885375977,
-0.027580035850405693,
0.06588483601808548,
0.5492405891418457,
-0.5030062198638916,
-0.0919332355260849,
0.1454291045665741,
-0.4665379822254181,
-0.7283496856689453,
0.2691548466682434,
0.20526506006717682,
-0.24798643589019775,
-0.4110332131385803,
0.518126904964447,
0.33492955565452576,
-0.5713963508605957,
0.4763752222061157,
0.3029188811779022,
-0.535815417766571,
-0.47599905729293823,
0.3797256648540497,
-0.46260467171669006,
0.03076430782675743,
-0.600351095199585,
0.2875829339027405,
0.30947527289390564,
-0.6106235980987549,
-0.3334674835205078,
0.057481538504362106,
-0.2545170187950134,
0.4761379063129425,
-0.25534602999687195,
0.27669262886047363,
0.24883057177066803,
-0.1527760624885559,
-0.6680396199226379,
0.26771092414855957,
0.1447789967060089,
-0.7464371919631958,
0.07566694915294647,
-0.14342983067035675,
-0.2812901735305786,
0.43725815415382385,
-0.08516653627157211,
-0.2831428349018097,
-0.13994906842708588,
-0.0495404452085495
] |
The existence of social norms is one of the big unsolved problems in social cognitive science. Although no other concept is invoked more frequently in the social sciences, we still know little about how social norms are formed, the forces determining their content, and the cognitive and emotional requirements that enable a species to establish and enforce social norms. In recent years, there has been substantial progress, however, on how cooperation norms are enforced. Here we review evidence showing that sanctions are decisive for norm enforcement, and that they are largely driven by non-selfish motives. Moreover, the explicit study of sanctioning behavior provides instruments for measuring social norms and has also led to deeper insights into the proximate and ultimate forces behind human cooperation. | [
-0.01300953421741724,
0.014642270281910896,
-0.014512930065393448,
0.014574240893125534,
0.011410465463995934,
-0.0118933180347085,
0.00810544565320015,
-0.01813005656003952,
-0.012906990014016628,
0.0019687293097376823,
0.0064589958637952805,
0.012560445815324783,
-0.0044041951186954975,
0.014218239113688469,
0.031141771003603935,
0.01990545727312565,
-0.01684744656085968,
-0.011392803862690926,
-0.0018264190293848515,
-0.024483175948262215,
0.00003682443639263511,
-0.0026708412915468216,
0.009098721668124199,
-0.0049348678439855576,
-0.023138433694839478,
0.007312702015042305,
-0.002391844056546688,
0.004857227671891451,
0.014126220718026161,
-0.00721988920122385,
-0.008130928501486778,
0.0009550756076350808,
0.005020758602768183,
0.014180873520672321,
0.0024948169011622667,
0.0012502181343734264,
0.005005326587706804,
0.013577289879322052,
0.0011094585061073303,
-0.0021294215694069862,
0.013320889323949814,
0.0009573249844834208,
0.0036801709793508053,
0.011747021228075027,
-0.0044721569865942,
-0.003332373686134815,
-0.0006055351113900542,
-0.019419394433498383,
-0.018588410690426826,
0.00648999959230423,
-0.0023308550007641315,
0.013324819505214691,
-0.00743606174364686,
0.006061614491045475,
-0.005921526812016964,
0.01723809912800789,
0.018682856112718582,
0.00923842377960682,
-0.030888084322214127,
-0.008327120915055275,
-0.010908707976341248,
0.007101094350218773,
0.001969020813703537,
0.0028367668855935335,
0.008747740648686886,
-0.06737039238214493,
0.010004870593547821,
-0.01697300188243389,
-0.00625669164583087,
0.017048804089426994,
-0.00004600454121828079,
0.008907189592719078,
-0.010537300258874893,
-0.018288668245077133,
0.0035040974617004395,
-0.0016954172169789672,
0.0060350182466208935,
-0.024592634290456772,
-0.021153204143047333,
0.002138248411938548,
0.008695891126990318,
0.009835334494709969,
-0.018423788249492645,
0.007880426943302155,
0.006663190200924873,
-0.0017227190546691418,
-0.002397790551185608,
-0.009728847071528435,
-0.009271669201552868,
0.022598640993237495,
0.01437951996922493,
-0.025873441249132156,
-0.014199081808328629,
0.00032506848219782114,
-0.019128089770674706,
0.01821419969201088,
0.010840891860425472,
-0.008158557116985321,
0.0012487899512052536,
-0.0240212082862854,
-0.008532238192856312,
-0.0022891825065016747,
0.01728709042072296,
0.010396081022918224,
-0.00007625215221196413,
0.009557971730828285,
0.01950843632221222,
0.015550052747130394,
-0.006074903067201376,
0.004562090151011944,
0.0012686635600402951,
0.013381482101976871,
0.0010073193116113544,
-0.014237621799111366,
0.02695341594517231,
-0.014745636843144894,
0.0056702010333538055,
0.006670897360891104,
0.01000888179987669,
0.012405190616846085,
0.017167527228593826,
-0.007640770636498928,
0.005308406427502632,
-0.018860306590795517,
0.004799927584826946,
0.02286134473979473,
-0.023865832015872,
0.00841817632317543,
0.0007760049775242805,
0.008789557963609695,
-0.0085251834243536,
-0.0022858339361846447,
-0.006923990324139595,
0.007704394869506359,
0.012293349020183086,
-0.010242288932204247,
-0.011714979074895382,
-0.007645973935723305,
0.00806022435426712,
-0.016296256333589554,
0.015865584835410118,
0.006523532792925835,
-0.0018317976500838995,
0.004379569552838802,
-0.005665316246449947,
-0.012874890118837357,
-0.021122831851243973,
0.0046109724789857864,
-0.012760567478835583,
-0.0170767642557621,
0.017349783331155777,
0.003548526205122471,
-0.011563180014491081,
-0.01147555187344551,
0.012609301134943962,
-0.016056308522820473,
-0.012917604297399521,
-0.02180008962750435,
-0.0075424304232001305,
-0.0007840781472623348,
0.03371909260749817,
-0.0065681301057338715,
0.007381293922662735,
0.006129242014139891,
0.029499059543013573,
0.029021944850683212,
0.021204877644777298,
0.010366661474108696,
-0.017724867910146713,
0.0003587898099794984,
-0.009558499790728092,
0.020474255084991455,
-0.001471863710321486,
0.0035445585381239653,
0.007489736657589674,
0.0002032802440226078,
0.01739843189716339,
0.004900424741208553,
-0.0017403322272002697,
0.06757611036300659,
-0.006702817510813475,
0.043250199407339096,
-0.02754383161664009,
0.005295250099152327,
-0.0028392630629241467,
0.00207703048363328,
-0.01821500062942505,
-0.00431083096191287,
-0.003228020155802369,
0.008075195364654064,
-0.0017743799835443497,
0.0002203444018959999,
0.011199410073459148,
-0.008346013724803925,
0.000999594572931528,
0.003580963471904397,
0.022165575996041298,
0.00133330631069839,
-0.010092264041304588,
-0.01095946878194809,
0.013389995321631432,
0.009372282773256302,
0.018111463636159897,
0.03468194976449013,
-0.03288827836513519,
0.013710183091461658,
0.0001432681456208229,
0.007608785293996334,
0.007155636325478554,
-0.010958099737763405,
0.003802252234891057,
-0.020054655149579048,
-0.009356233291327953,
-0.005466248840093613,
0.028737306594848633,
0.002663570921868086,
0.017429618164896965,
-0.010611368343234062,
0.0012575360015034676,
-0.017189638689160347,
-0.005735188722610474,
0.0014907903969287872,
0.013965568505227566,
0.006720801815390587,
0.01637301594018936,
0.01392161101102829,
-0.0003337375819683075,
0.008108211681246758,
0.018070876598358154,
-0.011674067936837673,
-0.00016669617616571486,
-0.0042741140350699425,
-0.0034855715930461884,
-0.02807215414941311,
0.009373417124152184,
0.009189954958856106,
0.006076806224882603,
0.013354266062378883,
0.010737285949289799,
-0.004003523848950863,
0.003661761526018381,
-0.01109086163341999,
0.015188535675406456,
-0.007977694272994995,
0.019665930420160294,
-0.01789294183254242,
-0.005052950233221054,
0.00169074977748096,
0.017733300104737282,
-0.010359789244830608,
0.0029999776743352413,
0.017504602670669556,
0.005782066844403744,
-0.019556477665901184,
0.0020425240509212017,
0.01100962609052658,
0.03104178048670292,
0.0002453478518873453,
0.022846020758152008,
-0.0012678278144448996,
0.005983075127005577,
0.0028418556321412325,
0.011838939972221851,
0.017132889479398727,
0.023168589919805527,
0.004856383427977562,
0.015533420257270336,
-0.022551830857992172,
0.01471471693366766,
0.023547805845737457,
-0.00034054811112582684,
-0.006346407346427441,
-0.0020364446099847555,
-0.08188129961490631,
-0.005566563922911882,
0.01026456244289875,
0.03303039073944092,
0.013804495334625244,
-0.0014550462365150452,
0.019060619175434113,
0.011259499937295914,
-0.011327477172017097,
-0.014897406101226807,
0.009172393009066582,
0.009905475191771984,
-0.008237563073635101,
-0.024603096768260002,
0.009161461144685745,
-0.00397673062980175,
0.002422069665044546,
-0.01673169434070587,
-0.009941373951733112,
-0.0021399352699518204,
-0.02199680730700493,
-0.015930557623505592,
0.015998218208551407,
0.013444271869957447,
-0.0021529567893594503,
-0.006242107134312391,
-0.00004603108391165733,
-0.006030108314007521,
-0.011550563387572765,
0.0080043263733387,
0.00038502708775922656,
-0.0010238621616736054,
-0.007743119262158871,
-0.012921449728310108,
0.005602084565907717,
0.011120909824967384,
-0.008615974336862564,
0.007281707599759102,
-0.018603110685944557,
0.0016736914403736591,
0.01682461053133011,
0.008156295865774155,
-0.0003869081847369671,
0.011836790479719639,
0.0019820276647806168,
-0.017382562160491943,
0.026101047173142433,
0.026627929881215096,
0.008160808123648167,
-0.0021865167655050755,
0.0014367462135851383,
-0.0018638723995536566,
-0.003498491831123829,
0.0032134652137756348,
-0.0034547753166407347,
-0.0022438019514083862,
-0.014980975538492203,
0.021491538733243942,
-0.015313669107854366,
-0.000703930389136076,
0.008214388974010944,
-0.004738825839012861,
-0.011624857783317566,
0.018312327563762665,
0.0160213690251112,
-0.008429354056715965,
0.02533853054046631,
0.02115597203373909,
-0.007699588779360056,
0.0003338414244353771,
0.02172105573117733,
-0.013911020942032337,
-0.0062446799129247665,
-0.002411331981420517,
0.018114961683750153,
-0.010403294116258621,
-0.01113908365368843,
0.004619906656444073,
-0.001042881514877081,
-0.01596933603286743,
-0.004342332016676664,
0.001125706359744072,
-0.003264250699430704,
-0.004648732952773571,
-0.013611461967229843,
-0.0007502865046262741,
0.0014090926852077246,
-0.011705787852406502,
0.006623868364840746,
-0.012872990220785141,
0.0012844798620790243,
-0.049310509115457535,
0.019342569634318352,
0.004683852661401033,
-0.006393697112798691,
0.016206901520490646,
-0.0037808469496667385,
0.0010985354892909527,
-0.010537001304328442,
0.010616559535264969,
-0.006616134196519852,
0.00856507383286953,
0.0067947665229439735,
-0.007599879987537861,
-0.004266280215233564,
0.015000520274043083,
0.0029885685071349144,
-0.03085707128047943,
0.0019156739581376314,
-0.013200411573052406,
-0.02006368897855282,
0.0028770864009857178,
-0.007078644819557667,
0.021181819960474968,
0.009308841079473495,
0.02136189490556717,
-0.002481290837749839,
0.017385181039571762,
0.07277500629425049,
0.023512814193964005,
-0.004530017264187336,
-0.0024810200557112694,
0.03537421301007271,
-0.015020337887108326,
-0.026818566024303436,
-0.01625237613916397,
-0.005888471379876137,
-0.01310746744275093,
0.011268045753240585,
-0.009696473367512226,
-0.011267846450209618,
0.008445238694548607,
-0.0014166892506182194,
0.0006958399899303913,
0.0001298198476433754,
0.017989080399274826,
-0.022974718362092972,
-0.001704932190477848,
-0.028308013454079628,
0.0020233518444001675,
-0.002886835252866149,
-0.021816818043589592,
0.0010433332063257694,
-0.030102208256721497,
-0.025986842811107635,
-0.01107100397348404,
-0.003344358177855611,
0.00023415574105456471,
0.018810581415891647,
-0.008840393275022507,
0.0006187331164255738,
-0.02763385698199272,
0.019027449190616608,
0.0026933811604976654,
0.00656075868755579,
-0.0217218566685915,
-0.01122337207198143,
0.012904754839837551,
-0.0020861998200416565,
-0.007871167734265327,
0.003453565761446953,
0.02631460875272751,
0.008084794506430626,
-0.001326514407992363,
-0.0002459476236253977,
0.0010165488347411156,
-0.006379299331456423,
0.0299152173101902,
-0.01083308458328247,
0.017656151205301285,
0.0009974155109375715,
0.0013895640149712563,
0.018055345863103867,
-0.0010741400765255094,
0.008245963603258133,
-0.012372847646474838,
-0.01786581054329872,
0.007074810564517975,
0.012632917612791061,
0.008850849233567715,
-0.002138664713129401,
-0.020179184153676033,
-0.016388090327382088,
-0.006530267186462879,
0.02442229352891445,
-0.0025887619704008102,
-0.0036300502251833677,
0.019120953977108,
-0.04177279770374298,
0.007344457786530256,
0.011137286201119423,
0.00559554947540164,
0.011799070984125137,
-0.011055467650294304,
0.018923655152320862,
0.015954514965415,
-0.012728764675557613,
0.001099519431591034,
-0.0061461227014660835,
0.0005043736309744418,
0.0059958859346807,
0.001762564410455525,
-0.012907860800623894,
-0.023411527276039124,
-0.042106278240680695,
-0.07500211894512177,
0.0016464829677715898,
-0.0050078872591257095,
-0.010080700740218163,
-0.0019609746523201466,
0.034018103033304214,
-0.009811916388571262,
0.03338643163442612,
-0.018584376201033592,
-0.00436262134462595,
-0.03127524256706238,
-0.017351053655147552,
0.004199418239295483,
0.005670401267707348,
0.007086817175149918,
0.014922134578227997,
-0.009650764055550098,
0.00905939843505621,
0.02047574520111084,
0.015357950702309608,
0.0011495486833155155,
-0.022071028128266335,
0.005651830229908228,
-0.0041353171691298485,
0.010984470136463642,
-0.08171252906322479,
0.010954032652080059,
0.0067723821848630905,
-0.01638399250805378,
-0.0024816752411425114,
-0.018961520865559578,
-0.00009729759767651558,
0.008651952259242535,
-0.007697371765971184,
-0.01522420346736908,
0.002188569400459528,
0.010580643080174923,
-0.02434683032333851,
0.009290013462305069,
0.013010727241635323,
-0.0046234289184212685,
0.012172125279903412,
0.014772934839129448,
-0.009953592903912067,
0.0027239148039370775,
0.004145546350628138,
0.0027843390125781298,
-0.009040700271725655,
-0.006097613833844662,
-0.009368829429149628,
-0.01071479544043541,
-0.010343899950385094,
0.007246852852404118,
0.019002944231033325,
0.016399675980210304,
0.024507105350494385,
0.009350336156785488,
-0.005673838779330254,
-0.010660712607204914,
0.008437031880021095,
-0.00650707446038723,
-0.01700194925069809,
-0.002588072791695595,
0.019240356981754303,
-0.01623835414648056,
-0.00680982880294323,
-0.0007722618756815791,
0.029543250799179077,
0.010680793784558773,
-0.015485696494579315,
-0.005366932135075331,
0.0035947724245488644,
-0.0002952894428744912,
0.010772930458188057,
0.0006840121932327747,
0.008417155593633652,
0.0061775632202625275,
0.014160258695483208,
0.004150068387389183,
0.005403446964919567,
0.01739751175045967,
-0.005581272765994072,
0.01569381356239319,
-0.005941922310739756,
0.0036142892204225063,
-0.0031025437638163567,
0.009202532470226288,
0.0040140035562217236,
0.07241123914718628,
-0.03220731019973755,
0.018868133425712585,
0.016395024955272675,
0.007210963871330023,
-0.004435097798705101,
-0.0029638055711984634,
0.013141665607690811,
-0.008112014271318913,
-0.0031981272622942924,
0.019138390198349953,
-0.007479804567992687,
0.00901094451546669,
0.005280790850520134,
0.015983255580067635,
-0.008564217947423458,
-0.007608836516737938,
-0.006265828385949135,
0.006802869960665703,
0.013056815601885319,
0.006402888800948858,
-0.026714522391557693,
-0.030114255845546722,
0.0037973537109792233,
-0.0077542089857161045,
0.0032466754782944918,
-0.003580504097044468,
0.014069247990846634,
-0.006616833154112101,
-0.00337204709649086,
-0.018018538132309914,
-0.01537572592496872,
0.00034792907536029816,
-0.017654484137892723,
0.021540675312280655,
0.0012948336079716682,
0.005530345719307661,
-0.00975449662655592,
-0.00986164528876543,
0.0029301936738193035,
-0.015769105404615402,
0.01087969820946455,
0.009220589883625507,
-0.007752745412290096,
0.022705260664224625,
0.002257170621305704,
0.00980062410235405,
-0.006908884271979332,
-0.024716978892683983,
0.013229189440608025,
0.009241958148777485,
0.0035890494473278522,
-0.005508903879672289,
0.0033968305215239525,
0.004887398798018694,
0.00045513128861784935,
-0.022500306367874146,
0.017043376341462135,
0.004166335333138704,
0.014980163425207138,
-0.008526744320988655,
-0.01044075284153223,
0.009023995138704777,
0.003347978461533785,
0.002645817818120122,
-0.0021813984494656324,
0.016906822100281715,
-0.006730148568749428,
-0.0064318981021642685,
0.014084557071328163,
-0.03367853909730911,
-0.005250690970569849,
-0.0007062910008244216,
-0.011340353637933731,
0.011778924614191055,
0.006121316459029913,
0.012132562696933746,
0.01746903732419014,
0.018379826098680496,
0.0037950987461954355,
-0.006225139368325472,
0.01073222141712904,
-0.021176040172576904,
-0.014390133321285248,
0.0038077791687101126,
0.016462504863739014,
0.004878407344222069,
0.0006900141015648842,
-0.0030564991757273674,
0.0032665333710610867,
-0.0002361624501645565,
0.003637646557763219,
-0.000018115853890776634,
0.015624379739165306,
0.0030212802812457085,
0.03422439098358154,
-0.0001937582273967564,
0.0032982598058879375,
-0.01776103302836418,
0.0017138905823230743,
0.017147639766335487,
0.030743900686502457,
-0.0011967411264777184,
0.016262630000710487,
0.0008883634582161903,
-0.008987173438072205,
-0.005748814903199673,
0.030566152185201645,
0.022460490465164185,
-0.026410723105072975,
0.007934089750051498,
0.005572743248194456,
-0.01862563192844391,
0.012769593857228756,
-0.00504223071038723,
-0.002035999670624733,
-0.009776748716831207,
-0.019702477380633354,
0.003214828670024872,
-0.004956904798746109,
-0.012707113288342953,
0.00923068169504404,
-0.012030607089400291,
-0.010063709691166878,
-0.010083028115332127,
-0.019925128668546677,
-0.003252534894272685,
0.010663330554962158,
0.014886771328747272,
-0.020280838012695312,
-0.0019957583863288164,
0.006755686830729246,
0.004774691537022591,
0.005186459049582481,
0.011695549823343754,
0.01612934283912182,
0.016368938609957695,
-0.0014658502768725157,
-0.015025888569653034,
-0.005835839081555605,
-0.00016206572763621807,
-0.01688413880765438,
0.0005870562745258212,
0.008731493726372719,
0.007033190224319696,
-0.010451432317495346,
0.047751251608133316,
0.02043890208005905,
0.015996545553207397,
0.0008737542666494846,
0.010552812367677689,
0.009417192079126835,
0.005581364035606384,
-0.0005731488345190883,
0.0020743156783282757,
0.023986227810382843,
0.0037770781200379133,
0.03588484600186348,
-0.012278234586119652,
-0.004628987982869148,
0.01119034644216299,
0.02232123352587223,
0.002769121900200844,
0.006559604778885841,
-0.011701332405209541,
0.022872883826494217,
-0.03156241029500961,
0.007417074870318174,
0.005457238759845495,
0.0033212420530617237,
0.01599958911538124,
-0.01604119874536991,
-0.003898660885170102,
-0.0050368281081318855,
-0.019668972119688988,
-0.017227746546268463,
-0.015820719301700592,
0.021817335858941078,
-0.022736918181180954,
0.012314078398048878,
-0.010564482770860195,
0.0003635217435657978,
0.015170423313975334,
-0.004326758906245232,
-0.00852925144135952,
0.01852734573185444,
-0.0096218790858984,
0.009714624844491482,
0.008102070540189743,
-0.009606584906578064,
0.013779347762465477,
0.003902093041688204,
-0.024046674370765686,
-0.0003258900251239538,
-0.005232948809862137,
-0.018905509263277054,
-0.004513100255280733,
-0.0122207161039114,
0.006432721391320229,
0.008104782551527023,
0.0020129987969994545,
0.009184389375150204
] | [
0.5582148432731628,
0.2112051248550415,
-0.008415584452450275,
0.3496028184890747,
-0.0802072063088417,
-0.13417953252792358,
0.8218438029289246,
0.2262386530637741,
-0.4337776303291321,
-0.3988639712333679,
0.1762462705373764,
0.4468529522418976,
-0.7633299231529236,
0.46236395835876465,
-0.3647121489048004,
0.43311020731925964,
0.7412281632423401,
0.6078593134880066,
-0.3192501366138458,
-0.4434686601161957,
-0.38082805275917053,
-0.02951081469655037,
0.1987045556306839,
-0.1965150535106659,
0.19290471076965332,
0.05962306633591652,
0.5780718326568604,
0.4333709478378296,
-0.10749367624521255,
0.11347173154354095,
0.18877239525318146,
0.41777968406677246,
-0.6141363382339478,
0.08686230331659317,
-0.5508673787117004,
0.0484364852309227,
-0.3303346633911133,
0.18036067485809326,
0.13272103667259216,
-0.3905061185359955,
0.3756815493106842,
0.08103667199611664,
-0.512759804725647,
0.43606576323509216,
-0.5827344059944153,
-0.6496639847755432,
-1.2414718866348267,
0.47198984026908875,
-0.47941842675209045,
-0.027211396023631096,
-0.09136921912431717,
0.34231966733932495,
-0.16182611882686615,
0.3816027343273163,
0.3167048692703247,
-0.10287290066480637,
-0.5283952951431274,
-0.12979280948638916,
0.2390545755624771,
-0.48507946729660034,
-0.10471039265394211,
0.13447093963623047,
-0.1583939641714096,
-0.21873392164707184,
-0.2882001996040344,
0.39085057377815247,
0.3096826672554016,
-0.28356844186782837,
-0.1308930516242981,
-0.31084635853767395,
-0.4359438121318817,
-0.677031397819519,
-0.2829958200454712,
0.059201668947935104,
-0.749281644821167,
0.068193718791008,
0.24133650958538055,
-0.1279870867729187,
0.1609574407339096,
-0.1509646475315094,
0.2946917712688446,
0.2594221234321594,
0.5830127596855164,
-0.7083005905151367,
0.620827317237854,
-0.03052440844476223,
0.09052912145853043,
0.6836904287338257,
-0.37837737798690796,
0.26547032594680786,
0.15679234266281128,
0.13507932424545288,
0.2673260271549225,
0.08449140191078186,
0.33542948961257935,
0.3740541338920593,
0.6318168044090271,
-0.13507038354873657,
0.38959693908691406,
0.4101240336894989,
0.2268320471048355,
-0.39232492446899414,
0.14238624274730682,
-0.13304820656776428,
0.0025932362768799067,
-0.8036708235740662,
0.023537321016192436,
-0.7225856781005859,
-0.4086421728134155,
0.38474106788635254,
-0.7088894844055176,
0.40057140588760376,
0.17373917996883392,
0.17184114456176758,
-0.19437047839164734,
0.475122332572937,
0.017701132223010063,
-0.034567177295684814,
-0.2597288191318512,
0.5176859498023987,
0.24330943822860718,
0.6097949147224426,
-0.16248175501823425,
0.2201836109161377,
0.12463568896055222,
-0.058590117841959,
0.19250255823135376,
0.3464159071445465,
-0.5686157941818237,
0.3832024931907654,
0.25738048553466797,
0.9954050183296204,
0.10440314561128616,
0.22549493610858917,
-0.1884392499923706,
-0.2871430218219757,
0.6035134196281433,
0.23280245065689087,
-0.08872833102941513,
-0.27677181363105774,
-0.5826167464256287,
-0.6146559119224548,
-0.533420741558075,
0.2224113792181015,
0.3879791498184204,
-0.22782795131206512,
0.276942640542984,
-0.05451761186122894,
-0.02559504471719265,
0.05467933788895607,
-0.10524061322212219,
0.07289337366819382,
-0.4602150321006775,
-0.04464425891637802,
0.17019662261009216,
0.31990641355514526,
0.2878567576408386,
-0.07974177598953247,
-0.2946488559246063,
0.15340743958950043,
-0.09815095365047455,
0.2343491166830063,
-0.710195004940033,
-0.7139891386032104,
0.3361130952835083,
-0.8234995007514954,
-0.25065943598747253,
0.6712602972984314,
0.027039090171456337,
0.45977190136909485,
-0.041801538318395615,
0.042963236570358276,
-0.1907031238079071,
-0.2925139367580414,
0.12231380492448807,
0.22853955626487732,
-0.0782126858830452,
0.18498581647872925,
0.27285218238830566,
0.5630135536193848,
-0.6448089480400085,
0.14056310057640076,
0.21307183802127838,
-0.15719683468341827,
0.2805439829826355,
0.0010537473717704415,
0.4198390245437622,
-0.36020806431770325,
-0.2751238942146301,
-0.6501865983009338,
-0.1383148729801178,
-0.09436105191707611,
0.5942037105560303,
-0.8971250653266907,
1.256632685661316,
-0.16670092940330505,
-0.4291343092918396,
1.4097520112991333,
-0.0808069258928299,
0.17595133185386658,
-0.12067705392837524,
-0.2192041426897049,
-0.029749777168035507,
-0.020039498805999756,
-0.7288892269134521,
0.5430189967155457,
0.0014543636934831738,
-0.12027093768119812,
-0.30543753504753113,
0.13064713776111603,
0.5765396356582642,
-0.6135996580123901,
-0.2451418787240982,
-0.5725883841514587,
-0.05588502436876297,
0.09673263132572174,
-0.2580518424510956,
0.22145961225032806,
-0.1961667537689209,
-0.17099785804748535,
0.4751604199409485,
-0.5750412344932556,
0.37092772126197815,
0.5502974390983582,
0.06733202189207077,
-0.028802942484617233,
0.39625784754753113,
0.3513849079608917,
0.7142252922058105,
-0.6372089385986328,
-0.027910472825169563,
0.35523808002471924,
0.6530013084411621,
-0.5288815498352051,
-0.23998892307281494,
0.06289152055978775,
0.1677044779062271,
-0.1182643249630928,
-0.31879836320877075,
-0.05694876238703728,
-0.11176744848489761,
0.22595033049583435,
-0.1948099583387375,
0.28629088401794434,
-0.43143701553344727,
-0.3136252164840698,
-0.3235970735549927,
0.5054040551185608,
-0.6128143668174744,
0.2572663128376007,
-0.08656230568885803,
0.3833017945289612,
0.25726452469825745,
-0.5048589110374451,
0.053976792842149734,
0.06290191411972046,
-0.4012172818183899,
-0.4125332534313202,
0.12389986962080002,
-0.36109480261802673,
-0.08230414986610413,
-0.2353207916021347,
-0.35098519921302795,
-0.3258051872253418,
-0.3321191072463989,
-0.37972933053970337,
-0.22210748493671417,
-0.40640637278556824,
0.06423023343086243,
1.0127991437911987,
0.5867379307746887,
-0.41088902950286865,
-0.472065806388855,
0.25985077023506165,
0.22408908605575562,
-0.026634424924850464,
0.2141372412443161,
0.32678234577178955,
-0.3764742612838745,
-0.185797318816185,
-0.14071965217590332,
0.5654690265655518,
0.7418680787086487,
-0.4989587962627411,
-0.5726820826530457,
-0.8742635846138,
0.29049891233444214,
-0.9023268222808838,
-0.21294882893562317,
-0.30595043301582336,
-0.06465426087379456,
0.26715394854545593,
-0.04099351167678833,
-0.6804680824279785,
0.07038912922143936,
0.7870481610298157,
-0.11111247539520264,
0.1455901563167572,
0.4353809952735901,
-0.22960631549358368,
0.3990482687950134,
0.2671378552913666,
-0.1891849935054779,
0.15973281860351562,
0.1157187893986702,
0.11694362759590149,
-0.4661688208580017,
0.13056693971157074,
-5.977524280548096,
-0.02484169416129589,
-0.06409189105033875,
-0.09779180586338043,
-0.4818136394023895,
0.08848655223846436,
1.382722020149231,
0.10972970724105835,
-0.13215453922748566,
-0.22793057560920715,
0.2522180676460266,
0.11149422079324722,
0.07473420351743698,
0.7797656655311584,
0.3185449242591858,
-0.2584426999092102,
0.5010502934455872,
-0.274111807346344,
-0.0021731569431722164,
0.5808197259902954,
0.04165152460336685,
0.06281831115484238,
-0.010853148996829987,
0.06027822569012642,
0.16169779002666473,
-0.16535954177379608,
-0.9651093482971191,
0.2408485859632492,
-0.0019593117758631706,
-0.12180852890014648,
-0.27260786294937134,
-0.45674121379852295,
-0.4983275234699249,
-0.9773468375205994,
0.4271717667579651,
0.5746778249740601,
0.19323913753032684,
-0.16251078248023987,
-0.1730647087097168,
-0.08169180154800415,
0.12055502086877823,
0.22006432712078094,
0.158629909157753,
0.32458266615867615,
0.21981865167617798,
0.3165176808834076,
-0.4695063829421997,
0.21060986816883087,
-0.5891637206077576,
0.6490388512611389,
-0.3801037669181824,
-0.006769784726202488,
0.2499241679906845,
-0.11783887445926666,
0.23110294342041016,
-0.2025899589061737,
0.34783706068992615,
-0.10469460487365723,
-0.5937637686729431,
0.15789064764976501,
-0.0965638980269432,
-0.4139624834060669,
0.4015783369541168,
-0.49324411153793335,
-0.18515387177467346,
0.46462348103523254,
-0.6371400356292725,
-0.42460596561431885,
0.33051952719688416,
-0.07482057809829712,
-0.538948655128479,
0.2958870530128479,
0.16956977546215057,
-0.4396078884601593,
0.3332793712615967,
-0.14829185605049133,
-0.12229909747838974,
-0.0932188406586647,
0.20992349088191986,
0.23475034534931183,
-0.3087351322174072,
-0.013062315993010998,
-0.023731855675578117,
0.08689123392105103,
0.09695816785097122,
-0.08840085566043854,
0.2857162356376648,
0.4200815260410309,
-0.7981290221214294,
0.10412002354860306,
0.5698656439781189,
-0.04801885411143303,
0.17244510352611542,
0.6467385292053223,
0.6747543215751648,
0.682706356048584,
0.2942820191383362,
-0.12563307583332062,
0.27537286281585693,
-0.08930925279855728,
0.4365205466747284,
-0.04443775862455368,
0.08564154803752899,
-0.707746684551239,
-0.13267530500888824,
-0.015611554495990276,
-0.21689586341381073,
0.5935574173927307,
0.5819210410118103,
-0.6427083611488342,
0.031031571328639984,
0.2929156422615051,
-0.27475792169570923,
-0.02596033178269863,
0.723247230052948,
0.11713603883981705,
-0.1310664862394333,
0.3289071023464203,
0.13245108723640442,
0.11201879382133484,
-0.030459223315119743,
0.4655992090702057,
-0.08436521142721176,
0.08379777520895004,
-0.3969467282295227,
-0.5057448744773865,
-0.1504327654838562,
0.50578373670578,
-0.3322734832763672,
-0.11574096977710724,
0.27533403038978577,
0.7474635243415833,
-0.31254440546035767,
0.1554068624973297,
0.31928160786628723,
-0.152151957154274,
0.02899792231619358,
0.35211628675460815,
0.21343830227851868,
-0.6115967631340027,
0.5354158282279968,
-0.1854569911956787,
-0.01533304899930954,
0.05191679671406746,
0.13948234915733337,
-0.16262879967689514,
0.1441185623407364,
0.1377224624156952,
0.17355312407016754,
0.0841812863945961,
-0.07272558659315109,
-0.22658276557922363,
0.011600488796830177,
-0.09841281175613403,
-0.11190441250801086,
-0.14146283268928528,
0.861660897731781,
0.33574357628822327,
0.47556859254837036,
-0.5379507541656494,
-0.15249858796596527,
-0.4217437207698822,
-0.8796688318252563,
0.1755283623933792,
0.3452979326248169,
0.05142984911799431,
-0.41661912202835083,
-0.4036833345890045,
-0.0735783576965332,
0.3338184952735901,
0.23376445472240448,
-0.402693510055542,
-0.22992649674415588,
-0.3545641601085663,
-0.20861093699932098,
-0.41049835085868835,
-0.3727671802043915,
-0.03431683033704758,
-0.32458436489105225,
-0.049584828317165375,
0.13471387326717377,
-0.2579227685928345,
-0.5431393980979919,
-0.038199879229068756,
0.37607672810554504,
-0.04576614126563072,
0.45640143752098083,
0.10843953490257263,
-0.03533592075109482,
-0.628387451171875,
0.20651912689208984,
0.18423214554786682,
0.48596420884132385,
-0.22426508367061615,
0.1726241558790207,
-0.02444746531546116,
0.3710400462150574,
0.2101649045944214,
-0.250476211309433,
-0.11436183750629425,
0.5079153776168823,
0.5198256373405457,
-0.7352585792541504,
0.1309734731912613,
0.11593316495418549,
-0.38611480593681335,
0.14185357093811035,
-0.059068139642477036,
0.11941729485988617,
-0.1257358342409134,
-0.6381096839904785,
-0.27046579122543335,
-0.41194403171539307,
0.4826330244541168,
-0.45305123925209045,
-0.4723699986934662,
0.16152603924274445,
0.15516988933086395,
-0.6757399439811707,
0.3047475814819336,
0.5525383353233337,
-0.22035916149616241,
-0.29622548818588257,
-0.08381307870149612,
-0.315979540348053,
-0.08873149007558823,
0.8390666246414185,
-0.5015908479690552,
-0.1535048484802246,
0.12529325485229492,
-0.5620865225791931,
0.10766412317752838,
0.18707187473773956,
0.18132284283638,
-0.822385311126709,
-0.23776698112487793,
0.11412978172302246,
0.45370763540267944,
-0.20942647755146027,
0.0017167399637401104,
0.1981322020292282,
0.7043725848197937,
-0.09923428297042847,
-0.6269593238830566,
-0.2463480681180954,
0.10661795735359192,
0.24587498605251312,
-0.24730123579502106,
-0.5460624694824219,
-0.3215728998184204,
-0.027154909446835518,
-0.1891663819551468,
-0.24559922516345978,
0.421724408864975,
0.61046302318573,
-0.025529803708195686,
0.15464167296886444,
-0.3569118082523346,
0.40329110622406006,
0.14926837384700775,
0.023355411365628242,
-0.5921401381492615,
-0.3382865786552429,
-0.5896447896957397,
-0.16355139017105103,
-0.20799335837364197,
-0.45374614000320435,
-0.28803595900535583,
0.6205072402954102,
-0.7411311268806458,
0.20924849808216095,
-0.1562306135892868,
0.4016430974006653,
0.3060257136821747,
0.36380669474601746,
-0.27352288365364075,
-0.2561511993408203,
0.3937985301017761,
-0.3901903033256531,
0.07751844823360443,
0.12946432828903198,
-0.23427744209766388,
0.21730858087539673,
-0.7424432039260864,
0.2691977024078369,
-0.6740368604660034,
0.3477712869644165,
-0.25018957257270813,
0.0751819759607315,
-0.5714383125305176,
-0.8966914415359497,
-0.057755980640649796,
-0.23136432468891144,
-0.3169577121734619,
-0.19665078818798065,
-0.2449043244123459,
0.1739029735326767,
0.18931439518928528,
0.4482302963733673,
-0.19125249981880188,
-0.29889342188835144,
0.08726418018341064,
0.23137925565242767,
-0.5667210221290588,
0.46017342805862427,
0.036646097898483276,
-0.00300131575204432,
0.06523054093122482,
-0.0911049172282219,
0.15765611827373505,
0.03438010439276695,
-0.023006590083241463,
0.45290783047676086,
0.6229044198989868,
-0.5304453372955322,
0.3228510320186615,
0.07890351861715317,
-0.41628360748291016,
0.7452921271324158,
0.45026713609695435,
-0.09510497003793716,
-0.030390728265047073,
0.5626118183135986,
0.008950791321694851,
0.18172669410705566,
0.5644335150718689,
0.2482951581478119,
0.49502938985824585,
0.05905628949403763,
-0.042686015367507935,
0.18566875159740448,
0.4106384217739105,
-0.11852474510669708,
-0.2798174321651459,
0.08844886720180511,
0.19179707765579224,
0.5738276839256287,
-0.4591919481754303,
-0.354797899723053,
0.6379810571670532,
0.4776645004749298,
-0.34601566195487976,
-0.20741134881973267,
-0.277811735868454,
-0.16956421732902527,
0.11282885819673538,
0.41703638434410095,
0.22603099048137665,
-0.27347803115844727,
0.7377710342407227,
0.38005807995796204,
-0.2063039243221283,
0.03560538589954376,
0.3603341281414032,
-0.09244805574417114,
-0.65583336353302,
0.7396871447563171,
-0.4467955231666565,
-0.5506540536880493,
0.21002550423145294,
-0.113442063331604,
0.432163804769516,
-0.0755956768989563,
0.4013967216014862,
0.15341411530971527,
0.5232475399971008,
0.5656859874725342,
0.05157528072595596,
0.48736587166786194,
-0.40232229232788086,
-0.05510133132338524,
-0.09127847105264664,
0.08231719583272934,
0.7824769020080566,
0.1843104511499405,
-0.3940761983394623,
0.6670158505439758,
0.11847922205924988,
0.08538305759429932,
-0.27936527132987976,
0.30080389976501465,
0.3221362829208374,
0.3484269380569458,
-0.6074647903442383,
0.3705403208732605,
-0.011997847817838192,
-0.2534015476703644,
0.21128541231155396,
-0.15751636028289795,
0.07765232771635056,
-0.1709756851196289,
-0.6340498924255371,
-0.28743770718574524,
0.2230476438999176,
-0.21867558360099792,
-0.03656399995088577,
-0.2280610352754593,
0.8606674671173096,
0.14947077631950378,
-0.4440224766731262,
0.37939637899398804,
0.45623108744621277,
-0.43304237723350525,
0.4629857838153839,
-0.16460926830768585,
0.13211318850517273,
-0.6940425038337708,
-0.5649950504302979,
-0.49548792839050293,
0.0656110942363739,
0.6348379850387573,
0.10256194323301315,
-0.3000396490097046,
-0.11218994855880737,
0.37200191617012024,
0.2581881284713745,
0.19056861102581024,
-0.1426224708557129,
-0.2411232590675354,
-0.48382508754730225,
0.12214016169309616,
-0.32334911823272705,
0.12133829295635223,
0.10534954071044922,
-0.05126391723752022,
-0.3846530318260193,
0.23054921627044678,
0.05815252289175987,
-0.541021466255188,
0.26365020871162415,
-0.23324869573116302,
-0.07359672337770462,
-0.09534714370965958,
0.6326203942298889,
-0.3102233111858368,
-0.21697935461997986,
0.05947473272681236,
0.22342583537101746,
0.42261213064193726,
-0.6045018434524536,
0.046608686447143555,
-0.21690934896469116,
0.38866907358169556,
0.22695350646972656,
-0.4040127098560333,
0.17418505251407623,
-0.20619451999664307,
-0.41296112537384033,
-0.35239550471305847,
0.41359537839889526,
-0.24352264404296875,
-0.11810658127069473,
-0.4262232482433319,
-0.23456157743930817,
-0.6113566160202026,
-0.13813787698745728,
0.13568758964538574,
-0.18320955336093903,
-0.21696791052818298,
-0.11747254431247711
] |
Human-centered robotics has received growing interest in low-impedance actuations. In particular, pneumatic artificial muscles (PAMs) provide compliance and high force-to-weight ratio, which allow for safe actuation. However, several performance drawbacks prevent PAMs from being more pervasive. Although many approaches have been proposed to overcome the low control bandwidth of PAMs, some limitations of PAMs, such as restricted workspace and torque capacity, remain to be addressed. This paper analyzes the characteristics and limitations of PAMs-driven joints and subsequently provides an optimization strategy for circular pulleys (CPs) in order to improve joint torque capacity over a large workspace. In addition to CPs, this paper proposes a design methodology to synthesize a pair of variable radius pulleys (VRPs) for further improvement. Simulation and experimental results show that newly synthesized VRPs significantly improve torque capacity in the enlarged workspace without loss of dynamic performance. Finally, the characteristics of CPs and VRPs are discussed in terms of physical human-robot interaction. | [
0.022502390667796135,
0.008339940570294857,
0.0012656492181122303,
0.014434718526899815,
0.007824787870049477,
-0.0031578061170876026,
0.00943251233547926,
0.010775062255561352,
-0.008161704055964947,
0.012460746802389622,
-0.025685226544737816,
0.017020680010318756,
-0.00402210745960474,
0.024089006707072258,
-0.006153160706162453,
0.022044671699404716,
-0.010842832736670971,
-0.008359603583812714,
0.0062969340942800045,
-0.017612561583518982,
0.005695010535418987,
0.008172139525413513,
0.009123682975769043,
-0.001095271552912891,
-0.01273935753852129,
-0.006728248205035925,
0.018647849559783936,
-0.019474904984235764,
-0.008038868196308613,
0.012601658701896667,
-0.02962726354598999,
-0.0011289939284324646,
0.008743222802877426,
-0.019327133893966675,
0.0015551946125924587,
-0.003001060802489519,
0.0010054842568933964,
0.019097669050097466,
0.011031990870833397,
-0.005148838274180889,
-0.015227524563670158,
-0.0004472484579309821,
0.0016546035185456276,
-0.025113284587860107,
-0.007380695082247257,
0.024178694933652878,
0.0025155076291412115,
0.006898549385368824,
-0.013929915614426136,
0.005923951976001263,
-0.00539017841219902,
-0.00034662464167922735,
-0.003516867058351636,
0.010483667254447937,
-0.005977274850010872,
-0.02063419669866562,
0.015374691225588322,
-0.009173090569674969,
0.018940499052405357,
-0.010027645155787468,
-0.01165257953107357,
0.017324473708868027,
-0.01194082386791706,
-0.019373027607798576,
-0.03171337768435478,
-0.06760235130786896,
0.022680271416902542,
0.031174030154943466,
0.00047413393622264266,
-0.013352219015359879,
0.02023899182677269,
0.006201007403433323,
-0.017671354115009308,
0.01954074390232563,
0.004724190570414066,
-0.0010657720267772675,
-0.003997577354311943,
-0.005615442991256714,
-0.009449324570596218,
0.03734981641173363,
-0.03193965554237366,
-0.012053370475769043,
0.012312261387705803,
0.016841959208250046,
-0.010691788978874683,
0.004768921062350273,
-0.024525530636310577,
0.011586740612983704,
-0.006411438807845116,
-0.022453386336565018,
0.011746838688850403,
-0.0003264038823544979,
-0.005588773172348738,
-0.0056421784684062,
0.004161745309829712,
0.0053632198832929134,
-0.015685725957155228,
0.02109462581574917,
-0.004977969918400049,
-0.0033521305304020643,
-0.011827973648905754,
0.0015144204953685403,
0.017428353428840637,
-0.02170158363878727,
0.0048883045092225075,
0.01091579906642437,
0.01778685487806797,
-0.011171799153089523,
0.0019570467993617058,
0.011013609357178211,
0.013185353018343449,
0.01650708168745041,
-0.0275003369897604,
0.0016773822717368603,
-0.0041131810285151005,
-0.014556883834302425,
0.013165567070245743,
-0.018295815214514732,
0.015314798802137375,
0.001074847299605608,
-0.006359380669891834,
0.0010671110358089209,
-0.007451353594660759,
0.040134504437446594,
0.0053820256143808365,
0.005595379509031773,
0.047588907182216644,
0.00635601906105876,
-0.004147297237068415,
0.009865907952189445,
-0.011862337589263916,
0.005105284042656422,
-0.0048174550756812096,
0.039113741368055344,
-0.00011431262828409672,
0.00372216384857893,
-0.006825099233537912,
-0.025118820369243622,
0.0034120967611670494,
-0.012259779497981071,
-0.002905850065872073,
0.011604376137256622,
0.0032277540303766727,
0.014119014143943787,
0.02689981460571289,
-0.004005703143775463,
-0.0071760304272174835,
-0.0012106907088309526,
0.003855879185721278,
-0.003479807870462537,
0.009442418813705444,
0.014366218820214272,
-0.01064443588256836,
-0.03105434775352478,
-0.007340476848185062,
0.0008009658195078373,
-0.009621899574995041,
0.00977329257875681,
-0.01803465560078621,
-0.013876928016543388,
-0.003253387985751033,
0.0025899822358042,
-0.0018708794377744198,
0.00700784008949995,
0.012608413584530354,
0.0016634049825370312,
0.009049791842699051,
-0.01383803877979517,
0.01098073460161686,
0.005361942108720541,
-0.007075559347867966,
0.0007684961892664433,
-0.00365700526162982,
0.006784320808947086,
0.006749813444912434,
0.002494373358786106,
-0.016325540840625763,
0.008783782832324505,
-0.01195758581161499,
0.06744453310966492,
0.024871468544006348,
-0.0012907842174172401,
0.005112042650580406,
-0.024968978017568588,
0.027677718549966812,
-0.018368570134043694,
0.006495538167655468,
-0.009905817918479443,
0.015453689731657505,
0.0136643648147583,
-0.022532649338245392,
-0.013320712372660637,
-0.022463016211986542,
0.004745906684547663,
-0.014612317085266113,
0.00407116673886776,
0.004002454690635204,
0.0030457661487162113,
-0.01261320523917675,
-0.009355364367365837,
-0.0012190185952931643,
0.016118129715323448,
0.023437462747097015,
0.0020640846341848373,
0.036661453545093536,
0.014786736108362675,
-0.008919911459088326,
-0.0215360838919878,
0.031098447740077972,
0.025106433779001236,
0.01840681955218315,
0.020390192046761513,
-0.009232072159647942,
-0.017503749579191208,
0.006649129092693329,
-0.006997271906584501,
0.010840237140655518,
-0.01821126788854599,
0.022738929837942123,
-0.01043211854994297,
-0.0007845641812309623,
0.019885631278157234,
-0.008267231285572052,
0.024344492703676224,
0.01628287322819233,
0.023052308708429337,
0.006133774761110544,
0.007684091106057167,
0.026205753907561302,
0.013378223404288292,
-0.008439529687166214,
-0.01546917948871851,
-0.007929066196084023,
-0.02136705070734024,
0.010553158819675446,
-0.014598187059164047,
0.011837155558168888,
-0.034438785165548325,
0.014398178085684776,
-0.013667644932866096,
-0.011509144678711891,
-0.0005495557561516762,
0.004524773918092251,
-0.024002427235245705,
0.01502964086830616,
0.016819659620523453,
-0.017147362232208252,
-0.0070280348882079124,
0.020086437463760376,
-0.0045035220682621,
0.00420637521892786,
0.021505821496248245,
0.012484719045460224,
-0.013726161792874336,
0.012730642221868038,
-0.0047472561709582806,
-0.0013209707103669643,
0.0026076212525367737,
0.022014271467924118,
-0.013133296743035316,
0.002749651437625289,
0.006301602348685265,
0.00332539901137352,
0.0006160791963338852,
0.0061293672770261765,
-0.0043604737147688866,
0.02687499299645424,
-0.03256233036518097,
-0.01874380186200142,
0.006162426434457302,
0.0023800027556717396,
-0.005150182172656059,
-0.006913923658430576,
-0.08225208520889282,
-0.011938927695155144,
-0.00025479053147137165,
0.004331483971327543,
0.005713399033993483,
0.009984182193875313,
-0.005320349242538214,
0.022533167153596878,
-0.022430885583162308,
0.0069394041784107685,
-0.02202500030398369,
-0.006347292102873325,
-0.013509112410247326,
0.009278098121285439,
-0.007844166830182076,
-0.013680495321750641,
0.00183512968942523,
0.017522312700748444,
0.0017263018526136875,
0.010325063019990921,
0.004283077083528042,
-0.02102033421397209,
0.016488119959831238,
-0.019114840775728226,
-0.008882012218236923,
0.00642704963684082,
-0.01969688944518566,
0.0009876461699604988,
0.02769286558032036,
0.011969106271862984,
-0.020436327904462814,
0.005667588673532009,
-0.025085393339395523,
0.0016177515499293804,
0.014385266229510307,
-0.005521043203771114,
-0.004162656143307686,
0.016357624903321266,
0.001431856770068407,
-0.0061774528585374355,
-0.005140780471265316,
0.008021277375519276,
-0.007153640501201153,
0.025523966178297997,
-0.0022509887348860502,
-0.009367814287543297,
0.02959686703979969,
-0.004969486966729164,
0.009302543476223946,
-0.006903620436787605,
-0.00009414518717676401,
0.0025585656985640526,
0.018248267471790314,
0.01710115745663643,
-0.012794621288776398,
-0.012348530814051628,
0.017921701073646545,
0.023183662444353104,
-0.020969673991203308,
-0.0234354380518198,
-0.014633169397711754,
-0.03226921334862709,
-0.025629688054323196,
0.028444381430745125,
0.002412111032754183,
-0.01425117440521717,
0.009729843586683273,
-0.024258602410554886,
0.005103795789182186,
0.003281532321125269,
0.008830569684505463,
0.014322778210043907,
0.010971100069582462,
-0.0003548616077750921,
-0.017296411097049713,
-0.01468974631279707,
-0.014182263985276222,
-0.009168463759124279,
0.014914736151695251,
0.024604670703411102,
-0.016178607940673828,
0.0002883736742660403,
0.018294062465429306,
0.02004868909716606,
-0.018882403150200844,
0.014218476600944996,
0.0019410655368119478,
0.01362003106623888,
0.008104045875370502,
-0.012626427225768566,
0.024201136082410812,
0.033913616091012955,
0.002712369430810213,
0.004027830436825752,
0.017509497702121735,
0.02147027663886547,
-0.008786149322986603,
-0.006128686014562845,
-0.014543992467224598,
0.009075693786144257,
0.010627532377839088,
0.005701262038201094,
-0.004595001693814993,
-0.008579280227422714,
-0.015734229236841202,
0.01048336736857891,
0.011745820753276348,
0.008803601376712322,
-0.016815073788166046,
-0.012534331530332565,
-0.015751773491501808,
-0.010244099423289299,
-0.006663666106760502,
0.003662122879177332,
0.011980258859694004,
0.003892121370881796,
-0.0046888114884495735,
0.012154425494372845,
0.07325524091720581,
-0.0005148230120539665,
-0.0076318164356052876,
-0.007701557595282793,
0.016495417803525925,
-0.018864039331674576,
0.009505333378911018,
0.001103332731872797,
0.031999483704566956,
-0.017237279564142227,
0.010106036439538002,
-0.007651594467461109,
0.037990689277648926,
-0.0035074397455900908,
-0.017686961218714714,
0.0014508559834212065,
-0.006539176683872938,
0.005939344875514507,
-0.012115470133721828,
-0.019962893798947334,
-0.0043553696013987064,
-0.033728234469890594,
0.021540150046348572,
0.01787612773478031,
-0.03540334105491638,
-0.00427626259624958,
0.0001402050256729126,
-0.01450246199965477,
-0.0062535605393350124,
0.0051106903702020645,
-0.002197462134063244,
0.008944110944867134,
-0.0031613330356776714,
0.013689237646758556,
0.006738875526934862,
-0.007633098401129246,
-0.014171646907925606,
-0.002187581267207861,
0.00023621786385774612,
0.0004066417459398508,
0.004362551495432854,
-0.015424976125359535,
0.018318358808755875,
0.012101899832487106,
-0.014917238615453243,
0.012487874366343021,
-0.01675933599472046,
-0.006442277692258358,
0.009716798551380634,
0.008191363885998726,
-0.017569266259670258,
0.00426434725522995,
0.012738160789012909,
0.017941001802682877,
-0.011434798128902912,
0.004574885591864586,
0.009977658279240131,
-0.009538412094116211,
0.011637646704912186,
0.020427372306585312,
-0.00785361509770155,
0.005827566608786583,
0.02556942030787468,
-0.01497708447277546,
-0.007928533479571342,
0.00468723988160491,
0.012980416417121887,
-0.014478894881904125,
0.00852613989263773,
0.012130938470363617,
0.006054065655916929,
0.000032739248126745224,
-0.005333916284143925,
0.005491948686540127,
0.008181894198060036,
0.015498851425945759,
-0.027934035286307335,
0.0018334456253796816,
0.007344639860093594,
-0.01533673144876957,
-0.008690954186022282,
0.00243037985637784,
0.005390943493694067,
-0.01942134089767933,
0.003082310315221548,
0.0042317332699894905,
-0.01216887217015028,
-0.07538139075040817,
-0.001937873661518097,
0.010175354778766632,
-0.004591814242303371,
0.012941006571054459,
0.008442365564405918,
-0.016879480332136154,
0.0003367078024893999,
-0.0016785231418907642,
0.001691291807219386,
-0.010897309519350529,
0.0091572729870677,
-0.005158621817827225,
0.0264793261885643,
0.012143649160861969,
0.013527695089578629,
0.0006904585752636194,
-0.001665143296122551,
-0.011440975591540337,
0.004228903912007809,
0.007446860428899527,
0.012942139059305191,
-0.009650001302361488,
-0.006792809348553419,
0.006289349868893623,
-0.0819452553987503,
0.0009044245816767216,
-0.0030098017305135727,
-0.006639931350946426,
-0.023286111652851105,
-0.0013186554424464703,
0.0029269480146467686,
-0.013516033068299294,
-0.023175617679953575,
-0.012814817950129509,
-0.031159494072198868,
0.010898412205278873,
-0.0013016771990805864,
0.006777206435799599,
0.0031693950295448303,
-0.0054259635508060455,
0.01177669595927,
-0.013937069103121758,
-0.017586756497621536,
0.02053743228316307,
0.009350651875138283,
0.013491174206137657,
-0.00886065885424614,
-0.0056091900914907455,
-0.012534228153526783,
-0.00691180769354105,
0.002594378311187029,
0.010694017633795738,
0.012070023454725742,
-0.01515498012304306,
0.010316530242562294,
-0.00037536874879151583,
-0.010327070951461792,
-0.010531770996749401,
-0.0142635777592659,
-0.02637198381125927,
-0.01965000294148922,
0.014320284128189087,
-0.01524721086025238,
-0.012454629875719547,
-0.006016113795340061,
0.02664024382829666,
0.007882983423769474,
0.004218964837491512,
-0.0038425882812589407,
-0.009216786362230778,
0.005994001403450966,
-0.007921986281871796,
0.013487761840224266,
-0.003876867238432169,
0.009673595428466797,
0.011265520006418228,
0.014758124947547913,
-0.013829018920660019,
-0.004851185251027346,
-0.0190640389919281,
-0.0023790718987584114,
0.0075421882793307304,
0.014665868133306503,
0.021429993212223053,
0.002742147771641612,
0.023314476013183594,
-0.01066499948501587,
0.07255123555660248,
-0.039909206330776215,
0.0072341240011155605,
-0.013203318230807781,
0.004655102267861366,
0.003324391320347786,
0.0012836337555199862,
0.026584923267364502,
0.01724914461374283,
-0.01124630682170391,
0.007543070241808891,
-0.006252091843634844,
0.021275712177157402,
0.01073276437819004,
0.003851494751870632,
-0.0006487728096544743,
-0.0022240071557462215,
-0.0017739272443577647,
0.011903822422027588,
0.005433997139334679,
0.011677679605782032,
-0.0034390026703476906,
-0.014665759168565273,
-0.008027715608477592,
-0.00197150488384068,
0.008797677233815193,
-0.005004825070500374,
0.01329825259745121,
-0.020399082452058792,
-0.04895801097154617,
0.013304034247994423,
0.01792255789041519,
0.007741075474768877,
0.013517769053578377,
0.01579032652080059,
0.019293533638119698,
-0.0023786919191479683,
-0.002871584380045533,
-0.015431245788931847,
-0.023130780085921288,
-0.006750874686986208,
-0.009288369677960873,
0.0011272778501734138,
-0.008649186231195927,
-0.007553788833320141,
0.003171066287904978,
0.02238333225250244,
-0.02675151824951172,
0.013401002623140812,
0.00782817043364048,
-0.007828949019312859,
-0.006084145046770573,
0.006478325463831425,
-0.014268762432038784,
0.0066429628059268,
0.022893108427524567,
0.024465305730700493,
0.007871373556554317,
-0.009533576667308807,
-0.01217806525528431,
-0.002084299921989441,
0.0003438352723605931,
0.02522425726056099,
0.0038157938979566097,
0.017285523936152458,
-0.003080031368881464,
-0.0052778832614421844,
-0.017717067152261734,
0.0025981953367590904,
0.013455749489367008,
0.015306849032640457,
0.04261505976319313,
0.0033350279554724693,
-0.0056379204615950584,
0.023977788165211678,
0.026907289400696754,
-0.017525389790534973,
-0.011914591304957867,
0.014602682553231716,
-0.0031677917577326298,
-0.01090275589376688,
-0.0018802224658429623,
0.0035768949892371893,
-0.004467044956982136,
-0.0015946975909173489,
0.03032122552394867,
-0.006934576667845249,
-0.010267430916428566,
-0.005232369527220726,
0.00583123043179512,
0.02622486837208271,
-0.00836627185344696,
0.0014729952672496438,
0.03185731917619705,
0.004766420461237431,
0.032900139689445496,
0.006337313912808895,
0.008193634450435638,
0.0057035814970731735,
0.01460341177880764,
-0.00032691325759515166,
-0.0046179043129086494,
-0.02103947289288044,
0.0148872509598732,
-0.006467463448643684,
0.004987139254808426,
-0.004896330181509256,
-0.026910312473773956,
0.006908387411385775,
0.012317171320319176,
0.0000275513157248497,
0.013034939765930176,
-0.004185711964964867,
0.025513267144560814,
0.012135598808526993,
0.018574174493551254,
-0.01151430606842041,
0.007784443907439709,
0.021325457841157913,
-0.007447090465575457,
0.011834508739411831,
-0.002759380266070366,
-0.003935681656002998,
0.01397309172898531,
-0.0034463880583643913,
-0.027011796832084656,
-0.01019330509006977,
0.01029856875538826,
-0.015334028750658035,
0.014858596958220005,
0.013364516198635101,
-0.022204089909791946,
0.01787509024143219,
0.011125357821583748,
0.01667063869535923,
0.011509673669934273,
-0.0010431647533550858,
-0.0029625478200614452,
-0.01673799939453602,
0.0003081313334405422,
-0.013634985312819481,
0.012120716273784637,
0.003182372311130166,
0.010061902925372124,
0.006638439372181892,
-0.004788444377481937,
0.01670588180422783,
0.017986923456192017,
0.016694476827979088,
0.030980287119746208,
-0.013677632436156273,
-0.006053797900676727,
0.0011943774297833443,
-0.00813892763108015,
0.0016255560331046581,
0.022008154541254044,
-0.0024666362442076206,
-0.020297734066843987,
0.01458887942135334,
0.005089817568659782,
-0.0035459590144455433,
-0.004904359579086304,
-0.015257814899086952,
0.00929548405110836,
0.024210125207901,
-0.015775278210639954,
-0.008134489879012108,
0.01123060379177332,
-0.011907480657100677,
-0.01191362552344799,
-0.005258461460471153,
-0.022453032433986664,
-0.03215421363711357,
0.011111334897577763,
-0.0041590663604438305,
-0.016104670241475105,
-0.012565350160002708,
-0.00508508225902915,
-0.006154503207653761,
0.006903050467371941,
0.02821236476302147,
-0.0005794928292743862,
0.0003941347822546959,
-0.006088482216000557,
-0.018968861550092697,
-0.010939979925751686,
-0.0061309076845645905,
-0.008845488540828228,
0.026331601664423943,
-0.0031691633630543947,
-0.0175632257014513,
-0.0033177712466567755,
-0.0113130584359169,
-0.028575267642736435,
-0.012280560098588467,
-0.010209384374320507,
-0.009477101266384125,
0.003319770097732544,
-0.0006054535042494535,
-0.003497957717627287,
-0.014101451262831688,
-0.007467053830623627
] | [
-0.09022050350904465,
-0.11086256802082062,
0.18625615537166595,
0.303874671459198,
-0.37546563148498535,
0.33685702085494995,
-0.2318180948495865,
-0.4670991003513336,
-0.07188040763139725,
-0.586726188659668,
-0.19829660654067993,
0.5316902995109558,
-0.220437154173851,
-0.15599380433559418,
-0.838403582572937,
0.20159024000167847,
0.42777132987976074,
-0.24940364062786102,
-0.31742164492607117,
-0.14491219818592072,
-0.23660418391227722,
-0.20965103805065155,
0.5285763144493103,
0.4384324252605438,
0.12159997969865799,
0.032354600727558136,
0.35775765776634216,
0.16127794981002808,
-0.022085772827267647,
0.09048335254192352,
-0.10085911303758621,
0.25116801261901855,
-0.0687360167503357,
-0.49981075525283813,
0.10126573592424393,
0.12272325903177261,
-0.5258708596229553,
0.05840756744146347,
0.09527383744716644,
-0.21137019991874695,
0.14739102125167847,
-0.032757051289081573,
-0.30091387033462524,
0.4900493025779724,
0.11599146574735641,
-0.11844298988580704,
-1.4755445718765259,
0.3849819302558899,
-0.27768272161483765,
-0.10310033708810806,
-0.48452064394950867,
-0.0007749982760287821,
0.2833322286605835,
0.43088117241859436,
0.2400161623954773,
0.16299580037593842,
0.06421267986297607,
-0.4432290196418762,
0.3146859109401703,
-0.08172369003295898,
-0.24022966623306274,
0.518081545829773,
-0.4417872428894043,
0.2919735312461853,
-0.09625417739152908,
0.18868239223957062,
0.045585762709379196,
-0.5846111178398132,
-0.5972716212272644,
-0.015614804811775684,
-0.03903588280081749,
-0.2057453691959381,
-0.17363713681697845,
0.36263877153396606,
-0.25491032004356384,
-0.5692694783210754,
0.2450842708349228,
-0.024797741323709488,
0.2174619883298874,
-0.021191978827118874,
0.006533871404826641,
0.6578266620635986,
0.5795955657958984,
0.3548767864704132,
0.6435980200767517,
0.3131243884563446,
-0.0993017926812172,
0.7660123705863953,
0.03266705572605133,
0.3049013316631317,
-0.07869988679885864,
-0.29622575640678406,
0.0052924491465091705,
0.4784413278102875,
0.2124834805727005,
0.059700857847929,
0.41584303975105286,
0.2574757933616638,
0.17445652186870575,
-0.02068309113383293,
-0.016538403928279877,
-0.05965377762913704,
0.3144417703151703,
-0.35787537693977356,
0.4162313640117645,
-0.6728601455688477,
-0.34134864807128906,
-0.2341427206993103,
-0.5897166132926941,
0.6140925288200378,
-0.6697229146957397,
0.05161048844456673,
0.1721745878458023,
-0.3396556079387665,
0.26703792810440063,
0.485469788312912,
-0.04100524261593819,
0.02148263528943062,
0.031075362116098404,
0.31676438450813293,
0.07964760810136795,
0.9658604860305786,
-0.11734417080879211,
0.4389709532260895,
0.0019602361135184765,
0.17697693407535553,
0.4935084283351898,
0.8321363925933838,
-0.4690167307853699,
-0.15240061283111572,
0.5339453220367432,
0.9784097671508789,
-0.028644757345318794,
-0.19626662135124207,
-0.1848473697900772,
0.015216787345707417,
0.6917917728424072,
0.2307588905096054,
0.21355897188186646,
0.1617099493741989,
-0.4988604485988617,
-0.7706759572029114,
0.2633908987045288,
-0.35227686166763306,
0.2958194315433502,
-0.19137214124202728,
0.6675694584846497,
-0.16097959876060486,
-0.7163149118423462,
-0.101595439016819,
-0.5972504019737244,
0.23345395922660828,
-0.9600021243095398,
-0.010541141964495182,
-0.19628094136714935,
0.2130853235721588,
0.2544459104537964,
0.052924465388059616,
-0.489673376083374,
0.04183885455131531,
-0.4340754747390747,
-0.039021119475364685,
-0.9523684978485107,
-0.4945734739303589,
-0.3544568419456482,
-0.5459733009338379,
0.7421472072601318,
0.22538729012012482,
0.41836312413215637,
0.3169637620449066,
0.0381271056830883,
-0.1876077800989151,
-0.0309528186917305,
-0.4495241940021515,
-0.2535625696182251,
-0.10374853014945984,
0.5920968651771545,
0.20323127508163452,
0.34149590134620667,
0.37677237391471863,
-0.8435208797454834,
0.21689476072788239,
0.40924137830734253,
-0.427188903093338,
0.6005998253822327,
0.09387268126010895,
0.5196916460990906,
-0.34114691615104675,
-0.35643690824508667,
-0.3230211138725281,
-0.11355242133140564,
-0.38960495591163635,
0.1836632639169693,
-0.42289450764656067,
1.335015058517456,
0.3160382807254791,
-0.41672903299331665,
1.3419342041015625,
-0.22494816780090332,
0.4194091856479645,
-0.054925765842199326,
0.5341797471046448,
0.06824059039354324,
-0.3620588779449463,
-0.5843971371650696,
-0.26387667655944824,
0.2708057463169098,
0.05320166051387787,
-0.397255539894104,
-0.2136285901069641,
0.6281843185424805,
-0.48863810300827026,
-0.04882234334945679,
-0.5763317346572876,
0.1742180436849594,
-0.138027161359787,
-0.026827607303857803,
0.3930044174194336,
-0.14492061734199524,
0.14973147213459015,
1.1198304891586304,
-0.06962590664625168,
0.40041011571884155,
0.6917128562927246,
0.21029794216156006,
0.8647211790084839,
0.6160522699356079,
0.2505386471748352,
0.49347466230392456,
-0.04659920185804367,
-0.17585574090480804,
-0.23648442327976227,
0.12154153734445572,
-0.4569699168205261,
-0.4241000711917877,
-0.07395698875188828,
0.22841939330101013,
-0.8851563930511475,
0.500399112701416,
0.09691997617483139,
-0.5062039494514465,
0.6968498229980469,
-0.313965767621994,
0.33968669176101685,
-0.1726164072751999,
-0.8572937250137329,
-0.17462746798992157,
0.13020344078540802,
-0.2862454950809479,
-0.005730293691158295,
-0.7149415016174316,
0.07733619213104248,
0.177494615316391,
-0.06460902839899063,
-0.14308840036392212,
0.005178603809326887,
-0.28583475947380066,
-0.35719192028045654,
-0.11554814130067825,
-0.04133875295519829,
-0.08155348896980286,
0.12348999083042145,
-0.10797764360904694,
-0.444738507270813,
-0.4109996557235718,
-0.5267165303230286,
-0.17901991307735443,
-0.22723105549812317,
0.5244500637054443,
0.6966274380683899,
0.3579476773738861,
0.22704648971557617,
-0.23787915706634521,
-0.22487084567546844,
-0.14758117496967316,
-0.5228221416473389,
0.20599032938480377,
0.1987789422273636,
-0.6467539668083191,
-0.5575244426727295,
0.2946486473083496,
0.7546584606170654,
0.7912850975990295,
-0.3548981249332428,
-0.4402453601360321,
0.1069389209151268,
-0.16534245014190674,
-0.47759273648262024,
-0.543225884437561,
-0.35956546664237976,
-0.1569911539554596,
0.49788379669189453,
-0.2958109974861145,
-0.2435930222272873,
0.5792680382728577,
0.811665415763855,
0.18203286826610565,
-0.020069194957613945,
0.460488498210907,
-0.27231070399284363,
-0.20043084025382996,
0.19321052730083466,
-0.39123257994651794,
-0.21196022629737854,
-0.2711617946624756,
-0.36967921257019043,
0.022383224219083786,
-0.09000734984874725,
-5.830777645111084,
-0.34472495317459106,
-0.6109930872917175,
0.19396516680717468,
0.11824379116296768,
0.0716085210442543,
0.6424916386604309,
0.15804411470890045,
0.17399825155735016,
-0.08507219702005386,
0.1605498045682907,
0.40305548906326294,
-0.14697159826755524,
0.10186495631933212,
0.14120011031627655,
0.26333633065223694,
0.4941065311431885,
-0.029798541218042374,
0.31170693039894104,
-0.23625802993774414,
0.3477499783039093,
-0.6314850449562073,
-0.31042608618736267,
0.1330922544002533,
0.23305563628673553,
-0.5653045177459717,
-0.7545908093452454,
-0.06945448368787766,
-0.4784632623195648,
-0.3582054078578949,
-0.22377076745033264,
-0.2589040994644165,
-0.9069283604621887,
-0.06548481434583664,
0.5512881278991699,
0.29988884925842285,
0.6246083378791809,
-0.03677903488278389,
0.6788800358772278,
-0.04414358362555504,
0.29950353503227234,
0.2892249524593353,
0.23817157745361328,
0.039766810834407806,
0.24174492061138153,
-0.13326922059059143,
-0.20830167829990387,
-0.09876029938459396,
0.005934199783951044,
0.44922980666160583,
0.14118222892284393,
-0.21074673533439636,
0.4372008442878723,
0.1356675624847412,
0.6043285131454468,
-0.34967362880706787,
0.6010300517082214,
0.24504077434539795,
-0.3920191824436188,
0.476175993680954,
-0.19590787589550018,
-0.4104858338832855,
-0.1988169550895691,
-1.1824346780776978,
-0.3150487542152405,
0.23695366084575653,
-0.4317062795162201,
-0.6774787902832031,
0.21912328898906708,
-0.0011308440007269382,
-0.24578122794628143,
0.5998067259788513,
0.011618532240390778,
-0.4525942802429199,
0.8817265629768372,
-0.26344624161720276,
0.4427376985549927,
-0.16098618507385254,
-0.18420323729515076,
0.13874854147434235,
-0.22592321038246155,
-0.6869149208068848,
-0.2156551331281662,
-0.21300865709781647,
-0.0470801442861557,
-0.08070793002843857,
0.22686372697353363,
-0.5794819593429565,
-0.347845196723938,
0.1748919039964676,
0.9323770403862,
-0.4431937038898468,
0.07521478086709976,
0.34985414147377014,
0.6151717305183411,
-0.12276583909988403,
0.27102378010749817,
0.49734070897102356,
0.18547381460666656,
0.052645403891801834,
0.02197086066007614,
-0.19836407899856567,
-0.0379321426153183,
-0.46754541993141174,
0.2860640585422516,
0.2612965404987335,
-0.5008906722068787,
0.17649301886558533,
0.7931785583496094,
-0.26786789298057556,
0.23988904058933258,
-0.01670539751648903,
-0.46917349100112915,
0.0038782835472375154,
0.20671036839485168,
0.08924426138401031,
-0.27193695306777954,
0.2585899531841278,
0.027459409087896347,
-0.10202552378177643,
0.09983240067958832,
0.1528962105512619,
-0.02386103756725788,
0.049317069351673126,
0.6078161001205444,
-0.3643173575401306,
-0.017687559127807617,
0.7608757615089417,
-0.10980340838432312,
-0.25147467851638794,
0.5546083450317383,
0.9041793942451477,
-0.33309876918792725,
0.35157454013824463,
-0.14948251843452454,
-0.2955782413482666,
-0.44786688685417175,
0.2693391442298889,
-0.035869300365448,
-0.21660871803760529,
0.2429942935705185,
0.12796567380428314,
0.03952755779027939,
-0.6793461441993713,
0.4065469801425934,
0.11725768446922302,
-0.40004342794418335,
0.059668269008398056,
-0.23096024990081787,
0.19576574862003326,
0.33740299940109253,
-0.5854054689407349,
-0.03399358317255974,
0.09836725890636444,
0.13584166765213013,
0.0007146776188164949,
0.1325915902853012,
0.3996363580226898,
0.06426063179969788,
-0.4735594689846039,
0.36343321204185486,
0.5424931049346924,
-0.7838447093963623,
-0.17897064983844757,
0.09454325586557388,
0.23162908852100372,
-0.377246618270874,
-0.5543739199638367,
-0.013477571308612823,
0.040449123829603195,
0.38660407066345215,
-0.34632357954978943,
-0.38923904299736023,
-0.8133896589279175,
0.24116671085357666,
-0.1584717482328415,
0.22275209426879883,
-0.2858651280403137,
-0.2600805163383484,
-0.2940720021724701,
0.017959121614694595,
-0.4375550448894501,
0.23263435065746307,
0.1924099326133728,
0.514631986618042,
-0.5329766273498535,
-0.024295248091220856,
-0.19952954351902008,
-0.08223003894090652,
-0.3560050427913666,
0.20883066952228546,
0.26492416858673096,
0.5334024429321289,
-0.28735581040382385,
0.07811876386404037,
0.15677854418754578,
0.7964258790016174,
0.7812945246696472,
-0.5697237849235535,
-0.49142372608184814,
-0.44075024127960205,
0.48242104053497314,
-0.8469811677932739,
0.44946470856666565,
0.6499689221382141,
-0.3591611087322235,
-0.09850865602493286,
-0.05950375273823738,
0.06997822225093842,
-0.37513628602027893,
-0.6167733073234558,
-0.15870565176010132,
0.3232523500919342,
-0.2445751279592514,
-0.4670800566673279,
-0.12870025634765625,
0.5539904236793518,
0.0030611215624958277,
-0.8006506562232971,
0.056496597826480865,
-0.0849214643239975,
-0.42601630091667175,
-0.698761522769928,
0.06908034533262253,
-0.44556137919425964,
-0.14875781536102295,
-0.15658698976039886,
-0.5801630020141602,
0.1551458090543747,
0.034446459263563156,
-0.466848760843277,
-0.1990901231765747,
0.15238100290298462,
-0.03044114261865616,
-0.13516372442245483,
-0.2402557134628296,
-0.4558180570602417,
0.25551044940948486,
-0.41713154315948486,
0.20234514772891998,
0.45908305048942566,
0.9927988648414612,
-0.29879918694496155,
-0.013808703050017357,
0.019359484314918518,
0.386492520570755,
-0.11674508452415466,
-0.5381854176521301,
-0.649387001991272,
0.011568642221391201,
0.5634412169456482,
-0.1300148218870163,
-0.33059990406036377,
0.19963273406028748,
0.17052339017391205,
0.3761533796787262,
-0.11698354780673981,
-0.7913211584091187,
-0.09630533307790756,
0.3159456253051758,
-0.300096333026886,
-0.5250296592712402,
-0.5129216909408569,
-0.3882463872432709,
-0.26641350984573364,
0.311840295791626,
-0.3117460608482361,
-1.230202078819275,
0.41225993633270264,
-0.5649052262306213,
-0.10993508249521255,
-0.000512220140080899,
0.5124630331993103,
0.11122376471757889,
0.13880906999111176,
-0.07423491775989532,
0.09922218322753906,
0.2831558585166931,
0.4019113779067993,
-0.02866268716752529,
0.28682664036750793,
0.21540434658527374,
0.2146032154560089,
-0.5012645721435547,
0.4570350646972656,
0.0844581201672554,
0.2803056240081787,
-0.46555885672569275,
-0.07550644874572754,
-0.0971563458442688,
-0.4148542582988739,
0.30628642439842224,
-0.35859978199005127,
0.14977090060710907,
-0.321485310792923,
0.011942329816520214,
0.5495278239250183,
0.050767600536346436,
-0.022476142272353172,
-0.12041454762220383,
-0.48804256319999695,
0.6080369353294373,
0.4413861632347107,
-0.6996369957923889,
0.18267089128494263,
0.05878294259309769,
0.16896873712539673,
-0.01790008880198002,
-0.18902337551116943,
0.0020782218780368567,
-0.07325316965579987,
-0.3587212562561035,
0.28862565755844116,
0.8624230027198792,
-0.4689299166202545,
-0.0030090247746556997,
0.19803465902805328,
-0.018961232155561447,
0.4922947287559509,
0.4845055341720581,
-0.2585507035255432,
0.3243878483772278,
0.24412944912910461,
-0.39070698618888855,
0.05893430858850479,
0.42485034465789795,
0.10281052440404892,
0.15325480699539185,
0.07310951501131058,
0.7355669140815735,
0.4635656774044037,
0.13192401826381683,
-0.12550437450408936,
0.34737396240234375,
0.6152877807617188,
-0.020541219040751457,
0.3683519661426544,
-0.1685231328010559,
-0.5134788751602173,
0.19680838286876678,
0.3821054995059967,
0.15481901168823242,
-0.3986242413520813,
0.5270900130271912,
-0.0037912989500910044,
0.24103598296642303,
0.5309959053993225,
0.35980138182640076,
-0.7354686856269836,
0.7206276059150696,
0.30826011300086975,
-0.47568947076797485,
0.1487104743719101,
0.2616070806980133,
-0.1654379665851593,
-0.6091481447219849,
0.9609448909759521,
-0.3082340359687805,
-0.30114805698394775,
0.5174159407615662,
0.17387540638446808,
0.32706502079963684,
0.2914063334465027,
-0.31972309947013855,
-0.31235644221305847,
-0.06005389243364334,
0.5289033055305481,
-0.12001793831586838,
0.16074737906455994,
-0.39203956723213196,
-0.38384953141212463,
0.6034451127052307,
-0.8172001838684082,
0.7738385796546936,
-0.029385259374976158,
-0.6435932517051697,
0.575006902217865,
0.09559106826782227,
-0.03598568215966225,
-0.04714110866189003,
0.40872523188591003,
0.051861945539712906,
0.20472241938114166,
-0.6578451991081238,
-0.19266264140605927,
0.14612117409706116,
-0.016075963154435158,
0.3611392080783844,
0.42024219036102295,
-0.36597585678100586,
-0.1670772284269333,
-0.590866208076477,
0.11067648977041245,
0.1892918050289154,
-0.23835133016109467,
0.008429350331425667,
-0.47243958711624146,
0.6790966987609863,
0.5085722804069519,
0.7198591232299805,
0.2909967303276062,
0.5570316314697266,
0.08405923843383789,
0.6081519722938538,
-0.414508581161499,
-0.07814426720142365,
-0.6193678379058838,
-0.06972499191761017,
-0.6657132506370544,
0.08934926241636276,
0.4067372679710388,
0.23092366755008698,
0.054425861686468124,
-0.053457677364349365,
-0.04763926938176155,
0.46383753418922424,
0.40026769042015076,
-0.5931244492530823,
0.3241267502307892,
-0.47164592146873474,
-0.3508918881416321,
-0.4694196879863739,
0.38216015696525574,
0.05188672989606857,
0.16425079107284546,
-0.45719099044799805,
0.6619753241539001,
-0.11599854379892349,
-0.5535228252410889,
0.16940359771251678,
-0.3048376142978668,
0.26455754041671753,
-0.3799118399620056,
0.4822656512260437,
-0.2767871022224426,
-0.10887980461120605,
-0.10623759031295776,
0.34778839349746704,
0.43449440598487854,
-0.7177990078926086,
0.009096899069845676,
-0.04712611436843872,
-0.7207657694816589,
0.4918992519378662,
-0.1776375025510788,
0.13562826812267303,
-0.6410856246948242,
-0.1270570158958435,
-0.46463021636009216,
0.33150386810302734,
-0.061349935829639435,
-0.46338164806365967,
0.018094945698976517,
-0.10749393701553345,
-0.08532524108886719,
-0.058418817818164825,
-0.11682204157114029,
-0.5971141457557678,
-0.3522169291973114,
0.045919548720121384
] |
Proximity-based mobile social networking (PMSN) refers to the social interaction among physically proximate mobile users. The first step toward effective PMSN is for mobile users to choose whom to interact with. Profile matching refers to two users comparing their personal profiles and is promising for user selection in PMSN. It, however, conflicts with users' growing privacy concerns about disclosing their personal profiles to complete strangers. This paper tackles this open challenge by designing novel fine-grained private matching protocols. Our protocols enable two users to perform profile matching without disclosing any information about their profiles beyond the comparison result. In contrast to existing coarse-grained private matching schemes for PMSN, our protocols allow finer differentiation between PMSN users and can support a wide range of matching metrics at different privacy levels. The performance of our protocols is thoroughly analyzed and evaluated via real smartphone experiments. | [
0.014060386456549168,
0.005433502607047558,
0.006712331436574459,
0.010910945013165474,
0.011086652055382729,
0.00005037989467382431,
0.009179532527923584,
-0.0034387230407446623,
-0.010982212610542774,
-0.02219456434249878,
-0.01364958193153143,
0.009203959256410599,
0.01323959231376648,
0.020740434527397156,
0.011396516114473343,
-0.02075737714767456,
-0.005433971993625164,
0.007423916831612587,
0.004583295434713364,
-0.006278544198721647,
-0.0022583683021366596,
0.012093622237443924,
0.007975983433425426,
0.019788481295108795,
0.012770425528287888,
0.023604020476341248,
0.01014914084225893,
-0.013224883005023003,
-0.008973282761871815,
0.0007243838626891375,
-0.007259190548211336,
-0.003633657703176141,
0.010378023609519005,
-0.004504703450948,
-0.0014837232884019613,
0.011212466284632683,
0.0020899754017591476,
0.01961924135684967,
-0.0002729876432567835,
-0.003837150987237692,
-0.009587021544575691,
-0.0020458304788917303,
0.0030556253623217344,
-0.027958866208791733,
-0.007720759138464928,
0.005539835896342993,
-0.002176187001168728,
0.014407037757337093,
-0.016570769250392914,
0.0063434685580432415,
-0.008175892755389214,
0.02428295463323593,
-0.004583677742630243,
0.018598590046167374,
-0.0049713850021362305,
-0.0013179631205275655,
0.01694965735077858,
-0.009959595277905464,
-0.0021470515057444572,
-0.009156604297459126,
0.019392812624573708,
0.0010349317453801632,
0.018665660172700882,
-0.012398673221468925,
0.004126603249460459,
-0.06733215600252151,
-0.0036136708222329617,
-0.011239408515393734,
0.00539961364120245,
0.02967926114797592,
0.007112234830856323,
0.011888084001839161,
-0.008466362953186035,
-0.004919840954244137,
0.0050902413204312325,
-0.019554678350687027,
-0.0031711491756141186,
-0.028544394299387932,
0.008150193840265274,
0.013661256060004234,
-0.005562217906117439,
0.005860730540007353,
-0.015281378291547298,
0.00032922043465077877,
0.015172621235251427,
-0.007812635973095894,
-0.014362640678882599,
-0.00627142284065485,
-0.013978192582726479,
0.031060997396707535,
0.021906377747654915,
-0.004994884133338928,
0.011528235860168934,
-0.023526251316070557,
0.0013454726431518793,
-0.028234824538230896,
-0.010131550952792168,
0.013371861539781094,
0.03458891063928604,
0.015052730217576027,
-0.010462438687682152,
-0.001353227999061346,
0.016995709389448166,
0.0063752974383533,
0.006117010489106178,
0.0077268402092158794,
-0.0142821054905653,
0.023550188168883324,
0.01990956813097,
0.008301793597638607,
-0.011168437078595161,
-0.0013634571805596352,
-0.027649708092212677,
-0.006799297872930765,
-0.027260921895503998,
0.027970530092716217,
0.020110277459025383,
0.0029046519193798304,
0.009775293990969658,
0.02325356937944889,
0.007900981232523918,
0.009659800678491592,
0.015367320738732815,
0.023090749979019165,
0.009320249781012535,
0.01762286387383938,
-0.00726992916315794,
0.010368148796260357,
0.007837126962840557,
0.007838952355086803,
-0.007906021550297737,
-0.003296335693448782,
0.003443425055593252,
0.014004155993461609,
-0.004634850658476353,
-0.011072678491473198,
-0.0052927397191524506,
-0.0041571976616978645,
-0.009436932392418385,
-0.023264043033123016,
-0.0094526968896389,
0.012351911514997482,
0.006013156846165657,
0.0150921531021595,
-0.008568189106881618,
-0.007755591534078121,
-0.009091591462492943,
0.009648273698985577,
-0.017046675086021423,
0.023559831082820892,
-0.001919197617098689,
-0.007153657265007496,
-0.023196788504719734,
-0.01905813440680504,
0.030792083591222763,
-0.006193694192916155,
-0.0010539399227127433,
-0.005705372430384159,
-0.00437081977725029,
-0.010826025158166885,
-0.005593297071754932,
0.010207213461399078,
0.013449430465698242,
0.008212009444832802,
0.021507669240236282,
-0.015498435124754906,
-0.01747814193367958,
-0.007028284482657909,
-0.0261869877576828,
0.0015106861246749759,
-0.01076340489089489,
0.02661949396133423,
0.02637583017349243,
-0.0007004300714470446,
0.011328645050525665,
0.006960467901080847,
0.003182086395099759,
0.006304130889475346,
-0.01546662300825119,
0.06708770990371704,
-0.00108894775621593,
-0.011394363828003407,
0.013951217755675316,
-0.018168747425079346,
-0.007860668934881687,
-0.012436063960194588,
0.007929588668048382,
-0.005799486767500639,
0.00008689519017934799,
0.007208705879747868,
-0.017876481637358665,
-0.018224403262138367,
-0.03877723589539528,
0.023784805089235306,
0.001956046326085925,
0.003401909489184618,
-0.0025255801156163216,
0.0025351799558848143,
0.014625492505729198,
-0.008628055453300476,
0.007688878104090691,
-0.002629994647577405,
0.024990323930978775,
0.02423783391714096,
0.03804861009120941,
0.02055632323026657,
0.007161387242376804,
-0.010033369064331055,
0.0018220513593405485,
0.008834104984998703,
0.010597738437354565,
-0.031892091035842896,
0.0066554853692650795,
-0.018235865980386734,
-0.015003537759184837,
0.005056640598922968,
0.003380370792001486,
0.01976708136498928,
0.02562379464507103,
-0.012473035603761673,
-0.008475745096802711,
0.02157779037952423,
0.006629082374274731,
-0.01720494031906128,
0.027060026302933693,
0.027142945677042007,
0.015728812664747238,
0.009044226258993149,
0.007402204908430576,
0.009615471586585045,
0.021288586780428886,
0.009209359996020794,
-0.0036900369450449944,
0.00523700937628746,
-0.0014458145014941692,
-0.008872642181813717,
0.00484243780374527,
-0.005896745249629021,
-0.0031453543342649937,
-0.011662369593977928,
0.006096740253269672,
0.0037383714225143194,
0.008483661338686943,
-0.03560483828186989,
-0.0034319625701755285,
0.007980156689882278,
0.005505853332579136,
0.000655085314065218,
-0.022044379264116287,
-0.003853374859318137,
0.004958586301654577,
0.024333173409104347,
0.012203575111925602,
0.0034584193490445614,
0.01596563309431076,
-0.0055885640904307365,
-0.01268322579562664,
0.003390021389350295,
0.02267606183886528,
-0.03146488964557648,
0.006273213308304548,
0.004029121715575457,
-0.012103392742574215,
-0.008726086467504501,
0.01190049946308136,
0.03220536932349205,
-0.025815114378929138,
0.003855238202959299,
-0.022074377164244652,
-0.006454097107052803,
0.0011539931874722242,
-0.009899869561195374,
-0.0023092031478881836,
-0.08139341324567795,
0.0024942720774561167,
-0.024840563535690308,
0.00234796991571784,
0.01273444015532732,
-0.004606957081705332,
-0.009489810094237328,
0.005089168902486563,
-0.013523245230317116,
-0.024509591981768608,
-0.014381246641278267,
0.00978656206279993,
-0.013020459562540054,
0.04697161912918091,
0.025760706514120102,
-0.004360678140074015,
0.009849528782069683,
0.028828267008066177,
0.024081150069832802,
-0.03923729062080383,
-0.004144189413636923,
-0.010671748779714108,
-0.030304037034511566,
0.012265980243682861,
-0.01907968521118164,
-0.011830700561404228,
0.024616247043013573,
-0.004833316896110773,
-0.016400126740336418,
0.002409732900559902,
-0.013513176701962948,
-0.005029318388551474,
-0.009205853566527367,
-0.013433551415801048,
-0.013984890654683113,
0.008298937231302261,
-0.0037147137336432934,
0.001020635012537241,
-0.0100555419921875,
0.030673589557409286,
-0.006461287382990122,
0.009557116776704788,
0.00008223665645346045,
-0.01465100608766079,
0.00715978629887104,
0.01138621848076582,
-0.005205682944506407,
0.00891759805381298,
0.007512066047638655,
-0.02747109718620777,
0.021611720323562622,
-0.0038519720546901226,
-0.010989226400852203,
0.0043190885335206985,
-0.008692177012562752,
0.0193827822804451,
0.019127115607261658,
0.03481665626168251,
-0.01324010081589222,
-0.006682350765913725,
-0.015014251694083214,
-0.02857278473675251,
-0.007145355921238661,
0.011613018810749054,
-0.02086706832051277,
-0.0162661075592041,
0.010135361924767494,
-0.022052064538002014,
0.00807225238531828,
-0.003174800891429186,
-0.015465415082871914,
-0.015983037650585175,
-0.0018741420935839415,
0.0032859493512660265,
0.03064703941345215,
-0.015001680701971054,
-0.006089034490287304,
-0.003348750527948141,
-0.0186022762209177,
-0.007492600008845329,
-0.02376333624124527,
0.006227052304893732,
0.002318890765309334,
-0.009776068851351738,
0.0013745573814958334,
0.004704954102635384,
0.00434650294482708,
0.0050475457683205605,
0.0026111784391105175,
-0.009096190333366394,
-0.03233082965016365,
-0.017855316400527954,
0.0032375925220549107,
0.005030310712754726,
-0.01135580986738205,
0.010847091674804688,
-0.002451122971251607,
0.007456429768353701,
0.00042774202302098274,
0.008577905595302582,
0.007902494631707668,
0.011893056333065033,
-0.016298048198223114,
-0.01836463250219822,
0.018657691776752472,
0.009963545016944408,
-0.00567967351526022,
-0.0005724432412534952,
-0.009675644338130951,
-0.007166094612330198,
-0.023376580327749252,
0.003184380941092968,
-0.00855045486241579,
0.030432483181357384,
0.010976400226354599,
-0.006590905599296093,
-0.019236749038100243,
0.01669640839099884,
0.07266828417778015,
0.004769030027091503,
0.0062246741726994514,
-0.006897574290633202,
0.024739447981119156,
-0.020052682608366013,
-0.0076052905060350895,
0.011812284588813782,
-0.0360800102353096,
0.00026134634390473366,
0.010727476328611374,
0.004625414963811636,
-0.008630746975541115,
-0.0018349247984588146,
-0.023077355697751045,
-0.014335001818835735,
-0.012742152437567711,
0.025104399770498276,
-0.002662339247763157,
0.022803854197263718,
0.03507222607731819,
0.009101863950490952,
-0.003025211626663804,
-0.006468069739639759,
-0.021608499810099602,
0.0092884236946702,
-0.011287339963018894,
-0.015840653330087662,
-0.006312912330031395,
-0.006741964723914862,
0.004350485745817423,
-0.018467118963599205,
-0.003683757735416293,
-0.01629668101668358,
0.020459704101085663,
-0.0010407832451164722,
0.010372515767812729,
-0.016777418553829193,
0.0016184652922675014,
0.004143225960433483,
-0.010044613853096962,
-0.010751621797680855,
0.014686533249914646,
0.02249864861369133,
0.0037595771718770266,
0.017137588933110237,
0.01283782348036766,
-0.007502605672925711,
-0.005020729266107082,
0.0003725497517734766,
-0.010128355585038662,
0.01524318940937519,
0.011869262903928757,
0.033520814031362534,
-0.01388084888458252,
0.01576395332813263,
0.022575421258807182,
-0.000174263259395957,
0.021400388330221176,
-0.01771826483309269,
-0.034246038645505905,
0.016581939533352852,
0.022754140198230743,
0.012055514380335808,
0.004518706351518631,
-0.009660964831709862,
-0.0004610090982168913,
0.002062396612018347,
-0.027735333889722824,
-0.00745348958298564,
-0.02913895808160305,
0.0037864299956709146,
0.004429243505001068,
-0.0093781016767025,
0.0016247583553195,
-0.030394285917282104,
-0.013309188187122345,
0.01994963549077511,
-0.01531132124364376,
0.0020400467328727245,
-0.001302031334489584,
0.017353655770421028,
-0.01286199688911438,
0.02656405419111252,
0.008221466094255447,
0.027564488351345062,
-0.02706381306052208,
-0.0750923901796341,
0.010360216721892357,
0.008323254063725471,
-0.010762980207800865,
0.0031211390160024166,
0.013818914070725441,
-0.002273794263601303,
-0.019304875284433365,
-0.000212745217140764,
-0.01305694691836834,
-0.006120496429502964,
0.002570108277723193,
0.01271530520170927,
-0.0015896974364295602,
0.006736968643963337,
0.009458526037633419,
-0.0028844689950346947,
0.0012301570968702435,
0.01426045410335064,
0.014612752944231033,
-0.02711743488907814,
0.03150583803653717,
-0.007742608431726694,
0.006632327102124691,
0.0034832980018109083,
-0.08142396807670593,
-0.016560465097427368,
0.018154311925172806,
-0.0033649494871497154,
-0.013557450845837593,
0.004127682186663151,
0.0019883504137396812,
-0.027196500450372696,
-0.04041775315999985,
-0.014527486637234688,
0.01699855923652649,
0.006385119631886482,
-0.014691860415041447,
0.008320050314068794,
-0.004341552034020424,
-0.0028077028691768646,
0.02805924043059349,
0.005131591577082872,
0.011274285614490509,
0.006617730483412743,
0.007521125953644514,
0.009536645375192165,
-0.008752059191465378,
-0.0049761561676859856,
-0.013851387426257133,
-0.00895968358963728,
0.006069410126656294,
0.009077660739421844,
-0.009820598177611828,
-0.011232464574277401,
0.008642841130495071,
0.006930355913937092,
0.005153965670615435,
-0.04245185852050781,
-0.01791858673095703,
-0.0002820351510308683,
-0.008441045880317688,
-0.002280069515109062,
-0.009656681679189205,
0.0037121521309018135,
-0.00826086476445198,
0.02835235744714737,
0.0011979455593973398,
0.013407399877905846,
-0.014449803158640862,
0.009578343480825424,
0.00312785804271698,
-0.003658798523247242,
0.000956185394898057,
0.0033399753738194704,
0.007771867327392101,
-0.007824231870472431,
0.02957465499639511,
-0.004706958308815956,
-0.007755439728498459,
0.023882705718278885,
-0.007021828088909388,
0.022821728140115738,
0.0009540942264720798,
0.01792544312775135,
-0.01681840606033802,
0.013881450518965721,
-0.009524963796138763,
0.07227946817874908,
-0.05685571953654289,
0.012516094371676445,
-0.006597254425287247,
0.0016104193637147546,
0.0019061394268646836,
-0.03305201604962349,
-0.018453111872076988,
0.005095861852169037,
-0.023270485922694206,
0.0009341408731415868,
-0.008758450858294964,
-0.012324105016887188,
0.006778815295547247,
-0.001795704709365964,
-0.01467939279973507,
-0.0016065246891230345,
-0.02216721512377262,
-0.012801220640540123,
0.0026400808710604906,
0.023651668801903725,
0.004515760578215122,
-0.04542035236954689,
0.015368764288723469,
0.011796722188591957,
-0.004427899140864611,
0.0010331734083592892,
-0.0011613999959081411,
-0.005349315702915192,
-0.006232270505279303,
-0.010611457750201225,
-0.00564438896253705,
0.0018936018459498882,
0.01223023422062397,
0.015036607161164284,
-0.03355039656162262,
0.003257809206843376,
-0.005875554867088795,
-0.017166700214147568,
-0.01960703358054161,
0.018787221983075142,
-0.012472955510020256,
-0.00010342756286263466,
-0.022860603407025337,
0.017552286386489868,
0.020435266196727753,
0.002012110548093915,
0.02954000048339367,
0.018162809312343597,
0.01940528303384781,
-0.00811348482966423,
-0.00012397323735058308,
-0.002751228166744113,
-0.00951819121837616,
-0.0002681529149413109,
-0.005117575637996197,
-0.012500924989581108,
0.003084115218371153,
0.018706824630498886,
-0.014987334609031677,
0.0071449605748057365,
-0.007841378450393677,
-0.017884928733110428,
0.0010633653728291392,
-0.00011910824105143547,
0.010126039385795593,
-0.0054708803072571754,
-0.012456675991415977,
0.040640316903591156,
0.01658548228442669,
-0.004086935892701149,
0.005555761978030205,
0.007052218075841665,
-0.026303378865122795,
-0.02024838514626026,
0.008238554000854492,
-0.007171246223151684,
-0.020662181079387665,
0.01567772962152958,
-0.004627655725926161,
-0.019511297345161438,
0.01536291278898716,
-0.014893977902829647,
0.001302819000557065,
-0.022630859166383743,
0.02349373698234558,
0.018809925764799118,
0.011114832945168018,
-0.015221956185996532,
0.010184346698224545,
-0.005217202939093113,
0.013489514589309692,
0.006796699948608875,
-0.01894362084567547,
0.010688012465834618,
0.03396112471818924,
-0.002033389639109373,
0.01250414177775383,
-0.028592590242624283,
0.02760545164346695,
0.018293112516403198,
-0.01701744645833969,
-0.016668304800987244,
0.008013490587472916,
-0.020797783508896828,
0.009116425178945065,
0.03314296156167984,
-0.01792174205183983,
0.006634430959820747,
0.0057802461087703705,
0.0024018357507884502,
0.004708300344645977,
0.002819689456373453,
0.02207208424806595,
-0.0026554097421467304,
-0.013623162172734737,
-0.003061419352889061,
0.006748692132532597,
-0.003846685169264674,
-0.007440009620040655,
0.023452572524547577,
-0.016512110829353333,
-0.03455042093992233,
0.0008403267711400986,
-0.009647933766245842,
-0.027509797364473343,
-0.003742597298696637,
0.013666810467839241,
-0.011305472813546658,
0.007484267000108957,
0.0030733945313841105,
-0.05144930258393288,
0.015788782387971878,
0.009576745331287384,
-0.025497138500213623,
0.006258251145482063,
0.01620326191186905,
-0.010508356615900993,
0.017257411032915115,
-0.04066258296370506,
0.018657315522432327,
-0.02430710569024086,
0.0057664355263113976,
-0.001167226699180901,
0.009093979373574257,
0.009904598817229271,
0.011425623670220375,
0.023235861212015152,
-0.001840237877331674,
-0.004563308320939541,
0.015444021672010422,
0.01474618911743164,
-0.023613344877958298,
-0.005679652560502291,
0.0002180428709834814,
0.00909418798983097,
-0.005367467645555735,
-0.008792690001428127,
-0.019138213247060776,
0.01598956808447838,
-0.012229803018271923,
0.008440694771707058,
0.019982051104307175,
0.003524285275489092,
0.003732165554538369,
0.006556148175150156,
-0.019102558493614197,
0.009799807332456112,
0.007091613486409187,
0.013917864300310612,
-0.008174503222107887,
-0.016262397170066833,
-0.0171109139919281,
-0.014568456448614597,
-0.004315790720283985,
-0.01402871310710907,
-0.018518339842557907,
0.019389886409044266,
0.011030901223421097,
0.005801419727504253,
0.009337514638900757,
-0.00530115095898509,
-0.006248979363590479,
-0.011568921618163586,
-0.020549017935991287,
-0.0032802666537463665,
-0.008469853550195694,
0.02177601121366024,
0.0021869484335184097,
-0.0024207881651818752,
-0.00205338466912508,
0.014920331537723541,
-0.022648829966783524,
0.009949843399226665,
0.008808738552033901,
0.0030111209489405155,
0.015869049355387688,
-0.020965903997421265,
0.0016609923914074898,
-0.008445840328931808,
-0.009773560799658298,
-0.008215473964810371
] | [
-0.06330030411481857,
-0.016507718712091446,
0.6083247065544128,
0.17020335793495178,
0.4146699607372284,
-0.13128870725631714,
-0.13239727914333344,
0.09073646366596222,
-0.07680129259824753,
-0.7671502232551575,
-0.1712704300880432,
0.5440970063209534,
-0.06968473643064499,
-0.10632073879241943,
-0.32066163420677185,
0.14516763389110565,
0.3279240131378174,
0.11534445732831955,
-0.4358785152435303,
-0.04533499851822853,
-0.5246421694755554,
-0.23808333277702332,
0.17302483320236206,
-0.22903193533420563,
0.25304704904556274,
0.6734942197799683,
0.3245198428630829,
0.511723518371582,
0.47890985012054443,
-0.3106885850429535,
0.45965737104415894,
0.21884162724018097,
-0.21472451090812683,
-0.0569724440574646,
0.02484477311372757,
-0.5150606036186218,
-0.3076733946800232,
-0.12778152525424957,
-0.24287688732147217,
-0.4536499083042145,
-0.49961286783218384,
-0.05372534319758415,
-0.212453231215477,
0.3731251657009125,
-0.11767218261957169,
-0.643215537071228,
-1.7286492586135864,
0.3358904719352722,
-0.4122838079929352,
0.020795190706849098,
-0.2693476974964142,
0.2978757917881012,
0.368804395198822,
0.4845409691333771,
0.03651964291930199,
0.08113396167755127,
0.10125288367271423,
-0.4299324154853821,
0.12451761215925217,
-0.4750072956085205,
-0.0494270958006382,
0.040833909064531326,
-0.040959589183330536,
-0.192722886800766,
-0.022089019417762756,
0.3602553606033325,
0.08664926886558533,
-0.30726873874664307,
-0.154497429728508,
0.18920566141605377,
0.09871551394462585,
-0.21371833980083466,
-0.07140795886516571,
0.6634706258773804,
-0.4240624010562897,
0.35572993755340576,
0.14559496939182281,
-0.0964963436126709,
0.3372291922569275,
0.3547632098197937,
-0.6482744216918945,
0.20872430503368378,
0.5645288825035095,
-0.16024194657802582,
0.8843287825584412,
-0.014014598913490772,
-0.08418048918247223,
0.8775169849395752,
-0.30994489789009094,
0.639779269695282,
0.5536227226257324,
-0.20073193311691284,
0.5105629563331604,
0.08269402384757996,
0.6538288593292236,
0.26811495423316956,
0.4995136857032776,
0.05482794716954231,
0.2821587026119232,
0.2996465861797333,
0.39811623096466064,
0.14416705071926117,
-0.2118658423423767,
-0.34741324186325073,
0.03261731192469597,
-0.3416121304035187,
-0.48719826340675354,
-0.6668686270713806,
-0.08290436118841171,
0.016757847741246223,
-0.7024430632591248,
0.4574453830718994,
0.12403411418199539,
0.38811448216438293,
-0.22783388197422028,
0.07155845314264297,
0.026114871725440025,
0.29961255192756653,
0.05733582377433777,
0.005422425456345081,
-0.07649987190961838,
1.0496591329574585,
0.036188747733831406,
0.01376988273113966,
0.22315669059753418,
0.4184941351413727,
0.40962374210357666,
0.22117890417575836,
-0.6262664198875427,
0.4079197347164154,
0.15180657804012299,
0.3314480483531952,
0.18916626274585724,
-0.021167701110243797,
0.029797328636050224,
-0.594792902469635,
0.3798828721046448,
0.09505389630794525,
0.29037895798683167,
0.25582632422447205,
-0.18220314383506775,
-0.4363963305950165,
-0.03977179899811745,
0.20617260038852692,
0.48341256380081177,
-0.20138226449489594,
0.21850290894508362,
-0.7001987099647522,
-0.43915972113609314,
-0.09026242792606354,
-0.33831077814102173,
0.19054974615573883,
-0.3735857307910919,
-0.3954150378704071,
-0.27910444140434265,
0.5137229561805725,
0.03132419288158417,
0.012617789208889008,
0.08227899670600891,
-0.27188840508461,
-0.19859641790390015,
0.06797914952039719,
-1.138560175895691,
0.0751112848520279,
0.31690046191215515,
-0.41632336378097534,
-0.023583602160215378,
0.4506194293498993,
0.5986543297767639,
0.6159384250640869,
0.2885781228542328,
-0.35767602920532227,
-0.4146713316440582,
-0.6678106188774109,
-0.0778287798166275,
0.47766560316085815,
0.03695034235715866,
0.03570123016834259,
0.013228418305516243,
0.1852918416261673,
-0.6720913052558899,
-0.07475625723600388,
0.21448661386966705,
-0.3461478650569916,
0.11079302430152893,
-0.17308267951011658,
0.0935131311416626,
-0.3318142592906952,
-0.6580731272697449,
-0.2104710340499878,
-0.7241470217704773,
-0.5069279074668884,
0.4752051830291748,
-1.0113872289657593,
1.4824248552322388,
-0.41809383034706116,
0.2544950544834137,
0.8890926241874695,
0.010161543264985085,
-0.40390369296073914,
0.009179458022117615,
-0.00001097799395211041,
0.2832249701023102,
0.24605727195739746,
-0.8917058706283569,
-0.10194869339466095,
-0.17426972091197968,
-0.04241146147251129,
-0.29402703046798706,
-0.02530456893146038,
0.09765555709600449,
-0.2637735903263092,
0.1103249117732048,
-0.5841322541236877,
-0.12801726162433624,
0.05550537258386612,
-0.20984041690826416,
0.7548506855964661,
-0.2882069945335388,
0.5323862433433533,
1.0100436210632324,
-0.6118534803390503,
0.504970133304596,
0.6660422086715698,
0.24111652374267578,
0.5364564061164856,
0.6933460235595703,
0.22506487369537354,
0.7086076736450195,
-0.513238251209259,
0.012477380223572254,
-0.033163271844387054,
0.3713850975036621,
-0.7897112369537354,
0.08535689115524292,
0.08272955566644669,
0.03178401663899422,
-1.2093242406845093,
-0.503746747970581,
-0.09037855267524719,
-0.5544936656951904,
0.29781052470207214,
-0.2944988012313843,
0.31439462304115295,
0.22485654056072235,
-0.10538030415773392,
-0.574209988117218,
-0.06852936744689941,
-0.12204882502555847,
0.08556138724088669,
-0.2030676156282425,
0.594891369342804,
0.19595928490161896,
-0.3816818594932556,
0.36540868878364563,
-0.052236925810575485,
-0.07199753820896149,
-0.02217414230108261,
-0.05964566767215729,
-0.32289326190948486,
0.13545505702495575,
0.04389785975217819,
0.11719010025262833,
0.5081289410591125,
-0.6352201700210571,
-0.5008701682090759,
-0.1470099687576294,
-0.2998320460319519,
0.3066493570804596,
0.8326135873794556,
0.48689112067222595,
-0.26920410990715027,
-0.2879827618598938,
0.11123696714639664,
-0.5630533695220947,
-0.6130972504615784,
0.22230544686317444,
0.34242185950279236,
-0.028679227456450462,
-0.5544061660766602,
-0.28577709197998047,
0.31766679883003235,
0.5494332909584045,
-0.4105752110481262,
-0.10669644922018051,
-0.8442147374153137,
-0.03439691290259361,
0.03166716545820236,
-0.5380116105079651,
-0.16322462260723114,
0.04178585857152939,
0.7163652181625366,
0.08873670548200607,
0.16259242594242096,
0.8697918057441711,
0.8127303719520569,
0.2034161239862442,
0.39763563871383667,
0.12147349119186401,
-0.17201480269432068,
-0.31734514236450195,
0.19704246520996094,
-0.26686984300613403,
-0.37300044298171997,
0.10800208151340485,
-0.5316036939620972,
-0.07981094717979431,
0.14081008732318878,
-5.784991264343262,
0.11421600729227066,
-0.40069782733917236,
-0.3642016351222992,
-0.33900168538093567,
0.005508261267095804,
1.1369924545288086,
-0.5022234916687012,
-0.18762920796871185,
0.7785093784332275,
-0.2700349986553192,
0.6080315709114075,
0.11500890552997589,
-0.051376089453697205,
0.25546470284461975,
0.13105861842632294,
-0.09778668731451035,
0.01693878322839737,
0.3632739186286926,
-0.2730567753314972,
-0.049548182636499405,
-0.021598635241389275,
0.271138995885849,
0.5503679513931274,
0.15884564816951752,
0.08374764770269394,
-0.3824434280395508,
-0.3603563606739044,
0.19556540250778198,
-0.13023324310779572,
0.30587783455848694,
-0.08850438892841339,
-0.03585768863558769,
0.046424370259046555,
0.33140063285827637,
0.016758516430854797,
0.6124197840690613,
0.22006282210350037,
0.04176081344485283,
-0.2022448629140854,
0.3372412621974945,
0.9277517795562744,
0.018219036981463432,
0.23179107904434204,
0.7944453954696655,
-0.4183574318885803,
0.079595647752285,
0.18682719767093658,
-0.4400857090950012,
0.7088645100593567,
-0.02217954769730568,
-0.1447995901107788,
0.018827218562364578,
-0.08053376525640488,
0.19730262458324432,
-0.20598383247852325,
0.10372663289308548,
-0.5353432297706604,
-0.8087689280509949,
0.40129899978637695,
-0.15615424513816833,
-0.25871747732162476,
-0.1340995877981186,
-0.9218521118164062,
-0.3181031048297882,
0.1530497968196869,
-1.2693402767181396,
-0.5629133582115173,
0.24300779402256012,
-0.05507469177246094,
-0.4484325051307678,
0.1904766857624054,
0.31320831179618835,
-0.5021178722381592,
0.5271602869033813,
-0.1345554143190384,
-0.0798647552728653,
0.10633007436990738,
0.25018414855003357,
0.2146664559841156,
0.07761871069669724,
0.004368505906313658,
-0.39985954761505127,
0.3978980779647827,
0.04780543968081474,
-0.37287721037864685,
-0.4741511046886444,
-0.15060749650001526,
0.16529519855976105,
-0.3009124994277954,
0.8315668702125549,
-0.3143470585346222,
0.2433161735534668,
0.37227100133895874,
0.6802574992179871,
0.5071149468421936,
-0.15994639694690704,
0.3892444968223572,
0.3877526819705963,
-0.48837804794311523,
0.5712158679962158,
0.09340772032737732,
-0.40567296743392944,
-0.5452988743782043,
0.2263580560684204,
-0.024277282878756523,
-0.24672146141529083,
0.016694877296686172,
0.6726034283638,
-0.48869261145591736,
-0.06768909096717834,
0.2042151689529419,
-0.9447766542434692,
-0.17073991894721985,
-0.008502709679305553,
-0.30154621601104736,
-0.5818734765052795,
0.053403254598379135,
0.46400895714759827,
-0.055730562657117844,
-0.21868395805358887,
0.4265593886375427,
0.21143916249275208,
0.09791852533817291,
-0.24470090866088867,
-0.6551798582077026,
-0.26917654275894165,
0.3714250326156616,
-0.42347967624664307,
0.013775380328297615,
0.3694499433040619,
0.6768679618835449,
-0.11249399185180664,
-0.04217929765582085,
0.23352962732315063,
-0.4141940176486969,
-0.19722558557987213,
-0.17936304211616516,
0.2329241931438446,
-0.33048996329307556,
0.2564498484134674,
-0.273196280002594,
0.00885197427123785,
0.24821913242340088,
0.5976739525794983,
-0.20183293521404266,
-0.4245258867740631,
-0.0487498864531517,
-0.3068099319934845,
-0.04332403466105461,
-0.6495382189750671,
-0.4964134693145752,
0.16108916699886322,
-0.04821634665131569,
0.020595207810401917,
0.29302075505256653,
0.4220404326915741,
0.39253365993499756,
-0.0679313912987709,
-0.1728721559047699,
-0.08724763989448547,
-0.12098652124404907,
-0.5017055869102478,
0.09990208595991135,
0.09571131318807602,
0.2221589982509613,
-1.280157208442688,
-0.09770909696817398,
-0.315266489982605,
0.29291659593582153,
0.08263350278139114,
-0.40143021941185,
-0.5209468603134155,
-0.7098888754844666,
-0.34975481033325195,
0.188384011387825,
0.07184673845767975,
0.6443985104560852,
-0.31680846214294434,
-0.1644197702407837,
-0.26708465814590454,
-0.5560322999954224,
-0.22474181652069092,
0.08450805395841599,
1.0050346851348877,
0.20661398768424988,
0.13926124572753906,
-0.09470150619745255,
-0.1004181057214737,
-0.3337125778198242,
0.4579642713069916,
0.1071605309844017,
0.38208311796188354,
-0.2856708765029907,
0.2783496081829071,
-0.6339237689971924,
0.24181810021400452,
-0.04819418117403984,
-0.343624085187912,
-0.7638569474220276,
-0.24068529903888702,
0.4959495961666107,
-0.8498202562332153,
0.36740386486053467,
0.01628238707780838,
-0.3496384024620056,
0.20942893624305725,
-0.2922433912754059,
-0.7110379338264465,
-0.07079951465129852,
-0.7601609826087952,
-0.3806644082069397,
0.20681212842464447,
0.12624956667423248,
-0.6035951375961304,
0.1803557276725769,
0.05305681377649307,
-0.08990704268217087,
-0.307246595621109,
0.17768466472625732,
0.32973283529281616,
-0.10909740626811981,
-0.5481961369514465,
-0.16552215814590454,
-0.2663446366786957,
0.18065543472766876,
0.45916715264320374,
-0.20822130143642426,
-0.2229222059249878,
0.03556744009256363,
-0.5056918263435364,
-0.062721848487854,
0.6218122243881226,
-0.08749885857105255,
-0.6462708711624146,
-0.26650264859199524,
-0.13335280120372772,
0.23414504528045654,
0.2564263343811035,
0.46387937664985657,
0.14012561738491058,
0.5299612879753113,
-0.18845605850219727,
-0.24991722404956818,
-0.45684194564819336,
0.4359215199947357,
0.4128590524196625,
-0.47061824798583984,
-1.078748106956482,
-0.19138123095035553,
0.38210636377334595,
-0.37971800565719604,
-0.48242345452308655,
0.22116568684577942,
0.020162299275398254,
0.22890621423721313,
-0.761629581451416,
-0.3600539267063141,
-0.17644716799259186,
-0.18426448106765747,
-0.19650620222091675,
-0.11793743818998337,
-0.2275410294532776,
-0.15118038654327393,
0.527427613735199,
0.1691851168870926,
0.3413287401199341,
-0.5510888695716858,
0.0822058767080307,
-0.43957462906837463,
0.1755259931087494,
-0.30418843030929565,
0.814355194568634,
0.3430395722389221,
0.23960715532302856,
0.07690460234880447,
-0.08294844627380371,
0.17622710764408112,
-0.15999503433704376,
-0.16202092170715332,
-0.032264892011880875,
-0.4799457788467407,
-0.2665843367576599,
-0.258022278547287,
0.5103831887245178,
-0.41501614451408386,
0.4826202094554901,
-0.5482195019721985,
-0.06199490278959274,
-0.17216520011425018,
-0.19706179201602936,
0.26759588718414307,
-0.507992148399353,
0.3907344937324524,
0.07453527301549911,
-0.1030319407582283,
0.4109264016151428,
-0.012700596824288368,
-0.13964016735553741,
0.4706427752971649,
-0.13600948452949524,
0.7619959712028503,
0.4446999430656433,
-1.2119535207748413,
0.5743826031684875,
0.323993057012558,
0.34682929515838623,
-0.5681613087654114,
0.3714253902435303,
-0.23303508758544922,
-0.22426947951316833,
0.09099038690328598,
0.27197855710983276,
0.61692214012146,
-0.41194045543670654,
-0.23858030140399933,
0.06793003529310226,
-0.22154226899147034,
0.6838861107826233,
0.39049598574638367,
-0.034655846655368805,
0.596855878829956,
0.8709969520568848,
-0.16683755815029144,
0.24545744061470032,
0.5009127855300903,
0.09253400564193726,
0.44294634461402893,
0.13923099637031555,
0.7186097502708435,
0.7173674702644348,
0.5540318489074707,
0.03718005493283272,
0.2318916767835617,
0.5438240170478821,
0.2199157327413559,
0.08311377465724945,
-0.06417090445756912,
-0.7118193507194519,
0.4976004958152771,
0.17089198529720306,
0.4442889392375946,
-0.3459074795246124,
0.0771310031414032,
-0.07609771937131882,
0.47534826397895813,
0.5092403888702393,
1.0498745441436768,
-0.036354996263980865,
0.3049621284008026,
0.3759148418903351,
-0.1262693703174591,
-0.4018217921257019,
-0.18006926774978638,
-0.6920773386955261,
0.010047726333141327,
0.14981350302696228,
-0.5224868655204773,
-0.3274347186088562,
0.477826863527298,
0.11584434658288956,
0.4721701443195343,
0.2049654871225357,
0.1366003453731537,
-0.19485905766487122,
0.06794209033250809,
0.7031968235969543,
-0.19110733270645142,
0.7576349973678589,
0.21787334978580475,
-0.11799975484609604,
0.5862569808959961,
-0.522658109664917,
0.3394690752029419,
-0.17134611308574677,
-0.3504333198070526,
0.01949213817715645,
0.3195362091064453,
-0.2832930386066437,
-0.008976534008979797,
0.016953932121396065,
0.19758889079093933,
0.04170528054237366,
-0.18119363486766815,
0.11282651871442795,
-0.050064217299222946,
-0.2554810345172882,
0.46819981932640076,
-0.1462380290031433,
-0.2613951563835144,
0.035719092935323715,
-0.6110571622848511,
0.23000340163707733,
-0.012082704342901707,
-0.20520764589309692,
0.22598373889923096,
-0.0011230588424950838,
0.40949830412864685,
0.5591724514961243,
0.06591483950614929,
-0.2640129029750824,
0.06099819019436836,
0.26576468348503113,
0.05111663043498993,
-0.3103775978088379,
0.868796169757843,
-0.6377769708633423,
-0.42945387959480286,
-0.5477700233459473,
-0.04605705663561821,
0.8531553149223328,
0.5021240711212158,
-0.09317398071289062,
-0.22708752751350403,
-0.02881765179336071,
0.8109657764434814,
-0.05981073155999184,
-0.2801734507083893,
-0.06457169353961945,
-0.2620067000389099,
0.009318973869085312,
-0.2801686227321625,
0.5746744871139526,
-0.11660736054182053,
0.2568880319595337,
-0.02729102037847042,
0.5036290287971497,
0.056421909481287,
-0.1817578673362732,
0.466814786195755,
0.02249169908463955,
-0.015634575858712196,
-0.38311389088630676,
0.263571172952652,
-0.6115326881408691,
0.20690925419330597,
-0.21126946806907654,
-0.08477684110403061,
0.3210972845554352,
-0.313395231962204,
0.01705271564424038,
-0.007381157483905554,
-0.2104252129793167,
0.20885328948497772,
-0.10021635890007019,
0.47546467185020447,
-0.26198121905326843,
-0.5105094909667969,
-1.3559378385543823,
-0.30814841389656067,
0.09723945707082748,
-0.8615428805351257,
0.04047173261642456,
-0.494444876909256,
-0.19959071278572083,
0.25510889291763306,
0.03149795159697533,
-0.9530882239341736,
-0.37778574228286743,
0.10469965636730194
] |
Email spam or junk e-mail (unwanted e-mail “usually of a commercial nature sent out in bulk”) is one of the major problems of the today's Internet, bringing financial damage to companies and annoying individual users. Among the approaches developed to stop spam, filtering is an important and popular one. Common uses for mail filters include organizing incoming email and removal of spam and computer viruses. A less common use is to inspect outgoing email at some companies to ensure that employees comply with appropriate laws. Users might also employ a mail filter to prioritize messages, and to sort them into folders based on subject matter or other criteria. Mail filters can be installed by the user, either as separate programs, or as part of their email program (email client). In email programs, users can make personal, "manual" filters that then automatically filter mail according to the chosen criteria. In this paper, we present a survey of the performance of five commonly used machine learning methods in spam filtering. Most email programs now also have an automatic spam filtering function. | [
-0.00016754120588302612,
0.004957690369337797,
-0.0031991377472877502,
0.0063750301487743855,
0.003251071088016033,
-0.011698977090418339,
0.008420148864388466,
0.0033886763267219067,
-0.011587037704885006,
-0.0021838797256350517,
-0.01631280407309532,
0.019570644944906235,
-0.00838041678071022,
0.017130171880126,
-0.004711388610303402,
-0.016725750640034676,
0.005623329430818558,
-0.003392393235117197,
0.006358195096254349,
-0.009583942592144012,
0.016461947932839394,
0.010440675541758537,
0.008176624774932861,
-0.003678659675642848,
0.020708059892058372,
0.006569927558302879,
0.002004899550229311,
-0.020831909030675888,
0.004846526309847832,
0.023219289258122444,
-0.012023387476801872,
-0.027284692972898483,
-0.00044395565055310726,
0.015867142006754875,
0.008146814070641994,
0.005951276049017906,
-0.0032859002240002155,
0.021495331078767776,
-0.0065842969343066216,
-0.000850394309964031,
0.005703344475477934,
-0.004426437430083752,
-0.0014456238131970167,
0.01573711261153221,
-0.00931967981159687,
0.02089495211839676,
-0.002927974332123995,
-0.011543218977749348,
-0.0026186127215623856,
0.003372916951775551,
-0.012632438912987709,
0.019386794418096542,
0.010182835161685944,
-0.0006310297176241875,
-0.006208301056176424,
-0.013901319354772568,
0.017798859626054764,
0.03792465478181839,
-0.012829199433326721,
-0.040858324617147446,
0.013245292007923126,
-0.014627407304942608,
0.027625054121017456,
0.01297171600162983,
-0.019939273595809937,
-0.06746595352888107,
-0.0008078711107373238,
-0.012022443115711212,
0.015760062262415886,
0.016638929024338722,
0.040951553732156754,
-0.0010385194327682257,
-0.03482705354690552,
-0.03316540643572807,
-0.013379532843828201,
-0.007068931125104427,
0.015659000724554062,
0.016507863998413086,
0.03057795763015747,
0.0003823756705969572,
-0.019629329442977905,
-0.006364225409924984,
-0.012337258085608482,
0.036037471145391464,
0.0005733377765864134,
-0.0028805590700358152,
-0.002574510872364044,
-0.003929575439542532,
-0.015248557552695274,
0.002393200062215328,
-0.01975747011601925,
-0.012129172682762146,
-0.013289051130414009,
-0.009825702756643295,
0.013618998229503632,
-0.038848876953125,
-0.040095582604408264,
0.0062118470668792725,
-0.004131500143557787,
-0.003447443712502718,
0.002762948162853718,
-0.01263488456606865,
0.010285629890859127,
-0.02600695565342903,
-0.005487103946506977,
0.007175273261964321,
-0.006082374602556229,
0.03411615639925003,
-0.008553562685847282,
0.008821558207273483,
0.011575897224247456,
-0.0214974544942379,
-0.004924003966152668,
-0.03824346512556076,
-0.03205079585313797,
0.02569257840514183,
0.017375342547893524,
-0.009695787914097309,
0.007298103533685207,
0.007211994379758835,
-0.0004133172333240509,
-0.004526947159320116,
0.02509409934282303,
0.030486060306429863,
0.0053252605721354485,
0.02291306108236313,
0.0027026734314858913,
0.012148231267929077,
-0.004273316822946072,
-0.010092714801430702,
-0.01018273551017046,
-0.0076681142672896385,
0.0077809481881558895,
0.00517834909260273,
0.015943298116326332,
-0.008727991953492165,
0.01640855148434639,
-0.013315193355083466,
-0.004894403275102377,
-0.0011860330123454332,
-0.011815191246569157,
0.011092147789895535,
0.007496743928641081,
0.021142182871699333,
0.003936372697353363,
-0.006141317076981068,
0.006768259685486555,
0.01768288016319275,
-0.009106786921620369,
0.009888017550110817,
0.017212487757205963,
0.011716295033693314,
0.01607646606862545,
-0.009638378396630287,
-0.009876304306089878,
-0.006308332551270723,
-0.014798836782574654,
0.02307347021996975,
-0.012609451077878475,
0.007948795333504677,
-0.005640899296849966,
-0.01595297083258629,
0.0059280237182974815,
0.008195383474230766,
0.005843794904649258,
0.006757273804396391,
0.012641672044992447,
-0.019291210919618607,
0.015513758175075054,
-0.000264299800619483,
-0.010803533717989922,
-0.010328044183552265,
-0.035822637379169464,
0.004367462825030088,
0.026218902319669724,
0.0007467120885848999,
0.021034497767686844,
0.00619090348482132,
-0.010472992435097694,
0.06737958639860153,
-0.02481132745742798,
-0.0007977660279721022,
-0.014124304056167603,
0.0023198809940367937,
-0.011779993772506714,
-0.016122864559292793,
-0.0010969346622005105,
-0.0032355112489312887,
0.026934359222650528,
0.012986916117370129,
-0.0095001719892025,
-0.013087953440845013,
0.00417988421395421,
-0.019854800775647163,
0.003935245797038078,
0.004084452986717224,
0.010718818753957748,
0.0060976603999733925,
0.011004903353750706,
0.0019332566298544407,
0.02036694996058941,
0.00442422553896904,
0.011037546209990978,
0.006344515364617109,
0.009799149818718433,
-0.003912895917892456,
-0.014225232414901257,
-0.01627151109278202,
0.004535915330052376,
0.03354135528206825,
0.009535512886941433,
0.03481031954288483,
-0.0017319447360932827,
-0.007441727444529533,
0.02834533527493477,
0.020298896357417107,
-0.018624169752001762,
-0.011365591548383236,
0.003976159729063511,
-0.01791144162416458,
0.0006698453798890114,
0.014994313940405846,
-0.024647440761327744,
-0.016070542857050896,
0.017044110223650932,
0.026994917541742325,
0.0164811909198761,
0.006786616984754801,
0.008324246853590012,
-0.0032557561062276363,
0.008031237870454788,
-0.017717469483613968,
0.0002649111265782267,
0.010976830497384071,
0.03560687229037285,
-0.029947631061077118,
0.0034039083402603865,
-0.018265526741743088,
0.007648003287613392,
-0.01829340122640133,
-0.004264157265424728,
0.016217928379774094,
-0.019938074052333832,
-0.014872400090098381,
-0.009507011622190475,
-0.0021032332442700863,
0.038177553564310074,
-0.009145744144916534,
-0.01583430916070938,
0.010417228564620018,
-0.00026287330547347665,
-0.004020052030682564,
0.034177616238594055,
0.018764421343803406,
0.009545262902975082,
0.012267788872122765,
0.009822194464504719,
-0.0024017863906919956,
0.02544265054166317,
-0.009867050684988499,
0.0008167712949216366,
0.007655029185116291,
-0.0029748398810625076,
0.032572947442531586,
0.018472492694854736,
-0.014564351178705692,
0.012869639322161674,
0.008617418818175793,
-0.00592454569414258,
0.006883186288177967,
0.0014529856853187084,
-0.0020402036607265472,
-0.00021984742488712072,
-0.08239811658859253,
-0.013720034621655941,
0.03997032344341278,
-0.029670080170035362,
0.016073962673544884,
0.009044520556926727,
-0.017693184316158295,
0.019251059740781784,
-0.019822221249341965,
0.0015313540352508426,
-0.00901719555258751,
0.00882471539080143,
-0.008106272667646408,
-0.005537265446037054,
0.009477445855736732,
-0.014214233495295048,
0.008497921749949455,
0.005634289234876633,
0.007743818685412407,
-0.006721493322402239,
0.000637497054412961,
0.001149226794950664,
-0.002412414411082864,
-0.022202054038643837,
0.014196784235537052,
0.03588121384382248,
-0.0030535890255123377,
-0.013739603571593761,
0.00799873098731041,
0.0017361771315336227,
0.005701789632439613,
-0.004369145259261131,
0.020067498087882996,
-0.005858586169779301,
0.001975851133465767,
-0.006743500009179115,
-0.018094874918460846,
-0.014639897271990776,
0.008868416771292686,
0.0034025819040834904,
0.010831440798938274,
0.01706913486123085,
-0.005901324562728405,
0.0019094800809398293,
0.01054280623793602,
0.009330762550234795,
0.02665599249303341,
0.0070297569036483765,
0.0017756565939635038,
-0.02528066188097,
0.043905243277549744,
-0.014969082549214363,
-0.012390827760100365,
0.010896067135035992,
0.0027764588594436646,
-0.0003199758939445019,
0.013985676690936089,
0.0166265070438385,
-0.017461810261011124,
-0.0033055543899536133,
-0.008959900587797165,
0.012762620113790035,
-0.02077733352780342,
0.001529386849142611,
-0.012119719758629799,
0.0007879980839788914,
0.012561474926769733,
0.04583394154906273,
-0.0010766382329165936,
-0.0033487514592707157,
0.006379653699696064,
0.0331525094807148,
0.014057699590921402,
0.009215699508786201,
0.01313108578324318,
-0.013705084100365639,
-0.015089480206370354,
0.0029559365939348936,
0.02038487233221531,
0.03616347163915634,
-0.0007210930343717337,
0.013579526916146278,
-0.038093045353889465,
0.001620396738871932,
-0.0014111986383795738,
-0.01864471286535263,
0.0064259790815413,
-0.00981462188065052,
-0.0003417677362449467,
-0.010892575606703758,
0.016251377761363983,
-0.0025115455500781536,
-0.03154376894235611,
0.00655644154176116,
-0.004858810920268297,
-0.008292067795991898,
-0.000498148612678051,
0.008275791071355343,
-0.002563917078077793,
0.008741169236600399,
-0.005820532329380512,
0.003008466213941574,
-0.029487404972314835,
-0.01469174213707447,
-0.01588418520987034,
0.00747091555967927,
-0.0072349910624325275,
-0.023414822295308113,
0.025120917707681656,
-0.01782139763236046,
0.01902826502919197,
0.029545461758971214,
-0.010115363635122776,
0.011747060343623161,
0.003878348972648382,
-0.03048078529536724,
-0.001620183582417667,
-0.015326232649385929,
0.07221179455518723,
-0.010361536405980587,
0.014302501454949379,
-0.013998141512274742,
0.027010560035705566,
-0.003160281339660287,
-0.012083698064088821,
-0.0024719219654798508,
0.018963675945997238,
0.013262920081615448,
0.01272391527891159,
-0.0032877242192626,
0.012255413457751274,
-0.031354278326034546,
-0.0034108131658285856,
0.0046156784519553185,
0.01382507011294365,
-0.030839093029499054,
-0.001652214676141739,
-0.019580673426389694,
0.033163003623485565,
0.00384643767029047,
0.0017477218061685562,
0.012587866745889187,
0.01062430627644062,
0.026626545935869217,
-0.027526330202817917,
-0.011635156348347664,
0.0041784909553825855,
0.001870761509053409,
0.007357119116932154,
-0.017522066831588745,
0.00146005442366004,
0.017573658376932144,
-0.01369483396410942,
0.009230390191078186,
0.007428660523146391,
-0.048517026007175446,
-0.019251782447099686,
-0.007766673341393471,
0.015691403299570084,
-0.01762368716299534,
-0.0033657927997410297,
0.016950732097029686,
-0.013345279730856419,
0.028600215911865234,
-0.030820319429039955,
-0.0074724480509757996,
0.007806284353137016,
0.0027894540689885616,
-0.002377426251769066,
0.012645812705159187,
0.0033634514547884464,
0.018943607807159424,
0.02902601659297943,
0.0032499278895556927,
0.004616224206984043,
-0.003716125153005123,
0.004803374409675598,
0.020715929567813873,
-0.01678861677646637,
-0.030187049880623817,
-0.008679219521582127,
0.00012972881086170673,
-0.006986601743847132,
0.00381265627220273,
-0.019552068784832954,
-0.02567393146455288,
0.014847132377326488,
-0.012582510709762573,
0.0034183242823928595,
-0.0023418262135237455,
0.010360456071794033,
-0.004698458593338728,
-0.003094070591032505,
-0.0004581962712109089,
-0.019612126052379608,
-0.025120845064520836,
-0.02680068463087082,
-0.009164874441921711,
0.011194554157555103,
-0.008224147371947765,
-0.0009018201380968094,
0.02043372020125389,
0.00921242032200098,
0.010915307328104973,
-0.004071446135640144,
-0.07488939166069031,
-0.024582527577877045,
0.010128680616617203,
-0.004397626966238022,
-0.010245440527796745,
0.00995827279984951,
0.0005106502212584019,
-0.013429130427539349,
-0.0004528909921646118,
-0.012334417551755905,
0.00833833310753107,
-0.002820062916725874,
-0.020752504467964172,
-0.002622329629957676,
0.009737085551023483,
-0.00740787060931325,
-0.01399079617112875,
0.008515728637576103,
0.020703725516796112,
0.011208228766918182,
0.012609639205038548,
-0.009733638726174831,
-0.011820344254374504,
0.002288817660883069,
-0.014317153953015804,
-0.08144460618495941,
-0.002590721007436514,
0.0065299770794808865,
-0.0332585871219635,
0.0010741978185251355,
-0.0036781425587832928,
-0.0027848421595990658,
-0.018321625888347626,
0.016701098531484604,
-0.014953268691897392,
-0.031402550637722015,
0.033927254378795624,
0.00783773884177208,
0.012576431035995483,
-0.03921562060713768,
-0.001629010890610516,
0.011103346012532711,
-0.004326471593230963,
-0.008659755811095238,
-0.0013888722751289606,
-0.013305995613336563,
0.0009981304174289107,
-0.00599261000752449,
-0.011789368465542793,
-0.016358762979507446,
0.007363211363554001,
0.01051273476332426,
0.001584735233336687,
0.024374987930059433,
0.010037397034466267,
0.008006811141967773,
0.007717276457697153,
0.017322978004813194,
-0.024184700101614,
0.008530499413609505,
-0.0017450177110731602,
-0.01065362524241209,
0.02300238609313965,
-0.007731845136731863,
-0.004307938739657402,
-0.019400548189878464,
0.006453552283346653,
0.012207359075546265,
-0.006605107337236404,
0.014683898538351059,
-0.0014388394774869084,
0.004637948237359524,
-0.006528760306537151,
0.00003505079075694084,
-0.012555243447422981,
0.010022597387433052,
-0.027100954204797745,
-0.013730864971876144,
-0.05477654188871384,
0.00002447841688990593,
-0.0031771999783813953,
-0.011860903352499008,
0.010104810819029808,
0.014819287694990635,
0.02119673229753971,
0.004507387988269329,
0.024213433265686035,
-0.007320893928408623,
0.07218080013990402,
-0.009533916600048542,
0.007441292051225901,
0.0007272087968885899,
-0.0013194117927923799,
-0.0013147086137905717,
-0.004146195948123932,
-0.0176832377910614,
0.019045747816562653,
-0.0012074252590537071,
-0.010853756219148636,
-0.0028276683297008276,
-0.012002365663647652,
0.0001676409156061709,
-0.030568353831768036,
0.00583251379430294,
-0.035544686019420624,
0.0012798518873751163,
0.02099297195672989,
-0.014667465351521969,
0.024698371067643166,
-0.015690788626670837,
0.004944545216858387,
-0.046263717114925385,
0.015091069042682648,
-0.0065578557550907135,
-0.018196266144514084,
0.007589221000671387,
-0.012456993572413921,
-0.011111604049801826,
0.0025116698816418648,
0.01575103960931301,
-0.004469330422580242,
-0.006956335622817278,
0.026289602741599083,
-0.025837574154138565,
-0.023788459599018097,
-0.011698713526129723,
-0.0018967590294778347,
0.04405384138226509,
-0.011626177467405796,
-0.016548529267311096,
-0.00482605816796422,
0.007254479452967644,
-0.009736249223351479,
0.0027934254612773657,
0.0037926186341792345,
0.006540114991366863,
0.01776133105158806,
0.023678312078118324,
-0.03315463662147522,
0.0066993809305131435,
-0.006782690994441509,
0.004262199159711599,
-0.02831771969795227,
0.017473628744482994,
-0.0053832754492759705,
0.0038324955385178328,
-0.034837014973163605,
-0.012200124561786652,
0.007331578526645899,
-0.019623445346951485,
0.00629259180277586,
0.005519446916878223,
-0.014561936259269714,
0.02365710586309433,
-0.02673996612429619,
-0.004793217405676842,
0.027887830510735512,
0.01287008821964264,
-0.000003812601789832115,
0.007722649723291397,
0.0012729833833873272,
-0.01706128753721714,
-0.03435300663113594,
0.010679470375180244,
0.01187802478671074,
-0.02362082526087761,
0.0179734006524086,
-0.010160974226891994,
-0.00790269672870636,
-0.019564099609851837,
0.009654080495238304,
0.018733741715550423,
-0.015385094098746777,
-0.009887827560305595,
-0.010880755260586739,
-0.004090773407369852,
-0.01680922508239746,
0.007779783569276333,
0.022952072322368622,
0.0016861960757523775,
0.008197438903152943,
-0.02608809806406498,
0.008178044110536575,
0.03545330464839935,
-0.017241984605789185,
0.011326632462441921,
0.006173468194901943,
0.008273852989077568,
-0.00463819969445467,
-0.0016325139440596104,
0.010871171951293945,
0.006545857060700655,
0.001892564818263054,
-0.0138010885566473,
0.007961397990584373,
-0.03185016289353371,
-0.011280404403805733,
0.022904491052031517,
-0.006818275433033705,
0.004058712627738714,
0.027692541480064392,
-0.005841294303536415,
-0.0005876901559531689,
0.020291337743401527,
0.006716922856867313,
0.005631090607494116,
-0.013357382267713547,
-0.0030040228739380836,
-0.0005562177393585443,
-0.0017887628637254238,
-0.00964190624654293,
-0.00963548943400383,
-0.012059615924954414,
-0.006533438339829445,
-0.00663150055333972,
0.012835944071412086,
-0.006655597127974033,
-0.003210145514458418,
0.006643437780439854,
-0.019193114712834358,
0.0058752549812197685,
0.010105961002409458,
-0.005216518417000771,
0.032700154930353165,
-0.0013310429640114307,
-0.015372656285762787,
0.016748646274209023,
0.015262572094798088,
0.02686069905757904,
-0.015439809300005436,
0.0020272592082619667,
0.013646109029650688,
0.010223658755421638,
0.012051248922944069,
-0.008008851669728756,
0.012237543240189552,
0.0104938093572855,
0.03341737017035484,
0.0016006684163585305,
0.011268999427556992,
0.01984640769660473,
-0.004999920725822449,
0.012732264585793018,
0.023149702697992325,
0.00027268053963780403,
-0.006399019621312618,
-0.025941019877791405,
-0.007717045955359936,
-0.008420060388743877,
0.01681715063750744,
-0.009740307927131653,
-0.02200803905725479,
-0.0025772626977413893,
0.017012661322951317,
-0.015247887931764126,
-0.003542412770912051,
-0.009970786049962044,
0.010122357867658138,
0.007571730297058821,
-0.04446358233690262,
0.0030999123118817806,
0.010581836104393005,
0.003843065118417144,
-0.011707807891070843,
-0.033349573612213135,
0.02404579520225525,
-0.04020509123802185,
-0.002437000162899494,
0.007882732897996902,
-0.020022772252559662,
0.00393048208206892,
-0.0060904985293745995,
-0.0008705357904545963,
-0.03266720846295357,
-0.012559045106172562,
0.00839999783784151,
0.008648938499391079,
0.008314966224133968,
-0.01420089602470398,
0.002999634016305208,
-0.006992381066083908,
-0.017797885462641716,
-0.03154756501317024,
-0.02401273511350155,
-0.004187854938209057,
-0.008732757531106472,
0.008067496120929718,
0.005019962787628174,
0.012219877913594246,
0.017192509025335312
] | [
0.6204460859298706,
0.34595048427581787,
0.11754171550273895,
-0.06137114763259888,
0.01641235686838627,
-0.4347023665904999,
0.2245727777481079,
0.4100961685180664,
-0.28696760535240173,
-0.2524927854537964,
-0.5056008100509644,
0.435383141040802,
-0.6021819710731506,
0.3517879545688629,
-0.4155499041080475,
0.03010682202875614,
0.48701992630958557,
0.440075159072876,
-0.01925484836101532,
0.10273982584476471,
-0.6772844791412354,
0.009435594081878662,
-0.12897638976573944,
-0.21977317333221436,
0.40178608894348145,
-0.24779851734638214,
0.1684700846672058,
-0.099857859313488,
-0.8116267323493958,
-0.18836523592472076,
0.5414322018623352,
0.4140324294567108,
0.043065499514341354,
0.04006544128060341,
-0.16094768047332764,
-0.11297505348920822,
-0.10420187562704086,
-0.08311600238084793,
-0.2604040205478668,
0.037205494940280914,
-0.00014182973245624453,
0.13643336296081543,
-0.15622401237487793,
0.30906176567077637,
-0.25104033946990967,
-0.5161113739013672,
-1.4720377922058105,
0.6070481538772583,
-0.2295081913471222,
-0.06526809930801392,
-0.48029789328575134,
0.32276543974876404,
0.22681960463523865,
0.3548976182937622,
-0.11387862265110016,
0.30250486731529236,
-0.16625316441059113,
-0.4169996976852417,
0.017878085374832153,
-0.09275493025779724,
0.9688753485679626,
-0.35237371921539307,
0.05048217251896858,
-0.009824968874454498,
0.2705233693122864,
0.47562089562416077,
-0.1466062366962433,
0.2564646899700165,
-0.4464992880821228,
-0.46610668301582336,
-0.012712433002889156,
-0.6534820199012756,
-0.2828010320663452,
-0.2672528922557831,
-0.27001267671585083,
0.21881051361560822,
-0.08814306557178497,
-0.04084470495581627,
0.023662617430090904,
-0.1840236485004425,
-0.22393858432769775,
0.8962921500205994,
-0.11442071199417114,
-0.18995828926563263,
0.504066526889801,
-0.6408928632736206,
-0.2762710154056549,
1.2283215522766113,
0.15578576922416687,
0.25725266337394714,
0.8986273407936096,
-0.14372555911540985,
0.7053326368331909,
-0.03474491462111473,
0.25507187843322754,
-0.12055058032274246,
-0.03957831487059593,
-0.09738370776176453,
0.30606019496917725,
0.01867876760661602,
-0.4813884198665619,
0.037916552275419235,
0.45484960079193115,
-0.015108782798051834,
0.12184032052755356,
0.09929932653903961,
0.09466394782066345,
-0.5666874647140503,
0.15333454310894012,
0.046289119869470596,
-0.1362476497888565,
0.4454940855503082,
-0.549645185470581,
-0.2761833369731903,
-0.8108893632888794,
0.08222630620002747,
-0.17863309383392334,
-0.1254528909921646,
-0.020116355270147324,
0.13165433704853058,
0.3151472508907318,
0.6441781520843506,
0.19511054456233978,
-0.19357943534851074,
0.31556838750839233,
-0.2588316798210144,
0.5125784873962402,
0.49778038263320923,
-0.7071138620376587,
0.15312565863132477,
0.361661434173584,
1.0058221817016602,
-0.25351375341415405,
0.18477150797843933,
-0.15964074432849884,
0.011776488274335861,
0.25790151953697205,
0.22137421369552612,
0.6106501221656799,
-0.5836013555526733,
-0.35908448696136475,
-0.6347726583480835,
-0.6287218332290649,
0.0755099356174469,
-0.2816261649131775,
-0.12496217340230942,
-0.1133645698428154,
-0.3519326448440552,
-0.42747393250465393,
-0.5077181458473206,
-0.010718928650021553,
-0.3517341613769531,
-0.32993143796920776,
0.26429033279418945,
0.1273823380470276,
0.017449194565415382,
0.7428147792816162,
-0.5633747577667236,
-0.09892739355564117,
-0.0488455668091774,
0.20601698756217957,
0.04994972050189972,
-0.8774520754814148,
-0.4177480936050415,
0.20918753743171692,
-0.5375123023986816,
-0.19352011382579803,
0.6801902055740356,
0.4259480834007263,
0.045714035630226135,
-0.5246061682701111,
0.3609845042228699,
0.5831886529922485,
-0.38260024785995483,
0.32857656478881836,
0.25563845038414,
0.11931920796632767,
-0.015076367184519768,
0.4048798978328705,
0.5042556524276733,
-0.7668663859367371,
0.30354514718055725,
0.014392927289009094,
0.2324018031358719,
0.01526622287929058,
0.376986563205719,
0.17567679286003113,
-0.03444921597838402,
-0.23211215436458588,
-0.22008256614208221,
-0.7068749666213989,
-0.5300109386444092,
-0.1462136209011078,
-0.12447493523359299,
0.8083022832870483,
-0.11146096140146255,
-0.11360533535480499,
1.2527928352355957,
0.15241669118404388,
-0.020835911855101585,
-0.01564093306660652,
0.2006748765707016,
0.19320406019687653,
-0.43037518858909607,
-1.0825819969177246,
-0.10602909326553345,
0.20214003324508667,
0.09939278662204742,
-0.3520236313343048,
-0.061694953590631485,
0.5183508396148682,
-0.21166829764842987,
-0.07923497259616852,
-0.4531245827674866,
-0.16803084313869476,
0.689618706703186,
-0.6390339136123657,
0.1063995212316513,
-0.25285807251930237,
-0.2618296444416046,
0.35337895154953003,
-0.4521632492542267,
0.13054348528385162,
1.17893385887146,
-0.1640797257423401,
0.7422367930412292,
0.38464781641960144,
0.07757602632045746,
0.8310914635658264,
-0.6461623311042786,
0.2517494559288025,
-0.1881856918334961,
0.34481388330459595,
-0.5581108927726746,
-0.4738726317882538,
0.33892929553985596,
0.0658574029803276,
-0.19628413021564484,
0.20882631838321686,
-0.12800225615501404,
0.15001291036605835,
0.0716877430677414,
-0.5039016008377075,
0.7150396704673767,
-0.0634000301361084,
-0.1782836765050888,
-0.5168455243110657,
0.18725337088108063,
-0.41801175475120544,
0.42111262679100037,
0.31092703342437744,
0.6882269382476807,
-0.13447816669940948,
-0.699073314666748,
0.20697347819805145,
-0.29165396094322205,
-0.07812787592411041,
0.48477867245674133,
0.4716595709323883,
-0.27377310395240784,
-0.4022461771965027,
0.07546249032020569,
-0.3391895592212677,
0.22358614206314087,
-0.38040491938591003,
-0.09205923974514008,
-0.18888773024082184,
-0.498229444026947,
0.3506503403186798,
0.2846813499927521,
0.404948890209198,
-0.0182082150131464,
-0.7414878010749817,
0.3002689778804779,
-0.38141512870788574,
-0.7846908569335938,
0.33972299098968506,
0.22475287318229675,
-0.20322100818157196,
-0.3985581398010254,
-0.4234044551849365,
0.6483760476112366,
0.5544505715370178,
-0.8577800393104553,
-0.6132186651229858,
-0.5303364396095276,
0.3353690803050995,
-0.2163752168416977,
-0.5483542084693909,
0.4382832944393158,
-0.521583616733551,
0.32145053148269653,
-0.19682888686656952,
0.33642593026161194,
0.6101983189582825,
0.5047390460968018,
0.0077650295570492744,
0.57161545753479,
0.2943473756313324,
-0.19177795946598053,
0.08866821229457855,
0.20063458383083344,
-0.22288700938224792,
-0.09139556437730789,
-0.4392170011997223,
-0.25746625661849976,
-0.3275555670261383,
-0.32084453105926514,
-5.911492824554443,
0.34413665533065796,
0.25263354182243347,
-0.0412372425198555,
-0.5481597185134888,
0.44444960355758667,
1.0052003860473633,
-0.3637044131755829,
0.012724200263619423,
0.19244831800460815,
0.2184918224811554,
0.38536569476127625,
0.5027841329574585,
0.20910616219043732,
0.08063752949237823,
0.22287555038928986,
0.4567292332649231,
0.008150060661137104,
-0.0039049198385328054,
0.1563594788312912,
0.1013551875948906,
0.43553057312965393,
0.46495601534843445,
0.4452225863933563,
0.07711288332939148,
0.06382042914628983,
-0.13313013315200806,
0.4031636118888855,
0.17792914807796478,
-0.03480076417326927,
0.32138633728027344,
-0.11131996661424637,
0.09066718071699142,
0.09002190083265305,
0.1298147439956665,
0.1297154277563095,
0.5746447443962097,
-0.22230340540409088,
-0.24772033095359802,
0.11700403690338135,
0.36096811294555664,
0.500795841217041,
0.27688688039779663,
0.06674796342849731,
0.44596755504608154,
0.022298702970147133,
-0.007621794939041138,
-0.5607120990753174,
-0.34783005714416504,
0.6135333776473999,
-0.07437871396541595,
-0.3126790225505829,
0.34449127316474915,
0.3685576617717743,
0.18592119216918945,
0.009230932220816612,
0.017553230747580528,
-0.21995845437049866,
-0.5351079106330872,
-0.19005542993545532,
-0.22568778693675995,
0.006639216095209122,
-0.04578305408358574,
-0.12945976853370667,
-0.0009571421542204916,
-0.016163909807801247,
-0.6245549321174622,
-1.0365259647369385,
0.9583337306976318,
-0.08134704828262329,
-0.587638795375824,
0.4095905125141144,
0.6242913007736206,
-0.5949432253837585,
0.2869768738746643,
-0.455660879611969,
0.025879228487610817,
0.37147799134254456,
-0.025214945897459984,
-0.06165013089776039,
-0.2702891528606415,
0.09708909690380096,
-0.4925302565097809,
-0.3801063895225525,
0.0026213140226900578,
-0.9854779839515686,
0.3357219696044922,
0.14246751368045807,
-0.32944872975349426,
0.11199798434972763,
1.1059941053390503,
-0.25394219160079956,
0.05872282758355141,
0.09618578851222992,
0.31962868571281433,
1.0492043495178223,
0.25869038701057434,
0.24315372109413147,
0.7164807319641113,
0.28834766149520874,
0.6428712010383606,
-0.25410252809524536,
-0.2238023728132248,
-1.1029269695281982,
-0.07152161747217178,
-0.17894481122493744,
-0.31930893659591675,
0.12411761283874512,
0.8120511770248413,
-0.6173589825630188,
-0.07115791738033295,
0.14251719415187836,
-0.4353158473968506,
-0.1769358217716217,
0.10827135294675827,
-0.2941970229148865,
-0.3747948706150055,
0.21289071440696716,
0.28248608112335205,
-0.5300174951553345,
0.519565761089325,
0.5311339497566223,
-0.6245466470718384,
0.14142613112926483,
-0.035318803042173386,
-0.3549783527851105,
-0.009161046706140041,
0.05196288973093033,
-0.054114148020744324,
-0.17711244523525238,
0.6096850037574768,
0.13146807253360748,
-0.17470872402191162,
-0.12432586401700974,
0.571765661239624,
-0.010275527834892273,
0.004941385705024004,
-0.014770744368433952,
-0.2843593955039978,
-1.0139517784118652,
0.019634271040558815,
-0.25034400820732117,
-0.010765633545815945,
0.35428035259246826,
0.7108768224716187,
0.020358936861157417,
-0.3391955494880676,
-0.12926854193210602,
0.58450847864151,
-0.2713371515274048,
-0.6789952516555786,
-0.21824181079864502,
0.0917053073644638,
0.043713297694921494,
-0.07420983910560608,
0.10309372842311859,
0.41022542119026184,
0.1123955175280571,
-0.18011218309402466,
-0.32048970460891724,
0.09053610265254974,
-0.3335546851158142,
-0.793673038482666,
-0.07703567296266556,
-0.03658795729279518,
-0.1877351850271225,
-0.5656108856201172,
-0.26589828729629517,
-0.22470369935035706,
0.22599010169506073,
-0.2739015221595764,
0.24799099564552307,
-0.727147102355957,
0.024829594418406487,
0.08469737321138382,
0.4038463830947876,
-0.030965063720941544,
0.2039811909198761,
-0.024471426382660866,
0.14863266050815582,
-0.22994782030582428,
-0.4056713581085205,
-0.35855987668037415,
0.7453449368476868,
0.29092833399772644,
-0.27585726976394653,
0.2627495229244232,
0.37079939246177673,
-0.6574349403381348,
-0.2674206495285034,
0.1459677666425705,
0.0706757977604866,
0.43781569600105286,
-0.07270845025777817,
0.27433356642723083,
-0.40176838636398315,
-0.14794662594795227,
0.06933904439210892,
-0.2594478130340576,
-0.21777114272117615,
0.2894012928009033,
0.5075827240943909,
-0.8086918592453003,
-0.14680252969264984,
-0.4641285836696625,
-0.5083796381950378,
0.01916922815144062,
-0.38775959610939026,
-0.18118131160736084,
0.33807846903800964,
-0.38416787981987,
0.027116432785987854,
-0.3730756938457489,
0.31672486662864685,
-0.21224316954612732,
-0.12044527381658554,
-0.18247556686401367,
0.0692208930850029,
-0.19218800961971283,
-0.011190187186002731,
0.02319086343050003,
-0.05397646129131317,
-0.28971990942955017,
0.10462730377912521,
-0.328396201133728,
0.3464668095111847,
0.09737056493759155,
-0.8290133476257324,
0.1555401086807251,
0.2048134058713913,
0.057669494301080704,
0.15137483179569244,
0.28159162402153015,
0.11030155420303345,
-0.022805174812674522,
-0.5524762272834778,
0.5177105069160461,
0.38533633947372437,
0.15764197707176208,
0.24769900739192963,
0.10658352822065353,
0.3633921444416046,
-0.3151249289512634,
-0.2909516990184784,
-0.12126758694648743,
0.8211494088172913,
0.40356704592704773,
-0.3227072060108185,
-0.9910178184509277,
0.21586547791957855,
0.3502808213233948,
0.3461416959762573,
-0.26314830780029297,
0.05213605612516403,
0.03055715188384056,
-0.5357576012611389,
-0.1733052134513855,
-0.2683201730251312,
0.20883269608020782,
0.15347841382026672,
0.08735976368188858,
-0.22194549441337585,
-0.15793760120868683,
0.022715173661708832,
0.6405069231987,
0.024168984964489937,
-0.14058484137058258,
-0.2872919738292694,
-0.24873310327529907,
-0.5088973045349121,
0.1746526062488556,
0.01746450737118721,
0.5839786529541016,
0.5257483124732971,
0.05876942351460457,
0.4476308524608612,
-0.6495577692985535,
-0.280906081199646,
-0.638120174407959,
0.17177478969097137,
-0.2942389249801636,
-0.558227002620697,
-0.2608895003795624,
-0.7156840562820435,
0.28167644143104553,
-0.5808591842651367,
0.5226343870162964,
0.33199918270111084,
-0.5693687796592712,
-0.7265227437019348,
-0.6380389332771301,
0.1918346881866455,
-0.4812737703323364,
0.1163773462176323,
-0.15828849375247955,
-0.20801487565040588,
-0.16740471124649048,
0.026358315721154213,
-0.38488131761550903,
-0.3009324073791504,
-0.507172167301178,
-0.35637372732162476,
0.4065443277359009,
-0.6668788194656372,
0.5896739363670349,
0.2784792184829712,
-0.19293247163295746,
-0.15390369296073914,
0.08727041631937027,
-0.16924606263637543,
-0.20823144912719727,
0.05812670290470123,
0.16292554140090942,
0.6045122742652893,
-0.525931179523468,
0.005967107601463795,
0.09383606165647507,
-0.43833932280540466,
0.7731993198394775,
-0.095151886343956,
0.05033574625849724,
-0.18436935544013977,
0.3619576394557953,
0.27647799253463745,
-0.29148048162460327,
0.2254275530576706,
-0.19390492141246796,
0.5199536085128784,
0.3973028063774109,
0.2158949375152588,
0.37926405668258667,
0.36217695474624634,
-0.25343993306159973,
0.0699516087770462,
-0.12654851377010345,
-0.5563080906867981,
0.1310551017522812,
-0.40852805972099304,
-0.6015296578407288,
0.13885782659053802,
0.708740234375,
0.37041839957237244,
-0.050367776304483414,
0.32608816027641296,
-0.28618156909942627,
0.5092347860336304,
0.4696887135505676,
0.18809561431407928,
-0.30647012591362,
0.2377943992614746,
-0.006002334877848625,
0.05303889885544777,
-0.11427734792232513,
0.4117189049720764,
-0.16384641826152802,
-0.5341431498527527,
0.23810867965221405,
-0.190085768699646,
-0.26238545775413513,
0.025438455864787102,
0.007445393595844507,
0.5779784321784973,
-0.6492144465446472,
0.2627536952495575,
0.36022430658340454,
0.08920256048440933,
0.4394809305667877,
-0.22985157370567322,
0.14068171381950378,
-0.022619040682911873,
-0.10076823830604553,
-0.11433669179677963,
0.03398928418755531,
0.42059004306793213,
0.1231052502989769,
-0.39877063035964966,
0.7451711893081665,
0.525081217288971,
-0.028799155727028847,
0.43070846796035767,
0.03909378498792648,
0.36758893728256226,
0.12909413874149323,
-0.5354578495025635,
0.13377311825752258,
-0.1541469693183899,
-0.36334118247032166,
0.09564749151468277,
-0.004947366192936897,
-0.3449742794036865,
-0.33138418197631836,
-0.45611119270324707,
-0.4497520625591278,
0.5498631000518799,
0.17246787250041962,
-0.08641348779201508,
0.2608349919319153,
0.763086199760437,
0.06677595525979996,
0.03477681055665016,
-0.14837315678596497,
0.2439597100019455,
-0.1914069801568985,
0.2713443636894226,
-1.0995436906814575,
0.543125331401825,
-0.5784696936607361,
-0.14482998847961426,
-0.663938045501709,
0.5149115324020386,
0.4597357511520386,
0.30177217721939087,
0.05641121044754982,
0.1238522157073021,
0.4302957057952881,
-0.14515657722949982,
0.30143487453460693,
-0.4886908531188965,
-0.2735527753829956,
-0.20220990478992462,
0.19969312846660614,
-0.16985300183296204,
0.5553719401359558,
0.10748190432786942,
0.45114806294441223,
0.1136213019490242,
0.4240521490573883,
0.2358091026544571,
-0.15719977021217346,
0.49184301495552063,
-0.5533304810523987,
-0.10829732567071915,
-0.5081762671470642,
0.8345686793327332,
0.013310333713889122,
0.1647728979587555,
0.23350048065185547,
0.09659306704998016,
0.39599713683128357,
-0.077508345246315,
0.23635229468345642,
-0.4042983949184418,
0.07704675197601318,
-0.38414865732192993,
-0.21927686035633087,
0.19819022715091705,
0.03830413892865181,
-0.07706710696220398,
-0.5466363430023193,
0.39164820313453674,
0.1755424588918686,
-0.5071730017662048,
-0.0022184341214597225,
0.12490083277225494,
-0.01893794909119606,
0.3734782338142395,
0.12858529388904572,
0.06265110522508621,
-0.32907235622406006,
0.05943221598863602
] |
Compounding is a highly productive word-formation process in some languages that is often problematic for natural language processing applications. In this paper, we investigate whether distributional semantics in the form of word embeddings can enable a deeper, i.e., more knowledge-rich, processing of compounds than the standard string-based methods. We present an unsupervised approach that exploits regularities in the semantic vector space (based on analogies such as “bookshop is to shop as bookshelf is to shelf”) to produce compound analyses of high quality. A subsequent compound splitting algorithm based on these analyses is highly effective, particularly for ambiguous compounds. German to English machine translation experiments show that this semantic analogy-based compound splitter leads to better translations than a commonly used frequency-based method. | [
-0.009118384681642056,
0.01073544006794691,
-0.0008934446377679706,
0.02287820726633072,
-0.008982181549072266,
-0.010981389321386814,
0.007067452650517225,
-0.00708767119795084,
-0.008274563588202,
0.021068833768367767,
0.009790572337806225,
0.0035031633451581,
0.028779011219739914,
0.01466398686170578,
0.01720203459262848,
-0.0027853967621922493,
0.001976364990696311,
0.009559663012623787,
0.002302513923496008,
-0.025366494432091713,
-0.01854485273361206,
-0.026618411764502525,
0.007334685884416103,
0.019031094387173653,
-0.01549205556511879,
0.015759922564029694,
0.017654437571763992,
0.008187439292669296,
-0.011762874200940132,
0.007907469756901264,
-0.019642358645796776,
-0.0002461053663864732,
-0.004672329872846603,
0.015052187256515026,
0.008878912776708603,
0.01597614213824272,
-0.00017914187628775835,
0.012377734296023846,
-0.004764862824231386,
-0.004467909224331379,
0.015285511501133442,
-0.004839008208364248,
0.0027415116783231497,
0.001134044025093317,
-0.005266512744128704,
0.016655610874295235,
0.00040341922431252897,
0.009287024848163128,
0.005191178992390633,
0.007660250179469585,
-0.014378244057297707,
0.005206027068197727,
0.002069358481094241,
-0.017793279141187668,
-0.004113305360078812,
-0.010564697906374931,
0.01543139386922121,
0.004823456052690744,
0.0033035073429346085,
0.011247058399021626,
-0.02410433068871498,
0.03355516493320465,
0.0024244480300694704,
-0.006507147569209337,
-0.01916653662919998,
-0.06784150004386902,
0.011582824401557446,
0.003143472597002983,
-0.008887344039976597,
-0.024671506136655807,
-0.013247265480458736,
0.0067546311765909195,
-0.021838463842868805,
0.005000436212867498,
0.020357120782136917,
0.005867731757462025,
0.0052912430837750435,
-0.0034297131933271885,
-0.0029852441512048244,
-0.01698826439678669,
-0.017215145751833916,
0.0008492504712194204,
0.005337751470506191,
0.011726203374564648,
-0.0034840786829590797,
0.004412860609591007,
-0.006479927338659763,
0.012633157894015312,
0.006601663306355476,
-0.01299997791647911,
0.027395259588956833,
0.013313138857483864,
0.007743879221379757,
0.02370220236480236,
-0.019435815513134003,
0.013759253546595573,
0.016163932159543037,
0.003128231503069401,
-0.0028120072092860937,
0.009771253913640976,
-0.005302867386490107,
0.006278948858380318,
0.016052424907684326,
-0.016472768038511276,
0.0035176437813788652,
0.006998511962592602,
0.004573911428451538,
0.030257482081651688,
0.00034248922020196915,
0.00250804889947176,
0.0158283319324255,
0.023457173258066177,
0.00197065738029778,
-0.008858789689838886,
0.0016691224882379174,
0.0005201135063543916,
0.00828390009701252,
-0.015677981078624725,
0.008604634553194046,
-0.001772365067154169,
-0.011760149151086807,
0.014323924668133259,
0.0010536668123677373,
-0.006184997037053108,
0.009511057287454605,
-0.0010458058677613735,
-0.016795175150036812,
-0.004029314499348402,
0.010172169655561447,
0.00492906104773283,
-0.008650125935673714,
0.0015021772123873234,
-0.01401530671864748,
0.01192515343427658,
0.0029768082313239574,
-0.003302144818007946,
-0.0003424696624279022,
-0.013442878611385822,
0.012666266411542892,
-0.0020499355159699917,
0.004889606963843107,
0.00173045857809484,
0.003401742549613118,
0.008648168295621872,
0.013539701700210571,
-0.006584605667740107,
0.01395406574010849,
0.008484642021358013,
0.0023795743472874165,
0.009084098041057587,
0.0015504439361393452,
-0.01583230495452881,
0.0007159678498283029,
-0.0024839804973453283,
0.010200828313827515,
-0.015591328963637352,
0.004215918481349945,
0.01513285655528307,
-0.004849615041166544,
-0.032848622649908066,
0.017096973955631256,
0.0011237571015954018,
0.0062978388741612434,
0.005449535325169563,
-0.0014127534814178944,
0.007006555330008268,
0.0005588517524302006,
0.015103024430572987,
-0.013327529653906822,
0.0019426124636083841,
-0.008014503866434097,
-0.005116481799632311,
0.003519590711221099,
0.010804930701851845,
0.012868836522102356,
0.0030289343558251858,
0.029659178107976913,
0.003943648189306259,
-0.011829939670860767,
0.06782485544681549,
0.0013553730677813292,
-0.0005263867788016796,
-0.010008517652750015,
0.002989324275404215,
0.0028205709531903267,
-0.008345630019903183,
0.007474897895008326,
0.0021619063336402178,
-0.0018395606894046068,
-0.009989609941840172,
0.0006095184944570065,
-0.030487513169646263,
-0.005364350974559784,
-0.01866883970797062,
0.029052525758743286,
0.0022967869881540537,
0.006326188798993826,
0.0007089958526194096,
-0.007346270605921745,
-0.006446264684200287,
0.0021255100145936012,
-0.0009979014284908772,
-0.021941278129816055,
0.026651598513126373,
-0.010109537281095982,
0.00263323076069355,
-0.005343887489289045,
0.01168544590473175,
-0.004851340316236019,
0.022672198712825775,
0.012396110221743584,
0.004346578381955624,
-0.006532501429319382,
-0.019657261669635773,
0.0023961744736880064,
-0.001614158507436514,
-0.013470110483467579,
-0.00443243095651269,
0.00794411450624466,
-0.011205630376935005,
0.00018512556562200189,
0.012614227831363678,
0.018656210973858833,
-0.027997128665447235,
0.0038339169695973396,
0.006520669441670179,
-0.019889170303940773,
0.008463477715849876,
-0.0008045757422223687,
-0.003806804772466421,
0.007916972041130066,
-0.001690261997282505,
-0.008290017955005169,
-0.009636706672608852,
0.025103799998760223,
0.01850712299346924,
0.00524301640689373,
-0.009517845697700977,
-0.0008013616898097098,
-0.007750792428851128,
-0.0034414017572999,
0.004233923275023699,
0.003693637903779745,
-0.032856620848178864,
-0.027521882206201553,
-0.014069788157939911,
-0.009973928332328796,
-0.024758797138929367,
-0.0053289784118533134,
-0.0015698871575295925,
0.0018684591632336378,
0.00443534879013896,
-0.012017948552966118,
0.0050930967554450035,
0.004098699428141117,
0.0006649838760495186,
-0.021896082907915115,
-0.00913630984723568,
0.020000610500574112,
0.00427829148247838,
-0.003541006939485669,
0.004194680601358414,
-0.0002916143275797367,
0.00815366767346859,
-0.011497961357235909,
0.007536488119512796,
0.01951914280653,
-0.021256553009152412,
0.006076725199818611,
-0.00462387315928936,
0.0041151936165988445,
-0.011419402435421944,
-0.005353002808988094,
-0.08156967163085938,
-0.012791736051440239,
0.002649218775331974,
0.01814889721572399,
0.011060133576393127,
-0.014113127253949642,
0.005678756628185511,
-0.01502016931772232,
-0.01946767047047615,
0.01545619871467352,
0.022357074543833733,
0.0007388974772766232,
-0.011202676221728325,
-0.008809134364128113,
0.0011362461373209953,
-0.009249106049537659,
0.009725362993776798,
0.00999506190419197,
0.010097983293235302,
0.030718626454472542,
-0.03387418016791344,
0.00523949833586812,
-0.011554905213415623,
-0.004866553470492363,
-0.00857541523873806,
0.005339058581739664,
-0.026526039466261864,
-0.0023088729940354824,
0.020992383360862732,
0.003519874531775713,
0.011095168069005013,
0.013501495122909546,
0.0013362860772758722,
-0.02883434295654297,
-0.0021821195259690285,
-0.0076880548149347305,
-0.0016880419570952654,
-0.017825953662395477,
-0.019239384680986404,
0.0020501192193478346,
0.003505375236272812,
0.00022167566930875182,
-0.0004074913449585438,
0.0008362040389329195,
0.013435420580208302,
0.0075165932066738605,
0.006863970309495926,
0.04086984694004059,
0.012604418210685253,
0.0057210735976696014,
0.02134234830737114,
0.004409829154610634,
0.013090704567730427,
0.012031554244458675,
-0.003761815372854471,
0.02729562111198902,
0.0025683739222586155,
0.013002267107367516,
-0.01114050205796957,
-0.0010169740999117494,
0.010779328644275665,
0.013861888088285923,
-0.01433519460260868,
-0.011190162971615791,
0.0034684641286730766,
0.012236705049872398,
0.018696345388889313,
0.0025024390779435635,
-0.008570581674575806,
-0.020043514668941498,
0.008667077869176865,
-0.011397812515497208,
-0.011008287779986858,
0.00009815674275159836,
-0.005946517921984196,
-0.01408387254923582,
-0.009992357343435287,
0.0014937568921595812,
-0.021979639306664467,
-0.01105833426117897,
0.00983324833214283,
-0.0018586660735309124,
0.0018475367687642574,
-0.005906967446208,
-0.027133096009492874,
-0.021399719640612602,
0.000619921600446105,
-0.005002261605113745,
0.00329297105781734,
-0.013702265918254852,
-0.015927787870168686,
-0.010540097020566463,
0.008212748914957047,
0.00622892752289772,
-0.015552117489278316,
-0.022549886256456375,
0.010592694394290447,
-0.010192968882620335,
-0.00439851451665163,
0.006925512105226517,
-0.02658640220761299,
0.0009355841903015971,
-0.005977108143270016,
-0.013284988701343536,
-0.004669581539928913,
0.005015386268496513,
0.002514908090233803,
-0.01311987079679966,
0.012179157696664333,
0.0010663592256605625,
-0.009297889657318592,
0.0066941846162080765,
-0.009198611602187157,
0.02506398595869541,
0.0013393530389294028,
0.006473044399172068,
-0.005281352903693914,
0.012794606387615204,
0.07375318557024002,
0.0059828609228134155,
-0.006070270203053951,
0.003083526622503996,
-0.008700760081410408,
-0.01123820710927248,
0.0008506197482347488,
0.010666131973266602,
0.02006908692419529,
-0.019717184826731682,
0.007850272580981255,
0.026229949668049812,
0.014839733019471169,
0.02748044766485691,
0.012817470356822014,
-0.003695740597322583,
-0.010282971896231174,
0.0070149777457118034,
0.005248351953923702,
0.011772578582167625,
-0.013826671987771988,
-0.009992767125368118,
0.008992388844490051,
0.021468831226229668,
0.018819941207766533,
-0.04432159289717674,
-0.006186395883560181,
-0.012569144368171692,
0.003307910403236747,
0.003481469117105007,
0.008398889563977718,
-0.00469242874532938,
-0.004259334411472082,
0.012488754466176033,
0.00036264630034565926,
0.02445399947464466,
0.022788845002651215,
-0.002739931223914027,
-0.009063832461833954,
-0.01169142872095108,
0.002273381222039461,
-0.012455040588974953,
0.008066325448453426,
0.019318662583827972,
-0.014476021751761436,
-0.014738807454705238,
0.015395592898130417,
-0.0022157919593155384,
-0.004775542765855789,
-0.005248549859970808,
-0.012988602742552757,
0.01569545269012451,
0.006156422197818756,
0.0057690758258104324,
-0.00741773284971714,
0.010177244432270527,
0.01073899120092392,
-0.008974455296993256,
-0.010880931280553341,
0.008179684169590473,
-0.004221294075250626,
-0.03366240859031677,
0.015677040442824364,
-0.005014700349420309,
-0.02364104613661766,
-0.0046643405221402645,
0.021574990823864937,
-0.008707643486559391,
0.01692352630198002,
-0.01590833067893982,
0.010430322960019112,
-0.006884615868330002,
-0.003326771315187216,
-0.017573490738868713,
-0.00211384822614491,
-0.007281729020178318,
-0.006880416534841061,
-0.007790802977979183,
0.004446075763553381,
-0.009976107627153397,
0.024504145607352257,
0.022812170907855034,
-0.020389679819345474,
-0.00740396324545145,
0.001006679143756628,
0.0008833501487970352,
-0.03237178921699524,
-0.07524315267801285,
0.0014921387191861868,
0.011509795673191547,
-0.0017880172235891223,
-0.008940981701016426,
0.015037615783512592,
-0.008743483573198318,
0.01591159962117672,
0.020422086119651794,
-0.0035387114621698856,
0.005678021349012852,
-0.0010270196944475174,
-0.015142519026994705,
0.00017722067423164845,
0.007920864038169384,
-0.023732740432024002,
-0.0014880436938256025,
0.00025211204774677753,
0.010606598109006882,
0.007279088720679283,
-0.02261655405163765,
0.005621993914246559,
0.01856442540884018,
0.002060658298432827,
-0.01185088511556387,
-0.0826977789402008,
0.015037909150123596,
-0.0011716894805431366,
-0.015099081210792065,
-0.027606312185525894,
-0.010855278000235558,
0.0136323943734169,
-0.013383859768509865,
0.01177193969488144,
-0.011783050373196602,
-0.014410033822059631,
0.009197814390063286,
-0.00048614945262670517,
0.009840328246355057,
0.0002896572696045041,
0.0005094757652841508,
0.012595041655004025,
-0.026727303862571716,
-0.005346215330064297,
-0.022358667105436325,
0.006268505938351154,
0.012427369132637978,
-0.008573601022362709,
0.011256440542638302,
-0.006923475302755833,
-0.008049996569752693,
-0.005128946155309677,
0.009625772945582867,
0.005377040710300207,
-0.014457384124398232,
0.0029724212363362312,
0.011071929708123207,
-0.014496599324047565,
-0.0036839463282376528,
0.012054724618792534,
0.0022558248601853848,
-0.029362283647060394,
0.009586792439222336,
0.004247513599693775,
-0.006209489423781633,
-0.003539113560691476,
-0.009057409130036831,
0.001455598627217114,
0.003811083734035492,
0.0013833981938660145,
-0.02854827605187893,
0.002445955527946353,
-0.0003868899366352707,
0.010493947193026543,
-0.016386307775974274,
0.006393092684447765,
-0.008501872420310974,
0.031242715194821358,
-0.006792434956878424,
0.027201585471630096,
0.017721125856041908,
-0.004462560638785362,
0.012077581137418747,
0.004292560741305351,
0.012144526466727257,
-0.0009234506287612021,
0.017003698274493217,
-0.01777472533285618,
0.07320713996887207,
-0.011173836886882782,
0.009552652947604656,
-0.009201684966683388,
0.009427163749933243,
0.000827077601570636,
0.024164900183677673,
0.005704594776034355,
-0.00546860508620739,
-0.0059506758116185665,
0.017392106354236603,
0.006681335158646107,
-0.0188197772949934,
0.003506497945636511,
0.010880865156650543,
-0.019149083644151688,
-0.0075733233243227005,
-0.015285666100680828,
0.00884757936000824,
-0.020293261855840683,
-0.024773526936769485,
0.014798413030803204,
0.006164878606796265,
0.01767144910991192,
-0.0025831442326307297,
-0.008154479786753654,
-0.018493253737688065,
0.006470496766269207,
-0.008598157204687595,
-0.009885084815323353,
-0.016708947718143463,
0.0010612544137984514,
-0.000571811106055975,
-0.006736366078257561,
0.021702684462070465,
0.0072581032291054726,
0.018988315016031265,
-0.00020271950052119792,
-0.017895232886075974,
0.006667676847428083,
0.00957857072353363,
0.007611813489347696,
0.007777607999742031,
0.029315203428268433,
0.002499188296496868,
-0.002403303049504757,
0.0013553969329223037,
0.022933322936296463,
0.007849836722016335,
0.0016156865749508142,
0.01105092279613018,
-0.0025245905853807926,
-0.010003362782299519,
0.016368437558412552,
0.01200739573687315,
0.0011407125275582075,
-0.011105267331004143,
0.007746103685349226,
-0.021905457600951195,
-0.03228247910737991,
0.0030182478949427605,
-0.007179789245128632,
-0.011215814389288425,
0.0021687194239348173,
0.0141168013215065,
0.01452899444848299,
-0.0189278032630682,
-0.013336352072656155,
-0.01517430879175663,
0.012016264721751213,
0.0022010114043951035,
-0.008544799871742725,
0.000512542377691716,
-0.012895230203866959,
0.010023986920714378,
-0.002736729569733143,
0.007862596772611141,
-0.0028639836236834526,
0.011682635173201561,
0.010941930115222931,
-0.011929791420698166,
0.005465192720293999,
0.012193326838314533,
0.002371277194470167,
-0.009940976276993752,
0.005716755986213684,
-0.01436556689441204,
0.01248498447239399,
-0.002347133820876479,
0.006491056643426418,
0.040422894060611725,
-0.004636444617062807,
0.0018940273439511657,
-0.004134150687605143,
0.007282602600753307,
0.03210270404815674,
0.011675347574055195,
-0.0007019994081929326,
-0.008512387983500957,
-0.0003800945123657584,
0.007483283989131451,
0.004931849893182516,
0.005543096922338009,
0.00551712978631258,
0.0010152654722332954,
-0.0038662473671138287,
-0.007583616301417351,
0.0003071669489145279,
0.017297349870204926,
-0.0052162036299705505,
-0.008643075823783875,
-0.014540622942149639,
0.00395332183688879,
-0.0005481550469994545,
0.0031368588097393513,
0.013170832768082619,
-0.005619986914098263,
0.0065546790137887,
-0.0080768633633852,
-0.006201545242220163,
-0.004436712246388197,
-0.011342888697981834,
0.007724652998149395,
0.008448073640465736,
-0.008440310135483742,
-0.02302750200033188,
-0.007694212719798088,
0.013104721903800964,
0.011656309477984905,
0.010149264708161354,
0.018822727724909782,
0.012636059895157814,
0.01752413809299469,
0.008711602538824081,
0.004417629912495613,
0.0014990614727139473,
0.00743178091943264,
0.0077053154818713665,
0.005000255070626736,
-0.029742110520601273,
0.017231376841664314,
-0.006324367597699165,
0.003605158533900976,
-0.009547727182507515,
0.005910509265959263,
-0.004031803924590349,
0.027431748807430267,
-0.007427447475492954,
0.007376517169177532,
0.010730110108852386,
0.006408231798559427,
0.012726770713925362,
0.010256092995405197,
-0.0034084287472069263,
0.0026898295618593693,
0.016987541690468788,
0.005695337429642677,
-0.008572200313210487,
0.010091961361467838,
0.014123796485364437,
-0.020513398572802544,
-0.01922769844532013,
-0.023804396390914917,
0.00003470497904345393,
0.0018930984660983086,
0.007236149162054062,
0.006113608367741108,
0.029099687933921814,
0.009087227284908295,
0.0054137492552399635,
0.025376908481121063,
-0.020808108150959015,
0.002115861978381872,
-0.004481813870370388,
-0.0109028872102499,
-0.022209344431757927,
-0.003285786835476756,
0.012311719357967377,
0.0013057563919574022,
-0.004744923673570156,
0.006841292604804039,
-0.003917443100363016,
0.002052850788459182,
-0.006310345605015755,
0.003584225196391344,
0.007234564982354641,
-0.0028656297363340855,
0.0038618482649326324,
-0.015476931817829609,
0.02352321520447731,
0.00999750941991806,
0.003426648210734129,
-0.010337533429265022,
0.008430611342191696,
0.009742515161633492,
-0.003473194781690836,
-0.007215829100459814,
0.013690357096493244,
0.0151616670191288,
0.00578086543828249,
-0.011717632412910461,
-0.012032301165163517
] | [
-0.009088640101253986,
0.18141579627990723,
-0.2694343030452728,
0.16717928647994995,
-0.24818138778209686,
0.14680112898349762,
0.12199193239212036,
-0.3266275227069855,
-0.18877816200256348,
-0.5204530954360962,
-0.26277485489845276,
0.37102288007736206,
-0.2556278705596924,
-0.06177438795566559,
0.02568134292960167,
0.4380742311477661,
0.6207040548324585,
0.27492430806159973,
-0.42830193042755127,
-0.19675783812999725,
-0.5036730766296387,
-0.10326969623565674,
-0.1749640256166458,
-0.2563430964946747,
0.19126065075397491,
0.2668102979660034,
0.4273608922958374,
0.3389909565448761,
-0.57744300365448,
-0.3841386139392853,
0.19946518540382385,
0.3711347281932831,
0.14623135328292847,
-0.24339085817337036,
0.1425805687904358,
-0.033142153173685074,
-0.17631107568740845,
-0.31689968705177307,
-0.04309998080134392,
-0.5737349390983582,
0.42341509461402893,
0.43867576122283936,
-0.30660107731819153,
0.43383342027664185,
-0.8632792830467224,
-0.4985909163951874,
-1.921987771987915,
0.09692569077014923,
-0.7688940167427063,
-0.2814112603664398,
-0.6006651520729065,
0.2415217012166977,
0.5253188610076904,
0.4515827000141144,
-0.14379093050956726,
0.5400949716567993,
-0.6049637198448181,
-0.0015018561389297247,
0.5434632897377014,
-0.20656882226467133,
0.011149046942591667,
-0.14160321652889252,
-0.33574917912483215,
0.026973247528076172,
-0.2372516691684723,
0.3571997880935669,
-0.11810141801834106,
-0.4060111939907074,
-0.7627078890800476,
-0.15408648550510406,
0.20430710911750793,
-0.6694415807723999,
-0.5462514758110046,
0.3201490640640259,
-0.24709662795066833,
0.5275817513465881,
0.04780387878417969,
-0.06636537611484528,
-0.23941576480865479,
0.00965240877121687,
-0.8605532050132751,
0.6784184575080872,
0.3679891526699066,
-1.0649434328079224,
0.6058114171028137,
-0.008780787698924541,
-0.47314178943634033,
0.9438817501068115,
-0.34050244092941284,
0.30386579036712646,
0.3790675401687622,
-0.7425461411476135,
0.04884327948093414,
0.3212481141090393,
0.30180275440216064,
0.1808236837387085,
0.10202953219413757,
-0.24777232110500336,
0.7357587218284607,
0.4214845597743988,
0.34336045384407043,
-0.27201196551322937,
0.7353680729866028,
0.06387774646282196,
-0.3695255219936371,
-0.3921312391757965,
-0.49901366233825684,
-0.7701239585876465,
-0.06872598826885223,
-0.0045625618658959866,
-0.450750470161438,
0.6535440683364868,
-0.12523242831230164,
-0.2329409271478653,
-0.12389789521694183,
0.0016585007542744279,
0.1640891134738922,
0.8043834567070007,
-0.49146950244903564,
0.3082415461540222,
0.12742730975151062,
0.8878441452980042,
0.7805264592170715,
0.3732508718967438,
-0.13556979596614838,
-0.21165777742862701,
0.5004286170005798,
0.8076873421669006,
-0.672978401184082,
-0.0383952260017395,
0.22990548610687256,
0.7714710831642151,
0.1426154226064682,
-0.12289724498987198,
-0.35126614570617676,
-0.5522990226745605,
0.28170520067214966,
0.1909906566143036,
0.34198397397994995,
-0.19124631583690643,
-0.5732148289680481,
-0.00037997253821231425,
-0.13208475708961487,
-0.15057387948036194,
-0.10388154536485672,
-0.5863445401191711,
-0.09567620605230331,
-0.21582387387752533,
0.08403103798627853,
-0.02341863140463829,
0.09348442405462265,
0.05930732563138008,
-0.4084513485431671,
-0.22981762886047363,
-0.2270311713218689,
0.46159684658050537,
-0.40272051095962524,
-0.02372891642153263,
-0.07953699678182602,
-0.06402017176151276,
0.0764479711651802,
0.504780650138855,
-0.8669245839118958,
-0.5747897624969482,
-0.037701286375522614,
-0.5933564901351929,
-0.21228988468647003,
0.5805004835128784,
0.02669786848127842,
0.11465044319629669,
0.37352219223976135,
-0.0786319300532341,
0.03591075912117958,
-0.5430298447608948,
0.24206258356571198,
0.4095076620578766,
-0.2544883191585541,
0.056625790894031525,
0.4869835376739502,
0.05074009671807289,
-0.7269963622093201,
0.18126267194747925,
0.42910659313201904,
-0.6600911021232605,
-0.019930679351091385,
0.3088235855102539,
0.26511111855506897,
-0.1860095113515854,
-0.3584967851638794,
-0.032075900584459305,
-0.32449573278427124,
0.024417847394943237,
0.1586407870054245,
-0.9532654881477356,
1.1066360473632812,
0.39960935711860657,
-0.4428197145462036,
1.2228493690490723,
-0.11085931956768036,
-0.04491397738456726,
-0.2528092563152313,
-0.1674337387084961,
0.3027167022228241,
-0.218181312084198,
-0.16099326312541962,
-0.06484580039978027,
0.05781029537320137,
0.13667386770248413,
-0.7647073864936829,
0.12530222535133362,
0.47630009055137634,
-0.41713204979896545,
0.47456368803977966,
-0.13506843149662018,
0.03740791976451874,
0.4486951231956482,
-0.30027928948402405,
0.13453829288482666,
-0.04935843497514725,
0.11915094405412674,
0.680383563041687,
-0.36034953594207764,
0.03704608231782913,
0.5761737823486328,
-0.46254897117614746,
0.3535799980163574,
0.6830410361289978,
0.385641872882843,
1.1916254758834839,
-0.5990438461303711,
-0.030375387519598007,
-0.2300388067960739,
0.6165791749954224,
-0.7224219441413879,
0.015065767802298069,
-0.23864281177520752,
0.2669050395488739,
0.12187386304140091,
0.4150940775871277,
0.1717499941587448,
-0.15000630915164948,
-0.08835109323263168,
-0.5452244281768799,
0.22079181671142578,
0.40173032879829407,
-0.10969040542840958,
-0.38754329085350037,
0.34690651297569275,
-0.18730683624744415,
-0.17044174671173096,
0.3888971507549286,
0.7440981864929199,
0.1279541701078415,
-0.7137411832809448,
-0.19658315181732178,
-0.39949414134025574,
-0.11091888695955276,
-0.02056322991847992,
0.6459749937057495,
0.44246140122413635,
-0.14174936711788177,
0.18501095473766327,
-0.11192166060209274,
-0.1434410810470581,
0.0329335555434227,
-0.17589695751667023,
-0.4362095892429352,
-0.8141182661056519,
0.5593816041946411,
0.6199191808700562,
0.35941338539123535,
-0.31261146068573,
-0.6471995115280151,
0.3616560697555542,
-0.19575054943561554,
-0.7282539010047913,
0.1764116734266281,
-0.048659797757864,
-0.8634012341499329,
-0.6932945847511292,
-0.2973614037036896,
0.3655553162097931,
0.816008448600769,
-0.6828864812850952,
-0.5913538932800293,
-0.170832097530365,
0.34753888845443726,
-0.09554307907819748,
-0.1604400873184204,
-0.188791885972023,
-0.21775119006633759,
0.4385651648044586,
-0.08255255222320557,
-0.2503487765789032,
0.8784690499305725,
0.40920913219451904,
0.024212194606661797,
-0.002431480912491679,
0.37793490290641785,
-0.03332218527793884,
0.4363214373588562,
0.14562386274337769,
-0.10321757197380066,
-0.16240130364894867,
-0.32463133335113525,
-0.25890082120895386,
-0.10217983275651932,
0.14878468215465546,
-5.897556781768799,
-0.11909440904855728,
-0.32372018694877625,
0.240829199552536,
-0.3206386864185333,
-0.06557480245828629,
0.7505346536636353,
-0.07671763002872467,
0.17406831681728363,
0.1323956549167633,
0.059827566146850586,
-0.1598075032234192,
-0.024682655930519104,
0.2157096564769745,
0.195956289768219,
-0.11488907784223557,
0.5022954940795898,
0.20785599946975708,
-0.1863485425710678,
0.6056990623474121,
0.17724180221557617,
0.01986452005803585,
0.2406863123178482,
0.5974565744400024,
-0.05977215990424156,
-0.24558226764202118,
-0.6269628405570984,
0.004865781404078007,
-0.25361019372940063,
-0.32555726170539856,
-0.15928059816360474,
-0.21534553170204163,
0.046850837767124176,
-0.29867473244667053,
0.11609001457691193,
0.28996405005455017,
0.4831121861934662,
-0.16874784231185913,
-0.04641182720661163,
-0.16200344264507294,
0.44442152976989746,
0.7362555861473083,
0.7044731974601746,
-0.022132955491542816,
0.2914718687534332,
0.09013504534959793,
-0.5292533040046692,
-0.45527514815330505,
-0.21407128870487213,
0.8485410809516907,
-0.23071610927581787,
-0.2626451551914215,
0.5603265166282654,
0.22436414659023285,
0.2741740942001343,
-0.28635603189468384,
0.33394303917884827,
0.06517381221055984,
-0.42829203605651855,
0.1959252953529358,
0.36471572518348694,
-0.5046703815460205,
-0.01764010637998581,
-0.5164257884025574,
-0.26304060220718384,
0.05904315784573555,
-0.8366114497184753,
-0.48588624596595764,
0.32290583848953247,
0.114308662712574,
-0.5972052812576294,
0.27406859397888184,
0.5513706803321838,
-0.3978678286075592,
0.598363995552063,
-0.19337475299835205,
0.035773903131484985,
-0.24873797595500946,
0.3033946454524994,
0.2501170337200165,
-0.2085883766412735,
-0.5709424018859863,
0.1909651905298233,
-0.05492729693651199,
0.20033766329288483,
-0.47834065556526184,
-0.4840269088745117,
0.13623520731925964,
-0.484546422958374,
0.4081772267818451,
0.8605127930641174,
0.17736153304576874,
0.11405351758003235,
0.35525834560394287,
0.5621343851089478,
0.307077556848526,
0.5077269077301025,
0.29559940099716187,
0.5299074053764343,
-0.08699893951416016,
0.9439634680747986,
-0.1740235835313797,
-0.20737601816654205,
-0.36959609389305115,
-0.061524923890829086,
-0.03913332149386406,
-0.732530415058136,
0.1784844696521759,
0.7607500553131104,
-0.6643203496932983,
-0.4056980311870575,
0.2638607919216156,
-0.4985044002532959,
0.0443556122481823,
0.27301129698753357,
0.24257217347621918,
-0.16222833096981049,
0.034991856664419174,
0.37763747572898865,
-0.2239987850189209,
0.20211170613765717,
0.15780986845493317,
-0.12131703644990921,
0.04614902660250664,
-0.11615069210529327,
-0.46889978647232056,
0.10105039924383163,
-0.08335274457931519,
0.2655130922794342,
-0.04550929367542267,
-0.0052740187384188175,
-0.39569100737571716,
-0.49264392256736755,
-0.3439251482486725,
0.40480977296829224,
-0.4419652223587036,
0.1178312674164772,
0.30007362365722656,
-0.26600411534309387,
-0.4886041283607483,
0.72479647397995,
-0.5127760171890259,
0.14947445690631866,
0.006496733985841274,
0.4422470033168793,
0.014369131997227669,
-0.20935390889644623,
-0.30118823051452637,
-0.1737111210823059,
0.3770427405834198,
-0.2916279733181,
-0.4578621983528137,
0.1888967901468277,
0.05867696925997734,
0.05606472119688988,
0.08930457383394241,
0.24461698532104492,
0.06233865022659302,
0.4108554422855377,
-0.636169970035553,
0.5110158920288086,
-0.14590570330619812,
-0.6501267552375793,
0.050893958657979965,
0.2460927516222,
0.303682804107666,
-0.625407874584198,
-0.04923270642757416,
-0.37230896949768066,
0.3667166829109192,
-0.03732828050851822,
-0.3754621148109436,
-0.4321865141391754,
-0.32154467701911926,
0.05015087500214577,
-0.025354843586683273,
0.25896504521369934,
0.2522011399269104,
0.24004800617694855,
0.053086306899785995,
-0.1589689403772354,
-0.33956512808799744,
0.08793311566114426,
0.552750825881958,
0.6007353067398071,
-0.36495479941368103,
0.3425127863883972,
0.18038310110569,
-0.9521927833557129,
-0.6239748001098633,
0.371233731508255,
0.19097885489463806,
0.42624327540397644,
-0.12745080888271332,
0.06711925566196442,
-0.33129820227622986,
0.11557858437299728,
-0.02142864465713501,
-0.2907489538192749,
0.14775140583515167,
0.14644873142242432,
0.22542835772037506,
-0.4044186770915985,
0.15851205587387085,
0.331329345703125,
-0.6103451251983643,
-0.3245801329612732,
-0.2605537474155426,
-0.3833887577056885,
-0.20910899341106415,
-0.1722448468208313,
-0.14408831298351288,
-0.4939943552017212,
-0.44987279176712036,
0.10241440683603287,
-0.4007985293865204,
0.3164694607257843,
-0.14397630095481873,
-0.19165447354316711,
0.40055716037750244,
0.13588154315948486,
-0.423520028591156,
-0.33038225769996643,
-0.10003932565450668,
0.058141306042671204,
0.3831096291542053,
0.03174803778529167,
-0.41301223635673523,
-0.20427878201007843,
0.25480353832244873,
-0.15836888551712036,
-0.036595169454813004,
0.17439915239810944,
0.4904061257839203,
-0.48225077986717224,
-0.48101967573165894,
-0.004823666997253895,
0.44567352533340454,
0.14473721385002136,
0.23847396671772003,
0.29232898354530334,
0.47016456723213196,
-0.0230783112347126,
-0.15725363790988922,
-0.1466847062110901,
0.37995147705078125,
0.6252064108848572,
-0.8013360500335693,
-0.8720323443412781,
0.12458909302949905,
0.015309575013816357,
-0.16501547396183014,
0.21980758011341095,
-0.29969581961631775,
0.554105818271637,
0.15915179252624512,
-0.202311709523201,
-0.4368584156036377,
0.1828690618276596,
0.561579704284668,
0.16967269778251648,
-0.009137759916484356,
-0.2482444792985916,
-0.44784554839134216,
0.5386371612548828,
0.15275277197360992,
-0.5372269749641418,
-0.3075299561023712,
0.5673783421516418,
-0.6243453025817871,
-0.24129919707775116,
-0.3670024871826172,
0.32971087098121643,
0.49612486362457275,
0.6018534898757935,
-0.04578050971031189,
-0.4894008934497833,
-0.06776174157857895,
-0.16385692358016968,
-0.1507306843996048,
-0.2373642474412918,
-0.2832638621330261,
-0.07715556025505066,
-0.027407247573137283,
0.591296374797821,
0.2304515242576599,
-0.15532951056957245,
-0.24787551164627075,
-0.23586472868919373,
-0.07550950348377228,
-0.6058222055435181,
0.5356938242912292,
-0.20654961466789246,
0.05910829082131386,
-0.2296515256166458,
0.18933215737342834,
0.3752262592315674,
0.23537403345108032,
-0.3566582202911377,
-0.268235981464386,
0.3754582107067108,
0.33405134081840515,
0.5822992920875549,
-0.9408486485481262,
0.42140060663223267,
0.02256208099424839,
0.10988398641347885,
0.19819647073745728,
0.15220028162002563,
-0.337128221988678,
0.2078174650669098,
0.19657239317893982,
0.1427091509103775,
0.15074323117733002,
-0.13101984560489655,
0.1850290298461914,
0.6024186611175537,
-0.2793745994567871,
0.8484694361686707,
0.30841416120529175,
0.27620929479599,
0.13632036745548248,
0.2790164649486542,
-0.01018704567104578,
-0.5811412334442139,
0.7152498364448547,
-0.0018765602726489305,
0.16574889421463013,
0.09957148879766464,
0.05343518778681755,
0.45766428112983704,
0.9964962005615234,
-0.15680812299251556,
-0.18844115734100342,
0.012356533668935299,
-0.14861582219600677,
0.2518974840641022,
-0.36463218927383423,
0.051800068467855453,
0.0856085866689682,
0.3595571517944336,
0.23390690982341766,
-0.5244283080101013,
0.11948740482330322,
-0.05639981850981712,
0.19567915797233582,
0.8288931250572205,
0.318438321352005,
-0.45849302411079407,
0.729577898979187,
0.30824172496795654,
0.2838962972164154,
0.33001193404197693,
0.3092060089111328,
-0.518552303314209,
-0.5569478273391724,
0.23157258331775665,
-0.20170912146568298,
-0.009314882569015026,
0.2921413481235504,
-0.012301803566515446,
0.9497561454772949,
-0.5725051164627075,
-0.0997314304113388,
-0.2901948094367981,
-0.017326930537819862,
0.5145536065101624,
0.3799900710582733,
0.30163246393203735,
-0.10945495218038559,
-0.092719666659832,
0.29374366998672485,
-0.14898264408111572,
0.13316389918327332,
-0.2286052256822586,
-0.5037037134170532,
0.5083301663398743,
0.2018478959798813,
-0.052656643092632294,
0.39937683939933777,
0.15623338520526886,
0.18279817700386047,
-0.5702590942382812,
0.12198129296302795,
0.11449026316404343,
-0.10848329216241837,
0.3141975700855255,
0.32390108704566956,
-0.10041478276252747,
0.3423679769039154,
-0.007470378186553717,
-0.5924569368362427,
-0.5272418260574341,
0.19642245769500732,
-0.10368701070547104,
0.2480037361383438,
-0.4375668168067932,
1.1633529663085938,
0.13034529983997345,
-0.3568305969238281,
-0.4102031886577606,
-0.1638464629650116,
0.2941090166568756,
0.4198776185512543,
-0.45014944672584534,
0.3035731017589569,
-0.5187956094741821,
-0.21648262441158295,
-1.0830321311950684,
0.07469317317008972,
0.6099417805671692,
0.2672099173069,
-0.16990764439105988,
-0.14489327371120453,
0.2408488541841507,
-0.3765200972557068,
-0.2142854630947113,
-0.032921139150857925,
0.03124455362558365,
-0.19261392951011658,
0.19130685925483704,
0.09216801077127457,
0.5236552953720093,
-0.254671186208725,
0.1378166824579239,
-0.37301915884017944,
-0.012086963281035423,
0.45970529317855835,
-0.6037555932998657,
0.1837744563817978,
0.08866007626056671,
-0.18246152997016907,
-0.03773608058691025,
0.7368269562721252,
-0.13561002910137177,
0.03734852373600006,
-0.42053622007369995,
0.23835529386997223,
0.46284160017967224,
-0.2818209230899811,
-0.21488633751869202,
-0.04545627906918526,
-0.3167194724082947,
0.09054116159677505,
-0.30330607295036316,
0.6661199927330017,
-0.2475241720676422,
-0.18650801479816437,
-0.5704792737960815,
0.24974174797534943,
0.17319315671920776,
-0.258268803358078,
-0.5469617247581482,
-0.1088634803891182,
-0.6521162390708923,
-0.19981300830841064,
0.01413749810308218,
-0.39511406421661377,
-0.045209962874650955,
-0.18401099741458893
] |
Polymorphic encryption and Pseudonymisation, abbreviated as PEP, form a novel approach for the management of sensitive personal data, especially in health care. Traditional encryption is rather rigid: once encrypted, only one key can be used to decrypt the data. This rigidity is becoming an every greater problem in the context of big data analytics, where different parties who wish to investigate part of an encrypted data set all need the one key for decryption. Polymorphic encryption is a new cryptographic technique that solves these problems. Together with the associated technique of polymorphic pseudonymi-sation new security and privacy guarantees can be given which are essential in areas such as (personalised) healthcare, medical data collection via self-measurement apps, and more generally in privacy-friendly identity management and data analytics. The key ideas of polymorphic encryption are: 1. Directly after generation, data can be encrypted in a 'polymorphic' manner and stored at a (cloud) storage facility in such a way that the storage provider cannot get access. Crucially, there is no need to a priori fix who gets to see the data, so that the data can immediately be protected. For instance a PEP-enabled self-measurement device will store all its measurement data in polymorphically encrypted form in a back-end data base. 2. Later on it can be decided who can decrypt the data. This decision will be made on the basis of a policy, in which the data subject should play a key role. The user of the PEP-enabled device can, for instance, decide that doctors X, Y, Z may at some stage decrypt to use the data in their diagnosis, or medical researcher groups A, B, C may use it for their investigations, or third parties U, V, W may use it for additional services, etc. 3. This 'tweaking' of the encrypted data to make it decryptable by a specific party can be done in a blind manner. It will have to be done by a trusted party who knows how to tweak the ciphertext for whom. This PEP technology can provide the necessary security and privacy infrastructure for big data analytics. People can entrust their data in polymorphically encrypted form, and each time decide later to make (parts of) it available (de-cryptable) for specific parties, for specific analysis purposes. In this way users remain in control, and can monitor which of their data is used where by whom for which purposes. The … | [
0.004107038490474224,
0.011456888169050217,
-0.010942628607153893,
0.00705986050888896,
-0.030585721135139465,
-0.00027895852690562606,
0.008188611827790737,
-0.027876976877450943,
-0.007808639667928219,
-0.011678840965032578,
-0.00993356667459011,
0.007854579947888851,
0.00844461377710104,
0.007907457649707794,
-0.007450259290635586,
-0.00834860373288393,
-0.0004497414920479059,
0.006252793129533529,
0.006233060732483864,
0.007097295951098204,
-0.01047866977751255,
0.018735244870185852,
0.006871084216982126,
0.0003881729207932949,
0.018583856523036957,
0.006063398905098438,
0.018153052777051926,
-0.002498885616660118,
-0.007805767469108105,
-0.013844480738043785,
0.01614093966782093,
-0.005528646521270275,
0.0004752380773425102,
-0.013188382610678673,
-0.0005927587044425309,
0.018355894833803177,
0.001606283476576209,
0.011782586574554443,
0.015606198459863663,
-0.004519694484770298,
-0.005747462157160044,
-0.01216085534542799,
0.0008713325369171798,
-0.0034235608763992786,
-0.003398099448531866,
-0.013094019144773483,
-0.0004899038467556238,
-0.0028351035434752703,
-0.007848606444895267,
0.004337321035563946,
-0.009305615909397602,
0.006948564201593399,
-0.0012431954964995384,
0.007520157843828201,
-0.004497832618653774,
-0.0160691998898983,
0.012256558984518051,
0.0025924453511834145,
-0.018940355628728867,
-0.023173989728093147,
0.018585465848445892,
0.013567994348704815,
0.005148390773683786,
0.010407226160168648,
-0.0157109797000885,
-0.06779318302869797,
-0.022130019962787628,
0.009048843756318092,
-0.000544694543350488,
-0.010516072623431683,
-0.008438325487077236,
0.008770106360316277,
-0.010750651359558105,
-0.012895586900413036,
0.019216805696487427,
-0.018943458795547485,
0.001634274609386921,
0.0178751852363348,
0.019948318600654602,
0.004815760534256697,
-0.015296068042516708,
-0.005145167000591755,
0.000780048780143261,
0.0036416398361325264,
-0.0199283417314291,
0.02022496983408928,
-0.012771659530699253,
0.025239117443561554,
-0.023659389466047287,
0.010201479308307171,
0.014398065395653248,
-0.018911251798272133,
0.0005458106752485037,
0.009798947721719742,
-0.01283702440559864,
0.013222621753811836,
-0.00778922438621521,
0.004607937298715115,
-0.009241954423487186,
0.005515212193131447,
-0.006950154434889555,
-0.0014399958308786154,
0.013322867453098297,
0.015714360401034355,
-0.0087385643273592,
0.011232998222112656,
0.005350975785404444,
0.007941465824842453,
0.0026533775962889194,
0.005668708123266697,
-0.004732741974294186,
0.00069809565320611,
-0.025362566113471985,
-0.015259266830980778,
-0.008927912451326847,
0.017276063561439514,
-0.01717868633568287,
-0.013352514244616032,
0.011643854901194572,
-0.010193847119808197,
-0.0022785209584981203,
-0.0007976971101015806,
0.013821246102452278,
0.022648751735687256,
0.005738514941185713,
0.007959410548210144,
0.000023404601961374283,
-0.0011920938268303871,
0.009215574711561203,
-0.00984106957912445,
-0.009189278818666935,
0.007361079100519419,
-0.0012409283081069589,
-0.010870805941522121,
0.02371903322637081,
-0.006795085500925779,
0.011646142229437828,
-0.004916603211313486,
0.005851988680660725,
-0.00475549791008234,
0.019277313724160194,
0.003368198638781905,
0.005605011247098446,
0.011245586909353733,
0.014263369143009186,
0.0008867384167388082,
-0.00814148411154747,
0.004930757451802492,
-0.004611151292920113,
-0.00427113426849246,
0.014233982190489769,
0.00752277672290802,
-0.009183645248413086,
-0.006300004199147224,
-0.021510964259505272,
0.015543032437562943,
-0.008424833416938782,
0.009415753185749054,
-0.005072042346000671,
0.011179385706782341,
0.011711499653756618,
0.026200247928500175,
0.011595474556088448,
0.005817916244268417,
0.01975705847144127,
-0.03261924535036087,
0.001585527090355754,
-0.006618586368858814,
-0.027933893725275993,
0.006032508797943592,
-0.008357951417565346,
0.014206425286829472,
0.027433423325419426,
0.005651790648698807,
0.016982775181531906,
-0.0022182210814207792,
0.0070235226303339005,
0.005921670701354742,
-0.014363468624651432,
0.06733551621437073,
0.003739624749869108,
0.005609422922134399,
-0.010602639988064766,
0.029033822938799858,
0.005748507101088762,
0.0031926962547004223,
0.007170089054852724,
-0.0012224558740854263,
0.009489237330853939,
0.0005422553513199091,
-0.02323082834482193,
-0.009509274736046791,
0.01585850864648819,
0.014696997590363026,
-0.011020230129361153,
0.0034698338713496923,
-0.028097713366150856,
0.00409313477575779,
-0.017993895336985588,
0.0137106254696846,
0.0182998888194561,
-0.002808546181768179,
0.010850194841623306,
-0.013806592673063278,
-0.02650810405611992,
0.01211920939385891,
-0.010653816163539886,
-0.006764823105186224,
0.0034681002143770456,
0.01395100262016058,
0.013498194515705109,
-0.017069630324840546,
-0.0031064667273312807,
-0.0055982680059969425,
-0.0018777491059154272,
-0.012217222712934017,
-0.006958182901144028,
-0.006812333129346371,
0.022085126489400864,
-0.009407153353095055,
0.002647002227604389,
-0.002338329330086708,
0.020609557628631592,
-0.005859812721610069,
0.01270473375916481,
0.00798628106713295,
0.004321765154600143,
0.007311578840017319,
-0.01842416450381279,
0.005724644288420677,
-0.00034340342972427607,
0.014129456132650375,
-0.008488662540912628,
-0.006119969766587019,
0.0399554967880249,
-0.010572847910225391,
0.004510947968810797,
-0.012080861255526543,
0.0044395094737410545,
-0.011781763285398483,
-0.011410278268158436,
0.024822935461997986,
-0.0034559485502541065,
-0.02930178865790367,
0.022763334214687347,
0.026362543925642967,
0.0052428338676691055,
-0.00011620600707828999,
0.026302020996809006,
0.014841962605714798,
0.00542759895324707,
0.00623984495177865,
0.023941803723573685,
-0.015524031594395638,
0.0061179473996162415,
-0.0022235792130231857,
-0.008922337554395199,
-0.024543294683098793,
0.02033163607120514,
-0.013522223569452763,
0.0019572279416024685,
0.009256040677428246,
-0.007264803163707256,
-0.01985097862780094,
0.01609243080019951,
-0.009985561482608318,
0.0013910533161833882,
0.008760423399508,
0.0012410255149006844,
-0.003592500928789377,
0.004577801562845707,
-0.005862935911864042,
-0.0035866880789399147,
-0.08220353722572327,
-0.008275402709841728,
-0.016673551872372627,
0.024774208664894104,
0.0058697485364973545,
0.005454005673527718,
0.0080206748098135,
-0.01233759056776762,
-0.016512464731931686,
-0.013255244120955467,
0.03134596347808838,
-0.008119219914078712,
-0.008629970252513885,
0.006316091399639845,
0.0020228042267262936,
-0.008300337940454483,
0.004265994299203157,
0.0035375950392335653,
0.005192918702960014,
-0.0049643442034721375,
-0.0067807347513735294,
0.021062426269054413,
-0.013258883729577065,
-0.004736735951155424,
-0.027441497892141342,
0.00807466171681881,
-0.0008749803528189659,
0.013887123204767704,
-0.010171273723244667,
-0.004499578848481178,
-0.005420561879873276,
0.003305394435301423,
0.011090178042650223,
-0.0019429149106144905,
-0.025997942313551903,
-0.0091164018958807,
-0.011766303330659866,
-0.008876434527337551,
-0.018965063616633415,
0.042653888463974,
-0.024977758526802063,
0.007534788455814123,
0.0008310545235872269,
-0.005808704532682896,
-0.0036994756665080786,
-0.0040509081445634365,
0.002709305379539728,
0.0044777486473321915,
0.010590244084596634,
-0.013516154140233994,
-0.012403329834342003,
-0.00920572318136692,
-0.020060507580637932,
0.014116035774350166,
-0.00892622396349907,
-0.011242559179663658,
0.014815683476626873,
0.015522264875471592,
-0.00995117798447609,
-0.008370756171643734,
-0.014360318891704082,
0.024921663105487823,
0.02939556911587715,
0.0006599863991141319,
0.006201534532010555,
0.004121704027056694,
0.02034556120634079,
0.01015542633831501,
-0.006460543721914291,
0.009323539212346077,
0.015769705176353455,
-0.006517867557704449,
0.004956839606165886,
0.0007410689722746611,
0.01584446430206299,
-0.013244697824120522,
-0.0055710989981889725,
0.004586459137499332,
-0.018084529787302017,
-0.01676076278090477,
-0.0428202822804451,
0.008219234645366669,
0.013992581516504288,
-0.01654721237719059,
0.0005757510662078857,
0.025681428611278534,
0.003692879807204008,
0.001164482906460762,
0.014831719920039177,
-0.007367846090346575,
-0.023766465485095978,
0.02738317847251892,
-0.016962183639407158,
0.009249620139598846,
-0.024442538619041443,
-0.03187207132577896,
0.015615771524608135,
-0.009881256148219109,
0.013178441673517227,
0.007195688784122467,
-0.003812079783529043,
0.006287818308919668,
-0.017492230981588364,
-0.011666383594274521,
-0.008603587746620178,
0.006779746618121862,
-0.0018591517582535744,
0.012233424000442028,
-0.01360703818500042,
-0.001929364399984479,
0.00411200849339366,
-0.0021987571381032467,
-0.007858247496187687,
-0.005841532722115517,
0.007631819695234299,
-0.016225406900048256,
0.0033417653758078814,
-0.00037041259929537773,
0.07380759716033936,
0.009294554591178894,
0.005060106050223112,
-0.01825197972357273,
-0.010208172723650932,
-0.014267655089497566,
0.0025607100687921047,
0.009409759193658829,
0.03230379894375801,
0.008450908586382866,
0.009078489616513252,
-0.003810887224972248,
0.01241711713373661,
-0.009632013738155365,
-0.017558986321091652,
-0.0055366866290569305,
-0.020832210779190063,
-0.013290617614984512,
0.016082031652331352,
0.00893836934119463,
-0.0002985732862725854,
-0.01998903788626194,
0.007367778103798628,
-0.006229284685105085,
-0.020213492214679718,
-0.023535728454589844,
-0.005416457541286945,
-0.01088301558047533,
-0.0005182267632335424,
0.008510639891028404,
0.01550099067389965,
0.0077710235491395,
-0.004384621977806091,
-0.017136596143245697,
0.023820264264941216,
0.031171560287475586,
0.020147720351815224,
-0.00887936819344759,
-0.014669026248157024,
0.004939504433423281,
0.02538851462304592,
-0.017551453784108162,
-0.02370857261121273,
0.007854357361793518,
-0.0027792223263531923,
0.018944524228572845,
-0.00017143541481345892,
-0.006391022354364395,
-0.008515231311321259,
-0.018303021788597107,
-0.0052178953774273396,
0.0074745770543813705,
0.008637111634016037,
0.02244602143764496,
0.019480176270008087,
0.012195619754493237,
0.01616298407316208,
-0.0059828320518136024,
-0.004060662817209959,
0.03860237076878548,
-0.02554294839501381,
-0.012964137829840183,
0.00465700076892972,
-0.000017038313671946526,
-0.013455791398882866,
-0.012540103867650032,
0.027598412707448006,
-0.011147948913276196,
0.0075599756091833115,
-0.029120897874236107,
-0.007818523794412613,
0.00118763349018991,
0.008497287519276142,
-0.012588008306920528,
0.004862094298005104,
0.0020392469596117735,
-0.0031250505708158016,
-0.003358254674822092,
-0.003548205364495516,
0.009923183359205723,
0.010583759285509586,
0.024045560508966446,
-0.023513510823249817,
-0.014466322027146816,
-0.0012190539855509996,
0.01225604210048914,
0.008514386601746082,
-0.0755767747759819,
-0.018969232216477394,
0.008152634836733341,
-0.003336865920573473,
-0.03300996497273445,
0.0013862205669283867,
0.00009623268852010369,
-0.0036759052891284227,
0.009326725266873837,
-0.007238914258778095,
0.02540421299636364,
-0.011101096868515015,
-0.011051002889871597,
-0.007444625720381737,
0.006484931334853172,
0.01112198643386364,
-0.0004820773610845208,
0.004959719255566597,
0.00023287569638341665,
-0.02672170102596283,
-0.00021843984723091125,
0.002171155996620655,
-0.0144857969135046,
-0.003963992930948734,
-0.017149467021226883,
-0.08263935148715973,
0.005514724645763636,
0.0022148843854665756,
0.007445562165230513,
-0.018078550696372986,
0.010102465748786926,
0.016883336007595062,
-0.015809323638677597,
-0.019091129302978516,
-0.00992787629365921,
-0.013483632355928421,
0.010157225653529167,
0.00875575840473175,
0.013332727365195751,
-0.012042943388223648,
-0.0049895308911800385,
0.016976751387119293,
0.0009976946748793125,
0.006826194003224373,
0.0024185169022530317,
-0.0056220656260848045,
0.0083408672362566,
-0.009098602458834648,
-0.005980938673019409,
-0.005594166927039623,
-0.018764283508062363,
-0.01582515984773636,
0.007193875499069691,
-0.0014495647046715021,
-0.01811813935637474,
-0.00430762255564332,
-0.005452001467347145,
-0.0017072611954063177,
-0.019021054729819298,
0.001995036844164133,
-0.006283281370997429,
-0.012952078133821487,
0.008172653615474701,
0.0032986532896757126,
-0.017140187323093414,
0.003493684343993664,
-0.019621843472123146,
-0.018200211226940155,
0.0054317498579621315,
-0.026507843285799026,
-0.0034914985299110413,
0.0019242577254772186,
-0.00787078682333231,
0.003467434784397483,
-0.004476789850741625,
0.0037078862078487873,
0.015026582404971123,
0.01022236980497837,
-0.015032552182674408,
0.008243457414209843,
0.0034328713081777096,
-0.007893971167504787,
0.016856446862220764,
-0.00042010238394141197,
0.0006876247352920473,
-0.004237644374370575,
0.011867603287100792,
-0.003091800957918167,
0.072481170296669,
-0.015233763493597507,
0.006787066347897053,
-0.02781176008284092,
-0.005953846033662558,
0.0019253750797361135,
0.0019459333270788193,
-0.003659356851130724,
0.011626044288277626,
-0.0072343479841947556,
0.009651536121964455,
-0.0035253693349659443,
-0.025263987481594086,
0.00807673018425703,
0.012930884957313538,
-0.01593908853828907,
-0.005553112365305424,
0.012113906443119049,
0.024985352531075478,
-0.010653056204319,
-0.022355549037456512,
0.016713261604309082,
0.003717421554028988,
0.010292919352650642,
-0.005622527562081814,
0.0034182926174253225,
-0.00949659664183855,
-0.007680490612983704,
-0.006680254824459553,
-0.0025851058308035135,
-0.007101145107299089,
-0.0017092772759497166,
0.0007667454774491489,
0.0020818414632230997,
0.010430475696921349,
0.0034258218947798014,
0.0028703499119728804,
0.0033177330624312162,
-0.006464251317083836,
0.002079196274280548,
-0.00901281088590622,
0.005453633144497871,
0.0009478622814640403,
-0.0039586215279996395,
0.03026670217514038,
0.00048546912148594856,
0.012914933264255524,
0.04407341033220291,
0.019433986395597458,
0.0057323952205479145,
-0.01797798089683056,
-0.002433073241263628,
0.0020352178253233433,
0.00575932627543807,
-0.004259062465280294,
0.008154042065143585,
-0.003667800920084119,
-0.0001965304254554212,
-0.021487757563591003,
0.0002657347358763218,
0.011700348928570747,
-0.009388482198119164,
0.004734409041702747,
0.000019219412934035063,
0.005210107192397118,
0.0067734187468886375,
-0.01567695662379265,
-0.015151207335293293,
0.0036399182863533497,
0.011694500222802162,
0.0034994587767869234,
0.0020594678353518248,
0.0056064678356051445,
-0.0023282368201762438,
0.002149749081581831,
0.001961633563041687,
-0.010565510019659996,
-0.001011858694255352,
0.024570336565375328,
0.0016625295393168926,
-0.008604313246905804,
0.01822528801858425,
0.017255261540412903,
0.029394403100013733,
0.002698599360883236,
-0.0033511382061988115,
0.008411473594605923,
-0.0031133638694882393,
-0.0001291006337851286,
0.006156093440949917,
0.007427743636071682,
0.000016796519048511982,
0.0050535378977656364,
0.0045244209468364716,
0.008421254344284534,
0.032816991209983826,
0.012604724615812302,
0.004931449890136719,
-0.01840633898973465,
0.006334318779408932,
0.0011722976341843605,
-0.01889101415872574,
-0.016739269718527794,
-0.01484377309679985,
0.013963684439659119,
0.005148323252797127,
-0.007040934171527624,
-0.006715216673910618,
0.005632549058645964,
0.0015203234506770968,
-0.03367893397808075,
-0.003314355853945017,
0.011440129950642586,
-0.012043807655572891,
0.008940606378018856,
-0.009788093157112598,
-0.01794593781232834,
-0.013428283855319023,
-0.002668696455657482,
-0.00460257800295949,
-0.011301502585411072,
-0.012488137930631638,
0.0072493767365813255,
0.001448651310056448,
-0.006381908897310495,
-0.004442631267011166,
-0.007722795940935612,
0.026322972029447556,
-0.002622071886435151,
0.002769004087895155,
0.019853152334690094,
-0.03242148458957672,
-0.016524478793144226,
0.029250554740428925,
0.011976025067269802,
-0.0068573602475225925,
-0.006871053017675877,
-0.008129907771945,
-0.0074530430138111115,
0.005509290844202042,
0.017091786488890648,
-0.009760353714227676,
0.00961768813431263,
0.014918658882379532,
0.006226774305105209,
0.015354735776782036,
0.006132633425295353,
-0.002306101843714714,
-0.0029056305065751076,
0.002478993032127619,
0.016993485391139984,
-0.010425328277051449,
0.01931275799870491,
-0.007160455919802189,
0.02283298969268799,
0.016980167478322983,
-0.0069773560389876366,
-0.029842138290405273,
-0.015440174378454685,
0.007880195043981075,
-0.005759627558290958,
0.02221318893134594,
-0.016399424523115158,
-0.002711039735004306,
0.007178473751991987,
-0.02846783958375454,
-0.010843992233276367,
0.0057037207297980785,
-0.027706187218427658,
0.024384286254644394,
-0.00011661695316433907,
-0.007698029279708862,
-0.015568277798593044,
-0.014240385964512825,
-0.0033120359294116497,
-0.008225562982261181,
-0.004477590322494507,
0.008396931923925877,
-0.0006316805956885219,
0.00895002856850624,
0.011817053891718388,
0.00038688548374921083,
-0.0032759523019194603,
-0.007519493345171213,
-0.010254818014800549,
0.004312074743211269,
-0.01221074815839529,
0.010672803968191147,
-0.008945174515247345,
0.0022215452045202255,
0.0013786638155579567,
0.008737094700336456,
-0.0016008608508855104,
-0.012725618667900562,
-0.004429079592227936,
-0.010608778335154057,
0.007020649034529924,
-0.025720268487930298,
0.015593381598591805,
-0.001859138486906886,
0.010954746976494789,
-0.007494531571865082
] | [
0.35799703001976013,
-0.1627991944551468,
-0.17706039547920227,
0.25532710552215576,
0.14570994675159454,
-0.29521358013153076,
0.10590536147356033,
0.15148542821407318,
0.0724821612238884,
-0.34544509649276733,
-0.3906284272670746,
0.38566580414772034,
-0.3229743540287018,
-0.20296791195869446,
-0.509765088558197,
0.2449578493833542,
0.3517962396144867,
0.5901007652282715,
-0.03655257821083069,
-0.259740948677063,
-0.46368682384490967,
0.0000585629022680223,
-0.24172012507915497,
-0.42013269662857056,
0.11052161455154419,
0.17035521566867828,
0.0434512235224247,
-0.3565269708633423,
-0.5613035559654236,
0.12313351780176163,
0.38748595118522644,
0.38436955213546753,
0.12522120773792267,
-0.10684040188789368,
0.3816405236721039,
-0.057097990065813065,
-0.33677250146865845,
-0.2369212955236435,
0.14366181194782257,
-0.2141631692647934,
0.23294125497341156,
-0.22473543882369995,
0.18875174224376678,
0.06037953123450279,
-0.26797956228256226,
-0.6664343476295471,
-1.564712405204773,
0.40579894185066223,
-0.3960699439048767,
-0.3628203868865967,
-0.15933330357074738,
-0.05793364718556404,
-0.14825911819934845,
0.5782210826873779,
0.33654990792274475,
-0.009835844859480858,
-0.47243303060531616,
-0.5761734843254089,
0.4235764741897583,
-0.037678465247154236,
0.07739698141813278,
-0.002422880381345749,
-0.241649329662323,
0.1012222170829773,
0.18269877135753632,
0.4742653965950012,
-0.09528476744890213,
-0.003533894894644618,
-1.0487987995147705,
-0.6997984647750854,
0.18784034252166748,
-0.2741467356681824,
-0.17909462749958038,
-0.3922160565853119,
-0.5058579444885254,
0.22913070023059845,
-0.18458883464336395,
-0.21842266619205475,
0.5398451089859009,
0.3597617447376251,
0.06994776427745819,
0.4764077663421631,
-0.1895008236169815,
0.06465402245521545,
0.4020935297012329,
0.0671476349234581,
-0.21924374997615814,
0.7957812547683716,
0.01351467426866293,
0.028500854969024658,
0.39754971861839294,
-0.3010115623474121,
0.40803176164627075,
0.05750131234526634,
0.1703009456396103,
0.3809954822063446,
-0.1741887480020523,
0.06762446463108063,
0.3973543345928192,
0.28089869022369385,
-0.1158401295542717,
-0.16324441134929657,
-0.2859436869621277,
-0.5453246235847473,
-0.41924190521240234,
-0.16005811095237732,
-0.37481388449668884,
-0.09880910068750381,
0.046506118029356,
0.17197518050670624,
-0.4946101903915405,
0.3882104158401489,
-0.3202211260795593,
0.017513830214738846,
-0.5690504312515259,
-0.046122774481773376,
0.19255568087100983,
0.1794748157262802,
-0.09394199401140213,
0.3407214283943176,
-0.4301489293575287,
0.6327992677688599,
0.08386313170194626,
0.13681860268115997,
0.6598135828971863,
0.03371588513255119,
0.5620248913764954,
0.9774565100669861,
-0.28582072257995605,
0.17068496346473694,
0.2936950922012329,
1.0892369747161865,
0.03588108345866203,
0.1020294800400734,
0.04963589087128639,
-0.6653592586517334,
-0.017324402928352356,
0.15619206428527832,
0.42247629165649414,
-0.1301107555627823,
-0.19157011806964874,
-0.25305575132369995,
-0.06425745040178299,
0.10954141616821289,
-0.2847346365451813,
0.03143741935491562,
-0.1581754982471466,
0.14209385216236115,
-0.026361126452684402,
-0.2504679560661316,
0.467120498418808,
-0.34642016887664795,
-0.09806235134601593,
-0.05019407719373703,
-0.05918324366211891,
-0.035039953887462616,
0.2478708177804947,
-0.2166299670934677,
-0.27523359656333923,
-0.15468434989452362,
-0.21576115489006042,
-0.1608537882566452,
-0.9274682998657227,
0.38050925731658936,
0.2609117925167084,
-0.17676249146461487,
0.2957160770893097,
0.7396444082260132,
0.1662292182445526,
0.4289606511592865,
-0.46395188570022583,
0.34995919466018677,
0.05777555704116821,
-0.5661531686782837,
0.2595309019088745,
0.5518372654914856,
-0.1893727332353592,
-0.06664677709341049,
0.536486804485321,
0.1461358517408371,
-0.8277179002761841,
0.5471922755241394,
-0.025324350222945213,
-0.40843328833580017,
0.11333062499761581,
0.31208986043930054,
0.3471364974975586,
-0.1156218871474266,
-0.01990867778658867,
-0.15186753869056702,
-0.7089530229568481,
0.04006520286202431,
0.2002367228269577,
-0.49813413619995117,
1.008521556854248,
-0.24191871285438538,
-0.35372671484947205,
1.3068346977233887,
-0.2410985678434372,
0.07733603566884995,
-0.25695446133613586,
0.09104699641466141,
0.2887760102748871,
-0.32545557618141174,
-0.8899489641189575,
0.055690355598926544,
0.2679292857646942,
-0.06695207208395004,
-0.2522650361061096,
-0.2467944175004959,
0.8894944190979004,
-0.07731672376394272,
-0.18999451398849487,
0.03923607990145683,
-0.30735453963279724,
0.31660720705986023,
-0.43969908356666565,
0.12136362493038177,
0.21577022969722748,
-0.21645547449588776,
0.0647677630186081,
-0.6040034294128418,
-0.026066670194268227,
0.565461277961731,
0.02452583983540535,
0.8746601343154907,
0.46462249755859375,
0.09112190455198288,
0.8348020911216736,
-0.3015078604221344,
0.2172197550535202,
-0.23154139518737793,
0.3787570595741272,
-0.5215011239051819,
-0.19610601663589478,
0.2293025553226471,
0.02981528453528881,
-0.7191576361656189,
0.5674145817756653,
-0.2926394045352936,
0.09867963939905167,
-0.005041679833084345,
-0.25454720854759216,
0.07482052594423294,
0.11616481840610504,
-0.10183754563331604,
-0.3178381621837616,
0.17047427594661713,
-0.20404109358787537,
0.3183423578739166,
-0.27173587679862976,
0.42942869663238525,
-0.32592612504959106,
-0.3916691839694977,
0.5822734236717224,
0.014425527304410934,
-0.33866995573043823,
0.28592175245285034,
-0.05535402521491051,
-0.40115705132484436,
-0.3852982521057129,
0.5990261435508728,
-0.07512597739696503,
0.12298830598592758,
-0.25980299711227417,
-0.015767846256494522,
-0.2727498412132263,
0.301491379737854,
0.3960166275501251,
0.3405320346355438,
0.18930833041667938,
0.06731539219617844,
-1.0001047849655151,
0.336518257856369,
-0.7918165922164917,
-0.3444901704788208,
0.05802851542830467,
0.4190407693386078,
-0.25424882769584656,
-0.6489107608795166,
-0.3192123472690582,
0.26012706756591797,
0.3248363137245178,
-0.8225142955780029,
-0.48729896545410156,
-0.49768251180648804,
0.3259837329387665,
-0.5142096877098083,
-0.7103894352912903,
-0.2627928853034973,
-0.16550743579864502,
0.31239646673202515,
-0.3299437165260315,
0.11995792388916016,
0.38194000720977783,
0.17558617889881134,
-0.029532941058278084,
0.39651066064834595,
0.5823206305503845,
0.2183161973953247,
0.20239846408367157,
0.03124101273715496,
0.09652797877788544,
-0.515641987323761,
0.1119818240404129,
-0.22354157269001007,
-0.2746744155883789,
0.1716615855693817,
-6.065774917602539,
0.32589709758758545,
-0.08719348907470703,
0.08186100423336029,
-0.30114510655403137,
0.24869965016841888,
1.0893347263336182,
-0.334409236907959,
-0.24370719492435455,
-0.18607951700687408,
0.058072298765182495,
0.4865313172340393,
0.5147368907928467,
0.3485298454761505,
0.08184495568275452,
0.0711296945810318,
0.5188423991203308,
-0.12900520861148834,
0.14476411044597626,
0.2160092443227768,
0.06941897422075272,
0.3153506815433502,
0.3029863238334656,
0.458720862865448,
0.29838886857032776,
-0.2843916416168213,
-0.1121930480003357,
0.3341415226459503,
-0.1868017166852951,
-0.2750513255596161,
0.25292012095451355,
-0.055822357535362244,
0.3493849039077759,
0.11461319029331207,
-0.03611009195446968,
0.09519003331661224,
0.6347489356994629,
-0.12589234113693237,
-0.4883860647678375,
-0.18914861977100372,
0.13561506569385529,
0.3038276433944702,
0.22809845209121704,
-0.06554225087165833,
0.22196783125400543,
0.07729576528072357,
0.24276462197303772,
-0.4991755485534668,
-0.4106493592262268,
0.6908964514732361,
-0.06884268671274185,
-0.34187448024749756,
-0.11833169311285019,
0.36080682277679443,
0.14495103061199188,
0.10409582406282425,
0.2638739347457886,
-0.06257423758506775,
-0.738365888595581,
0.28374379873275757,
0.15550853312015533,
-0.2065008133649826,
0.08019693195819855,
-0.8219042420387268,
0.28726235032081604,
0.14524199068546295,
-0.9538605809211731,
-0.9548767805099487,
0.7253326177597046,
0.5469444990158081,
-0.6988605856895447,
0.12219176441431046,
0.5951494574546814,
-0.6219920516014099,
0.42575323581695557,
-0.6064173579216003,
-0.08343975991010666,
-0.06725402921438217,
-0.26083633303642273,
0.3914284110069275,
-0.07654974609613419,
-0.22411935031414032,
-0.27373623847961426,
-0.12168119847774506,
0.2585084140300751,
-0.49611058831214905,
-0.2571101188659668,
0.01164525467902422,
0.03185029700398445,
0.33942362666130066,
0.6986668705940247,
-0.10628563165664673,
-0.18180939555168152,
0.009921004995703697,
0.2192707061767578,
0.759820282459259,
0.06969703733921051,
0.04911920055747032,
0.25819292664527893,
-0.10815764963626862,
0.35281315445899963,
0.11178507655858994,
-0.20139603316783905,
-0.8023586869239807,
0.4636794924736023,
-0.19615112245082855,
-0.3962051272392273,
0.12524908781051636,
0.2748095393180847,
-0.6907888650894165,
-0.10562369972467422,
0.2227327823638916,
-0.31454333662986755,
-0.2868324816226959,
0.3565466105937958,
-0.21267622709274292,
0.30892956256866455,
0.14430080354213715,
0.508884608745575,
-0.6356465816497803,
0.35426926612854004,
0.7935844659805298,
0.1892172396183014,
-0.057658515870571136,
-0.5828685760498047,
-0.29880642890930176,
-0.044545482844114304,
0.40208080410957336,
-0.34791427850723267,
0.18764135241508484,
0.40875115990638733,
0.610363245010376,
-0.3262391984462738,
-0.42306697368621826,
0.2822575271129608,
0.13054680824279785,
-0.20305632054805756,
-0.0037020526360720396,
-0.2923147976398468,
-0.4991006851196289,
0.19376729428768158,
-0.6226761937141418,
0.03324390575289726,
0.05283362418413162,
0.5627075433731079,
-0.2541259527206421,
-0.09678548574447632,
-0.6525216102600098,
0.2019326239824295,
0.07028137147426605,
0.028334422037005424,
-0.5504472851753235,
0.3068048357963562,
-0.2263059914112091,
0.2511487901210785,
0.3537256717681885,
0.2258787602186203,
-0.04563700780272484,
-0.09543465822935104,
-0.4048821032047272,
0.2741570472717285,
-0.04902312159538269,
-0.8047336339950562,
-0.5090280175209045,
0.34804514050483704,
-0.056476399302482605,
-0.9829668402671814,
-0.5588079690933228,
-0.5490162968635559,
0.14793698489665985,
-0.3760823905467987,
-0.10109604895114899,
-0.5777866244316101,
-0.08259233087301254,
0.09753487259149551,
-0.04593033343553543,
-0.03458100184798241,
0.4070822596549988,
-0.5775771141052246,
-0.20292635262012482,
0.24947720766067505,
-0.4735138416290283,
-0.06803230196237564,
0.12292524427175522,
0.7490723133087158,
-0.145204097032547,
0.0017757304012775421,
0.14559713006019592,
-0.8201214075088501,
-0.17347081005573273,
0.23746362328529358,
0.0723271295428276,
0.632226824760437,
-0.1956699788570404,
0.18439164757728577,
-0.28642702102661133,
-0.32477277517318726,
0.6030415296554565,
0.16541898250579834,
0.05407743155956268,
-0.1696913093328476,
0.5821624994277954,
-0.007351457141339779,
0.11350056529045105,
-0.18159598112106323,
-0.05339580774307251,
0.4187721312046051,
0.12971223890781403,
-0.30634191632270813,
0.17336925864219666,
-0.184132382273674,
-0.6724608540534973,
-0.4013936221599579,
0.18056605756282806,
-0.18364334106445312,
0.07855269312858582,
0.018978368490934372,
-0.12998899817466736,
-0.6426507830619812,
-0.06442376971244812,
0.580378532409668,
-0.08262922614812851,
-0.05530848726630211,
0.2265363335609436,
0.07160482555627823,
0.10254745185375214,
-0.11582538485527039,
-0.6681379675865173,
0.5250679850578308,
0.5198391675949097,
0.05267300456762314,
-0.18414941430091858,
0.18686704337596893,
0.08736991882324219,
-0.3066462278366089,
-0.1320786029100418,
-0.30201345682144165,
0.30972108244895935,
-0.18362942337989807,
-0.23918816447257996,
0.15463384985923767,
0.09019070863723755,
-0.4219236671924591,
-0.6360310316085815,
-0.40166568756103516,
0.33861100673675537,
0.32957395911216736,
-0.23112864792346954,
-1.1068692207336426,
0.13029779493808746,
0.028959142044186592,
0.2247699648141861,
-0.03648682311177254,
-0.2254386693239212,
0.664345383644104,
0.33468374609947205,
0.057947635650634766,
-0.451402485370636,
0.19046130776405334,
0.5005854964256287,
0.07883483916521072,
-0.5183328986167908,
-0.37982332706451416,
-0.16863377392292023,
0.5091955065727234,
-0.002421899000182748,
0.31496015191078186,
-0.36204129457473755,
-0.05434667691588402,
-0.36403611302375793,
0.013574454933404922,
-0.09165848046541214,
0.8918240070343018,
0.651742160320282,
-0.2201622873544693,
0.08108627796173096,
-0.12943203747272491,
-0.1716945767402649,
-0.5177878141403198,
0.30917078256607056,
-0.13551677763462067,
-0.20991423726081848,
-0.023033902049064636,
-0.3481515049934387,
-0.0823955312371254,
0.014749237336218357,
0.45720088481903076,
0.16224892437458038,
-0.21915124356746674,
-0.5235141515731812,
-0.24340985715389252,
0.47215068340301514,
-0.46611282229423523,
0.21363630890846252,
0.21263831853866577,
0.20821212232112885,
-0.059706952422857285,
0.041664544492959976,
0.020786115899682045,
-0.8387346863746643,
-0.09681526571512222,
0.21172639727592468,
0.4715677797794342,
-0.3254481256008148,
0.6068861484527588,
0.39255017042160034,
0.26650470495224,
-0.22614432871341705,
0.04690283536911011,
0.1575266271829605,
0.06104867532849312,
0.4224526882171631,
0.44760480523109436,
0.4520683288574219,
-0.2445330172777176,
0.019200703129172325,
0.3354145586490631,
0.04478834569454193,
0.14506672322750092,
0.2597850561141968,
0.169971764087677,
-0.08348511904478073,
0.7253355979919434,
-0.19819873571395874,
-0.46243545413017273,
0.24361784756183624,
-0.15850621461868286,
0.3578498363494873,
0.45194345712661743,
0.039390962570905685,
0.7788355350494385,
0.6615582704544067,
0.1488918960094452,
0.025117581710219383,
0.1805279701948166,
-0.4387206435203552,
-0.15671385824680328,
-0.4185565710067749,
-0.029701383784413338,
0.2784141004085541,
0.6184465885162354,
0.25889885425567627,
-0.0980893149971962,
0.33694034814834595,
-0.06378654390573502,
0.5906840562820435,
0.1789139211177826,
0.20573729276657104,
-0.12341827899217606,
0.3381578028202057,
0.26514890789985657,
0.040623828768730164,
-0.6227551102638245,
-0.2830756604671478,
-0.12489913403987885,
-0.2150382250547409,
0.2658659815788269,
-0.18421010673046112,
-0.09975102543830872,
-0.15123769640922546,
0.08027364313602448,
0.4380531907081604,
-0.15899288654327393,
-0.08668263256549835,
-0.34475427865982056,
-0.12874868512153625,
0.8246917128562927,
0.18950872123241425,
-0.02988198772072792,
-0.2223750352859497,
-0.04478225111961365,
0.05058330297470093,
-0.3420511782169342,
0.338650643825531,
0.013419871218502522,
-0.6198707818984985,
0.5812431573867798,
0.6204831004142761,
-0.0762011930346489,
-0.08534657955169678,
-0.1815655529499054,
0.30593255162239075,
-0.22901590168476105,
-0.6231566667556763,
0.12254584580659866,
0.08803346753120422,
-0.1781226396560669,
-0.1001756563782692,
0.1578676849603653,
0.08346039801836014,
0.1161302849650383,
-0.8645076155662537,
0.12845458090305328,
0.25434818863868713,
0.026358967646956444,
-0.07577838748693466,
0.3049888014793396,
0.6904610991477966,
0.10541937500238419,
-0.026714226230978966,
-0.19128164649009705,
0.29658564925193787,
-0.05110303685069084,
-0.17894960939884186,
-0.9092164039611816,
0.4085722267627716,
-0.7255165576934814,
0.0064353435300290585,
-0.3826122581958771,
-0.13132305443286896,
0.8064004182815552,
0.3860812783241272,
-0.14963945746421814,
0.15298311412334442,
-0.16006983816623688,
0.18374232947826385,
0.22135914862155914,
-0.06971310824155807,
-0.3213944733142853,
-0.3311183452606201,
-0.37435710430145264,
-0.08080664277076721,
0.7407098412513733,
-0.22226890921592712,
0.13393715023994446,
0.2420426458120346,
0.4396727383136749,
0.5225804448127747,
-0.3685303330421448,
0.19699323177337646,
-0.5522821545600891,
-0.2991834282875061,
-0.3960464894771576,
0.4927731454372406,
-0.6429265737533569,
0.32211440801620483,
-0.18217647075653076,
0.30512329936027527,
-0.23746220767498016,
-0.3832579255104065,
0.07180014252662659,
-0.18366819620132446,
0.06587595492601395,
-0.11774403601884842,
0.2654527723789215,
0.5304799675941467,
-0.3326190114021301,
0.08159411698579788,
-0.38840749859809875,
-0.07400475442409515,
0.1352219432592392,
-0.30171728134155273,
0.3501444458961487,
-0.07151081413030624,
-0.04088254272937775,
0.20795199275016785,
0.002233939478173852,
-0.25449830293655396,
-0.5193379521369934,
0.26825663447380066
] |
In this paper, we propose a novel approach to video captioning based on adversarial learning and long short-term memory (LSTM). With this solution concept, we aim at compensating for the deficiencies of LSTM-based video captioning methods that generally show potential to effectively handle temporal nature of video data when generating captions but also typically suffer from exponential error accumulation. Specifically, we adopt a standard generative adversarial network (GAN) architecture, characterized by an interplay of two competing processes: a “generator” that generates textual sentences given the visual content of a video and a “discriminator” that controls the accuracy of the generated sentences. The discriminator acts as an “adversary” toward the generator, and with its controlling mechanism, it helps the generator to become more accurate. For the generator module, we take an existing video captioning concept using LSTM network. For the discriminator, we propose a novel realization specifically tuned for the video captioning problem and taking both the sentences and video features as input. This leads to our proposed LSTM–GAN system architecture, for which we show experimentally to significantly outperform the existing methods on standard public datasets. | [
0.019002258777618408,
0.002421219600364566,
-0.01373698003590107,
0.004665969405323267,
-0.009922241792082787,
0.010918764397501945,
0.008511761203408241,
0.02546023018658161,
-0.010227963328361511,
0.015700513496994972,
-0.02048633247613907,
0.004977719858288765,
0.02097456529736519,
0.025539495050907135,
-0.007492685690522194,
0.028300346806645393,
-0.00809248723089695,
-0.005774406250566244,
0.012573042884469032,
-0.00710826413705945,
0.012464741244912148,
0.0005177091807126999,
0.008599724620580673,
0.0027098297141492367,
0.011475165374577045,
0.013021180406212807,
0.017425622791051865,
0.0024673244915902615,
-0.012248093262314796,
-0.028640830889344215,
0.012449854984879494,
0.02794189564883709,
0.029811277985572815,
0.02826867252588272,
-0.002640980761498213,
-0.006529238075017929,
-0.0058820415288209915,
0.014514614827930927,
0.033609356731176376,
-0.0052684759721159935,
-0.008594862185418606,
-0.005864777136594057,
0.0002652944531291723,
-0.002531199250370264,
-0.009966166689991951,
-0.0013414048589766026,
-0.0032809856347739697,
0.007010770030319691,
-0.003180798841640353,
0.008993513882160187,
-0.015221791341900826,
-0.006277558393776417,
-0.0008044722490012646,
0.013095247559249401,
-0.005560427438467741,
-0.014790920540690422,
0.01610664650797844,
0.008770504966378212,
0.008491824381053448,
-0.002968922955915332,
-0.019595470279455185,
0.02905193902552128,
-0.0046215662732720375,
-0.0026905983686447144,
-0.016169652342796326,
-0.06748749315738678,
0.005823925137519836,
-0.0007712636142969131,
0.009827051311731339,
-0.00583628611639142,
0.01288403570652008,
0.005138462875038385,
-0.013393028639256954,
0.005680235102772713,
0.02778792381286621,
0.004981320351362228,
-0.014891760423779488,
-0.013884973712265491,
-0.016189079731702805,
0.0036556022241711617,
-0.001794520765542984,
0.001804619561880827,
-0.03264570236206055,
0.00964306853711605,
-0.024353589862585068,
-0.0001229061745107174,
-0.0008719957550056279,
0.000050903414376080036,
-0.003950919024646282,
0.011259016580879688,
0.015227943658828735,
-0.017025789245963097,
-0.018856598064303398,
0.014309380203485489,
-0.004670293070375919,
0.01843404583632946,
0.027464719489216805,
-0.009970101527869701,
-0.010347740724682808,
0.005933656357228756,
-0.005720494315028191,
0.025435473769903183,
0.02197161689400673,
-0.00791320763528347,
-0.012919045053422451,
0.007772780954837799,
0.007564114406704903,
0.0008488120511174202,
-0.021792594343423843,
0.006304414942860603,
0.004810170736163855,
0.004323234781622887,
-0.011567696928977966,
0.017795734107494354,
-0.004302534740418196,
-0.011172446422278881,
0.011151118203997612,
-0.03450777009129524,
0.009555606171488762,
0.0027461815625429153,
0.013901636004447937,
0.010559204034507275,
0.00508379191160202,
-0.014326468110084534,
0.0082867331802845,
0.02498539537191391,
0.0007472885772585869,
-0.0203988179564476,
0.0014535565860569477,
0.012991507537662983,
-0.01268745306879282,
0.007663296535611153,
0.001949117984622717,
0.0028320944402366877,
-0.0010615568608045578,
-0.0039013170171529055,
-0.020194226875901222,
-0.017065638676285744,
0.016927633434534073,
0.00758642703294754,
-0.00492793507874012,
0.007631550543010235,
0.0031488602980971336,
0.016303006559610367,
0.007096969522535801,
-0.016854621469974518,
-0.012487880885601044,
-0.003595784306526184,
-0.0010791732929646969,
-0.0037460618186742067,
0.0028559237252920866,
0.001642975490540266,
-0.010147955268621445,
-0.013182653114199638,
0.00843732338398695,
0.02332550659775734,
-0.012314536608755589,
-0.00498245470225811,
-0.018804974853992462,
-0.006273174658417702,
0.024609338492155075,
-0.005530307535082102,
0.008419773541390896,
0.00750389602035284,
0.016593413427472115,
0.017731834203004837,
0.010516813024878502,
-0.003371516475453973,
-0.0007305025937967002,
0.002906892681494355,
-0.0062235016375780106,
0.013098001480102539,
-0.00146008119918406,
0.005971084348857403,
-0.007954173721373081,
0.001880582538433373,
0.006425539962947369,
0.006888150237500668,
-0.019806772470474243,
0.06732761859893799,
-0.009738930501043797,
0.0017832175362855196,
0.013031911104917526,
-0.01647118106484413,
0.005354475229978561,
0.0017885919660329819,
0.02458793856203556,
0.002155461348593235,
-0.013763975352048874,
0.004876784048974514,
0.0013110162690281868,
-0.02747025154531002,
0.002638025674968958,
0.012960737571120262,
0.0014863810501992702,
0.0026424352545291185,
-0.0045274244621396065,
-0.011227591894567013,
0.014425862580537796,
0.013751550577580929,
0.013990787789225578,
-0.0030756790656596422,
0.010162929072976112,
-0.012791535817086697,
0.00046577840112149715,
0.006283458322286606,
0.0026146783493459225,
-0.021866189315915108,
0.012451918795704842,
0.005263037979602814,
0.02893959917128086,
0.017449557781219482,
-0.003920365124940872,
-0.016589656472206116,
-0.0002852361649274826,
-0.004931764677166939,
-0.013039907440543175,
0.01019286923110485,
0.012561759911477566,
-0.0122032780200243,
-0.004053521901369095,
-0.009480653330683708,
-0.006703994236886501,
0.0010547628626227379,
0.029498852789402008,
0.009338214993476868,
0.002021566964685917,
0.009052284061908722,
-0.008119517005980015,
-0.02399388700723648,
0.0036462012212723494,
-0.012418251484632492,
-0.008493728935718536,
0.014964533038437366,
0.019956940785050392,
0.001942530507221818,
0.01074901595711708,
-0.018530363216996193,
0.007585735525935888,
-0.009110936895012856,
0.0031484412029385567,
-0.009613290429115295,
0.007410802878439426,
-0.014754248782992363,
-0.023668108507990837,
-0.007468421012163162,
0.007400410249829292,
-0.0094405272975564,
-0.007035673130303621,
-0.023482371121644974,
0.003254238050431013,
0.0013248731847852468,
-0.02077449858188629,
-0.022192925214767456,
-0.0011285841464996338,
-0.003522586077451706,
0.013372738845646381,
-0.006654039956629276,
0.021280594170093536,
-0.018501488491892815,
0.0005130900535732508,
0.0053501431830227375,
-0.010255702771246433,
-0.014503921382129192,
0.004770771134644747,
0.00741535983979702,
-0.0007257517427206039,
-0.00331664364784956,
0.021957365795969963,
-0.003023066557943821,
0.0013447527308017015,
-0.010669221170246601,
-0.007376404479146004,
-0.08137228339910507,
-0.0076523516327142715,
0.03085688315331936,
0.013127855025231838,
0.005496010184288025,
-0.012308195233345032,
-0.014667531475424767,
-0.01280093751847744,
-0.012897285632789135,
-0.018716424703598022,
-0.007892833091318607,
0.0075760288164019585,
-0.011290118098258972,
-0.010539081878960133,
0.02677074819803238,
-0.015754373744130135,
0.011721277609467506,
0.012117128819227219,
0.014017626643180847,
0.000641129445284605,
-0.016174469143152237,
-0.030497798696160316,
0.03833087906241417,
-0.007595615461468697,
-0.01925288513302803,
0.019355766475200653,
-0.014998236671090126,
0.0013629710301756859,
0.0023638964630663395,
0.005456971004605293,
-0.01962202414870262,
-0.01139327883720398,
-0.0024719657376408577,
-0.010842578485608101,
0.0072273933328688145,
-0.00619219895452261,
0.007945439778268337,
0.009757455438375473,
0.005560171324759722,
0.015306401997804642,
0.004342467524111271,
0.0011126154568046331,
-0.018897663801908493,
-0.001222169492393732,
0.0005161911831237376,
0.02791145257651806,
-0.009613278321921825,
-0.0043707299046218395,
0.011974582448601723,
-0.006286568008363247,
0.018896305933594704,
0.005952909588813782,
-0.007692566607147455,
0.009580254554748535,
-0.008270921185612679,
-0.020140737295150757,
0.005982619244605303,
0.016009576618671417,
-0.00801384449005127,
-0.0089932382106781,
0.012636123225092888,
-0.0036519132554531097,
-0.008670620620250702,
0.0022063879296183586,
-0.003178243525326252,
-0.010243682190775871,
0.01598242297768593,
0.010394711047410965,
0.010977575555443764,
-0.0015585182700306177,
0.004337769001722336,
-0.008360364474356174,
-0.0025821346789598465,
0.006540954578667879,
-0.01758839190006256,
-0.019162766635417938,
-0.012422965839505196,
0.001473795622587204,
0.007655175402760506,
-0.0026901988312602043,
-0.012333393096923828,
0.0210392028093338,
0.01795429363846779,
0.0022587385028600693,
-0.00951304193586111,
-0.02528735250234604,
0.007278254255652428,
0.012953320518136024,
0.008503234013915062,
-0.01409098133444786,
0.029365401715040207,
0.016972143203020096,
0.014073817990720272,
0.005114154890179634,
-0.019216900691390038,
-0.0158383771777153,
-0.005575129762291908,
0.00511208176612854,
0.0021328944712877274,
0.009092982858419418,
0.010443045757710934,
-0.0054997773841023445,
0.006337221246212721,
-0.012643146328628063,
-0.011880732141435146,
0.0032234073150902987,
-0.011639665812253952,
-0.0029940889216959476,
-0.009829819202423096,
-0.004555371589958668,
-0.010343185625970364,
0.0007816046709194779,
-0.0076449294574558735,
0.015541765838861465,
0.010278157889842987,
0.009578834287822247,
-0.018864039331674576,
0.010805812664330006,
0.07339251786470413,
0.006344392895698547,
0.0008491843473166227,
-0.011227235198020935,
-0.024494878947734833,
-0.013886196538805962,
-0.0017270492389798164,
0.011735104024410248,
-0.023403270170092583,
-0.031451597809791565,
0.009528742171823978,
0.011144964024424553,
0.007631510496139526,
-0.007947935722768307,
-0.012747188098728657,
-0.024742204695940018,
-0.008848410099744797,
-0.0031560587231069803,
0.0035028308629989624,
-0.006532647646963596,
0.014768728986382484,
-0.021738534793257713,
-0.015426920726895332,
0.008428242057561874,
-0.007702169939875603,
-0.004030782263725996,
-0.0015619038604199886,
-0.016573797911405563,
-0.007647290825843811,
0.00559691758826375,
0.016907140612602234,
-0.023117974400520325,
-0.005335859023034573,
0.010273289866745472,
0.001148373819887638,
0.007949082180857658,
0.005124770104885101,
0.02128058299422264,
-0.0004950338043272495,
-0.00007894326699897647,
0.021172966808080673,
-0.015812106430530548,
-0.006719331257045269,
0.01844342052936554,
0.0039118616841733456,
0.003668404882773757,
0.008708622306585312,
-0.0045070648193359375,
-0.004233417101204395,
0.004148535896092653,
-0.005159575957804918,
-0.00022343324963003397,
0.006640569306910038,
0.010340284556150436,
0.006841984577476978,
-0.023185018450021744,
0.0231627244502306,
-0.0019292808137834072,
0.004208504222333431,
-0.013095444068312645,
-0.013855136930942535,
-0.004833117127418518,
-0.011764107272028923,
-0.01148873008787632,
0.0053238593973219395,
-0.025797976180911064,
0.002509106183424592,
-0.004904750734567642,
0.01976804994046688,
0.001102551817893982,
-0.005827771034091711,
0.005977919325232506,
-0.012034611776471138,
0.015513647347688675,
-0.010553596541285515,
-0.012033797800540924,
-0.009551994502544403,
-0.021853124722838402,
0.01593211106956005,
0.01846359297633171,
-0.002863233909010887,
0.008282284252345562,
-0.02752045914530754,
-0.005574156064540148,
-0.011352302506566048,
0.010579521767795086,
-0.004870753735303879,
-0.07489114999771118,
0.0001959209330379963,
0.0024633612483739853,
-0.003909168764948845,
-0.0012039421126246452,
0.008282123133540154,
-0.0032838615588843822,
0.019317280501127243,
-0.005187998991459608,
-0.010084468871355057,
0.010212032124400139,
-0.008310548961162567,
-0.0194496251642704,
0.016018977388739586,
0.006981328595429659,
0.01628190279006958,
-0.0006761745316907763,
-0.00015570572577416897,
0.018270224332809448,
0.006241806782782078,
-0.032889146357774734,
0.01006653904914856,
0.014588003978133202,
0.009156694635748863,
-0.0035722353495657444,
-0.08225895464420319,
-0.007559674791991711,
-0.0050296178087592125,
0.0026015781331807375,
-0.01628860831260681,
-0.012995761819183826,
-0.007448448333889246,
-0.008463489823043346,
-0.009750964120030403,
-0.011739704757928848,
0.002459458075463772,
-0.014137698337435722,
0.0007272595539689064,
0.008781693875789642,
0.0036675785668194294,
-0.003754210192710161,
0.011478728614747524,
-0.04905315488576889,
-0.002445381134748459,
0.007519702427089214,
0.02065274491906166,
-0.007252718787640333,
-0.006611361168324947,
-0.005572952795773745,
-0.010011373087763786,
0.010956091806292534,
0.005683978088200092,
0.010541149415075779,
-0.011524934321641922,
-0.01238156482577324,
0.011749428696930408,
-0.007132793311029673,
-0.010553709231317043,
-0.02679803967475891,
-0.01957847736775875,
-0.00542965903878212,
-0.009045183658599854,
0.003145182505249977,
-0.01601227931678295,
-0.00017828168347477913,
-0.003035620553418994,
0.02337954379618168,
0.009868647903203964,
0.00647062947973609,
0.0013316310942173004,
-0.004124453291296959,
0.00533012580126524,
-0.005412784405052662,
0.00036115292459726334,
-0.007033897563815117,
0.006294627208262682,
0.008642995730042458,
0.030271561816334724,
0.001655810046941042,
-0.015335018746554852,
-0.004426989704370499,
0.0012338049709796906,
0.007946627214550972,
0.02620956115424633,
0.00843797903507948,
-0.013425005599856377,
0.010421224869787693,
-0.0014642842579632998,
0.07258667051792145,
-0.014531878754496574,
0.017231734469532967,
-0.019807592034339905,
0.00014571548672392964,
0.0009404094889760017,
-0.025442954152822495,
-0.0021983501501381397,
0.004908978007733822,
-0.015041212551295757,
0.032174721360206604,
-0.003948300611227751,
0.023885101079940796,
0.007644294761121273,
0.014874858781695366,
-0.029699932783842087,
0.003077251836657524,
0.007706676609814167,
-0.014256024733185768,
-0.021104872226715088,
0.008728371001780033,
0.016240296885371208,
-0.02832142822444439,
0.002726056845858693,
0.008523533120751381,
-0.0023051067255437374,
0.0018730658339336514,
-0.0026293511036783457,
-0.03921375051140785,
0.013892380520701408,
-0.012655594386160374,
0.01208581030368805,
-0.0018193894065916538,
0.0053034028969705105,
0.012890433892607689,
0.0005738688632845879,
0.0005881238030269742,
0.0023232544772326946,
-0.01944686472415924,
0.01464608870446682,
-0.011212049052119255,
-0.00967423152178526,
-0.0029091222677379847,
-0.014937791973352432,
0.03484588488936424,
-0.0027471892535686493,
0.017727836966514587,
-0.012240491807460785,
-0.0006768452003598213,
0.0064263716340065,
0.026338854804635048,
-0.003750258358195424,
0.012753463350236416,
0.001227185595780611,
0.014609863981604576,
0.007832521572709084,
-0.01462097279727459,
0.003684375435113907,
-0.005794255994260311,
-0.017810601741075516,
-0.014159902930259705,
-0.005171216558665037,
-0.011570600792765617,
-0.0077971601858735085,
0.017906516790390015,
-0.011094417423009872,
-0.01974444091320038,
-0.021365009248256683,
0.0088783148676157,
0.01518557034432888,
0.010731179267168045,
-0.0033594288397580385,
0.006227566860616207,
0.013009048998355865,
0.013345183804631233,
0.009765728376805782,
-0.020985186100006104,
0.006633755285292864,
0.006903437897562981,
0.00543241947889328,
-0.0031943833455443382,
0.006227807141840458,
0.00493191834539175,
0.03441685065627098,
0.025734057649970055,
0.0016316724941134453,
-0.02968480810523033,
0.01973802223801613,
-0.0005191094824112952,
0.008977794088423252,
0.04415605962276459,
-0.0024402255658060312,
0.005359729286283255,
0.010863564908504486,
0.006794359534978867,
0.03252798318862915,
0.004795590881258249,
0.004327294882386923,
-0.003148362273350358,
0.022028308361768723,
0.019065488129854202,
0.017218489199876785,
-0.015083400532603264,
0.011650081723928452,
-0.008961444720625877,
0.012138624675571918,
0.003484796267002821,
-0.017342671751976013,
0.014685293659567833,
-0.005743395537137985,
0.015573482029139996,
0.009500782936811447,
0.015253223478794098,
-0.002946338150650263,
-0.006243319250643253,
-0.005592515226453543,
-0.00005384604446589947,
-0.002756195841357112,
-0.005902859382331371,
-0.00745081901550293,
-0.004160650540143251,
0.0017608461203053594,
-0.007051792461425066,
0.028365598991513252,
0.011253682896494865,
-0.019433822482824326,
-0.0075064352713525295,
0.013928629457950592,
-0.025059759616851807,
-0.017367374151945114,
0.02027352899312973,
-0.01840248331427574,
0.011960769072175026,
0.009520753286778927,
0.02049461007118225,
0.004262460395693779,
0.021260101348161697,
0.012243802659213543,
0.005450205411761999,
-0.003788641421124339,
0.016608361154794693,
0.0036550420336425304,
-0.0005380563670769334,
-0.011830898933112621,
0.007139719557017088,
-0.021227221935987473,
0.017016008496284485,
0.026669606566429138,
0.006200848147273064,
0.014247294515371323,
-0.0008596914121881127,
0.0010267640464007854,
0.007663915865123272,
-0.005991158075630665,
0.006891067139804363,
0.010777022689580917,
0.00816689059138298,
0.01123605202883482,
0.010337479412555695,
-0.008082764223217964,
0.018299710005521774,
0.0075305793434381485,
-0.012358646839857101,
0.0005353144370019436,
0.018880141898989677,
0.015019664540886879,
-0.011258373036980629,
-0.004042705520987511,
-0.0004610302858054638,
-0.0006421762518584728,
-0.02224203571677208,
0.005916965659707785,
-0.039507053792476654,
0.006852596998214722,
0.00329148443415761,
-0.01791474223136902,
-0.010857032611966133,
0.011356938630342484,
-0.017311684787273407,
-0.00267579173669219,
-0.013455547392368317,
0.007307371124625206,
0.005668465979397297,
-0.010498412884771824,
0.009158211760222912,
0.010141371749341488,
-0.0008265684591606259,
0.008006047457456589,
0.009657572023570538,
-0.0003991527482867241,
0.03208479285240173,
0.0215060506016016,
-0.00816452968865633,
0.006511034909635782,
0.010208267718553543,
-0.003951958380639553,
0.007207672111690044,
0.01758655533194542,
0.010563972406089306,
-0.0028623398393392563,
-0.0010491888970136642,
-0.010292550548911095
] | [
-0.05827568471431732,
0.022565850988030434,
-0.009366963058710098,
0.3002855181694031,
-0.10192060470581055,
0.005276502575725317,
0.13336798548698425,
-0.31234702467918396,
-0.11936844140291214,
-0.6534388065338135,
-0.3234409987926483,
0.6007241010665894,
-0.05323576182126999,
0.2949521541595459,
0.08782675117254257,
0.2801746129989624,
0.6139265894889832,
-0.16823795437812805,
-0.22588267922401428,
-0.8483968377113342,
-0.38296380639076233,
0.06927892565727234,
0.07566968351602554,
0.1415700614452362,
0.0075301481410861015,
0.41016146540641785,
0.3070010542869568,
0.4930064380168915,
-0.11417128890752792,
-0.00880751945078373,
-0.0410679429769516,
0.2520371377468109,
-0.09593826532363892,
-0.23816847801208496,
-0.04926573112607002,
0.05103718116879463,
-0.28443023562431335,
-0.13357678055763245,
-0.1492587924003601,
-0.286177396774292,
-0.0015074984403327107,
0.17340397834777832,
-0.33474284410476685,
0.31246358156204224,
-0.25719019770622253,
-0.2532688081264496,
-1.277646780014038,
0.2692307233810425,
-0.3668633997440338,
-0.24790014326572418,
-0.6236389875411987,
0.2507677376270294,
0.28606513142585754,
0.08980216830968857,
-0.5864999890327454,
0.19231951236724854,
-0.05806814506649971,
-0.35861480236053467,
0.213633731007576,
-0.14051522314548492,
-0.04534771665930748,
-0.3969442546367645,
-0.23068518936634064,
0.2701028883457184,
-0.09284056723117828,
0.5342379212379456,
0.14091460406780243,
-0.4631786346435547,
-0.6693368554115295,
-0.3444783389568329,
0.26630061864852905,
-0.17010223865509033,
-0.33728817105293274,
0.4053524434566498,
-0.33727917075157166,
0.15890955924987793,
0.36846840381622314,
-0.5103664994239807,
-0.18845441937446594,
0.036246322095394135,
-0.6257156729698181,
0.3775966763496399,
0.5279377102851868,
-0.27672871947288513,
0.37319380044937134,
0.36788299679756165,
-0.2980348467826843,
0.4718659818172455,
-0.5192148089408875,
0.32103079557418823,
-0.25039926171302795,
-0.5888839364051819,
0.1406109631061554,
0.4432995915412903,
0.5908415913581848,
0.7545517086982727,
0.026840608566999435,
0.07878116518259048,
0.3923870027065277,
0.02412327751517296,
-0.32582300901412964,
-0.17384813725948334,
0.19608792662620544,
-0.17530514299869537,
-0.29060420393943787,
-0.8009018301963806,
-0.6350255012512207,
-0.812859296798706,
-0.47694358229637146,
0.17256666719913483,
-0.348937451839447,
0.7873412370681763,
0.19193290174007416,
-0.1437421441078186,
0.0821390300989151,
-0.2536318302154541,
0.19546441733837128,
-0.11275074630975723,
-0.24054831266403198,
0.5649236440658569,
0.08300086110830307,
1.2189750671386719,
0.27021095156669617,
0.5526335835456848,
-0.06922193616628647,
-0.06416131556034088,
0.2508227825164795,
0.2958940863609314,
-0.6946070194244385,
0.27430444955825806,
0.2680429518222809,
0.7337151169776917,
-0.028337275609374046,
0.061979398131370544,
-0.18357188999652863,
-0.07076332718133926,
0.11489828675985336,
0.10984428226947784,
-0.15990230441093445,
0.25294628739356995,
-0.4852190613746643,
-0.35203486680984497,
-0.03127704933285713,
0.3515649139881134,
0.27028000354766846,
-0.002108230022713542,
0.5495822429656982,
-0.12062177807092667,
-0.11192317306995392,
-0.07056871056556702,
-0.3539382517337799,
0.13613596558570862,
-0.5748805999755859,
-0.24088382720947266,
-0.3556312024593353,
0.6529101729393005,
0.021219724789261818,
0.09765176475048065,
0.11374524980783463,
0.04432086646556854,
0.047660309821367264,
-0.1697850525379181,
-0.5937633514404297,
0.1013859361410141,
-0.24991795420646667,
-0.6215832829475403,
0.12864887714385986,
0.4542982876300812,
0.09631775319576263,
-0.315379798412323,
0.30362868309020996,
-0.29866307973861694,
-0.23405016958713531,
-0.6317725777626038,
-0.3694112002849579,
0.019945217296481133,
0.2410094290971756,
0.22950060665607452,
0.497758686542511,
0.16435536742210388,
-0.7504427433013916,
-0.12402304261922836,
-0.043236684054136276,
-0.45029500126838684,
0.24528931081295013,
0.38467472791671753,
0.2042827308177948,
-0.1998596340417862,
-0.12291912734508514,
-0.16429196298122406,
-0.3250751793384552,
-0.15123720467090607,
0.26003408432006836,
-1.0306000709533691,
1.144688606262207,
0.043385788798332214,
0.09458626806735992,
1.539021372795105,
0.10266292840242386,
0.3989730477333069,
0.4269416034221649,
0.1574002504348755,
0.20140990614891052,
-0.17541982233524323,
-0.19479650259017944,
-0.028770437464118004,
-0.07493408769369125,
0.3666756749153137,
-0.6990410685539246,
0.455039381980896,
0.25335901975631714,
-0.08993104100227356,
0.001083958544768393,
-0.011019627563655376,
0.32481300830841064,
0.12400919198989868,
0.13640467822551727,
0.15828050673007965,
-0.222028911113739,
0.37131261825561523,
0.9479326009750366,
-0.6048842668533325,
0.514285147190094,
0.4942890703678131,
0.3075123429298401,
0.9500939249992371,
0.7223998308181763,
0.7507251501083374,
0.9416104555130005,
-0.5643994212150574,
-0.1286502480506897,
-0.18277233839035034,
0.21698296070098877,
-0.2516700029373169,
-0.22594471275806427,
0.009328118525445461,
0.3090737760066986,
-0.3609358072280884,
0.23616594076156616,
0.1025250032544136,
0.033536046743392944,
-0.28321823477745056,
0.19981080293655396,
0.2838342487812042,
0.2220664918422699,
-0.36389800906181335,
-0.639186441898346,
0.08160753548145294,
-0.22537969052791595,
-0.34198522567749023,
0.05505828559398651,
0.31134626269340515,
0.2513916790485382,
-0.150092214345932,
-0.2038547843694687,
0.09030953049659729,
-0.23042970895767212,
-0.47532927989959717,
0.4963788092136383,
-0.1049862876534462,
0.3234400451183319,
-0.0869913175702095,
-0.001475796801969409,
-0.09658006578683853,
-0.48548975586891174,
-0.680166482925415,
-0.7054609656333923,
-0.33453378081321716,
0.5714662671089172,
0.5965129137039185,
0.24912019073963165,
-0.2497033178806305,
-0.14972124993801117,
-0.06575131416320801,
0.022839391604065895,
-0.9101519584655762,
0.22583694756031036,
0.3411608934402466,
-0.8408383727073669,
-0.7595066428184509,
-0.14970014989376068,
0.15187662839889526,
0.5281668305397034,
0.06281636655330658,
-0.36446231603622437,
-0.21496248245239258,
0.14020447432994843,
-0.3977389335632324,
-0.15448126196861267,
-0.13187125325202942,
0.12650318443775177,
0.3668147623538971,
-0.09097595512866974,
-0.37127628922462463,
0.6336091756820679,
0.8138655424118042,
-0.20913222432136536,
0.10075263679027557,
-0.05844145268201828,
-0.00023938785307109356,
-0.5271123051643372,
0.47975829243659973,
0.008196390233933926,
0.09019427001476288,
0.08110252767801285,
-0.02463366836309433,
-0.3879173696041107,
0.6193345189094543,
-5.993015289306641,
-0.12712456285953522,
-0.5731360912322998,
0.1381586492061615,
-0.5791917443275452,
-0.1858743280172348,
0.6515746712684631,
-0.19545751810073853,
0.38677918910980225,
-0.2193891555070877,
0.0029094482306391,
0.20578116178512573,
-0.3384382128715515,
0.4226844608783722,
0.13184520602226257,
-0.2448214888572693,
0.045143790543079376,
0.24178825318813324,
0.07553447037935257,
-0.03322838991880417,
0.26534074544906616,
-0.11636596918106079,
-0.06950103491544724,
0.43864428997039795,
0.055828966200351715,
-0.04218924418091774,
-0.41470465064048767,
0.01976488158106804,
0.07521674036979675,
-0.2164239138364792,
0.04225895181298256,
-0.4819602966308594,
-0.40775537490844727,
0.196181058883667,
0.34322506189346313,
0.3501183092594147,
0.5101987719535828,
-0.17818430066108704,
0.23461614549160004,
-0.4706120193004608,
0.7768455743789673,
0.6022776961326599,
-0.040585458278656006,
0.022499697282910347,
0.2918044328689575,
0.039054229855537415,
-0.3617405891418457,
0.12251754850149155,
-0.14035245776176453,
0.8081997632980347,
-0.3551607131958008,
-0.14749759435653687,
0.2469305396080017,
0.033349741250276566,
0.18379206955432892,
-0.19861415028572083,
-0.004595211707055569,
-0.3059580326080322,
-0.4845738112926483,
0.20645354688167572,
0.3168396055698395,
-0.6005818247795105,
0.1936120241880417,
-1.0963996648788452,
-0.09085676074028015,
0.3651699721813202,
-0.8471993803977966,
-0.9776360988616943,
0.38626739382743835,
0.004578927997499704,
-0.7047376036643982,
0.11291839927434921,
0.2222946733236313,
-0.41039639711380005,
0.3537386357784271,
-0.36891546845436096,
-0.09787652641534805,
0.18081270158290863,
-0.17483030259609222,
0.0367584303021431,
0.07085135579109192,
-0.7732725143432617,
-0.023570502176880836,
0.11473368853330612,
0.20542457699775696,
-0.586107611656189,
0.06720249354839325,
-0.5675364136695862,
-0.15720786154270172,
0.2213738113641739,
0.8457018733024597,
0.008071419782936573,
0.10814231634140015,
0.6458091139793396,
0.7810961604118347,
0.3959801197052002,
0.30919522047042847,
0.28817158937454224,
0.66315758228302,
-0.2649833858013153,
0.22638940811157227,
-0.17675718665122986,
-0.10538169741630554,
-0.759027898311615,
0.18398907780647278,
0.8906227946281433,
-0.4711340367794037,
0.13108278810977936,
0.38749969005584717,
-0.37825024127960205,
-0.06184301897883415,
-0.20425623655319214,
-0.15157723426818848,
-0.09225639700889587,
0.4610905647277832,
-0.30700042843818665,
-0.07548550516366959,
0.2142438441514969,
-0.03860202431678772,
-0.06924119591712952,
0.2098751813173294,
0.5112366676330566,
-0.12985308468341827,
0.2194051742553711,
0.11443009972572327,
-0.6922258734703064,
0.27518314123153687,
0.4671493172645569,
-0.21135032176971436,
-0.43232065439224243,
0.07524247467517853,
0.17017731070518494,
-0.22980991005897522,
-0.2597033977508545,
0.5721914768218994,
-0.5719716548919678,
-0.4077349603176117,
-0.08042018115520477,
0.09362614899873734,
-0.18779724836349487,
0.4342958927154541,
-0.19627484679222107,
0.024966424331068993,
-0.30082058906555176,
0.16278909146785736,
0.049655135720968246,
-0.055255912244319916,
-0.11868485063314438,
-0.5417692065238953,
0.11086605489253998,
-0.10127241164445877,
-0.764224112033844,
0.14939779043197632,
0.07156598567962646,
-0.1979905366897583,
0.25216948986053467,
0.19511884450912476,
0.20436637103557587,
0.34529098868370056,
-0.005352140869945288,
0.14657345414161682,
0.17242874205112457,
-0.9649977684020996,
0.14648638665676117,
0.34094539284706116,
0.10645059496164322,
-0.6472021341323853,
0.3085315227508545,
0.040643900632858276,
0.5133187174797058,
-0.014335493557155132,
-0.31227630376815796,
-0.3948250412940979,
-0.5124236941337585,
-0.02004142291843891,
-0.05219017341732979,
0.12418914586305618,
0.4744669497013092,
-0.12289860099554062,
0.4057958722114563,
0.1970379501581192,
-0.47792840003967285,
-0.04877029359340668,
0.5433877110481262,
0.6054422855377197,
-0.30551689863204956,
0.1694878786802292,
-0.11630303412675858,
-0.7319732904434204,
-0.4214506149291992,
0.1384773552417755,
0.31047651171684265,
0.7400594353675842,
-0.1445293128490448,
0.16500122845172882,
-0.5666819214820862,
0.2127564400434494,
-0.1949017196893692,
0.03374652564525604,
-0.44309934973716736,
-0.0012396782403811812,
0.4962300956249237,
-0.8017062544822693,
0.3920430839061737,
0.2143627107143402,
-0.5743283629417419,
0.054025691002607346,
-0.34096771478652954,
-0.05855781212449074,
-0.10123181343078613,
-0.4933716654777527,
-0.3426911532878876,
0.1040986180305481,
-0.23915663361549377,
-0.24995151162147522,
-0.2280336320400238,
0.4429399073123932,
-0.2947319447994232,
-0.3673984408378601,
0.18016290664672852,
0.11910872161388397,
-0.6968265175819397,
-0.08472397923469543,
0.16625839471817017,
-0.5292729139328003,
0.032333794981241226,
0.35861125588417053,
-0.32368117570877075,
-0.3577399253845215,
0.16714099049568176,
-0.4056779444217682,
-0.10669610649347305,
0.1484397053718567,
0.09734155982732773,
-0.42839527130126953,
-0.5858809947967529,
0.006850467063486576,
0.48836541175842285,
0.06501522660255432,
0.14085601270198822,
0.3505111038684845,
0.8104715943336487,
-0.022123530507087708,
-0.0927552804350853,
-0.2493201494216919,
0.18905968964099884,
0.26493364572525024,
-0.06021927297115326,
-0.36448368430137634,
-0.17200468480587006,
0.2843749523162842,
-0.05627407878637314,
0.2005281001329422,
-0.3052683472633362,
0.9599515795707703,
0.21697017550468445,
-0.48825523257255554,
-0.48211532831192017,
-0.13244381546974182,
0.46527519822120667,
0.1947336196899414,
-0.39820265769958496,
-0.5486615300178528,
-0.5102637410163879,
0.2639361321926117,
0.37502479553222656,
-0.261887788772583,
-0.5876932740211487,
0.21653993427753448,
-0.0676034688949585,
0.15801525115966797,
-0.23327846825122833,
0.12486758083105087,
0.6061438918113708,
0.4897121489048004,
-0.07751019299030304,
-0.12119811028242111,
0.35430222749710083,
0.07267273217439651,
-0.10363348573446274,
-0.28751835227012634,
-0.43507951498031616,
-0.05353152006864548,
-0.14387160539627075,
0.2862670123577118,
-0.24070487916469574,
0.31306564807891846,
-0.2908114790916443,
0.42644160985946655,
-0.3115271329879761,
-0.4647611081600189,
0.30557212233543396,
-0.4538540244102478,
0.17238695919513702,
-0.44201982021331787,
-0.1705193817615509,
0.4479624330997467,
0.6003093719482422,
0.018206339329481125,
0.028239727020263672,
-0.24207338690757751,
0.5567023158073425,
0.26671043038368225,
-0.5627756118774414,
0.3136845827102661,
0.21539907157421112,
0.13702510297298431,
0.03815630450844765,
-0.10508802533149719,
0.008037553168833256,
0.07331173866987228,
0.4199387729167938,
0.3943335711956024,
0.5847821235656738,
-0.3528367578983307,
0.043709490448236465,
0.18018800020217896,
0.01751144789159298,
0.780200719833374,
0.09777671843767166,
0.6315839290618896,
0.5912879109382629,
0.4010026454925537,
-0.261932373046875,
-0.2278660088777542,
0.7012913227081299,
-0.37880438566207886,
0.2719026505947113,
0.3519384562969208,
0.24888522922992706,
0.28299349546432495,
0.7853199243545532,
-0.2511938810348511,
0.20635631680488586,
0.2592312693595886,
0.22703491151332855,
0.09876647591590881,
-0.4808606505393982,
-0.3039689362049103,
-0.057147033512592316,
0.6727582216262817,
0.43041858077049255,
-0.628371000289917,
-0.028570357710123062,
0.09006331115961075,
-0.07368602603673935,
0.43537822365760803,
0.7643924951553345,
-0.2883656620979309,
0.2205023616552353,
0.19014747440814972,
-0.20828472077846527,
0.28073373436927795,
0.03262612968683243,
-0.2238362431526184,
-0.2586914002895355,
-0.04881885647773743,
-0.21880461275577545,
-0.0679209753870964,
0.30782315135002136,
0.08420463651418686,
0.3087315261363983,
-0.20905756950378418,
-0.17450830340385437,
-0.3601304292678833,
0.04613149166107178,
0.48555999994277954,
0.4067190885543823,
0.6096223592758179,
-0.29592546820640564,
-0.36648494005203247,
0.07399404048919678,
-0.47610118985176086,
0.5786017179489136,
-0.42803114652633667,
-0.5817732810974121,
-0.23311573266983032,
-0.3228742182254791,
-0.4985853135585785,
-0.038751740008592606,
0.06034478917717934,
0.04386071488261223,
0.003558735130354762,
-0.3276827335357666,
0.006591755896806717,
-0.14284604787826538,
0.1436237394809723,
0.21738389134407043,
0.21842747926712036,
0.18422064185142517,
0.04909555986523628,
-0.5408644080162048,
-0.426108181476593,
0.3307163119316101,
-0.10081827640533447,
0.469434916973114,
-0.5000699162483215,
1.0190109014511108,
0.5204612016677856,
0.6270762085914612,
0.09096310287714005,
-0.1546229124069214,
0.20811492204666138,
0.5295300483703613,
-0.10806050151586533,
-0.3111328184604645,
-0.8710883855819702,
-0.3723979890346527,
-0.7341673970222473,
-0.1817636489868164,
0.617609441280365,
-0.132253497838974,
-0.2969086170196533,
-0.04225389286875725,
-0.005756747908890247,
0.3767809271812439,
0.1351303905248642,
-0.11279729008674622,
0.5800370573997498,
-0.1465832144021988,
-0.4441322982311249,
-0.5569784641265869,
0.6708230972290039,
0.21678517758846283,
-0.020024891942739487,
-0.43495282530784607,
0.3457493484020233,
0.09454770386219025,
-0.36740270256996155,
0.006584974937140942,
0.18583551049232483,
-0.0608459897339344,
-0.5513708591461182,
0.5922508239746094,
-0.7470748424530029,
-0.08587490767240524,
-0.1613180786371231,
0.1357634961605072,
0.33784547448158264,
-0.41326746344566345,
-0.35869836807250977,
-0.22309112548828125,
0.05081014335155487,
0.75673907995224,
-0.07622456550598145,
0.09687834233045578,
0.0044469935819506645,
-0.32791316509246826,
-0.6302707195281982,
0.36053863167762756,
0.1368950605392456,
-0.3138773739337921,
-0.2378140240907669,
0.09872785210609436,
-0.4346330761909485,
0.7103355526924133,
-0.08668361604213715,
-0.9637748599052429,
-0.052631475031375885,
-0.1877671331167221
] |
We investigate the problem of readeraware multi-document summarization (RA-MDS) and introduce a new dataset for this problem. To tackle RA-MDS, we extend a variational auto-encodes (VAEs) based MDS framework by jointly considering news documents and reader comments. To conduct evaluation for summarization performance, we prepare a new dataset. We describe the methods for data collection, aspect annotation, and summary writing as well as scrutinizing by experts. Experimental results show that reader comments can improve the summarization performance, which also demonstrates the usefulness of the proposed dataset. The annotated dataset for RA-MDS is available online1. | [
0.0013072951696813107,
0.005744533613324165,
-0.013516152277588844,
0.016603585332632065,
0.009716012515127659,
0.005824485793709755,
0.008696560747921467,
-0.005988115910440683,
-0.009935831651091576,
-0.013349469751119614,
-0.000030099123250693083,
0.0070542097091674805,
-0.002926470944657922,
0.004935814067721367,
0.006535675376653671,
-0.008423912338912487,
-0.017553184181451797,
-0.017975006252527237,
0.009758509695529938,
0.022887954488396645,
0.004181018099188805,
0.013872929848730564,
0.008573921397328377,
0.014267925173044205,
-0.016572073101997375,
0.026806149631738663,
0.023920180276036263,
-0.01153795700520277,
0.012598101049661636,
0.005636092275381088,
-0.001489895861595869,
-0.01476886123418808,
-0.0075787026435136795,
0.019522108137607574,
-0.0003641004441305995,
-0.02356228418648243,
-0.0067712077870965,
0.015420320443809032,
0.0040262918919324875,
-0.005805822554975748,
0.0017014812910929322,
-0.005071493797004223,
0.0033638300374150276,
-0.004812290426343679,
-0.006989147048443556,
-0.011179435066878796,
-0.004792734049260616,
-0.007522447034716606,
0.005652954801917076,
0.007918592542409897,
-0.01896153949201107,
-0.015789087861776352,
-0.000746981764677912,
-0.0076911477372050285,
-0.005616995505988598,
-0.015685860067605972,
0.01803259178996086,
0.012423881329596043,
-0.025082746520638466,
0.011074140667915344,
-0.012078757397830486,
0.006421808153390884,
-0.004576610401272774,
-0.0015102520119398832,
-0.037910886108875275,
-0.06731704622507095,
0.0049171471036970615,
0.010382186621427536,
0.008421416394412518,
-0.014980826526880264,
0.0038897970225661993,
0.008296692743897438,
-0.028178803622722626,
0.015382461249828339,
0.007807075511664152,
0.01622859574854374,
0.0022888840176165104,
-0.010973891243338585,
0.001742945984005928,
-0.009678329341113567,
-0.00011871138121932745,
-0.00015850493218749762,
-0.025758501142263412,
0.005937227047979832,
0.016038261353969574,
0.005554700270295143,
-0.022534938529133797,
0.004274948965758085,
-0.007561648264527321,
0.006430990062654018,
-0.004247239790856838,
0.002748108236119151,
-0.008324071764945984,
0.015359649434685707,
-0.02080170437693596,
-0.010877440683543682,
0.01616096869111061,
0.02178877592086792,
0.008878011256456375,
-0.006775198504328728,
-0.005204678513109684,
0.010911237448453903,
0.01987447217106819,
0.009504079818725586,
0.015311842784285545,
0.0045386264100670815,
-0.0013510254211723804,
-0.00015340978279709816,
-0.00816505029797554,
0.0035352963022887707,
0.002456899732351303,
0.00731265265494585,
-0.024466615170240402,
-0.00503210723400116,
0.0017369328998029232,
-0.004784624557942152,
0.0017290764953941107,
0.00749405100941658,
0.008266964927315712,
-0.012615482322871685,
-0.02136915735900402,
-0.020334307104349136,
0.005702962167561054,
0.002926317509263754,
-0.00011533522047102451,
0.0020956280641257763,
0.006826154887676239,
0.008618799969553947,
-0.024797705933451653,
0.02054653689265251,
-0.011091814376413822,
-0.007471687160432339,
-0.0058846380561590195,
-0.004585167858749628,
0.022025858983397484,
0.004331252537667751,
-0.0020229967776685953,
-0.021435296162962914,
0.002161120530217886,
-0.0033188392408192158,
0.00048457528464496136,
0.009491385892033577,
-0.00477434229105711,
0.01304034236818552,
0.0011235265992581844,
-0.0020957146771252155,
0.006106845568865538,
-0.004301656037569046,
-0.0007791221141815186,
-0.0030354224145412445,
0.01392928883433342,
-0.010994278825819492,
-0.016845019534230232,
-0.008659250102937222,
-0.018021948635578156,
-0.007110005244612694,
-0.008136508986353874,
-0.02418898046016693,
-0.022861815989017487,
0.008904805406928062,
0.003116715233772993,
0.0074557350017130375,
-0.01109460461884737,
0.007650893181562424,
-0.0068984683603048325,
0.004784291610121727,
0.01126533281058073,
0.002163518453016877,
0.005702233873307705,
0.0010477860923856497,
0.0007404365460388362,
0.00042479345574975014,
0.014639472588896751,
0.0025330630596727133,
-0.01313947606831789,
-0.008524691686034203,
-0.0029771116096526384,
0.004216575529426336,
-0.011131804436445236,
0.0668080672621727,
-0.00969318114221096,
-0.00586321298032999,
-0.012076394632458687,
-0.01401741523295641,
0.0275021493434906,
-0.017627129331231117,
0.024435214698314667,
-0.012818343937397003,
-0.02354360558092594,
0.009882219135761261,
-0.0137728750705719,
0.012791328132152557,
0.008538592606782913,
-0.011820759624242783,
0.0016964823007583618,
0.0022869459353387356,
0.021398238837718964,
-0.008605033159255981,
0.010759018361568451,
0.017122909426689148,
0.009160659275949001,
0.010686858557164669,
0.020879628136754036,
-0.012648624368011951,
0.017221959307789803,
0.01172037422657013,
0.005751173943281174,
-0.003896011970937252,
0.0014972530771046877,
0.02559644728899002,
0.019594687968492508,
0.017233774065971375,
0.008021943271160126,
-0.017614077776670456,
0.003995460458099842,
-0.0044326987117528915,
-0.02516816556453705,
0.003419063286855817,
-0.011589014902710915,
-0.014889570884406567,
-0.006356154568493366,
0.00887540727853775,
-0.020352374762296677,
-0.002044321969151497,
0.014629796147346497,
0.012555756606161594,
-0.008722243830561638,
0.008420174941420555,
0.005827340297400951,
-0.007782698608934879,
0.008664111606776714,
0.008301974274218082,
-0.010095280595123768,
0.006007372867316008,
0.024166546761989594,
0.007021963130682707,
0.008419610559940338,
-0.013964004814624786,
0.008024821057915688,
-0.014434052631258965,
-0.007590179331600666,
-0.008236400783061981,
-0.0032002879306674004,
0.006606864742934704,
0.02515270560979843,
0.0007671152707189322,
-0.01304938830435276,
-0.002066399436444044,
0.021412216126918793,
-0.0034286368172615767,
0.005477153696119785,
-0.007842838764190674,
0.018463360145688057,
-0.003501647850498557,
-0.005513226613402367,
-0.014311866834759712,
-0.01434971485286951,
-0.0012708082795143127,
0.024063492193818092,
-0.024618659168481827,
-0.0035703685134649277,
0.003673187457025051,
0.0011116405948996544,
-0.01658944971859455,
0.0012455926043912768,
-0.011106768622994423,
0.00465917494148016,
-0.010410536080598831,
-0.026551473885774612,
-0.04053109139204025,
0.005925134755671024,
-0.011018200777471066,
-0.0063407327979803085,
-0.0817127674818039,
-0.008714165538549423,
0.014242719858884811,
0.005373313091695309,
0.007980478927493095,
-0.02392462082207203,
-0.009925628080964088,
-0.0029617566615343094,
-0.018021203577518463,
0.014626785181462765,
-0.005515235010534525,
0.017061976715922356,
-0.015109804458916187,
0.01426252443343401,
0.003246281761676073,
-0.009571043774485588,
0.006346747744828463,
-0.03170996904373169,
-0.001999601721763611,
0.01024533249437809,
0.009520603343844414,
0.01614191196858883,
0.01259608007967472,
0.01070411130785942,
-0.017274480313062668,
0.0070813363417983055,
0.00019026175141334534,
0.0036426433362066746,
0.016433045268058777,
0.006627957336604595,
0.002773287007585168,
-0.024458453059196472,
-0.014457257464528084,
-0.010398083366453648,
0.013023637235164642,
0.021566536277532578,
-0.025319119915366173,
-0.008342498913407326,
-0.008680247701704502,
0.0038614298682659864,
0.03408157825469971,
-0.0003180564381182194,
0.010352715849876404,
0.002077719895169139,
0.009796328842639923,
0.02849764935672283,
0.009441188536584377,
0.021886533126235008,
0.010755264200270176,
-0.021812818944454193,
-0.021735168993473053,
-0.0032878085039556026,
-0.008511409163475037,
0.011019952595233917,
-0.006166958250105381,
0.014860892668366432,
0.008978955447673798,
-0.01737777516245842,
-0.008600076660513878,
-0.008514289744198322,
-0.021445658057928085,
-0.020216522738337517,
0.0018204252701252699,
0.0075479354709386826,
-0.029631389304995537,
0.014695005491375923,
0.01136116310954094,
-0.007016417570412159,
-0.02009580470621586,
-0.017454005777835846,
0.008212359622120857,
-0.009862132370471954,
-0.00878206081688404,
-0.004031479824334383,
-0.0062703476287424564,
-0.017073404043912888,
-0.017794135957956314,
0.008864694274961948,
-0.02520463988184929,
0.018969427794218063,
-0.018766116350889206,
0.00969725102186203,
0.0021477057598531246,
0.01877477951347828,
-0.01852596178650856,
0.012285280972719193,
0.005802510306239128,
-0.006193694192916155,
0.006839915178716183,
-0.012712059542536736,
0.008954638615250587,
0.003588843857869506,
0.012008205987513065,
0.00574829988181591,
-0.017652150243520737,
-0.017894322052598,
0.007751677185297012,
-0.0021682167425751686,
0.010838070884346962,
0.008969193324446678,
0.0007263999432325363,
-0.012129628099501133,
0.003487515263259411,
-0.009657194837927818,
0.004864824004471302,
0.003567469771951437,
-0.02060314454138279,
-0.014609897509217262,
0.023389644920825958,
-0.004790439270436764,
-0.00619704183191061,
-0.02830875664949417,
-0.003274737624451518,
0.02846168354153633,
0.006445976905524731,
-0.008542080409824848,
-0.003504018997773528,
-0.012719651684165001,
0.07351714372634888,
-0.0004289372591301799,
-0.002696957439184189,
-0.005179371684789658,
0.008320093154907227,
-0.024141065776348114,
-0.011018525809049606,
0.014400258660316467,
-0.002550596371293068,
0.013319093734025955,
0.011405441910028458,
0.013271918520331383,
-0.004172959830611944,
0.0026997383683919907,
-0.0037490453105419874,
-0.012098175473511219,
0.017207708209753036,
0.0018125763162970543,
0.00787108764052391,
0.01201975904405117,
-0.004578586667776108,
-0.01303569134324789,
-0.027899615466594696,
-0.000885925255715847,
-0.01537226140499115,
0.008138812147080898,
0.01315454114228487,
-0.013043650425970554,
0.012103306129574776,
0.005378026515245438,
0.0015262489905580878,
0.022734636440873146,
-0.007513487245887518,
0.018481560051441193,
0.0039847055450081825,
-0.00243543554097414,
-0.0037197694182395935,
0.00355662708170712,
-0.0029535586945712566,
-0.002905586501583457,
0.0009634447051212192,
-0.01518816314637661,
-0.012529492378234863,
0.010951219126582146,
-0.0023992699570953846,
-0.006170431151986122,
0.005542343016713858,
-0.006061925552785397,
-0.011213729158043861,
0.0005910214968025684,
-0.004072602838277817,
0.0065992241725325584,
0.018819812685251236,
0.010413773357868195,
-0.010100788436830044,
0.008287510834634304,
-0.004412103909999132,
-0.005104409530758858,
0.01733987405896187,
0.011800000444054604,
-0.01770418882369995,
0.009480909444391727,
0.015207916498184204,
0.009061852470040321,
-0.004680213052779436,
-0.012098129838705063,
0.004431539680808783,
-0.009423263370990753,
0.012149774469435215,
-0.016269342973828316,
0.0022919797338545322,
-0.009703479707241058,
-0.008374110795557499,
-0.015176103450357914,
-0.039096806198358536,
-0.035715050995349884,
-0.008034134283661842,
-0.00507620582357049,
0.024146901443600655,
0.021076522767543793,
-0.031052129343152046,
0.0059269326739013195,
-0.0008328438270837069,
0.0020204544998705387,
-0.005115929525345564,
0.005612900480628014,
-0.03332771360874176,
-0.07560671865940094,
0.007352700922638178,
0.005458035971969366,
-0.006209163926541805,
0.004416021052747965,
0.014463215135037899,
-0.010531194508075714,
-0.009904013946652412,
0.0026571478229016066,
-0.008140116930007935,
0.024605421349406242,
-0.0164193082600832,
-0.024881865829229355,
-0.02694384753704071,
0.007715648040175438,
0.020895402878522873,
-0.0013556214980781078,
-0.012007393874228,
-0.016742585226893425,
0.01783539168536663,
0.010251998901367188,
0.02210916206240654,
0.008352977223694324,
-0.0010967801790684462,
-0.009285014122724533,
-0.08256687223911285,
0.008038656786084175,
0.001951695652678609,
-0.016397178173065186,
-0.0355808362364769,
0.009807854890823364,
0.008712035603821278,
-0.01636364310979843,
0.014317687600851059,
-0.01111390721052885,
-0.014867126941680908,
-0.000613392039667815,
0.02333107776939869,
0.00415067607536912,
0.013321354985237122,
-0.0023656622506678104,
0.0031489389948546886,
-0.022504160180687904,
-0.010080887004733086,
-0.006656520999968052,
0.007488628849387169,
0.01894478127360344,
-0.00199112668633461,
0.014079292304813862,
-0.008718125522136688,
-0.0015021672006696463,
0.0026728385128080845,
0.010181259363889694,
0.01928086020052433,
-0.009355880320072174,
0.01309604849666357,
0.005744839087128639,
-0.0052831037901341915,
-0.006311698351055384,
0.006702495738863945,
-0.00423787347972393,
-0.0008993097580969334,
0.008474783040583134,
-0.009202349931001663,
-0.030648453161120415,
-0.004396805539727211,
0.007318857125937939,
0.004025894682854414,
-0.007008947432041168,
-0.00792732648551464,
-0.01628328114748001,
0.006247168406844139,
-0.009288161993026733,
-0.004899438936263323,
-0.019612589851021767,
0.007299504708498716,
-0.015613612718880177,
0.015302635729312897,
0.017635200172662735,
0.0012374292127788067,
0.01493365503847599,
-0.003907246980816126,
0.02612731233239174,
-0.010453740134835243,
0.008521268144249916,
-0.008330831304192543,
0.007340085692703724,
-0.002856503939256072,
0.07208015024662018,
-0.03296314924955368,
0.00016655726358294487,
0.01615874283015728,
0.0023183668963611126,
0.0026997323147952557,
0.012381208129227161,
0.007723888382315636,
0.017795251682400703,
-0.01916293054819107,
0.005155772902071476,
-0.006656314712017775,
0.013182408176362514,
0.012974348850548267,
0.0013054695446044207,
0.010242503136396408,
-0.008239147253334522,
0.0052096969448029995,
0.003310878062620759,
-0.007392056751996279,
-0.019171293824911118,
0.004978181794285774,
-0.008098037913441658,
0.006346709094941616,
-0.004612558055669069,
-0.014838384464383125,
0.0028597982600331306,
0.006495824083685875,
-0.01712033338844776,
0.012008296325802803,
-0.01196967251598835,
0.006402764469385147,
0.0005679799942299724,
0.045006219297647476,
0.016676312312483788,
0.008613575249910355,
0.010116234421730042,
0.007621000986546278,
-0.017942393198609352,
0.003885270096361637,
-0.02251596748828888,
-0.019473448395729065,
-0.0018177522579208016,
-0.00035743112675845623,
-0.0008087987080216408,
0.03578575700521469,
-0.01601121760904789,
0.001987853553146124,
-0.0012383079156279564,
-0.00411777850240469,
0.000043917447328567505,
-0.004164007026702166,
0.00868262816220522,
-0.010500673204660416,
0.01773074083030224,
0.00865836814045906,
-0.011511559598147869,
0.015844661742448807,
0.0045922379940748215,
-0.011254156939685345,
-0.008113660849630833,
-0.010645980015397072,
-0.0024125324562191963,
-0.0068466998636722565,
0.019764233380556107,
-0.006073465570807457,
-0.0008943745633587241,
-0.0191207192838192,
-0.011821691878139973,
0.010357310995459557,
-0.005452097859233618,
-0.010644445195794106,
0.006226422730833292,
0.005512711126357317,
0.02179153636097908,
0.0008188306819647551,
-0.004128824919462204,
-0.001453072065487504,
0.02351570501923561,
0.0115330396220088,
-0.007259735371917486,
0.012837136164307594,
0.018157191574573517,
-0.02113140933215618,
0.010461399331688881,
-0.0069316960871219635,
-0.002224218100309372,
0.007850722409784794,
-0.005004327744245529,
0.008580822497606277,
0.02146468684077263,
0.003974752966314554,
-0.00027243324439041317,
-0.00016278401017189026,
0.005198742263019085,
0.03384500741958618,
-0.016483955085277557,
0.005997507832944393,
-0.0001949442084878683,
0.009000982157886028,
0.021521147340536118,
-0.0226549431681633,
-0.002010343363508582,
0.01854107156395912,
-0.0014953282661736012,
0.0057239774614572525,
0.004304907750338316,
-0.0018537940923124552,
-0.005468603223562241,
-0.00513489730656147,
0.019391585141420364,
0.005685359239578247,
0.0014522498240694404,
0.011211480014026165,
-0.0019080775091424584,
0.023284591734409332,
-0.005027626641094685,
0.00012213224545121193,
0.01159382238984108,
-0.009715566411614418,
-0.023762162774801254,
-0.01994471065700054,
0.029077768325805664,
0.02638021670281887,
0.0041105421259999275,
-0.003810120513662696,
-0.0036030150949954987,
0.00484106969088316,
0.0053973933681845665,
-0.008535982109606266,
0.013581793755292892,
0.02238154038786888,
-0.002994725713506341,
0.004474346991628408,
0.011133874766528606,
-0.0005534752272069454,
-0.004419201985001564,
-0.013871341943740845,
-0.0012328983284533024,
-0.011140621267259121,
0.010976208373904228,
-0.003960627131164074,
0.006209543906152248,
-0.01216909196227789,
0.006741740275174379,
0.002701512537896633,
0.03188696503639221,
0.004038420505821705,
0.007034600712358952,
-0.005000274628400803,
0.01041140966117382,
-0.002210737206041813,
0.005169103853404522,
-0.002949298592284322,
-0.001002308912575245,
0.006216910667717457,
-0.0062730517238378525,
0.03709329664707184,
-0.01054981630295515,
0.00687575014308095,
0.00444335862994194,
0.0345771349966526,
0.009251239709556103,
0.003961276728659868,
0.0009574666619300842,
0.005219446029514074,
0.0011688689701259136,
0.02055475302040577,
-0.008771983906626701,
-0.005426132120192051,
-0.004716189578175545,
0.01489967666566372,
-0.013915067538619041,
0.012803486548364162,
-0.02386024221777916,
-0.002470840699970722,
0.00918604712933302,
-0.003916677087545395,
-0.02882065623998642,
0.010506209917366505,
0.014265861362218857,
-0.02293272316455841,
-0.0005673060659319162,
-0.012548995204269886,
-0.00600874237716198,
0.021860823035240173,
-0.0038037861231714487,
0.01550739724189043,
0.002296633319929242,
0.01392437145113945,
-0.009869660250842571,
-0.014224831014871597,
-0.013361188583076,
-0.014859093353152275,
0.011462071910500526,
-0.01414700411260128,
0.0008381614461541176,
0.000725590973161161,
-0.015082331374287605,
0.007437254302203655,
-0.011376994661986828,
-0.013560589402914047
] | [
0.17205412685871124,
0.2176518589258194,
0.1332637369632721,
0.1357841044664383,
-0.30195352435112,
0.3466225266456604,
-0.0200322475284338,
-0.49460747838020325,
0.040801066905260086,
-0.42749032378196716,
-0.07379885762929916,
0.6641750335693359,
-0.09651950746774673,
-0.16880904138088226,
0.09098514169454575,
0.7338259816169739,
0.19903840124607086,
0.15479759871959686,
-0.06113021448254585,
-0.3617359697818756,
-0.19431108236312866,
-0.11881564557552338,
0.2401023805141449,
-0.6050679087638855,
0.05677473917603493,
0.10808887332677841,
0.6959842443466187,
0.3647903501987457,
-0.4510788321495056,
-0.21922673285007477,
-0.08983749896287918,
0.6088879704475403,
-0.22649291157722473,
-0.29069042205810547,
-0.2762567102909088,
-0.17391236126422882,
-0.14437678456306458,
0.22984275221824646,
0.21289731562137604,
-0.27678170800209045,
-0.3788473904132843,
-0.17092160880565643,
-0.1278390884399414,
0.19094295799732208,
0.004012774210423231,
-0.758434534072876,
-1.4465160369873047,
0.09009836614131927,
-0.6275455355644226,
0.09080212563276291,
-0.2190067172050476,
0.8879134058952332,
0.14196142554283142,
0.2591293156147003,
-0.3329908847808838,
0.5615240931510925,
-0.40716269612312317,
-0.19792282581329346,
0.1432376354932785,
-0.4392133951187134,
0.23256048560142517,
-0.20762164890766144,
-0.11694299429655075,
0.08508334308862686,
0.1452668458223343,
0.27790170907974243,
0.0016867655795067549,
-0.46511590480804443,
-0.5263404250144958,
-0.03923328220844269,
0.27030786871910095,
-0.34404119849205017,
-0.3344913423061371,
0.5252694487571716,
-0.1446838080883026,
0.38577544689178467,
0.07834620773792267,
-0.38725313544273376,
0.007031726185232401,
-0.28604602813720703,
-0.22896111011505127,
0.12030777335166931,
0.49609413743019104,
-0.11807771027088165,
0.45172110199928284,
0.3760647177696228,
-0.2293635457754135,
0.24653342366218567,
-0.1681196391582489,
-0.04411424323916435,
-0.4150127172470093,
-0.38814491033554077,
0.264069527387619,
0.8188427686691284,
1.000536322593689,
0.32875218987464905,
0.25272902846336365,
-0.06951882690191269,
0.014973694458603859,
-0.02207791805267334,
-0.25656014680862427,
0.17009945213794708,
0.6750783324241638,
-0.02641923725605011,
-0.3763734996318817,
-0.5800139904022217,
-0.49831080436706543,
-0.544780969619751,
-0.0658126026391983,
0.33957579731941223,
-0.3619236350059509,
0.7714407444000244,
0.067393958568573,
-0.2062203288078308,
-0.14657410979270935,
-0.11490030586719513,
0.19624318182468414,
0.05520019307732582,
-0.36799976229667664,
0.4160774350166321,
0.40902432799339294,
1.3139020204544067,
0.33946529030799866,
0.5239706635475159,
0.18537655472755432,
0.034457992762327194,
0.6166893839836121,
0.4535057842731476,
-0.2702800929546356,
0.8278453350067139,
0.242773175239563,
0.9065122604370117,
-0.10825414955615997,
-0.029611777514219284,
-0.3685719072818756,
-0.1504412442445755,
0.3560425341129303,
0.03355445712804794,
0.4523378908634186,
0.20664817094802856,
-0.621680736541748,
-0.4300178587436676,
-0.08847972005605698,
-0.02149667777121067,
-0.23588339984416962,
-0.1710214763879776,
-0.17966489493846893,
-0.09311531484127045,
-0.48429766297340393,
-0.3065354526042938,
-0.15759392082691193,
-0.052887141704559326,
-0.6860775351524353,
0.060214683413505554,
0.03537866845726967,
0.6122807860374451,
-0.011200924403965473,
-0.18218687176704407,
-0.2708868086338043,
0.44671764969825745,
0.3024123013019562,
0.4768052101135254,
-0.6841191053390503,
0.013508622534573078,
-0.015982236713171005,
-0.432655394077301,
-0.2640657424926758,
0.3195881247520447,
0.13659057021141052,
-0.3645275831222534,
0.03479483351111412,
-0.33808496594429016,
-0.19665779173374176,
-0.5536499619483948,
-0.035419728606939316,
0.5006122589111328,
0.7243889570236206,
0.40430715680122375,
0.22302046418190002,
0.3301678001880646,
-0.8181901574134827,
-0.25422635674476624,
-0.3414909839630127,
-0.35215166211128235,
0.3652401566505432,
0.14534837007522583,
0.5422255992889404,
-0.10334256291389465,
-0.1664200723171234,
-0.11181677132844925,
-0.8010410070419312,
-0.3685995936393738,
0.584648609161377,
-0.756780207157135,
1.2966581583023071,
-0.0756220817565918,
-0.2651554048061371,
1.4896682500839233,
-0.09154617041349411,
0.44235870242118835,
-0.09869525581598282,
0.3459049165248871,
0.46895158290863037,
-0.24158751964569092,
-0.3919832408428192,
-0.24525603652000427,
0.03307583928108215,
0.24766793847084045,
-0.7351056933403015,
0.3580370545387268,
0.2738623023033142,
-0.09393325448036194,
-0.19381698966026306,
-0.3635168671607971,
0.07696308195590973,
0.0902303159236908,
-0.02594715543091297,
-0.014587330631911755,
-0.252847820520401,
-0.10992543399333954,
1.0935996770858765,
-0.46988844871520996,
0.557080090045929,
0.4370129108428955,
-0.13674233853816986,
0.6368077993392944,
0.5137701034545898,
0.39345812797546387,
0.8109057545661926,
-0.9994080066680908,
0.09494251012802124,
-0.056497566401958466,
0.48619988560676575,
-0.6634847521781921,
-0.37365540862083435,
-0.03524484857916832,
0.16138900816440582,
-0.10264096409082413,
0.18569423258304596,
0.17791235446929932,
0.03651813417673111,
0.21918189525604248,
-0.2155236452817917,
0.15286846458911896,
0.14720021188259125,
-0.48686063289642334,
-0.500029444694519,
0.31179577112197876,
-0.5917031764984131,
-0.022290395572781563,
0.3000427484512329,
0.43254101276397705,
0.16681437194347382,
-0.29129108786582947,
0.11162301152944565,
0.6693426370620728,
-0.45112869143486023,
-0.3583274483680725,
0.32462334632873535,
-0.08275854587554932,
-0.21341794729232788,
-0.3158128559589386,
0.11659666895866394,
0.1989831179380417,
0.11549035459756851,
-0.4426265358924866,
-0.6106823682785034,
-0.3585231304168701,
0.2524489164352417,
0.8794509768486023,
0.24465101957321167,
-0.15142139792442322,
-0.642647385597229,
0.24448849260807037,
0.3430769741535187,
-0.528928816318512,
0.16534745693206787,
0.05658489093184471,
-0.8551694750785828,
-0.7482204437255859,
0.12768878042697906,
0.3294340670108795,
0.9266061782836914,
-0.23103101551532745,
-0.19078056514263153,
-0.32751935720443726,
0.3319140672683716,
-0.17219790816307068,
-0.4918775260448456,
-0.10574590414762497,
-0.2077905237674713,
0.45691344141960144,
-0.0674961507320404,
-0.3460390567779541,
1.10062837600708,
0.3607645630836487,
0.008905990980565548,
0.17668074369430542,
0.16380859911441803,
-0.11212904751300812,
-0.3659754991531372,
0.31230130791664124,
0.33003196120262146,
-0.3636842668056488,
0.31020432710647583,
-0.26998716592788696,
-0.5024222731590271,
0.6738505363464355,
-5.859825611114502,
-0.31321483850479126,
-0.7675979137420654,
0.08945063501596451,
-0.9312124848365784,
0.10209301114082336,
0.7456239461898804,
-0.37288370728492737,
0.11411876231431961,
-0.1430821567773819,
0.11833252012729645,
0.4192942976951599,
0.16118064522743225,
0.389904260635376,
0.2143823206424713,
0.4714326858520508,
0.18053895235061646,
0.28395187854766846,
0.5351642966270447,
0.571885347366333,
0.17810575664043427,
-0.38433894515037537,
-0.4925293028354645,
0.4560694694519043,
0.5729225277900696,
0.11165636777877808,
-0.5084798336029053,
0.33119693398475647,
0.36262357234954834,
-0.05833350867033005,
0.475870281457901,
-0.04910475015640259,
-0.20036116242408752,
-0.10322099924087524,
0.3942258059978485,
-0.048966243863105774,
0.4051181972026825,
-0.12845268845558167,
-0.0756206139922142,
-0.4234759211540222,
0.7072427868843079,
0.4262409508228302,
0.06227836385369301,
-0.1668696105480194,
0.046806421130895615,
-0.1620037853717804,
-0.5324843525886536,
0.40955570340156555,
0.1210794448852539,
0.8027807474136353,
-0.01650610938668251,
-0.08036214858293533,
0.138020858168602,
0.3322083055973053,
-0.1723511964082718,
0.10842954367399216,
-0.013685767538845539,
-0.0858382135629654,
-0.30659225583076477,
-0.3724260926246643,
0.4512712359428406,
-0.6586422324180603,
-0.03471706062555313,
-0.7846326231956482,
-0.1665089875459671,
0.05051480606198311,
-0.8373621702194214,
-0.721925675868988,
0.22130073606967926,
0.026795227080583572,
-0.45826929807662964,
0.2694772481918335,
-0.03854566812515259,
-0.4148130714893341,
0.4194698631763458,
-0.508495569229126,
0.11666799336671829,
0.18037152290344238,
-0.2701219618320465,
0.1075190007686615,
-0.1160987839102745,
-0.8090163469314575,
0.07641225308179855,
-0.4037294387817383,
0.24458090960979462,
-0.2887209951877594,
-0.01999625749886036,
0.00993912760168314,
-0.23760144412517548,
0.039277300238609314,
0.7676129341125488,
-0.3417936861515045,
0.008385528810322285,
0.47028225660324097,
0.4919368624687195,
0.21831727027893066,
0.6014951467514038,
0.2096397429704666,
0.3108232021331787,
-0.20619630813598633,
0.279742568731308,
-0.08524728566408157,
-0.07073844969272614,
-1.2301663160324097,
0.1424889713525772,
0.34086740016937256,
-0.6221289038658142,
-0.04951075464487076,
0.48079949617385864,
-0.5605207085609436,
-0.19738124310970306,
-0.24331730604171753,
-0.3884287476539612,
-0.09653554856777191,
0.7914134860038757,
0.2019200176000595,
0.25252237915992737,
0.16769999265670776,
-0.08350019156932831,
-0.20463189482688904,
0.20582233369350433,
0.1278868317604065,
-0.3363722264766693,
-0.10614646971225739,
0.044155020266771317,
-0.47231465578079224,
-0.027370205149054527,
0.752561092376709,
-0.4154982566833496,
0.006013049278408289,
0.42200785875320435,
-0.15684784948825836,
-0.31033286452293396,
0.06960196048021317,
0.46229174733161926,
-0.5644621849060059,
-0.19435644149780273,
0.09730794280767441,
0.32881656289100647,
-0.15582600235939026,
0.514836311340332,
-0.33100590109825134,
-0.1752098947763443,
-0.24366354942321777,
0.23578979074954987,
0.019469432532787323,
-0.2263038456439972,
0.09817976504564285,
-0.5535592436790466,
0.017053721472620964,
-0.6207085251808167,
-0.5318614840507507,
-0.2001812756061554,
-0.0934615284204483,
0.12579445540905,
0.13398239016532898,
0.28988856077194214,
0.2947506010532379,
0.34186360239982605,
-0.3665216863155365,
0.1264106035232544,
0.201033815741539,
-1.1350574493408203,
-0.36235591769218445,
0.08946835249662399,
-0.26257163286209106,
-0.45550283789634705,
-0.2378763109445572,
0.005589012056589127,
0.5544303059577942,
-0.0824509784579277,
-0.23281553387641907,
0.02637990191578865,
-0.5407966375350952,
0.2161884605884552,
-0.28164252638816833,
0.1143089160323143,
-0.014339248649775982,
0.1630946844816208,
0.2586255371570587,
-0.3123863637447357,
-0.4820413887500763,
-0.15770666301250458,
0.41272836923599243,
0.6134040951728821,
0.3943454623222351,
-0.05798651650547981,
-0.055409207940101624,
-0.82050621509552,
-0.5945247411727905,
0.054798197001218796,
0.1441725492477417,
0.5939453840255737,
0.006192977074533701,
-0.31782808899879456,
-0.6988005042076111,
0.1391202211380005,
-0.18445585668087006,
0.14637789130210876,
-0.4555822014808655,
0.2900688648223877,
0.4417588412761688,
-0.5716776847839355,
0.5087926387786865,
-0.13183127343654633,
-0.4300234615802765,
0.4244787096977234,
-0.07064087688922882,
-0.4605918824672699,
0.10149360448122025,
-0.04453949257731438,
-0.31600016355514526,
-0.06541191786527634,
0.46247953176498413,
-0.4035460948944092,
-0.09822791814804077,
0.2385311871767044,
-0.18097110092639923,
-0.2994726300239563,
0.2745993137359619,
0.4674787223339081,
-0.6557727456092834,
-0.3089010715484619,
0.12967103719711304,
-0.474725604057312,
-0.029113130643963814,
0.838255763053894,
-0.7002687454223633,
-0.2564777135848999,
0.2548961043357849,
-0.15951424837112427,
0.24223485589027405,
0.3380138874053955,
0.2063584327697754,
-0.35924652218818665,
-0.22276245057582855,
-0.7340439558029175,
0.24300749599933624,
0.16507451236248016,
0.17006798088550568,
0.0685056746006012,
0.54671311378479,
-0.23933623731136322,
-0.6386541128158569,
-0.23039744794368744,
0.13531841337680817,
0.2156250923871994,
-0.28267163038253784,
-0.6311031579971313,
0.1752164363861084,
0.6186450123786926,
-0.3172956109046936,
-0.17068536579608917,
0.016368333250284195,
0.8492562770843506,
0.48585760593414307,
-0.5005024075508118,
-0.36640244722366333,
-0.5881335735321045,
0.8245296478271484,
0.44629645347595215,
-0.23566994071006775,
-0.3503791093826294,
-0.3705940246582031,
0.21423964202404022,
0.33503374457359314,
0.10344474762678146,
-0.24464194476604462,
0.14087051153182983,
-0.23702631890773773,
-0.09967274963855743,
0.22689802944660187,
0.07599136978387833,
0.43726348876953125,
0.18929097056388855,
-0.27583301067352295,
-0.5369725823402405,
0.21453407406806946,
0.2503678500652313,
0.1276310384273529,
0.033632535487413406,
-0.5697898268699646,
0.16908593475818634,
-0.13757455348968506,
0.5096215605735779,
-0.016353627666831017,
0.668822169303894,
-0.05579205974936485,
0.17260117828845978,
-0.0587056539952755,
-0.11847031116485596,
0.2024911493062973,
-0.642372190952301,
-0.08208204060792923,
-0.02556769922375679,
-0.1547635793685913,
0.7641254663467407,
0.34524551033973694,
-0.11312351375818253,
0.025105703622102737,
0.06881164759397507,
0.44787299633026123,
0.3861418664455414,
-0.6259959936141968,
0.48336517810821533,
0.015265978872776031,
0.06470602005720139,
0.18139377236366272,
-0.05927594378590584,
0.05133095756173134,
0.3548636734485626,
0.03814620524644852,
0.3634890615940094,
0.2601920962333679,
-0.3880424499511719,
-0.013320748694241047,
-0.09373733401298523,
0.008504578843712807,
0.8256415128707886,
0.07972593605518341,
-0.038408052176237106,
0.2790640592575073,
0.6999278664588928,
-0.3349992036819458,
-0.5750051736831665,
0.4149923026561737,
0.002486221492290497,
0.27154457569122314,
0.06903443485498428,
-0.05074545368552208,
0.49910691380500793,
0.9736597537994385,
-0.23463459312915802,
-0.1215478703379631,
0.015220456756651402,
0.09400719404220581,
0.2889484465122223,
-0.29139357805252075,
-0.37634217739105225,
-0.36451226472854614,
0.5279421806335449,
0.13790912926197052,
-0.10953596234321594,
-0.05835966020822525,
0.002485639648512006,
0.057523272931575775,
-0.013025827705860138,
0.3873555064201355,
-0.3698451519012451,
0.2888028621673584,
-0.44268181920051575,
0.12713149189949036,
-0.15019772946834564,
-0.13261298835277557,
-0.10346706956624985,
-0.3930000066757202,
0.36750707030296326,
-0.2894946038722992,
-0.33449381589889526,
0.577242374420166,
-0.2163781076669693,
0.9232113361358643,
-0.5009866952896118,
0.20940715074539185,
-0.4070655107498169,
0.23245330154895782,
0.9463384747505188,
0.4879819452762604,
0.5598115921020508,
-0.3561793267726898,
-0.3302576243877411,
0.12088385224342346,
-0.47084474563598633,
0.4774176776409149,
-0.21473261713981628,
-0.5495883822441101,
0.456214040517807,
-0.6675593852996826,
-0.21916809678077698,
0.3578283488750458,
0.20367348194122314,
0.29573389887809753,
-0.04239090159535408,
-0.4150633215904236,
0.29810598492622375,
-0.12479494512081146,
-0.11210878938436508,
-0.07225507497787476,
0.45340967178344727,
-0.09867088496685028,
-0.28285351395606995,
-0.8392316102981567,
-0.2634360194206238,
0.1944776028394699,
-0.2760051488876343,
0.07047039270401001,
-0.34931984543800354,
0.9294968247413635,
0.18550285696983337,
0.13303694128990173,
-0.14388929307460785,
-0.12330055236816406,
0.06685233116149902,
0.23826999962329865,
-0.2502687871456146,
0.2863727807998657,
-0.6843850016593933,
-0.4946885406970978,
-0.9137347936630249,
-0.2469058781862259,
0.44861021637916565,
0.10398625582456589,
-0.4784660339355469,
0.12758901715278625,
-0.33551648259162903,
0.09824895858764648,
-0.14533090591430664,
-0.32787930965423584,
0.4549241065979004,
-0.10199952125549316,
-0.4267090857028961,
-0.08355836570262909,
0.742164671421051,
-0.05117993801832199,
0.13219748437404633,
-0.187491774559021,
-0.28470486402511597,
0.5725892186164856,
-0.02237318828701973,
0.20735310018062592,
0.15373075008392334,
-0.33649134635925293,
-0.33419302105903625,
0.5913233160972595,
-0.6160536408424377,
0.292498916387558,
-0.20684383809566498,
0.42922642827033997,
0.15027013421058655,
-0.6136796474456787,
-0.21661125123500824,
-0.45750048756599426,
0.32209306955337524,
0.19622217118740082,
0.09706667065620422,
0.4489763379096985,
-0.4908447861671448,
-0.2455844283103943,
-0.8174178600311279,
0.6595849990844727,
-0.15017159283161163,
-0.27861323952674866,
-0.3839995861053467,
0.048455532640218735,
-0.32322365045547485,
0.1997862011194229,
-0.41068848967552185,
-0.7151007652282715,
-0.0940888300538063,
-0.5504432320594788
] |
Swarm Intelligence is the part of Artificial Intel ligence based on study of actions of individuals in various decentralized sys tems. The Bee Colony Optimization (BCO) metaheuristic has been introduce fairly recently as a new direction in the field of Swarm Intelligence. Artif icial bees represent agents, which collaboratively solve complex combinatorial optimiz ation problem. The chapter presents a classification and analysis of the resul ts achieved using Bee Colony Optimization (BCO) to model complex engineering and management processes. The primary goal of this chapter is to acquaint readers with the basic principles of Bee Colony Optimization, as well as to indicate potenti al BCO applications in engineering and management. | [
-0.01817929372191429,
-0.004240493755787611,
-0.007665792014449835,
0.01801966316998005,
-0.0002095801755785942,
-0.01003092247992754,
0.011239103972911835,
-0.005192984361201525,
-0.013430420309305191,
-0.0029238176066428423,
-0.009068729355931282,
0.017472464591264725,
-0.00801403820514679,
0.02818826399743557,
0.0008869725279510021,
0.007993331179022789,
0.008040830492973328,
0.008750501088798046,
0.004818372428417206,
0.015034105628728867,
-0.011315800249576569,
0.0014480954268947244,
0.01090715080499649,
0.006977804936468601,
0.023669414222240448,
-0.00502069853246212,
-0.03743144869804382,
0.007692781277000904,
-0.0197516568005085,
0.02418343722820282,
-0.017924128100275993,
0.009093862026929855,
0.004850759170949459,
-0.03503549098968506,
0.0012553045526146889,
-0.02141498401761055,
-0.009574856609106064,
0.021072180941700935,
-0.01563302055001259,
-0.0057668015360832214,
-0.022778568789362907,
-0.01331937126815319,
0.0015343218110501766,
-0.019855214282870293,
-0.010812281630933285,
-0.013683522120118141,
-0.0015352197224274278,
-0.019088227301836014,
-0.0075723896734416485,
0.007815701887011528,
-0.011330333538353443,
0.01690768450498581,
-0.0007118831854313612,
0.002768575679510832,
-0.006844573188573122,
-0.03211318701505661,
0.018899068236351013,
-0.02063831314444542,
-0.03430736064910889,
-0.0116799958050251,
-0.004023822024464607,
0.02591487392783165,
-0.003374059684574604,
-0.04448016732931137,
0.00021982146427035332,
-0.0666641891002655,
0.02021656185388565,
0.012405515648424625,
-0.015948206186294556,
-0.013258764520287514,
-0.03448339179158211,
0.01735583320260048,
-0.00886517483741045,
-0.0017263044137507677,
-0.01077477540820837,
-0.007092928048223257,
0.0014353375881910324,
0.006577779538929462,
-0.004466680809855461,
0.00742400111630559,
0.006520714610815048,
0.01461789384484291,
-0.019425492733716965,
0.018055522814393044,
0.03755279630422592,
0.013741791248321533,
-0.040624625980854034,
-0.016297755762934685,
0.008946291171014309,
0.005023264326155186,
0.008118029683828354,
0.0005618943832814693,
-0.0070044780150055885,
-0.004992712289094925,
-0.031688667833805084,
0.00856205727905035,
-0.020869722589850426,
0.02231043204665184,
0.016458259895443916,
-0.0077009499073028564,
-0.02910267934203148,
-0.00014727003872394562,
0.021211497485637665,
-0.0006408300250768661,
0.0110901715233922,
0.010383469983935356,
-0.03537778556346893,
-0.012274149805307388,
0.005259376484900713,
0.011205803602933884,
-0.016343722119927406,
0.024285461753606796,
-0.014530889689922333,
-0.005215407349169254,
0.0397600382566452,
-0.010619347915053368,
-0.00874528381973505,
-0.0011352337896823883,
0.01540365256369114,
0.0066815633326768875,
-0.0014405036345124245,
0.015255207195878029,
-0.0027782898396253586,
-0.01071122195571661,
0.006064252462238073,
-0.017476912587881088,
0.013914469629526138,
-0.012508781626820564,
0.03051680512726307,
0.015878956764936447,
-0.014423519372940063,
-0.016634993255138397,
-0.005350050516426563,
-0.03185269981622696,
0.012740420177578926,
-0.008947866037487984,
-0.01654238998889923,
-0.014910629019141197,
-0.0006154959555715322,
-0.0021823530551046133,
0.0008828757563605905,
0.008127633482217789,
0.007248799316585064,
0.013769865967333317,
0.009869521483778954,
0.0035460307262837887,
0.00025889091193675995,
-0.004388045985251665,
-0.0019781682640314102,
-0.0032916348427534103,
0.008692506700754166,
-0.011514517478644848,
-0.03226501867175102,
-0.010815027169883251,
0.010627632960677147,
0.0191215667873621,
-0.010371988639235497,
-0.02124234288930893,
-0.02379116788506508,
-0.008595742285251617,
-0.012774065136909485,
-0.02165156602859497,
0.01702272891998291,
0.007358637172728777,
-0.01342054270207882,
0.011948577128350735,
0.02472536265850067,
0.010108431801199913,
-0.021344613283872604,
0.008438103832304478,
-0.005808558780699968,
-0.021042529493570328,
0.032424647361040115,
0.006788318976759911,
-0.0016415449790656567,
-0.0020771767012774944,
0.021808326244354248,
0.007632133550941944,
-0.015672706067562103,
0.06663252413272858,
0.04353839159011841,
-0.0013338647549971938,
0.002306307666003704,
0.013266113586723804,
0.01726289466023445,
-0.017628774046897888,
0.018114527687430382,
-0.012634066864848137,
0.009360416792333126,
-0.024521922692656517,
-0.01695617474615574,
0.013147042132914066,
0.00398101843893528,
-0.03618583828210831,
-0.01560156513005495,
0.0030772355385124683,
-0.004805654752999544,
0.0027726073749363422,
-0.024126777425408363,
-0.01390044018626213,
-0.009306138381361961,
-0.01204678788781166,
0.037884343415498734,
0.009945889003574848,
-0.0012908019125461578,
0.01793067529797554,
0.030424755066633224,
-0.008258877322077751,
-0.03415864706039429,
-0.016001811251044273,
0.0125264348462224,
-0.008272012695670128,
-0.022417612373828888,
-0.029149629175662994,
-0.019437862560153008,
0.00280922744423151,
0.0030946414917707443,
-0.025590524077415466,
-0.022420715540647507,
-0.011645530350506306,
-0.016634687781333923,
-0.0171143040060997,
-0.007706689182668924,
-0.020428594201803207,
0.020574070513248444,
0.02624400332570076,
-0.005963318515568972,
0.013139200396835804,
0.002973354421555996,
-0.006559188477694988,
-0.005075095221400261,
0.014345617033541203,
-0.0168643556535244,
-0.034805137664079666,
0.016529999673366547,
0.029721787199378014,
0.013730780221521854,
-0.016053592786192894,
0.0036192014813423157,
-0.0027131882961839437,
-0.008938668295741081,
-0.0021271049045026302,
0.007007319014519453,
0.019190611317753792,
-0.020100798457860947,
0.02533721551299095,
0.022686898708343506,
-0.02727985382080078,
0.011865179985761642,
0.0007903744699433446,
0.006092828232795,
0.016925647854804993,
-0.011389411985874176,
-0.020928479731082916,
-0.006538127548992634,
-0.006966261193156242,
-0.015119969844818115,
-0.0163813978433609,
0.0234641395509243,
-0.013214070349931717,
-0.005825648084282875,
0.008036749437451363,
-0.008815109729766846,
0.043499696999788284,
0.017365366220474243,
0.002548770047724247,
0.022542152553796768,
0.01184028759598732,
-0.011712722480297089,
-0.004160436801612377,
0.009969936683773994,
-0.012643780559301376,
0.0024520354345440865,
-0.08102241158485413,
-0.020557139068841934,
-0.02066783234477043,
0.0034128567203879356,
0.019465437158942223,
-0.016568312421441078,
-0.00815783254802227,
0.024193398654460907,
-0.020822936668992043,
0.014983552508056164,
0.033909957855939865,
-0.011170894838869572,
-0.014197113923728466,
0.012639084830880165,
-0.0017579791601747274,
-0.011598622426390648,
0.010293669998645782,
0.00954874325543642,
-0.009045014157891273,
-0.0032819132320582867,
-0.006548678502440453,
0.03402988612651825,
-0.015562462620437145,
-0.009726195596158504,
-0.012243476696312428,
0.015965405851602554,
0.01940952055156231,
0.005133792292326689,
0.01794148050248623,
0.018175853416323662,
0.007406315766274929,
-0.003624461591243744,
-0.006740055978298187,
-0.008979782462120056,
0.005235019139945507,
-0.007562037091702223,
-0.02396761067211628,
0.011027579195797443,
-0.0011246881913393736,
0.024623477831482887,
0.023127418011426926,
0.016011040657758713,
-0.007403537631034851,
-0.004814181476831436,
0.007475929334759712,
0.0025367115158587694,
-0.009144075214862823,
0.019753051921725273,
0.02074195072054863,
0.0036736687179654837,
0.007392543833702803,
-0.010293732397258282,
0.002085041254758835,
0.00610487163066864,
-0.015412645414471626,
0.007662199903279543,
-0.02537544071674347,
0.026924896985292435,
-0.009989507496356964,
-0.0006489919032901525,
-0.01814231276512146,
0.017558960244059563,
-0.01381000317633152,
0.005672654137015343,
0.008374630473554134,
-0.01517990417778492,
0.022132327780127525,
-0.012206482701003551,
0.006138648837804794,
0.014678779058158398,
-0.015271161682903767,
0.008317897096276283,
-0.03523321449756622,
0.00073104293551296,
0.00645026471465826,
-0.01113143190741539,
-0.01879654824733734,
-0.007390244863927364,
-0.03910268098115921,
-0.009733357466757298,
0.014946671202778816,
0.02517981268465519,
0.021731821820139885,
-0.023079443722963333,
-0.025573663413524628,
0.010280021466314793,
0.010307388380169868,
0.008733617141842842,
0.0033481023274362087,
-0.01842229813337326,
-0.02685476653277874,
0.0325714647769928,
-0.01162305474281311,
0.008421577513217926,
0.013033228926360607,
-0.007496795617043972,
-0.010784480720758438,
0.012216207571327686,
-0.0071713486686348915,
0.00990612618625164,
-0.013018556870520115,
-0.00904620997607708,
-0.024792343378067017,
-0.014889963902533054,
0.030478496104478836,
0.016001354902982712,
0.011902011930942535,
-0.0025643794797360897,
-0.01899978332221508,
-0.0024844910949468613,
-0.010958260856568813,
-0.00573461689054966,
-0.008684557862579823,
0.02101859077811241,
0.021812591701745987,
0.02334139496088028,
-0.008496461436152458,
0.02488483116030693,
0.07177615165710449,
0.014158841222524643,
-0.005407443270087242,
-0.014399620704352856,
0.013357240706682205,
-0.029880354180932045,
-0.04589686542749405,
-0.008801059797406197,
0.017943764105439186,
-0.032659005373716354,
0.01241399347782135,
-0.023877155035734177,
0.005405724514275789,
0.02342337742447853,
0.008578069508075714,
0.011752122081816196,
0.008356166072189808,
-0.02679014950990677,
0.011071639135479927,
-0.021968863904476166,
-0.029419822618365288,
-0.02079302817583084,
-0.017348451539874077,
-0.006319927051663399,
-0.04130509868264198,
-0.03652448207139969,
-0.030345426872372627,
-0.017619038000702858,
-0.002245329786092043,
0.013081188313663006,
-0.009816068224608898,
-0.025385499000549316,
-0.01051307749003172,
-0.014132700860500336,
0.02105315774679184,
-0.023624246940016747,
0.053657591342926025,
0.03514231741428375,
-0.007344750687479973,
0.021625716239213943,
0.038515325635671616,
-0.01422195415943861,
0.04051103815436363,
0.031355056911706924,
0.007570669986307621,
0.026658572256565094,
0.014103474095463753,
-0.009738586843013763,
-0.0195118747651577,
0.003946514334529638,
0.009651917032897472,
0.01883140206336975,
0.0023400457575917244,
0.023722676560282707,
0.00613490492105484,
0.008585003204643726,
-0.0009435904212296009,
0.003726870520040393,
-0.031157877296209335,
-0.020147377625107765,
-0.04213307797908783,
-0.0019316674442961812,
0.030161026865243912,
0.023812979459762573,
-0.021839411929249763,
0.0027718394994735718,
0.028990931808948517,
0.0017668954096734524,
0.0020882119424641132,
0.020133599638938904,
-0.0006356830708682537,
0.004851095844060183,
-0.007710323669016361,
0.02457420527935028,
-0.019124800339341164,
-0.04336284101009369,
0.006699926685541868,
0.028943058103322983,
0.010911949910223484,
-0.024961158633232117,
-0.0010431166738271713,
0.020678335800766945,
-0.017441904172301292,
-0.001606173813343048,
-0.012725583277642727,
-0.004231870174407959,
0.01259212102741003,
-0.0737062469124794,
-0.00003684847615659237,
-0.008010705932974815,
-0.003173538949340582,
0.008326970040798187,
-0.001662333495914936,
0.0031452288385480642,
-0.013618269003927708,
-0.011674649082124233,
-0.013580359518527985,
-0.008018145337700844,
-0.001249508815817535,
-0.007725052535533905,
-0.006353981327265501,
0.01075611263513565,
0.05376638472080231,
-0.012549631297588348,
-0.008793218992650509,
0.003761442843824625,
-0.002084797713905573,
-0.013012988492846489,
-0.01413491927087307,
-0.0011067097075283527,
0.009784956462681293,
-0.00005278410390019417,
-0.0804368183016777,
0.0019369623623788357,
-0.012892128899693489,
-0.018708715215325356,
0.0034799324348568916,
-0.0003906460478901863,
0.0027432856149971485,
-0.035518646240234375,
-0.008733274415135384,
-0.016042377799749374,
-0.027261482551693916,
0.0010856827720999718,
-0.0028127653058618307,
0.007002699188888073,
0.00137703912332654,
-0.014821029268205166,
0.024420516565442085,
-0.03640270605683327,
-0.008458880707621574,
-0.02127750962972641,
0.02522283047437668,
0.010653494857251644,
-0.012733589857816696,
0.01434238813817501,
-0.009466134011745453,
0.002839961089193821,
-0.018443703651428223,
0.015428670682013035,
0.007269208785146475,
-0.027237575501203537,
0.026135539636015892,
0.0014458633959293365,
-0.005671385675668716,
0.02098216861486435,
-0.01971382647752762,
-0.0020982022397220135,
0.018742995336651802,
0.023833539336919785,
0.0007422163616865873,
-0.023543722927570343,
-0.006421939469873905,
-0.008176922798156738,
0.012888186611235142,
-0.010825376957654953,
-0.008455820381641388,
-0.00328042171895504,
0.011577183380723,
0.0032296516001224518,
0.008784634992480278,
0.00015292561147361994,
-0.0017375802854076028,
-0.05266162008047104,
0.03230155259370804,
-0.023268645629286766,
-0.007896617986261845,
0.018752653151750565,
-0.0017330297268927097,
0.014401266351342201,
0.00941977184265852,
0.03261465206742287,
-0.011620791628956795,
0.03649570047855377,
0.026159148663282394,
0.07208727300167084,
-0.00861702673137188,
-0.002252476755529642,
-0.017450055107474327,
0.000007657334208488464,
0.00216750823892653,
0.017357833683490753,
0.008341969922184944,
0.025365877896547318,
-0.018520288169384003,
0.005249890964478254,
-0.00892490241676569,
-0.0061680953949689865,
0.012289582751691341,
0.023602474480867386,
-0.008465107530355453,
-0.004280725494027138,
-0.016889020800590515,
0.0011560526909306645,
-0.0009566149674355984,
0.05291461944580078,
-0.028622664511203766,
0.03228218853473663,
0.032241784036159515,
0.024844881147146225,
0.006014793645590544,
-0.013908157125115395,
0.0031585388351231813,
0.005641372874379158,
0.008653785102069378,
0.0018497882410883904,
-0.0004253613296896219,
0.006229187361896038,
-0.0025170044973492622,
0.026002153754234314,
-0.022904735058546066,
-0.0069646453484892845,
0.009051377885043621,
-0.01571355015039444,
0.026942353695631027,
-0.04122857004404068,
0.016347132623195648,
0.0015012753428891301,
0.004376665689051151,
-0.0019505228847265244,
0.041478678584098816,
0.00583729799836874,
-0.010143166407942772,
0.0556010901927948,
0.012014342471957207,
0.0010450039990246296,
0.0017991999629884958,
-0.0008855108171701431,
-0.005346265621483326,
0.001513884635642171,
0.010613878257572651,
-0.0076561677269637585,
-0.0002216421125922352,
-0.010964272543787956,
-0.00730719231069088,
0.0027246896643191576,
-0.011820298619568348,
-0.03045450523495674,
0.004307516850531101,
0.01790378987789154,
0.011263897642493248,
0.017846068367362022,
-0.006897846702486277,
-0.017357919365167618,
0.01785210333764553,
-0.010136378929018974,
-0.008952470496296883,
0.00871301256120205,
-0.010229474864900112,
0.0016399677842855453,
-0.0012272782623767853,
-0.013508829288184643,
0.007606374099850655,
0.021467218175530434,
-0.011708652600646019,
0.004856615327298641,
0.025276657193899155,
-0.012340418994426727,
-0.024839963763952255,
0.022459710016846657,
0.012575032189488411,
-0.010840047150850296,
-0.011389026418328285,
-0.009891184978187084,
0.015371971763670444,
0.004665996879339218,
0.00884369295090437,
0.0027994797565042973,
0.00924388226121664,
0.009347734041512012,
0.03383675962686539,
-0.007216297090053558,
0.006492613814771175,
-0.005489598959684372,
0.019216401502490044,
0.006055665202438831,
0.04125451296567917,
-0.01487200241535902,
-0.0007737050764262676,
-0.03371109813451767,
-0.012274568900465965,
0.0057996781542897224,
0.014776850119233131,
0.03939809650182724,
0.011381004005670547,
0.015413196757435799,
-0.009186306968331337,
-0.0328855887055397,
-0.009114276617765427,
0.014935308136045933,
0.00987925473600626,
-0.0013208199525251985,
0.0023741559125483036,
0.010276525281369686,
-0.007496322505176067,
0.014291896484792233,
0.01189262606203556,
-0.0074614230543375015,
0.004709402099251747,
-0.007954917848110199,
-0.018671706318855286,
-0.00822762306779623,
0.01315599586814642,
0.01497439481317997,
-0.00740632601082325,
0.02813873067498207,
-0.0010091550648212433,
0.01655038818717003,
0.003393553663045168,
-0.0029205698519945145,
0.003400068264454603,
0.02184372767806053,
-0.021829312667250633,
0.050879400223493576,
-0.004303989000618458,
0.017372004687786102,
-0.009440427646040916,
0.012846714816987514,
0.015926482155919075,
0.008798090741038322,
-0.007645694073289633,
0.02323809266090393,
-0.007347825448960066,
0.0033474783413112164,
0.0009869604837149382,
-0.02006826549768448,
0.005240861792117357,
0.015696927905082703,
-0.006343634333461523,
-0.010445643216371536,
0.026691757142543793,
0.010969526134431362,
0.017922690138220787,
-0.01557135209441185,
-0.000012024305760860443,
0.009590711444616318,
-0.021633699536323547,
-0.00996696762740612,
0.017947271466255188,
0.025626419112086296,
0.032078519463539124,
0.003275945782661438,
0.018834959715604782,
-0.012919504195451736,
-0.00703340582549572,
0.026056773960590363,
-0.027948983013629913,
-0.010815747082233429,
0.012428617104887962,
-0.041533589363098145,
-0.022248568013310432,
-0.01668400689959526,
0.025357887148857117,
0.008688370697200298,
0.012704352848231792,
0.0017219623550772667,
-0.001159396953880787,
0.013144339434802532,
-0.013922862708568573,
-0.008104650303721428,
-0.011288804933428764,
-0.004596096929162741,
-0.0031571006402373314,
0.01732053980231285,
0.007826386950910091,
0.027556654065847397,
-0.02477201819419861,
-0.009693831205368042,
-0.02195710875093937,
-0.004225572571158409,
-0.01127655990421772,
0.00934365764260292,
0.00741102360188961,
0.0001173173077404499,
-0.0046816132962703705,
-0.022790342569351196,
0.0015512742102146149
] | [
0.17570020258426666,
0.03867115452885628,
-0.029848294332623482,
0.2745926082134247,
-0.1310083270072937,
0.2883380949497223,
0.023913981392979622,
-0.12364578992128372,
-0.15769533812999725,
-0.5187958478927612,
0.13297896087169647,
0.21322916448116302,
-0.5867396593093872,
0.02017046883702278,
-0.24245114624500275,
0.4434177279472351,
0.4121747612953186,
0.16068942844867706,
-0.4135069251060486,
-0.3746342062950134,
-0.12209165096282959,
0.0012977918377146125,
0.03438504785299301,
-0.13940733671188354,
0.13112080097198486,
0.3728327751159668,
0.2707744836807251,
0.26745620369911194,
-0.0246723685413599,
-0.212518110871315,
-0.07569929212331772,
0.25204408168792725,
-0.009856796823441982,
-0.3776811361312866,
-0.3525879383087158,
-0.11051180958747864,
-0.32411810755729675,
-0.3170766830444336,
-0.32869455218315125,
-0.6256473660469055,
-0.03019271232187748,
-0.18360143899917603,
-0.41174960136413574,
0.006190250162035227,
-0.5402315855026245,
-0.7040098309516907,
-1.382142424583435,
0.20151211321353912,
-0.43544355034828186,
0.07989969104528427,
-0.15574811398983002,
0.39164602756500244,
0.06799906492233276,
0.3765345513820648,
-0.23510980606079102,
0.5232921838760376,
-0.1351211667060852,
-0.4374101758003235,
0.16998916864395142,
-0.3446800708770752,
-0.05290966480970383,
-0.13035260140895844,
0.12538033723831177,
0.2229457050561905,
-0.21384289860725403,
0.3650640845298767,
0.1515534520149231,
-0.5297806262969971,
-0.46650299429893494,
-0.38428544998168945,
-0.25461864471435547,
-0.8044224977493286,
-0.24900943040847778,
0.3782426118850708,
-0.7398964166641235,
-0.7290310263633728,
0.0927944928407669,
-0.036949317902326584,
0.12653560936450958,
0.0034840756561607122,
-0.13216571509838104,
0.3352878987789154,
0.6486195921897888,
-0.11390220373868942,
0.8650862574577332,
0.5468844771385193,
-0.26370471715927124,
0.5616955161094666,
-0.4086717665195465,
-0.14762459695339203,
-0.01872876286506653,
-0.6532846093177795,
0.4918109178543091,
0.4562177360057831,
0.6199827790260315,
0.30500829219818115,
0.19088959693908691,
0.023256462067365646,
-0.024090517312288284,
0.1560361087322235,
-0.16459454596042633,
0.6024947762489319,
0.23972469568252563,
0.013799026608467102,
-0.4640348553657532,
-0.37731263041496277,
-0.45258384943008423,
-0.7240781188011169,
-0.11679910868406296,
0.16324205696582794,
-0.4027731418609619,
0.5197847485542297,
-0.002632190240547061,
0.001219124416820705,
-0.20149065554141998,
0.21418549120426178,
0.10552577674388885,
0.3141426146030426,
0.1947712004184723,
0.6044741868972778,
0.15364888310432434,
1.5393459796905518,
0.4276807904243469,
0.3972790539264679,
0.09410495311021805,
-0.03520765155553818,
0.3881981372833252,
0.40476736426353455,
-0.31313356757164,
0.3870944082736969,
0.10941370576620102,
0.8756513595581055,
-0.12315922975540161,
0.0694689154624939,
-0.18560633063316345,
-0.10732446610927582,
-0.11317692697048187,
0.1783253699541092,
-0.12184404581785202,
0.36748114228248596,
-0.7715597748756409,
-0.832997739315033,
0.22608152031898499,
-0.08090773224830627,
0.3660864233970642,
-0.3150971829891205,
0.06843218952417374,
-0.3960884213447571,
-0.08752281963825226,
0.07153910398483276,
-0.3425106108188629,
-0.05024454742670059,
-0.9109876155853271,
-0.0269252248108387,
-0.21579203009605408,
0.6478412747383118,
0.18820923566818237,
0.14164292812347412,
0.4961743652820587,
0.4669402539730072,
-0.005066261626780033,
0.28699931502342224,
-0.763968825340271,
-0.3105901777744293,
-0.12148437649011612,
-0.5719442367553711,
0.5194444060325623,
0.33245575428009033,
0.2426912486553192,
0.024955982342362404,
-0.4551964998245239,
-0.21157100796699524,
-0.09825535863637924,
-0.25797784328460693,
0.13978488743305206,
-0.07609900832176208,
0.5726868510246277,
0.029124431312084198,
0.490762859582901,
0.5602166652679443,
-0.595829427242279,
-0.257273405790329,
-0.22358639538288116,
-0.6806336045265198,
-0.06986332684755325,
0.0055451239459216595,
0.1704881638288498,
-0.2008962333202362,
0.0026853056624531746,
0.28384944796562195,
-0.29524409770965576,
-0.01445681881159544,
-0.049978915601968765,
-1.0555933713912964,
1.294312596321106,
0.028769537806510925,
-0.6309475302696228,
1.3049323558807373,
0.007476483471691608,
0.15430840849876404,
-0.22595901787281036,
0.07810846716165543,
0.25106874108314514,
-0.28999441862106323,
-0.25171372294425964,
-0.02779168263077736,
0.15194880962371826,
-0.05396094173192978,
-0.6953266263008118,
0.5495664477348328,
0.03518784046173096,
0.03474124148488045,
0.22886908054351807,
-0.7182671427726746,
0.39175742864608765,
0.1941196173429489,
-0.48021939396858215,
0.5278461575508118,
-0.04819534718990326,
0.03806475177407265,
0.9663082361221313,
-0.8649262189865112,
0.36208876967430115,
0.8049421310424805,
0.2753951847553253,
0.23716887831687927,
1.1777236461639404,
0.16744379699230194,
0.9174988269805908,
-0.6394782066345215,
0.18780244886875153,
-0.019938604906201363,
0.37972310185432434,
-0.502000629901886,
-0.24317598342895508,
0.16353607177734375,
0.04016399383544922,
-0.23368017375469208,
-0.006589352153241634,
-0.1473703384399414,
-0.1448449343442917,
0.424978643655777,
-0.1860380619764328,
0.42478203773498535,
0.015153314918279648,
-0.1722121685743332,
-0.3497123420238495,
-0.03723752871155739,
-0.2772482633590698,
0.11505010724067688,
-0.06072043254971504,
0.6510213017463684,
0.2378833293914795,
-0.8419886827468872,
-0.2313155084848404,
0.15087811648845673,
-0.17194324731826782,
-0.40574952960014343,
0.1798482984304428,
0.17240957915782928,
-0.23183713853359222,
-0.03777533397078514,
0.0057203639298677444,
0.36259761452674866,
0.23984716832637787,
-0.310380220413208,
-0.3246469795703888,
-0.4047521650791168,
0.37667304277420044,
0.8303592801094055,
0.36609089374542236,
-0.2601557672023773,
-0.10031317174434662,
0.24017900228500366,
0.11360975354909897,
-0.8609456419944763,
-0.05855252593755722,
0.17449364066123962,
-0.8379371762275696,
-0.7529067993164062,
-0.3921733498573303,
0.5077627897262573,
0.6970767378807068,
0.05548790842294693,
-0.2638155221939087,
-0.4815225899219513,
0.1508951485157013,
-0.3392294943332672,
-0.5298992395401001,
-0.14825326204299927,
-0.2127678245306015,
0.32581251859664917,
-0.2944532334804535,
-0.054762888699769974,
0.3135915994644165,
0.48373711109161377,
0.059857383370399475,
0.23526997864246368,
0.2829514443874359,
-0.4468691349029541,
-0.1401350498199463,
0.20773640275001526,
-0.539965033531189,
-0.0798754096031189,
0.2808723747730255,
-0.40900662541389465,
0.016491785645484924,
0.5509610772132874,
-6.001904010772705,
-0.43899020552635193,
-0.21146194636821747,
0.46299439668655396,
-0.3281877934932709,
0.4706036150455475,
0.401743620634079,
-0.079215869307518,
-0.04585529491305351,
0.09775417298078537,
0.12370162457227707,
0.07768119126558304,
0.1792733371257782,
0.6372156739234924,
0.13504530489444733,
0.39982080459594727,
-0.028724798932671547,
-0.19981083273887634,
0.15060152113437653,
0.0826454609632492,
-0.07770569622516632,
-0.139132559299469,
-0.36705049872398376,
0.646915078163147,
0.4329208731651306,
-0.23063969612121582,
-0.9090654850006104,
0.23499420285224915,
0.12550367414951324,
0.26499390602111816,
0.09012282639741898,
-0.20209242403507233,
-0.2316945195198059,
-0.32520660758018494,
0.032630015164613724,
0.41622093319892883,
0.755047619342804,
0.20879974961280823,
0.31286218762397766,
0.033296942710876465,
0.32909852266311646,
0.5808348059654236,
-0.2231738418340683,
-0.4931235909461975,
0.04769027605652809,
-0.22262199223041534,
-0.48756876587867737,
0.4401948153972626,
-0.32375773787498474,
0.4653305411338806,
-0.33172065019607544,
-0.1776464879512787,
0.11482291668653488,
0.23753568530082703,
0.06979015469551086,
-0.49309080839157104,
0.32341325283050537,
0.24135667085647583,
-0.37718215584754944,
0.5145124197006226,
0.18226639926433563,
-0.4376264214515686,
0.24749203026294708,
-0.6491977572441101,
0.004181934054940939,
0.2990216314792633,
-0.5604349970817566,
-0.41004589200019836,
0.4245544373989105,
-0.12033919245004654,
-0.2876260280609131,
0.44490134716033936,
-0.22915641963481903,
-0.6340980529785156,
0.4601295292377472,
-0.3353133797645569,
0.2124539166688919,
0.032882362604141235,
0.1454702764749527,
0.4483826756477356,
-0.11854951828718185,
-0.7059051990509033,
0.13022062182426453,
0.12775053083896637,
-0.05020805448293686,
-0.3981478810310364,
0.20138302445411682,
-0.10598032921552658,
-0.6623826026916504,
0.601107120513916,
0.6478956937789917,
-0.09547209739685059,
0.14138327538967133,
0.5873944759368896,
0.8579550385475159,
0.44835546612739563,
0.46564263105392456,
-0.08118124306201935,
0.09596611559391022,
0.02791615203022957,
0.5758731961250305,
-0.06846005469560623,
-0.32052475214004517,
-0.7921808958053589,
0.15284790098667145,
0.03403756022453308,
-0.3353089392185211,
0.1523846983909607,
0.6840189099311829,
-0.384639710187912,
-0.06425037980079651,
0.0663883313536644,
-0.506700873374939,
-0.15512536466121674,
0.39106500148773193,
0.2665773034095764,
-0.4216788411140442,
0.21168135106563568,
0.09408857673406601,
0.03221268206834793,
-0.1971806138753891,
-0.09109053015708923,
-0.22734278440475464,
0.4564538598060608,
0.15814755856990814,
-0.5769447684288025,
0.22249376773834229,
0.666047990322113,
-0.1482963263988495,
-0.16807207465171814,
0.24791644513607025,
0.42964377999305725,
-0.5588840246200562,
-0.00023394302115775645,
0.3100549280643463,
-0.4747984707355499,
0.0553276352584362,
-0.008036693558096886,
0.2707386314868927,
-0.5599693655967712,
0.29624366760253906,
-0.06859270483255386,
0.12502256035804749,
-0.09911775588989258,
-0.362537682056427,
0.23982615768909454,
-0.4511399567127228,
-0.10584302246570587,
-0.04250817373394966,
-0.11432457715272903,
-0.06585931777954102,
-0.15280213952064514,
0.4322010576725006,
-0.009227583184838295,
0.15024805068969727,
-0.32109561562538147,
0.2703017592430115,
-0.010346782393753529,
0.4508649408817291,
0.0011066690785810351,
0.344672828912735,
-0.25865015387535095,
-0.8971685767173767,
0.015627257525920868,
0.03913084790110588,
0.22520597279071808,
-0.4899970293045044,
-0.44525274634361267,
0.03072940744459629,
0.29643866419792175,
0.041494790464639664,
-0.5094826221466064,
-0.3277282118797302,
-0.7951076030731201,
0.10345923900604248,
0.03314783051609993,
0.2040313184261322,
0.051775041967630386,
-0.2443743199110031,
-0.09618663042783737,
-0.1594391018152237,
-0.7127523422241211,
-0.22147046029567719,
0.38317736983299255,
0.4234762489795685,
-0.139596626162529,
0.43819910287857056,
-0.21524691581726074,
-0.4035078287124634,
-0.39178892970085144,
-0.4698244631290436,
0.6399984955787659,
0.7856640815734863,
0.05414850637316704,
-0.06696826964616776,
-0.3416326940059662,
0.026652298867702484,
0.2726280391216278,
-0.5647865533828735,
-0.7049342393875122,
0.12334062904119492,
0.19634652137756348,
-0.16052386164665222,
0.3473595976829529,
0.20741455256938934,
-0.3750757575035095,
-0.0972990170121193,
0.014187455177307129,
-0.12563025951385498,
-0.00602857768535614,
-0.5238471031188965,
-0.23643061518669128,
-0.05010956898331642,
0.18125733733177185,
-0.31056421995162964,
-0.11630929261445999,
0.10777081549167633,
-0.079719677567482,
-0.652860164642334,
0.46897897124290466,
0.10238837450742722,
-0.11912661045789719,
-0.6002610921859741,
-0.000927323882933706,
-0.6436374187469482,
0.054350994527339935,
0.6877408027648926,
-0.5085512399673462,
-0.02063801884651184,
0.18875950574874878,
0.127463698387146,
0.23208923637866974,
0.05357491597533226,
0.052531201392412186,
-0.2508469820022583,
-0.6643312573432922,
-0.3033691346645355,
0.44097456336021423,
-0.1587350219488144,
-0.45895543694496155,
-0.12475082278251648,
0.6774489283561707,
-0.2518080770969391,
-0.4531412124633789,
0.2346918135881424,
0.07606347650289536,
0.08235853910446167,
-0.3630099892616272,
-1.0175949335098267,
-0.2645709216594696,
0.29177090525627136,
-0.45083755254745483,
0.11653653532266617,
0.19502346217632294,
0.6402201056480408,
-0.24158254265785217,
-0.4579201340675354,
-0.15425990521907806,
-0.006207470782101154,
0.21764694154262543,
0.019731251522898674,
-0.17534276843070984,
-0.7931931614875793,
-0.6405030488967896,
-0.1454077959060669,
0.237118661403656,
-0.11381958425045013,
-0.5548375844955444,
-0.012631029821932316,
-0.6523025035858154,
0.5707608461380005,
-0.2220783531665802,
-0.051173288375139236,
0.7506266236305237,
0.5770815014839172,
-0.03919312357902527,
0.033754270523786545,
0.25466251373291016,
-0.1726190447807312,
0.07745209336280823,
-0.0951785296201706,
-0.051030684262514114,
-0.09319231659173965,
-0.26493874192237854,
0.5891752243041992,
-0.225325345993042,
0.33496028184890747,
-0.4159095287322998,
0.1841021031141281,
0.280091255903244,
-0.13839338719844818,
0.2327730357646942,
-0.24269182980060577,
-0.14715301990509033,
-0.08366099745035172,
0.06235393136739731,
0.23702342808246613,
-0.20627787709236145,
0.11787193268537521,
-0.05125800892710686,
0.005692936480045319,
0.215321347117424,
0.30627885460853577,
-0.5831888914108276,
0.011213365010917187,
0.17915083467960358,
0.2857661545276642,
0.3649672567844391,
-0.6443641185760498,
0.1083202213048935,
0.11868716776371002,
-0.23793931305408478,
0.36227720975875854,
0.2646409869194031,
-0.813419759273529,
0.32274869084358215,
0.11384812742471695,
-0.41694653034210205,
0.9093137383460999,
0.13882583379745483,
0.08877283334732056,
0.3602912425994873,
0.5366463661193848,
-0.07608587294816971,
-0.7167724967002869,
0.07385208457708359,
-0.3177010118961334,
0.47440120577812195,
-0.07474040240049362,
0.07038746774196625,
0.5759978890419006,
0.6766535639762878,
-0.6805616617202759,
0.240644171833992,
0.0890880674123764,
0.11222222447395325,
0.4274146854877472,
-0.42180684208869934,
-0.21666118502616882,
0.362227201461792,
0.6096482872962952,
0.5750086903572083,
-0.028356900438666344,
0.20152218639850616,
-0.2948305308818817,
0.14598600566387177,
0.6035881042480469,
0.4168476462364197,
-0.5335260629653931,
0.5386291146278381,
-0.18408741056919098,
0.16976219415664673,
-0.04160277917981148,
-0.20543989539146423,
0.08730681985616684,
-0.32863739132881165,
0.20735764503479004,
-0.049881141632795334,
-0.13182353973388672,
0.2735251486301422,
0.3587840497493744,
0.5616552829742432,
-0.31158217787742615,
-0.05536846071481705,
-0.4071407616138458,
0.042286839336156845,
0.6403218507766724,
-0.10880489647388458,
0.09401646256446838,
0.0066999332047998905,
0.016675801947712898,
0.07132162898778915,
-0.12155690044164658,
0.3949024975299835,
-0.34240439534187317,
-0.27844080328941345,
0.49289655685424805,
0.3853861093521118,
0.021234935149550438,
-0.08550538122653961,
0.46919286251068115,
0.35909873247146606,
-0.04080689325928688,
-0.2982425093650818,
0.16388967633247375,
-0.16219551861286163,
-0.18049538135528564,
0.5466881394386292,
0.3840261995792389,
-0.04465806856751442,
-0.25377246737480164,
-0.3985142409801483,
0.11609641462564468,
0.10483145713806152,
0.12127654999494553,
0.3130060136318207,
-0.44233202934265137,
0.7841814756393433,
0.5052294731140137,
-0.02872464433312416,
0.044716767966747284,
0.20187345147132874,
0.09546211361885071,
0.10314449667930603,
-0.25837817788124084,
0.0606699101626873,
-0.9345133900642395,
-0.15452487766742706,
-0.6573955416679382,
-0.061162326484918594,
0.5164568424224854,
0.11612153798341751,
-0.4117463529109955,
0.09836224466562271,
0.4153271019458771,
0.45751529932022095,
0.23081877827644348,
-0.3899233341217041,
0.2419116497039795,
-0.7002071142196655,
-0.08833783119916916,
0.2058749794960022,
0.5477244257926941,
0.21585530042648315,
-0.06328541040420532,
-0.0444117896258831,
0.23988968133926392,
-0.038516897708177567,
-0.08342958986759186,
0.21314477920532227,
-0.036724381148815155,
-0.34064358472824097,
-0.3978884518146515,
0.42509788274765015,
-0.5710437297821045,
-0.4300052225589752,
-0.18382911384105682,
0.6647412180900574,
0.513602614402771,
-0.5738580226898193,
-0.20209239423274994,
0.13578659296035767,
-0.03285381197929382,
0.24281036853790283,
-0.38651034235954285,
0.722702145576477,
-0.34471216797828674,
-0.19172531366348267,
-0.4669678509235382,
0.4142216742038727,
0.3440035879611969,
0.07369667291641235,
-0.15064217150211334,
-0.19304563105106354,
-0.3126886188983917,
0.25593602657318115,
0.11391866952180862,
-0.7066302299499512,
-0.33738553524017334,
-0.02298455499112606
] |
以容忍。还有一点让人印象深刻: 对于不同的程序,这些提升和能 耗降低并不需要使用不同的加速 器实现方式——它们通过相同的 近似加速器得到,那些加速器可 用于所有程序中所有类型的可近 似代码区。 除了文中描述的之外,通过让 近似计算引擎在明显低得多的电压 下运行,还能节约更多的能源。业 界增长的真正引擎——登纳德缩放 (Dennard scaling)——允许晶体 管减少尺寸,同时消耗更少的能源, 得到更高的性能。但是登纳德缩放 正趋近极限。设备的尺寸已经缩减 到了原子级别。而且,在不牺牲设 备可靠性的情况下,无法继续显著 降低电压。新技术会带来不错的能 耗性能,但由于需要利用冗余来补 偿它们的不可靠性,这一优势被抵 消了。因此,对于传统的交易系统 而言,未来的技术不大可能大幅提 升其能耗性能。然而,对于那些生 成近似结果的系统(比如作者描述 的系统),需要的冗余可能有所不 同且要简单得多。对于这些系统类 型,低电压运行是可行的。 未 来, 当 我 们 使 用 缩 小 的 CMOS 和后硅技术,利用海量计算 处理世上产生的海量数据时,近似 计算似乎是我们最有可能取得成功 的希望。下面的文章就是为实现此 目标所需开展的工作的一个很好的 例子。 | [
-0.018833525478839874,
-0.0005321149947121739,
-0.005411836784332991,
0.012718359008431435,
-0.003330669365823269,
-0.02528700977563858,
0.0018358724191784859,
-0.009629343636333942,
-0.0027435775846242905,
0.005822719540446997,
-0.0028915181756019592,
0.005899219773709774,
-0.000990469940006733,
0.007480385713279247,
0.008328265510499477,
-0.00032143667340278625,
-0.014962805435061455,
0.004282474052160978,
0.004950584843754768,
-0.031604621559381485,
-0.004610489588230848,
0.0015039271675050259,
0.0037480441387742758,
0.0027548023499548435,
-0.001690488075837493,
-0.012582805007696152,
-0.003282969817519188,
-0.0016742388252168894,
-0.00839805044233799,
0.006211708765476942,
-0.02623065933585167,
-0.009221412241458893,
0.00339446309953928,
0.02374015375971794,
0.010259043425321579,
-0.0020197343546897173,
-0.0054651726968586445,
0.005640670657157898,
0.004719806369394064,
-0.003421532455831766,
-0.005863944999873638,
-0.006148099433630705,
0.005511942319571972,
-0.003053339198231697,
-0.004922816995531321,
-0.006497989874333143,
0.0020773184951394796,
0.016286510974168777,
0.00866674818098545,
-0.0003845039173029363,
-0.01149770524352789,
0.001044758129864931,
-0.0017767113167792559,
-0.003003443591296673,
-0.0017914795316755772,
-0.0036201979964971542,
0.008104020729660988,
-0.0015345546416938305,
-0.007136873435229063,
-0.0009375074878334999,
-0.0029462638776749372,
0.004807149991393089,
-0.01773485168814659,
-0.015845218673348427,
0.0029590241611003876,
-0.06878334283828735,
0.0118468152359128,
-0.0042052920907735825,
0.006244434975087643,
0.004474000073969364,
0.0051321908831596375,
0.002849854528903961,
-0.031871095299720764,
-0.0015375788789242506,
0.0037459793966263533,
-0.002693044487386942,
-0.017377398908138275,
0.01335712056607008,
0.008926228620111942,
-0.012305552139878273,
0.005324868485331535,
-0.004950508940964937,
0.010545741766691208,
-0.004956639837473631,
0.009291211143136024,
0.003015353111550212,
-0.013041935861110687,
-0.0048008509911596775,
0.010643254965543747,
0.010143952444195747,
0.025061368942260742,
0.000372681999579072,
0.007111039943993092,
-0.005522622261196375,
0.013877131044864655,
0.0007392978295683861,
-0.005707927979528904,
0.014643605798482895,
0.022755397483706474,
-0.02142128348350525,
-0.010669618844985962,
-0.0023718271404504776,
0.011064091697335243,
0.005343110300600529,
-0.01677056774497032,
0.001744618872180581,
-0.006179253105074167,
0.025990698486566544,
-0.018519775941967964,
0.0025898513849824667,
0.002999131800606847,
0.006006681360304356,
-0.008984542451798916,
0.00171327730640769,
0.004253719933331013,
0.003740463638678193,
-0.007700216956436634,
0.01794358342885971,
0.009122290648519993,
0.01875627413392067,
-0.0025919508188962936,
0.017800841480493546,
0.0062211621552705765,
-0.013053440488874912,
0.0039000636897981167,
0.003442060900852084,
-0.0045676883310079575,
-0.006917223334312439,
-0.012704683467745781,
-0.004472219385206699,
-0.005746820475906134,
-0.00590413436293602,
0.013423709198832512,
-0.0038366722874343395,
0.0072981552220880985,
-0.007127974648028612,
-0.01940101571381092,
0.007827246561646461,
-0.0069458698853850365,
-0.008327595889568329,
0.015100447461009026,
0.0028731939382851124,
0.002109919674694538,
0.01253659650683403,
0.007286142557859421,
-0.0016579740913584828,
-0.004874354228377342,
-0.004689493682235479,
-0.002164051402360201,
0.013987540267407894,
-0.00397782726213336,
0.013320304453372955,
-0.009670158848166466,
-0.01221492514014244,
0.015681423246860504,
0.0006130021065473557,
-0.022285232320427895,
-0.0005208110669627786,
-0.01642611436545849,
0.0022615513298660517,
-0.01801188848912716,
-0.0062766307964921,
0.01429658755660057,
0.004986295476555824,
-0.015202319249510765,
0.0013288354966789484,
-0.02482490986585617,
0.0022752005606889725,
-0.008622715249657631,
0.0028172831516712904,
0.0015775250503793359,
0.006407454609870911,
0.006205596029758453,
0.004035692196339369,
0.007988921366631985,
0.006503743585199118,
0.007507055997848511,
0.002848765579983592,
-0.014798380434513092,
0.06834854185581207,
-0.006197811104357243,
-0.009057017043232918,
0.001889195991680026,
-0.007357744500041008,
0.016227707266807556,
-0.002073681214824319,
-0.005785829853266478,
-0.007333798799663782,
-0.006594880484044552,
0.003363981144502759,
-0.00456128129735589,
-0.024486850947141647,
-0.01367240957915783,
0.006035958416759968,
-0.0012950003147125244,
0.0003043564211111516,
-0.003397331340238452,
-0.003080990631133318,
0.00020907074213027954,
-0.0027589492965489626,
0.008667408488690853,
0.0025341762229800224,
0.0009177667670883238,
-0.017468323931097984,
0.005302412901073694,
0.007149685174226761,
-0.004525721073150635,
-0.005922974087297916,
0.012837483547627926,
0.0021689757704734802,
-0.0034523664508014917,
-0.005272766575217247,
0.004912802949547768,
-0.0054967827163636684,
0.001966562820598483,
-0.009539504535496235,
-0.005593117326498032,
0.01399183552712202,
-0.002610029885545373,
-0.00831063836812973,
-0.0064698257483541965,
0.0026501789689064026,
-0.0015262854285538197,
0.008768442086875439,
-0.006546767428517342,
-0.000774902873672545,
-0.00468820333480835,
0.006987391039729118,
-0.009885265491902828,
-0.008152781054377556,
-0.008801577612757683,
-0.005813024006783962,
-0.005862869322299957,
0.017478957772254944,
0.007569669280201197,
-0.007181232795119286,
0.00200182874687016,
-0.01919040083885193,
-0.006015738006681204,
-0.007347221486270428,
0.011373900808393955,
0.001113908365368843,
0.0059042745269834995,
0.01750757172703743,
-0.0029832771979272366,
0.017772581428289413,
-0.0005511688068509102,
-0.000321494007948786,
0.010944763198494911,
-0.005525566637516022,
0.0022898048628121614,
-0.0031544636003673077,
-0.005616777576506138,
-0.015796858817338943,
-0.00670226477086544,
0.013204129412770271,
0.0016362913884222507,
0.00202648201957345,
0.012185322120785713,
-0.0022268565371632576,
-0.002752335276454687,
0.00629417272284627,
0.004349511582404375,
0.0026729286182671785,
-0.0013767488999292254,
-0.006224935408681631,
0.0011387602426111698,
0.0072478968650102615,
0.0008339494233950973,
0.0054883528500795364,
0.004904468543827534,
-0.007857946678996086,
0.00027529860381036997,
-0.08207901567220688,
-0.005857756827026606,
0.023313036188483238,
0.0061414651572704315,
0.00569713581353426,
0.018372859805822372,
0.0048209792003035545,
-0.004839188884943724,
-0.00941306073218584,
0.0000578065519221127,
0.017357300966978073,
0.003822151105850935,
-0.01335679367184639,
0.0069238049909472466,
-0.021044334396719933,
-0.007825094275176525,
0.006186500191688538,
-0.0018406863091513515,
-0.011142605915665627,
-0.011928999796509743,
0.001246592728421092,
0.005551730282604694,
0.0007837563753128052,
-0.00846824049949646,
-0.006963582709431648,
-0.008218054659664631,
0.0163617841899395,
-0.0059714531525969505,
-0.020268958061933517,
0.011685756966471672,
0.00030300041544251144,
-0.016957001760601997,
-0.002230201382189989,
-0.0015654495218768716,
0.002152832690626383,
-0.023621762171387672,
0.006226871162652969,
-0.018143337219953537,
0.0042713480070233345,
0.006023488473147154,
-0.008132685907185078,
0.0045600775629282,
-0.005677993409335613,
0.004098159726709127,
-0.010936856269836426,
-0.011642904952168465,
0.003575605805963278,
-0.00508061982691288,
0.011199381202459335,
-0.011369358748197556,
0.006415423937141895,
0.00002033519558608532,
0.0009305619169026613,
0.013170738704502583,
-0.005968552548438311,
-0.017732970416545868,
-0.011875897645950317,
0.025893548503518105,
-0.003634081222116947,
-0.009446175768971443,
0.025446616113185883,
0.027284812182188034,
-0.0018567563965916634,
0.008044061250984669,
0.009811360388994217,
-0.003907309379428625,
-0.005505880806595087,
-0.007639478426426649,
-0.019257158041000366,
0.0035474866162985563,
0.0072609419003129005,
-0.008767219260334969,
-0.0032059040386229753,
0.005772885400801897,
-0.010313451290130615,
-0.0071121142245829105,
-0.011762529611587524,
-0.015030639246106148,
0.00443869736045599,
-0.015013350173830986,
0.002448468003422022,
0.00330033665522933,
0.012729787267744541,
0.014705300331115723,
-0.0007962854579091072,
0.011089226230978966,
0.0072829341515898705,
0.020060811191797256,
0.0014153111260384321,
-0.004911649972200394,
-0.004783972166478634,
0.003820593236014247,
-0.008966815657913685,
0.005869806744158268,
-0.0043022106401622295,
-0.006368400063365698,
-0.0009056944400072098,
0.005840001627802849,
0.0028749515768140554,
0.0016609423328191042,
-0.013859870843589306,
-0.001464933156967163,
0.01130711380392313,
-0.006761814467608929,
-0.0025487886741757393,
0.009748188778758049,
-0.021296199411153793,
-0.02324565127491951,
-0.01086647529155016,
-0.005077419802546501,
-0.0015766638098284602,
0.029044076800346375,
-0.006177128292620182,
0.00605755764991045,
0.0011586276814341545,
0.01925678923726082,
-0.012839283794164658,
-0.01862412318587303,
0.07569046318531036,
0.02413463033735752,
-0.012209323234856129,
-0.01432734727859497,
-0.004855780862271786,
-0.0045464434660971165,
-0.011309213005006313,
0.008807361125946045,
-0.0007077776826918125,
0.00255341874435544,
0.001294377027079463,
0.005949973128736019,
0.003216714598238468,
0.01515467744320631,
0.0015071543166413903,
-0.0006662108935415745,
-0.008373213931918144,
-0.004265886731445789,
-0.009672997519373894,
0.0076780132949352264,
0.00982518307864666,
-0.004422308877110481,
-0.014931196346879005,
-0.022136632353067398,
-0.0037767875473946333,
-0.012822219170629978,
0.02491788938641548,
-0.012299461290240288,
-0.003213446121662855,
0.004361992236226797,
0.002704410348087549,
0.006944356951862574,
-0.005907410755753517,
0.0018520711455494165,
0.006826532073318958,
-0.017515823245048523,
0.00573758827522397,
0.00025338749401271343,
0.01304661761969328,
-0.010465470142662525,
-0.0007676654495298862,
-0.006559121422469616,
0.00009909598156809807,
0.006714062299579382,
0.00981319509446621,
0.013123637065291405,
-0.014284631237387657,
-0.0048209503293037415,
0.003718417137861252,
-0.00017927377484738827,
-0.00018274551257491112,
0.0035175508819520473,
0.006650491151958704,
0.0033241319470107555,
0.005674092099070549,
0.006607803516089916,
0.001397171407006681,
-0.0015691149746999145,
-0.018604986369609833,
-0.008507519960403442,
0.0031827762722969055,
0.0027261748909950256,
0.005255823023617268,
0.0033943699672818184,
-0.002339536789804697,
-0.0054054055362939835,
0.014214275404810905,
-0.008975708857178688,
-0.0004779577720910311,
0.005018530413508415,
0.007971350103616714,
0.03305742144584656,
0.007607031147927046,
0.0020787506364285946,
0.008897806517779827,
0.010980317369103432,
0.0038905618712306023,
0.0173884779214859,
0.009615627117455006,
0.01330480631440878,
0.010286359116435051,
-0.0024389601312577724,
-0.012221863493323326,
0.023130424320697784,
-0.004570028744637966,
0.009930961765348911,
0.00012590410187840462,
-0.07531817257404327,
0.000850714510306716,
0.017312191426753998,
-0.0026932121254503727,
0.007815738208591938,
0.015274858102202415,
-0.00623320834711194,
0.016758672893047333,
-0.0014091059565544128,
-0.0004131757887080312,
0.012415116652846336,
-0.0033547161146998405,
0.004425490275025368,
-0.00532541936263442,
0.004501748830080032,
0.010232660919427872,
-0.003919962327927351,
0.022581692785024643,
-0.006665079854428768,
0.0019026673398911953,
0.0075140842236578465,
0.006895840633660555,
0.003532527945935726,
0.0027027325704693794,
-0.00838327594101429,
-0.08414030075073242,
-0.0027679596096277237,
-0.0046350653283298016,
-0.015857670456171036,
-0.009217014536261559,
-0.018512967973947525,
-0.009884823113679886,
-0.0006042990135028958,
0.009133880957961082,
-0.005595354363322258,
0.0030949502252042294,
0.015095159411430359,
0.007637355476617813,
-0.002380737103521824,
-0.007782719098031521,
-0.002699312986806035,
0.006649152375757694,
-0.01219129003584385,
0.0038545988500118256,
-0.0037790874484926462,
0.01885833963751793,
0.02244921214878559,
-0.006118789315223694,
0.0036360241938382387,
-0.00430747214704752,
0.01202696468681097,
-0.002164650009945035,
0.007720259949564934,
0.016058294102549553,
0.0064859818667173386,
0.0013659782707691193,
-0.018620995804667473,
-0.007429118733853102,
-0.0011743709910660982,
-0.022814078256487846,
-0.002623599022626877,
0.003524966537952423,
-0.018048524856567383,
-0.006708906032145023,
0.003324083751067519,
-0.0025912453420460224,
0.013833887875080109,
-0.000983123667538166,
-0.0033980482257902622,
-0.009132146835327148,
-0.016610722988843918,
0.0042192148976027966,
-0.006144484039396048,
-0.006557415705174208,
-0.017277199774980545,
0.0002762469230219722,
-0.003462729509919882,
0.004543101415038109,
0.021605391055345535,
0.00399805000051856,
0.017209293320775032,
-0.0030746120028197765,
0.015163278207182884,
0.009305768646299839,
0.0018809420289471745,
-0.008208153769373894,
0.003835558658465743,
-0.0031543781515210867,
0.07376642525196075,
-0.006754913832992315,
0.003290588967502117,
-0.00876657199114561,
-0.009346706792712212,
0.0026456699706614017,
-0.022795364260673523,
0.0006778212264180183,
0.0010395923163741827,
0.0013441068585962057,
0.005256303586065769,
-0.012568596750497818,
0.014566302299499512,
0.0027888640761375427,
-0.003686046227812767,
-0.012648049741983414,
-0.006564665120095015,
0.004310206510126591,
0.0023529808968305588,
0.02660362422466278,
-0.011699926108121872,
0.016331247985363007,
-0.010452790185809135,
0.0025412822142243385,
0.0037878332659602165,
-0.008811084553599358,
-0.0031070418190211058,
0.014349356293678284,
-0.019019674509763718,
0.00007265154272317886,
0.0008144292514771223,
0.010858945548534393,
0.003141772700473666,
-0.03828217461705208,
0.016998358070850372,
-0.0070599764585494995,
0.0014201921876519918,
0.010386273264884949,
-0.004483605735003948,
-0.02011020854115486,
-0.01715453900396824,
0.01082046888768673,
-0.004538469482213259,
-0.004236315377056599,
0.01504485122859478,
0.005288024432957172,
-0.0011418161448091269,
-0.005266326479613781,
-0.013725580647587776,
-0.008395504206418991,
-0.0007912213914096355,
0.0046125613152980804,
-0.02559496834874153,
-0.00746536161750555,
0.010448438115417957,
0.012428950518369675,
-0.0040352074429392815,
-0.0015980196185410023,
-0.005698787979781628,
-0.0039009754545986652,
0.003815609961748123,
-0.0026640943251550198,
-0.012270230799913406,
-0.006554146762937307,
0.010588889010250568,
-0.0165092870593071,
-0.005212141666561365,
-0.0036238410975784063,
-0.003982354886829853,
0.007404608186334372,
0.01598675549030304,
0.007071901112794876,
0.0004905405803583562,
0.01648050919175148,
0.014812745153903961,
-0.0074274903163313866,
0.0022114336024969816,
0.0066442363895475864,
0.00943809561431408,
0.011466674506664276,
-0.00104861322324723,
0.018016930669546127,
-0.012670679949223995,
-0.01398464571684599,
0.007640155963599682,
-0.011546600610017776,
0.017751462757587433,
0.002101009711623192,
0.0011656546266749501,
0.007047212682664394,
0.018592752516269684,
-0.0015635713934898376,
0.008867984637618065,
0.011432910338044167,
0.003609978361055255,
0.02779933623969555,
-0.0009067598730325699,
0.006692889146506786,
0.002958818105980754,
-0.009372571483254433,
0.007938585244119167,
0.0016787168569862843,
0.01397079136222601,
-0.018882356584072113,
-0.008772509172558784,
-0.00046354118967428803,
0.015238442458212376,
-0.012913680635392666,
-0.011601313948631287,
0.013441458344459534,
-0.007966259494423866,
-0.011673441156744957,
0.0006046519847586751,
0.004469425417482853,
0.0028645747806876898,
0.01987737976014614,
0.006095319055020809,
-0.018925726413726807,
-0.0047731222584843636,
-0.006488511338829994,
0.01130457129329443,
-0.00490809790790081,
0.00660714041441679,
0.0031935065053403378,
0.0069329869002103806,
-0.011476397514343262,
-0.006037321873009205,
0.0021469113416969776,
0.004818647634238005,
-0.000051791692385450006,
0.005296988412737846,
-0.009860946796834469,
0.004308892879635096,
0.006866098381578922,
0.0008656681166030467,
-0.008537746965885162,
0.018725324422121048,
-0.000050858157919719815,
0.014176182448863983,
-0.0038616033270955086,
-0.009272249415516853,
-0.005468172952532768,
0.005015499424189329,
-0.001872305292636156,
0.005765941925346851,
0.0034805976320058107,
0.009923792444169521,
-0.002500199945643544,
0.0035738551523536444,
0.0022764327004551888,
-0.008425457403063774,
0.0009846691973507404,
0.0002918839454650879,
-0.005713389255106449,
-0.017149079591035843,
0.0089913010597229,
0.002832795027643442,
0.01001554075628519,
0.008045327849686146,
0.0035804882645606995,
-0.0045729526318609715,
-0.0004851969424635172,
-0.010604176670312881,
0.007568120490759611,
0.0007425700314342976,
-0.006248544901609421,
-0.0009478494175709784,
0.012724874541163445,
-0.016682840883731842,
-0.025791196152567863,
-0.008357109501957893,
0.006656616926193237,
0.013996941968798637,
0.015177411958575249,
-0.005972319282591343,
-0.002275642938911915,
-0.005950296297669411,
-0.0028986867982894182,
-0.01496142242103815,
-0.010470349341630936,
0.005219858139753342,
0.008084590546786785,
0.0013609945308417082,
0.0010585288982838392,
-0.003348369849845767,
-0.004299703054130077,
-0.011327166110277176,
-0.004053151700645685,
-0.007877342402935028,
-0.012593581341207027,
-0.008761626668274403,
0.006386456545442343,
-0.011494174599647522,
-0.002017238875851035,
0.0009664719691500068,
-0.0013368858490139246,
-0.00011776888277381659,
0.022513946518301964,
0.004284824710339308,
-0.004061449784785509,
0.002579771913588047,
-0.012831153348088264
] | [
-0.12020132690668106,
0.7641819715499878,
-0.12412659823894501,
-0.03518782556056976,
-0.21497125923633575,
0.6301701068878174,
0.7444426417350769,
-0.6434357762336731,
-0.009537133388221264,
-0.27544522285461426,
0.3031790256500244,
0.5110142827033997,
-0.55076664686203,
0.13261684775352478,
0.44925281405448914,
0.5798563957214355,
0.2549031674861908,
0.34856370091438293,
-0.22105133533477783,
-0.4281260073184967,
-0.05704488605260849,
-0.06770836561918259,
0.7385486364364624,
0.0830153077840805,
-0.020700104534626007,
0.2937593460083008,
0.13914528489112854,
-0.08347749710083008,
-0.05005008354783058,
0.1118612289428711,
-0.07952839136123657,
0.4861324727535248,
-0.20531652867794037,
-0.10914921760559082,
-0.06749297678470612,
-0.6475843191146851,
0.37869471311569214,
0.08979585766792297,
0.31431782245635986,
-0.16917340457439423,
-0.003701864741742611,
0.09251131862401962,
0.24775104224681854,
0.5516256093978882,
0.011644808575510979,
-0.8989093899726868,
-2.089787244796753,
-0.484497994184494,
-0.2610374093055725,
0.04205888509750366,
0.33511003851890564,
0.1732763648033142,
-0.10987622290849686,
0.13970209658145905,
-0.34408310055732727,
0.8073803782463074,
-0.2986818253993988,
-0.12561078369617462,
0.6649781465530396,
-0.07758541405200958,
0.6950548887252808,
-0.3503083288669586,
0.1740243136882782,
0.4145151972770691,
0.10157729685306549,
1.074407696723938,
-0.06340538710355759,
-0.03005947731435299,
-0.01998560130596161,
0.162875697016716,
0.20962035655975342,
-0.08740466833114624,
-0.29948580265045166,
0.4211834669113159,
0.1784849464893341,
0.27609914541244507,
-0.6237221360206604,
-0.0992899239063263,
0.2952217757701874,
0.12274564802646637,
0.18567635118961334,
-0.3814888298511505,
0.34032386541366577,
0.1972101628780365,
-0.1101025864481926,
-0.14430665969848633,
-0.11288873851299286,
0.2083558440208435,
-0.22634074091911316,
0.7691386938095093,
0.05930377170443535,
-0.34443196654319763,
0.18132032454013824,
0.2498876303434372,
-0.37131088972091675,
0.1424907147884369,
-0.26160138845443726,
0.04259920492768288,
0.5695979595184326,
0.38194963335990906,
-0.27815455198287964,
-0.04520085081458092,
0.0545283779501915,
0.08446065336465836,
-1.1141138076782227,
-0.4776517152786255,
-0.6717138290405273,
-0.5872923135757446,
-0.34259748458862305,
-0.319254070520401,
-0.4892634153366089,
-0.06230396777391434,
-0.12995174527168274,
-0.2870813310146332,
-0.11174184083938599,
0.09095072746276855,
0.19764088094234467,
-0.36783939599990845,
0.4857131838798523,
0.014681877568364143,
-0.2182949334383011,
1.154106855392456,
0.4711936414241791,
0.049550797790288925,
0.47797927260398865,
-0.05339140444993973,
0.6126635670661926,
0.4396941065788269,
-0.48051080107688904,
0.33998000621795654,
-0.31327566504478455,
0.21010161936283112,
-0.47438734769821167,
0.3868981599807739,
-0.4754084646701813,
-0.8487194776535034,
0.11282581090927124,
0.2521802484989166,
-0.3398056626319885,
-0.32917889952659607,
-0.8501877784729004,
0.4211268424987793,
-0.925295352935791,
0.1629715859889984,
-0.02317057177424431,
-0.4897271990776062,
-0.36594000458717346,
0.3127354681491852,
-0.7596250772476196,
0.13572180271148682,
-0.34366142749786377,
-0.016383830457925797,
0.5897353291511536,
0.26296067237854004,
0.03375784680247307,
0.17685659229755402,
-0.15852604806423187,
-0.2626453936100006,
0.18505346775054932,
-0.018522655591368675,
0.20374679565429688,
0.05331193655729294,
-0.14218232035636902,
0.1754911243915558,
0.2454368621110916,
-0.003094717161729932,
-0.11144478619098663,
-0.244668647646904,
0.10817202925682068,
0.2243931144475937,
-0.6060014963150024,
-0.2909776270389557,
-0.44967561960220337,
0.0908815786242485,
-0.5100078582763672,
-0.07069669663906097,
0.03563883900642395,
0.8158479928970337,
0.2119358628988266,
-0.04720623418688774,
-0.8021621704101562,
-0.2580770254135132,
-0.385944128036499,
0.12172643095254898,
-0.04935222864151001,
0.6282002925872803,
0.7111736536026001,
0.6652064323425293,
0.096322201192379,
0.23831483721733093,
-0.3011529743671417,
-0.4680978059768677,
-0.1690354198217392,
-0.769872784614563,
1.0914866924285889,
-0.08768890798091888,
-0.3364422917366028,
-0.014289249666035175,
0.37185293436050415,
0.041826795786619186,
-0.3427049219608307,
-0.3060043752193451,
0.3881104290485382,
0.1037265807390213,
-0.5562024116516113,
0.7581889629364014,
0.31855103373527527,
0.18546052277088165,
-0.4020819365978241,
0.07050246000289917,
0.401614248752594,
-0.3033747375011444,
0.07342150062322617,
-0.9094470739364624,
0.38334718346595764,
-0.06884194165468216,
-0.524420440196991,
-0.2109280824661255,
0.1453149914741516,
-0.22362689673900604,
0.3039703071117401,
-0.1719904989004135,
0.3095778226852417,
0.8543504476547241,
0.006913591641932726,
0.48873212933540344,
0.7345441579818726,
-0.3910960257053375,
-0.04305412247776985,
-0.8862516283988953,
0.06117382273077965,
-0.6683257818222046,
0.05736815929412842,
0.13091397285461426,
0.016663312911987305,
-0.21224632859230042,
0.09944161027669907,
0.2301865816116333,
0.4167531728744507,
-0.5162448883056641,
0.2073853760957718,
0.18376421928405762,
-0.17189298570156097,
-0.2503052055835724,
-0.07436458766460419,
-0.02118387445807457,
-0.2746501564979553,
-0.22105613350868225,
-0.16566914319992065,
-0.18477614223957062,
0.5511296391487122,
0.15755794942378998,
0.2752425968647003,
-0.525882363319397,
-0.17592334747314453,
-0.2544389069080353,
0.14828050136566162,
-0.28434687852859497,
-0.25724807381629944,
-0.132705420255661,
-0.7093789577484131,
0.07351188361644745,
0.010011998936533928,
-0.016347570344805717,
0.7126325368881226,
-0.11369667202234268,
-0.6643002033233643,
-0.5774974226951599,
0.29200753569602966,
0.3151108920574188,
0.5649209022521973,
0.0995543897151947,
-0.6939820647239685,
-0.8961838483810425,
0.06421013176441193,
-0.23751583695411682,
0.3196409046649933,
0.5462514758110046,
-0.7679582834243774,
-0.2913933992385864,
-0.12549318373203278,
0.29242756962776184,
0.5375919938087463,
-0.2874869704246521,
-0.31926459074020386,
-0.21389582753181458,
0.1802770346403122,
-0.1095854789018631,
-0.13476000726222992,
-0.6984941363334656,
0.20868434011936188,
0.40863552689552307,
-0.12660431861877441,
-0.19328904151916504,
0.28277117013931274,
0.442533016204834,
-0.7480744123458862,
-0.10620281100273132,
0.4869966208934784,
0.12642163038253784,
-0.05979485437273979,
0.49799248576164246,
-0.6694048047065735,
-0.20983055233955383,
-0.2236558049917221,
-0.6014495491981506,
-0.0878995954990387,
0.6011714339256287,
-5.788057804107666,
-0.10156717896461487,
-0.33168691396713257,
0.1086399108171463,
-0.276366651058197,
0.13414236903190613,
0.16258491575717926,
-0.312443345785141,
0.3238542377948761,
-0.14377841353416443,
-0.14585745334625244,
0.8138341903686523,
-0.06272374838590622,
-0.5036070346832275,
0.09057427942752838,
0.5912731885910034,
0.6445924043655396,
0.18377600610256195,
0.22940491139888763,
0.2689130902290344,
0.49116721749305725,
0.07396350800991058,
-0.15509101748466492,
0.47351810336112976,
0.4175296127796173,
0.1207791268825531,
-0.21632492542266846,
0.7820094227790833,
0.2042303830385208,
-0.04815203696489334,
-0.2549595832824707,
-0.19076237082481384,
-0.08441050350666046,
0.025509390980005264,
-0.09137225151062012,
-0.15115763247013092,
0.46600931882858276,
0.07312535494565964,
0.3833489418029785,
-0.08553587645292282,
0.0860927477478981,
0.494131475687027,
-0.22288958728313446,
-0.3574604094028473,
0.233993798494339,
-0.6317960023880005,
-0.6583652496337891,
0.017223719507455826,
0.18723584711551666,
-0.013844632543623447,
-0.0935303121805191,
-0.5811223387718201,
0.538995087146759,
0.2797113358974457,
0.2360912710428238,
0.2625674307346344,
0.04114687070250511,
0.27576372027397156,
-0.13555586338043213,
0.3423222005367279,
0.4634840786457062,
-0.33405405282974243,
-0.15184266865253448,
-0.01661437377333641,
0.32860109210014343,
0.07522723823785782,
-0.3822457492351532,
-1.0124530792236328,
-0.33439671993255615,
0.281660258769989,
-0.6766316294670105,
0.8117984533309937,
0.16726666688919067,
-0.8949244618415833,
0.47990426421165466,
-0.5141077637672424,
0.002875963691622019,
0.37344369292259216,
-0.1683611422777176,
0.40710878372192383,
-0.545331597328186,
-0.41273146867752075,
0.5115472078323364,
0.6758717894554138,
-0.06768470257520676,
0.05014897510409355,
-0.1329881101846695,
-0.15647992491722107,
0.2504720687866211,
0.006519499700516462,
0.914656400680542,
-0.39973366260528564,
0.5605071187019348,
0.5664452314376831,
0.725500226020813,
0.6087494492530823,
0.44512420892715454,
-0.8363904356956482,
0.47404295206069946,
-0.0618743933737278,
1.0873286724090576,
-0.053033534437417984,
-0.5800897479057312,
-0.38576480746269226,
0.09373794496059418,
0.020019251853227615,
-0.3056037724018097,
0.33933308720588684,
0.412424772977829,
-0.4377937912940979,
0.00011953507782891393,
0.07457823306322098,
-0.6653372049331665,
0.10908305644989014,
0.4688645601272583,
-0.6403592228889465,
-0.6893064975738525,
0.3535572588443756,
0.44728124141693115,
-0.20781496167182922,
-0.03919733315706253,
0.6613624691963196,
-0.21130557358264923,
-0.4769847095012665,
-0.17777122557163239,
0.1688825935125351,
0.0395299531519413,
0.332062304019928,
-0.3456445038318634,
0.5564963817596436,
0.3322322964668274,
-0.2243712693452835,
-0.2693694829940796,
-0.5508787035942078,
0.23369526863098145,
-0.0073438044637441635,
0.04226827621459961,
0.17333702743053436,
0.11037095636129379,
-0.05201834812760353,
-0.2344997674226761,
0.22914676368236542,
-0.2634403109550476,
0.007380449678748846,
0.4124622941017151,
0.2130391150712967,
-0.16415473818778992,
-0.16458435356616974,
-0.2648807764053345,
0.395928293466568,
-0.07473666220903397,
-0.6137305498123169,
0.49527525901794434,
-0.11850371956825256,
-0.6261748671531677,
-0.24074645340442657,
0.04798833280801773,
0.30104541778564453,
0.06958036124706268,
-0.28050675988197327,
0.5951583385467529,
0.09367663413286209,
-1.0349220037460327,
0.18055810034275055,
0.42450690269470215,
-0.475521981716156,
-0.10931821912527084,
0.172079399228096,
-0.13832196593284607,
0.4643182158470154,
-0.11964590847492218,
-0.10215141624212265,
-0.36108237504959106,
-0.12817788124084473,
0.2569740414619446,
0.21412061154842377,
0.2553156018257141,
0.05361458659172058,
-0.10397255420684814,
-0.08067116141319275,
0.24823211133480072,
0.5641691088676453,
0.1452801376581192,
0.4889281094074249,
0.3552285134792328,
0.051764730364084244,
-0.5993981957435608,
-0.32292094826698303,
-0.7603051662445068,
0.2951709032058716,
-0.17706000804901123,
-0.4232136011123657,
0.6560085415840149,
-0.2674439251422882,
-0.03004940040409565,
-0.3369066119194031,
-0.04797611013054848,
0.7226976752281189,
-0.4052995443344116,
-0.18747058510780334,
0.7247123718261719,
0.1772531121969223,
-0.1450432687997818,
0.031846173107624054,
-0.109406977891922,
-0.19077874720096588,
0.406588077545166,
-0.10875646024942398,
-0.2357729971408844,
-0.33316856622695923,
0.5206049680709839,
-0.4486373960971832,
-0.27380087971687317,
-0.06265932321548462,
0.1104046106338501,
-0.004455823916941881,
0.18862196803092957,
0.6518813371658325,
0.08608624339103699,
-0.7564277052879333,
0.5668519139289856,
-0.5845385193824768,
-0.2341618835926056,
-0.10627768933773041,
-0.315945029258728,
0.29609811305999756,
0.22550563514232635,
-0.777488648891449,
0.14920884370803833,
0.0926859974861145,
-0.3162863552570343,
0.5036805272102356,
0.25551992654800415,
0.04752684384584427,
-0.2474590688943863,
-0.1221683919429779,
-0.5396323204040527,
0.15381523966789246,
-0.3103480935096741,
0.19964465498924255,
-0.3210284411907196,
0.7533470392227173,
0.020495092496275902,
-0.10253578424453735,
-0.08601462095975876,
0.06288035959005356,
0.27043983340263367,
-0.670428454875946,
-0.1349751353263855,
0.11896870285272598,
0.27027904987335205,
0.001451720716431737,
-0.2875980734825134,
-0.5133500695228577,
0.40095752477645874,
-0.01905754581093788,
0.3131079077720642,
0.19730649888515472,
0.13614699244499207,
0.9289624094963074,
-0.024754252284765244,
0.4676605761051178,
-0.6204197406768799,
-0.43425223231315613,
-0.3346861004829407,
0.4899386763572693,
-0.15178541839122772,
-0.08108002692461014,
0.2158152014017105,
-0.23574255406856537,
-0.669048547744751,
0.1667761504650116,
-0.16239364445209503,
0.8290932774543762,
0.16388198733329773,
0.1924564093351364,
-0.9259634017944336,
0.2772945165634155,
-0.30115044116973877,
0.11983456462621689,
0.15011562407016754,
-0.813879132270813,
0.34923920035362244,
0.019849801436066628,
0.27559661865234375,
0.1463278979063034,
-0.041865091770887375,
0.12870466709136963,
-0.2583152651786804,
-0.0005583473248407245,
-0.43692538142204285,
-0.068414106965065,
-1.076769471168518,
-0.12372925132513046,
-0.08390968292951584,
0.21310213208198547,
0.1689695566892624,
0.2813079357147217,
0.0527702271938324,
0.34480392932891846,
-0.31696078181266785,
0.03556584566831589,
0.671467125415802,
0.11033471673727036,
-0.16442373394966125,
0.07994022965431213,
0.558452308177948,
-0.08807612955570221,
-0.2985149323940277,
0.15678252279758453,
0.5909937024116516,
0.07465054839849472,
0.5115600228309631,
0.6532316207885742,
0.012498481199145317,
-0.22509363293647766,
0.4116295874118805,
-0.05347708985209465,
-0.4424389600753784,
-0.2928634285926819,
0.5399214625358582,
0.08055151998996735,
0.6343324184417725,
-0.028747830539941788,
-0.73531574010849,
-0.1304408311843872,
-0.5413146615028381,
-0.2782127261161804,
-0.059921011328697205,
0.2745775580406189,
0.18949097394943237,
0.42884373664855957,
-0.40855568647384644,
-0.4252456724643707,
0.3149647116661072,
-0.5661078691482544,
-0.43803542852401733,
-0.7610018253326416,
0.3130975067615509,
0.2593645751476288,
0.6032828092575073,
0.45069706439971924,
-0.015744946897029877,
-0.4597676694393158,
-0.19103829562664032,
0.21420371532440186,
0.13917537033557892,
-0.6274151802062988,
0.21183142066001892,
0.3888736963272095,
-0.22775684297084808,
0.027188073843717575,
-0.3515876829624176,
-0.12243107706308365,
-0.8552635908126831,
0.1986660212278366,
-0.20322376489639282,
0.20202335715293884,
0.36423471570014954,
-0.13995759189128876,
-0.2953857481479645,
0.11074312776327133,
0.13684163987636566,
-0.1512664407491684,
-0.32233744859695435,
0.2326337844133377,
-0.15203681588172913,
-0.23271013796329498,
-0.20632173120975494,
-0.5687893629074097,
-0.3500464856624603,
-0.2925647497177124,
0.03418467193841934,
-0.3349815905094147,
0.24459223449230194,
0.05097614973783493,
0.2955297827720642,
0.04885438084602356,
0.21349678933620453,
0.003664702409878373,
-0.24514888226985931,
0.6746312975883484,
0.009957225061953068,
-0.42440733313560486,
0.35892805457115173,
0.7099711298942566,
-0.09365613013505936,
0.16775543987751007,
0.3516820967197418,
-0.20402146875858307,
-0.06455240398645401,
-0.4209572672843933,
0.10916006565093994,
0.6194228529930115,
0.0012835259549319744,
-0.1660216897726059,
-0.7964785099029541,
0.015138071961700916,
0.9362092614173889,
0.5497465133666992,
0.3403692841529846,
0.32632407546043396,
0.028866015374660492,
0.639664888381958,
-0.08657413721084595,
0.002998578129336238,
-0.6413478851318359,
0.44329220056533813,
-0.9933377504348755,
-0.4324517846107483,
0.5998281240463257,
-0.4212878346443176,
-0.24427376687526703,
0.1714596450328827,
-0.024139009416103363,
-0.05759352818131447,
0.3308241069316864,
-0.6377984881401062,
-0.24957673251628876,
-0.21278151869773865,
-0.7209386825561523,
-0.2393331080675125,
0.13794618844985962,
0.3395225703716278,
0.2735229730606079,
-0.43176549673080444,
0.2396838665008545,
-0.31368136405944824,
0.24276229739189148,
0.597419798374176,
0.2049926370382309,
-0.24594363570213318,
-0.16636762022972107,
-0.005595774855464697,
-0.10758118331432343,
0.3214813768863678,
0.5880614519119263,
0.47094374895095825,
0.05560193210840225,
-0.1559680998325348,
0.08266497403383255,
0.1779535710811615,
0.22791631519794464,
0.28693997859954834,
-1.4531461000442505,
-0.009559329599142075,
0.11900940537452698,
-1.0951331853866577,
-0.1541764885187149,
0.8944132328033447,
0.108176589012146,
0.15731441974639893,
0.06748359650373459,
-0.04368147626519203,
0.15344199538230896,
0.0967446118593216,
0.25885632634162903,
-0.8242583870887756,
0.4351305067539215,
-0.25262513756752014
] |
A torus-topology photonic data center network with smart flow control is presented, where optical packet switching (OPS), optical circuit switching (OCS), and virtual OCS (VOCS) schemes are all enabled on a unified hardware platform via the combination of hybrid optoelectronic routers (HOPR) and a centralized network controller. An upgraded HOPR is being developed with the goal of handling 100 Gbps optical packets with a high energy efficiency of 90 mW/Gbps and low latency of less than 100 ns. The architecture of HOPR and its enabling technologies are reviewed, including a label processor, optical switch, and optoelectronic shared buffer. We also explain the concept and operation mechanisms of both the data and control planes in the hybrid OPS/OCS/VOCS torus network. The performance of these three transmission modes is evaluated by numerical simulations for a network composed of 4096 HOPRs. | [
-0.016937248408794403,
-0.0067853424698114395,
-0.01533496007323265,
0.02349676936864853,
0.0005008461885154247,
-0.028050344437360764,
0.012977580539882183,
-0.007131082005798817,
-0.010193049907684326,
0.013713413849473,
-0.017055418342351913,
0.016932034865021706,
-0.001310789491981268,
0.021186165511608124,
0.009361625649034977,
-0.01504885870963335,
-0.005782686173915863,
0.047892432659864426,
0.01680462248623371,
0.010624859482049942,
0.004065646789968014,
0.02030968852341175,
0.01082545891404152,
-0.009816369041800499,
-0.016164317727088928,
-0.012729296460747719,
-0.02657570317387581,
-0.04084719717502594,
0.0019347199704498053,
0.002215249929577112,
0.013042591512203217,
-0.006166193168610334,
0.044001393020153046,
0.01738446019589901,
0.015488741919398308,
-0.012990735471248627,
-0.016300782561302185,
0.025915442034602165,
0.01943705789744854,
-0.0069458456709980965,
-0.024246875196695328,
-0.006599603220820427,
0.004874484147876501,
-0.03365641087293625,
-0.01190359890460968,
0.023427974432706833,
-0.008704395964741707,
0.023387745022773743,
0.01681947335600853,
0.010738496668636799,
-0.0237785242497921,
-0.009419173002243042,
-0.008687244728207588,
0.013808444142341614,
-0.007870594970881939,
0.011397408321499825,
0.019415244460105896,
0.041275039315223694,
0.028031203895807266,
-0.014954080805182457,
-0.02293112315237522,
0.03142111003398895,
-0.015519867651164532,
-0.010377475991845131,
0.020681414753198624,
-0.06625925749540329,
0.036829568445682526,
-0.0036362800747156143,
-0.0039417981170117855,
0.032941799610853195,
-0.023986604064702988,
0.01211976446211338,
0.012786028906702995,
0.009706554003059864,
-0.014808260835707188,
-0.004101080354303122,
-0.027751803398132324,
0.001676380168646574,
-0.01944681443274021,
0.013865839689970016,
-0.0037185335531830788,
-0.014047183096408844,
-0.026985768228769302,
0.00731541495770216,
-0.0005242630140855908,
0.0012673921883106232,
-0.026582937687635422,
0.0034553075674921274,
0.008890942670404911,
0.02234317921102047,
-0.00803455151617527,
-0.033454686403274536,
-0.04885142669081688,
-0.033636391162872314,
-0.016315894201397896,
-0.03336263447999954,
-0.011195043101906776,
0.030909240245819092,
-0.025023555383086205,
-0.053751278668642044,
-0.017350610345602036,
0.0028630236629396677,
0.014260563999414444,
-0.00014561554417014122,
0.002881303895264864,
0.013718181289732456,
0.042056500911712646,
0.0005494534270837903,
0.008817478083074093,
0.007553087547421455,
0.01061052456498146,
0.04166372865438461,
-0.03398362919688225,
0.014197487384080887,
0.0008053591009229422,
0.015985094010829926,
-0.005060787312686443,
0.02520027942955494,
0.009937876835465431,
0.0308846328407526,
-0.00522919837385416,
-0.02350436896085739,
0.0028860843740403652,
0.022380243986845016,
0.00476031843572855,
0.005762794055044651,
0.013927895575761795,
0.012083791196346283,
0.0009434092789888382,
-0.013891482725739479,
-0.013644713908433914,
0.001684826798737049,
0.01805543527007103,
-0.0024449769407510757,
0.006651550065726042,
0.0010958099737763405,
-0.018916070461273193,
-0.021928105503320694,
-0.010323600843548775,
-0.018550503998994827,
0.023051779717206955,
0.014481503516435623,
0.005097816698253155,
0.019114037975668907,
0.0110746705904603,
-0.007211961317807436,
0.0014469085726886988,
-0.0040736207738518715,
0.016251612454652786,
-0.05413252115249634,
0.00009832112118601799,
0.000932952156290412,
-0.013358989730477333,
-0.03586367517709732,
0.02569485642015934,
0.024549024179577827,
-0.03228650987148285,
-0.0373300239443779,
-0.02697155624628067,
0.011046571657061577,
0.0020181674044579268,
-0.000006745103746652603,
0.02537750080227852,
0.011437132954597473,
0.0389077328145504,
0.030960731208324432,
0.022157086059451103,
0.0036661368794739246,
-0.0014549334300681949,
0.006566298194229603,
-0.018191395327448845,
0.004984138533473015,
0.016293585300445557,
0.01212906651198864,
-0.0008826702833175659,
-0.018199054524302483,
0.0068548135459423065,
0.01076187938451767,
-0.004825194366276264,
0.06640397757291794,
0.006174912676215172,
0.015377664938569069,
0.008200080133974552,
-0.03488530218601227,
0.023276612162590027,
-0.005897709168493748,
0.014148530550301075,
-0.02078883722424507,
-0.028687486425042152,
0.0053081936202943325,
-0.0119677959010005,
-0.06215045228600502,
0.015601135790348053,
0.009775659069418907,
0.01821242645382881,
0.003192325122654438,
-0.0002653077244758606,
0.010981420055031776,
-0.013027649372816086,
0.005892411805689335,
-0.032991789281368256,
0.026845838874578476,
0.03290918841958046,
0.012913818471133709,
0.014497940428555012,
0.020193319767713547,
-0.022768039256334305,
-0.022962089627981186,
0.016652286052703857,
0.01688430830836296,
0.03739649057388306,
-0.0071845403872430325,
-0.00627970602363348,
-0.017010971903800964,
-0.005189265124499798,
-0.0005922000855207443,
-0.038070548325777054,
-0.0006590122357010841,
-0.013615106232464314,
-0.012069410644471645,
-0.0033537729177623987,
-0.0015728704165667295,
0.03624509274959564,
-0.008507490158081055,
0.011433937586843967,
-0.0016303223092108965,
-0.008349094539880753,
0.011580674909055233,
0.010445710271596909,
0.026931438595056534,
0.00732109509408474,
-0.014923164620995522,
-0.021851269528269768,
0.01750815659761429,
0.0521853081882,
0.0034125596284866333,
0.01883622631430626,
-0.02755521982908249,
0.002560392254963517,
-0.015941455960273743,
0.004641206935048103,
-0.008042847737669945,
0.031136970967054367,
-0.039496950805187225,
-0.055830761790275574,
-0.015798384323716164,
0.004715508781373501,
-0.020718764513731003,
-0.018572933971881866,
-0.007236270233988762,
0.010211465880274773,
0.02132798172533512,
0.011375638656318188,
0.008424962870776653,
0.009392740204930305,
-0.0014492347836494446,
-0.0015528982039541006,
0.01022040843963623,
0.025383487343788147,
0.0000109837856143713,
-0.0015369621105492115,
0.010909419506788254,
0.02163170650601387,
-0.03927566483616829,
-0.010636935010552406,
-0.0022125057876110077,
0.007542599458247423,
-0.002224424621090293,
0.004757581278681755,
0.01928422972559929,
0.00865568034350872,
-0.017091399058699608,
-0.009774602949619293,
-0.08060908317565918,
-0.01896441914141178,
-0.00000786222517490387,
0.024665743112564087,
0.015759039670228958,
-0.02580750547349453,
-0.018276259303092957,
0.040256403386592865,
-0.016630956903100014,
0.026426969096064568,
-0.00572091992944479,
0.018417205661535263,
-0.015249427407979965,
0.010473521426320076,
0.0117881428450346,
-0.01827598363161087,
0.009642565622925758,
0.008823452517390251,
-0.0035970755852758884,
-0.005602535791695118,
-0.0005662254989147186,
-0.02516225352883339,
-0.023752860724925995,
0.03210093826055527,
-0.06446228921413422,
-0.026556935161352158,
-0.03146239370107651,
-0.027320250868797302,
0.02400432899594307,
0.013004378415644169,
-0.029971031472086906,
-0.028282254934310913,
-0.014184532687067986,
-0.02523767575621605,
-0.006636621430516243,
-0.025985274463891983,
-0.0008344526868313551,
-0.012439201585948467,
0.009166084229946136,
0.014606545679271221,
-0.0276266410946846,
0.012398745864629745,
-0.01954086497426033,
0.021975941956043243,
-0.009878098964691162,
-0.0006796193774789572,
0.011899268254637718,
0.02951282076537609,
0.01738433912396431,
-0.017206460237503052,
0.0027453103102743626,
-0.0035702164750546217,
-0.0007568941218778491,
0.011837922036647797,
-0.012752782553434372,
0.012145671993494034,
-0.034260377287864685,
0.023877879604697227,
-0.010637376457452774,
-0.02033853530883789,
0.0021198417525738478,
0.013190890662372112,
0.004456713795661926,
0.011100031435489655,
0.02251908741891384,
-0.05444043129682541,
0.030432693660259247,
0.0035670618526637554,
-0.004041106440126896,
0.020593741908669472,
0.03342236950993538,
-0.0037818250712007284,
-0.020534684881567955,
0.006296863779425621,
-0.005919937044382095,
-0.01684267818927765,
-0.01909853145480156,
-0.011321419849991798,
0.016532044857740402,
-0.0031250915490090847,
-0.04584469646215439,
0.019144069403409958,
-0.0014350255951285362,
0.011528114788234234,
-0.01836284250020981,
0.014791039749979973,
0.006859746761620045,
-0.018251385539770126,
0.010007262229919434,
-0.015019386075437069,
-0.015971489250659943,
0.0014169835485517979,
0.0006692088209092617,
0.004721670877188444,
-0.0007172366604208946,
-0.024762433022260666,
0.009786048904061317,
0.004926564171910286,
0.011733362451195717,
0.011406781151890755,
-0.018162617459893227,
0.001670256955549121,
0.00040314020588994026,
-0.014126635156571865,
0.01096375472843647,
0.020862065255641937,
-0.0036811423487961292,
0.003198356833308935,
0.03284620866179466,
-0.006436064839363098,
-0.011959068477153778,
-0.026068946346640587,
-0.010332684963941574,
0.006888197734951973,
0.013545436784625053,
-0.004988058470189571,
-0.028564980253577232,
-0.009374898858368397,
0.07130033522844315,
0.015615037642419338,
0.011204932816326618,
-0.021356884390115738,
-0.031421445310115814,
-0.03607366979122162,
-0.04475100338459015,
-0.027938298881053925,
0.02854001149535179,
0.013650517910718918,
0.01328935194760561,
-0.02102592960000038,
-0.015230963937938213,
0.006843696814030409,
0.01646742783486843,
0.0010098172351717949,
-0.039130497723817825,
0.010468678548932076,
0.004572778940200806,
0.021423887461423874,
-0.0013536983169615269,
-0.0037817840930074453,
0.010690527968108654,
-0.0007144873961806297,
0.012836463749408722,
-0.01377034466713667,
-0.043420955538749695,
-0.012481835670769215,
-0.013686906546354294,
0.02371499314904213,
-0.015359524637460709,
-0.004855655133724213,
-0.010462788864970207,
-0.020522907376289368,
-0.001966339536011219,
-0.017047222703695297,
0.06035942584276199,
0.0165744349360466,
0.00563574954867363,
0.008444626815617085,
0.008937008678913116,
-0.026920167729258537,
0.011743643321096897,
0.012613847851753235,
0.024565700441598892,
0.012569619342684746,
-0.0389552041888237,
-0.009758051484823227,
-0.008841404691338539,
0.008597332052886486,
0.00012462883023545146,
0.03472372144460678,
0.009161632508039474,
-0.0022287850733846426,
0.009428862482309341,
0.01611061953008175,
-0.004976295866072178,
0.01301815640181303,
-0.027452439069747925,
-0.01453263871371746,
-0.02320653386414051,
0.015444202348589897,
-0.013735892251133919,
-0.0022530199494212866,
0.013183129951357841,
-0.0006826543249189854,
-0.014568239450454712,
0.0031142979860305786,
-0.008822374977171421,
0.02637568861246109,
-0.006262690760195255,
-0.0123555026948452,
0.022835277020931244,
-0.01272075716406107,
-0.011859176680445671,
0.0047046588733792305,
0.0002605677582323551,
0.025013461709022522,
0.018001457676291466,
-0.028214100748300552,
-0.02995368465781212,
0.05155003070831299,
-0.03696905076503754,
-0.047487445175647736,
0.0019096618052572012,
0.02089642733335495,
0.004728179425001144,
-0.07389944791793823,
-0.019276121631264687,
-0.010130870155990124,
-0.00957188569009304,
-0.00019750767387449741,
0.02326906844973564,
-0.004996588919311762,
0.009888038039207458,
0.006544894073158503,
-0.006671663839370012,
-0.010591426864266396,
-0.022174399346113205,
0.004460987634956837,
-0.00982111319899559,
0.011994595639407635,
0.011476133018732071,
-0.025006042793393135,
0.02117951214313507,
-0.01364131085574627,
0.007057723123580217,
0.015966085717082024,
0.012696865946054459,
-0.05734166502952576,
-0.02827794849872589,
0.00952669233083725,
-0.07995116710662842,
-0.028700105845928192,
-0.0020358809269964695,
0.011215653270483017,
-0.009305205196142197,
-0.014305771328508854,
0.0016339500434696674,
-0.010805206373333931,
-0.0008556786924600601,
-0.013396580703556538,
-0.05603555217385292,
-0.010199904441833496,
0.01411958783864975,
0.002094519790261984,
-0.008050411008298397,
-0.010740564204752445,
0.0346471443772316,
0.004925253801047802,
0.029811300337314606,
0.04878315329551697,
-0.01012987270951271,
-0.00009423797018826008,
-0.010947560891509056,
0.00404287688434124,
-0.013426095247268677,
0.01839509978890419,
-0.025060508400201797,
0.024666594341397285,
0.003953355364501476,
-0.042922474443912506,
0.014653880149126053,
-0.031059635803103447,
-0.015050899237394333,
0.0030319951474666595,
-0.0009992076084017754,
-0.010301901027560234,
0.03290581330657005,
-0.026876304298639297,
-0.003417721949517727,
0.013432376086711884,
-0.002981218509376049,
0.014892024919390678,
0.0041402410715818405,
0.0050848862156271935,
-0.017971687018871307,
-0.01659361645579338,
0.011747146025300026,
-0.008715938776731491,
0.019415654242038727,
-0.0030034007504582405,
0.006870018318295479,
-0.00921105220913887,
0.008163707330822945,
-0.021438483148813248,
0.0012026114854961634,
0.0008042934350669384,
-0.008837288245558739,
0.025250133126974106,
-0.030405061319470406,
0.008185348473489285,
-0.013598006218671799,
0.023357322439551353,
0.0025424312334507704,
0.07134135067462921,
-0.03128877282142639,
0.005404996685683727,
-0.010473381727933884,
-0.012683253735303879,
0.00923099648207426,
-0.02366676740348339,
-0.020925315096974373,
-0.024808691814541817,
0.01462982501834631,
0.018589405342936516,
-0.00020174379460513592,
-0.020887091755867004,
0.01644771546125412,
0.03937491774559021,
-0.009507713839411736,
0.0052633024752140045,
0.012603366747498512,
-0.0001544498372823,
-0.005472117103636265,
0.03254855424165726,
0.007763659115880728,
0.038523465394973755,
0.03229449316859245,
0.01507533062249422,
-0.010082768276333809,
-0.0030514642130583525,
0.02364191599190235,
-0.03714001551270485,
0.00036273151636123657,
-0.021098606288433075,
-0.021233519539237022,
0.019726630300283432,
0.021882032975554466,
0.028868012130260468,
-0.0006318995729088783,
0.00849795714020729,
0.022698141634464264,
0.0187884159386158,
-0.03364517539739609,
-0.04938385263085365,
0.032691583037376404,
0.0001541434321552515,
0.00622502900660038,
0.02281583473086357,
0.011108752340078354,
0.04369625449180603,
-0.008315888233482838,
0.006399341393262148,
0.005841223988682032,
-0.02860504761338234,
0.0044593350030481815,
0.010834132321178913,
-0.07677393406629562,
0.012919100932776928,
-0.010870501399040222,
-0.02169737219810486,
0.008930629119277,
-0.011553470976650715,
0.012950939126312733,
0.011678699404001236,
0.0045972224324941635,
0.005145917646586895,
0.016080910339951515,
0.011665519326925278,
-0.0074852099642157555,
-0.01826632209122181,
-0.02096783183515072,
-0.03964852914214134,
0.016177169978618622,
0.0020335055887699127,
0.05206269025802612,
0.018142536282539368,
-0.018908075988292694,
0.003918558359146118,
0.02128099463880062,
-0.0007675443775951862,
0.026506198570132256,
0.01362399011850357,
-0.00038890750147402287,
-0.005124971270561218,
0.011502879671752453,
-0.003376801498234272,
0.029630538076162338,
-0.0009778374806046486,
0.024512555450201035,
0.007657716050744057,
-0.01609113998711109,
-0.002058774698525667,
0.017047222703695297,
0.006721783429384232,
-0.00853530503809452,
-0.0029802373610436916,
-0.016549475491046906,
0.005623789504170418,
0.03423535078763962,
0.05679852515459061,
0.00780683197081089,
0.037647001445293427,
0.023387715220451355,
0.004004819318652153,
0.012385695241391659,
-0.015091617591679096,
-0.01049070619046688,
-0.0036009326577186584,
-0.003243034239858389,
0.019082462415099144,
0.02566772699356079,
-0.015769172459840775,
-0.022914480417966843,
-0.013376185670495033,
0.02090935781598091,
-0.01506428886204958,
-0.019902613013982773,
0.02321319282054901,
0.031944483518600464,
-0.014969222247600555,
0.0028033077251166105,
-0.001524624414741993,
-0.01684633269906044,
0.021812455728650093,
0.04611551761627197,
0.008041213266551495,
-0.0027424106374382973,
0.029916970059275627,
-0.01573423482477665,
-0.007826201617717743,
0.01236614491790533,
0.003544429549947381,
0.020201368257403374,
0.013597667217254639,
-0.01928868144750595,
0.004534935113042593,
0.011797434650361538,
-0.018445074558258057,
0.006951984483748674,
0.006040138658136129,
0.003617517650127411,
0.02240392006933689,
0.02350999042391777,
-0.02372989058494568,
0.00555181410163641,
0.008234865963459015,
-0.026399724185466766,
0.005909101106226444,
-0.007186288945376873,
-0.005789922550320625,
0.02339668944478035,
0.00518791563808918,
0.008312706835567951,
0.002085929038003087,
-0.013963811099529266,
-0.006066439673304558,
-0.011137514375150204,
-0.02104771137237549,
0.02189904823899269,
0.008540350943803787,
-0.01971171796321869,
-0.0026607741601765156,
0.013196328654885292,
-0.01888268068432808,
-0.012189758941531181,
-0.02972167357802391,
0.005381610244512558,
0.034675948321819305,
-0.0409155897796154,
0.02941794879734516,
0.0010917638428509235,
0.007850423455238342,
-0.026633575558662415,
0.01703003980219364,
-0.017947038635611534,
-0.030144046992063522,
0.015285171568393707,
-0.021937623620033264,
0.00313785788603127,
-0.005907627288252115,
-0.0044303773902356625,
-0.03247159719467163,
-0.0038000899367034435,
-0.001172349788248539,
-0.007032786495983601,
-0.004058884922415018,
-0.014736768789589405,
-0.0013885321095585823,
-0.022871144115924835,
0.00007316004484891891,
-0.020261649042367935,
0.010575288906693459,
0.0076371245086193085,
-0.011589216999709606,
0.02896435372531414,
-0.02118559181690216,
-0.021592581644654274,
0.0013845746871083975,
-0.021623611450195312,
0.006675390526652336,
-0.024262119084596634,
-0.0049813054502010345,
-0.037627171725034714,
-0.0054546985775232315,
-0.009757917374372482
] | [
-0.4302825629711151,
-0.26798397302627563,
0.8712957501411438,
0.2707791030406952,
0.08472751080989838,
0.19598665833473206,
0.06321898102760315,
-0.05183297023177147,
-0.2993767261505127,
-0.5614715218544006,
-0.4869568645954132,
0.6015560626983643,
-0.28336143493652344,
-0.10879532247781754,
0.2963019013404846,
0.027894137427210808,
0.5748505592346191,
0.007133281324058771,
-0.08254741877317429,
-0.5727915167808533,
-0.29142385721206665,
-0.05486883968114853,
0.10394609719514847,
-0.5565929412841797,
0.28421342372894287,
0.15599477291107178,
0.01730586402118206,
0.48149368166923523,
0.28360092639923096,
0.07892109453678131,
0.2616187632083893,
0.5315818190574646,
-0.3814902901649475,
0.012122409418225288,
0.36635053157806396,
-0.3924194574356079,
-0.307420015335083,
-0.1773570477962494,
-0.18176349997520447,
-0.798192024230957,
0.029559003189206123,
-0.08086200058460236,
-0.07516616582870483,
0.14826323091983795,
-0.14236462116241455,
-0.4189785122871399,
-1.0352896451950073,
0.38053983449935913,
-0.2635987102985382,
0.273232102394104,
-0.5068992376327515,
0.5054700374603271,
-0.0987929105758667,
0.039954304695129395,
0.32884883880615234,
-0.23130032420158386,
-0.5216042399406433,
-0.173304483294487,
0.402534544467926,
0.14225304126739502,
-0.4787972569465637,
-0.33619800209999084,
-0.2191731035709381,
0.026817502453923225,
-0.2199525684118271,
0.032906673848629,
0.13734078407287598,
-0.36143261194229126,
-0.2754076421260834,
-0.2009648084640503,
0.6887553334236145,
-0.10844626277685165,
0.06906282156705856,
0.4148148000240326,
-0.1913219541311264,
-0.6336039304733276,
0.07270623743534088,
-0.2539993226528168,
0.064467653632164,
0.3103379011154175,
-0.09833674132823944,
0.07766710966825485,
0.3420149087905884,
-0.16508644819259644,
0.770201563835144,
0.20117881894111633,
-0.4835645258426666,
0.5701379179954529,
-0.683332085609436,
0.6170935034751892,
-0.05797871947288513,
-0.2655360996723175,
0.3404572904109955,
0.8808100819587708,
0.0768703892827034,
-0.013504781760275364,
-0.22588780522346497,
-0.26522597670555115,
0.3393482267856598,
-0.18498294055461884,
-0.135369211435318,
0.5549218058586121,
-0.09311650693416595,
-0.6568728089332581,
-0.013248936273157597,
0.07586058229207993,
-0.4967000186443329,
-0.8511200547218323,
-0.6112375259399414,
0.06538675725460052,
-0.37535664439201355,
0.03131627291440964,
0.019153401255607605,
0.3080727458000183,
0.0383656807243824,
0.19432517886161804,
0.18037483096122742,
-0.4641186594963074,
0.3370443284511566,
0.04348839446902275,
0.18828745186328888,
1.1739072799682617,
0.3681304156780243,
0.72113436460495,
0.4717516303062439,
-0.1353277862071991,
0.04056674987077713,
0.12307882308959961,
-0.13859696686267853,
0.544761061668396,
0.17173482477664948,
0.8556377291679382,
-0.25709158182144165,
-0.034411098808050156,
-0.2246563732624054,
0.01915338635444641,
0.23043476045131683,
0.16769562661647797,
0.6322811245918274,
0.4480365514755249,
-0.6201073527336121,
-0.2506140470504761,
-0.013309228233993053,
-0.1856260895729065,
0.15346132218837738,
0.070895254611969,
-0.09338831156492233,
-0.523547351360321,
-0.6180551052093506,
-0.2365431934595108,
-0.5471818447113037,
0.2933822274208069,
-0.7952556014060974,
-0.12937584519386292,
-0.06580744683742523,
0.5647973418235779,
-0.15283158421516418,
0.06615175306797028,
-0.13638749718666077,
-0.08564089983701706,
0.10499473661184311,
0.39438408613204956,
-0.742522656917572,
-0.16973522305488586,
-0.08340182155370712,
-0.3830936551094055,
0.30773505568504333,
0.42084985971450806,
0.1715439409017563,
0.15751959383487701,
0.28666478395462036,
-0.07474185526371002,
-0.3244837522506714,
-0.06262596696615219,
0.08113204687833786,
0.38193777203559875,
0.572050154209137,
0.37420135736465454,
0.0670497864484787,
0.10236258059740067,
-0.7933411598205566,
0.07926013320684433,
0.383785218000412,
-0.18067193031311035,
-0.1881583034992218,
0.306477814912796,
0.3055192232131958,
0.03940209746360779,
-0.20956309139728546,
0.029200823977589607,
-0.6140328645706177,
-0.07033183425664902,
0.6431922912597656,
-0.5624622106552124,
0.9547063708305359,
-0.12674030661582947,
0.014582768082618713,
0.5383899211883545,
0.0033252807334065437,
0.27518555521965027,
-0.07289203256368637,
0.2870987057685852,
0.7256139516830444,
-0.7193792462348938,
-0.30246150493621826,
-0.25952455401420593,
-0.28937843441963196,
-0.23129624128341675,
-0.49203628301620483,
-0.5379826426506042,
0.466656893491745,
-0.7699548006057739,
0.17955711483955383,
-0.6440366506576538,
0.23561610281467438,
-0.35853785276412964,
-0.26010146737098694,
0.02578805945813656,
0.21899744868278503,
0.4665057957172394,
1.2990676164627075,
-0.3820745646953583,
0.5457832217216492,
1.0140905380249023,
-0.20592284202575684,
0.7741009593009949,
0.5183896422386169,
0.6495203971862793,
0.9070812463760376,
-0.49561023712158203,
-0.09115688502788544,
-0.8291902542114258,
-0.6099029779434204,
-0.4474368393421173,
-0.1861538589000702,
-0.10834328830242157,
0.21989715099334717,
-0.19980596005916595,
0.6300910711288452,
-0.06046593561768532,
-0.24572424590587616,
0.44860929250717163,
-0.5804914236068726,
0.3177889883518219,
0.44913214445114136,
-0.5565316677093506,
-0.34156107902526855,
-0.1930261254310608,
-0.129469633102417,
-0.26436540484428406,
-0.34880438446998596,
0.2859083414077759,
-0.4434024691581726,
-0.683597981929779,
0.31990236043930054,
-0.10837545245885849,
0.1013370230793953,
0.04072755575180054,
-0.4113018810749054,
0.09846004098653793,
-0.3278909921646118,
-0.11339239776134491,
-0.2741571366786957,
0.04152539372444153,
-0.0820322185754776,
-0.27777862548828125,
-0.3512450158596039,
-0.3641048073768616,
0.7487339973449707,
0.16016851365566254,
0.04721613600850105,
-0.0862927958369255,
-0.24289271235466003,
-0.14645777642726898,
-0.14767350256443024,
-0.8314833045005798,
0.5870156288146973,
0.44949156045913696,
-0.42769062519073486,
-0.593257486820221,
0.12048208713531494,
0.24732337892055511,
0.7577182650566101,
0.0958988144993782,
-0.1794498711824417,
-0.26586055755615234,
0.15078355371952057,
-0.4352650046348572,
-0.8624751567840576,
-0.4532544016838074,
-0.093669593334198,
0.4710513651371002,
-0.020069001242518425,
0.24254199862480164,
-0.03888630494475365,
0.7349950075149536,
0.147374227643013,
0.2508034110069275,
0.39863038063049316,
0.027360824868083,
-0.33717453479766846,
0.17451463639736176,
-0.32840830087661743,
0.155793234705925,
-0.3696177899837494,
-0.03880798816680908,
-0.12783361971378326,
0.23312363028526306,
-5.781876087188721,
0.1871272772550583,
-0.7077375650405884,
-0.017820626497268677,
-0.22310751676559448,
-0.08627786487340927,
0.9596272706985474,
-0.0056656282395124435,
0.5375721454620361,
-0.16186702251434326,
0.12178473174571991,
0.49507904052734375,
0.0635022446513176,
-0.1301482915878296,
0.47023269534111023,
0.4872726798057556,
0.23475487530231476,
0.10849086940288544,
0.5272794365882874,
-0.34020450711250305,
-0.05175324156880379,
-0.5904682278633118,
-0.07890686392784119,
0.1628774106502533,
-0.2718798518180847,
-0.15023869276046753,
-0.7514960765838623,
0.08494603633880615,
-0.3572061359882355,
-0.2934821844100952,
0.19923095405101776,
-0.5745270848274231,
-0.09630934149026871,
-0.3546992242336273,
0.18713489174842834,
-0.4147454500198364,
0.4824340343475342,
0.1580132395029068,
0.000031241306714946404,
-0.6977053284645081,
0.6401811838150024,
0.49606212973594666,
0.07746756821870804,
0.020932652056217194,
0.4271635115146637,
-0.36155518889427185,
-0.01428932137787342,
0.26503896713256836,
-0.10523906350135803,
0.8408620357513428,
-0.1399281919002533,
-0.19488345086574554,
0.15627461671829224,
0.2786579132080078,
0.13333676755428314,
-0.08338119834661484,
-0.15562158823013306,
0.7177391648292542,
-0.24135969579219818,
0.31873655319213867,
-0.13090847432613373,
-0.5592693090438843,
-0.11390780657529831,
-0.8893458247184753,
-0.018268797546625137,
0.669829785823822,
-0.7730054259300232,
-0.16685570776462555,
0.5113149285316467,
-0.07976195961236954,
-0.19318854808807373,
0.23516729474067688,
-0.05820415914058685,
-0.44464775919914246,
0.5349517464637756,
-0.7011035084724426,
0.8618358969688416,
-0.08260822296142578,
-0.11011567711830139,
-0.10827036947011948,
0.00869225338101387,
-0.36812350153923035,
-0.3450336456298828,
-0.4119411110877991,
0.09331238269805908,
-0.5457971096038818,
0.07847391813993454,
-0.7629432082176208,
0.020901521667838097,
0.08095859736204147,
0.9537593126296997,
-0.2212011218070984,
0.0800916999578476,
0.49308475852012634,
0.7175778150558472,
-0.16223938763141632,
0.2312830239534378,
0.620495080947876,
-0.1871989220380783,
-0.24395866692066193,
0.6245805025100708,
0.00939976517111063,
-0.06824154406785965,
-0.6326475739479065,
0.028106821700930595,
0.608102560043335,
-0.3217775523662567,
0.011002386920154095,
0.6360219120979309,
-0.10402980446815491,
0.16111324727535248,
-0.2530554234981537,
-0.15593355894088745,
-0.24944515526294708,
0.543961763381958,
0.036663275212049484,
-0.1603158563375473,
0.3100017309188843,
0.3452255129814148,
-0.07121220231056213,
0.09673821926116943,
0.32349473237991333,
0.7031037211418152,
0.43682193756103516,
0.07800614088773727,
-0.5126223564147949,
-0.0016068342374637723,
0.32958748936653137,
-0.10867799073457718,
-0.44088950753211975,
0.5526352524757385,
0.2891716957092285,
-0.05049195513129234,
-0.2568812668323517,
-0.13398972153663635,
-0.41248008608818054,
-0.84341961145401,
0.15692482888698578,
0.133938729763031,
-0.07255328446626663,
-0.11782640963792801,
-0.009864323772490025,
-0.10118421167135239,
0.24404120445251465,
0.15012888610363007,
0.3122454881668091,
-0.20170210301876068,
0.3633466362953186,
-0.1732594519853592,
0.3467355966567993,
-0.017622265964746475,
-0.4002920985221863,
-0.09154420346021652,
-0.19622403383255005,
-0.08242309838533401,
0.32872217893600464,
-0.07545771449804306,
-0.017455196008086205,
0.6364138722419739,
-0.13792575895786285,
0.47242271900177,
0.6429836750030518,
-0.9190610647201538,
0.15922404825687408,
0.08433004468679428,
0.17675170302391052,
-0.6247653961181641,
-0.5862500071525574,
-0.3328436613082886,
0.14881017804145813,
-0.4634048640727997,
-0.6256522536277771,
-0.1342012882232666,
-0.4858035445213318,
0.21118196845054626,
0.4002031683921814,
0.024532025679945946,
-0.03248116746544838,
0.42420151829719543,
0.0535842590034008,
0.11140003800392151,
0.11647836118936539,
-0.3306693732738495,
0.6249974370002747,
0.9010634422302246,
-0.33991479873657227,
-0.0531308688223362,
-0.2899937331676483,
0.2054871767759323,
-0.28321129083633423,
0.4710184633731842,
0.5673823952674866,
0.19718798995018005,
0.37296950817108154,
-0.2097933441400528,
-0.6526046395301819,
0.1731877624988556,
0.5623832941055298,
-0.39074423909187317,
-0.7957015633583069,
-0.4972333312034607,
0.4171661138534546,
-0.6235321760177612,
0.7917092442512512,
-0.05605810880661011,
-0.06302409619092941,
0.27311787009239197,
0.2763860523700714,
0.4142925441265106,
-0.5355969071388245,
-0.5460538864135742,
-0.6466416120529175,
0.06730058789253235,
0.48040881752967834,
-0.24513737857341766,
0.1925753951072693,
0.15819448232650757,
-0.5653142333030701,
-0.7434025406837463,
-0.09228233247995377,
-0.1622072160243988,
-0.4526072144508362,
0.11067034304141998,
-0.03529421240091324,
-0.5530661344528198,
0.19796991348266602,
0.1453198939561844,
-0.8000921010971069,
0.05077308788895607,
0.007720490451902151,
0.0011962243588641286,
-0.17628450691699982,
0.09091729670763016,
0.130049929022789,
-0.28407859802246094,
0.45481935143470764,
-0.5738568305969238,
-0.21091613173484802,
0.05350309982895851,
0.3263593316078186,
-0.033923693001270294,
0.7025678157806396,
-0.6005039215087891,
-0.38552507758140564,
-0.5467705130577087,
0.3124825954437256,
0.246764674782753,
-0.35733261704444885,
-0.9717718958854675,
-0.43653762340545654,
0.6438688635826111,
-0.44086188077926636,
0.09884260594844818,
-0.12922444939613342,
1.3518493175506592,
0.07099182903766632,
-0.12268362939357758,
-0.6541948914527893,
-0.2621270716190338,
0.23869723081588745,
-0.2886609137058258,
-0.4095667004585266,
-0.2865177094936371,
-0.5858030915260315,
0.36039620637893677,
0.001481898594647646,
-0.22733406722545624,
-1.3485759496688843,
-0.014172994531691074,
-0.4789137542247772,
-0.06431245058774948,
-0.021827304735779762,
0.9183157682418823,
0.1348060816526413,
-0.12201821804046631,
0.11243309080600739,
0.14610140025615692,
-0.03618163242936134,
0.15088899433612823,
0.21490031480789185,
-0.5516639351844788,
-0.12196823209524155,
-0.13778316974639893,
0.07681963592767715,
0.2977359890937805,
0.015402350574731827,
0.3918909728527069,
-0.242682084441185,
0.24288517236709595,
0.13209235668182373,
0.014009530656039715,
0.6182821393013,
-0.43222180008888245,
0.27586349844932556,
0.14350126683712006,
0.12042497098445892,
0.4905872941017151,
0.025439197197556496,
-0.2920587360858917,
-0.058630749583244324,
-0.49808889627456665,
0.6689305305480957,
0.6561535000801086,
-0.867431104183197,
0.3226199448108673,
0.21209636330604553,
0.27655500173568726,
0.22019346058368683,
-0.0038790868129581213,
-0.20849496126174927,
0.3632500171661377,
0.12684358656406403,
0.13566310703754425,
0.5251772403717041,
-0.22371181845664978,
-0.05115729570388794,
0.34581202268600464,
0.09454774111509323,
0.3893933892250061,
0.2901340126991272,
0.06192152574658394,
0.968491792678833,
0.2135322242975235,
0.0843513235449791,
0.012225328013300896,
0.6822969913482666,
-0.21338799595832825,
-0.24790039658546448,
-0.13660171627998352,
0.23087559640407562,
0.3562951982021332,
0.28096020221710205,
-0.26980286836624146,
0.46151313185691833,
0.13235390186309814,
0.3135001063346863,
0.3081952631473541,
0.04344697669148445,
-0.7062937617301941,
0.3977988362312317,
0.3123220205307007,
0.2817845344543457,
-0.6076028347015381,
0.38767480850219727,
-0.22211086750030518,
0.4409582316875458,
0.5550334453582764,
0.3608255982398987,
-0.24867644906044006,
0.6302144527435303,
0.1067185029387474,
-0.15924079716205597,
0.051637209951877594,
-0.3572918474674225,
-0.3785686790943146,
-0.16735154390335083,
-0.20635569095611572,
0.0505257286131382,
-0.08960878849029541,
0.12876702845096588,
0.12544119358062744,
0.5012114644050598,
-0.15755291283130646,
0.2147195190191269,
-0.9085220694541931,
-0.22723159193992615,
0.33826789259910583,
-0.13619884848594666,
0.13854920864105225,
-0.04196781665086746,
-0.14272965490818024,
0.5597110986709595,
-0.5959553122520447,
0.6980450749397278,
-0.4119621217250824,
-0.6703234314918518,
0.048034463077783585,
0.17501990497112274,
0.07253974676132202,
0.0699952244758606,
-0.3792117238044739,
0.27627307176589966,
0.43976518511772156,
-0.48035678267478943,
-0.14474879205226898,
0.21875417232513428,
-0.42523032426834106,
0.21590474247932434,
0.4523225426673889,
0.013143468648195267,
0.16313262283802032,
-0.4474881887435913,
0.1751658171415329,
0.3274582028388977,
-0.3659874498844147,
0.11311937868595123,
0.04859021678566933,
0.5904570817947388,
0.2507491111755371,
0.7755719423294067,
0.2642258405685425,
0.48560670018196106,
0.08502091467380524,
0.39701929688453674,
-0.10557328909635544,
0.4892881214618683,
-0.6064176559448242,
-0.01573030650615692,
-0.7991452217102051,
-0.4594939947128296,
0.7763075828552246,
0.6073855757713318,
0.2550147473812103,
-0.4051576256752014,
-0.27694496512413025,
0.1344185322523117,
0.40479031205177307,
-0.47127828001976013,
0.17066897451877594,
-0.36246153712272644,
-0.5947370529174805,
-0.7083720564842224,
0.5598569512367249,
-0.031553804874420166,
0.3955254554748535,
-0.3440980613231659,
0.6093304753303528,
0.48936769366264343,
-0.256492018699646,
0.4531715214252472,
0.4769858419895172,
-0.3189568519592285,
-0.5995134115219116,
0.45937106013298035,
-0.1421978920698166,
0.1269056499004364,
-0.7301999926567078,
0.5538966059684753,
0.17643973231315613,
-0.3827704191207886,
-0.03908611834049225,
-0.20896659791469574,
-0.3020283877849579,
-0.03482971712946892,
-0.3413101136684418,
0.007408603560179472,
-0.1874815970659256,
-0.13777843117713928,
-1.0657109022140503,
0.3421086072921753,
-0.14575962722301483,
-0.8417447209358215,
0.07107663154602051,
-0.4222768247127533,
-0.3438652753829956,
0.04616282135248184,
0.1405622661113739,
-0.21903319656848907,
-0.4821580946445465,
-0.18525207042694092
] |
Many modern neural simulators focus on the simulation of networks of spiking neurons on parallel hardware. Another important framework in computational neuroscience, rate-coded neural networks, is mostly difficult or impossible to implement using these simulators. We present here the ANNarchy (Artificial Neural Networks architect) neural simulator, which allows to easily define and simulate rate-coded and spiking networks, as well as combinations of both. The interface in Python has been designed to be close to the PyNN interface, while the definition of neuron and synapse models can be specified using an equation-oriented mathematical description similar to the Brian neural simulator. This information is used to generate C++ code that will efficiently perform the simulation on the chosen parallel hardware (multi-core system or graphical processing unit). Several numerical methods are available to transform ordinary differential equations into an efficient C++code. We compare the parallel performance of the simulator to existing solutions. | [
-0.003871974302455783,
0.008090050891041756,
-0.010200168006122112,
0.0077926963567733765,
-0.043528296053409576,
-0.03288284316658974,
0.009316014125943184,
-0.008580930531024933,
-0.009922618046402931,
0.017667504027485847,
-0.017287351191043854,
0.011018426157534122,
-0.0006218955386430025,
0.012656299397349358,
0.006634359247982502,
0.028264479711651802,
-0.0027871825732290745,
0.0075821783393621445,
0.003990505822002888,
-0.01995481550693512,
-0.010929577052593231,
0.003053036518394947,
0.008709344081580639,
0.002453878289088607,
0.011874202638864517,
0.03966166079044342,
-0.010183930397033691,
-0.007567333988845348,
0.025956418365240097,
-0.01358742080628872,
-0.013670414686203003,
0.010993177071213722,
0.013194801285862923,
0.006646874826401472,
-0.0072715445421636105,
-0.009397905319929123,
-0.009587285108864307,
0.0265386700630188,
0.025182493031024933,
-0.004207555204629898,
0.0015795950312167406,
-0.006764013785868883,
0.0041075339540839195,
-0.013148028403520584,
-0.00780122447758913,
0.01995181106030941,
-0.0016111598815768957,
0.009943066164851189,
-0.025113265961408615,
0.007285797502845526,
-0.005688879173249006,
-0.007292562164366245,
-0.006947667337954044,
-0.010022919625043869,
-0.0055397385731339455,
0.005970867816358805,
0.015547330491244793,
-0.00870349258184433,
-0.008247848600149155,
-0.017156703397631645,
-0.003161225700750947,
0.04427396133542061,
-0.005983302369713783,
-0.032689064741134644,
0.01378012727946043,
-0.06760901212692261,
0.022314025089144707,
0.0009894401300698519,
0.0080570038408041,
0.010813998058438301,
0.009087237529456615,
0.009530322626233101,
-0.03703577071428299,
-0.0018692472949624062,
0.006675939075648785,
-0.011830871924757957,
-0.015583799220621586,
0.0010826662182807922,
-0.012599159963428974,
0.010604554787278175,
0.005937679670751095,
0.000769370817579329,
0.035388924181461334,
0.007788856513798237,
-0.012987911701202393,
-0.010793976485729218,
-0.02300455793738365,
0.0028145136311650276,
0.02265395037829876,
0.018270518630743027,
-0.0016989833675324917,
0.006450108252465725,
-0.03701186180114746,
0.025275133550167084,
0.010545410215854645,
0.010712431743741035,
0.026171598583459854,
0.006150634028017521,
0.009315899573266506,
0.010778982192277908,
-0.008550054393708706,
0.0333787277340889,
0.017856011167168617,
0.013927031308412552,
-0.0005630059167742729,
0.014084259048104286,
0.003009016392752528,
0.007228449918329716,
-0.005079706199467182,
0.009623680263757706,
0.026279395446181297,
-0.006066167261451483,
-0.014589684084057808,
0.020310036838054657,
0.023205818608403206,
-0.03492237627506256,
-0.009223274886608124,
0.016881197690963745,
0.00711113540455699,
0.007274860516190529,
-0.0032057692296802998,
-0.021729551255702972,
-0.0024132211692631245,
0.009492689743638039,
0.008970296941697598,
0.01064259372651577,
0.010831542313098907,
-0.0033519414719194174,
0.008749154396355152,
0.004315544385462999,
-0.011975480243563652,
-0.005883397534489632,
-0.011806709691882133,
0.013535804115235806,
-0.02270757034420967,
-0.004811533261090517,
-0.002017430728301406,
0.0038663530722260475,
-0.001764900516718626,
-0.01573122665286064,
0.027305200695991516,
0.007394495420157909,
0.002054232871159911,
0.010682748630642891,
0.0429399274289608,
-0.009961201809346676,
-0.010150762274861336,
0.005665943957865238,
-0.012993143871426582,
0.01114112138748169,
-0.02689967304468155,
0.006208805367350578,
0.006102871149778366,
-0.01104962732642889,
-0.002017918275669217,
0.015560552477836609,
-0.015816636383533478,
0.006946152076125145,
-0.026697775349020958,
-0.010165153071284294,
0.009905203245580196,
0.001228628563694656,
-0.0064576370641589165,
0.007624228484928608,
0.0016689260955899954,
-0.00035873346496373415,
0.009504175744950771,
-0.0012149142567068338,
-0.02965608239173889,
0.0021932837553322315,
-0.004774703644216061,
0.01944808103144169,
-0.01659373566508293,
0.008244503289461136,
-0.005971973296254873,
-0.003429260104894638,
0.012204226106405258,
0.007620613090693951,
-0.013079021126031876,
0.06719373166561127,
0.01815539039671421,
0.007333023939281702,
-0.009320752695202827,
0.007102694362401962,
-0.003096095286309719,
-0.004526678007096052,
0.002055490855127573,
-0.005473612807691097,
0.0221587922424078,
0.007951684296131134,
-0.018237188458442688,
-0.006889853160828352,
-0.013325737789273262,
-0.007643202319741249,
-0.007879344746470451,
0.003609173931181431,
0.0304105244576931,
-0.0065269023180007935,
-0.029219724237918854,
0.011030631139874458,
-0.008011342957615852,
0.004201900213956833,
0.024417545646429062,
-0.008922617882490158,
0.01223364844918251,
0.0109257148578763,
0.0001415582373738289,
-0.014531129039824009,
0.014304138720035553,
-0.012354496866464615,
0.0172761008143425,
-0.0331256240606308,
-0.020076220855116844,
-0.010591810569167137,
0.012880855239927769,
0.01176588423550129,
-0.008899069391191006,
0.0005234724376350641,
0.008963568136096,
-0.010946335271000862,
-0.007659828290343285,
-0.008772473782300949,
-0.00042282138019800186,
0.00589836947619915,
0.009522531181573868,
0.010624213144183159,
0.004200185649096966,
0.008212109096348286,
-0.007446075789630413,
-0.020399414002895355,
-0.005978025961667299,
-0.008385935798287392,
-0.010339893400669098,
0.005331521853804588,
0.014544429257512093,
-0.0229213647544384,
0.008976251818239689,
0.0029902211390435696,
0.005645564757287502,
-0.0020228764042258263,
0.004398985765874386,
0.013938767835497856,
0.01651439443230629,
-0.01283632405102253,
0.010378741659224033,
-0.00402518967166543,
0.017550736665725708,
-0.02266688272356987,
0.010700230486690998,
-0.004300978500396013,
0.0034380564466118813,
0.02279536984860897,
-0.006371393334120512,
0.004001954570412636,
-0.013755829073488712,
-0.0016271742060780525,
0.010990004986524582,
-0.017553262412548065,
0.02295495569705963,
-0.021214129403233528,
-0.008551105856895447,
0.0055731660686433315,
0.04013194143772125,
-0.0027895846869796515,
-0.02153482660651207,
0.022646546363830566,
0.013532085344195366,
0.007051005028188229,
-0.022950727492570877,
0.01957208849489689,
0.005273230839520693,
-0.00811981875449419,
0.0025409478694200516,
-0.08182396739721298,
-0.0043865470215678215,
-0.018189221620559692,
0.0037197584751993418,
0.009408966638147831,
-0.013785859569907188,
-0.018201397731900215,
0.02912255749106407,
-0.025004174560308456,
0.011199519969522953,
-0.0025633620098233223,
0.01239953376352787,
-0.01486658863723278,
0.046352967619895935,
-0.0012782714329659939,
-0.0047685010358691216,
0.010934713296592236,
0.04692140966653824,
-0.014331330545246601,
-0.006760881282389164,
0.022021979093551636,
-0.006579950451850891,
0.004645607899874449,
-0.011469295248389244,
-0.026408370584249496,
0.0022910311818122864,
0.000285432324744761,
-0.009900831617414951,
-0.01319904625415802,
0.008904678747057915,
0.0057782987132668495,
-0.01195973064750433,
-0.012098896317183971,
-0.013370353728532791,
0.013537217862904072,
-0.013797653838992119,
-0.005268867593258619,
-0.0001231478527188301,
0.0034145957324653864,
0.0033495633397251368,
0.01749178022146225,
0.010622111149132252,
-0.003509009024128318,
0.006031428463757038,
0.017320595681667328,
-0.0012846547178924084,
0.0070729684084653854,
-0.0005104411393404007,
0.012552296742796898,
0.00036315410397946835,
0.006470536347478628,
-0.0030976159032434225,
0.014103824272751808,
0.009813036769628525,
-0.007727451156824827,
0.039025768637657166,
0.009633556008338928,
0.011951979249715805,
-0.01778090000152588,
0.004855692386627197,
-0.000020171981304883957,
-0.004211852326989174,
0.001828824169933796,
0.000903518870472908,
0.00505745317786932,
-0.02095773071050644,
0.00903384480625391,
0.013759732246398926,
-0.01365382969379425,
0.0035103631671518087,
-0.03055606223642826,
-0.00007854774594306946,
-0.016593599691987038,
0.0034976815804839134,
-0.010834990069270134,
-0.015085618942975998,
-0.00775754451751709,
-0.0159798301756382,
-0.03362474963068962,
-0.01005051750689745,
0.00894874706864357,
0.017635663971304893,
-0.0037656710483133793,
0.0144516471773386,
-0.0058675287291407585,
-0.010788336396217346,
0.008498059585690498,
0.010455776005983353,
0.002157670445740223,
-0.01509169116616249,
0.027652431279420853,
0.01872393488883972,
-0.009924015030264854,
0.0029547330923378468,
-0.014611629769206047,
-0.031111225485801697,
-0.002258558291941881,
0.0022394845727831125,
-0.007659407332539558,
0.009755896404385567,
-0.016897117719054222,
-0.011318134143948555,
0.007941669784486294,
-0.01430465281009674,
-0.014944015070796013,
0.012349767610430717,
0.006524745374917984,
0.001333695836365223,
-0.011795541271567345,
-0.00013811036478728056,
-0.00426234258338809,
0.013409789651632309,
-0.010803243145346642,
0.008887405507266521,
0.006503610871732235,
-0.031124331057071686,
-0.0032438617199659348,
0.004198113922029734,
0.07352431118488312,
0.005740152671933174,
0.015343516133725643,
-0.0052897753193974495,
-0.0013355817645788193,
-0.0025172901805490255,
0.011852968484163284,
0.008171742781996727,
0.013697002083063126,
-0.004679121542721987,
0.010421698912978172,
0.005960602778941393,
-0.002956876065582037,
0.035606253892183304,
-0.013962626457214355,
-0.008809396997094154,
0.03235679119825363,
0.007370886392891407,
-0.006582214962691069,
-0.005666425917297602,
-0.02339247427880764,
-0.008944705128669739,
-0.016032937914133072,
-0.002478668000549078,
-0.010430616326630116,
-0.02417581155896187,
0.006356881931424141,
-0.0122733935713768,
0.012264182791113853,
0.0021811923943459988,
-0.005282509606331587,
0.0033654114231467247,
-0.0052967555820941925,
-0.01983920857310295,
0.026374202221632004,
0.005705600138753653,
0.0070547303184866905,
0.005817342549562454,
0.0031523331999778748,
-0.005920508876442909,
0.014013328589498997,
-0.012183202430605888,
0.01748066022992134,
0.022316131740808487,
-0.011802755296230316,
0.01611177623271942,
-0.009061003103852272,
-0.003274297807365656,
-0.007058604620397091,
0.01882881671190262,
-0.005663028918206692,
0.008464203216135502,
0.006319188512861729,
0.02811335027217865,
0.007386064622551203,
0.003665380645543337,
0.019874343648552895,
-0.006592973135411739,
-0.010324627161026001,
-0.011089215986430645,
-0.0022952209692448378,
-0.0016868324019014835,
0.018060222268104553,
-0.0027163573540747166,
0.000998442992568016,
-0.03216231241822243,
-0.0008205629419535398,
0.0028650881722569466,
-0.016550030559301376,
-0.0028646551072597504,
-0.009807432070374489,
-0.0005267341621220112,
0.002868561539798975,
-0.009189646691083908,
-0.01023152843117714,
-0.005469358991831541,
-0.03195228427648544,
-0.019658386707305908,
0.007671789266169071,
0.013099396601319313,
0.00028291158378124237,
0.009641067124903202,
0.03708016127347946,
0.0021102665923535824,
0.021209418773651123,
-0.017219986766576767,
-0.022954925894737244,
-0.07499101012945175,
-0.021474292501807213,
0.021245475858449936,
-0.002676418051123619,
-0.01983451098203659,
0.039516631513834,
-0.00483107753098011,
-0.0004928296548314393,
0.018242670223116875,
0.0005668648518621922,
-0.00019262032583355904,
-0.0025126133114099503,
-0.013175184838473797,
0.0025729970075190067,
0.008806643076241016,
0.026007022708654404,
-0.03945072740316391,
0.006372315809130669,
0.016337281093001366,
0.0017210037913173437,
0.010309366509318352,
0.028106793761253357,
0.03270242363214493,
-0.005412707105278969,
-0.00315642636269331,
-0.08208540827035904,
-0.004789934493601322,
0.006800980307161808,
-0.018991127610206604,
0.0061989640817046165,
-0.002358438912779093,
0.01556430198252201,
-0.0048269424587488174,
-0.0028498019091784954,
-0.015191890299320221,
-0.005448858719319105,
0.011193275451660156,
-0.005159341264516115,
0.008104270324110985,
0.020395996049046516,
-0.0011363821104168892,
0.0169425867497921,
-0.00944497436285019,
0.000976705807261169,
0.005631245207041502,
-0.0039180186577141285,
0.01985444873571396,
-0.010378390550613403,
-0.00282101659104228,
-0.014402290806174278,
-0.007261273451149464,
-0.016723889857530594,
0.013332871720194817,
-0.005283685401082039,
-0.009627487510442734,
0.013196581043303013,
0.0029305163770914078,
0.011044833809137344,
-0.0090016545727849,
-0.00699834106490016,
-0.005218021105974913,
0.0052000428549945354,
0.0008485038415528834,
-0.02567315474152565,
-0.009996787644922733,
-0.006707615219056606,
0.033296212553977966,
0.0007983311079442501,
-0.018926236778497696,
-0.01751479133963585,
-0.02347114495933056,
0.007010317407548428,
0.0004169892054051161,
0.020859064534306526,
0.001064359676092863,
0.001375954714603722,
-0.006650237366557121,
0.03144347667694092,
0.010050811804831028,
-0.0063501447439193726,
0.029917791485786438,
-0.0010644145077094436,
0.012862792238593102,
0.03675747662782669,
0.012298368848860264,
-0.015880776569247246,
0.0034843930043280125,
-0.0037202686071395874,
0.07223883271217346,
-0.0101474579423666,
0.007130740210413933,
-0.003471916541457176,
0.02701343409717083,
-0.00005540426354855299,
0.004706812556833029,
-0.009509891271591187,
0.007544601336121559,
-0.005193384829908609,
0.00234886072576046,
-0.0007281807484105229,
0.000006780494004487991,
0.008973965421319008,
0.01195796299725771,
-0.02089289203286171,
-0.011859921738505363,
-0.0059020365588366985,
0.020153086632490158,
0.0003000241704285145,
-0.007798448204994202,
0.029377158731222153,
-0.013398239389061928,
0.0005989563651382923,
-0.007976542226970196,
-0.0125808734446764,
-0.002161554992198944,
0.0008471803739666939,
-0.008090058341622353,
-0.010374658741056919,
-0.014831533655524254,
0.0057547856122255325,
0.0008266111253760755,
-0.0037712068296968937,
0.025163182988762856,
-0.010857224464416504,
0.022073594853281975,
0.0016554667381569743,
-0.0031556016765534878,
-0.020698994398117065,
-0.003209042362868786,
0.01527805533260107,
0.003350062994286418,
-0.013101998716592789,
-0.0014737362507730722,
0.029506735503673553,
0.021335888653993607,
0.015271132811903954,
0.021435948088765144,
0.013365637511014938,
0.0117770005017519,
-0.00890258513391018,
0.0016516409814357758,
-0.01743163913488388,
0.013463790528476238,
-0.03282906487584114,
-0.005308163817971945,
0.009583558887243271,
-0.023569222539663315,
-0.02288445271551609,
-0.009873069822788239,
-0.003395996056497097,
-0.007941285148262978,
0.007042912766337395,
0.0027562500908970833,
-0.014778483659029007,
-0.014754270203411579,
-0.01848035305738449,
-0.0018971092067658901,
0.013669992797076702,
0.004848679527640343,
-0.007997114211320877,
0.001788384048268199,
0.023565035313367844,
0.02001955546438694,
0.021627798676490784,
-0.006902403198182583,
0.006631587632000446,
0.002124997554346919,
-0.013693722896277905,
-0.006672936491668224,
0.010274292901158333,
0.009166287258267403,
-0.017506703734397888,
-0.010419243946671486,
-0.0013711254578083754,
-0.03568475320935249,
-0.007305585779249668,
-0.0013890231493860483,
0.008578617125749588,
-0.003455763217061758,
-0.0037468248046934605,
0.004812030121684074,
0.002435710746794939,
0.010395262390375137,
0.03385418280959129,
0.018324129283428192,
0.007632843218743801,
-0.01047071535140276,
0.0023052282631397247,
0.014448214322328568,
0.00632000295445323,
-0.00009519397281110287,
0.004243550356477499,
0.012953927740454674,
0.0004760293522849679,
0.009447893127799034,
0.006597194354981184,
-0.012981821782886982,
-0.012350130826234818,
0.02996501512825489,
0.01609063148498535,
0.011044155806303024,
0.03168913722038269,
-0.006666774861514568,
0.0022941846400499344,
-0.0024589633103460073,
0.01251383125782013,
0.016883783042430878,
-0.007378091104328632,
-0.0026789226103574038,
0.022246066480875015,
0.013639657758176327,
0.005245654843747616,
-0.0024357913061976433,
-0.02960285171866417,
-0.010335564613342285,
-0.003147467039525509,
-0.008712610229849815,
-0.02368124946951866,
0.023492254316806793,
-0.00357516179792583,
-0.010923318564891815,
-0.0028999263886362314,
-0.014270145446062088,
0.014078707434237003,
0.017374655231833458,
-0.016011491417884827,
0.018016088753938675,
0.0028762435540556908,
0.008897407911717892,
-0.02417800948023796,
0.006640826351940632,
-0.02410539984703064,
0.005820113234221935,
-0.021441202610731125,
0.009238957427442074,
0.007258581928908825,
0.003559870645403862,
0.019274145364761353,
-0.02069045789539814,
0.013136867433786392,
-0.005059660412371159,
-0.006226703524589539,
-0.009533868171274662,
0.01605353318154812,
-0.0009680548682808876,
-0.000048386864364147186,
-0.02313663437962532,
0.006395833566784859,
0.008195268921554089,
-0.021538782864809036,
-0.001991684315726161,
0.014875005930662155,
0.002443196950480342,
0.0085196727886796,
-0.01307220570743084,
0.02192249521613121,
-0.02608196623623371,
-0.004634043201804161,
0.0066072349436581135,
-0.02415921725332737,
-0.007906807586550713,
0.009827394038438797,
0.006174915004521608,
-0.02564287930727005,
-0.001030672574415803,
0.015137849375605583,
0.007115202955901623,
0.009136725217103958,
0.014694027602672577,
-0.008780136704444885,
0.009050988592207432,
-0.0056025804951786995,
-0.025014728307724,
-0.004381990060210228,
-0.008385112509131432,
0.007494255900382996,
-0.0006218044436536729,
-0.0035661126021295786,
-0.01409759372472763,
-0.01049207616597414,
-0.012282727286219597,
-0.0024130349047482014,
-0.0028284545987844467,
-0.008775788359344006,
-0.005987696349620819,
-0.023125968873500824,
0.008686566725373268,
0.010233985260128975,
0.0007377080619335175,
-0.020953411236405373
] | [
0.05505488067865372,
-0.2410268783569336,
-0.020374109968543053,
0.45571139454841614,
0.005157193168997765,
0.21306627988815308,
-0.026393059641122818,
-0.18817366659641266,
-0.30949637293815613,
-0.599736750125885,
-0.06514766812324524,
0.4970138370990753,
-0.198384091258049,
0.2502933740615845,
0.07139551639556885,
0.16159571707248688,
0.3598942160606384,
-0.07737266272306442,
-0.26306504011154175,
-0.42790815234184265,
-0.4136168658733368,
-0.2601914405822754,
0.32540765404701233,
0.13710862398147583,
-0.31363099813461304,
0.03748352825641632,
0.45601794123649597,
0.3043566346168518,
0.011371329426765442,
-0.15860587358474731,
-0.12193124741315842,
0.5265512466430664,
-0.3437369167804718,
-0.4162837862968445,
-0.0025506678503006697,
-0.022512132301926613,
-0.29583993554115295,
0.2522667646408081,
-0.006546769756823778,
-0.6177783012390137,
0.3334696292877197,
-0.04236335679888725,
-0.2581224739551544,
0.45764511823654175,
-0.5510530471801758,
-0.29733800888061523,
-1.1297425031661987,
0.06078437715768814,
-0.044051915407180786,
0.04100976139307022,
-0.4361882209777832,
0.4482033848762512,
0.5302303433418274,
0.25972265005111694,
-0.1382458508014679,
0.17234142124652863,
-0.18370985984802246,
-0.404060035943985,
0.339154452085495,
-0.07910089939832687,
-0.015197630040347576,
0.2591073215007782,
-0.29346904158592224,
0.16284936666488647,
0.055700208991765976,
0.4598296880722046,
0.21231529116630554,
-0.23039144277572632,
-0.6703867316246033,
-0.009719405323266983,
0.016624949872493744,
-0.3402669429779053,
-0.28887373208999634,
0.3223632872104645,
-0.35986241698265076,
-0.2992689311504364,
0.2682308554649353,
-0.14181052148342133,
0.2867072522640228,
0.21650885045528412,
0.1898142546415329,
0.2085978090763092,
0.6755828261375427,
-0.13246412575244904,
0.853744626045227,
0.3129671514034271,
-0.3965526521205902,
0.6401513814926147,
-0.7570091485977173,
-0.0032153050415217876,
-0.08804872632026672,
-0.19901315867900848,
0.27585598826408386,
0.314108282327652,
0.30488210916519165,
0.8616291284561157,
0.1057770848274231,
0.06978417932987213,
0.6841949820518494,
0.28952813148498535,
-0.05539742484688759,
-0.06584613025188446,
-0.01883583515882492,
-0.22548848390579224,
-0.2120906263589859,
-0.44780319929122925,
-0.5486859679222107,
-0.6989304423332214,
-0.4201996326446533,
0.36711838841438293,
-0.7846603989601135,
0.3563939034938812,
0.37808921933174133,
-0.3686829209327698,
-0.3184361755847931,
-0.03859961777925491,
0.179630309343338,
-0.044868215918540955,
-0.2442864328622818,
0.3316294252872467,
-0.01111923810094595,
1.047732949256897,
0.21561077237129211,
0.44944149255752563,
-0.004248673561960459,
0.5684273838996887,
0.39484500885009766,
0.5766454339027405,
-0.14707233011722565,
-0.07165376842021942,
0.022416822612285614,
1.0889828205108643,
0.06436648219823837,
-0.12656258046627045,
0.0072648786008358,
-0.4615030586719513,
0.22705048322677612,
0.08989883214235306,
0.06795681267976761,
0.5895647406578064,
-0.6049729585647583,
-0.5452423095703125,
0.01748262159526348,
0.04787823557853699,
0.17866617441177368,
-0.31579139828681946,
0.16803868114948273,
-0.38390883803367615,
-0.031226612627506256,
-0.025029804557561874,
-0.5302797555923462,
0.37242045998573303,
-0.9247555136680603,
-0.054295457899570465,
-0.37897002696990967,
0.9327061772346497,
-0.08894844353199005,
-0.0784129872918129,
0.11994710564613342,
-0.11193504929542542,
-0.12030421942472458,
0.08785180002450943,
-0.6324763298034668,
-0.18143261969089508,
0.08910567313432693,
-0.5879815816879272,
0.06047577038407326,
0.13216248154640198,
0.2365257292985916,
0.2795383334159851,
-0.010217464528977871,
-0.24559445679187775,
-0.05422916263341904,
-0.2070644199848175,
-0.2565321624279022,
-0.04659860581159592,
0.5486530661582947,
0.27072322368621826,
0.2284710854291916,
-0.01161945704370737,
-0.7650964260101318,
-0.10697062313556671,
0.22665397822856903,
-0.48161667585372925,
0.17865030467510223,
0.39582595229148865,
0.42209744453430176,
-0.35403379797935486,
-0.07356510311365128,
0.035709187388420105,
-0.28442031145095825,
0.054504282772541046,
0.1591123789548874,
-0.7670591473579407,
1.5364866256713867,
0.10516185313463211,
-0.5606711506843567,
0.9420979619026184,
-0.3672550320625305,
0.28517717123031616,
0.4696815013885498,
-0.11531858891248703,
0.0560448057949543,
-0.24697023630142212,
-0.4808712899684906,
-0.10423322021961212,
-0.14552856981754303,
-0.450138658285141,
-0.5799107551574707,
0.1869419366121292,
0.5035775303840637,
-0.5257706642150879,
0.2553856372833252,
-0.5927361249923706,
0.14350569248199463,
0.23151545226573944,
-0.1680070012807846,
0.2548311650753021,
-0.01494705118238926,
-0.10562027245759964,
1.2802993059158325,
-0.6746152639389038,
0.4344955384731293,
0.5961852073669434,
0.08038553595542908,
0.3229528069496155,
0.7755188345909119,
0.16090039908885956,
0.91898113489151,
-0.6915687322616577,
-0.13332726061344147,
0.01164751686155796,
0.17256928980350494,
-0.37191760540008545,
-0.1035836860537529,
-0.09002991020679474,
0.40282922983169556,
-0.5887182950973511,
0.16913682222366333,
0.19104723632335663,
-0.23592063784599304,
0.5477405786514282,
-0.5657393336296082,
0.31569159030914307,
0.08598396182060242,
-0.5602642893791199,
-0.25509482622146606,
0.19766481220722198,
-0.3962382674217224,
-0.36555612087249756,
0.214735746383667,
0.44210419058799744,
0.2689806818962097,
-0.617199182510376,
-0.20053359866142273,
0.13315927982330322,
-0.18552424013614655,
-0.41941216588020325,
-0.30150073766708374,
0.5877715349197388,
-0.4198302924633026,
-0.053476765751838684,
-0.24814404547214508,
0.1725836545228958,
-0.16369213163852692,
-0.6139189004898071,
-0.3670055568218231,
-0.49130284786224365,
0.5185121297836304,
0.5082799792289734,
0.5523746013641357,
-0.2195124328136444,
-0.2636021673679352,
0.12387106567621231,
0.20078527927398682,
-0.7215889096260071,
-0.34720268845558167,
0.13059549033641815,
-0.6617665886878967,
-0.3896389305591583,
0.33012622594833374,
0.6543195247650146,
0.6255671977996826,
0.056312352418899536,
-0.537684440612793,
0.006436709780246019,
0.134054034948349,
-0.48138320446014404,
-0.40280595421791077,
-0.2604236900806427,
0.09445890039205551,
0.4524920880794525,
-0.14876289665699005,
-0.22289444506168365,
0.4196092188358307,
0.7307530045509338,
0.22575747966766357,
0.16250096261501312,
0.25275376439094543,
-0.09146561473608017,
-0.4223039746284485,
0.37878283858299255,
-0.08932213485240936,
-0.06415741890668869,
0.2807866334915161,
-0.15323549509048462,
-0.38179492950439453,
0.27127939462661743,
-5.932767391204834,
-0.37787505984306335,
-0.6414722800254822,
0.10760869830846786,
-0.3546292185783386,
-0.12768127024173737,
0.2875564694404602,
-0.06932548433542252,
0.08816412091255188,
-0.14980459213256836,
-0.16046777367591858,
0.5344870686531067,
-0.30478429794311523,
0.4903150498867035,
0.16456255316734314,
0.2212812453508377,
0.2618539333343506,
-0.045741066336631775,
0.40298792719841003,
-0.07253940403461456,
0.0856531411409378,
0.08462823182344437,
-0.17760229110717773,
0.5608466267585754,
0.08076345175504684,
0.1537632942199707,
-0.8119972944259644,
0.08463498950004578,
-0.11468954384326935,
-0.2559754550457001,
-0.2237856239080429,
-0.7328804731369019,
-0.5578848719596863,
-0.3147326707839966,
0.33761468529701233,
0.2811599373817444,
0.450534462928772,
0.15368859469890594,
0.38256773352622986,
-0.794394850730896,
0.1896355003118515,
0.38476690649986267,
0.15357019007205963,
0.045575808733701706,
0.20280654728412628,
-0.5455853939056396,
-0.20794998109340668,
0.3888425827026367,
-0.09611288458108902,
0.7825747728347778,
-0.7287192940711975,
-0.04438856244087219,
0.5363054871559143,
0.15487739443778992,
-0.07400615513324738,
-0.6339265704154968,
0.4886494576931,
0.25008225440979004,
-0.1952127069234848,
0.36075636744499207,
-0.07459956407546997,
-0.6672611236572266,
-0.030971940606832504,
-1.2485718727111816,
-0.12293662875890732,
0.18451116979122162,
-0.48448264598846436,
-0.7486851215362549,
0.1410815715789795,
0.32554712891578674,
-0.49400418996810913,
0.24428962171077728,
0.2489173263311386,
-0.4858439266681671,
0.7543116807937622,
-0.34308719635009766,
-0.07146889716386795,
0.03133394941687584,
-0.008104156702756882,
0.29129213094711304,
-0.32825541496276855,
-0.49888965487480164,
-0.3457179665565491,
-0.11056742072105408,
-0.07878916710615158,
-0.3839065730571747,
-0.11758604645729065,
-0.31326526403427124,
-0.22155410051345825,
0.3351268768310547,
1.017848253250122,
-0.1680029034614563,
0.5877066254615784,
0.4622226357460022,
0.805293083190918,
0.5697855949401855,
0.45992615818977356,
0.4085494577884674,
0.12134528160095215,
-0.4022431969642639,
0.3619708716869354,
-0.1244620606303215,
-0.14163605868816376,
-0.5121104121208191,
0.08000119775533676,
0.3058534264564514,
-0.20432943105697632,
-0.0003142211935482919,
0.8063799738883972,
-0.18765059113502502,
-0.2321036010980606,
-0.5122995376586914,
-0.18429629504680634,
-0.18607686460018158,
0.055199578404426575,
0.10562903434038162,
-0.2789957821369171,
0.22543814778327942,
0.27030426263809204,
-0.2295113056898117,
-0.05953958258032799,
0.02525215409696102,
0.0519397035241127,
0.1576719582080841,
0.24953916668891907,
-0.156276136636734,
0.4944990575313568,
0.38819101452827454,
-0.05701616778969765,
-0.21516107022762299,
0.05324193462729454,
0.4772314429283142,
-0.2340877652168274,
0.1422645002603531,
0.2378324717283249,
-0.31787142157554626,
0.0017282001208513975,
-0.010790296830236912,
0.47438767552375793,
-0.37980493903160095,
0.34665361046791077,
0.11832510679960251,
-0.18269705772399902,
0.07096225768327713,
0.010070180520415306,
0.3266109824180603,
-0.30853259563446045,
-0.029591571539640427,
-0.1864374428987503,
0.07897976785898209,
-0.15991534292697906,
-0.38951146602630615,
-0.09167923033237457,
-0.03682294860482216,
-0.2986645996570587,
0.030176592990756035,
0.07577022910118103,
0.22992143034934998,
0.04422345757484436,
-0.09115933626890182,
0.5205521583557129,
-0.013672403991222382,
-0.7965187430381775,
0.0290464349091053,
0.31297966837882996,
0.37386393547058105,
-0.45048946142196655,
-0.422983855009079,
-0.05134512856602669,
0.3851475417613983,
-0.0834253802895546,
-0.19084784388542175,
-0.06377917528152466,
-0.5421712398529053,
0.18160051107406616,
0.19657722115516663,
0.26329532265663147,
0.21697114408016205,
0.13021135330200195,
0.1340770423412323,
0.09663572162389755,
-0.6005806922912598,
0.027692167088389397,
0.5663966536521912,
0.8221830129623413,
-0.366341769695282,
-0.25195276737213135,
0.3953647017478943,
-0.23184902966022491,
0.13823042809963226,
0.16081851720809937,
0.6555925011634827,
0.5844228863716125,
0.048679616302251816,
-0.017865154892206192,
-0.3450738191604614,
0.15876051783561707,
0.13746151328086853,
-0.08878770470619202,
-0.8803843855857849,
0.1505613625049591,
0.3241572082042694,
-0.5909961462020874,
0.7076099514961243,
0.23325994610786438,
-0.2908811867237091,
0.020830892026424408,
-0.1708698272705078,
0.3238832950592041,
-0.39386677742004395,
-0.5544697642326355,
-0.4526132345199585,
0.03620046004652977,
-0.21301043033599854,
-0.4805622100830078,
-0.06960377097129822,
0.5840996503829956,
-0.18261711299419403,
-0.882872998714447,
0.5015263557434082,
-0.42123788595199585,
-0.27104413509368896,
-0.43766671419143677,
-0.03356744349002838,
-0.7343270778656006,
0.06170488893985748,
0.3564939498901367,
-0.5524811148643494,
-0.07767197489738464,
0.03285403177142143,
-0.1402943730354309,
0.14732150733470917,
0.06907964497804642,
-0.3010351359844208,
-0.16996462643146515,
-0.4068809151649475,
-0.1131448969244957,
0.4824593663215637,
-0.3078114092350006,
-0.15269923210144043,
-0.14815042912960052,
0.7523019909858704,
-0.4447515606880188,
-0.1451101452112198,
0.012742806226015091,
0.10229671746492386,
0.43233853578567505,
-0.45021262764930725,
-1.0250215530395508,
-0.39991626143455505,
0.5616510510444641,
-0.25882092118263245,
-0.05631290748715401,
-0.155783012509346,
0.8114091753959656,
-0.05980631709098816,
-0.28688356280326843,
-0.4212507903575897,
0.1022980734705925,
0.14318999648094177,
-0.10069670528173447,
-0.5817158818244934,
-0.4626927971839905,
-0.5059250593185425,
0.10813583433628082,
-0.13989467918872833,
-0.07896261662244797,
-0.8597480654716492,
0.3014802634716034,
-0.6480110287666321,
0.05556024983525276,
-0.05204291269183159,
0.6198999881744385,
0.5146032571792603,
0.3194923400878906,
-0.29775190353393555,
-0.04919666051864624,
0.2796369791030884,
0.24821297824382782,
0.06017054617404938,
-0.18479023873806,
-0.21718136966228485,
-0.00034377072006464005,
-0.4336094260215759,
0.45224931836128235,
-0.0378824919462204,
0.6105688810348511,
-0.11924822628498077,
0.124771349132061,
0.0013692518696188927,
-0.14107833802700043,
0.15919530391693115,
-0.22201792895793915,
0.21402692794799805,
-0.2949375510215759,
0.2056729942560196,
0.38517993688583374,
0.017754919826984406,
0.2690066695213318,
-0.11053037643432617,
-0.20349277555942535,
0.9827589392662048,
0.62095046043396,
-0.5383341908454895,
0.18409712612628937,
0.6252448558807373,
0.49493810534477234,
0.012089090421795845,
-0.053103018552064896,
0.024638567119836807,
0.25335702300071716,
-0.06315798312425613,
0.3575374186038971,
0.5417662858963013,
-0.10260223597288132,
0.09179306775331497,
0.35291245579719543,
-0.41485047340393066,
0.6609689593315125,
0.08717028796672821,
0.33862629532814026,
0.6083688735961914,
0.3577623963356018,
-0.4687594175338745,
-0.2728787064552307,
0.5720043182373047,
-0.4833749532699585,
-0.3247714638710022,
0.18869011104106903,
0.307934433221817,
0.5218783617019653,
0.5967716574668884,
-0.36638879776000977,
0.08054477721452713,
0.1937517672777176,
0.03948773443698883,
0.17915435135364532,
-0.16710121929645538,
-0.24612464010715485,
0.1410236656665802,
0.5990927815437317,
0.06430511176586151,
-0.3514350354671478,
0.24483394622802734,
-0.362966924905777,
0.7747605443000793,
0.4306710958480835,
0.4336840808391571,
-0.915575385093689,
0.31108859181404114,
0.18397171795368195,
0.008037685416638851,
-0.09165221452713013,
-0.13214366137981415,
-0.3726905286312103,
-0.5870221257209778,
0.2667849361896515,
-0.5013798475265503,
0.1828540414571762,
0.5687815546989441,
0.4230514466762543,
0.4408319294452667,
-0.06452145427465439,
-0.19889213144779205,
-0.7020881175994873,
0.4766930341720581,
0.5800222754478455,
-0.0851324126124382,
0.027769314125180244,
-0.30402642488479614,
-0.2958475947380066,
0.15334971249103546,
-0.7555844783782959,
0.5611393451690674,
-0.35588809847831726,
-0.7362102270126343,
-0.06956031918525696,
0.22832843661308289,
-0.35929736495018005,
-0.14105096459388733,
-0.14280642569065094,
0.2829910218715668,
-0.2675361931324005,
-0.4019331932067871,
0.3367271423339844,
-0.3617055118083954,
-0.06793949753046036,
0.1803217977285385,
0.3236556351184845,
-0.04053349047899246,
-0.12632693350315094,
-0.7516270875930786,
-0.10626386851072311,
0.06597661972045898,
0.08916572481393814,
0.02615499496459961,
-0.735869824886322,
0.9893419742584229,
0.21808621287345886,
0.3123508393764496,
0.19249577820301056,
0.4404137432575226,
-0.15616634488105774,
0.3818156123161316,
-0.6339352130889893,
-0.046038590371608734,
-0.636468768119812,
0.11393886059522629,
-0.4967418313026428,
-0.0958498939871788,
0.3766615688800812,
0.41600093245506287,
-0.05081650987267494,
0.023674527183175087,
0.07496605068445206,
0.5615592002868652,
0.3218410015106201,
-0.4898037016391754,
-0.31626808643341064,
-0.23943477869033813,
-0.48277831077575684,
-0.4924135208129883,
0.8574005961418152,
-0.20150864124298096,
0.24879957735538483,
-0.4020945727825165,
0.4584428369998932,
0.10454326122999191,
-0.2543475329875946,
0.10335220396518707,
0.1540837287902832,
-0.08333718776702881,
-0.7537561655044556,
0.5303847193717957,
-0.5920129418373108,
0.08307574689388275,
0.35598793625831604,
0.34275296330451965,
0.31605032086372375,
-0.3978624641895294,
-0.17316342890262604,
-0.05189647153019905,
-0.03929295390844345,
0.7500587105751038,
-0.2507081627845764,
-0.010761060751974583,
-0.4734349548816681,
-0.4426545202732086,
-0.3670918643474579,
0.4042937159538269,
0.26309436559677124,
0.05431536212563515,
-0.1643219143152237,
-0.40400731563568115,
-0.25060778856277466,
0.3960895836353302,
0.12352406233549118,
-0.6726366877555847,
-0.14871683716773987,
0.22445721924304962
] |
Variational autoencoders are a powerful framework for unsupervised learning. However, previous work has been restricted to shallow models with one or two layers of fully factorized stochastic latent variables, limiting the flexibility of the latent representation. We propose three advances in training algorithms of variational autoencoders, for the first time allowing to train deep models of up to five stochastic layers, (1) using a structure similar to the Ladder network as the inference model, (2) warm-up period to support stochastic units staying active in early training, and (3) use of batch normalization. Using these improvements we show state-of-the-art log-likelihood results for generative modeling on several benchmark datasets. | [
0.014550399035215378,
0.024651598185300827,
-0.0023617753759026527,
0.008952687494456768,
-0.004860804416239262,
-0.026035770773887634,
0.010744043625891209,
-0.018942687660455704,
-0.012353490106761456,
0.0032803090289235115,
-0.023198114708065987,
0.02352932095527649,
-0.0076204463839530945,
0.014387011528015137,
0.006101171486079693,
0.011617766693234444,
-0.0011704419739544392,
-0.003373256418853998,
0.0036935932002961636,
-0.0023982240818440914,
-0.01684284582734108,
0.015662245452404022,
0.010324537754058838,
0.014333159662783146,
0.0014099711552262306,
0.014970078133046627,
-0.014164633117616177,
0.012877455912530422,
0.00692737428471446,
-0.018160074949264526,
0.008895669132471085,
0.016701161861419678,
-0.0012744166888296604,
0.007947869598865509,
-0.007311394438147545,
-0.01422017440199852,
-0.0025526718236505985,
0.021927952766418457,
0.03776971995830536,
-0.004703821614384651,
0.012611068785190582,
-0.007968069985508919,
0.0012299746740609407,
-0.016314473003149033,
-0.010646170005202293,
0.001953190192580223,
-0.006139996461570263,
0.009523626416921616,
-0.028015967458486557,
0.009874319657683372,
-0.01644025929272175,
0.014983550645411015,
-0.0051656076684594154,
0.025344327092170715,
-0.006871096324175596,
-0.027887823060154915,
0.017621109262108803,
-0.02404613047838211,
-0.023149121552705765,
0.001254195929504931,
0.0006002774462103844,
0.042862504720687866,
-0.014808136969804764,
-0.00621410645544529,
-0.018292222172021866,
-0.06716269999742508,
-0.009055202826857567,
0.000877337995916605,
0.0026068147271871567,
0.006216004025191069,
0.01754949986934662,
0.009219354018568993,
-0.006599768530577421,
0.027848796918988228,
0.00005402741953730583,
0.024133874103426933,
-0.01433818694204092,
0.002418078016489744,
0.03906259685754776,
-0.015526371076703072,
0.0004990121815353632,
0.01795250177383423,
0.014228038489818573,
0.023458193987607956,
-0.005039166193455458,
-0.008609452284872532,
-0.0028381699230521917,
0.014123240485787392,
0.02269349806010723,
0.00940587930381298,
0.01652274653315544,
-0.007296070456504822,
-0.030783474445343018,
0.007569621317088604,
0.0000032405368983745575,
0.01881062239408493,
0.013795151375234127,
-0.0013408581726253033,
-0.018426481634378433,
0.024559590965509415,
-0.02998529002070427,
0.006376409437507391,
0.014484123326838017,
-0.028118038550019264,
-0.020529478788375854,
0.015275550074875355,
0.011192606762051582,
0.005868058651685715,
-0.02045944146811962,
0.008026538416743279,
0.016155583783984184,
-0.0018910802900791168,
-0.007259121630340815,
0.0021915771067142487,
0.002907748566940427,
-0.02576335333287716,
0.010983615182340145,
0.0003556152805685997,
0.006488524377346039,
0.002698893193155527,
0.018814124166965485,
0.0012983945198357105,
0.008840730413794518,
-0.024273622781038284,
0.010247902944684029,
0.014171372167766094,
0.0014532653149217367,
-0.027025481685996056,
0.02093185856938362,
0.004169987514615059,
-0.012984629720449448,
0.006644990295171738,
0.013041028752923012,
-0.015818407759070396,
0.004981566220521927,
0.003261837176978588,
0.009154383093118668,
-0.013297732919454575,
-0.01216807123273611,
-0.020302876830101013,
0.011023558676242828,
0.009762607514858246,
0.0013738226843997836,
0.01712624356150627,
0.033620260655879974,
-0.017710555344820023,
-0.0010832177940756083,
-0.0024308399297297,
0.00392476050183177,
-0.035773780196905136,
0.01098521426320076,
-0.022564060986042023,
-0.007730043493211269,
-0.015668103471398354,
-0.030839841812849045,
-0.0016390620730817318,
-0.011570274829864502,
-0.0036596180871129036,
-0.016166990622878075,
-0.008578704670071602,
0.005037923343479633,
-0.02674306184053421,
0.024189382791519165,
0.008839182555675507,
0.006748607847839594,
0.0253341905772686,
0.013727127574384212,
0.012116337195038795,
-0.0009706809651106596,
0.001004591234959662,
-0.006517414003610611,
-0.01662866212427616,
-0.018186409026384354,
0.010112238116562366,
-0.004877897445112467,
-0.0010112831369042397,
0.018814817070961,
0.007955215871334076,
-0.018618818372488022,
0.06735387444496155,
0.03442034497857094,
0.0009754368802532554,
0.003728521289303899,
0.014242967590689659,
0.00815464835613966,
-0.016452662646770477,
0.035676129162311554,
-0.008267047815024853,
0.007447499781847,
-0.026494823396205902,
0.0032004378736019135,
0.016310561448335648,
0.012391356751322746,
0.003537929616868496,
-0.01178811863064766,
0.0033221240155398846,
0.005148845724761486,
-0.002781234448775649,
0.006220902316272259,
0.03300449252128601,
0.01030835509300232,
-0.005464281886816025,
0.023236239328980446,
0.006677364464849234,
-0.027636123821139336,
0.004581879358738661,
0.008481724187731743,
-0.00820697657763958,
-0.009186279028654099,
0.02776300348341465,
0.02332374081015587,
0.012026039883494377,
0.0032966183498501778,
-0.004564373753964901,
-0.0043591768480837345,
-0.00309070129878819,
-0.0169347133487463,
0.017810069024562836,
0.020438948646187782,
-0.013797802850604057,
0.003919830545783043,
0.014481531456112862,
0.01949474774301052,
-0.028848743066191673,
0.01653914898633957,
0.022723622620105743,
0.006441698409616947,
0.009604742750525475,
0.0028337230905890465,
0.005233910866081715,
-0.006147363223135471,
-0.013517010025680065,
-0.013263480737805367,
-0.0010939231142401695,
-0.0004347315989434719,
-0.029093418270349503,
0.010556519962847233,
-0.012057737447321415,
0.005676782689988613,
-0.006532278843224049,
-0.017513738945126534,
-0.0015073074027895927,
-0.006758046802133322,
-0.004417175892740488,
-0.04065588489174843,
0.004604237154126167,
-0.011172437109053135,
0.0051788389682769775,
0.015316891483962536,
-0.02401198260486126,
0.006380015518516302,
0.015030168928205967,
-0.02047508768737316,
-0.021629100665450096,
0.021644987165927887,
0.01275809295475483,
-0.0012222041841596365,
0.002057448262348771,
0.02278013527393341,
0.00056058494374156,
-0.0005221166647970676,
0.006152661982923746,
0.004387496039271355,
-0.007379265036433935,
-0.020542724058032036,
0.0194670632481575,
0.002704935846850276,
0.01230278704315424,
0.008207259699702263,
0.0049514807760715485,
0.006920121610164642,
-0.006215449422597885,
-0.004792824387550354,
-0.08091959357261658,
-0.004246857948601246,
0.006838253233581781,
0.0045942640863358974,
0.008287687785923481,
-0.011948836036026478,
0.004169679246842861,
0.029018862172961235,
-0.016519304364919662,
-0.0008815508335828781,
0.010325299575924873,
0.007847980596125126,
-0.014433316886425018,
0.02202524244785309,
0.017445307224988937,
-0.011260410770773888,
0.020423589274287224,
0.039982445538043976,
-0.01574217714369297,
-0.0004423675127327442,
0.03520696237683296,
-0.02051357924938202,
0.03624674305319786,
-0.011303616687655449,
-0.022597599774599075,
0.008109718561172485,
-0.02860518917441368,
0.009757012128829956,
-0.009488821029663086,
-0.0019929774571210146,
-0.0071892449632287025,
-0.005779501982033253,
0.013084232807159424,
-0.03171345219016075,
0.014874827116727829,
-0.013027866370975971,
0.0038195732049643993,
-0.009164596907794476,
0.0005204404005780816,
0.0017335126176476479,
-0.0016990001313388348,
0.01677367463707924,
-0.012145127169787884,
0.007766313850879669,
0.005258876830339432,
-0.007441736292093992,
0.018859880045056343,
0.014672283083200455,
0.021625876426696777,
-0.01752849668264389,
0.03297208249568939,
-0.007398565299808979,
0.015257940627634525,
0.01612604409456253,
-0.009039691649377346,
-0.016122832894325256,
0.008345585316419601,
0.04086931049823761,
-0.011064322665333748,
-0.007025817409157753,
-0.014099858701229095,
-0.011511600576341152,
-0.017375824972987175,
0.02360301837325096,
0.007874269038438797,
0.006386277265846729,
-0.0026522469706833363,
0.012688770890235901,
0.013874944299459457,
-0.009745313785970211,
0.023576606065034866,
0.012317245826125145,
-0.009132342413067818,
-0.003200261387974024,
-0.007183568086475134,
-0.014524899423122406,
-0.013524414040148258,
-0.016559867188334465,
0.021602239459753036,
-0.01666354574263096,
-0.03535950183868408,
0.021577995270490646,
0.008346321061253548,
0.026759427040815353,
-0.02928899973630905,
-0.012359019368886948,
0.005450689233839512,
0.028197158128023148,
0.0011316105956211686,
-0.008877375163137913,
0.00742051936686039,
0.020227760076522827,
0.0003239817451685667,
0.004714742302894592,
0.014495206996798515,
-0.04067014902830124,
0.0003963140770792961,
0.004606489557772875,
0.00028522894717752934,
0.009885932318866253,
0.008266495540738106,
0.010897564701735973,
-0.030486416071653366,
-0.013322090730071068,
-0.030769042670726776,
0.010953607968986034,
0.0015372526831924915,
0.030780725181102753,
0.006778032518923283,
-0.0034957502502948046,
-0.005317025817930698,
-0.010880544781684875,
-0.011391779407858849,
0.008824092335999012,
0.010908342897891998,
0.014480077661573887,
0.008256242610514164,
0.011040824465453625,
0.0723753422498703,
-0.005874619819223881,
-0.003878101008012891,
-0.010064268484711647,
-0.021747639402747154,
-0.02236189693212509,
-0.020259076729416847,
-0.0023562763817608356,
0.014548550359904766,
-0.003993175458163023,
0.011453386396169662,
0.002504960633814335,
0.021869957447052002,
0.012783098965883255,
-0.026606600731611252,
-0.011865457519888878,
-0.001469646580517292,
-0.007295960560441017,
0.010153142735362053,
-0.01752617582678795,
-0.02181907929480076,
-0.021141428500413895,
0.0004735745314974338,
-0.0187276229262352,
0.0037721549160778522,
-0.009851952083408833,
0.005708626005798578,
-0.014712251722812653,
0.00012032641097903252,
0.009513450786471367,
0.012352598831057549,
-0.002242116257548332,
-0.008244477212429047,
-0.0017971680499613285,
-0.003811364062130451,
0.011768043041229248,
0.027334310114383698,
-0.0024175746366381645,
-0.0035178016405552626,
0.009786998853087425,
0.021491805091500282,
-0.015027246437966824,
-0.0019704499281942844,
0.009364908561110497,
0.022293267771601677,
-0.0019434615969657898,
0.01811777800321579,
-0.006735190749168396,
-0.020519133657217026,
-0.00514689926058054,
-0.011919739656150341,
0.019503094255924225,
0.015815148130059242,
0.030649373307824135,
0.0033571915701031685,
-0.01839066483080387,
0.011772874742746353,
-0.00941554643213749,
-0.026775650680065155,
0.0005360422655940056,
-0.0018276129849255085,
-0.040304236114025116,
0.003096013329923153,
-0.014082575216889381,
-0.008280389942228794,
-0.007024710066616535,
0.017502646893262863,
-0.004136311821639538,
0.010749769397079945,
-0.012651588767766953,
0.007610429544001818,
-0.009060539305210114,
-0.019258709624409676,
-0.003380104899406433,
-0.022971954196691513,
0.005037892609834671,
0.0026122028939425945,
0.01695163920521736,
0.033141978085041046,
0.003564676735550165,
-0.0138712702319026,
0.0024986681528389454,
-0.027095764875411987,
-0.01653769612312317,
0.003754914738237858,
0.015001307241618633,
-0.021266229450702667,
-0.0742262527346611,
0.012475278228521347,
0.024309370666742325,
-0.007748956326395273,
-0.016587594524025917,
0.0496375635266304,
-0.0064564961940050125,
-0.00973019190132618,
0.010965833440423012,
-0.0064290594309568405,
0.03007384203374386,
0.0026338775642216206,
0.01161276176571846,
0.01122900377959013,
0.009709525853395462,
0.013324068859219551,
-0.03252153843641281,
0.0030017318204045296,
0.014633802697062492,
0.031966038048267365,
-0.00903872400522232,
-0.008687606081366539,
0.017917465418577194,
-0.005518507212400436,
-0.00837756972759962,
-0.08140340447425842,
0.004797279369086027,
-0.013380350545048714,
0.0013694879598915577,
-0.02038860321044922,
0.002090131863951683,
-0.005029547028243542,
-0.0022909140679985285,
0.022004958242177963,
-0.013092786073684692,
-0.018117114901542664,
0.0029060475062578917,
0.003648351179435849,
0.011193480342626572,
0.003370731370523572,
0.0025100307539105415,
0.027900544926524162,
-0.023592069745063782,
-0.0027514388784766197,
-0.0032527009025216103,
0.012792403809726238,
0.015845147892832756,
-0.009370299056172371,
0.017724910750985146,
-0.00783604383468628,
-0.042710501700639725,
-0.026242263615131378,
0.014516934752464294,
0.016148289665579796,
-0.03239520639181137,
0.0023945586290210485,
-0.0006220277864485979,
-0.011942707002162933,
-0.024022895842790604,
0.0034012366086244583,
-0.01532755047082901,
0.015504119917750359,
-0.01346798986196518,
-0.024446673691272736,
-0.007793018128722906,
-0.005797552410513163,
0.0025723897852003574,
0.008193792775273323,
0.00265425443649292,
-0.016364388167858124,
-0.011844497174024582,
0.00665613217279315,
-0.0014550830237567425,
0.00703002791851759,
-0.010709143243730068,
0.006648666691035032,
0.0026667695492506027,
0.03468604385852814,
0.015026247128844261,
-0.010100238025188446,
0.009002871811389923,
-0.0004063930828124285,
0.017080318182706833,
0.008675027638673782,
0.011155233718454838,
0.009592493996024132,
0.02305319346487522,
0.0066267382353544235,
0.07232137024402618,
0.023216672241687775,
0.014152124524116516,
-0.028518319129943848,
-0.006825903430581093,
0.0013462266651913524,
-0.004856716841459274,
-0.01458644401282072,
0.006759991869330406,
-0.008242545649409294,
0.04121296480298042,
-0.0004340115701779723,
0.0031102814245969057,
0.009890561923384666,
0.014878072775900364,
-0.013459846377372742,
-0.0017191122751682997,
0.014165382832288742,
0.02758370339870453,
-0.005326303653419018,
-0.015651945024728775,
-0.002470671199262142,
-0.03413213789463043,
0.006250131409615278,
0.009307542815804482,
-0.0026009930297732353,
-0.03644920140504837,
0.0030897031538188457,
-0.015714798122644424,
-0.008933430537581444,
-0.010408284142613411,
0.03307686746120453,
0.002130648586899042,
-0.0007078008493408561,
0.02164456807076931,
-0.016967760398983955,
-0.019457168877124786,
0.0028398605063557625,
0.0032006576657295227,
0.019546005874872208,
-0.0276859849691391,
0.006421472877264023,
0.0011955802328884602,
0.01723242923617363,
0.016111521050333977,
-0.009188242256641388,
0.019519012421369553,
-0.006357363425195217,
0.017081625759601593,
0.010098535567522049,
0.022143730893731117,
-0.0026148883625864983,
0.017181014642119408,
-0.006685002241283655,
0.01617915742099285,
-0.014810078777372837,
-0.008967600762844086,
0.013268467970192432,
-0.058880191296339035,
0.0010001137852668762,
-0.00047493819147348404,
-0.012800175696611404,
0.01305325236171484,
0.001011605141684413,
0.0013323542661964893,
0.0011997311376035213,
-0.015485793352127075,
-0.020672103390097618,
0.003301037475466728,
0.015280306339263916,
-0.0042179180309176445,
0.02206789329648018,
0.0020575965754687786,
0.009110992774367332,
0.019397011026740074,
0.011435387656092644,
-0.004864654503762722,
-0.004559030756354332,
0.022591711953282356,
0.0034787626937031746,
-0.011178078129887581,
-0.009710018523037434,
0.0036492107901722193,
0.010219290852546692,
0.009006347507238388,
-0.008912217803299427,
-0.032905224710702896,
0.013565737754106522,
0.006909011397510767,
0.010721992701292038,
0.00981462188065052,
0.003005587263032794,
0.005652355961501598,
-0.0062859938479959965,
0.007372918538749218,
0.033570073544979095,
0.011862157844007015,
0.004145393613725901,
0.010810649022459984,
-0.0015344629064202309,
0.0033037527464330196,
0.01401788555085659,
-0.0007838606834411621,
-0.015201716683804989,
0.001139691099524498,
0.0005933888605795801,
-0.01394673716276884,
-0.012609310448169708,
-0.01177863497287035,
0.02648557908833027,
0.026084592565894127,
0.005193565972149372,
0.007852623239159584,
-0.006216580979526043,
-0.01827353611588478,
-0.007592387031763792,
-0.015604897402226925,
-0.015871237963438034,
0.0049604373052716255,
-0.011661837808787823,
-0.014888154342770576,
0.003743584267795086,
0.009306101128458977,
0.011684373021125793,
0.013014428317546844,
-0.011900747194886208,
-0.010689351707696915,
-0.007252307143062353,
-0.003547981381416321,
0.02364070899784565,
0.020577233284711838,
-0.0021011512726545334,
-0.0032865775283426046,
0.02811223827302456,
0.02661716192960739,
-0.02334289625287056,
-0.00020812870934605598,
0.0050254156813025475,
-0.017159033566713333,
-0.0012306487187743187,
0.030604634433984756,
0.001363537972792983,
0.00539739802479744,
-0.008172915317118168,
0.00806957297027111,
-0.00033088820055127144,
0.026706267148256302,
0.031032100319862366,
0.004354766570031643,
0.01372129563242197,
-0.0038681928999722004,
-0.0021503514144569635,
0.022601939737796783,
-0.007118907757103443,
-0.003961152862757444,
0.019348666071891785,
0.01627403125166893,
0.009975179098546505,
-0.005189280025660992,
0.011014079675078392,
-0.005927807651460171,
-0.0006538555026054382,
-0.017281608656048775,
0.010772215202450752,
0.004986586049199104,
0.022221315652132034,
-0.00557547714561224,
0.022397324442863464,
-0.02338920533657074,
0.0001475452445447445,
-0.012163219042122364,
-0.0074441018514335155,
-0.012942826375365257,
-0.0009960252791643143,
-0.004766080994158983,
-0.01546709705144167,
0.004638338461518288,
0.009315511211752892,
0.013777248561382294,
-0.0029280311428010464,
0.007730414625257254,
-0.04984479025006294,
-0.01312888041138649,
-0.010923659428954124,
-0.003928615711629391,
-0.006217339541763067,
0.0018871471984311938,
-0.0015897899866104126,
0.0140747195109725,
0.0019366038031876087,
-0.0027326811105012894,
0.021867867559194565,
0.0010594486957415938,
-0.015030931681394577,
-0.006965756416320801,
-0.021340355277061462,
-0.0037474643904715776,
0.008480710908770561,
0.012306062504649162,
0.009875665418803692,
-0.023283634334802628,
-0.008534214459359646
] | [
0.011434684507548809,
-0.4701722264289856,
0.0943547934293747,
0.20374615490436554,
-0.03972934931516647,
0.229908287525177,
0.17518572509288788,
-0.14448203146457672,
-0.16123157739639282,
-0.6351116299629211,
-0.0361880399286747,
0.48193788528442383,
-0.13776513934135437,
-0.3005463778972626,
-0.02949308604001999,
0.4698297679424286,
0.3875163793563843,
-0.1610170304775238,
-0.29842570424079895,
-0.32783207297325134,
-0.11590194702148438,
-0.019985061138868332,
0.4055370092391968,
-0.06946424394845963,
-0.0200791172683239,
-0.043863095343112946,
0.383667916059494,
0.4491887092590332,
-0.12351803481578827,
-0.07594329863786697,
-0.10638552904129028,
0.959575355052948,
-0.13498754799365997,
-0.2993297874927521,
0.06910878419876099,
-0.11783314496278763,
0.012089510448276997,
-0.3576051890850067,
0.15464173257350922,
-0.3994775712490082,
0.3458958566188812,
-0.21077613532543182,
-0.36155858635902405,
0.0901283249258995,
-0.3265937268733978,
-0.42134571075439453,
-1.6874167919158936,
-0.04960757493972778,
-0.2920425534248352,
-0.1598590463399887,
-0.14249449968338013,
0.4715212285518646,
0.31501826643943787,
0.3715749979019165,
0.07582100480794907,
0.30284667015075684,
-0.20796550810337067,
-0.5004895329475403,
0.3541962504386902,
0.05937889963388443,
-0.28701716661453247,
0.21493594348430634,
-0.27244365215301514,
0.32750460505485535,
0.011492293328046799,
0.241323322057724,
0.08348917961120605,
-0.0255684033036232,
-0.6543691158294678,
-0.054484687745571136,
0.2456166297197342,
0.0323052704334259,
-0.3209824860095978,
0.41168510913848877,
-0.3546719551086426,
0.06231711059808731,
-0.2295229732990265,
-0.060908205807209015,
0.17877203226089478,
-0.018021725118160248,
-0.056273240596055984,
0.256822794675827,
0.7644833922386169,
-0.3844705820083618,
0.9346234798431396,
0.2033754289150238,
0.029749885201454163,
0.4649333357810974,
-0.3342890441417694,
-0.08207020908594131,
-0.35927361249923706,
-0.8928452730178833,
0.19456148147583008,
0.4941789209842682,
0.34139108657836914,
0.46090415120124817,
0.056271813809871674,
0.06468921899795532,
0.3068113923072815,
0.3040925860404968,
-0.021974794566631317,
0.1073656678199768,
0.0120214419439435,
-0.13247258961200714,
-0.6682254076004028,
-0.3699772357940674,
-0.65091872215271,
-0.4696101248264313,
-0.38138455152511597,
0.3213660418987274,
-1.150171160697937,
0.12386239320039749,
0.1423870325088501,
-0.325347363948822,
-0.1593949794769287,
0.054125670343637466,
0.1081349328160286,
0.2206556648015976,
-0.16387933492660522,
0.5214979648590088,
-0.06890467554330826,
1.3048818111419678,
0.31109437346458435,
0.4790515601634979,
-0.08736187219619751,
0.17429441213607788,
0.42310020327568054,
0.33790767192840576,
-0.3088592290878296,
0.08304115384817123,
0.4251965284347534,
0.4499967098236084,
-0.0631956160068512,
0.4433700740337372,
0.1110469400882721,
-0.5204887390136719,
-0.31399646401405334,
0.00919280294328928,
0.24270394444465637,
0.13365505635738373,
-0.35627686977386475,
-0.4444325268268585,
-0.06878852099180222,
-0.3318288326263428,
0.0735449567437172,
0.03773628547787666,
-0.34381985664367676,
-0.0021596020087599754,
-0.20424337685108185,
-0.11584793776273727,
-0.07205812633037567,
-0.16615921258926392,
-0.694263756275177,
-0.1692475974559784,
-0.3539523780345917,
0.3745359182357788,
-0.460746169090271,
-0.2578544318675995,
-0.027500014752149582,
0.31688883900642395,
-0.07894859462976456,
0.15243959426879883,
-0.5438863635063171,
-0.11913681030273438,
0.22522680461406708,
-0.8490544557571411,
0.3530794084072113,
0.4830259680747986,
-0.055340442806482315,
-0.055421631783246994,
-0.25826168060302734,
0.11570954322814941,
0.3880012035369873,
-0.4420906603336334,
0.0637083426117897,
0.3459487855434418,
0.16839922964572906,
0.05701235309243202,
0.5286728739738464,
-0.19337967038154602,
-0.8065983653068542,
-0.3056204319000244,
0.24018214643001556,
-0.2765890061855316,
0.26446348428726196,
-0.07695040851831436,
0.42149052023887634,
-0.5849427580833435,
-0.02828328125178814,
0.13363797962665558,
-0.14069576561450958,
0.29128605127334595,
0.3007022738456726,
-0.6199098229408264,
1.2659378051757812,
0.2352529764175415,
-0.3002474904060364,
1.3235749006271362,
-0.023084750398993492,
0.10702641308307648,
0.3857523500919342,
-0.5217276811599731,
0.4781211018562317,
0.023840786889195442,
-0.1515224128961563,
0.008252376690506935,
-0.06483432650566101,
-0.07412078231573105,
-0.36217930912971497,
-0.0022196972277015448,
0.42696306109428406,
0.2565692365169525,
0.03932419791817665,
-0.16066433489322662,
-0.09186813980340958,
0.3139874339103699,
-0.006868365220725536,
0.23794911801815033,
0.13390100002288818,
-0.1081528440117836,
0.9259050488471985,
-0.5497725009918213,
0.20585376024246216,
0.6503271460533142,
-0.17788612842559814,
0.5087648630142212,
0.8466718196868896,
0.08215062320232391,
1.2128382921218872,
-0.6547737717628479,
-0.29480627179145813,
-0.31520962715148926,
0.2928042709827423,
-0.327629029750824,
0.4528144598007202,
0.10160994529724121,
0.15980753302574158,
-0.35209399461746216,
0.19387024641036987,
-0.010868025943636894,
-0.11253485083580017,
0.40829965472221375,
-0.3016364574432373,
0.13738501071929932,
0.577584445476532,
-0.40142515301704407,
-0.28244268894195557,
0.711361289024353,
-0.41231846809387207,
-0.09871894866228104,
0.2288092076778412,
0.16534990072250366,
0.08555194735527039,
-0.8732728362083435,
-0.2888268530368805,
0.09419049322605133,
0.037277087569236755,
-0.6127108931541443,
-0.001202902290970087,
0.15761564671993256,
-0.21819579601287842,
0.1523437201976776,
-0.054164640605449677,
-0.13380473852157593,
0.1359541118144989,
-0.511926531791687,
-0.7734642624855042,
-0.7084845304489136,
0.5095540881156921,
0.2587955594062805,
0.5650314688682556,
-0.07695131003856659,
-0.39122849702835083,
0.09985947608947754,
-0.27556467056274414,
-0.846606969833374,
-0.14207492768764496,
0.2630282938480377,
-0.7989575862884521,
-0.43498462438583374,
-0.41614773869514465,
0.4081677496433258,
0.6115631461143494,
-0.01072782464325428,
-1.0577903985977173,
0.06166425719857216,
-0.0708640068769455,
-0.13119997084140778,
-0.5547775030136108,
-0.5364497303962708,
-0.22474204003810883,
0.5345482230186462,
-0.32752540707588196,
0.13444364070892334,
0.4072009027004242,
0.2576879858970642,
-0.1257336586713791,
0.2659355103969574,
0.7042795419692993,
0.053809814155101776,
-0.42365217208862305,
0.16034220159053802,
0.007874026894569397,
-0.2504563629627228,
-0.0726775974035263,
-0.3590308129787445,
-0.5717703104019165,
0.4844288229942322,
-5.994914531707764,
-0.4770594537258148,
-0.9671891927719116,
0.0344381257891655,
-0.055449653416872025,
0.009793278761208057,
0.6829394698143005,
-0.28755104541778564,
-0.0029400447383522987,
-0.12173350155353546,
0.10379201918840408,
0.3780412971973419,
-0.1844070851802826,
0.6643427610397339,
0.05504174530506134,
-0.040605682879686356,
0.060493964701890945,
0.31269288063049316,
0.46011069416999817,
0.5682715177536011,
-0.10726366937160492,
-0.31450968980789185,
-0.3528629243373871,
0.40096837282180786,
0.16570302844047546,
0.0837676003575325,
-0.6067613959312439,
0.22044812142848969,
-0.10518422722816467,
-0.3954735994338989,
-0.12800844013690948,
-0.45248132944107056,
-0.23505687713623047,
-0.28174471855163574,
0.11349925398826599,
0.3795633912086487,
0.2789474427700043,
0.3282057046890259,
0.32046595215797424,
-0.22149337828159332,
0.24276547133922577,
0.11181256920099258,
0.40478432178497314,
-0.0511193722486496,
-0.04560893028974533,
-0.05058421939611435,
0.32158756256103516,
0.5566704273223877,
-0.21769288182258606,
0.712794303894043,
-0.05990586429834366,
0.10303608328104019,
0.5121061205863953,
0.32434946298599243,
-0.07733778655529022,
-0.34345823526382446,
-0.014228589832782745,
0.0620521679520607,
0.014884809963405132,
0.4357701539993286,
0.22111892700195312,
-0.6707264184951782,
-0.16530892252922058,
-0.8581373691558838,
-0.3932032287120819,
0.06398916989564896,
-0.4415190815925598,
-0.20408767461776733,
0.4729079008102417,
0.3530413806438446,
-0.3546949028968811,
0.28197434544563293,
0.31207945942878723,
-0.4869456887245178,
0.8149654865264893,
-0.19536328315734863,
0.15048432350158691,
-0.09802792966365814,
0.0665847435593605,
0.13971814513206482,
-0.3663540184497833,
-0.5123876929283142,
-0.20654216408729553,
-0.4527565538883209,
0.4059602916240692,
-0.30432093143463135,
0.14075128734111786,
0.2619714140892029,
-0.08336923271417618,
-0.13233961164951324,
0.5713512301445007,
-0.30361393094062805,
0.20628705620765686,
0.17997390031814575,
0.7055543065071106,
0.4726102650165558,
0.2948129177093506,
0.18544207513332367,
0.24789907038211823,
-0.311961829662323,
0.643549382686615,
-0.5362906455993652,
-0.21654343605041504,
-0.6361945867538452,
0.0201105959713459,
0.2730162739753723,
-0.1287621706724167,
-0.024335088208317757,
0.697772204875946,
-0.4007129371166229,
-0.20318955183029175,
0.2061745822429657,
-0.29481711983680725,
-0.3252788782119751,
0.28716033697128296,
0.040769319981336594,
0.09734483063220978,
-0.02388206496834755,
0.7363334894180298,
-0.10871700197458267,
-0.15849612653255463,
0.3552033603191376,
-0.04805583134293556,
0.39615562558174133,
0.4322563409805298,
-0.2814468741416931,
0.35697683691978455,
0.5377830266952515,
-0.20667405426502228,
-0.36489829421043396,
0.46781352162361145,
-0.06232460215687752,
-0.5375984907150269,
-0.06791561096906662,
0.25940749049186707,
-0.6535945534706116,
-0.2910386025905609,
0.3223492503166199,
0.2159787267446518,
-0.20173993706703186,
0.5588570237159729,
-0.3944975435733795,
-0.08811160922050476,
-0.3231833577156067,
0.08491352200508118,
0.004584642592817545,
0.018765434622764587,
-0.32081538438796997,
-0.7487619519233704,
-0.05482596531510353,
0.11648975312709808,
-0.5690421462059021,
0.2283279001712799,
-0.3749450445175171,
0.14099600911140442,
0.034731727093458176,
-0.06496375054121017,
-0.13612022995948792,
0.5999040007591248,
-0.6333224773406982,
0.576092541217804,
-0.060735803097486496,
-0.7154151797294617,
-0.24884247779846191,
-0.05659589543938637,
0.3369542360305786,
-0.7875260710716248,
-0.5396909117698669,
-0.0125980693846941,
0.5314003229141235,
-0.39124149084091187,
-0.4519217908382416,
0.09835587441921234,
-0.3530403673648834,
0.35230663418769836,
0.04633958637714386,
0.1587248146533966,
-0.10450378805398941,
-0.17312796413898468,
-0.1313449889421463,
0.07908843457698822,
-0.14448174834251404,
-0.0893845334649086,
0.5745967030525208,
0.6068243980407715,
0.2681713104248047,
0.0013978072674944997,
0.5990216135978699,
-0.6570730805397034,
-0.16304819285869598,
0.38361668586730957,
0.4594539701938629,
0.30412012338638306,
-0.4026646316051483,
-0.2915186285972595,
-0.38534238934516907,
0.2547878623008728,
0.2691885828971863,
-0.05007718503475189,
-0.3473641276359558,
0.023945944383740425,
0.21950575709342957,
-0.17029869556427002,
0.46053236722946167,
0.3000963628292084,
0.06070937588810921,
0.009297643788158894,
-0.21868719160556793,
-0.04522152990102768,
-0.2517871856689453,
-0.4560234844684601,
-0.638926088809967,
-0.16699622571468353,
0.16986635327339172,
-0.3137369155883789,
-0.054101526737213135,
-0.06994154304265976,
-0.20476992428302765,
-0.4333634078502655,
0.6663318872451782,
0.16114893555641174,
-0.7673447132110596,
-0.03214707970619202,
0.23031935095787048,
-0.32256004214286804,
-0.23809471726417542,
0.13649001717567444,
-0.7957130074501038,
0.3062950074672699,
0.16708827018737793,
0.13976554572582245,
-0.22269488871097565,
0.15855157375335693,
0.23729635775089264,
-0.28160548210144043,
-0.5257603526115417,
-0.3391250669956207,
0.5313175320625305,
-0.2372860312461853,
-0.13981850445270538,
0.4120321571826935,
0.5552860498428345,
-0.5740439891815186,
-0.14384114742279053,
-0.27983975410461426,
-0.19955237209796906,
-0.0696699321269989,
-0.5299494862556458,
-0.723344624042511,
0.1369262933731079,
0.5334635376930237,
-0.19856135547161102,
-0.10323593020439148,
0.07527003437280655,
0.8769291639328003,
0.1194690614938736,
-0.04325944557785988,
-0.5519084334373474,
-0.043624650686979294,
0.415096640586853,
-0.0015847200993448496,
-0.3755241930484772,
0.17432726919651031,
-0.5846798419952393,
0.18987885117530823,
-0.1771937757730484,
0.005181476473808289,
-0.6084010601043701,
0.31588250398635864,
-0.37578487396240234,
-0.03911726921796799,
-0.3274814784526825,
0.5205607414245605,
0.6514149308204651,
0.3167731463909149,
-0.13884598016738892,
-0.09851378947496414,
-0.11519528180360794,
0.10768020153045654,
0.3547205626964569,
0.14619019627571106,
-0.1284635365009308,
0.038610756397247314,
-0.3997909724712372,
0.10290887206792831,
0.1488209068775177,
0.08967164158821106,
-0.14026616513729095,
-0.10263428837060928,
0.21545881032943726,
-0.12247662991285324,
-0.0028462070040404797,
-0.6020382642745972,
-0.0871129184961319,
-0.05132197588682175,
0.19082678854465485,
0.49694839119911194,
0.22861269116401672,
-0.11237502098083496,
0.2523781955242157,
0.003937738947570324,
1.1248984336853027,
0.5657786130905151,
-0.5963412523269653,
0.1284795105457306,
0.047610849142074585,
0.41348451375961304,
-0.10490939766168594,
-0.4283902049064636,
-0.04832446947693825,
0.20441025495529175,
0.0492657907307148,
0.4065461754798889,
0.4658064842224121,
0.032075244933366776,
-0.041492726653814316,
0.2568398118019104,
-0.4604383409023285,
0.6035603284835815,
0.22357216477394104,
0.2114247977733612,
0.8475618958473206,
0.5914822816848755,
-0.31858429312705994,
-0.5970912575721741,
0.5973591804504395,
-0.16481870412826538,
-0.11329516023397446,
0.0804821103811264,
0.32466408610343933,
0.24764074385166168,
0.8036960959434509,
-0.5499860048294067,
0.40634414553642273,
0.16458603739738464,
0.058783356100320816,
0.48087409138679504,
-0.008361957967281342,
0.4592340290546417,
0.10785353183746338,
0.4617636203765869,
0.5048661231994629,
-0.16487137973308563,
0.2869287431240082,
-0.04257607460021973,
0.2409888058900833,
0.34299367666244507,
-0.1131027415394783,
-0.32095104455947876,
0.536392867565155,
0.24743691086769104,
-0.42304083704948425,
0.052874524146318436,
-0.19539690017700195,
-0.2724875807762146,
-0.19273711740970612,
0.1775231808423996,
-0.28633877635002136,
-0.23412463068962097,
0.13472886383533478,
0.38695600628852844,
0.662202000617981,
-0.43334129452705383,
-0.4205968677997589,
-0.553905189037323,
-0.250918447971344,
0.9206892251968384,
0.2297445684671402,
0.1361573189496994,
0.023134050890803337,
-0.3270987272262573,
0.38391023874282837,
-0.4441031217575073,
-0.07923570275306702,
0.03843316063284874,
-0.7915342450141907,
0.27985063195228577,
0.18157553672790527,
-0.2079407423734665,
0.7924954891204834,
0.20518256723880768,
0.2879761755466461,
-0.18843689560890198,
-0.6190572381019592,
0.30829840898513794,
-0.22865380346775055,
-0.059489667415618896,
0.09271880984306335,
0.260783851146698,
-0.044917795807123184,
0.033965568989515305,
-0.8398194909095764,
-0.10218776017427444,
0.2161439210176468,
-0.07254734635353088,
-0.35266393423080444,
-0.42624399065971375,
0.40899717807769775,
0.3678242564201355,
0.245021253824234,
0.28883689641952515,
0.04523364454507828,
-0.11510616540908813,
-0.0391303189098835,
-0.7915289402008057,
0.2260531634092331,
-0.44248124957084656,
-0.09812278300523758,
-0.2821856141090393,
0.04423362389206886,
1.0597124099731445,
0.20686863362789154,
-0.47963887453079224,
-0.024667004123330116,
-0.21031562983989716,
0.018053829669952393,
0.5161336064338684,
-0.2152598649263382,
0.28771358728408813,
-0.4772959053516388,
-0.1913255900144577,
-0.3298164904117584,
1.0804790258407593,
-0.42669209837913513,
-0.04675972834229469,
-0.27071404457092285,
0.19387806951999664,
0.25732770562171936,
-0.2869280278682709,
0.7407898902893066,
-0.3035653829574585,
-0.5429400205612183,
-0.497313916683197,
0.6129005551338196,
-0.4901256263256073,
0.15676791965961456,
0.039076559245586395,
0.10117607563734055,
0.5438757538795471,
-0.08597817271947861,
-0.15798139572143555,
-0.11134707927703857,
0.03751439228653908,
0.028723878785967827,
-0.06886309385299683,
0.7555232644081116,
-0.2795892655849457,
-0.04018740355968475,
-0.5468434691429138,
0.08207794278860092,
-0.08829492330551147,
-0.26532045006752014,
-0.33220842480659485,
-0.0877666249871254,
-0.47513076663017273,
-0.08569570630788803,
-0.025982869789004326,
-0.5312471389770508,
-0.6241167187690735,
-0.2766534388065338
] |
Deep residual networks were shown to be able to scale up to thousands of layers and still have improving performance. However, each fraction of a percent of improved accuracy costs nearly doubling the number of layers, and so training very deep residual networks has a problem of diminishing feature reuse, which makes these networks very slow to train. To tackle these problems, in this paper we conduct a detailed experimental study on the architecture of ResNet blocks, based on which we propose a novel architecture where we decrease depth and increase width of residual networks. We call the resulting network structures wide residual networks (WRNs) and show that these are far superior over their commonly used thin and very deep counterparts. For example, we demonstrate that even a simple 16-layer-deep wide residual network outperforms in accuracy and efficiency all previous deep residual networks, including thousand-layerdeep networks, achieving new state-of-the-art results on CIFAR, SVHN, COCO, and significant improvements on ImageNet. Our code and models are available at https: //github.com/szagoruyko/wide-residual-networks. | [
0.017621593549847603,
0.012786109931766987,
-0.0171317458152771,
0.0085934828966856,
-0.015008527785539627,
-0.032366931438446045,
0.00770224817097187,
0.0051484135910868645,
-0.007585505954921246,
0.002649427391588688,
-0.004746818915009499,
0.019905732944607735,
0.004594753496348858,
0.0018081439193338156,
0.022090274840593338,
-0.005955900996923447,
-0.013116618618369102,
0.01397375576198101,
0.006581212859600782,
-0.021276934072375298,
0.012913301587104797,
0.023558076471090317,
0.00819685123860836,
-0.004121339879930019,
0.017538616433739662,
0.0095866983756423,
0.0042006634175777435,
-0.0036659780889749527,
-0.009565754793584347,
-0.010070117190480232,
0.008424241095781326,
0.013115915469825268,
0.00988546572625637,
0.013488247990608215,
0.008519456721842289,
-0.017037004232406616,
-0.004829415585845709,
0.020549703389406204,
0.022827276960015297,
-0.0040811775252223015,
0.013227323070168495,
-0.005619822535663843,
0.004177654627710581,
0.0008126255124807358,
-0.003937103319913149,
-0.01865152083337307,
-0.0029991925694048405,
0.020904546603560448,
-0.018069716170430183,
0.005097868386656046,
-0.00749033410102129,
0.005364465527236462,
-0.007569006644189358,
0.03877010568976402,
-0.004882789216935635,
-0.004897393751889467,
0.014131453819572926,
0.022371042519807816,
-0.003522573970258236,
0.0030751992017030716,
0.0018634193111211061,
0.02138451300561428,
-0.004253344610333443,
-0.03632188215851784,
0.0008889645105227828,
-0.06772387027740479,
0.003640030976384878,
0.00019800616428256035,
0.010939962230622768,
0.013586931861937046,
0.008545814082026482,
0.006585513707250357,
-0.0207679346203804,
0.011114941909909248,
0.010680126026272774,
0.020458536222577095,
-0.008264190517365932,
0.0052266246639192104,
-0.01570620760321617,
0.025945834815502167,
0.0036273784935474396,
0.003886787686496973,
0.016283050179481506,
0.008891267701983452,
0.0008229401428252459,
0.007919046096503735,
-0.01755681075155735,
-0.011034393683075905,
-0.01136966235935688,
0.01959807798266411,
0.0025818790309131145,
0.0030050051864236593,
-0.018129929900169373,
0.009485025890171528,
-0.03436501324176788,
0.008721694350242615,
0.007159738801419735,
0.028873242437839508,
0.022237544879317284,
-0.003985624760389328,
-0.017493348568677902,
0.026819869875907898,
0.018646035343408585,
-0.003986481111496687,
-0.008516543544828892,
0.010026689618825912,
0.011533102951943874,
0.018407370895147324,
-0.020986201241612434,
0.004706101026386023,
0.023520445451140404,
0.011269919574260712,
-0.017196709290146828,
0.02406705915927887,
-0.01005641371011734,
0.0005127750337123871,
0.024560794234275818,
0.012649646028876305,
0.004360396880656481,
-0.011633560061454773,
0.005486153997480869,
-0.018253426998853683,
0.0006617535836994648,
-0.001335051842033863,
0.007378739770501852,
0.02961246855556965,
-0.0029147877357900143,
0.005140754394233227,
0.00593864219263196,
0.007414283696562052,
-0.010548450984060764,
0.0003625397803261876,
0.015395846217870712,
-0.014219495467841625,
-0.014787524938583374,
0.0007873495924286544,
0.012180274352431297,
-0.012086541391909122,
-0.004544951021671295,
-0.01649119146168232,
0.02586320973932743,
0.00932957511395216,
0.0006794689106754959,
0.00714974757283926,
0.0009447915945202112,
-0.004412645008414984,
0.00006746966391801834,
0.00868916604667902,
0.01756458729505539,
-0.023759065195918083,
-0.0041243284940719604,
-0.008871683850884438,
0.0030750385485589504,
-0.002996593713760376,
-0.0004374117124825716,
0.01415303349494934,
-0.025381827726960182,
-0.004028241150081158,
-0.0051241591572761536,
-0.0033790881279855967,
0.01798037439584732,
0.018068324774503708,
0.0022294428199529648,
0.006056111305952072,
-0.012021120637655258,
-0.012129564769566059,
0.01936522126197815,
0.00981583259999752,
-0.013610807247459888,
0.002059874590486288,
0.003979607485234737,
-0.014253242872655392,
-0.027403805404901505,
0.011794667690992355,
-0.009938990697264671,
-0.0025773236993700266,
0.007786380592733622,
0.006397521123290062,
0.0009726739954203367,
0.06779539585113525,
0.01694346033036709,
-0.010665090754628181,
-0.011641936376690865,
0.010232146829366684,
0.0024102693423628807,
0.00039778801146894693,
0.05034220218658447,
-0.008687018416821957,
-0.017052095383405685,
-0.004975465126335621,
0.0047030383720994,
0.008466065861284733,
-0.012019961141049862,
-0.012593792751431465,
-0.013399418443441391,
0.002666548592969775,
0.021300794556736946,
0.003723746631294489,
-0.014285554178059101,
0.00747913122177124,
-0.01721362955868244,
-0.011668065562844276,
0.014991269446909428,
-0.01200922392308712,
-0.0007288353517651558,
0.009508302435278893,
-0.01657511107623577,
0.033400870859622955,
0.022059408947825432,
0.008821433410048485,
0.011995915323495865,
-0.006120898295193911,
-0.011228866875171661,
-0.01054565329104662,
0.016997020691633224,
0.007649610750377178,
0.01028382033109665,
0.008121662773191929,
-0.0016998641658574343,
-0.012881310656666756,
0.005533479619771242,
-0.00639197276905179,
0.005952825304120779,
-0.03825914487242699,
0.010736712254583836,
0.03494484722614288,
-0.005450423341244459,
0.008158927783370018,
0.017219379544258118,
-0.0030106855556368828,
0.009728331118822098,
-0.03151264786720276,
-0.005626710131764412,
0.016872374340891838,
0.010030582547187805,
-0.0005437491927295923,
0.00866345502436161,
-0.01515129767358303,
0.00400850735604763,
-0.004263241775333881,
-0.008483373560011387,
0.010994812473654747,
-0.029887458309531212,
0.0020510023459792137,
-0.0015607662498950958,
0.002803183626383543,
0.0006955154240131378,
-0.011744160205125809,
0.0052695730701088905,
-0.02054295688867569,
0.0019757261034101248,
0.023562045767903328,
0.03002810850739479,
0.015544292517006397,
-0.004406230058521032,
-0.023645969107747078,
-0.00012057414278388023,
0.003826914820820093,
0.019506676122546196,
0.015995904803276062,
0.0037434077821671963,
0.004216380883008242,
-0.018706142902374268,
-0.020801905542612076,
0.0007172278128564358,
0.028289811685681343,
-0.0041847871616482735,
0.01076161302626133,
-0.004475114867091179,
0.033855438232421875,
0.001982560846954584,
-0.01414341852068901,
0.0009591591660864651,
-0.08200664073228836,
-0.0022418247535824776,
0.012880206108093262,
0.0011400808580219746,
0.013004684820771217,
-0.024463335052132607,
-0.012814758345484734,
0.025531267747282982,
-0.01677522622048855,
0.02038375660777092,
-0.005903337150812149,
0.029837841168045998,
-0.009620320051908493,
0.03353198617696762,
0.01800934225320816,
-0.01822284422814846,
0.008415250107645988,
0.008730094879865646,
0.004368121735751629,
-0.01851678639650345,
0.0055382647551596165,
-0.008980100974440575,
0.006123022176325321,
-0.006114092655479908,
-0.0070134857669472694,
-0.0031999703496694565,
0.00916924700140953,
0.0034834924153983593,
-0.012543562799692154,
0.00039276015013456345,
-0.0003973816055804491,
-0.028012715280056,
-0.006952845491468906,
-0.021251806989312172,
0.006313922815024853,
-0.025643382221460342,
-0.01994452252984047,
-0.02736186794936657,
0.003429305972531438,
0.003832569345831871,
0.013661710545420647,
0.014489904046058655,
-0.004026779904961586,
0.005355103872716427,
0.002906772308051586,
0.007286953739821911,
0.026602931320667267,
0.016286905854940414,
0.00975900050252676,
-0.011550405994057655,
0.024517975747585297,
-0.0145483473315835,
-0.01786169596016407,
0.004522218368947506,
0.0034787708427757025,
0.006055887322872877,
-0.009380478411912918,
0.012231877073645592,
-0.015735670924186707,
-0.013508506119251251,
-0.004633264150470495,
-0.007217330392450094,
0.017515501007437706,
-0.001443282002583146,
0.01966021955013275,
-0.017010141164064407,
0.014700065366923809,
0.0012991249095648527,
-0.01576326973736286,
0.015637055039405823,
-0.0019556069746613503,
-0.004165019374340773,
-0.010909546166658401,
-0.004576764069497585,
-0.003218571189790964,
-0.011135738343000412,
-0.015488061122596264,
-0.008996169082820415,
-0.011077682487666607,
-0.007610767614096403,
0.009571880102157593,
-0.010774396359920502,
-0.012204527854919434,
0.008873511105775833,
-0.02069517783820629,
-0.008588125929236412,
0.007531458977609873,
0.031932443380355835,
0.00773392990231514,
-0.011721771210432053,
0.0260560754686594,
-0.004190314561128616,
-0.002112672897055745,
0.006314619444310665,
-0.012271231040358543,
-0.01877172477543354,
-0.007540982216596603,
0.019601257517933846,
-0.00947890616953373,
0.008758462965488434,
-0.013404164463281631,
-0.0019595634657889605,
0.02580898255109787,
-0.008764870464801788,
0.033987633883953094,
0.00506183784455061,
-0.007541689556092024,
0.007290694862604141,
0.011026429943740368,
-0.006764903198927641,
-0.008967842906713486,
-0.0028195823542773724,
-0.0067515443079173565,
0.011881772428750992,
0.007466303184628487,
0.011331826448440552,
0.006552803795784712,
-0.012845049612224102,
0.07379691302776337,
0.003078266279771924,
0.010645447298884392,
0.0016449240501970053,
-0.012251579202711582,
-0.010589411482214928,
-0.0023215170949697495,
0.012016396969556808,
-0.010365410707890987,
-0.018091578036546707,
0.007911670953035355,
0.01187790185213089,
0.029719356447458267,
0.017142949625849724,
0.0034231028985232115,
0.013540197163820267,
0.008817789144814014,
0.01158677227795124,
-0.004956001415848732,
-0.005537732504308224,
0.0005498358514159918,
-0.00012695020996034145,
-0.02963676117360592,
-0.006643493194133043,
-0.007956734858453274,
-0.01362760178744793,
0.031040489673614502,
-0.01170836016535759,
0.01648806594312191,
0.0032381704077124596,
-0.008537931367754936,
0.03332804888486862,
-0.0032628122717142105,
-0.03166872262954712,
0.01761755347251892,
0.00010244338773190975,
-0.017671916633844376,
0.013285595923662186,
0.00786555651575327,
0.00922432541847229,
-0.0009286236017942429,
-0.010952707380056381,
0.023239966481924057,
0.005711160134524107,
-0.004935346078127623,
0.02275584638118744,
0.0027799587696790695,
-0.006135514471679926,
0.006503944285213947,
0.017015283927321434,
-0.0013174260966479778,
0.007608508691191673,
0.009033828973770142,
-0.007161443121731281,
-0.0023563327267766,
-0.020682180300354958,
0.01591505855321884,
-0.011888710781931877,
0.014756076969206333,
-0.017012229189276695,
-0.0061729829758405685,
0.0030384347774088383,
-0.0057213264517486095,
-0.019046083092689514,
0.006550140678882599,
-0.017257319763302803,
0.01396377757191658,
-0.009575210511684418,
0.0042309947311878204,
0.006351056043058634,
0.015134749002754688,
0.0026212800294160843,
-0.015448746271431446,
-0.004531683400273323,
0.004055309575051069,
0.0010481135686859488,
-0.004379170946776867,
0.015180802904069424,
0.009697787463665009,
0.002986898412927985,
-0.010673480108380318,
0.021042902022600174,
0.002137246076017618,
0.015706941485404968,
0.027189504355192184,
-0.0011724865762516856,
-0.00427723303437233,
-0.07504905015230179,
0.006155491340905428,
0.025880806148052216,
-0.0034966450184583664,
0.021952733397483826,
0.03932490944862366,
0.002664498519152403,
-0.015077064745128155,
-0.012520206160843372,
0.002535921288654208,
0.014956807717680931,
-0.008831164799630642,
0.013901997357606888,
-0.017118550837039948,
0.007066677324473858,
-0.012092866003513336,
-0.0020820507779717445,
0.0051523963920772076,
0.01298850029706955,
0.044781655073165894,
0.023115547373890877,
-0.018720008432865143,
-0.012751900590956211,
0.011392208747565746,
0.0008468322921544313,
-0.08276397734880447,
-0.00017699826275929809,
0.003963478375226259,
-0.0037436243146657944,
-0.0090026231482625,
-0.013242128305137157,
0.022260837256908417,
-0.017560621723532677,
0.022829528898000717,
-0.014072357676923275,
-0.014841840602457523,
0.006822964642196894,
-0.022365517914295197,
0.002922265324741602,
0.011833878234028816,
-0.007649528793990612,
0.008602365851402283,
0.002309270203113556,
-0.02026434987783432,
0.004361196421086788,
-0.006283223163336515,
-0.0053525809198617935,
-0.006942504085600376,
0.009671421721577644,
-0.008505258709192276,
-0.008775086142122746,
-0.018692178651690483,
0.009014934301376343,
0.009126381017267704,
-0.019296612590551376,
0.02459529973566532,
0.011553512886166573,
0.002507514087483287,
-0.010602831840515137,
0.008235825225710869,
-0.007613027468323708,
0.006380823906511068,
-0.008442257530987263,
-0.013798769563436508,
-0.014537589624524117,
-0.009192398749291897,
0.03885025531053543,
-0.012678454630076885,
-0.004593454301357269,
-0.024028290063142776,
-0.015575593337416649,
0.0075592175126075745,
-0.00561189092695713,
0.002725176280364394,
0.0009186847601085901,
0.003102385438978672,
0.00584349175915122,
0.03311453014612198,
0.006294440012425184,
0.005674722604453564,
0.028908979147672653,
-0.007038522977381945,
-0.0035275607369840145,
0.041028108447790146,
0.007090591825544834,
-0.000530830817297101,
0.017907459288835526,
-0.003840366378426552,
0.07292681932449341,
-0.02104935050010681,
0.01405816525220871,
-0.026840008795261383,
-0.0010873712599277496,
0.004381613805890083,
-0.015371488407254219,
0.008401806466281414,
-0.006337798200547695,
-0.013814548030495644,
0.013118147850036621,
-0.004601610824465752,
-0.007992271333932877,
0.0077109551057219505,
-0.010597591288387775,
-0.0013958688359707594,
0.00601216871291399,
-0.027803737670183182,
0.007302576210349798,
-0.005692208185791969,
0.0028643757104873657,
0.000260320957750082,
-0.01287836953997612,
0.0037064221687614918,
-0.0015420785639435053,
0.004313917830586433,
0.003422992303967476,
0.02028561942279339,
-0.012216079980134964,
0.00473328260704875,
0.008277044631540775,
0.020558055490255356,
0.007814088836312294,
-0.007740553468465805,
0.02762094885110855,
-0.003824937157332897,
-0.0004376424476504326,
0.0019105121027678251,
-0.013937804847955704,
-0.007613899651914835,
-0.016680801287293434,
0.004056285135447979,
0.001466166926547885,
-0.000813428545370698,
0.008177041076123714,
0.0017651598900556564,
0.02471092902123928,
-0.032096270471811295,
0.009927203878760338,
-0.005070049315690994,
-0.010496323928236961,
-0.004317703656852245,
0.0182451531291008,
-0.027927899733185768,
0.004816459491848946,
-0.01182350143790245,
-0.019436195492744446,
0.014815776608884335,
-0.0008410681039094925,
0.01982945203781128,
-0.01641491800546646,
0.006276573054492474,
-0.007862770929932594,
0.0009030845831148326,
0.024030370637774467,
-0.009414855390787125,
-0.05321355164051056,
-0.016965970396995544,
-0.019948840141296387,
0.013763073831796646,
-0.01950501836836338,
-0.0005970466881990433,
0.00509914243593812,
-0.0016487558605149388,
0.03497742861509323,
0.0008115414530038834,
0.001259796554222703,
0.008217338472604752,
0.0051537761464715,
0.0032163565047085285,
0.0014470639871433377,
0.012456819415092468,
-0.001979085151106119,
-0.017620986327528954,
-0.024527963250875473,
-0.015186909586191177,
-0.019330855458974838,
-0.0096374386921525,
-0.004293188918381929,
0.00795792043209076,
0.011547418311238289,
0.00429947255179286,
0.009036695584654808,
0.007342183962464333,
0.005700778216123581,
0.03200473636388779,
0.01203797198832035,
0.0058869365602731705,
-0.025758255273103714,
0.0020296380389481783,
0.027054980397224426,
-0.004684402607381344,
0.014312230050563812,
-0.006970524322241545,
0.0012035053223371506,
-0.010264011099934578,
-0.007597756572067738,
0.014757080934941769,
-0.013896206393837929,
-0.03184351325035095,
0.04034833237528801,
-0.006305319257080555,
0.009533006697893143,
0.00118942279368639,
-0.00416354276239872,
0.00788961723446846,
0.0020677344873547554,
0.005086973309516907,
0.001819036202505231,
-0.0030132969841361046,
0.013338405638933182,
0.016496436670422554,
0.010091951116919518,
0.016666993498802185,
0.010916687548160553,
-0.014695560559630394,
-0.007936394773423672,
-0.007655813358724117,
0.01435879897326231,
0.017662163823843002,
0.014942068606615067,
0.008366558700799942,
-0.002450783271342516,
0.005251623224467039,
-0.011438754387199879,
-0.007968178018927574,
0.02889539673924446,
-0.023568429052829742,
0.006502436939626932,
-0.017640165984630585,
-0.011955613270401955,
-0.01084219478070736,
0.0061112320981919765,
0.011271238327026367,
0.006971791386604309,
-0.02527914196252823,
-0.007634733337908983,
-0.001982857007533312,
0.007104462943971157,
0.014188043773174286,
-0.011650155298411846,
0.005515019875019789,
0.00020387908443808556,
-0.0035437813494354486,
0.004214747343212366,
0.0036516604013741016,
0.008782749995589256,
0.00427580950781703,
0.01140776090323925,
0.00033486669417470694,
-0.014015107415616512,
0.005964542273432016,
-0.0020889583975076675,
0.0033902449067682028,
0.0014548804610967636,
-0.016763022169470787,
0.007605229504406452,
-0.0026589808985590935,
-0.005154188256710768,
-0.020904622972011566,
-0.015841491520404816,
-0.022522319108247757,
-0.005957135930657387,
0.00002317107282578945,
-0.02387751266360283,
-0.012372230179607868,
-0.02547532320022583,
0.004713130183517933,
-0.00756817776709795,
0.003967564553022385,
-0.0006219581700861454,
-0.009626327082514763,
0.0006907065398991108,
-0.007138429209589958,
-0.0067119356244802475,
-0.005216230638325214,
-0.0008709249086678028,
0.01583225652575493,
-0.001383304363116622,
0.013475037179887295,
0.004470405634492636,
0.012674269266426563,
-0.023476701229810715,
-0.003137440187856555,
0.007957657799124718,
0.008565896190702915,
-0.0022115432657301426,
-0.02491031587123871,
0.0005847252905368805,
0.012574722990393639,
-0.017048757523298264,
0.0004938311758451164
] | [
0.2509456276893616,
-0.5026128888130188,
0.5439955592155457,
0.32478100061416626,
-0.09348507970571518,
-0.31938260793685913,
0.41014036536216736,
-0.33281251788139343,
-0.16424810886383057,
-0.5836855173110962,
-0.40455690026283264,
0.5849218964576721,
0.35465797781944275,
0.35939398407936096,
-0.3637046217918396,
1.028696060180664,
0.6754289865493774,
0.05392005667090416,
-0.04467184469103813,
-0.4683484435081482,
-0.3593616783618927,
-0.056564364582300186,
0.5669482350349426,
-0.0328216589987278,
-0.25259068608283997,
0.38203445076942444,
0.20238448679447174,
0.21584655344486237,
0.0020389046985656023,
-0.09313259273767471,
-0.12056271731853485,
0.4581281840801239,
-0.34485167264938354,
-0.4432801306247711,
0.526897668838501,
-0.11108677834272385,
-0.20259469747543335,
-0.18808864057064056,
0.040265362709760666,
-0.8050343990325928,
0.05153435096144676,
-0.11815804988145828,
-0.24760258197784424,
0.4859558045864105,
-0.2817710340023041,
0.0003906010533683002,
-0.9588208794593811,
-0.26385757327079773,
-0.14890410006046295,
-0.28613603115081787,
-0.39909952878952026,
0.7013700604438782,
0.3120160698890686,
0.3342618942260742,
-0.11687526106834412,
-0.3449905514717102,
-0.21626222133636475,
-0.5178302526473999,
0.5851421356201172,
-0.27210336923599243,
0.08019950985908508,
-0.27535712718963623,
-0.6470786333084106,
0.4645979702472687,
-0.16037577390670776,
0.3367832899093628,
0.20039640367031097,
-0.4597708582878113,
-0.8148157596588135,
0.10037587583065033,
0.6327562928199768,
-0.17265065014362335,
0.07286570221185684,
0.18350285291671753,
-0.17482832074165344,
0.3598070442676544,
-0.08964501321315765,
-0.5489850640296936,
-0.04425814002752304,
0.02235819399356842,
-0.38347065448760986,
0.22586692869663239,
0.5944922566413879,
-0.41304314136505127,
0.8319869637489319,
-0.19128522276878357,
-0.06549449265003204,
0.6562288403511047,
-0.7055662870407104,
0.4595756232738495,
-0.2871277928352356,
-0.262532502412796,
0.5163272023200989,
0.3516453504562378,
0.09297937154769897,
0.2324177324771881,
-0.2784082889556885,
0.0031386027112603188,
0.36075273156166077,
0.4214080274105072,
-0.13052557408809662,
-0.09678072482347488,
-0.16007280349731445,
-0.37043628096580505,
-0.5789626836776733,
-0.16215211153030396,
-0.6418395638465881,
-0.18331608176231384,
-0.4796965420246124,
0.3437056839466095,
-0.7302247285842896,
0.4646882116794586,
-0.07266813516616821,
-0.17888160049915314,
-0.46435150504112244,
-0.27180492877960205,
0.23792526125907898,
-0.08709914982318878,
-0.25772953033447266,
0.28663885593414307,
-0.09193263202905655,
1.1895843744277954,
0.33168601989746094,
0.3329314887523651,
0.07921302318572998,
0.04893437772989273,
0.4308145046234131,
0.5237731337547302,
-0.6379413604736328,
0.026344507932662964,
0.574883222579956,
1.2351607084274292,
-0.2712737023830414,
0.3722771108150482,
-0.5159952044487,
-0.39653754234313965,
-0.02318708226084709,
0.05415448546409607,
0.41164669394493103,
-0.3015282452106476,
-0.3150177299976349,
-0.261307030916214,
-0.20874905586242676,
0.44070613384246826,
0.07136497646570206,
-0.4444532096385956,
-0.18556877970695496,
0.04636642709374428,
-0.3610394597053528,
-0.23321124911308289,
-0.013782097026705742,
0.28112033009529114,
-0.48323535919189453,
-0.3274754285812378,
-0.3483181297779083,
0.530856192111969,
-0.2629961669445038,
-0.21562358736991882,
-0.13224384188652039,
0.49240565299987793,
-0.5645889639854431,
0.2546783685684204,
-0.4545469582080841,
0.15571725368499756,
0.37314707040786743,
-0.4395201802253723,
-0.22174125909805298,
0.08111778646707535,
0.30613037943840027,
0.5059277415275574,
-0.03621087223291397,
0.23671694099903107,
0.024682996794581413,
-0.723621129989624,
-0.10473572462797165,
-0.020310332998633385,
0.3749883770942688,
0.25172632932662964,
0.28734728693962097,
-0.3825511634349823,
-0.7071897387504578,
0.0007021400379016995,
0.398420125246048,
-0.11665789783000946,
-0.021077975630760193,
0.19506913423538208,
0.7302761077880859,
0.45416396856307983,
-0.16365425288677216,
-0.18131013214588165,
-0.6756458878517151,
-0.1092202216386795,
0.5739226937294006,
-0.7079706788063049,
0.9592719078063965,
0.21169978380203247,
0.2739141881465912,
1.2893328666687012,
-0.519669234752655,
0.25129514932632446,
0.2916857600212097,
-0.005184534005820751,
0.3834601938724518,
-0.24752704799175262,
-0.10275770723819733,
0.2055141031742096,
0.17406445741653442,
-0.08267812430858612,
-0.5084373950958252,
-0.6216590404510498,
0.7267988324165344,
-0.6577876210212708,
-0.27665433287620544,
-0.5757173895835876,
0.33681637048721313,
-0.21787528693675995,
0.056678734719753265,
-0.0613827183842659,
0.18008258938789368,
-0.18676188588142395,
0.9058916568756104,
-0.47608867287635803,
0.34812068939208984,
0.3815997540950775,
-0.44259530305862427,
0.4072084426879883,
-0.002716376446187496,
-0.13769321143627167,
0.9857465028762817,
-0.23677361011505127,
-0.40949806571006775,
-0.626911997795105,
-0.1655372977256775,
-0.28911375999450684,
-0.04340001195669174,
-0.10106542706489563,
0.07060132175683975,
-0.09232454746961594,
0.3119232654571533,
-0.3062030076980591,
-0.40622299909591675,
0.11022534966468811,
-0.34863370656967163,
0.16668051481246948,
0.46916860342025757,
-0.011877073906362057,
0.01667715050280094,
0.41156479716300964,
-0.5455902814865112,
-0.08216840773820877,
0.4728395640850067,
0.499996155500412,
0.20937399566173553,
-0.6544700264930725,
0.1469675898551941,
0.24580617249011993,
-0.09295961260795593,
-0.18781644105911255,
-0.04169392213225365,
-0.06335239857435226,
-0.24316677451133728,
0.2794613540172577,
-0.38145893812179565,
-0.2817555069923401,
-0.029064279049634933,
-0.46581223607063293,
-0.8618994951248169,
-0.7676832675933838,
1.1445891857147217,
0.1397913098335266,
0.1711704432964325,
-0.10298386961221695,
-0.32072004675865173,
0.29072046279907227,
-0.5118227005004883,
-0.46711912751197815,
0.5924074053764343,
0.05409594997763634,
-0.6736518144607544,
-0.3719756007194519,
0.1725437343120575,
0.6098824739456177,
0.7827797532081604,
-0.4619554877281189,
-0.3554195761680603,
-0.1404663622379303,
-0.04853241518139839,
0.23800772428512573,
-0.40611302852630615,
-0.6475352644920349,
-0.2461121678352356,
0.4937753677368164,
0.18411558866500854,
-0.07339300960302353,
0.14477621018886566,
0.7913123369216919,
0.04171718657016754,
-0.27576175332069397,
0.3600241541862488,
0.1265932321548462,
-0.6233575344085693,
0.20521442592144012,
-0.4026123881340027,
-0.29635170102119446,
-0.4492144286632538,
-0.1972833126783371,
-0.5657192468643188,
0.283317893743515,
-5.7417192459106445,
0.2916843593120575,
-0.5690910220146179,
0.3937731087207794,
-0.044804494827985764,
-0.23202165961265564,
0.5142846703529358,
0.02270609512925148,
0.0604376494884491,
-0.6381157040596008,
-0.09495701640844345,
0.26748815178871155,
0.27341216802597046,
0.5269734263420105,
0.3230295479297638,
-0.07337617874145508,
0.9336169958114624,
0.35755452513694763,
0.5018808841705322,
0.027757108211517334,
0.05470418930053711,
-0.15726670622825623,
0.055685751140117645,
0.01809307187795639,
-0.04144245386123657,
0.6049840450286865,
-0.4648769199848175,
0.30989572405815125,
-0.4362553358078003,
-0.48311546444892883,
-0.2576289474964142,
-0.5712534785270691,
-0.33764001727104187,
-0.3488130271434784,
-0.025719773024320602,
0.020802851766347885,
-0.029932953417301178,
-0.02351132407784462,
0.41983523964881897,
-0.5774046778678894,
0.11742343753576279,
0.1544969230890274,
-0.03735926002264023,
0.18657636642456055,
0.0035085990093648434,
0.13466276228427887,
-0.24889129400253296,
-0.009930094704031944,
0.3030420243740082,
0.9071173071861267,
-0.38180625438690186,
-0.20488719642162323,
0.6251165270805359,
0.16355721652507782,
-0.14894039928913116,
-0.6258137226104736,
-0.050237987190485,
0.38241326808929443,
-0.4475436508655548,
0.609390914440155,
-0.16981486976146698,
-0.11373315006494522,
-0.07581279426813126,
-0.8939604163169861,
-0.2015344202518463,
0.33249974250793457,
-0.94865882396698,
-0.4450477957725525,
0.24468615651130676,
-0.004974925424903631,
-0.23320908844470978,
0.08348967880010605,
0.2915616035461426,
-0.35748201608657837,
0.5601316690444946,
-0.574493944644928,
-0.09071929007768631,
-0.291761189699173,
-0.04582047834992409,
0.5156660676002502,
0.06466700881719589,
-0.6324289441108704,
-0.14570853114128113,
-0.004113697446882725,
0.11142652481794357,
-0.5890263915061951,
0.3704644441604614,
-0.18179656565189362,
0.17168869078159332,
-0.16945618391036987,
0.30933257937431335,
-0.36347299814224243,
-0.04309587553143501,
0.2758006751537323,
0.7240232825279236,
0.2831721007823944,
0.3758874535560608,
0.5257889032363892,
0.4471324384212494,
-0.09228583425283432,
0.7377320528030396,
-0.2634899914264679,
0.11940570920705795,
-1.0083591938018799,
0.010602811351418495,
0.1027158573269844,
-0.3708634078502655,
0.35186758637428284,
0.5655014514923096,
-0.18470561504364014,
-0.028124552220106125,
0.06450113654136658,
-0.9271259307861328,
0.15933601558208466,
0.35228726267814636,
0.06793231517076492,
-0.4773964583873749,
-0.003627136116847396,
0.0755995586514473,
0.17017921805381775,
0.5746514201164246,
0.17908748984336853,
0.6579206585884094,
-0.055501338094472885,
0.10251859575510025,
0.0722682774066925,
0.3901967406272888,
0.4441695213317871,
-0.21440990269184113,
-0.1713435798883438,
0.5144066214561462,
0.4889562129974365,
-0.3799426257610321,
0.0845458060503006,
0.21692009270191193,
-0.3748444616794586,
-0.30421507358551025,
0.056246642023324966,
-0.10574864596128464,
-0.41865572333335876,
0.2814190685749054,
-0.31339144706726074,
-0.09629587829113007,
0.14087921380996704,
0.547644853591919,
0.28075045347213745,
-0.07526201754808426,
-0.492238312959671,
-0.1425940841436386,
0.19491362571716309,
-0.28894972801208496,
-0.32032978534698486,
0.018164899200201035,
-0.458059698343277,
0.30585265159606934,
0.08878162503242493,
0.49037542939186096,
-0.4265422821044922,
0.6670903563499451,
-0.4926399886608124,
0.030137378722429276,
0.44800522923469543,
-0.9792035222053528,
0.383729487657547,
0.22220873832702637,
-0.5118626356124878,
-0.6857911348342896,
-0.3349602520465851,
0.11101193726062775,
0.3500359356403351,
-0.6373653411865234,
-0.2354147583246231,
-0.3058425486087799,
-0.4001329839229584,
0.11354248225688934,
0.38786160945892334,
-0.04341759905219078,
0.3133034110069275,
0.5464056730270386,
0.16641594469547272,
0.21967944502830505,
0.20853038132190704,
-0.3071053922176361,
0.430042564868927,
0.8655175566673279,
0.01990501955151558,
-0.4651816189289093,
0.7174190282821655,
-0.7913728952407837,
-0.05500143766403198,
0.6126022338867188,
0.24559515714645386,
0.38528972864151,
0.5346342921257019,
-0.14213450253009796,
-0.39577624201774597,
0.46297621726989746,
0.8384530544281006,
-0.018821893259882927,
-0.033295001834630966,
0.22063235938549042,
0.06316617131233215,
-0.36484843492507935,
0.6006866693496704,
-0.0023584638256579638,
-0.2579873204231262,
-0.04334772005677223,
0.06418502330780029,
-0.3289370536804199,
-0.23106691241264343,
-0.46583840250968933,
-0.4358852505683899,
-0.11093985289335251,
0.033052198588848114,
-0.1009293794631958,
-0.41033512353897095,
0.22142507135868073,
-0.38055869936943054,
-0.21774645149707794,
-0.08643625676631927,
0.07195266336202621,
-0.6235470771789551,
0.27149105072021484,
0.24460016191005707,
-0.6150818467140198,
-0.08296529203653336,
-0.13845215737819672,
-0.8025712370872498,
-0.6199039220809937,
0.10712485760450363,
0.09233606606721878,
-0.6390432119369507,
0.6338258981704712,
0.040608037263154984,
-0.11676985770463943,
0.08004064857959747,
-0.19600677490234375,
0.32091328501701355,
-0.5200614929199219,
-0.041606172919273376,
0.06075761467218399,
0.6410859823226929,
-0.20578208565711975,
-0.4224597215652466,
-0.35373616218566895,
0.04762667044997215,
0.5685490369796753,
-0.3146030306816101,
-0.7063642740249634,
-0.005664672702550888,
0.6575460433959961,
-0.06872091442346573,
-0.39771905541419983,
-0.19307978451251984,
1.348206639289856,
0.034032586961984634,
0.21141299605369568,
-1.2067551612854004,
0.152817040681839,
0.33836841583251953,
0.06860895454883575,
-0.30135539174079895,
0.006372490897774696,
-0.14158375561237335,
0.5500434041023254,
0.017917219549417496,
0.01706092059612274,
-0.573592483997345,
0.25091877579689026,
-0.7411229610443115,
0.17431500554084778,
0.3875217139720917,
0.06419587880373001,
0.4480154514312744,
0.16631503403186798,
0.1593286246061325,
-0.29186004400253296,
-0.3229133188724518,
-0.24880054593086243,
0.06821314990520477,
-0.2808690369129181,
-0.3609737455844879,
-0.3164210021495819,
-0.21493767201900482,
0.1876680850982666,
0.07775446772575378,
0.1463770866394043,
0.19316068291664124,
-0.023271270096302032,
-0.06560972332954407,
-0.554705023765564,
-0.22634835541248322,
-0.821520209312439,
-0.14191216230392456,
-0.3045899271965027,
-0.07191574573516846,
0.13411855697631836,
0.185226708650589,
-0.0514557845890522,
-0.055074866861104965,
-0.2093123346567154,
0.9779823422431946,
0.21144309639930725,
-0.6954353451728821,
0.37046128511428833,
0.15385644137859344,
0.5206345319747925,
0.5201172828674316,
0.6701719164848328,
-0.18041157722473145,
0.45204901695251465,
0.2634957730770111,
0.30690863728523254,
0.5653970837593079,
-0.3285680413246155,
-0.4779161810874939,
0.33329808712005615,
0.2616710662841797,
0.47437822818756104,
0.1901671439409256,
0.3270827829837799,
0.3429446816444397,
0.6383100748062134,
-0.2320985049009323,
-0.7937848567962646,
1.0539048910140991,
-0.49957191944122314,
-0.5752785801887512,
0.07594618946313858,
0.3594225347042084,
0.297745019197464,
0.5815979242324829,
-0.514076292514801,
0.1394554078578949,
0.12433327734470367,
0.11864706873893738,
0.23640753328800201,
0.2476913034915924,
-0.02849394455552101,
0.4289871156215668,
0.7518708109855652,
0.2528045177459717,
-0.11650071293115616,
0.3424829840660095,
-0.39745694398880005,
0.6444441676139832,
0.16088534891605377,
0.05528022348880768,
0.05898670479655266,
-0.05502503365278244,
0.08356162160634995,
-0.21137727797031403,
0.24209259450435638,
0.08371675759553909,
-0.23266297578811646,
-0.4294467568397522,
0.5623574256896973,
-0.3436890244483948,
-0.19194303452968597,
0.27875232696533203,
0.07858508825302124,
0.43820756673812866,
-0.469893217086792,
0.2320995330810547,
-0.5821959972381592,
-0.21732701361179352,
0.6378179788589478,
-0.09506738185882568,
0.013657747767865658,
0.06309785693883896,
0.034448862075805664,
0.3720879554748535,
-0.4529936909675598,
0.4930042326450348,
0.13079732656478882,
-0.78179931640625,
0.04544563591480255,
0.2451053261756897,
-0.5510469675064087,
0.3850938081741333,
0.1697804182767868,
0.4493620693683624,
0.17342068254947662,
-0.46439018845558167,
0.18621765077114105,
0.04921603575348854,
0.08370080590248108,
-0.3176296055316925,
0.44574442505836487,
-0.012619356624782085,
0.31436294317245483,
-0.8434481024742126,
-0.684103786945343,
0.5054092407226562,
-0.37631362676620483,
-0.0013912298018112779,
-0.30407974123954773,
0.7373795509338379,
0.6449626684188843,
0.39366137981414795,
0.25700220465660095,
0.5574631690979004,
0.19533096253871918,
0.7589364647865295,
-1.0216516256332397,
0.32947468757629395,
-0.4267292022705078,
-0.14639347791671753,
-0.6579025983810425,
-0.018208682537078857,
1.0335040092468262,
0.8549481630325317,
-0.12150251865386963,
-0.03901654854416847,
-0.3221730589866638,
-0.1286289095878601,
0.318424791097641,
-0.31563013792037964,
-0.012262376956641674,
-0.29861873388290405,
-0.35742178559303284,
-0.2379845231771469,
0.3834385275840759,
-0.35868915915489197,
0.22319458425045013,
-0.6384325623512268,
-0.04693175107240677,
0.3167005479335785,
-0.5683512687683105,
0.06071022152900696,
-0.1838337481021881,
-0.5105141401290894,
-0.5267792344093323,
0.8570200204849243,
-0.9182752966880798,
0.6552625894546509,
0.04142022877931595,
0.01764552854001522,
0.2789066731929779,
-0.4358522295951843,
-0.24542950093746185,
-0.2260795682668686,
-0.2851012647151947,
0.15443700551986694,
-0.3753582835197449,
0.43432241678237915,
-0.2762566804885864,
-0.448493093252182,
-0.7108132839202881,
0.6482040882110596,
0.17181003093719482,
-0.2007407695055008,
0.1726732701063156,
-0.12823396921157837,
-0.26101937890052795,
-0.17080038785934448,
-0.03225547447800636,
-0.016201497986912727,
-0.3687518835067749,
-0.21973082423210144
] |
In recent years, deep artificial neural networks (including recurrent ones) have won numerous contests in pattern recognition and machine learning. This historical survey compactly summarizes relevant work, much of it from the previous millennium. Shallow and Deep Learners are distinguished by the depth of their credit assignment paths, which are chains of possibly learnable, causal links between actions and effects. I review deep supervised learning (also recapitulating the history of backpropagation), unsupervised learning, reinforcement learning & evolutionary computation, and indirect search for short programs encoding deep and large networks. | [
-0.007527135778218508,
0.011463731527328491,
0.00011479115346446633,
0.014090270735323429,
0.004728003405034542,
-0.026525279507040977,
0.009241661988198757,
-0.0012342402478680015,
-0.009087398648262024,
-0.005459123756736517,
-0.009287917986512184,
0.013546722009778023,
-0.006791357882320881,
0.006666368339210749,
0.016622336581349373,
0.023732256144285202,
0.017617885023355484,
0.013867675326764584,
0.005267327651381493,
-0.011492574587464333,
0.01880723237991333,
0.009000117890536785,
0.009576821699738503,
0.004219928756356239,
-0.005079613532871008,
-0.007079827133566141,
-0.0006913175457157195,
-0.0076955948024988174,
0.01347042340785265,
-0.006834129802882671,
0.004661323502659798,
0.018051471561193466,
0.004482562653720379,
0.047069404274225235,
0.0013574823969975114,
-0.008333785459399223,
0.0019952752627432346,
0.0150187648832798,
0.009048891253769398,
-0.002219191985204816,
0.0076031191274523735,
-0.005030251108109951,
0.0034269990865141153,
-0.004451174754649401,
-0.009173620492219925,
-0.002662037964910269,
-0.005647258833050728,
0.01869589276611805,
-0.0151484664529562,
0.011189800687134266,
-0.01628677360713482,
0.014836332760751247,
-0.003296805778518319,
0.02612418308854103,
-0.006103155668824911,
-0.01409608218818903,
0.01872963458299637,
0.008589589037001133,
0.0012591872364282608,
0.00672958604991436,
-0.006602964363992214,
0.020639261230826378,
-0.017505494877696037,
0.0014020008966326714,
-0.042757339775562286,
-0.0671607181429863,
-0.005712233018130064,
0.0161979328840971,
-0.012340451590716839,
0.013917844742536545,
0.016863549128174782,
0.004880940541625023,
-0.012457650154829025,
0.031928449869155884,
0.009844144806265831,
0.025373168289661407,
-0.010386178269982338,
0.008746864274144173,
-0.012591601349413395,
0.02325994148850441,
-0.028654664754867554,
0.023196779191493988,
0.04595222324132919,
0.02359176240861416,
-0.022435570135712624,
-0.011877001263201237,
-0.007335491944104433,
-0.0050735510885715485,
0.007378971669822931,
0.026150686666369438,
0.027296019718050957,
0.0010203637648373842,
-0.025530360639095306,
0.008810508996248245,
-0.014064723625779152,
-0.0010095019824802876,
0.0005069742328487337,
0.009020145982503891,
-0.004822056274861097,
0.025179840624332428,
-0.017926625907421112,
0.028481824323534966,
0.01923174224793911,
-0.0396525040268898,
-0.0009640651987865567,
0.009205556474626064,
0.0053885867819190025,
-0.0034714729990810156,
-0.014914801344275475,
0.004667719826102257,
0.01588510163128376,
-0.016516229137778282,
-0.021005457267165184,
-0.00044734810944646597,
0.017331615090370178,
-0.004155914299190044,
0.02439957857131958,
-0.005415057763457298,
-0.002569083124399185,
-0.012200080789625645,
-0.01028717216104269,
-0.009384696371853352,
-0.005471575539559126,
0.007039783988147974,
0.008700989186763763,
0.0074060349725186825,
-0.004341271705925465,
-0.037920862436294556,
0.014153644442558289,
0.007777712307870388,
-0.01092835795134306,
0.008430080488324165,
0.015388241037726402,
-0.012346098199486732,
-0.007376220542937517,
-0.012765617109835148,
0.007535231299698353,
-0.004322354216128588,
-0.00006211185245774686,
-0.021099014207720757,
0.029008200392127037,
0.005554188508540392,
0.002216020133346319,
0.020579196512699127,
0.012775682844221592,
-0.00954523403197527,
-0.015187567099928856,
0.01742640696465969,
0.001104671973735094,
0.010133989155292511,
0.0008343697991222143,
0.007892530411481857,
-0.020027752965688705,
-0.005161276552826166,
-0.011736888438463211,
0.03554411232471466,
-0.021399006247520447,
0.012640113942325115,
-0.013497484847903252,
-0.00975763238966465,
0.01269401516765356,
-0.018931163474917412,
0.0053801462054252625,
0.008907336741685867,
0.003541117301210761,
0.01544315554201603,
0.0021268439013510942,
0.0023132043424993753,
-0.012026102282106876,
0.002513350686058402,
-0.00031119471532292664,
0.026565445587038994,
-0.02623896487057209,
0.010275013744831085,
-0.033075686544179916,
0.006918436381965876,
0.003770033363252878,
0.007259593810886145,
-0.015847044065594673,
0.06702170521020889,
0.015671469271183014,
-0.02661934308707714,
0.013571949675679207,
0.015309397131204605,
0.018733803182840347,
-0.0026151519268751144,
0.029248183593153954,
-0.011799349449574947,
0.026239367201924324,
0.0032109261956065893,
-0.01593577302992344,
0.045857131481170654,
0.0016291000647470355,
-0.010770732536911964,
0.0010984849650412798,
0.0034696264192461967,
0.003522691549733281,
-0.010832305997610092,
-0.0092001399025321,
0.006355160381644964,
0.015895038843154907,
0.003994734026491642,
0.004852637182921171,
0.0072527979500591755,
-0.01733364537358284,
-0.006015956401824951,
0.01100549940019846,
0.022847160696983337,
0.008960052393376827,
0.024853484705090523,
0.013865476474165916,
0.009035739116370678,
0.0021636385936290026,
-0.004785701632499695,
0.01590142957866192,
0.0030715784523636103,
0.027148017659783363,
0.0404524989426136,
0.003496961435303092,
-0.012158053927123547,
-0.000043177962652407587,
0.005635474808514118,
0.038775790482759476,
-0.014388728886842728,
0.013495605438947678,
0.005533513147383928,
-0.005114894360303879,
0.00992311630398035,
0.013059236109256744,
-0.010682757943868637,
0.0015107124345377088,
-0.02020411193370819,
-0.005280024372041225,
0.009455140680074692,
0.013785059563815594,
-0.014683336019515991,
0.011239941231906414,
-0.013546465896070004,
0.009345946833491325,
-0.0022872125264257193,
-0.013888704590499401,
-0.01920386776328087,
-0.011745578609406948,
-0.011341013014316559,
0.01604909636080265,
0.0018315754132345319,
-0.009278842248022556,
-0.0008373932796530426,
0.010682312771677971,
-0.011124505661427975,
0.002756916917860508,
0.013214937411248684,
-0.007067633792757988,
0.011383799836039543,
-0.007939278148114681,
-0.002305481117218733,
0.021339239552617073,
-0.006181990262120962,
0.023638946935534477,
-0.0001196081648231484,
0.004659514874219894,
0.007718726992607117,
0.019479233771562576,
-0.03638128563761711,
-0.017088226974010468,
0.009146547876298428,
0.03513961657881737,
0.0023722408805042505,
-0.008646287024021149,
0.011695514433085918,
0.0028001307509839535,
-0.01014186255633831,
0.006157117895781994,
-0.0817631259560585,
0.0004297990817576647,
-0.013669934123754501,
0.012031091377139091,
0.01082516834139824,
-0.0011722274357452989,
-0.020747987553477287,
0.0251635629683733,
-0.01984480582177639,
0.00087618303950876,
0.01937582902610302,
0.021170921623706818,
-0.01381779182702303,
0.050563231110572815,
0.02778371050953865,
-0.013220866210758686,
0.01073366217315197,
0.00807045865803957,
0.0036871598567813635,
-0.006376974284648895,
0.019534194841980934,
-0.03047954849898815,
0.0027298994828015566,
-0.01650470308959484,
-0.022730190306901932,
-0.0029587293975055218,
0.003986629191786051,
0.009801304899156094,
0.003727890783920884,
0.0019078610930591822,
-0.014690817333757877,
-0.02227656915783882,
-0.024347275495529175,
-0.004357155878096819,
0.010703997686505318,
-0.032998573035001755,
-0.0073589445091784,
-0.01576685905456543,
-0.01284059602767229,
-0.011066222563385963,
0.01650802046060562,
0.015082737430930138,
-0.009846045635640621,
0.0067267995327711105,
0.01369953341782093,
0.01998491957783699,
0.008464074693620205,
-0.0011518326355144382,
0.012395365163683891,
-0.011660636402666569,
0.019083121791481972,
0.0017256522551178932,
0.009695860557258129,
0.0022925520315766335,
-0.005467176903039217,
-0.002634279662743211,
0.01665727235376835,
0.038798198103904724,
-0.01310245506465435,
-0.013616089709103107,
-0.008068590424954891,
-0.03550136089324951,
0.013090891763567924,
0.013978313654661179,
0.006467659957706928,
-0.0074360971339046955,
0.009740682318806648,
0.008461954072117805,
0.021909939125180244,
0.02368728257715702,
-0.01101757399737835,
-0.009222718887031078,
-0.019790034741163254,
-0.00415683863684535,
0.016733858734369278,
-0.013921347446739674,
-0.014909051358699799,
-0.014510289765894413,
-0.03016924299299717,
-0.0024061689618974924,
0.00728628970682621,
0.012900826521217823,
0.02552332729101181,
-0.004295216873288155,
-0.022318726405501366,
0.012036356143653393,
0.005706192925572395,
0.021298956125974655,
0.01071396004408598,
-0.011858014389872551,
0.00811035931110382,
-0.004309292417019606,
0.04720115661621094,
0.009313596412539482,
0.009354285895824432,
-0.030524056404829025,
0.000004057884325447958,
-0.0009407342877238989,
-0.028362417593598366,
0.00928953941911459,
-0.005278493743389845,
0.008507694117724895,
0.020307937636971474,
-0.010825849138200283,
0.01263034250587225,
0.009796081110835075,
0.0043862974271178246,
0.021172789856791496,
-0.00322781247086823,
-0.006752600893378258,
-0.0038667821791023016,
0.014807677827775478,
-0.007662402931600809,
-0.000018432378055877052,
0.010096611455082893,
-0.0011824509128928185,
-0.0030277075711637735,
-0.01089010015130043,
0.07257097214460373,
0.010202939622104168,
0.002783034695312381,
0.0048467740416526794,
0.009246681816875935,
-0.01157799456268549,
-0.019508227705955505,
0.04180501028895378,
-0.015595398843288422,
-0.0059331078082323074,
0.011371372267603874,
0.002273101359605789,
-0.0038351009134203196,
0.010573740117251873,
-0.01274463627487421,
-0.006274784449487925,
-0.00149429845623672,
0.048881180584430695,
-0.005341539159417152,
-0.022537244483828545,
0.009513502940535545,
-0.009327445179224014,
0.008626907132565975,
0.001487125875428319,
0.0019456662703305483,
-0.06170979142189026,
0.010282939299941063,
-0.01405117567628622,
0.007115951739251614,
0.002967494772747159,
-0.0059257070533931255,
0.016890015453100204,
-0.0036571829114109278,
0.0014965615700930357,
0.004408048000186682,
0.003725011134520173,
0.015721214935183525,
0.0012824011500924826,
0.0017876086058095098,
0.007574861403554678,
-0.0017795644234865904,
-0.01086467131972313,
0.02382691204547882,
0.013897831551730633,
-0.013005251996219158,
0.033312492072582245,
-0.019654186442494392,
-0.0029605019371956587,
-0.01607527583837509,
0.001771352719515562,
-0.010819675400853157,
-0.002061279024928808,
0.002789682475849986,
0.01795908436179161,
0.00011914014612557366,
-0.005088228732347488,
0.007739362772554159,
-0.010094240307807922,
0.003973045386373997,
0.005867513827979565,
-0.02257484383881092,
-0.010334428399801254,
0.01317321415990591,
-0.02534911409020424,
0.005719741806387901,
-0.018366750329732895,
0.012028140015900135,
-0.028436338528990746,
0.003551830304786563,
0.014234994538128376,
0.0007957600173540413,
0.004729911684989929,
-0.029480203986167908,
0.002098380122333765,
0.01080119889229536,
-0.0016581822419539094,
0.0008723993087187409,
-0.0030662305653095245,
-0.014376886188983917,
-0.0030175279825925827,
-0.01600034162402153,
-0.01955161616206169,
-0.008247461169958115,
0.006633046083152294,
-0.007913388311862946,
0.001874322653748095,
-0.004117619711905718,
-0.07473539561033249,
-0.00454154796898365,
0.000685866572894156,
-0.005241938401013613,
0.0034793801605701447,
0.04872666671872139,
0.0004810936516150832,
0.0015214629238471389,
-0.012854564003646374,
0.004548157099634409,
-0.008722066879272461,
-0.029239781200885773,
-0.007465006783604622,
0.00947641022503376,
0.013745992444455624,
-0.00789728108793497,
-0.008338907733559608,
0.01569456420838833,
0.029897421598434448,
0.016486158594489098,
0.015977714210748672,
-0.016553526744246483,
0.010431650094687939,
0.013428797014057636,
-0.0018422966822981834,
-0.0815923660993576,
-0.009088919498026371,
-0.006035210564732552,
-0.009535119868814945,
-0.027587730437517166,
0.001913919229991734,
0.017620749771595,
0.0018251604633405805,
0.012123933993279934,
-0.015791380777955055,
-0.009848338551819324,
0.002269703894853592,
-0.008898813277482986,
0.02110333926975727,
-0.024296550080180168,
-0.002111841691657901,
0.00262870779260993,
-0.002368409186601639,
-0.007720166817307472,
0.011693160980939865,
0.0017820034408941865,
0.009231354109942913,
-0.008318525739014149,
0.008850510232150555,
-0.010556736961007118,
-0.025189898908138275,
-0.022892344743013382,
0.008383220992982388,
-0.007273076567798853,
-0.0378318727016449,
0.03262399509549141,
-0.0025184641126543283,
0.008244424127042294,
0.0027940303552895784,
0.015713922679424286,
-0.010655626654624939,
-0.000600658415351063,
-0.013526299968361855,
-0.005739730782806873,
0.002586986171081662,
-0.007445597555488348,
0.01890549436211586,
-0.008046522736549377,
0.0023316044826060534,
-0.00736260786652565,
-0.018077747896313667,
0.004502265714108944,
-0.007302536629140377,
0.006227436009794474,
-0.015486536547541618,
0.004697264637798071,
0.010733489878475666,
0.03708183765411377,
-0.000636180629953742,
-0.009946056641638279,
0.019060561433434486,
0.002349983435124159,
0.004680577665567398,
0.03159573674201965,
0.0012396370293572545,
0.008256511762738228,
0.02002495527267456,
-0.002239855704829097,
0.07203882187604904,
0.009493657387793064,
0.005846752319484949,
0.001456750906072557,
0.009552795439958572,
-0.003371542552486062,
-0.030686721205711365,
0.01047892402857542,
0.00792848039418459,
-0.003747755428776145,
0.023297546431422234,
-0.015237278304994106,
-0.01044544018805027,
0.00248927460052073,
0.011069503612816334,
-0.013992012478411198,
0.0018348116427659988,
-0.028767675161361694,
0.011307623237371445,
0.007684545591473579,
-0.011407569982111454,
0.014407636597752571,
-0.023946743458509445,
-0.006076917517930269,
0.00860240962356329,
-0.0036695736926048994,
-0.0033282979857176542,
-0.005137910135090351,
0.007899660617113113,
-0.0006294784834608436,
0.001669936696998775,
0.02697346732020378,
-0.00008060389518504962,
-0.018868252635002136,
0.024092845618724823,
-0.01739128679037094,
0.000901926017832011,
0.003338038921356201,
-0.033723507076501846,
-0.007988017983734608,
-0.002081753220409155,
-0.0015748395817354321,
0.009828419424593449,
-0.004408596083521843,
0.010050412267446518,
0.0208041463047266,
0.050248946994543076,
-0.017398066818714142,
0.007679153233766556,
0.013184827752411366,
-0.00026130772312171757,
0.002788607031106949,
0.005769011098891497,
-0.00803711824119091,
-0.011337491683661938,
0.026261067017912865,
-0.01935826614499092,
0.02345283143222332,
-0.02723737061023712,
0.016507018357515335,
0.003852692199870944,
-0.013101707212626934,
-0.0186074860394001,
-0.005006562452763319,
-0.010466504842042923,
-0.007220565807074308,
-0.01617392711341381,
-0.022230232134461403,
-0.037293337285518646,
0.01506122201681137,
0.010403831489384174,
0.0025996193289756775,
0.0010274191154167056,
-0.00586715480312705,
0.018759826198220253,
-0.00035385036608204246,
-0.003443764289841056,
-0.014436899684369564,
0.023203635588288307,
0.0010537519119679928,
-0.013129515573382378,
0.01011842954903841,
-0.01808546669781208,
-0.0032637373078614473,
0.011412544175982475,
-0.02692611888051033,
-0.025293149054050446,
0.005802484229207039,
0.0025271004997193813,
0.007725907489657402,
-0.003165043191984296,
0.00627961615100503,
0.006192416418343782,
0.01179435569792986,
0.0058480845764279366,
0.034335907548666,
0.0041009820997715,
0.007826175540685654,
-0.002534896368160844,
0.0028357342816889286,
-0.004818183835595846,
0.0028064846992492676,
-0.0009787929011508822,
0.0071733733639121056,
0.0017382429214194417,
-0.002500754315406084,
0.005044777411967516,
-0.020835908129811287,
-0.027510425075888634,
0.024242805317044258,
0.012743644416332245,
-0.007260818965733051,
0.004417152609676123,
-0.0026628575287759304,
-0.009548931382596493,
-0.010645546019077301,
-0.01783679984509945,
-0.018885478377342224,
0.013417309150099754,
-0.011013343930244446,
-0.03107786551117897,
0.01002658624202013,
0.0004484138626139611,
0.01856169104576111,
0.016159571707248688,
-0.007828929461538792,
-0.008807362988591194,
-0.0051199826411902905,
-0.0012110145762562752,
0.006742211524397135,
0.011894959956407547,
0.004526919685304165,
0.0038944680709391832,
0.002655690535902977,
0.015163457952439785,
-0.029438631609082222,
0.01715664193034172,
-0.014242894016206264,
0.012904839590191841,
0.00016197681543417275,
0.004576307255774736,
-0.001308394712395966,
0.002369146328419447,
-0.024983275681734085,
0.007701297756284475,
0.0014109344920143485,
0.03132908046245575,
-0.014323030598461628,
0.01590261049568653,
0.012204354628920555,
-0.004070136696100235,
0.009153006598353386,
0.010386520996689796,
-0.004522170405834913,
-0.007528461050242186,
0.011095443740487099,
0.020073527470231056,
0.020215144380927086,
0.0031885586213320494,
0.012676038779318333,
0.004588496405631304,
-0.0032150964252650738,
-0.02423158660531044,
0.00007303333404706791,
-0.00851504597812891,
0.0020526470616459846,
-0.012300093658268452,
0.01265845075249672,
-0.01361340656876564,
-0.004928072914481163,
0.012819328345358372,
-0.0018488516798242927,
-0.01148789469152689,
0.014375240541994572,
0.01055396068841219,
-0.019117262214422226,
-0.01438265759497881,
0.027876384556293488,
-0.013353030197322369,
0.014396364800632,
0.01601504534482956,
-0.03983030840754509,
0.006526059005409479,
-0.01139926165342331,
-0.024424735456705093,
-0.020854031667113304,
-0.004946429282426834,
0.005691123194992542,
-0.008022567257285118,
0.04168300703167915,
0.023004820570349693,
-0.006737089715898037,
-0.010950298979878426,
-0.01289690937846899,
-0.00014728771930094808,
-0.01807396486401558,
-0.00867738202214241,
-0.02791348658502102,
0.011518281884491444,
-0.004202303476631641,
-0.013605211861431599,
-0.0075041926465928555
] | [
-0.039708830416202545,
-0.30323153734207153,
-0.5169587731361389,
0.3025870621204376,
-0.03021559864282608,
0.22305922210216522,
0.0006016481202095747,
0.357951819896698,
-0.21920107305049896,
-0.4352151155471802,
-0.43702319264411926,
0.6386736035346985,
0.28563809394836426,
0.4949480891227722,
-0.07023082673549652,
0.2945508658885956,
0.4986659288406372,
-0.127325639128685,
0.10690829157829285,
-0.5383278131484985,
-0.628623366355896,
0.3597436845302582,
0.31107980012893677,
0.17562240362167358,
0.05389096960425377,
0.299154669046402,
0.14431680738925934,
-0.08970898389816284,
-0.03761427849531174,
-0.3875276744365692,
-0.0407554991543293,
0.2509048283100128,
-0.16459539532661438,
-0.022787807509303093,
0.009798434562981129,
-0.19627662003040314,
-0.36645278334617615,
-0.2068464159965515,
-0.09382613748311996,
-0.35378894209861755,
0.3887237012386322,
0.18451151251792908,
-0.22056521475315094,
0.41617873311042786,
-0.5380344986915588,
-0.3469129502773285,
-1.7197909355163574,
0.21358956396579742,
-0.26658952236175537,
0.007084510289132595,
-0.6101781725883484,
0.001946560456417501,
0.5845337510108948,
0.20882880687713623,
-0.3509458899497986,
0.35495030879974365,
0.2924172282218933,
-0.5602974891662598,
0.3965533375740051,
-0.25978636741638184,
0.2183213084936142,
0.07412200421094894,
-0.26721087098121643,
0.19399483501911163,
-0.2690601050853729,
0.4888322353363037,
0.09264043718576431,
-0.5327624082565308,
-0.9379383325576782,
-0.2187267243862152,
0.4416958689689636,
-0.1621563732624054,
-0.2693765461444855,
0.3135770559310913,
-0.8342095613479614,
-0.22555290162563324,
0.2615731358528137,
-0.06497590988874435,
0.048753898590803146,
-0.37297675013542175,
-0.20775921642780304,
0.29800236225128174,
0.4167903661727905,
-0.07152076810598373,
0.5887366533279419,
0.24583294987678528,
0.020068157464265823,
0.3467475473880768,
-0.5661332011222839,
0.23009690642356873,
-0.2124965935945511,
-0.2703271210193634,
0.4278315603733063,
0.39621010422706604,
0.2500669062137604,
0.39235180616378784,
0.31921660900115967,
-0.10702811181545258,
0.6033709049224854,
0.3285156190395355,
-0.3840921223163605,
-0.5453770756721497,
-0.050061244517564774,
-0.16180571913719177,
-0.46981388330459595,
-0.008481052704155445,
-0.18842610716819763,
-0.4574502110481262,
-0.4111771881580353,
0.13152800500392914,
-0.1958455741405487,
0.5717363953590393,
0.06478449702262878,
0.008794687688350677,
-0.23798702657222748,
0.08160405606031418,
0.09333761036396027,
-0.10410404950380325,
-0.541226863861084,
0.33407121896743774,
-0.39416155219078064,
0.6840720772743225,
-0.04449668526649475,
0.07253585755825043,
-0.024359604343771935,
0.10397924482822418,
0.5325368046760559,
0.6047282218933105,
-0.3271828591823578,
-0.35608339309692383,
0.35444584488868713,
0.9880644679069519,
-0.46112823486328125,
0.22587761282920837,
-0.25586360692977905,
-0.2804057002067566,
0.202463299036026,
-0.25026920437812805,
-0.03428173437714577,
-0.25562405586242676,
-0.545741856098175,
-0.5867875814437866,
-0.09492018073797226,
-0.08394303917884827,
0.6993376612663269,
-0.346548855304718,
0.3678213059902191,
-0.21423447132110596,
-0.3555985987186432,
-0.27615344524383545,
-0.40330246090888977,
-0.0571708045899868,
-0.8881476521492004,
-0.1842358112335205,
-0.03436507284641266,
0.46315890550613403,
-0.39427071809768677,
0.040481194853782654,
0.028643667697906494,
0.3451315462589264,
-0.2554900050163269,
-0.14974258840084076,
-0.6529948115348816,
-0.36192265152931213,
0.11259541660547256,
-0.5469544529914856,
0.42756888270378113,
0.2664186358451843,
-0.11587783694267273,
0.5801727175712585,
-0.21661946177482605,
0.048116907477378845,
0.3729068338871002,
-0.43165937066078186,
-0.3285491466522217,
0.04206332564353943,
0.020947271957993507,
0.17261457443237305,
0.1612834632396698,
-0.06107018142938614,
-0.709867537021637,
0.3356669843196869,
0.11980774998664856,
-0.31421995162963867,
-0.008826850913465023,
0.2407296597957611,
0.2723637819290161,
-0.03595465421676636,
0.018928147852420807,
0.0024361731484532356,
-0.4455917477607727,
-0.2899760901927948,
0.07604975998401642,
-1.05692720413208,
1.2835062742233276,
-0.018800295889377594,
0.05825485289096832,
1.3298996686935425,
-0.24804341793060303,
0.2777802646160126,
0.044254370033741,
-0.19927863776683807,
0.16171894967556,
-0.3021484911441803,
-0.5890657305717468,
0.23413601517677307,
0.26249825954437256,
-0.09921379387378693,
-0.3214470446109772,
-0.2564937472343445,
0.7656081914901733,
0.07530657202005386,
-0.26064935326576233,
-0.40609702467918396,
0.09614105522632599,
0.19151456654071808,
-0.14454786479473114,
0.4502508342266083,
-0.11355650424957275,
-0.33790186047554016,
0.8040921688079834,
-0.6558401584625244,
0.8138752579689026,
0.5325285792350769,
0.07489866018295288,
0.7061296701431274,
0.3616465926170349,
0.18243196606636047,
1.0427522659301758,
-0.2748689651489258,
-0.010480755008757114,
-0.5821211338043213,
0.24223299324512482,
-0.4503006339073181,
-0.18709196150302887,
0.20985551178455353,
0.10688075423240662,
-0.45417624711990356,
0.3463466167449951,
-0.0161677747964859,
-0.03055889718234539,
-0.08868414163589478,
-0.16948826611042023,
0.478516161441803,
0.21918614208698273,
-0.4398980736732483,
-0.15559923648834229,
0.16026213765144348,
-0.7193900346755981,
-0.2974501848220825,
0.2261236310005188,
0.4240115284919739,
0.20781132578849792,
-0.5844760537147522,
0.00883866660296917,
-0.10029581189155579,
-0.15838085114955902,
-0.1532943993806839,
0.19114558398723602,
0.05352392792701721,
0.17095085978507996,
0.1733551025390625,
-0.2389623075723648,
-0.1366557627916336,
0.2072789967060089,
-0.2967303991317749,
-0.7075259685516357,
-0.3984248638153076,
0.8995954990386963,
0.38653796911239624,
0.29613545536994934,
-0.0890219509601593,
-0.24177506566047668,
0.29776984453201294,
-0.2411549687385559,
-0.834761917591095,
0.5498252511024475,
0.304828405380249,
-0.7195607423782349,
-0.43414628505706787,
-0.20523078739643097,
0.35508349537849426,
0.15886150300502777,
-0.5207754373550415,
-0.6632000803947449,
-0.3601004183292389,
-0.034728534519672394,
0.06486160308122635,
-0.3494337201118469,
0.2707367539405823,
-0.22735713422298431,
0.38021615147590637,
-0.35563957691192627,
-0.18659016489982605,
0.48563864827156067,
0.7028049230575562,
0.003438723273575306,
-0.009061254560947418,
0.34525230526924133,
-0.05473851040005684,
-0.1260121762752533,
0.2540298104286194,
-0.3759725093841553,
0.22355613112449646,
0.06322430819272995,
-0.412745863199234,
-0.29812076687812805,
0.5295172333717346,
-5.9924163818359375,
-0.1896931529045105,
-0.41918978095054626,
0.2175697386264801,
-0.20223701000213623,
-0.21582597494125366,
0.676449179649353,
0.11617162823677063,
-0.0510752834379673,
-0.3453660011291504,
0.014686054550111294,
0.16259261965751648,
0.08390974998474121,
0.619304895401001,
0.09149197489023209,
0.2304234504699707,
0.6118026971817017,
0.28876355290412903,
-0.14358928799629211,
0.1077788770198822,
0.07338403165340424,
-0.14614161849021912,
-0.13999834656715393,
0.5438486337661743,
-0.12909577786922455,
-0.05982651188969612,
-0.8194833397865295,
0.2950739860534668,
0.09929680824279785,
-0.3739076554775238,
-0.057013142853975296,
-0.5116879343986511,
-0.17260293662548065,
-0.24024558067321777,
0.14574111998081207,
0.5439854860305786,
0.08236280083656311,
0.036880623549222946,
0.4892364740371704,
-0.2036266028881073,
0.37037786841392517,
0.2789992392063141,
-0.10723872482776642,
-0.11608174443244934,
0.23663082718849182,
-0.09853467345237732,
-0.01828627474606037,
0.41371625661849976,
0.04461877420544624,
0.4562778174877167,
-0.5040067434310913,
0.13750456273555756,
0.3382679224014282,
0.30061450600624084,
0.399247407913208,
-0.6014513373374939,
0.3250183165073395,
-0.026038095355033875,
-0.37505093216896057,
0.5218587517738342,
0.19322551786899567,
-0.21825388073921204,
0.2782596945762634,
-0.9830725193023682,
-0.2854534387588501,
-0.12173660844564438,
-0.9679663777351379,
-0.6525519490242004,
-0.2588592767715454,
0.268667072057724,
-0.4482097327709198,
0.47803443670272827,
0.3587418496608734,
-0.3436846435070038,
0.5654910206794739,
-0.6795392036437988,
0.24450339376926422,
0.015230673365294933,
0.08319951593875885,
0.41892197728157043,
0.06288466602563858,
-0.592887818813324,
-0.2168104350566864,
0.21926343441009521,
-0.12147063761949539,
-0.8080435395240784,
0.07824130356311798,
-0.3153112530708313,
-0.5411194562911987,
0.10635332763195038,
0.6320645213127136,
0.03773440420627594,
0.16606400907039642,
0.48045068979263306,
0.5541088581085205,
0.4014884829521179,
0.29348891973495483,
0.6244199275970459,
0.4114066958427429,
-0.16506639122962952,
0.6919453740119934,
0.018012700602412224,
-0.15885865688323975,
-0.8774946331977844,
0.36980846524238586,
0.10698679834604263,
-0.0272777508944273,
0.15906773507595062,
0.7140200138092041,
-0.5086085200309753,
-0.26968979835510254,
-0.12760592997074127,
-0.4203757047653198,
0.060525309294462204,
0.1938101351261139,
0.14214500784873962,
-0.17588171362876892,
-0.19808334112167358,
0.10134616494178772,
-0.026765605434775352,
0.16387203335762024,
0.41870731115341187,
0.5646390914916992,
0.31083235144615173,
0.609609067440033,
-0.5548635721206665,
0.23406405746936798,
0.1303376853466034,
-0.215068981051445,
-0.13127243518829346,
0.5235702395439148,
0.6124309301376343,
-0.6069010496139526,
-0.09792754799127579,
0.11134042590856552,
-0.3997820317745209,
-0.16006073355674744,
0.06916963309049606,
-0.04396452754735947,
-0.49916306138038635,
0.4656692147254944,
-0.022473594173789024,
0.08830089867115021,
0.022290203720331192,
0.34552904963493347,
-0.03495322912931442,
0.03197886794805527,
-0.3813207745552063,
0.002278737025335431,
-0.08878892660140991,
-0.19659727811813354,
-0.7253195643424988,
0.13828182220458984,
-0.27759841084480286,
0.027836298570036888,
-0.04890115559101105,
0.24319282174110413,
-0.1424512267112732,
-0.05810189247131348,
-0.3455110490322113,
0.33361804485321045,
-0.13390254974365234,
-0.554479718208313,
0.20380866527557373,
0.21583734452724457,
0.07767985761165619,
-1.0799109935760498,
-0.10898531228303909,
0.09529430419206619,
-0.03891128674149513,
0.25563475489616394,
-0.1275736540555954,
-0.3281994163990021,
-0.2984984815120697,
0.06462597846984863,
0.15449468791484833,
0.3370480537414551,
0.05197770521044731,
-0.07415538281202316,
-0.4004220962524414,
0.20537178218364716,
-0.4231188893318176,
-0.18921442329883575,
0.5558887124061584,
1.0848875045776367,
0.029399165883660316,
0.1546442061662674,
0.6930389404296875,
-0.6661642789840698,
0.3378247320652008,
0.2853691875934601,
0.20135214924812317,
0.5789433717727661,
-0.010822957381606102,
-0.22662097215652466,
-0.4274962544441223,
0.3053332567214966,
-0.029025990515947342,
0.01865832693874836,
-0.2343844473361969,
-0.009000950492918491,
0.2315235435962677,
-0.21345092356204987,
-0.24994714558124542,
0.251505047082901,
-0.46347203850746155,
-0.13330645859241486,
-0.1356523036956787,
-0.23762935400009155,
-0.06714151054620743,
-0.3669155240058899,
-0.22670824825763702,
0.23600047826766968,
-0.1033746525645256,
-0.3445223569869995,
0.0021358237136155367,
0.23994819819927216,
-0.21031059324741364,
-0.9947251081466675,
0.4026893973350525,
0.5805522203445435,
-0.24375365674495697,
-0.42976611852645874,
-0.06698554009199142,
-0.5979786515235901,
0.1778818517923355,
-0.3132961690425873,
-0.6290796399116516,
-0.11265241354703903,
0.4168723225593567,
-0.3601441979408264,
-0.2756761610507965,
0.43199315667152405,
0.15047013759613037,
0.013735424727201462,
-0.15978577733039856,
-0.2787436544895172,
0.7606939673423767,
-0.5753886699676514,
-0.33126989006996155,
0.2571399211883545,
0.6721159815788269,
-0.07341621816158295,
-0.2218056470155716,
-0.2978605329990387,
0.33074691891670227,
0.08501005917787552,
0.11423007398843765,
-0.950924813747406,
-0.24305517971515656,
0.4251880347728729,
-0.03705868124961853,
0.01088695228099823,
0.06681577861309052,
0.5346346497535706,
0.1607358306646347,
-0.23713970184326172,
-0.7693274021148682,
0.001496397890150547,
0.31551432609558105,
0.0824175775051117,
-0.4634034037590027,
-0.3721834123134613,
-0.1853991448879242,
0.16888369619846344,
0.024599246680736542,
-0.4056004285812378,
-0.5581079125404358,
0.07397045940160751,
-0.2478429675102234,
0.24252362549304962,
-0.011997668072581291,
0.3721708357334137,
0.745783269405365,
0.25871169567108154,
0.2254701852798462,
-0.1211678758263588,
0.00174158054869622,
-0.2499217838048935,
-0.5856879353523254,
-0.24132676422595978,
-0.032039057463407516,
-0.20622654259204865,
-0.6140207648277283,
-0.04787208512425423,
-0.034801799803972244,
0.2858039438724518,
-0.2441607564687729,
0.18680350482463837,
-0.2782897651195526,
-0.4555536210536957,
-0.10050973296165466,
-0.62468421459198,
0.2307395190000534,
-0.1369033306837082,
-0.13894860446453094,
0.17784886062145233,
0.22955010831356049,
-0.5438991189002991,
0.010526701807975769,
0.08630164712667465,
0.4988200068473816,
0.546944260597229,
-0.8251209855079651,
0.5686975121498108,
0.5523865222930908,
0.4085499346256256,
0.5220690369606018,
0.37192872166633606,
0.22733935713768005,
0.5455370545387268,
0.18410630524158478,
0.19181159138679504,
0.833893358707428,
-0.09769219905138016,
0.03040400892496109,
0.37912967801094055,
-0.1335083246231079,
0.7442871928215027,
0.2909452021121979,
-0.06751996278762817,
0.49835288524627686,
0.42644810676574707,
-0.10170157253742218,
-0.330322265625,
0.6371268630027771,
-0.10735771805047989,
-0.2191627025604248,
0.08252989500761032,
0.6947579383850098,
0.1818799078464508,
0.457744300365448,
-0.1154334619641304,
0.3650795817375183,
-0.13425064086914062,
-0.013927862979471684,
0.14276699721813202,
-0.45130205154418945,
-0.10309503227472305,
0.38648802042007446,
0.9303629398345947,
0.03644236549735069,
-0.3162684440612793,
0.3065280318260193,
-0.29541918635368347,
0.6834688186645508,
0.5952971577644348,
0.6267319917678833,
-0.6873976588249207,
-0.1421646922826767,
0.2766452431678772,
-0.10930399596691132,
0.4050922989845276,
0.11772506684064865,
-0.09607845544815063,
-0.4038190245628357,
0.2729659378528595,
-0.2741035223007202,
-0.05564536526799202,
-0.05761284753680229,
0.2406391054391861,
0.6523123979568481,
-0.052731312811374664,
-0.46596935391426086,
-0.30947762727737427,
-0.22475410997867584,
0.6043598651885986,
0.15765728056430817,
0.2137649804353714,
-0.018584292382001877,
0.07371340692043304,
0.6476471424102783,
-0.2761709690093994,
0.006314301397651434,
0.10591307282447815,
-0.7695755362510681,
0.3227691352367401,
0.3259814977645874,
-0.10456733405590057,
-0.06407185643911362,
0.013217683881521225,
0.01971575804054737,
0.023188263177871704,
-0.5523817539215088,
-0.015264445915818214,
-0.1698002815246582,
-0.10042031854391098,
0.2518770396709442,
-0.1054886057972908,
-0.06507936120033264,
-0.12366154044866562,
-1.0364247560501099,
-0.3314912021160126,
0.5315711498260498,
-0.2100684493780136,
-0.12214359641075134,
-0.2930092513561249,
1.0016459226608276,
0.3939850926399231,
0.22971414029598236,
-0.11032406240701675,
0.1712527573108673,
0.171463280916214,
0.6032965779304504,
-0.856370747089386,
0.2856496572494507,
-0.690674901008606,
-0.4579014778137207,
-0.3182801604270935,
0.17270362377166748,
0.8101136088371277,
-0.010235621593892574,
-0.15595382452011108,
-0.009798720479011536,
0.17726261913776398,
0.20309069752693176,
0.5506575703620911,
-0.15301638841629028,
-0.16487623751163483,
-0.06423936039209366,
0.09640905261039734,
0.00392037071287632,
0.41403642296791077,
-0.14973115921020508,
0.09015412628650665,
0.06803222000598907,
-0.049344729632139206,
0.36067262291908264,
-0.3269442021846771,
0.3668386936187744,
-0.11720417439937592,
-0.531221866607666,
-0.3921259343624115,
0.6486905813217163,
-0.14402152597904205,
-0.4143178164958954,
0.23233859241008759,
-0.11863582581281662,
0.3306475877761841,
-0.5947350263595581,
-0.5291658043861389,
-0.050317324697971344,
0.15111739933490753,
0.3341638743877411,
-0.23769591748714447,
0.5285639762878418,
-0.04545312002301216,
-0.15745791792869568,
-0.8009167909622192,
0.15300355851650238,
0.07128708064556122,
0.18873226642608643,
-0.09890275448560715,
0.09590288996696472,
-0.3336049020290375,
0.09049977362155914,
-0.11033079028129578,
-0.4070059359073639,
-0.2570602297782898,
0.025202536955475807
] |
Whether video game play affects social behavior is a topic of debate. Many argue that aggression and helping are affected by video game play, whereas this stance is disputed by others. The present research provides a meta-analytical test of the idea that depending on their content, video games do affect social outcomes. Data from 98 independent studies with 36,965 participants revealed that for both violent video games and prosocial video games, there was a significant association with social outcomes. Whereas violent video games increase aggression and aggression-related variables and decrease prosocial outcomes, prosocial video games have the opposite effects. These effects were reliable across experimental, correlational, and longitudinal studies, indicating that video game exposure causally affects social outcomes and that there are both short- and long-term effects. | [
-0.009049184620380402,
0.00884791649878025,
-0.012838508933782578,
0.011205686256289482,
0.04049599915742874,
-0.008912277407944202,
0.009909997694194317,
-0.007846889086067677,
-0.01117665134370327,
0.008949728682637215,
-0.0028115720488131046,
0.02738053910434246,
0.010232441127300262,
0.03981130197644234,
0.013730269856750965,
0.017225664108991623,
-0.005643922835588455,
0.03903000056743622,
-0.011525513604283333,
0.004722533747553825,
0.0010945290559902787,
-0.008967750705778599,
0.009285577572882175,
0.006008871365338564,
-0.047092076390981674,
0.019242338836193085,
0.007702917326241732,
0.008005671203136444,
0.01634409837424755,
0.02580077201128006,
-0.019068807363510132,
0.017845001071691513,
0.014040175825357437,
-0.021560996770858765,
0.025234978646039963,
0.027489855885505676,
0.00155444850679487,
0.012373249046504498,
0.007571738213300705,
-0.0018513069953769445,
0.005574171897023916,
-0.003941909410059452,
0.004346108064055443,
-0.0591004453599453,
-0.0073086959309875965,
-0.001757014193572104,
-0.0028119338676333427,
0.00019634771160781384,
-0.04529224708676338,
0.011120018549263477,
-0.002217714674770832,
0.0010589256417006254,
-0.005284425802528858,
-0.040928009897470474,
-0.0061797937378287315,
0.019491026178002357,
0.02133261226117611,
0.01189186330884695,
-0.023123295977711678,
0.010375075042247772,
0.02415264956653118,
0.012304558418691158,
0.011653243564069271,
-0.02784494310617447,
0.01510982122272253,
-0.06714515388011932,
0.0032122130505740643,
0.014793678186833858,
0.01608685962855816,
0.005292173940688372,
-0.01868504472076893,
0.010302713140845299,
0.01863059401512146,
0.017965972423553467,
-0.021068112924695015,
0.006170199252665043,
-0.0020346713718026876,
-0.021186085417866707,
-0.004685621242970228,
-0.005643262527883053,
0.0022147868294268847,
0.020082447677850723,
-0.00987011007964611,
0.018863879144191742,
-0.003458804916590452,
0.020283292979002,
-0.026073865592479706,
-0.017466522753238678,
0.0039392318576574326,
0.022397862747311592,
0.015722211450338364,
0.005670084618031979,
-0.03750545531511307,
0.04155203700065613,
-0.0052649411372840405,
0.010910610668361187,
0.008275143802165985,
-0.027089396491646767,
0.006396115757524967,
-0.029249010607600212,
0.004959125071763992,
-0.00614804495126009,
0.028709350153803825,
-0.0187612883746624,
-0.006574315018951893,
0.014231843873858452,
-0.018899526447057724,
0.014630493707954884,
0.007572771981358528,
0.013472072780132294,
0.03494809940457344,
0.026735171675682068,
0.04020248353481293,
0.02555837854743004,
0.014372057281434536,
0.011109931394457817,
0.011266885325312614,
0.028573917225003242,
-0.002901002997532487,
0.006557825021445751,
0.026928693056106567,
0.0015100501477718353,
0.005810019094496965,
-0.007842029444873333,
0.0069281719624996185,
0.033530399203300476,
0.02114737778902054,
0.004389462061226368,
0.004087409935891628,
0.012181375175714493,
-0.01134964358061552,
-0.005394764244556427,
0.01755138859152794,
0.020359747111797333,
-0.008240488357841969,
-0.014087866991758347,
0.02104327827692032,
0.02391628921031952,
0.00245550530962646,
-0.0035869628190994263,
-0.0019345220644026995,
0.006695831194519997,
0.0029539745301008224,
0.01939758099615574,
-0.025487203150987625,
-0.010412207804620266,
0.005505856592208147,
0.015797076746821404,
0.0035108192823827267,
-0.005975560750812292,
0.007734354585409164,
0.007067524828016758,
0.008444510400295258,
-0.02797808311879635,
0.03280326724052429,
0.0007891175337135792,
-0.003785887733101845,
0.0067459940910339355,
-0.0022246292792260647,
-0.0326455682516098,
-0.020151665434241295,
-0.0025321319699287415,
0.020495137199759483,
0.006694888696074486,
-0.01673729531466961,
0.012347163632512093,
-0.00784982554614544,
-0.020095309242606163,
-0.009631780907511711,
0.000800548936240375,
0.0046951742842793465,
0.030875347554683685,
0.003905516816303134,
0.004887957125902176,
-0.03003428690135479,
0.010589240118861198,
0.04381106048822403,
0.008260185830295086,
-0.006355302408337593,
0.06736910343170166,
-0.016996536403894424,
0.034677427262067795,
-0.0216349046677351,
-0.009057411924004555,
-0.02588186040520668,
0.016128044575452805,
0.0009553974959999323,
-0.024534225463867188,
0.0035028422717005014,
0.005333097651600838,
-0.04081575945019722,
-0.010969651862978935,
0.017556287348270416,
-0.011616529896855354,
0.007387145422399044,
0.006082301959395409,
0.024876147508621216,
-0.01417714636772871,
-0.0062998877838253975,
-0.0002468035090714693,
-0.012519043870270252,
-0.026882348582148552,
-0.014267511665821075,
-0.0023179459385573864,
-0.03375319391489029,
0.00818819273263216,
0.009861859492957592,
0.000578197417780757,
0.02912963554263115,
-0.0001826338702812791,
0.01257583312690258,
0.009431963786482811,
-0.015100269578397274,
0.0050457920879125595,
-0.005927358288317919,
0.012181364931166172,
-0.021757258102297783,
-0.020033076405525208,
-0.004145623184740543,
-0.020545143634080887,
-0.0002557112602517009,
0.02323593944311142,
-0.0009607501560822129,
-0.014829283580183983,
0.05122586339712143,
-0.0022788215428590775,
-0.0031497564632445574,
0.005192362237721682,
-0.007895606569945812,
-0.011650440283119678,
0.018595406785607338,
-0.010745128616690636,
-0.0018442102009430528,
0.002383592538535595,
-0.016515318304300308,
0.020709259435534477,
0.00877723190933466,
0.01309033203870058,
0.03558296710252762,
0.003380231326445937,
0.0022714566439390182,
-0.012135329656302929,
-0.0074600763618946075,
-0.022480785846710205,
0.021731846034526825,
0.016700759530067444,
0.006189807318150997,
-0.023372670635581017,
-0.010813518427312374,
-0.030237045139074326,
0.0023200190626084805,
0.01962859183549881,
-0.009891081601381302,
-0.022880230098962784,
-0.008594545535743237,
0.015714917331933975,
0.00822204165160656,
-0.050516050308942795,
0.024933038279414177,
-0.038601793348789215,
0.009599532000720501,
0.005440295673906803,
-0.0308050699532032,
-0.02419671230018139,
-0.017101312056183815,
0.009704495780169964,
0.020285995677113533,
-0.00575132854282856,
0.01597239263355732,
-0.02449554204940796,
0.0016893724678084254,
-0.0029399532359093428,
-0.0044290064834058285,
-0.08227792382240295,
-0.007007353473454714,
-0.014640226028859615,
0.017762716859579086,
0.012812457047402859,
-0.0068937744945287704,
0.006844022776931524,
0.02308567240834236,
-0.012867377139627934,
0.01789308339357376,
-0.00863858312368393,
-0.03519589453935623,
-0.0014107609167695045,
-0.022773636505007744,
0.015149331651628017,
-0.010438946075737476,
0.006135663483291864,
0.018239496275782585,
-0.01733882911503315,
-0.006302108056843281,
0.01690754108130932,
-0.00842707697302103,
0.035033851861953735,
0.0068798912689089775,
-0.0028597209602594376,
-0.0016776882112026215,
0.009473196230828762,
-0.003257323056459427,
-0.017154261469841003,
-0.0036080805584788322,
0.0045034438371658325,
-0.0013963794335722923,
-0.01012676302343607,
0.0019629555754363537,
0.008046945556998253,
0.015495030209422112,
-0.013634076341986656,
0.029218606650829315,
-0.011816469952464104,
-0.0030909553170204163,
0.004350447095930576,
-0.0072097983211278915,
0.0032031326554715633,
0.001285820733755827,
0.021906064823269844,
0.00773586006835103,
0.028744744136929512,
0.02952638268470764,
0.0028950446285307407,
0.01843789592385292,
-0.029840990900993347,
0.0003882805467583239,
0.01916983537375927,
-0.012455600313842297,
-0.0032528650481253862,
0.002850994933396578,
-0.01395681593567133,
-0.00856560468673706,
-0.009512998163700104,
-0.010096808895468712,
-0.002999462652951479,
-0.003335520625114441,
-0.017632542178034782,
0.02344028651714325,
-0.0048638395965099335,
-0.018994702026247978,
-0.001587602193467319,
0.04418214410543442,
0.018028467893600464,
0.009572506882250309,
0.02918793074786663,
-0.022240981459617615,
-0.010102505795657635,
0.0033825444988906384,
0.029640473425388336,
-0.007536271587014198,
-0.011296123266220093,
-0.008294271305203438,
-0.005722058936953545,
0.013938994146883488,
-0.014159342274069786,
0.00850303377956152,
0.008935700170695782,
-0.008817830123007298,
0.005294130649417639,
-0.016227252781391144,
-0.004135836847126484,
-0.015478231012821198,
0.023389995098114014,
-0.011079581454396248,
0.01760040782392025,
0.012972907163202763,
0.02261943370103836,
0.004432798828929663,
-0.006231442093849182,
-0.01081150583922863,
-0.014048933982849121,
0.014297125861048698,
0.005299019161611795,
0.010411223396658897,
-0.023498238995671272,
-0.0010738640557974577,
0.009252062067389488,
-0.014604754745960236,
0.00756490882486105,
0.008079053834080696,
0.01098996214568615,
0.0009951074607670307,
-0.014510895125567913,
-0.01267609279602766,
-0.022404013201594353,
-0.011598567478358746,
-0.008469088934361935,
0.034304916858673096,
0.007690926548093557,
0.0054059335961937904,
-0.0011110804043710232,
-0.008112114854156971,
0.07181961834430695,
0.013081304728984833,
0.019808372482657433,
-0.0056570288725197315,
0.01993853971362114,
-0.011966397985816002,
0.014840400777757168,
-0.0033704866655170918,
0.019314907491207123,
-0.03359155356884003,
0.013417781330645084,
-0.011061474680900574,
-0.0033871131017804146,
0.014846224337816238,
0.003780634608119726,
0.01872718706727028,
0.009651381522417068,
-0.0178670771420002,
-0.0005074259825050831,
0.017215806990861893,
0.007180116139352322,
0.014286406338214874,
-0.005959358066320419,
-0.01586778648197651,
0.009038660675287247,
-0.06657769531011581,
-0.021513666957616806,
-0.01599746197462082,
0.005164032801985741,
-0.0067283762618899345,
0.004666157998144627,
-0.009355050511658192,
0.0017659547738730907,
0.00009720725938677788,
-0.021656252443790436,
-0.00026541983243077993,
-0.032989293336868286,
-0.023722872138023376,
-0.005000206641852856,
0.003077686997130513,
-0.021599609404802322,
-0.009374180808663368,
-0.004563384689390659,
0.021885469555854797,
-0.03385855257511139,
-0.00283398968167603,
-0.008851049467921257,
-0.0021759169176220894,
-0.003739060601219535,
0.05068210884928703,
-0.004902427084743977,
0.006820840761065483,
0.007172787096351385,
0.014528111554682255,
0.007098102942109108,
-0.0038592542987316847,
0.010095573961734772,
0.011721938848495483,
-0.036684464663267136,
-0.0021026707254350185,
-0.02011956088244915,
-0.034561775624752045,
-0.017155341804027557,
-0.005922885611653328,
-0.01924310252070427,
-0.021309547126293182,
-0.014535626396536827,
-0.01762564852833748,
-0.03424618020653725,
0.04273967444896698,
-0.05036039277911186,
0.019028283655643463,
-0.02265515923500061,
0.006279698573052883,
0.0008269248064607382,
-0.035039640963077545,
-0.014574830420315266,
-0.013387471437454224,
-0.01405384112149477,
0.007163273636251688,
0.007717561442404985,
-0.024556288495659828,
0.022731713950634003,
-0.0015717368805781007,
0.004110428504645824,
0.015695884823799133,
-0.016190379858016968,
-0.07393308728933334,
0.0013849691022187471,
0.011182188987731934,
-0.014644707553088665,
-0.0038788989186286926,
0.04189714789390564,
-0.006967603228986263,
-0.013707280158996582,
0.0012926054187119007,
-0.010024381801486015,
-0.03741307184100151,
0.00022841733880341053,
-0.036631353199481964,
-0.001155101228505373,
0.013944624923169613,
0.007942687720060349,
-0.005410529673099518,
-0.008261599577963352,
0.028658239170908928,
0.012626446783542633,
-0.02301662601530552,
0.026921065524220467,
-0.00597275560721755,
0.014658734202384949,
0.017212966457009315,
-0.08075384050607681,
-0.007663564756512642,
0.02096925489604473,
-0.019234512001276016,
0.004042461980134249,
-0.0027692418079823256,
0.004453325644135475,
-0.01789502426981926,
-0.008574125356972218,
-0.021443746984004974,
-0.012328753247857094,
-0.020195208489894867,
-0.008443761616945267,
0.021403919905424118,
-0.0071037267334759235,
0.0003661743539851159,
0.006728931795805693,
0.02309636026620865,
-0.0353245884180069,
-0.012944256886839867,
0.005167932249605656,
-0.0099099762737751,
-0.0045370496809482574,
-0.009504688903689384,
-0.013062830083072186,
-0.032300177961587906,
-0.006211584433913231,
0.007198106497526169,
0.004517776891589165,
-0.02603674679994583,
0.026048734784126282,
0.010444408282637596,
-0.004435665439814329,
-0.006798189133405685,
-0.006285505369305611,
-0.017743857577443123,
-0.00817279051989317,
0.016941584646701813,
0.032473064959049225,
-0.0062843207269907,
-0.013146954588592052,
0.011424784548580647,
0.004093507304787636,
0.00017469143494963646,
-0.011795196682214737,
-0.021490972489118576,
0.00425336416810751,
-0.007855559699237347,
0.02855617180466652,
-0.007247878238558769,
0.0058748554438352585,
0.00315646780654788,
0.034652143716812134,
0.002357074525207281,
0.008565973490476608,
0.006003378890454769,
-0.009010765701532364,
0.003898584982380271,
-0.012168960645794868,
0.004090499132871628,
-0.006938995327800512,
0.010536449030041695,
-0.0030251238495111465,
0.07253486663103104,
-0.013391406275331974,
-0.0004120459780097008,
-0.04016953706741333,
-0.0044512758031487465,
-0.008843190968036652,
-0.001842998550273478,
-0.003996670711785555,
0.022632870823144913,
-0.02213013730943203,
-0.0061141205951571465,
-0.006959686987102032,
-0.01510052103549242,
0.003540554316714406,
0.03188779950141907,
-0.0067826565355062485,
-0.011342506855726242,
-0.007725246716290712,
0.004627142567187548,
0.015422041527926922,
-0.010148863308131695,
-0.013101061806082726,
-0.023634087294340134,
0.0013054384617134929,
0.014417209662497044,
-0.001550074783153832,
0.020161399617791176,
-0.0007937559857964516,
0.01163983903825283,
0.004578362684696913,
-0.04967875778675079,
-0.010081425309181213,
0.001291986438445747,
-0.01619287021458149,
0.0038822880014777184,
0.02024814300239086,
0.024490075185894966,
-0.0052935294806957245,
-0.02680026926100254,
0.018061421811580658,
-0.023187004029750824,
0.0014150056522339582,
0.021030385047197342,
-0.034279003739356995,
0.030782435089349747,
-0.029746457934379578,
0.007973347790539265,
-0.002757567912340164,
0.0039295838214457035,
0.024918142706155777,
0.0011850506998598576,
0.010979251936078072,
0.00815137941390276,
0.00558912567794323,
-0.016712088137865067,
0.009503130801022053,
-0.03015155717730522,
0.013763368129730225,
-0.005376314744353294,
-0.01920941099524498,
0.001531814457848668,
-0.00032188912155106664,
0.007762996479868889,
-0.005741473287343979,
-0.009922156110405922,
0.02054460532963276,
0.013263143599033356,
-0.00601821718737483,
-0.026414472609758377,
0.014177137985825539,
-0.008799309842288494,
0.0072659654542803764,
0.005562370643019676,
-0.021562431007623672,
-0.02117776684463024,
-0.006192220840603113,
0.003867069724947214,
0.002229559700936079,
0.0037960316985845566,
-0.014329553581774235,
-0.01819855347275734,
-0.015815211459994316,
-0.03584561124444008,
0.012760923244059086,
0.0343804694712162,
0.013556363992393017,
0.02745976857841015,
0.002208544872701168,
-0.009920824319124222,
0.0073980847373604774,
-0.003089634934440255,
-0.009140197187662125,
0.004133132286369801,
0.029185310006141663,
0.007904479280114174,
0.03584320843219757,
-0.009314840659499168,
0.00597057119011879,
0.028502512723207474,
-0.008044790476560593,
0.012004313059151173,
0.013203710317611694,
-0.004186525009572506,
0.018992600962519646,
-0.018303539603948593,
0.010735803283751011,
-0.0034054876305162907,
-0.02527075633406639,
0.03210023045539856,
-0.002011389471590519,
-0.004218868911266327,
0.010404185391962528,
-0.01591128297150135,
0.04596652090549469,
-0.0002241218462586403,
-0.001350956503301859,
-0.022218793630599976,
-0.045338407158851624,
0.0005453240592032671,
-0.004597148858010769,
-0.02660546265542507,
-0.01774683967232704,
0.0037514003925025463,
-0.0029437304474413395,
-0.020705383270978928,
-0.02291942946612835,
-0.012043200433254242,
0.030644111335277557,
0.034516625106334686,
-0.00460370909422636,
-0.0037447630893439054,
-0.011858375743031502,
-0.010775327682495117,
-0.023022156208753586,
-0.0025243861600756645,
-0.0008986534085124731,
0.02155681513249874,
0.020652327686548233,
-0.01435013860464096,
-0.003375031054019928,
0.00022250530309975147,
-0.017711341381072998,
0.005476143676787615,
-0.012176694348454475,
0.008643509820103645,
-0.001306300750002265,
0.04562794044613838,
0.03117721900343895,
0.010912882164120674,
0.0083916075527668,
0.028176244348287582,
-0.009060263633728027,
0.0014279726892709732,
0.0033106410410255194,
-0.01846362091600895,
0.011128864251077175,
0.0021148237865418196,
-0.011455107480287552,
-0.0015792017802596092,
-0.024128563702106476,
0.0033317008055746555,
0.0038562044501304626,
-0.034232981503009796,
0.01771327666938305,
-0.002417211653664708,
-0.013856953009963036,
-0.003974546678364277,
0.013512854464352131,
0.004217930603772402,
0.02259966731071472,
0.007646090351045132,
-0.004980748053640127,
0.0070198699831962585,
0.030521303415298462,
-0.030647851526737213,
-0.012093729339540005,
-0.02326081320643425,
0.03608280420303345,
-0.021399956196546555,
0.0229125265032053,
0.02114355005323887,
-0.02904410846531391,
-0.008309725672006607,
-0.004642029292881489,
-0.0012303972616791725,
0.0044707683846354485,
-0.004695868119597435,
0.021840302273631096,
0.005491071846336126,
-0.012670200318098068,
-0.02322009578347206,
0.017039762809872627,
-0.014492212794721127,
0.005840035155415535,
-0.023402255028486252,
-0.004765484016388655,
-0.02441408857703209,
0.014064055867493153,
0.0098346546292305,
0.0036125993356108665,
0.007542518433183432,
-0.012622134760022163
] | [
0.3410117030143738,
0.14991578459739685,
-0.02706313133239746,
0.22297976911067963,
-0.30034154653549194,
0.16650225222110748,
0.42829835414886475,
0.16614560782909393,
-0.18256253004074097,
-0.4412313401699066,
-0.10593236237764359,
0.6429893374443054,
-0.27578437328338623,
-0.16253456473350525,
-0.37393319606781006,
0.4311748743057251,
0.6037237644195557,
0.49410176277160645,
-0.1518683284521103,
-0.478679358959198,
-0.4626231789588928,
0.22585231065750122,
0.5169932246208191,
0.05134740099310875,
-0.12196003645658493,
0.19880364835262299,
0.486931174993515,
0.3792928159236908,
-0.1627807319164276,
0.06910233199596405,
-0.034684933722019196,
0.8877745866775513,
-0.3155001699924469,
0.20906394720077515,
-0.3840758204460144,
0.01635640114545822,
-0.18717503547668457,
-0.2067069411277771,
0.0611342154443264,
0.036924831569194794,
-0.19221653044223785,
-0.1664418876171112,
-0.4057583510875702,
0.6055763363838196,
0.10707010328769684,
-0.2445809692144394,
-1.3924733400344849,
0.4931323528289795,
0.03883593901991844,
0.3398406207561493,
-0.38920751214027405,
0.6402999758720398,
-0.02959418296813965,
0.5311040282249451,
0.09747179597616196,
0.2634604573249817,
-0.0727146789431572,
0.062084730714559555,
-0.12973150610923767,
-0.6558161377906799,
0.2776120901107788,
0.3377871513366699,
0.07710564136505127,
-0.3232068419456482,
-0.3015473186969757,
-0.23777242004871368,
0.029585963115096092,
0.05258682370185852,
-0.18703173100948334,
-0.17053768038749695,
-0.043658968061208725,
-0.5394977331161499,
-0.4870293140411377,
-0.4180675148963928,
-0.28020021319389343,
0.08483986556529999,
0.23135370016098022,
-0.05445915088057518,
0.10879021137952805,
-0.2572726011276245,
-0.0644092932343483,
0.21855859458446503,
0.8034874796867371,
0.14620698988437653,
0.7242773175239563,
0.010017605498433113,
0.33040356636047363,
0.45638006925582886,
-0.20735788345336914,
0.13352903723716736,
-0.1787615716457367,
-0.05808814987540245,
0.3955947458744049,
0.4753618836402893,
0.1652393788099289,
0.8674002289772034,
0.7676762938499451,
0.17275221645832062,
0.0720476508140564,
0.24730536341667175,
0.5174034833908081,
-0.061439983546733856,
0.2824082374572754,
-0.17305392026901245,
-0.47963643074035645,
-0.7508256435394287,
0.14151187241077423,
-1.110037922859192,
-0.07420247048139572,
0.1874074786901474,
-0.7945023775100708,
0.057561710476875305,
0.0799504891037941,
0.16806744039058685,
0.15861530601978302,
0.23243778944015503,
-0.371073842048645,
0.09291180968284607,
-0.17455042898654938,
0.641858696937561,
-0.07649627327919006,
0.45228907465934753,
-0.15779444575309753,
0.32002297043800354,
-0.07788336277008057,
0.2806178033351898,
0.2783700227737427,
0.30079296231269836,
-0.16672095656394958,
-0.1906876564025879,
0.5882837772369385,
0.5114227533340454,
-0.4097854197025299,
0.023035679012537003,
-0.26230522990226746,
-0.08353471010923386,
0.449746310710907,
0.05813610181212425,
-0.10126876085996628,
-0.2425701916217804,
-0.7264407873153687,
-1.1244752407073975,
-0.23247413337230682,
-0.09468226134777069,
0.37301772832870483,
-0.24324628710746765,
0.1046333983540535,
-0.2469801902770996,
-0.31620702147483826,
-0.044325098395347595,
0.04716315120458603,
-0.04935647174715996,
-0.2697252035140991,
-0.10268890112638474,
0.5425180792808533,
0.4847848415374756,
-0.26501283049583435,
-0.37530240416526794,
-0.36045417189598083,
-0.019073329865932465,
0.09892638772726059,
-0.2727211117744446,
-0.5284088253974915,
-0.6562435030937195,
0.379265159368515,
-0.1732611060142517,
0.08548849076032639,
0.5811683535575867,
-0.023610400035977364,
0.1756678968667984,
-0.3402259647846222,
0.37403604388237,
0.2228715866804123,
-0.49018052220344543,
-0.04556883126497269,
-0.0031039726454764605,
0.23535680770874023,
0.33078160881996155,
0.23277363181114197,
0.41262689232826233,
-0.7933651208877563,
-0.1601390838623047,
0.1729162633419037,
-0.1514887660741806,
0.2854745090007782,
-0.22629596292972565,
0.3076426386833191,
-0.5147272348403931,
-0.06090966984629631,
-0.3262580633163452,
-0.36800652742385864,
-0.511910080909729,
0.44843488931655884,
-0.42651501297950745,
1.2791748046875,
-0.49347609281539917,
-0.29802215099334717,
0.5923216342926025,
0.4453155994415283,
-0.5512251853942871,
-0.4123167395591736,
-0.089478999376297,
0.11654029041528702,
0.2243747115135193,
-1.0021557807922363,
0.03863165155053139,
-0.2559250593185425,
0.012482539750635624,
-0.4141501784324646,
0.09543578326702118,
0.17959581315517426,
-0.2279369980096817,
-0.26625820994377136,
0.005744663067162037,
-0.2559637427330017,
0.4049672782421112,
-0.35860511660575867,
0.476296603679657,
-0.3105739951133728,
-0.17289356887340546,
0.07622180879116058,
-0.3342567980289459,
0.5855562686920166,
0.5193606615066528,
0.02650797925889492,
0.4624080955982208,
0.28436121344566345,
0.5369284152984619,
0.5760811567306519,
-0.7780188918113708,
0.06949172914028168,
0.48509642481803894,
0.14015501737594604,
-0.39179176092147827,
-0.34180593490600586,
0.30788472294807434,
0.06135469302535057,
-0.03159473091363907,
-0.4075215756893158,
-0.19121786952018738,
-0.07958056032657623,
0.31463631987571716,
-0.3254075050354004,
0.21748995780944824,
-0.1555587500333786,
-0.146501824259758,
-0.4501480460166931,
0.5020424723625183,
-0.8150085210800171,
0.23822763562202454,
0.4396515488624573,
0.3250400424003601,
0.35277384519577026,
-0.39091265201568604,
-0.19884264469146729,
-0.13780277967453003,
-0.17216186225414276,
-0.6188743710517883,
0.0171634703874588,
-0.665659487247467,
0.12428263574838638,
-0.045410092920064926,
-0.19513119757175446,
-0.12621983885765076,
-0.20298118889331818,
-0.7785699367523193,
-0.7306082248687744,
-0.27937576174736023,
-0.2801975607872009,
0.7636532187461853,
0.41001710295677185,
-0.30862995982170105,
-0.4958569407463074,
0.14043974876403809,
-0.10555382817983627,
-0.21284428238868713,
0.5361053943634033,
-0.2735070288181305,
-0.36436957120895386,
-0.2977631688117981,
-0.5160823464393616,
0.5697329044342041,
0.7792279720306396,
-0.4012279510498047,
-0.48343750834465027,
-0.42127683758735657,
0.21234732866287231,
-0.41838759183883667,
-0.1730811893939972,
-0.333808034658432,
0.03402797877788544,
0.18028762936592102,
0.3709964454174042,
-0.023995280265808105,
0.7158238291740417,
0.8731164336204529,
-0.15898805856704712,
0.6252733469009399,
0.550066351890564,
-0.021747471764683723,
-0.004095916170626879,
-0.03515102341771126,
-0.15371520817279816,
-0.029824579134583473,
0.3075453042984009,
-0.2548424005508423,
-0.7337148785591125,
0.5587549805641174,
-5.945033073425293,
0.10927635431289673,
-0.4882770776748657,
-0.3747529089450836,
-0.4761241674423218,
0.11670553684234619,
0.6702017188072205,
-0.4412109851837158,
-0.1638045758008957,
0.44406238198280334,
0.21849258244037628,
0.465728223323822,
0.09918904304504395,
0.6618452668190002,
0.3206298351287842,
0.23210446536540985,
0.7255588173866272,
-0.7190244793891907,
-0.015886586159467697,
0.07617106288671494,
-0.02217523381114006,
0.10350485146045685,
-0.45331069827079773,
0.6669847369194031,
-0.2570466995239258,
0.14161677658557892,
0.11549194157123566,
-0.623698890209198,
0.27377983927726746,
-0.27034685015678406,
-0.02250899001955986,
0.03440508246421814,
-0.3305444121360779,
-0.17797738313674927,
0.8194636702537537,
0.5650280714035034,
0.10068116337060928,
0.17557542026042938,
-0.21548587083816528,
0.04485180974006653,
0.06710390746593475,
0.43204718828201294,
0.05660931393504143,
-0.04066096991300583,
0.568825900554657,
0.3888201415538788,
-0.3303535282611847,
0.39514660835266113,
-0.5835193991661072,
0.1376127451658249,
0.3702109158039093,
-0.26265692710876465,
0.02082708664238453,
0.6524149775505066,
0.3016175329685211,
-0.10982593894004822,
0.4104957580566406,
-0.4685651659965515,
-0.26273101568222046,
-0.08141100406646729,
-0.032532431185245514,
-0.18244074285030365,
-0.0716809332370758,
-0.3009664714336395,
-0.14679089188575745,
0.3039315938949585,
-0.7896127104759216,
-0.5810539722442627,
0.20798756182193756,
0.12870705127716064,
-0.4289863407611847,
0.02659573405981064,
0.3828158378601074,
-0.60591721534729,
0.35172420740127563,
0.16630983352661133,
-0.06323084980249405,
0.695270299911499,
-0.027900278568267822,
0.19570179283618927,
-0.2984491288661957,
-0.13192522525787354,
-0.05975295975804329,
-0.1370091587305069,
-0.21804985404014587,
-0.27163946628570557,
0.12993697822093964,
0.21951085329055786,
-0.3280646502971649,
0.3068048357963562,
0.6548246741294861,
-0.3883272409439087,
-0.03501221910119057,
0.754467248916626,
0.20699180662631989,
0.713523268699646,
0.2913433909416199,
0.19848652184009552,
0.28719282150268555,
0.11958885937929153,
0.6013995409011841,
-0.2847622334957123,
-0.1245599314570427,
-0.8647283315658569,
-0.21496394276618958,
0.4399929344654083,
0.03531147167086601,
0.48175370693206787,
0.6141788363456726,
-0.8781472444534302,
0.1459856480360031,
-0.02219652384519577,
-0.43569692969322205,
-0.04827089607715607,
0.8235393166542053,
-0.12705637514591217,
-0.22421568632125854,
0.5319150686264038,
0.037992123514413834,
-0.030157949775457382,
0.01665453054010868,
0.29779982566833496,
-0.4256061017513275,
-0.29684755206108093,
-0.43600332736968994,
-0.46492037177085876,
-0.21424204111099243,
0.21589745581150055,
-0.5809218287467957,
0.15904012322425842,
0.7060245275497437,
0.5802586674690247,
0.011712864972651005,
0.4925532937049866,
-0.13686692714691162,
-0.3239387571811676,
-0.218433678150177,
0.1698344498872757,
0.06725682318210602,
-0.5863949060440063,
0.24162741005420685,
-0.04296586290001869,
-0.07466649264097214,
-0.28458231687545776,
0.10383692383766174,
-0.19185616075992584,
-0.3749494254589081,
-0.12654519081115723,
-0.19627447426319122,
0.0037989250849932432,
-0.3557961881160736,
-0.2638404965400696,
-0.07954999059438705,
0.00947829894721508,
0.10172225534915924,
-0.1906963735818863,
0.39009371399879456,
0.1274215430021286,
0.2755073308944702,
-0.6044720411300659,
0.01678844355046749,
-0.5219556093215942,
-1.1410037279129028,
0.08465576171875,
-0.10492468625307083,
0.2797965705394745,
-0.5900490880012512,
-0.26213133335113525,
0.15191665291786194,
0.5154175758361816,
0.2727223336696625,
-0.5536510944366455,
-0.49139779806137085,
-0.13702216744422913,
0.30071601271629333,
-0.5494396686553955,
0.04221538454294205,
-0.2562422752380371,
-0.2709566354751587,
-0.22011792659759521,
0.02500198408961296,
-0.446948766708374,
-0.39513099193573,
-0.08586885035037994,
0.3770219385623932,
0.4260725975036621,
0.14143165946006775,
0.5846852660179138,
-0.1438310742378235,
-0.23703190684318542,
0.14543399214744568,
0.2098364681005478,
0.1670295149087906,
-0.3256491720676422,
-0.07798093557357788,
-0.12193169444799423,
0.5035858750343323,
0.38545963168144226,
-0.13127754628658295,
-0.4975542426109314,
0.32772400975227356,
0.18207556009292603,
-0.94931960105896,
-0.08857747912406921,
0.26976215839385986,
-0.6750431656837463,
0.040482811629772186,
0.24605078995227814,
-0.4543428122997284,
-0.023790616542100906,
-0.7841588258743286,
-0.3332059383392334,
-0.5923332571983337,
0.06183633208274841,
-0.2612849473953247,
-0.15135392546653748,
0.26193374395370483,
-0.5273081660270691,
-0.6631202101707458,
0.4831889271736145,
0.37586674094200134,
-0.37119850516319275,
-0.837815523147583,
0.06815711408853531,
-0.39211979508399963,
-0.3380337059497833,
0.4290286898612976,
-0.6331906914710999,
0.27307164669036865,
0.16240155696868896,
-0.0343412347137928,
0.10031828284263611,
0.4651225507259369,
0.5993305444717407,
-0.11909464746713638,
-0.6927158832550049,
-0.4560863673686981,
0.459919810295105,
-0.2710551917552948,
-0.07214463502168655,
-0.008769000880420208,
0.607612669467926,
-0.041703030467033386,
-0.44514891505241394,
0.2089797705411911,
-0.050840482115745544,
0.14212311804294586,
-0.3900119662284851,
-0.7220470905303955,
0.06751889735460281,
0.4143632650375366,
-0.3842484951019287,
-0.22672316431999207,
0.49387505650520325,
0.6098533272743225,
-0.5150363445281982,
-0.11161530017852783,
-0.28747788071632385,
0.23057754337787628,
0.35640135407447815,
-0.16720402240753174,
-0.2084130495786667,
-0.16837705671787262,
0.057803161442279816,
0.3813743591308594,
0.02262042835354805,
0.4658876657485962,
-0.49435731768608093,
0.35605013370513916,
-0.26360949873924255,
0.6428578495979309,
0.029155660420656204,
0.7157871127128601,
0.5117674469947815,
0.2215339094400406,
-0.05505730211734772,
-0.46547654271125793,
0.04061098024249077,
0.035808634012937546,
-0.1197083443403244,
0.0524270199239254,
-0.2672456204891205,
0.23251532018184662,
-0.6670325398445129,
0.36426806449890137,
-0.6146693229675293,
0.15471060574054718,
-0.2682080566883087,
0.16714178025722504,
-0.6202599406242371,
-0.45430848002433777,
-0.1746460348367691,
-0.5154573917388916,
-0.1426030546426773,
0.13380786776542664,
-0.024914052337408066,
0.2555953860282898,
-0.5211312770843506,
-0.04550454393029213,
-0.02601996436715126,
-0.3333945572376251,
0.38661929965019226,
0.13510876893997192,
-0.19227737188339233,
0.3630825877189636,
-0.04918535798788071,
0.0895477905869484,
-0.36456215381622314,
-0.5050591230392456,
0.3713720440864563,
0.25631964206695557,
0.16537082195281982,
0.48377057909965515,
0.5713997483253479,
-0.517339289188385,
0.24750077724456787,
0.36899539828300476,
0.0478244423866272,
0.6947876811027527,
0.3972035050392151,
-0.25057294964790344,
0.22729098796844482,
0.9704272747039795,
0.04578268155455589,
0.37281352281570435,
0.316602885723114,
0.11268867552280426,
0.2242470383644104,
0.7006929516792297,
0.4660193622112274,
0.4729212820529938,
0.4262799024581909,
-0.013280041515827179,
0.5997926592826843,
0.31961995363235474,
-0.2299911081790924,
0.14964261651039124,
-0.2911261320114136,
-0.4759790003299713,
0.2507895231246948,
0.6046984195709229,
-0.41817301511764526,
0.0041448925621807575,
-0.1024167612195015,
-0.07240264862775803,
0.419502317905426,
-0.014301829040050507,
-0.192656472325325,
-0.6536645889282227,
0.40806394815444946,
0.34099245071411133,
-0.20737026631832123,
-0.279575914144516,
0.1340978592634201,
-0.011664633639156818,
-0.23105062544345856,
0.5752390027046204,
-0.04542560502886772,
-0.5706862211227417,
0.11334016919136047,
0.34091466665267944,
0.2630861699581146,
0.20270498096942902,
-0.41908544301986694,
0.34157663583755493,
0.31915387511253357,
0.3087114095687866,
0.4007609486579895,
0.22106336057186127,
0.0027246568351984024,
-0.30355527997016907,
0.30165502429008484,
0.28931644558906555,
0.26551681756973267,
0.14456166326999664,
-0.13296246528625488,
0.8341330289840698,
-0.2839508354663849,
0.13672439754009247,
0.3306855261325836,
0.032436951994895935,
0.6065773963928223,
-0.26794376969337463,
-0.5341320633888245,
-0.06705106049776077,
-0.3085477948188782,
-0.2348763793706894,
0.32692211866378784,
0.13772420585155487,
-0.3737817704677582,
0.0697070062160492,
-0.6636906266212463,
-0.3389143645763397,
0.30157172679901123,
-0.45685234665870667,
-0.2362368404865265,
-0.25360146164894104,
0.6662941575050354,
0.45898714661598206,
0.24300937354564667,
0.2998034656047821,
-0.08251634985208511,
-0.27587080001831055,
0.2493375986814499,
-0.5312086343765259,
0.21392115950584412,
-0.8629496097564697,
-0.8349863290786743,
-0.42989063262939453,
0.2819148004055023,
0.6191543340682983,
0.03058895841240883,
-0.2734434902667999,
-0.04781955108046532,
0.043265972286462784,
0.37730348110198975,
0.9227087497711182,
-0.5913617014884949,
-0.20590153336524963,
-0.6882688999176025,
0.33677154779434204,
-0.4111245274543762,
0.605115532875061,
0.05534997582435608,
0.08631118386983871,
0.2950160503387451,
0.09575868397951126,
-0.4475870132446289,
0.12442445755004883,
0.22060613334178925,
-0.5394629836082458,
-0.17210887372493744,
-0.032887764275074005,
0.44081631302833557,
-0.38992276787757874,
-0.068434938788414,
0.3677175045013428,
-0.06848275661468506,
0.5989044904708862,
-0.7829688787460327,
-0.1993519812822342,
-0.39934808015823364,
0.30271315574645996,
0.1611008197069168,
-0.43819886445999146,
0.1048392504453659,
0.05884619429707527,
-0.308544784784317,
0.055257443338632584,
0.3669266700744629,
-0.05914372205734253,
-0.06162894144654274,
-0.17206095159053802,
0.3480592966079712,
0.11266981810331345,
0.23149780929088593,
-0.002566469367593527,
-0.7979249358177185,
-0.13613179326057434,
-0.08819214999675751
] |
Recent years have seen unprecedented growth in the popularity of social network systems, with Facebook being an archetypical example. The access control paradigm behind the privacy preservation mechanism of Facebook is distinctly different from such existing access control paradigms as Discretionary Access Control, Role-Based Access Control, Capability Systems, and Trust Management Systems. This work takes a first step in deepening the understanding of this access control paradigm, by proposing an access control model that formalizes and generalizes the privacy preservation mechanism of Facebook. The model can be instantiated into a family of Facebook-style social network systems, each with a recognizably different access control mechanism, so that Facebook is but one instantiation of the model. We also demonstrate that the model can be instantiated to express policies that are not currently supported by Facebook but possess rich and natural social significance. This work thus delineates the design space of privacy preservation mechanisms for Facebook-style social network systems, and lays out a formal framework for policy analysis in these systems. | [
-0.0002690758556127548,
0.004891744814813137,
0.0039135972037911415,
0.012977799400687218,
0.01694686897099018,
-0.011727469973266125,
0.009492398239672184,
-0.007486819289624691,
-0.014562836848199368,
-0.00020792381837964058,
-0.009273437783122063,
0.012334389612078667,
0.01295415684580803,
0.017654569819569588,
-0.013113054446876049,
0.007498730905354023,
-0.00036514527164399624,
0.0016754348762333393,
0.005398811772465706,
0.0020675412379205227,
0.022156890481710434,
0.01362695638090372,
0.008609932847321033,
0.012963594868779182,
-0.0011743996292352676,
0.0018454734236001968,
-0.009909862652420998,
-0.005547012202441692,
-0.007198245730251074,
0.0025469381362199783,
0.003926913253962994,
-0.016950681805610657,
0.003658619476482272,
0.029166975989937782,
0.0063003310933709145,
0.014563638716936111,
-0.0005525406450033188,
0.021852517500519753,
0.025749724358320236,
-0.002313119126483798,
0.006836896296590567,
-0.0002668746164999902,
-0.00037936802254989743,
-0.02312197908759117,
-0.00852220132946968,
-0.0027592703700065613,
0.0008224753546528518,
0.025342028588056564,
-0.024616537615656853,
0.0057832347229123116,
-0.013090934604406357,
0.011060484685003757,
0.0044724661856889725,
0.0041478294879198074,
-0.005715902894735336,
-0.0310475192964077,
0.018251413479447365,
0.002292423043400049,
-0.02765074372291565,
-0.02859436720609665,
0.007619454991072416,
0.02811986580491066,
0.008489501662552357,
-0.01428433507680893,
-0.0015781766269356012,
-0.06739412993192673,
-0.007546248380094767,
0.01516769453883171,
-0.010949228890240192,
-0.016753986477851868,
0.0265292227268219,
0.013363244943320751,
-0.004975406918674707,
0.005733681842684746,
-0.01106871385127306,
0.0020268065854907036,
0.009801939129829407,
0.014344271272420883,
-0.015250442549586296,
0.01983698084950447,
-0.040172234177589417,
0.011995200999081135,
0.015568939968943596,
0.017607394605875015,
-0.024011526256799698,
0.0007497619371861219,
-0.012994918040931225,
0.025809263810515404,
-0.043377362191677094,
0.029213901609182358,
0.0168831255286932,
-0.044742025434970856,
-0.015952076762914658,
-0.01114692073315382,
-0.013197164982557297,
0.005195562727749348,
-0.013704902492463589,
0.019795771688222885,
-0.011520525440573692,
0.018183570355176926,
-0.007418549619615078,
-0.0008064932771958411,
0.020508427172899246,
-0.033175040036439896,
0.010370077565312386,
0.010932615958154202,
-0.017389515414834023,
-0.007960121147334576,
-0.005546228494495153,
0.008598342537879944,
-0.007222726475447416,
0.0043526156805455685,
-0.021936491131782532,
-0.004211961291730404,
0.008995814248919487,
0.008843682706356049,
0.010883701033890247,
-0.00912309531122446,
0.008657101541757584,
-0.024324070662260056,
-0.005315737798810005,
-0.022648409008979797,
0.008742835372686386,
0.015848498791456223,
0.006901070475578308,
-0.00430993502959609,
-0.0012213181471452117,
0.007874803617596626,
0.019718313589692116,
0.021598394960165024,
-0.007540591526776552,
-0.0035443645901978016,
0.004060473758727312,
0.011264987289905548,
0.0032611843198537827,
-0.006339609157294035,
0.011640630662441254,
-0.013408392667770386,
0.0008428147993981838,
-0.021146260201931,
0.0019790681544691324,
0.006978330202400684,
0.007273457944393158,
0.01169150322675705,
0.014740371145308018,
0.004380115773528814,
-0.03208785504102707,
0.020397836342453957,
0.020880654454231262,
0.00861747469753027,
0.001754474127665162,
0.0016862957272678614,
-0.03248366713523865,
-0.005463561974465847,
-0.004323148634284735,
0.02413240633904934,
0.013062901794910431,
0.003433619160205126,
-0.008157960139214993,
0.007684899494051933,
-0.013940075412392616,
0.0013562538661062717,
0.010840891860425472,
0.007385472301393747,
0.012800261378288269,
-0.012844601646065712,
-0.0000864928588271141,
0.0016188300214707851,
-0.03651351109147072,
-0.002205079421401024,
-0.00869958009570837,
0.0002236075233668089,
0.03906518965959549,
0.010529233142733574,
-0.0038362923078238964,
-0.005355893634259701,
0.0037035872228443623,
0.009341640397906303,
-0.01980006694793701,
0.06751687824726105,
-0.003557847812771797,
0.027888566255569458,
0.004133092705160379,
0.0017619655700400472,
0.017398811876773834,
-0.004161415621638298,
0.0036541123408824205,
-0.00399983674287796,
0.012103314511477947,
-0.010545123368501663,
-0.0058864569291472435,
-0.014246353879570961,
-0.02231045812368393,
-0.002835524268448353,
-0.03393629193305969,
0.003889769082888961,
-0.0018511642701923847,
-0.004264356102794409,
0.010122988373041153,
0.005491895601153374,
0.036129944026470184,
0.010836319997906685,
0.026453394442796707,
-0.0010311775840818882,
-0.004866177216172218,
0.0030731800943613052,
0.007867584004998207,
-0.0001816796138882637,
0.013025682419538498,
0.013431087136268616,
0.008834829553961754,
-0.025487089529633522,
0.003577879397198558,
-0.0016580942319706082,
-0.005793232470750809,
0.0036701990757137537,
0.012155096046626568,
0.02241651900112629,
0.03951265662908554,
-0.019368939101696014,
-0.007370369508862495,
-0.003923489712178707,
0.009250227361917496,
0.012546089477837086,
0.011045842431485653,
0.008398288860917091,
-0.001613883301615715,
0.011582333594560623,
-0.005235892254859209,
0.005353080574423075,
-0.01747642271220684,
-0.030743960291147232,
-0.005975522566586733,
0.015535291284322739,
0.010144941508769989,
0.0024805241264402866,
0.008416606113314629,
-0.01340106874704361,
0.0015159525210037827,
-0.011281773447990417,
-0.009872383438050747,
-0.004146089311689138,
-0.015096471644937992,
0.009797301143407822,
-0.0036519228015094995,
0.0171955656260252,
0.02183770015835762,
0.005323849152773619,
0.010843484662473202,
-0.015762977302074432,
0.001590930507518351,
0.021356362849473953,
0.048829976469278336,
-0.01892302744090557,
0.009961743839085102,
0.009304316714406013,
0.01866847090423107,
-0.0023689456284046173,
0.023014547303318977,
0.003269836539402604,
-0.0019246174488216639,
0.0033612679690122604,
-0.02560049295425415,
-0.022497860714793205,
0.0015057511627674103,
0.007028033025562763,
-0.021072667092084885,
0.02886211685836315,
0.0018034204840660095,
-0.010656643658876419,
0.003426720155403018,
-0.0033134915865957737,
0.008619959466159344,
-0.08216790109872818,
-0.007344616111367941,
0.00011579412966966629,
0.015837065875530243,
0.010767286643385887,
-0.022467415779829025,
-0.008672523312270641,
0.012659767642617226,
-0.01213868334889412,
-0.0004807957448065281,
0.009263889864087105,
-0.010287187062203884,
-0.01366240531206131,
0.030024586245417595,
0.02700958400964737,
-0.009588617831468582,
0.005285449326038361,
0.011554105207324028,
0.005907582119107246,
0.0042577567510306835,
0.007320056203752756,
0.027956120669841766,
-0.0019672648049890995,
-0.005227318033576012,
-0.02236967906355858,
-0.010352402925491333,
-0.011878120712935925,
0.0026050377637147903,
-0.011780180968344212,
0.00838024728000164,
0.0023529448080807924,
0.003730266122147441,
-0.016648689284920692,
-0.006466607563197613,
0.0038035621400922537,
-0.015364570543169975,
0.0050890278071165085,
-0.027148520573973656,
-0.014910168945789337,
-0.0255630724132061,
0.003582864534109831,
0.020064983516931534,
-0.0007124403491616249,
0.019495513290166855,
0.0069051082246005535,
0.002470111008733511,
0.019075483083724976,
-0.0019758562557399273,
0.011691147461533546,
-0.01739104837179184,
0.0072943768464028835,
-0.004802933428436518,
-0.0011423598043620586,
0.002673195209354162,
-0.00834697112441063,
0.014655712060630322,
-0.00810164213180542,
0.016720179468393326,
-0.008964711800217628,
-0.004169453401118517,
-0.02947743982076645,
-0.023580286651849747,
-0.005877248011529446,
0.003233289811760187,
-0.021891284734010696,
-0.005655746906995773,
0.018492069095373154,
-0.0018301421077921987,
0.025411225855350494,
-0.0009136770386248827,
0.00983322225511074,
0.0002564569003880024,
-0.001253423746675253,
0.0032196708489209414,
0.01577460765838623,
-0.01285138912498951,
-0.007627721410244703,
-0.0073614055290818214,
0.023416630923748016,
0.002982016885653138,
-0.005456266924738884,
-0.0038217364344745874,
0.004185504280030727,
0.011184501461684704,
-0.014567466452717781,
0.0008193004177883267,
0.008173475973308086,
-0.01754273660480976,
0.001832201611250639,
-0.00960647314786911,
0.000018786813598126173,
-0.001268091145902872,
0.0100048603489995,
0.004234617576003075,
-0.001139080268330872,
-0.004067416302859783,
0.0036717934999614954,
-0.00468409201130271,
-0.009907875210046768,
0.009885584004223347,
-0.013760743662714958,
-0.0022808185312896967,
-0.00359481293708086,
-0.008140115067362785,
-0.020998280495405197,
0.010249022394418716,
-0.005175996571779251,
0.02930847369134426,
-0.014598561450839043,
-0.007641281001269817,
-0.03490400314331055,
-0.004012851510196924,
-0.008359232917428017,
0.006734957452863455,
0.011910493485629559,
-0.009450138546526432,
-0.006569822784513235,
0.006588446907699108,
0.07264603674411774,
-0.007751097436994314,
0.011079519987106323,
-0.006525661330670118,
0.007528381422162056,
-0.03399059921503067,
0.01062199380248785,
0.0011791475117206573,
0.008397141471505165,
-0.006565500050783157,
0.010977932251989841,
0.012983732856810093,
0.0007296232506632805,
-0.012902189046144485,
-0.012532435357570648,
-0.0012236353941261768,
-0.007208994589745998,
-0.0004092566668987274,
-0.0089266924187541,
0.01597999781370163,
0.0017817080952227116,
-0.01239084079861641,
0.004969339817762375,
0.02693146839737892,
0.020879056304693222,
0.018521368503570557,
0.006267396733164787,
-0.011755218729376793,
0.004912163596600294,
-0.0016891841078177094,
0.008611757308244705,
0.023780029267072678,
-0.0017330532427877188,
-0.000014435499906539917,
0.0419536754488945,
-0.0028466815128922462,
0.023713739588856697,
-0.004077127669006586,
0.01722024194896221,
0.011265371926128864,
0.006197291426360607,
-0.014654263854026794,
0.0039963917806744576,
0.016321731731295586,
0.017312079668045044,
0.025727704167366028,
-0.01166868768632412,
-0.00341046997345984,
0.0025573293678462505,
0.006133400835096836,
-0.0096136424690485,
0.011910684406757355,
0.009083769284188747,
0.013540314510464668,
0.013243047520518303,
0.018849007785320282,
0.013630636036396027,
0.00417692307382822,
-0.03908750042319298,
-0.0024751340970396996,
-0.030516231432557106,
0.014750257134437561,
0.030185719951987267,
0.009858114644885063,
0.012066483497619629,
-0.0018485577311366796,
0.009049616754055023,
-0.008085154928267002,
-0.019567344337701797,
0.030225275084376335,
0.01441948302090168,
-0.00015548663213849068,
-0.006040124222636223,
0.011429875157773495,
-0.012172899208962917,
-0.039319731295108795,
0.002685234881937504,
-0.028756605461239815,
0.011743685230612755,
0.014262031763792038,
0.014106093905866146,
0.013139421120285988,
-0.005954559426754713,
0.01730434224009514,
-0.006854004226624966,
-0.003486072178930044,
-0.0048575568944215775,
-0.07441440224647522,
0.001145469956099987,
0.009509366936981678,
-0.006508577615022659,
0.0037137579638510942,
0.022226259112358093,
-0.002191097242757678,
-0.027468813583254814,
-0.007367603946477175,
-0.006366990506649017,
-0.024329185485839844,
0.009502883069217205,
0.010009892284870148,
0.0126930121332407,
0.009630784392356873,
0.004779641516506672,
0.005186190828680992,
0.0005136053077876568,
0.010912749916315079,
0.009356445632874966,
0.01391752902418375,
-0.012396614998579025,
-0.004876614548265934,
-0.022341731935739517,
0.013241486623883247,
-0.08141786605119705,
-0.02258649840950966,
0.010087729431688786,
-0.015760935842990875,
-0.013309566304087639,
0.0032746181823313236,
0.014511698856949806,
-0.023621385917067528,
0.0059505607932806015,
-0.015166442841291428,
-0.009856279008090496,
-0.0017113257199525833,
-0.005212778225541115,
0.005125460680574179,
-0.012225253507494926,
-0.008449056185781956,
0.01746828854084015,
0.0029721325263381004,
0.011479991488158703,
0.015869194641709328,
0.005290458910167217,
0.023775994777679443,
-0.010948698967695236,
0.0011929972097277641,
-0.010453984141349792,
-0.006383773870766163,
-0.021911323070526123,
0.006543072871863842,
0.0061480943113565445,
-0.01839214563369751,
0.014567074365913868,
0.008027603849768639,
0.001266808481886983,
-0.023722264915704727,
-0.0023220391012728214,
-0.006254524923861027,
-0.012807756662368774,
0.01675625704228878,
0.01623036526143551,
-0.004724146798253059,
-0.0004824823699891567,
0.03639711067080498,
-0.018140092492103577,
0.013541219756007195,
0.018079623579978943,
0.014133032411336899,
0.006774719804525375,
-0.0015643772203475237,
-0.007642392069101334,
-0.00531030772253871,
0.005770958960056305,
-0.031922467052936554,
0.0049070874229073524,
0.01594599336385727,
0.02754301205277443,
-0.0004422995261847973,
-0.003276719246059656,
-0.0033489714842289686,
0.005857266951352358,
0.0049994406290352345,
-0.007830515503883362,
-0.003356047673150897,
-0.005050198640674353,
0.07239701598882675,
0.007798167876899242,
0.014418031089007854,
0.012534212321043015,
0.0024540924932807684,
-0.006031126715242863,
-0.009808504953980446,
0.001611645333468914,
-0.0006883030291646719,
-0.023072442039847374,
-0.010216904804110527,
0.0014319221954792738,
-0.01380367111414671,
0.002328672679141164,
0.006901123560965061,
-0.0072968462482094765,
-0.002341547515243292,
-0.03592003136873245,
-0.01239820383489132,
-0.012204837054014206,
-0.01330472156405449,
0.024939024820923805,
-0.022105425596237183,
0.0025895903818309307,
0.010962520726025105,
0.005432571284472942,
0.0006681644590571523,
0.03352533280849457,
-0.004344930872321129,
0.0015441321302205324,
-0.013904931023716927,
-0.010692140087485313,
0.0015549203380942345,
0.002865553367882967,
0.02649194374680519,
-0.022968839854002,
0.011455053463578224,
-0.0015560357132926583,
-0.016357451677322388,
-0.028266508132219315,
0.02506089024245739,
-0.01068520825356245,
-0.001914924243465066,
0.0057097189128398895,
0.017310963943600655,
0.0018823700957000256,
0.018185293301939964,
0.011312168091535568,
-0.0020405880641192198,
0.018459081649780273,
0.015091296285390854,
0.004131045192480087,
-0.02198559232056141,
-0.0035286301281303167,
0.010813826695084572,
-0.013372765854001045,
-0.020435484126210213,
0.005794290918856859,
-0.0345270000398159,
-0.004228238482028246,
0.005028316751122475,
-0.005738572217524052,
-0.002651897957548499,
-0.000756886089220643,
-0.023048771545290947,
0.007297552190721035,
-0.017026647925376892,
-0.019122803583741188,
-0.004093023482710123,
0.015854697674512863,
0.003639248199760914,
-0.010460888966917992,
-0.0015357577940449119,
0.006186298094689846,
0.008547086268663406,
0.027542242780327797,
0.0038803890347480774,
-0.008891815319657326,
0.010487707331776619,
0.002264220267534256,
-0.004434254951775074,
0.028065918013453484,
-0.012015057727694511,
0.009372218511998653,
-0.01138291321694851,
0.0053596217185258865,
-0.004767101723700762,
-0.04655870050191879,
-0.006005148869007826,
0.0029767206870019436,
0.009496736340224743,
0.010332593694329262,
0.0051941219717264175,
0.00963694415986538,
0.006412751041352749,
0.03413369506597519,
0.01647164486348629,
0.008689159527420998,
0.007595904171466827,
-0.001981461886316538,
0.002809336641803384,
-0.0061195893213152885,
-0.007684328127652407,
0.01575428992509842,
0.027074702084064484,
-0.010650182142853737,
0.036890845745801926,
-0.016405265778303146,
-0.014336220920085907,
-0.0000772387720644474,
-0.028036680072546005,
-0.008844726718962193,
0.00664494838565588,
0.006568165961652994,
0.00689400639384985,
0.02395874634385109,
-0.02119584195315838,
0.0015220060013234615,
-0.015545699745416641,
-0.007296633906662464,
-0.014549948275089264,
-0.015710867941379547,
-0.014045624993741512,
0.013008544221520424,
-0.003725269343703985,
-0.004464063793420792,
-0.009871713817119598,
0.0051409597508609295,
0.004345232155174017,
0.0016942365327849984,
0.0016998786013573408,
-0.015297013334929943,
-0.003546325024217367,
0.00021506263874471188,
-0.021275633946061134,
-0.029372844845056534,
-0.005701263435184956,
-0.009355146437883377,
-0.006960924249142408,
-0.00874871201813221,
0.023653794080018997,
-0.011888852342963219,
0.000964301114436239,
0.013201147317886353,
0.00794445164501667,
-0.018994364887475967,
0.014827754348516464,
0.01779233105480671,
0.0037714391946792603,
-0.0009562300983816385,
-0.0033289105631411076,
0.010938519611954689,
0.009201696142554283,
-0.0027520814910531044,
-0.01320793479681015,
0.019826609641313553,
-0.008602295070886612,
-0.0043121748603880405,
0.005191630218178034,
0.0012966468930244446,
-0.03822848200798035,
0.01907246932387352,
-0.01211845874786377,
0.007901429198682308,
-0.008820222690701485,
0.016873130574822426,
-0.006914597470313311,
0.016659844666719437,
0.020096592605113983,
0.000927481334656477,
0.0011262265034019947,
-0.002543123671784997,
-0.013246551156044006,
0.02342112921178341,
-0.005856800824403763,
-0.01617460511624813,
-0.00775466812774539,
0.00974375568330288,
-0.028540978208184242,
0.003286968683823943,
0.025735236704349518,
-0.012489847838878632,
-0.01592010259628296,
-0.006211268715560436,
-0.025968359783291817,
-0.0025968262925744057,
-0.010990167036652565,
-0.004237726330757141,
0.010343044996261597,
-0.017253374680876732,
0.01095958799123764,
0.004383223131299019,
-0.007225146517157555,
0.00792442262172699,
-0.009135328233242035,
0.0017252699472010136,
-0.016035716980695724,
-0.007238998543471098,
-0.00694946339353919,
0.0014018949586898088,
0.026429882273077965,
0.007643017452210188
] | [
-0.032000429928302765,
-0.06637376546859741,
0.10350707918405533,
0.257525235414505,
-0.005345182027667761,
0.019418369978666306,
0.01109874714165926,
0.2413768321275711,
-0.679938018321991,
-0.6992166638374329,
-0.30962103605270386,
0.25629091262817383,
-0.04356703534722328,
0.39650386571884155,
0.0181061290204525,
0.2469336837530136,
0.4191325902938843,
0.1791752427816391,
-0.2980231046676636,
-0.12342780828475952,
-0.9072939157485962,
0.023320453241467476,
0.41592472791671753,
0.008021642453968525,
-0.19358733296394348,
0.042933277785778046,
0.32361873984336853,
0.03272918239235878,
0.08053826540708542,
-0.16707345843315125,
0.1820942759513855,
0.25474536418914795,
-0.221388041973114,
0.1473354697227478,
-0.2685861885547638,
-0.5402131676673889,
-0.41073471307754517,
-0.15986031293869019,
0.016932081431150436,
-0.4778760075569153,
-0.13077706098556519,
-0.012965891510248184,
-0.14748775959014893,
0.4609825313091278,
-0.3021851181983948,
-0.4183896780014038,
-1.5152283906936646,
0.3757586181163788,
-0.07668052613735199,
0.3576807677745819,
-0.5527812838554382,
0.38988298177719116,
0.1593502014875412,
0.12798240780830383,
-0.03419134393334389,
0.11042498052120209,
-0.012748991139233112,
-0.19520244002342224,
0.1357448399066925,
-0.36552444100379944,
0.25764796137809753,
-0.10053889453411102,
0.207224041223526,
-0.081830695271492,
-0.0648711621761322,
0.22307445108890533,
0.2022198736667633,
-0.27559179067611694,
-0.35077765583992004,
-0.05766743794083595,
0.0886862501502037,
-0.43274420499801636,
-0.22003084421157837,
0.2629263997077942,
-0.7014188766479492,
0.27957621216773987,
0.223084956407547,
-0.27427586913108826,
0.2085481435060501,
-0.20084744691848755,
-0.22646793723106384,
0.08793068677186966,
0.4444543719291687,
0.08076741546392441,
0.643962025642395,
0.25445762276649475,
-0.18081049621105194,
0.601643443107605,
-0.37683457136154175,
0.38956475257873535,
0.023407934233546257,
-0.29589149355888367,
0.7052613496780396,
0.45851054787635803,
0.34670302271842957,
0.30001991987228394,
0.24154449999332428,
-0.0905589610338211,
0.4256782531738281,
0.25223928689956665,
0.016684086993336678,
-0.17022496461868286,
-0.25427940487861633,
-0.49994096159935,
-0.20719142258167267,
-0.305799275636673,
-0.2837733030319214,
-0.4610278904438019,
-0.24845664203166962,
-0.049599770456552505,
-0.26336273550987244,
0.5025303959846497,
-0.018860168755054474,
0.050583310425281525,
0.4362871050834656,
0.36319583654403687,
0.12855462729930878,
-0.28786468505859375,
0.12435707449913025,
0.02054320089519024,
-0.24221809208393097,
0.847531259059906,
-0.05460076779127121,
0.07575979828834534,
0.23800398409366608,
0.1409890204668045,
0.3867950141429901,
0.3462112545967102,
-0.3817054033279419,
-0.37152665853500366,
0.3060712516307831,
0.7226468324661255,
-0.1615695059299469,
0.03130470961332321,
-0.13400471210479736,
-0.16295000910758972,
0.2043607532978058,
0.04393453523516655,
0.1811709851026535,
-0.12659156322479248,
-0.2639504075050354,
-0.6066576838493347,
-0.05902394652366638,
0.015646299347281456,
0.5229628682136536,
-0.26775941252708435,
0.38895756006240845,
-0.22744055092334747,
-0.29099076986312866,
-0.35948607325553894,
-0.28427860140800476,
-0.0027351875323802233,
-0.8795567750930786,
0.08176907896995544,
0.044934485107660294,
0.7158650159835815,
0.03486619517207146,
-0.22792693972587585,
0.3191932439804077,
0.11481625586748123,
-0.07837899774312973,
-0.034382112324237823,
-0.38918641209602356,
-0.19503037631511688,
0.17228777706623077,
-0.5780876874923706,
0.048969145864248276,
0.47943222522735596,
0.2941036820411682,
0.28410887718200684,
-0.2556231915950775,
0.2477697730064392,
-0.12325901538133621,
-0.15300318598747253,
-0.043754227459430695,
0.355879008769989,
0.1416626274585724,
0.19219639897346497,
0.13706570863723755,
0.3639626204967499,
-0.7415067553520203,
-0.043239232152700424,
0.2120601385831833,
-0.21491564810276031,
-0.110506571829319,
0.229824960231781,
0.4800010323524475,
-0.14372418820858002,
0.0721505805850029,
0.09825024008750916,
-0.340819388628006,
-0.11431614309549332,
0.08635564148426056,
-0.7214512825012207,
1.3394205570220947,
-0.33706751465797424,
-0.31632453203201294,
1.3249391317367554,
0.060330070555210114,
0.3299065828323364,
0.03450874611735344,
0.1657889187335968,
0.08841388672590256,
-0.15373973548412323,
-0.6406384706497192,
-0.09616826474666595,
-0.08982450515031815,
0.03800152987241745,
-0.5360845923423767,
-0.28099295496940613,
0.5751073956489563,
-0.23280616104602814,
0.07331699877977371,
-0.2854819595813751,
0.11297177523374557,
0.3356126546859741,
-0.20452573895454407,
0.3041607141494751,
-0.43240106105804443,
-0.2678695023059845,
0.9465014934539795,
-0.39095327258110046,
0.55617755651474,
0.7387271523475647,
0.30083099007606506,
0.27845215797424316,
0.475700318813324,
0.3083426058292389,
1.046258568763733,
-0.3673211336135864,
-0.21829617023468018,
-0.2686610221862793,
0.3274736702442169,
-0.6163308024406433,
0.14070279896259308,
0.17181217670440674,
0.13164794445037842,
-0.5686646699905396,
-0.16781365871429443,
-0.022371303290128708,
0.20418556034564972,
0.18818064033985138,
-0.29300063848495483,
0.6092388033866882,
0.1990741491317749,
-0.24268454313278198,
-0.4594551622867584,
0.008985842578113079,
-0.38669997453689575,
0.061260025948286057,
0.20900268852710724,
0.5687959790229797,
0.20598971843719482,
-0.6304159760475159,
-0.032621804624795914,
-0.018138544633984566,
-0.0561484731733799,
-0.24961595237255096,
-0.16620537638664246,
0.1538206934928894,
0.0034126692917197943,
-0.0013742664596065879,
-0.21819791197776794,
0.5050456523895264,
-0.03948706388473511,
-0.5240586996078491,
-0.5516130328178406,
-0.49591875076293945,
0.42560121417045593,
0.4244645833969116,
0.25333961844444275,
-0.3604741394519806,
-0.3332671523094177,
0.19798412919044495,
0.12059518694877625,
-0.6213690042495728,
0.17576368153095245,
0.2141735553741455,
-0.4233563244342804,
-0.626602828502655,
-0.27462252974510193,
0.6978338956832886,
0.6765628457069397,
-0.7932775616645813,
-0.25858116149902344,
-0.4589861035346985,
0.26098015904426575,
-0.20764178037643433,
-0.6501665711402893,
0.06659779697656631,
0.3609186112880707,
0.15792036056518555,
0.2351331114768982,
-0.0772906020283699,
0.43312540650367737,
0.7632937431335449,
-0.05838422849774361,
0.22205671668052673,
0.036478616297245026,
0.15434102714061737,
-0.2721204161643982,
0.2577081024646759,
-0.026248734444379807,
-0.1537569761276245,
0.24004560708999634,
-0.19134441018104553,
-0.2660946846008301,
0.3940913677215576,
-6.197483062744141,
-0.39581143856048584,
0.10391700267791748,
-0.23616479337215424,
-0.5539228916168213,
-0.034694820642471313,
0.8639554977416992,
-0.3046930134296417,
0.1784089356660843,
-0.1182226687669754,
0.28404152393341064,
0.4673652946949005,
0.19530834257602692,
0.4389341175556183,
-0.13341151177883148,
0.5634872913360596,
0.6341621279716492,
0.2853614091873169,
0.03160175681114197,
-0.10299700498580933,
-0.2623900771141052,
-0.31709328293800354,
-0.003712128149345517,
0.2830154299736023,
-0.04193548485636711,
-0.12845930457115173,
-0.537297785282135,
-0.008694544434547424,
-0.006710948888212442,
-0.08698781579732895,
-0.10594460368156433,
-0.24339884519577026,
-0.2595970630645752,
-0.013662086799740791,
0.13417036831378937,
0.2913720905780792,
0.24970300495624542,
0.041700951755046844,
-0.007408061996102333,
-0.49828648567199707,
0.3257383406162262,
0.6485291719436646,
-0.1650853455066681,
0.04855227470397949,
0.2103573977947235,
-0.2861323654651642,
-0.261397123336792,
0.2133009433746338,
-0.3320489823818207,
0.5258079767227173,
-0.31307241320610046,
-0.31354305148124695,
0.4125387370586395,
0.018301043659448624,
0.17722433805465698,
-0.24165385961532593,
0.3535861074924469,
-0.008642611093819141,
-0.23425833880901337,
0.08645548671483994,
0.2214013934135437,
-0.23462465405464172,
0.34794169664382935,
-0.856512188911438,
0.1465563029050827,
-0.002178025199100375,
-1.1114275455474854,
-0.741696298122406,
0.12811993062496185,
0.10204991698265076,
-0.6094871163368225,
0.4105132818222046,
0.2621177136898041,
-0.6319936513900757,
0.395322322845459,
-0.6523174047470093,
0.1385793387889862,
0.050921469926834106,
0.16560237109661102,
0.0414561927318573,
-0.29311472177505493,
-0.16755597293376923,
-0.24661825597286224,
0.18912273645401,
0.020525725558400154,
-0.46917614340782166,
0.1266869306564331,
-0.19359077513217926,
-0.24410483241081238,
0.13088510930538177,
0.8695759773254395,
-0.11062449961900711,
0.31362345814704895,
0.6838019490242004,
0.7472841739654541,
0.5992470979690552,
0.3054308593273163,
0.25362569093704224,
0.09591110795736313,
-0.3779093623161316,
0.8478885889053345,
0.012328948825597763,
-0.4990622103214264,
-0.7314285635948181,
0.1648780256509781,
0.4548904597759247,
0.09084049612283707,
0.02762274071574211,
0.5206610560417175,
-0.529943585395813,
-0.29233700037002563,
-0.13988788425922394,
-0.5102918744087219,
-0.515677273273468,
0.4223448634147644,
-0.0700177252292633,
-0.3816103935241699,
-0.18551281094551086,
0.11682397127151489,
-0.2872416377067566,
0.3782981038093567,
0.49266332387924194,
0.2246987521648407,
0.49742642045021057,
0.0304602961987257,
-0.6672595143318176,
0.16153721511363983,
0.1886691153049469,
-0.1477794647216797,
-0.3349704146385193,
0.622748851776123,
0.44283774495124817,
-0.3228151202201843,
-0.0431852787733078,
0.33508816361427307,
-0.13858763873577118,
0.018516136333346367,
-0.059263840317726135,
-0.06936738640069962,
-0.40319496393203735,
-0.07825424522161484,
0.16313765943050385,
-0.2722420394420624,
0.13557547330856323,
0.28603219985961914,
0.10447825491428375,
-0.2813825309276581,
0.09117095172405243,
-0.1373215764760971,
0.21583552658557892,
-0.3477780818939209,
-0.8020259141921997,
0.135048046708107,
-0.08604885637760162,
-0.0862564966082573,
-0.11020805686712265,
0.2750619947910309,
0.11137744784355164,
0.042027175426483154,
-0.06960467994213104,
0.2291957139968872,
-0.09506632387638092,
-0.7715508937835693,
0.1906924545764923,
0.41192853450775146,
0.00471111387014389,
-0.9386174082756042,
-0.11538052558898926,
0.06157640740275383,
0.07512104511260986,
0.17507591843605042,
-0.17583562433719635,
-0.6232016682624817,
-0.3875449299812317,
0.11636380106210709,
0.04787643998861313,
-0.1583136022090912,
0.2296379953622818,
-0.14476434886455536,
-0.12657113373279572,
0.048182569444179535,
-0.29092690348625183,
-0.5136974453926086,
0.4159432053565979,
0.7263968586921692,
-0.1836184710264206,
0.06233847513794899,
0.09959807991981506,
-0.2317352145910263,
-0.02887911908328533,
0.4409661293029785,
0.37888041138648987,
0.2939741909503937,
0.040701091289520264,
-0.04757881537079811,
-0.5023673176765442,
0.23054754734039307,
-0.4093863070011139,
-0.09211331605911255,
-0.7496479749679565,
0.3073791563510895,
0.423829585313797,
-0.4309006333351135,
0.2707139849662781,
0.13777679204940796,
-0.3054483234882355,
0.12173382937908173,
-0.33170485496520996,
-0.24598711729049683,
-0.06600835919380188,
-0.5039213299751282,
-0.5742945671081543,
0.0976833701133728,
-0.06520714610815048,
-0.07849440723657608,
-0.005301640368998051,
0.15406493842601776,
-0.1352664977312088,
-0.6999484896659851,
0.4950089156627655,
0.27901458740234375,
-0.3523012697696686,
-0.2791682481765747,
-0.3034267723560333,
-0.6724456548690796,
0.2547546625137329,
0.4437079429626465,
-0.5316824913024902,
-0.11201639473438263,
-0.1319035440683365,
-0.22827301919460297,
0.03933098912239075,
0.40940260887145996,
0.005157903768122196,
-0.3448230028152466,
-0.3847624361515045,
-0.14641840755939484,
0.4991060793399811,
-0.4730466902256012,
0.28663644194602966,
-0.10216411203145981,
0.6852853298187256,
-0.46182483434677124,
-0.6078684329986572,
-0.39044398069381714,
-0.024890102446079254,
0.3002476394176483,
0.058863893151283264,
-0.8677821159362793,
-0.2686215937137604,
0.3609321713447571,
-0.28815966844558716,
0.04563639685511589,
-0.08957977592945099,
0.5096709132194519,
0.1666785329580307,
-0.03332638368010521,
-0.6531476974487305,
-0.02063857577741146,
0.1985144168138504,
-0.19004973769187927,
-0.5428062081336975,
-0.40200507640838623,
-0.36620211601257324,
0.35855451226234436,
0.1449429839849472,
-0.31156232953071594,
-0.7751739025115967,
0.11910773813724518,
-0.2756046950817108,
0.13611353933811188,
0.12518540024757385,
0.48139458894729614,
0.26982346177101135,
0.43629559874534607,
-0.04939510300755501,
-0.24432896077632904,
0.15223266184329987,
-0.18752264976501465,
-0.03836328163743019,
-0.16010287404060364,
-0.30894821882247925,
0.10395380854606628,
-0.5197595953941345,
0.0631597489118576,
-0.306075781583786,
0.4846575856208801,
-0.3823782205581665,
0.36745792627334595,
-0.49931368231773376,
-0.4205459952354431,
-0.030984098091721535,
-0.40779179334640503,
0.21416296064853668,
-0.11246546357870102,
-0.0636860802769661,
0.18831831216812134,
0.10271324217319489,
-0.14954853057861328,
0.11101984977722168,
0.04076102003455162,
0.6628602743148804,
0.35878127813339233,
-0.22540268301963806,
0.3259412944316864,
0.32248973846435547,
0.1135571226477623,
-0.03582283481955528,
0.15432655811309814,
0.13918733596801758,
0.22475150227546692,
0.023208413273096085,
0.41670745611190796,
0.8305178880691528,
-0.6065996289253235,
0.1505170315504074,
0.5054243206977844,
-0.22397731244564056,
0.6823965907096863,
0.15720631182193756,
-0.11986526846885681,
0.492813378572464,
0.42816397547721863,
-0.08127906173467636,
-0.15928788483142853,
0.49254870414733887,
-0.22547854483127594,
0.016863025724887848,
-0.0020993745420128107,
0.3563459515571594,
0.5192273259162903,
0.9096972942352295,
-0.32716986536979675,
0.319818913936615,
0.35239651799201965,
-0.08290334045886993,
0.09074258804321289,
0.03433409705758095,
-0.49355921149253845,
0.32536956667900085,
0.8682116270065308,
-0.06801746785640717,
-0.2954266369342804,
0.03005751594901085,
-0.2703002393245697,
0.4656314253807068,
0.1524035632610321,
0.45695367455482483,
-0.5927869081497192,
0.2822261452674866,
0.3956936299800873,
0.013236382976174355,
-0.11379308998584747,
0.010329040698707104,
-0.34925681352615356,
-0.34000664949417114,
0.2887763977050781,
-0.3924025595188141,
0.09203781932592392,
0.15694895386695862,
0.13963326811790466,
0.653875470161438,
-0.05251837521791458,
-0.007421225309371948,
-0.3440508246421814,
0.3482028543949127,
0.46575626730918884,
0.05982658267021179,
0.18538810312747955,
-0.11149850487709045,
-0.08388820290565491,
0.4112338125705719,
-0.3501850366592407,
0.13573765754699707,
0.07164769619703293,
-0.45054465532302856,
0.36786210536956787,
-0.022988973185420036,
-0.10226693749427795,
0.10324736684560776,
0.033998068422079086,
0.09251315146684647,
0.2070905566215515,
-0.41338348388671875,
0.1491607427597046,
0.12235909700393677,
-0.31398341059684753,
0.5669520497322083,
0.08281407505273819,
-0.028367996215820312,
-0.3437880277633667,
-0.6638447642326355,
-0.23971471190452576,
0.7181752920150757,
-0.34213200211524963,
0.2229568064212799,
-0.2730657160282135,
1.0889438390731812,
0.32118335366249084,
0.2420269250869751,
0.02876785397529602,
0.20038065314292908,
-0.11015784740447998,
0.18205370008945465,
-0.4468238949775696,
0.028169313445687294,
-1.0295084714889526,
-0.5138461589813232,
-0.5681868195533752,
0.24655625224113464,
0.48527097702026367,
0.33629098534584045,
-0.24570883810520172,
0.010224239900708199,
-0.4435782730579376,
0.4844880700111389,
0.3971749544143677,
-0.15890154242515564,
-0.2188439816236496,
-0.17152738571166992,
-0.17527860403060913,
-0.09650807082653046,
0.4531455934047699,
-0.009833743795752525,
0.25483909249305725,
-0.24145172536373138,
0.136433407664299,
0.3473532199859619,
-0.25913920998573303,
0.574311375617981,
0.036063313484191895,
-0.2349603772163391,
-0.2623785734176636,
0.5140655040740967,
-0.5347838401794434,
0.11339424550533295,
0.04754152148962021,
0.10292351245880127,
0.40066438913345337,
-0.5115493535995483,
-0.19096551835536957,
-0.20316319167613983,
0.2882186770439148,
0.3357005715370178,
-0.43334251642227173,
-0.0076820133253932,
-0.28379446268081665,
-0.1546003222465515,
-0.5033773183822632,
0.20840561389923096,
0.108068086206913,
-0.07942140847444534,
0.08815982937812805,
-0.03571169823408127,
-0.2668628990650177,
0.34820520877838135,
-0.07839549332857132,
-0.47029951214790344,
-0.05970926210284233,
-0.13007578253746033
] |
In this paper (expanded from an invited talk at AISEC 2010), we discuss an emerging field of study: adversarial machine learning---the study of effective machine learning techniques against an adversarial opponent. In this paper, we: give a taxonomy for classifying attacks against online machine learning algorithms; discuss application-specific factors that limit an adversary's capabilities; introduce two models for modeling an adversary's capabilities; explore the limits of an adversary's knowledge about the algorithm, feature space, training, and input data; explore vulnerabilities in machine learning algorithms; discuss countermeasures against attacks; introduce the evasion challenge; and discuss privacy-preserving learning techniques. | [
0.018681032583117485,
0.0120169036090374,
-0.0035222286824136972,
0.005751605145633221,
-0.013812131248414516,
-0.0061598652973771095,
0.006806131452322006,
-0.005960758775472641,
-0.011941730976104736,
0.019775431603193283,
-0.007713635452091694,
0.013188025914132595,
0.004581364803016186,
0.022398579865694046,
0.006860634777694941,
0.017630605027079582,
0.00842046644538641,
-0.01364431157708168,
0.007384886033833027,
-0.009429315105080605,
0.02201836369931698,
0.015995364636182785,
0.008124720305204391,
0.010176440700888634,
-0.015879500657320023,
0.04320165514945984,
-0.025581035763025284,
0.001729432842694223,
-0.0210270956158638,
-0.024386201053857803,
-0.011023031547665596,
0.016669917851686478,
0.020529912784695625,
0.01659664511680603,
0.0066826664842665195,
-0.007266109809279442,
0.005441527813673019,
0.015584995038807392,
0.009878188371658325,
-0.0032891384325921535,
0.033997803926467896,
-0.00796348787844181,
0.007003187667578459,
-0.004016080405563116,
-0.010114993900060654,
-0.025751369073987007,
0.0006204620585776865,
0.01217033714056015,
-0.012066745199263096,
0.003600301221013069,
-0.006151227280497551,
-0.0029359301552176476,
0.0026271510869264603,
0.015329022891819477,
-0.0044171190820634365,
-0.01611330732703209,
0.016533438116312027,
-0.014930663630366325,
-0.02217985689640045,
0.017374223098158836,
0.005870203487575054,
0.004844224080443382,
-0.009295384399592876,
-0.01853899098932743,
-0.02426162175834179,
-0.06734436750411987,
0.014270542189478874,
0.02591732144355774,
0.004995678551495075,
0.021692581474781036,
-0.0008446612046100199,
0.0061902012676000595,
-0.020563451573252678,
-0.0025006234645843506,
0.0036800839006900787,
-0.0017851260490715504,
0.006490627303719521,
0.005390023346990347,
0.0147524643689394,
0.02739051729440689,
-0.0018832948990166187,
0.004903881344944239,
0.002611290430650115,
0.026769831776618958,
-0.02356954850256443,
0.030181724578142166,
-0.007113432511687279,
-0.0068565369583666325,
0.005129123106598854,
-0.0061815762892365456,
-0.014118775725364685,
-0.0035061626695096493,
-0.018444422632455826,
0.02925855666399002,
0.0001609749160706997,
-0.016778336837887764,
0.005301805678755045,
0.01837082765996456,
0.025022044777870178,
-0.0021511572413146496,
-0.012742763385176659,
0.03152937442064285,
0.01723981648683548,
0.00939849577844143,
-0.019168363884091377,
0.0041738878935575485,
-0.011268784292042255,
0.02065667323768139,
0.013379515148699284,
0.005452712997794151,
-0.010358089581131935,
-0.03395550698041916,
-0.02145092748105526,
0.02464069426059723,
-0.009764328598976135,
0.012592891231179237,
0.011803503148257732,
-0.005982228554785252,
0.006804528646171093,
0.0018606269732117653,
0.02329038456082344,
0.00213938788510859,
-0.006799236871302128,
0.0018042330630123615,
0.010927638038992882,
0.010233430191874504,
-0.004737325478345156,
-0.01267225667834282,
0.031297363340854645,
-0.0025425124913454056,
-0.012431599199771881,
-0.002251790836453438,
0.015989094972610474,
-0.014599434100091457,
0.006789227947592735,
-0.0021655207965523005,
-0.005884834099560976,
0.005999271757900715,
0.00034483475610613823,
-0.01710004173219204,
0.012829037383198738,
0.00605719955638051,
-0.0016815667040646076,
0.015447214245796204,
0.0164131261408329,
-0.008887458592653275,
-0.022887203842401505,
0.01881888136267662,
-0.013933030888438225,
0.0003895729314535856,
0.02308555506169796,
-0.0155581533908844,
-0.01327977329492569,
0.00014095826190896332,
-0.007965853437781334,
-0.0021947473287582397,
-0.0025212536565959454,
0.018476609140634537,
-0.02173035219311714,
-0.028308190405368805,
-0.011680166237056255,
-0.006627317052334547,
0.0007211618940345943,
0.007054930552840233,
0.003337864764034748,
0.0012072776444256306,
-0.007015218958258629,
-0.002584100468084216,
-0.014265527948737144,
-0.00237989891320467,
-0.006343899294734001,
0.0076467376202344894,
-0.007514241151511669,
0.013990305364131927,
0.0018208809196949005,
0.0004990192828699946,
0.016661984845995903,
0.006044032052159309,
-0.009316368028521538,
0.06718669831752777,
0.008073314093053341,
-0.036496851593256,
-0.0003020535223186016,
0.009064782410860062,
0.001769286347553134,
-0.016517454758286476,
-0.0067985341884195805,
-0.009291834197938442,
0.015469755977392197,
0.0011593690142035484,
-0.019707825034856796,
-0.014096587896347046,
0.01728472299873829,
0.00004402350168675184,
-0.024289876222610474,
0.002664664527401328,
-0.006629700772464275,
-0.005683293100446463,
-0.005260325036942959,
0.013339953497052193,
-0.0056756651028990746,
-0.004766786005347967,
0.009008346125483513,
0.006353413686156273,
-0.012617569416761398,
0.0020479948725551367,
0.036875978112220764,
-0.008447855710983276,
-0.017725897952914238,
0.010870356112718582,
0.015798652544617653,
0.009479518979787827,
-0.0009741038084030151,
-0.006748289801180363,
0.00008327537216246128,
0.003116465173661709,
0.0015765379648655653,
0.0045828004367649555,
-0.004685480147600174,
-0.012095095589756966,
-0.007349953521043062,
-0.004419515375047922,
-0.01211736723780632,
0.0007026775274425745,
0.03535333275794983,
-0.0017124383011832833,
0.0012135086581110954,
0.014850063249468803,
0.02009529620409012,
-0.001539871096611023,
-0.02023385465145111,
-0.015203790739178658,
-0.00833776406943798,
-0.008413083851337433,
-0.0031226384453475475,
0.015471728518605232,
0.007128220517188311,
-0.02875538170337677,
0.010123854503035545,
-0.010013177059590816,
-0.004275246523320675,
-0.016141952946782112,
-0.002951608970761299,
-0.005474462173879147,
0.004132335539907217,
-0.002946370979771018,
0.014156227931380272,
-0.004794240929186344,
0.018614791333675385,
-0.0028879628516733646,
0.004122578538954258,
-0.006696006283164024,
0.015356975607573986,
0.0014480287209153175,
-0.006450653076171875,
0.00025066686794161797,
-0.015131598338484764,
-0.013705410063266754,
0.021740172058343887,
0.00172068877145648,
0.005579897202551365,
0.0017327318200841546,
0.0004602272529155016,
0.019849412143230438,
0.024726346135139465,
0.021231692284345627,
0.007931094616651535,
0.0035307365469634533,
-0.015877891331911087,
0.004005501978099346,
0.002054482465609908,
-0.00686189578846097,
0.00469569955021143,
-0.08165740966796875,
-0.004274427425116301,
-0.0073748622089624405,
-0.002152238041162491,
0.011795483529567719,
-0.0017207367345690727,
-0.005116293206810951,
0.017278071492910385,
-0.020427903160452843,
0.002628691028803587,
-0.00018665514653548598,
0.0244827251881361,
-0.01734853908419609,
0.018710650503635406,
-0.006837606430053711,
-0.0012469592038542032,
0.007759382016956806,
0.00033828546293079853,
-0.0007131904130801558,
0.014606667682528496,
0.005142960697412491,
-0.009264515712857246,
0.0033915163949131966,
-0.008599778637290001,
-0.02242191694676876,
0.014056130312383175,
0.007397636771202087,
0.003945140168070793,
-0.005110033787786961,
0.007520291022956371,
0.008664551191031933,
-0.017182286828756332,
-0.012231349013745785,
-0.008562998846173286,
0.012035712599754333,
-0.015177379362285137,
-0.008155963383615017,
0.0021505123004317284,
-0.015660002827644348,
0.029163148254156113,
0.016392672434449196,
0.01976035162806511,
0.008729562163352966,
-0.009759943932294846,
-0.0013379419688135386,
0.011397368274629116,
0.02330804616212845,
0.005936796776950359,
0.011876101605594158,
-0.01760808937251568,
0.018091846257448196,
-0.011340371333062649,
-0.027521077543497086,
0.01554227527230978,
-0.011895129457116127,
-0.017561152577400208,
-0.008293576538562775,
0.026567835360765457,
-0.006367018446326256,
0.0009007117478176951,
-0.012468337081372738,
-0.012269807048141956,
-0.0033148962538689375,
0.0225758645683527,
0.0025223055854439735,
-0.006547476164996624,
-0.0017273928970098495,
0.019563034176826477,
0.022282755002379417,
0.008659834042191505,
-0.0033397250808775425,
0.012964414432644844,
0.0017308504320681095,
-0.0014817474875599146,
0.01542641595005989,
-0.013193301856517792,
-0.010850147344172001,
-0.0005156268598511815,
0.006470088846981525,
-0.001547725172713399,
0.0023513082414865494,
0.01363438181579113,
0.01428314857184887,
-0.02256862446665764,
-0.007505157962441444,
0.024153556674718857,
0.005433816462755203,
-0.01093677431344986,
0.0018742973916232586,
-0.006622122600674629,
-0.0028006895445287228,
-0.015398446470499039,
-0.013537292368710041,
0.005616744980216026,
-0.0031400793232023716,
-0.046566180884838104,
-0.029326345771551132,
-0.0062090433202683926,
-0.010688857175409794,
0.006955254822969437,
-0.013267816975712776,
-0.002343578264117241,
-0.036463912576436996,
-0.014728879556059837,
-0.010474060662090778,
0.004448520485311747,
0.008449316024780273,
0.01509504858404398,
-0.0021840021945536137,
-0.007095658220350742,
-0.0021925359033048153,
0.007887709885835648,
-0.0038845553062856197,
0.0028042146004736423,
0.006477463524788618,
0.01650681346654892,
-0.0052161021158099174,
-0.006243129726499319,
0.07292826473712921,
-0.0037572276778519154,
0.001743449131026864,
-0.005992228165268898,
-0.012653500773012638,
-0.005520854145288467,
-0.006289878860116005,
-0.00022473162971436977,
0.0089190062135458,
-0.013271918520331383,
0.009285511448979378,
0.004298501182347536,
0.009198734536767006,
0.02281692624092102,
-0.012841880321502686,
-0.018172115087509155,
0.027443761005997658,
0.028490863740444183,
0.0021562192123383284,
0.009798414073884487,
-0.018647275865077972,
0.008267832919955254,
0.006377008743584156,
0.0010483479127287865,
-0.02008686773478985,
-0.006240290589630604,
0.00009087426587939262,
-0.0125665795058012,
0.008181226439774036,
0.0038066329434514046,
-0.028400223702192307,
0.009742425754666328,
-0.003281664103269577,
0.0003620642237365246,
0.02630441263318062,
0.008486120030283928,
0.009093577042222023,
-0.014235641807317734,
0.006005158647894859,
-0.005841369275003672,
0.00827882532030344,
-0.005142414942383766,
0.04774152487516403,
0.016685619950294495,
-0.005704185925424099,
-0.0005396530032157898,
-0.036623504012823105,
-0.006618419662117958,
-0.007917093113064766,
-0.004488811828196049,
-0.018868884071707726,
-0.0026743467897176743,
0.006380525417625904,
0.03211316093802452,
-0.0036347005516290665,
-0.015860123559832573,
-0.017161715775728226,
-0.007763052359223366,
-0.013068905100226402,
0.0035942038521170616,
-0.027371952310204506,
-0.001617363654077053,
0.011740443296730518,
-0.017731310799717903,
-0.016742533072829247,
-0.014009833335876465,
-0.006599258631467819,
-0.004488447681069374,
-0.014772551134228706,
-0.02076643891632557,
-0.02340489625930786,
0.02280755341053009,
-0.00116246216930449,
0.00846234243363142,
0.0010953298769891262,
-0.022286735475063324,
-0.0004586863797158003,
-0.018162835389375687,
-0.018132416531443596,
0.03673022240400314,
0.008071523159742355,
0.004200809169560671,
-0.002748518716543913,
0.006516961846500635,
-0.02061738818883896,
0.05177275836467743,
-0.010511307045817375,
-0.0750543624162674,
-0.0053488872945308685,
0.006872408092021942,
-0.0028593388851732016,
0.019864600151777267,
0.029633566737174988,
-0.018822645768523216,
-0.021260494366288185,
0.005318052135407925,
-0.008444730192422867,
0.014149589464068413,
0.005197336431592703,
0.01215344574302435,
0.022673778235912323,
0.011127130128443241,
0.00257183238863945,
-0.011422405950725079,
-0.0007068086415529251,
0.0037993951700627804,
-0.0006556568550877273,
-0.003950896207243204,
0.001867472194135189,
-0.027157919481396675,
0.006258981768041849,
-0.011801325716078281,
-0.08155439049005508,
-0.006757872179150581,
0.011260991916060448,
-0.027297427877783775,
-0.030488288030028343,
-0.018885277211666107,
0.02015896886587143,
-0.02328183688223362,
0.020017452538013458,
-0.015224789269268513,
-0.0045705437660217285,
0.0037778436671942472,
-0.013118616305291653,
0.02679077722132206,
0.0025153830647468567,
-0.002983472077175975,
0.012979400344192982,
-0.028447233140468597,
-0.000528391101397574,
0.0010083364322781563,
0.007799767889082432,
0.0006578406319022179,
-0.00794469565153122,
-0.01896790973842144,
-0.008288840763270855,
-0.010606014169752598,
0.00666600838303566,
0.013119183480739594,
-0.010243522003293037,
0.014321841299533844,
0.0026066876016557217,
0.011085995472967625,
0.0019598237704485655,
-0.007995205000042915,
0.0034602326340973377,
-0.0035254801623523235,
-0.02430003508925438,
0.0010861405171453953,
-0.020091280341148376,
-0.01052179466933012,
-0.0007336321286857128,
0.001089627854526043,
0.03344680741429329,
-0.009962891228497028,
-0.01024293340742588,
0.020674072206020355,
0.004787596873939037,
-0.0011095382506027818,
0.0051185134798288345,
-0.021539926528930664,
0.002552078105509281,
0.00981245469301939,
0.04602227360010147,
0.010060054250061512,
-0.03827723488211632,
0.017623374238610268,
0.0008082857821136713,
0.012818778865039349,
0.019490409642457962,
0.015556380152702332,
-0.0005841555539518595,
0.013175243511795998,
0.0004461337812244892,
0.07249443978071213,
-0.0031019949819892645,
0.0035252394154667854,
-0.018159305676817894,
-0.008367657661437988,
-0.004740862641483545,
-0.019773462787270546,
-0.01938638836145401,
0.02807367593050003,
-0.016672920435667038,
0.02024620957672596,
-0.007139279507100582,
0.0188465379178524,
0.002096818294376135,
0.012080809101462364,
-0.029203949496150017,
0.009951192885637283,
0.0015241894870996475,
-0.002742667216807604,
0.0010200152173638344,
-0.016184011474251747,
-0.003489638213068247,
-0.04989013075828552,
-0.006488140672445297,
0.005391730461269617,
-0.020064571872353554,
-0.028116796165704727,
-0.03680276870727539,
-0.005972813814878464,
-0.006397349759936333,
-0.008716476149857044,
0.030040953308343887,
-0.004010264296084642,
-0.0062737660482525826,
0.01808280125260353,
0.001714139711111784,
-0.009920021519064903,
0.0006055908161215484,
-0.024384349584579468,
0.0031868983060121536,
-0.007288286462426186,
0.00817470345646143,
0.0036050959024578333,
-0.0002308108378201723,
0.02108408696949482,
0.01173289492726326,
0.021348200738430023,
0.015149390324950218,
0.011484839022159576,
0.016511328518390656,
-0.0024231034331023693,
-0.0039613815024495125,
0.023264048621058464,
0.009040331467986107,
0.015323136933147907,
0.003495784942060709,
-0.024821290746331215,
0.00932225026190281,
0.006040613166987896,
-0.02695414237678051,
0.0052550965920090675,
-0.02814933843910694,
-0.006946834269911051,
-0.009113354608416557,
0.010053099133074284,
-0.005924316588789225,
0.017275750637054443,
-0.016018973663449287,
0.013289143331348896,
0.008248535916209221,
0.0038306096103042364,
0.018654076382517815,
0.0013024096842855215,
-0.0035949302837252617,
0.017992012202739716,
0.0018678531050682068,
-0.011617027223110199,
0.005071672610938549,
0.020421046763658524,
0.012772316113114357,
-0.006053691264241934,
0.013350053690373898,
0.0316058024764061,
0.00820975098758936,
0.0046994746662676334,
-0.011801269836723804,
0.0002405247068963945,
0.015281446278095245,
-0.000713957182597369,
0.006361962296068668,
0.033396411687135696,
0.0017063128761947155,
0.003088834462687373,
-0.001400091452524066,
0.0021550103556364775,
0.033272884786129,
0.0030888025648891926,
0.0047252122312784195,
0.018854906782507896,
0.025537986308336258,
-0.02184261754155159,
0.0026911338791251183,
0.003185140434652567,
-0.0033806164283305407,
-0.005964837037026882,
0.018847359344363213,
0.009351064451038837,
-0.0015564379282295704,
0.004781429655849934,
0.006934037897735834,
-0.009159580804407597,
-0.004513186402618885,
-0.003908977843821049,
0.029112400487065315,
-0.01387079432606697,
-0.008899541571736336,
0.0005054701468907297,
-0.021954718977212906,
-0.015188280493021011,
-0.011507222428917885,
-0.027729269117116928,
-0.0007386538200080395,
0.0002198031870648265,
0.014342878013849258,
-0.010857667773962021,
-0.0028878790326416492,
-0.009921837598085403,
0.012905755080282688,
-0.0006242329254746437,
-0.009701712056994438,
0.00995645858347416,
0.01616772823035717,
0.01623222604393959,
0.015347814187407494,
0.012718253768980503,
-0.028527356684207916,
0.024857375770807266,
-0.001647258410230279,
0.02597772143781185,
-0.011449577286839485,
0.0015110726235434413,
-0.007804913446307182,
0.004861060064285994,
0.0076471674256026745,
0.008748302236199379,
0.0036364758852869272,
0.01296581793576479,
0.0010553211905062199,
0.009370766580104828,
0.015878159552812576,
-0.0024435839150100946,
0.0067446473985910416,
0.0036083555314689875,
-0.002395903691649437,
0.011484663933515549,
0.015011642128229141,
-0.008774426765739918,
0.007445264607667923,
-0.014120267704129219,
0.020761772990226746,
0.0016071083955466747,
-0.01803775317966938,
0.004120294004678726,
0.0006495644338428974,
0.0006741974502801895,
0.038106031715869904,
-0.03218555822968483,
0.015353859402239323,
-0.0062734996899962425,
0.0006349198520183563,
0.01226077415049076,
-0.024239204823970795,
-0.02902204543352127,
-0.010462509468197823,
-0.00003912812098860741,
-0.009693438187241554,
-0.011573215946555138,
0.024032866582274437,
-0.01019945926964283,
0.007155660539865494,
0.0071300966665148735,
-0.004990570712834597,
0.0021781199611723423,
-0.008540190756320953,
-0.013267522677779198,
-0.015366259962320328,
-0.010980437509715557,
0.009292013011872768,
0.012754794210195541,
-0.008059108629822731,
0.0065132747404277325,
0.0034204963594675064,
-0.0022056964226067066,
0.009243358857929707,
0.00870809517800808,
-0.018921861425042152,
-0.00926859863102436,
0.020347151905298233,
-0.01815064251422882,
0.00806465744972229,
0.003867206396535039,
0.0007619699463248253
] | [
-0.016388611868023872,
-0.010585807263851166,
-0.13562549650669098,
0.16589292883872986,
0.15568603575229645,
0.034022703766822815,
0.22757671773433685,
-0.49571019411087036,
0.06038295105099678,
-0.4221292734146118,
-0.20831692218780518,
0.4311615228652954,
0.16362375020980835,
0.15446077287197113,
-0.04334421828389168,
0.4975402057170868,
0.241535022854805,
-0.13121961057186127,
-0.09710805118083954,
-0.04350949451327324,
-0.32035765051841736,
-0.1023436114192009,
0.30270886421203613,
0.011350269429385662,
0.3582099676132202,
0.09379023313522339,
0.552549421787262,
0.27964866161346436,
-0.26104992628097534,
0.060007933527231216,
-0.1455259472131729,
0.44502198696136475,
-0.448299765586853,
-0.4933926463127136,
-0.19094863533973694,
0.14500868320465088,
0.06603366136550903,
0.14319270849227905,
0.06758969277143478,
-0.46687427163124084,
0.43249619007110596,
0.37417545914649963,
-0.22027753293514252,
0.43688222765922546,
-0.2890769839286804,
-0.5965107083320618,
-1.5252177715301514,
-0.21332775056362152,
-0.35569995641708374,
-0.2668561041355133,
0.013550807721912861,
0.3443286716938019,
0.15737617015838623,
0.11996656656265259,
-0.1725471466779709,
0.11783576011657715,
-0.43121466040611267,
-0.7860730886459351,
0.4215531051158905,
-0.3870256245136261,
0.17623096704483032,
0.03973174840211868,
0.24772770702838898,
0.14436161518096924,
0.03312912955880165,
0.9879403710365295,
0.33966267108917236,
-0.24012872576713562,
-0.4466487765312195,
-0.3886405825614929,
0.16611126065254211,
-0.20931127667427063,
-0.585141658782959,
0.2725042402744293,
0.05026315525174141,
0.06603076308965683,
-0.018390100449323654,
-0.13839592039585114,
-0.08091645687818527,
0.19659990072250366,
-0.2499922811985016,
-0.22277875244617462,
0.49012520909309387,
-0.4699360430240631,
0.6734240651130676,
0.05334347486495972,
-0.1884024441242218,
0.8870379328727722,
-0.7883599400520325,
0.23603099584579468,
0.25049716234207153,
0.025378266349434853,
0.5347155332565308,
0.5726137161254883,
0.6253219842910767,
0.3416915535926819,
0.41801732778549194,
-0.1486762911081314,
0.12461040169000626,
0.30581218004226685,
0.1428036391735077,
-0.013684559613466263,
-0.28318241238594055,
-0.46606308221817017,
-0.4723050892353058,
-0.19343627989292145,
-0.08856280148029327,
-0.9035801291465759,
-0.4849332273006439,
0.3243524134159088,
-0.5572949051856995,
0.6050759553909302,
0.11815167963504791,
-0.16980986297130585,
-0.3963657021522522,
0.29906195402145386,
0.15762189030647278,
-0.26773062348365784,
-0.07071235775947571,
0.5405540466308594,
0.29133906960487366,
1.0763570070266724,
-0.1886812299489975,
0.5574979186058044,
0.5575995445251465,
-0.03825508430600166,
0.7530335187911987,
0.7291951179504395,
-0.09198519587516785,
0.3189975321292877,
0.06958729028701782,
0.6351233124732971,
-0.09270507842302322,
0.4842062294483185,
-0.3336150646209717,
-0.48619332909584045,
0.1368890255689621,
0.05377275496721268,
-0.09213825315237045,
0.17938801646232605,
-0.2765309810638428,
-1.0306241512298584,
-0.05530960112810135,
-0.2726004421710968,
0.05837033689022064,
-0.6201618313789368,
0.09093315154314041,
-0.17383550107479095,
-0.08122017979621887,
-0.06923690438270569,
-0.3488501310348511,
0.06892029196023941,
-0.95086669921875,
0.3205187916755676,
0.03239179402589798,
0.4237956404685974,
0.25166624784469604,
0.034216683357954025,
0.08744595944881439,
0.3838517963886261,
0.1638655960559845,
0.12400540709495544,
-0.7175335884094238,
0.0482240654528141,
0.12821172177791595,
-0.2150888741016388,
-0.24754168093204498,
0.12384279817342758,
0.31936147809028625,
-0.052490200847387314,
-0.30942219495773315,
-0.001998674124479294,
0.04799742251634598,
-0.33992666006088257,
0.08665203303098679,
0.653512179851532,
0.29852133989334106,
0.3149374723434448,
0.25131142139434814,
0.3941164016723633,
-0.628035306930542,
-0.52809739112854,
-0.1918901652097702,
-0.3517038822174072,
0.17197683453559875,
0.37794923782348633,
-0.001809562323614955,
-0.23811614513397217,
-0.07394233345985413,
0.24070625007152557,
-0.47736653685569763,
-0.1273191273212433,
0.5246298313140869,
-0.9745350480079651,
1.3060572147369385,
0.035300787538290024,
-0.04327916353940964,
1.4866641759872437,
-0.5240509510040283,
0.29599571228027344,
0.33759891986846924,
-0.18098488450050354,
0.4171600043773651,
0.4414011836051941,
-0.3707226514816284,
0.08257335424423218,
-0.2300483137369156,
-0.10097330063581467,
-0.5787099003791809,
0.32689955830574036,
0.5910601615905762,
-0.04023878276348114,
-0.38422858715057373,
-0.5743927955627441,
-0.019339555874466896,
0.2989260256290436,
-0.1176707074046135,
0.5855007767677307,
-0.10822514444589615,
-0.30290284752845764,
0.9706065058708191,
-0.4065600037574768,
0.6280158758163452,
0.5518843531608582,
0.0666598230600357,
0.5704095363616943,
0.2974081337451935,
0.560848593711853,
0.8293664455413818,
-0.6503641605377197,
-0.18275810778141022,
-0.17534023523330688,
0.5677371025085449,
-0.843338131904602,
0.024713722988963127,
0.25660544633865356,
0.1006181538105011,
-0.10759714245796204,
0.1314181536436081,
-0.4361729025840759,
-0.04856635630130768,
0.5001241564750671,
-0.32974177598953247,
0.9438599944114685,
-0.11994413286447525,
-0.24128156900405884,
-0.04164907708764076,
0.18104280531406403,
-0.6015029549598694,
-0.12229287624359131,
-0.18125182390213013,
0.26416975259780884,
0.34042879939079285,
-0.28438353538513184,
0.08426538854837418,
0.2050786316394806,
-0.16618362069129944,
-0.3690732717514038,
0.13103628158569336,
-0.08739916235208511,
0.003055287292227149,
0.05253816395998001,
-0.039354123175144196,
0.13846805691719055,
-0.17117942869663239,
-0.37205740809440613,
-0.40865957736968994,
-0.5687415599822998,
0.6567838788032532,
0.6007976531982422,
0.24723123013973236,
-0.13710664212703705,
-0.60944002866745,
0.09257952123880386,
-0.10376275330781937,
-0.5596930980682373,
0.056044213473796844,
0.796969473361969,
-0.6952961683273315,
-0.5590770840644836,
-0.17061258852481842,
0.7959830164909363,
0.5647526383399963,
-0.18462975323200226,
-0.021401461213827133,
-0.37592485547065735,
0.2533409893512726,
-0.38563022017478943,
-0.5175334215164185,
0.1690765768289566,
0.025926679372787476,
0.3682747185230255,
-0.39420416951179504,
-0.2097185254096985,
0.43474408984184265,
0.6979033946990967,
-0.44490480422973633,
0.28088387846946716,
0.3361178934574127,
-0.0758548453450203,
-0.3560432195663452,
0.3492363691329956,
-0.262627512216568,
-0.018622495234012604,
0.06262322515249252,
-0.7550304532051086,
-0.6700569987297058,
0.5848103761672974,
-5.989345550537109,
-0.16960199177265167,
-0.2257993221282959,
0.10017509758472443,
-0.5106826424598694,
0.33665165305137634,
0.5575759410858154,
-0.24999012053012848,
0.041452791541814804,
-0.4220237731933594,
0.48979073762893677,
0.21500758826732635,
0.2933696210384369,
0.0926772952079773,
0.053983598947525024,
0.09842889755964279,
0.18632736802101135,
-0.14775560796260834,
0.4677342176437378,
-0.09569038450717926,
-0.12059241533279419,
-0.31346026062965393,
0.04406455531716347,
0.30970999598503113,
0.41389331221580505,
0.42950645089149475,
-0.6220212578773499,
0.3955565094947815,
0.18428084254264832,
-0.12612271308898926,
0.1850442737340927,
-0.046285953372716904,
-0.39789482951164246,
-0.17171542346477509,
-0.0031786139588803053,
0.2507566213607788,
0.2567427456378937,
-0.35699400305747986,
0.24179765582084656,
0.03101433627307415,
0.24920512735843658,
0.7151221632957458,
-0.07730454206466675,
-0.14393401145935059,
0.46576374769210815,
-0.2359902560710907,
-0.11511959880590439,
0.3394375145435333,
-0.2522147297859192,
0.49743780493736267,
0.009938805364072323,
-0.40018537640571594,
0.21294815838336945,
0.24226924777030945,
-0.14931918680667877,
-0.5077403783798218,
-0.03145710751414299,
-0.10799076408147812,
-0.49687105417251587,
0.3739514946937561,
-0.11647532135248184,
-0.40222883224487305,
0.3881046175956726,
-0.7107072472572327,
0.013793635182082653,
0.14331524074077606,
-0.5954458117485046,
-0.6806966662406921,
-0.10428686439990997,
-0.20423974096775055,
-0.29351145029067993,
0.3252907395362854,
0.20612722635269165,
-0.6991749405860901,
0.17490807175636292,
-0.18231840431690216,
-0.23098723590373993,
-0.03213107958436012,
0.20042374730110168,
-0.4629124402999878,
0.1329769492149353,
-0.5125841498374939,
-0.28816360235214233,
0.024566948413848877,
0.16309228539466858,
-0.6505550742149353,
0.27192115783691406,
-0.20289312303066254,
-0.47507229447364807,
0.20193122327327728,
0.46028655767440796,
-0.1345224529504776,
0.46691054105758667,
0.18151532113552094,
0.30219119787216187,
0.8209308385848999,
0.2569230794906616,
-0.04930609464645386,
0.49933281540870667,
-0.19844628870487213,
0.41953712701797485,
-0.30670854449272156,
0.16092216968536377,
-0.9593355059623718,
0.08077559620141983,
0.49144014716148376,
0.060751549899578094,
-0.04963162541389465,
0.8605327010154724,
-0.8637215495109558,
-0.127902090549469,
-0.28000184893608093,
-0.5925948619842529,
-0.23232433199882507,
0.3836095929145813,
-0.2044542282819748,
-0.3056716322898865,
-0.009038826450705528,
0.7508816719055176,
-0.144407719373703,
0.09012463688850403,
0.10670502483844757,
0.4186713993549347,
0.4008011519908905,
0.17282235622406006,
-0.45013853907585144,
-0.05097607150673866,
0.4489136040210724,
-0.08617947995662689,
-0.0012624867958948016,
0.44532328844070435,
0.66810542345047,
-0.5824371576309204,
-0.19479680061340332,
0.7047332525253296,
-0.41773703694343567,
-0.19362209737300873,
-0.1306794136762619,
-0.08865012228488922,
-0.17660675942897797,
0.5579869151115417,
-0.10604643076658249,
-0.24114739894866943,
0.07486919313669205,
-0.15187574923038483,
-0.05945010855793953,
0.0464114286005497,
-0.18386897444725037,
-0.4128154516220093,
0.52751624584198,
-0.4013620615005493,
-0.37999048829078674,
0.44997987151145935,
-0.3560090959072113,
-0.07840528339147568,
0.541022002696991,
0.6125096678733826,
0.3405713140964508,
-0.1725519746541977,
-0.20497430860996246,
0.2937907874584198,
0.40783897042274475,
-0.7565658688545227,
-0.09333401173353195,
0.504502534866333,
-0.17282634973526,
-1.0578099489212036,
-0.28833338618278503,
-0.516595721244812,
0.28595247864723206,
0.07545384019613266,
-0.4237746000289917,
-0.26736852526664734,
-0.2727031707763672,
0.041693467646837234,
-0.280367910861969,
-0.1859533041715622,
0.03168290853500366,
0.0878530964255333,
-0.03903066739439964,
0.3115738332271576,
-0.6714160442352295,
-0.2896644175052643,
0.3073057234287262,
0.9189526438713074,
-0.08532287925481796,
0.07131240516901016,
-0.21972543001174927,
-0.4649231433868408,
-0.1917383223772049,
0.18404194712638855,
0.12234820425510406,
0.29519346356391907,
0.04794565960764885,
-0.05489722266793251,
-0.3366013467311859,
0.17603950202465057,
-0.2007889747619629,
-0.09127848595380783,
-0.4039596617221832,
0.2594258785247803,
0.5233893990516663,
-0.5972785949707031,
0.48475947976112366,
-0.2850381135940552,
-0.33223220705986023,
0.33977439999580383,
0.008125821128487587,
-0.006126049440354109,
0.0984746441245079,
-0.29664865136146545,
-0.29747772216796875,
0.16549788415431976,
0.3270637094974518,
-0.3236366808414459,
-0.17474089562892914,
0.24241985380649567,
-0.106112539768219,
-0.644566535949707,
0.6718670129776001,
0.23469042778015137,
-0.41364720463752747,
-0.10202230513095856,
0.09881194680929184,
-0.5329014658927917,
0.02784554660320282,
0.3754921853542328,
-0.5316936373710632,
0.03756888955831528,
-0.15209193527698517,
-0.35492613911628723,
0.060113754123449326,
0.5311955213546753,
0.11631418764591217,
-0.1717817634344101,
-0.30863600969314575,
-0.20131053030490875,
0.1637757420539856,
-0.13738472759723663,
0.03332307189702988,
0.017283761873841286,
0.2583701014518738,
-0.23835724592208862,
-0.27767881751060486,
0.02726445533335209,
-0.2610774636268616,
0.2849857211112976,
-0.41305163502693176,
-0.7178471088409424,
-0.4912659525871277,
-0.1921086609363556,
0.20864622294902802,
-0.15512368083000183,
-0.15670667588710785,
0.6873043179512024,
-0.04034354165196419,
-0.35524290800094604,
-0.23969218134880066,
-0.5019233822822571,
-0.13616763055324554,
-0.0753650888800621,
-0.19094674289226532,
-0.7525297999382019,
-0.4645366370677948,
0.012000617571175098,
0.12916043400764465,
-0.20516234636306763,
-0.24361452460289001,
-0.2438081055879593,
-0.3184051811695099,
-0.37070363759994507,
-0.04168213903903961,
0.6040163040161133,
0.4260176420211792,
0.025317426770925522,
0.24604538083076477,
-0.3281534016132355,
0.10751639306545258,
-0.8118064403533936,
0.26784563064575195,
-0.13091570138931274,
-0.413470596075058,
-0.3020751178264618,
-0.5488094687461853,
0.2415727823972702,
-0.19710586965084076,
0.3928537964820862,
0.23262710869312286,
0.6109829545021057,
-0.4494815766811371,
-0.2591705918312073,
0.0940050333738327,
-0.6404415369033813,
-0.1371752917766571,
-0.09484809637069702,
0.16710616648197174,
0.07900302857160568,
-0.14580300450325012,
-0.3067197799682617,
-0.13857492804527283,
-0.3905179500579834,
0.35803693532943726,
0.22652846574783325,
-0.5090491771697998,
0.26025524735450745,
0.1571837216615677,
0.49203595519065857,
0.3820126950740814,
0.021129446104168892,
0.14811542630195618,
0.1678304225206375,
0.301191508769989,
0.16071072220802307,
0.5483925342559814,
-0.37825143337249756,
0.23659251630306244,
0.18245786428451538,
-0.5226510167121887,
0.20082002878189087,
0.07059112936258316,
-0.14463664591312408,
0.2918037474155426,
1.0981518030166626,
0.057971060276031494,
-0.7460967302322388,
0.6516019105911255,
-0.29664409160614014,
0.1409345269203186,
-0.13330061733722687,
0.2609148919582367,
0.38447365164756775,
0.9718971252441406,
-0.4740941524505615,
0.22785066068172455,
0.28116199374198914,
0.15740719437599182,
0.4450364112854004,
-0.5453774929046631,
-0.24624453485012054,
0.41094356775283813,
0.6535170078277588,
0.5473154187202454,
-0.36873871088027954,
-0.08552263677120209,
-0.6045685410499573,
0.2598307430744171,
0.32807689905166626,
0.7393286228179932,
-0.1753282994031906,
0.12129378318786621,
0.021583061665296555,
0.2275286465883255,
-0.13221479952335358,
-0.09785062074661255,
0.11841410398483276,
0.03681076318025589,
0.16664329171180725,
-0.37213486433029175,
-0.4305160343647003,
0.1824922263622284,
0.12268296629190445,
0.20543545484542847,
0.1738281548023224,
0.18912062048912048,
-0.2036818116903305,
0.4252690374851227,
0.3645113408565521,
0.36691680550575256,
0.015901997685432434,
-0.3767416477203369,
-0.055615607649087906,
-0.06335878372192383,
-0.13770656287670135,
0.06680970638990402,
-0.16451875865459442,
-0.5615954399108887,
0.17883265018463135,
-0.004588218405842781,
-0.17460274696350098,
0.08932214975357056,
-0.11425255984067917,
0.2900964617729187,
-0.19374248385429382,
-0.49043187499046326,
0.3843056559562683,
0.11221706122159958,
0.07078526169061661,
0.306453138589859,
0.2831965982913971,
-0.2541752755641937,
0.18108506500720978,
-0.8183920979499817,
-0.19830374419689178,
0.5668211579322815,
-0.14346928894519806,
0.23464983701705933,
-0.28766608238220215,
0.7747749090194702,
0.5473291873931885,
0.21530550718307495,
0.05899730697274208,
-0.221986785531044,
-0.08042389154434204,
0.7174427509307861,
-0.7003446817398071,
0.1346517950296402,
-0.783559262752533,
-0.160374715924263,
-0.8532780408859253,
-0.19426213204860687,
0.5257392525672913,
0.22250069677829742,
-0.17371545732021332,
-0.34140196442604065,
-0.4352475702762604,
-0.13423286378383636,
0.18893015384674072,
-0.32371771335601807,
0.1478963941335678,
-0.39347541332244873,
-0.3480817675590515,
-0.5068123936653137,
0.5818078517913818,
-0.006623104680329561,
-0.0014203413156792521,
-0.2546660900115967,
-0.009598695673048496,
0.1360105723142624,
0.12420737743377686,
0.21873734891414642,
0.24586637318134308,
-0.39487823843955994,
-0.3997499346733093,
0.3864089250564575,
-0.39785024523735046,
-0.09640458971261978,
0.3531317412853241,
0.28212037682533264,
0.3801904320716858,
-0.5530461668968201,
-0.29289016127586365,
-0.17653293907642365,
0.2600138783454895,
0.5087823867797852,
-0.017927423119544983,
0.5011041760444641,
-0.4231928288936615,
-0.34249335527420044,
-0.2628602087497711,
0.7062029838562012,
0.0045855287462472916,
-0.025921152904629707,
0.0019800569862127304,
-0.30397728085517883,
-0.42873528599739075,
0.4974781572818756,
0.08719775825738907,
-0.3577544093132019,
-0.05887896567583084,
-0.2231985330581665
] |
At its simplest, voxel-based morphometry (VBM) involves a voxel-wise comparison of the local concentration of gray matter between two groups of subjects. The procedure is relatively straightforward and involves spatially normalizing high-resolution images from all the subjects in the study into the same stereotactic space. This is followed by segmenting the gray matter from the spatially normalized images and smoothing the gray-matter segments. Voxel-wise parametric statistical tests which compare the smoothed gray-matter images from the two groups are performed. Corrections for multiple comparisons are made using the theory of Gaussian random fields. This paper describes the steps involved in VBM, with particular emphasis on segmenting gray matter from MR images with nonuniformity artifact. We provide evaluations of the assumptions that underpin the method, including the accuracy of the segmentation and the assumptions made about the statistical distribution of the data. | [
0.0054373908787965775,
0.005984009709209204,
-0.0024858464021235704,
0.01243674661964178,
-0.02337656170129776,
-0.017639270052313805,
0.009365539066493511,
0.0005165596958249807,
-0.010049116797745228,
0.03538266569375992,
-0.027906235307455063,
0.011618642136454582,
-0.004414666444063187,
0.003396768355742097,
-0.01497531309723854,
-0.018211236223578453,
-0.007155459839850664,
-0.002321300096809864,
0.00507886428385973,
0.013618082739412785,
-0.007604747544974089,
0.0012802788987755775,
0.00967848114669323,
0.0007801479659974575,
-0.013367770239710808,
0.004518667235970497,
-0.021479753777384758,
0.0030400496907532215,
0.000964920676779002,
0.0043379077687859535,
0.009928175248205662,
-0.0029646686743944883,
0.014112595468759537,
-0.0238025039434433,
0.008667933754622936,
0.003797928337007761,
-0.002274338388815522,
0.024352990090847015,
-0.03245747461915016,
-0.0064323958940804005,
-0.007674485445022583,
-0.0033807142172008753,
0.007509658113121986,
-0.01807653345167637,
-0.008062748238444328,
-0.014124424196779728,
-0.004051584750413895,
-0.003569282591342926,
0.0018935262924060225,
0.002049870090559125,
-0.02650313451886177,
0.0032107396982610226,
0.0006704938714392483,
0.009408693760633469,
-0.0057260687462985516,
-0.024020254611968994,
0.015967927873134613,
-0.011472495272755623,
0.00944518856704235,
-0.010193314403295517,
-0.01787647232413292,
0.023707756772637367,
0.0033329487778246403,
-0.034422148019075394,
-0.007513883523643017,
-0.06722486019134521,
-0.004518632311373949,
0.018418826162815094,
-0.009071527980268002,
-0.004515546374022961,
-0.010189072228968143,
0.013654566369950771,
0.021357569843530655,
-0.01017504557967186,
-0.002603153930976987,
-0.001051903935149312,
-0.014727393165230751,
-0.018288061022758484,
-0.008096601814031601,
-0.012750516645610332,
0.01397742424160242,
-0.01609094627201557,
-0.01177881844341755,
0.008584805764257908,
0.0019898228347301483,
-0.0058079431764781475,
-0.0147518590092659,
-0.003654066938906908,
-0.008998413570225239,
0.03306926041841507,
-0.019356265664100647,
-0.03435170277953148,
-0.008358248509466648,
-0.004612381104379892,
-0.017551908269524574,
0.004657728597521782,
0.015608909539878368,
-0.0074295224621891975,
-0.005395841784775257,
-0.0043813325464725494,
-0.007110818289220333,
-0.002370166126638651,
0.021288614720106125,
-0.010285835713148117,
-0.02466973289847374,
0.012610550038516521,
0.02519446425139904,
0.00711206067353487,
0.011362881399691105,
0.004622119013220072,
0.010983307845890522,
-0.02381245419383049,
-0.015734843909740448,
-0.01793370395898819,
0.0009545711800456047,
-0.01168326660990715,
-0.004712631925940514,
0.004958466626703739,
0.009895136579871178,
0.011681098490953445,
-0.006395002827048302,
0.0002277391031384468,
0.008287882432341576,
0.0016431999392807484,
0.009622795507311821,
0.01233312301337719,
0.0009518517181277275,
-0.008378954604268074,
0.029059307649731636,
0.008848719298839569,
-0.010700433515012264,
0.0002670055255293846,
0.006991335656493902,
0.02954496257007122,
-0.010623371228575706,
-0.010563625022768974,
-0.028547998517751694,
-0.008593389764428139,
-0.00314917741343379,
0.020066287368535995,
-0.0034672587644308805,
0.00930437445640564,
0.009108159691095352,
0.006853052880614996,
0.004594502970576286,
0.0077673690393567085,
-0.019446048885583878,
0.011755146086215973,
-0.012350918725132942,
-0.026614435017108917,
0.014638472348451614,
-0.007214408367872238,
-0.022656429558992386,
-0.01286417618393898,
0.010291501879692078,
-0.0230704415589571,
-0.012785365805029869,
0.005119641311466694,
-0.0036491933278739452,
0.003845473285764456,
0.01601862534880638,
0.004203709773719311,
0.012760198675096035,
0.009190539829432964,
-0.007527555804699659,
0.009401073679327965,
-0.00013430207036435604,
-0.012599723413586617,
-0.007452107034623623,
0.0039597912691533566,
0.0006839389679953456,
-0.00796336680650711,
0.031366921961307526,
0.006827933248132467,
0.01723637618124485,
0.01645190268754959,
0.019011791795492172,
0.005574357230216265,
-0.027043480426073074,
0.06694266200065613,
0.008081384934484959,
0.020509852096438408,
-0.015081818215548992,
0.009539244696497917,
0.014463081955909729,
-0.016212359070777893,
-0.016451086848974228,
-0.011345788836479187,
0.006813933607190847,
-0.013566827401518822,
-0.0150076849386096,
0.024697452783584595,
0.023484503850340843,
-0.0023668245412409306,
0.021511849015951157,
0.003960850648581982,
0.012508722022175789,
0.009768813848495483,
-0.007586309220641851,
0.00925293006002903,
-0.009557961486279964,
-0.02069486677646637,
0.022797591984272003,
-0.0009707561694085598,
0.005998771637678146,
0.02454042062163353,
-0.019243989139795303,
-0.03217492625117302,
0.0023454567417502403,
0.026622410863637924,
0.0015971421962603927,
-0.012657327577471733,
-0.013407446444034576,
-0.008616281673312187,
-0.0025344821624457836,
-0.019467679783701897,
-0.028680743649601936,
0.012165045365691185,
0.012271275743842125,
-0.013103485107421875,
0.00038674555253237486,
-0.006909389980137348,
0.00831175222992897,
0.008560072630643845,
0.04050113633275032,
0.014037217944860458,
-0.0043015992268919945,
0.008946037851274014,
0.014995075762271881,
-0.0031165131367743015,
0.015377551317214966,
0.015281600877642632,
-0.011016616597771645,
0.022584088146686554,
0.008641461841762066,
0.008970254100859165,
0.006406799890100956,
-0.02580857090651989,
0.006457778625190258,
-0.010277921333909035,
-0.006697995122522116,
-0.01064047496765852,
-0.00431058881804347,
-0.002578062005341053,
-0.007099575363099575,
-0.007705371361225843,
0.027146393433213234,
-0.012685896828770638,
0.010642895475029945,
-0.018217964097857475,
0.005421067588031292,
0.024782421067357063,
-0.00429739523679018,
-0.018401365727186203,
0.019665343686938286,
-0.0233372263610363,
-0.00785493478178978,
0.011476993560791016,
0.022628985345363617,
-0.021647345274686813,
-0.00009307704749517143,
0.009665481746196747,
-0.002971339737996459,
-0.011932093650102615,
0.01106251496821642,
-0.006108109839260578,
0.02018711529672146,
0.023487158119678497,
-0.012535656802356243,
-0.00699286162853241,
0.005914145149290562,
-0.0171454269438982,
-0.011349337175488472,
-0.08120734989643097,
-0.010435284115374088,
-0.007954353466629982,
-0.00924282893538475,
0.009505586698651314,
-0.014394618570804596,
0.012792550027370453,
-0.0036163730546832085,
-0.009745455347001553,
-0.02577386237680912,
0.013535259291529655,
-0.02229352667927742,
-0.016281217336654663,
0.011571458540856838,
0.01949935592710972,
-0.01255730539560318,
0.02523263543844223,
0.000996678601950407,
0.02316422574222088,
-0.008034512400627136,
-0.005616700276732445,
0.02061128430068493,
0.02509564906358719,
0.016735056415200233,
0.01142640970647335,
0.008997350931167603,
0.013166415505111217,
-0.010020826011896133,
-0.0089817363768816,
0.009073563851416111,
-0.011070283129811287,
0.0003617695765569806,
-0.023394735530018806,
0.004702398087829351,
0.0011379900388419628,
-0.02068966254591942,
0.004002443514764309,
-0.020167667418718338,
0.0024258210323750973,
0.020000511780381203,
-0.0045310696586966515,
0.004978456534445286,
-0.011314399540424347,
-0.005456462502479553,
-0.010739492252469063,
0.0022248239256441593,
0.007362827658653259,
-0.015681367367506027,
0.017910685390233994,
-0.023540250957012177,
0.006684841588139534,
0.009622734040021896,
0.002319138962775469,
0.00810156762599945,
-0.00702655641362071,
0.036281049251556396,
-0.01716086082160473,
0.005126389674842358,
-0.012764349579811096,
0.0061892434023320675,
0.0018174487631767988,
-0.04789860546588898,
0.011113360524177551,
0.00277880160138011,
-0.00823090597987175,
-0.0070105055347085,
0.02232205495238304,
-0.011537397280335426,
-0.011540798470377922,
0.008390963077545166,
0.003987278789281845,
-0.01216858346015215,
-0.009522316977381706,
0.00807438138872385,
-0.018135476857423782,
-0.012825503945350647,
-0.01333143562078476,
-0.008816472254693508,
-0.024119913578033447,
-0.02795340120792389,
-0.01535710133612156,
0.023831363767385483,
0.003380400128662586,
-0.013643467798829079,
-0.022496744990348816,
-0.0037535224109888077,
0.012649771757423878,
0.010895327664911747,
0.012618018314242363,
-0.017825821414589882,
0.017475802451372147,
0.010489040054380894,
-0.009619008749723434,
0.009988698177039623,
0.0026737996377050877,
0.003191636875271797,
0.017697596922516823,
0.018291695043444633,
0.020687252283096313,
0.009778669103980064,
0.015937969088554382,
0.007446184754371643,
0.012384546920657158,
-0.011702622286975384,
-0.01042973157018423,
0.012010599486529827,
-0.007739019580185413,
0.011265058070421219,
0.01985158771276474,
-0.0007619376992806792,
-0.0219191275537014,
-0.005419669207185507,
-0.01217134203761816,
0.00785758625715971,
0.009972392581403255,
-0.0023054610937833786,
-0.017139505594968796,
-0.005295640788972378,
0.07229776680469513,
0.011558794416487217,
0.033482931554317474,
-0.01651942729949951,
-0.003952447324991226,
-0.036700159311294556,
-0.020972173660993576,
0.00035452330484986305,
0.00013258308172225952,
-0.02855573780834675,
0.010422329418361187,
0.014513056725263596,
0.036637529730796814,
0.016827130690217018,
-0.003910679370164871,
-0.005180061794817448,
0.00037257513031363487,
0.011851165443658829,
-0.016974298283457756,
-0.013844463042914867,
-0.004088546149432659,
-0.0023252679966390133,
-0.017950568348169327,
-0.01521820854395628,
-0.005096917971968651,
0.011434785090386868,
0.004636823199689388,
-0.016873203217983246,
0.008606571704149246,
0.008959585800766945,
0.0007993443869054317,
-0.037562690675258636,
-0.006855253130197525,
0.012309647165238857,
0.007181528955698013,
-0.010435989126563072,
-0.0012899842113256454,
0.01990561932325363,
-0.006118034943938255,
-0.003075650427490473,
-0.030735742300748825,
-0.017761625349521637,
0.01518765278160572,
0.023258574306964874,
-0.011266113258898258,
-0.006556949578225613,
0.0010817945003509521,
-0.008901504799723625,
-0.01686909794807434,
-0.0076180389150977135,
0.006473712623119354,
0.00011054566130042076,
0.008737982250750065,
0.029720846563577652,
-0.017350170761346817,
0.012883809395134449,
0.00944584608078003,
0.00991983525454998,
0.004131052643060684,
-0.0003848331980407238,
-0.0028132586739957333,
-0.004239595495164394,
-0.008129141293466091,
-0.013709531165659428,
-0.012026455253362656,
-0.015657437965273857,
0.008636984042823315,
-0.0088665671646595,
0.013370945118367672,
-0.033165011554956436,
0.013264724984765053,
-0.008509285748004913,
-0.031041260808706284,
-0.019046101719141006,
-0.0060391793958842754,
-0.023319389671087265,
-0.014618170447647572,
-0.030759049579501152,
0.016884690150618553,
0.0013580243103206158,
-0.0011651813983917236,
-0.0172706451267004,
0.004407788626849651,
0.010693004354834557,
0.0022255373187363148,
0.011404678225517273,
-0.002994304057210684,
-0.07468247413635254,
0.013819627463817596,
-0.016014520078897476,
0.0010220460826531053,
-0.01978103443980217,
-0.023739350959658623,
-0.0018752604955807328,
-0.003965006675571203,
0.017916670069098473,
-0.010585332289338112,
-0.0016141384840011597,
0.0018256199546158314,
-0.01024310477077961,
-0.02035481110215187,
0.00952748954296112,
0.003368805395439267,
-0.022404715418815613,
0.017724337056279182,
-0.017466671764850616,
-0.013391299173235893,
-0.012131323106586933,
0.032246995717287064,
0.0336233451962471,
-0.001504958956502378,
0.0010335842380300164,
-0.08125127851963043,
0.009683137759566307,
-0.013163072057068348,
-0.004671345464885235,
-0.016530528664588928,
-0.011713448911905289,
-0.0009654806926846504,
0.0011785946553573012,
-0.018047086894512177,
-0.012172676622867584,
-0.011371455155313015,
-0.018752997741103172,
0.02562740072607994,
0.024971984326839447,
0.00215066852979362,
-0.005433051846921444,
0.01800255849957466,
-0.031080549582839012,
-0.01192526612430811,
-0.010596640408039093,
0.020432066172361374,
0.007081702351570129,
-0.010204596444964409,
0.004247704986482859,
-0.01487734168767929,
0.02959461510181427,
0.0021150968968868256,
0.012820315547287464,
0.009055989794433117,
-0.01586514338850975,
0.010364432819187641,
0.0089624784886837,
0.0027307188138365746,
-0.04429163783788681,
-0.021593382582068443,
-0.024649079889059067,
-0.01622340828180313,
0.010973410680890083,
-0.01126065757125616,
-0.009092492051422596,
-0.004953811876475811,
0.01961934007704258,
0.03847164288163185,
-0.0038588130846619606,
-0.036826081573963165,
-0.0011595645919442177,
0.006455417722463608,
-0.005856990814208984,
0.002909773960709572,
0.0026308950036764145,
0.0046677724458277225,
0.012623071670532227,
0.016337642446160316,
-0.013503310270607471,
0.00616396963596344,
0.009089550003409386,
0.00374959921464324,
0.02780568040907383,
0.0072618103586137295,
0.021387578919529915,
-0.018982447683811188,
0.016369495540857315,
-0.014748591929674149,
0.07200834155082703,
-0.02304980158805847,
0.010677751153707504,
-0.0011835007462650537,
-0.002155687427148223,
0.0076192161068320274,
-0.033387281000614166,
-0.016064101830124855,
0.03415737301111221,
-0.020136304199695587,
0.0013582957908511162,
-0.00963912345468998,
-0.018075542524456978,
0.014014068059623241,
0.01035834476351738,
-0.0009178663603961468,
-0.005405813921242952,
0.015094136819243431,
0.0020921523682773113,
-0.008442102000117302,
-0.005533699411898851,
0.015586878173053265,
-0.016459107398986816,
0.016583949327468872,
0.005193165969103575,
0.006692780647426844,
-0.02609783038496971,
0.02244461700320244,
-0.018860433250665665,
-0.0051194168627262115,
-0.006261230446398258,
0.03674069046974182,
-0.000513469276484102,
0.010977083817124367,
0.012778997421264648,
0.004873373080044985,
-0.00838359072804451,
0.0002386709675192833,
0.016089215874671936,
-0.010330097749829292,
-0.024965327233076096,
0.016025573015213013,
-0.0005511714261956513,
-0.013802066445350647,
0.016879260540008545,
0.015554188750684261,
0.010165021754801273,
0.007723729591816664,
0.021921608597040176,
-0.010082772001624107,
0.029816381633281708,
0.0018961700843647122,
0.017599977552890778,
-0.009730028919875622,
0.003134472295641899,
-0.014840384013950825,
-0.018361123278737068,
0.012137221172451973,
0.005668723955750465,
0.027320250868797302,
0.015485838055610657,
-0.01112297736108303,
-0.0333443246781826,
-0.005977654363960028,
-0.018198678269982338,
-0.0023110483307391405,
0.015046384185552597,
-0.016497209668159485,
-0.002027067355811596,
0.015683814883232117,
0.0029994668439030647,
0.014283652417361736,
0.008772438392043114,
0.008096856996417046,
-0.011856816709041595,
-0.0006087776273488998,
-0.013792254030704498,
-0.025670792907476425,
0.018158623948693275,
-0.002623196691274643,
-0.006409658119082451,
-0.008368289098143578,
-0.015515806153416634,
-0.002064764965325594,
0.002758336951956153,
0.023019399493932724,
0.006030641496181488,
0.028616270050406456,
-0.00742398202419281,
0.0109024029225111,
0.02905561402440071,
-0.011271139606833458,
0.007907559163868427,
-0.006908562034368515,
0.004920958541333675,
0.03294259309768677,
0.009053070098161697,
0.0038984171114861965,
0.008961690589785576,
0.0030040573328733444,
0.03288525342941284,
0.028950762003660202,
-0.001842221012338996,
-0.00025307328905910254,
-0.02694673091173172,
-0.0008911753538995981,
0.014418975450098515,
0.007714702747762203,
-0.008392966352403164,
0.01485873106867075,
0.002254146384075284,
0.010944538749754429,
0.00670270062983036,
0.0024981042370200157,
-0.011997868306934834,
0.003311693202704191,
-0.010577659122645855,
-0.0014873803593218327,
-0.020937122404575348,
-0.009174671024084091,
0.005827395245432854,
-0.005145642906427383,
-0.020270727574825287,
0.01927684247493744,
0.007364106364548206,
-0.006079898215830326,
-0.00851493701338768,
0.021430645138025284,
-0.038838960230350494,
-0.0019185282289981842,
0.021396024152636528,
-0.04460684955120087,
0.003150754142552614,
-0.002418654039502144,
-0.005252301227301359,
-0.009954269044101238,
0.002620589453727007,
-0.01846066117286682,
0.006211328320205212,
-0.032239966094493866,
0.02133508026599884,
-0.02289004623889923,
0.007397690787911415,
-0.02586067095398903,
0.006013459526002407,
-0.024019815027713776,
0.013640799559652805,
0.01291748508810997,
0.004072920419275761,
-0.006388300098478794,
0.001814108807593584,
0.010972968302667141,
-0.010109446942806244,
-0.006226773839443922,
-0.011614525690674782,
0.00834681186825037,
-0.016141816973686218,
0.0024766135029494762,
0.026121539995074272,
0.020285464823246002,
-0.025583621114492416,
0.014751819893717766,
0.024781588464975357,
0.018302476033568382,
0.012601835653185844,
0.012522682547569275,
-0.0169944167137146,
0.00271566491574049,
-0.01427494827657938,
0.007077530957758427,
-0.003205220215022564,
-0.013074230402708054,
-0.0128814447671175,
0.011507616378366947,
-0.021465670317411423,
-0.01199287362396717,
0.005574725568294525,
-0.01146987546235323,
-0.011829959228634834,
0.006780947558581829,
0.01205009687691927,
0.0069382693618535995,
0.007062477990984917,
-0.00861433707177639,
-0.02165529504418373,
0.0008125046733766794,
-0.0007208304014056921,
0.0099193025380373,
-0.0023384513333439827,
0.0025592297315597534,
-0.004055367782711983,
-0.005410925485193729,
-0.00555291585624218,
0.0008374385070055723,
0.007546113803982735,
0.01664106361567974,
-0.019809246063232422,
0.02782777138054371,
0.0010396508732810616,
-0.005532930605113506,
-0.014542030170559883,
-0.024864014238119125
] | [
0.2866542935371399,
-0.14682410657405853,
0.47048696875572205,
0.36599859595298767,
-0.18965955078601837,
0.25000566244125366,
0.08511415868997574,
-0.4163355231285095,
0.06422349810600281,
-0.39760053157806396,
-0.5060428380966187,
0.5257256627082825,
-0.35110729932785034,
0.09833186119794846,
-0.14419344067573547,
0.3589187562465668,
0.8459690809249878,
-0.3110470473766327,
-0.21738523244857788,
-0.2690018117427826,
-0.06844081729650497,
-0.25084665417671204,
0.2496461272239685,
0.03406630456447601,
-0.09575261920690536,
-0.10842614620923996,
0.7339007258415222,
0.37334492802619934,
0.2506656348705292,
0.2721933126449585,
-0.07464838027954102,
0.14731362462043762,
-0.12619590759277344,
-0.27196571230888367,
0.2550756335258484,
0.4658636450767517,
0.006780022755265236,
0.4179987907409668,
-0.03657405450940132,
-0.12577351927757263,
0.0950712114572525,
0.05279301851987839,
-0.28093335032463074,
0.06679793447256088,
-0.6272643208503723,
-0.7819974422454834,
-1.3133735656738281,
0.3169369697570801,
-0.5675368309020996,
-0.1975783258676529,
-0.6053870320320129,
-0.049863722175359726,
0.3323996365070343,
0.4921743869781494,
-0.5800552368164062,
0.19849172234535217,
-0.2630986273288727,
-0.0732753649353981,
0.43100303411483765,
-0.004963927902281284,
-0.2188032567501068,
-0.29565921425819397,
0.02493276819586754,
0.022566892206668854,
-0.09687790274620056,
0.3891996443271637,
-0.3196427822113037,
-0.540224552154541,
-0.5070124268531799,
-0.30025503039360046,
0.009663579054176807,
-0.23509781062602997,
-0.35953742265701294,
0.6913778185844421,
-0.3122388422489166,
0.18524424731731415,
0.3655584156513214,
-0.24212782084941864,
0.2929750382900238,
0.11198068410158157,
-0.21219240128993988,
0.1504186987876892,
0.2174385040998459,
-0.2762535810470581,
0.5511672496795654,
0.2044042944908142,
-0.1723106950521469,
0.5984521508216858,
-0.4345017373561859,
0.421216756105423,
-0.06547773629426956,
-0.4157038629055023,
0.17601366341114044,
0.2242390513420105,
0.45324960350990295,
0.16965541243553162,
0.4746791422367096,
-0.25868329405784607,
0.29377609491348267,
0.15409959852695465,
-0.2637372314929962,
0.21962910890579224,
0.2666721045970917,
-0.113979272544384,
-0.07567288726568222,
-0.7924666404724121,
-0.39242154359817505,
-0.41191622614860535,
-0.4735199511051178,
0.22690942883491516,
-0.9316295981407166,
0.44118645787239075,
0.14242298901081085,
-0.23327773809432983,
-0.4102000296115875,
-0.1969711184501648,
0.18314693868160248,
0.001008373568765819,
-0.07516857981681824,
0.689317524433136,
0.06988506764173508,
1.3523352146148682,
0.22072254121303558,
0.024997951462864876,
-0.062315091490745544,
-0.08761005848646164,
0.6653779149055481,
0.8043028116226196,
-0.6924046874046326,
0.516684889793396,
0.15656501054763794,
0.5555061101913452,
0.6188397407531738,
0.37972453236579895,
-0.20999565720558167,
-0.590105414390564,
0.2980310618877411,
-0.15776538848876953,
-0.32159698009490967,
-0.062033284455537796,
-0.13502569496631622,
-0.7433711290359497,
-0.29887375235557556,
0.04000332951545715,
0.44572585821151733,
-0.5872189402580261,
0.2643846273422241,
-0.5131002068519592,
-0.6240275502204895,
-0.169025257229805,
-0.13092853128910065,
0.5289604663848877,
-0.27208900451660156,
-0.5817508101463318,
-0.28301766514778137,
0.2561083137989044,
-0.08477500826120377,
0.15182746946811676,
-0.2131820172071457,
0.22682030498981476,
0.11015837639570236,
-0.0817570686340332,
-0.7465164065361023,
-0.6423495411872864,
0.2902933657169342,
-0.8449907302856445,
0.5443226099014282,
0.9633417129516602,
0.09381962567567825,
0.28502771258354187,
0.34991681575775146,
-0.5953932404518127,
0.1442902386188507,
-0.30024704337120056,
-0.41238483786582947,
0.29487743973731995,
0.49416860938072205,
0.11349622160196304,
0.42776617407798767,
-0.0889822244644165,
-0.5806329250335693,
0.09876314550638199,
0.3378474712371826,
-0.29061564803123474,
-0.2037942260503769,
0.12031686305999756,
0.4239400625228882,
-0.11017566919326782,
-0.303758442401886,
-0.07399213314056396,
-0.27101001143455505,
-0.1150912418961525,
0.3572562038898468,
-0.8103711009025574,
1.0421290397644043,
0.15233536064624786,
-0.3221167027950287,
0.881232500076294,
-0.35753729939460754,
0.12845075130462646,
0.029823211953043938,
-0.20047521591186523,
0.003031816566362977,
0.16858667135238647,
-0.7495746612548828,
-0.2695459723472595,
0.12498237937688828,
0.21733123064041138,
-0.51051265001297,
0.14449216425418854,
0.38837629556655884,
-0.05057668313384056,
-0.24706703424453735,
0.3357057273387909,
0.38134363293647766,
0.32964205741882324,
-0.7373424768447876,
0.1377415508031845,
0.17591075599193573,
-0.011233351193368435,
0.5788787603378296,
-0.5986602306365967,
-0.2555159330368042,
-0.03239784389734268,
0.04838845878839493,
0.4948597252368927,
1.2264667749404907,
0.6245142817497253,
0.9201576709747314,
-0.7626914381980896,
-0.10745234787464142,
-0.12615418434143066,
0.4801853895187378,
-0.26869556307792664,
-0.4565647840499878,
-0.0645434632897377,
0.36208581924438477,
-0.3607642352581024,
0.38503170013427734,
-0.28940942883491516,
-0.1741810441017151,
-0.05391935259103775,
0.13638366758823395,
-0.06569713354110718,
0.13018113374710083,
-0.21732598543167114,
-0.23896709084510803,
0.040203340351581573,
-0.45909348130226135,
0.11120609939098358,
-0.13501213490962982,
0.5397151112556458,
0.08386401832103729,
-0.27042561769485474,
0.28071385622024536,
-0.11720786988735199,
0.15214678645133972,
-0.2831055819988251,
0.06549449265003204,
0.2805401086807251,
-0.13045921921730042,
0.14906471967697144,
0.037884704768657684,
-0.3510151505470276,
-0.6507634520530701,
-0.5732974410057068,
-0.6859782934188843,
-0.07295169681310654,
0.6065240502357483,
0.6564766764640808,
0.341365784406662,
-0.29508793354034424,
-0.27240806818008423,
0.2884044647216797,
-0.33643171191215515,
-1.2590880393981934,
0.417224258184433,
0.038019727915525436,
-0.331515371799469,
-0.5895898938179016,
0.07222951203584671,
0.45488929748535156,
0.5430806875228882,
0.48873981833457947,
-0.5887754559516907,
-0.48905542492866516,
-0.03642938658595085,
-0.21256525814533234,
0.33982086181640625,
-0.22901280224323273,
-0.21579864621162415,
0.710788905620575,
-0.017091501504182816,
-0.34876230359077454,
-0.03589675948023796,
0.716508150100708,
0.22601456940174103,
-0.06600798666477203,
0.3333997428417206,
-0.11877860128879547,
-0.5511494278907776,
0.045609138906002045,
0.0387704037129879,
-0.08665579557418823,
-0.5355318784713745,
0.022392265498638153,
-0.11331167817115784,
0.5722076296806335,
-5.939097881317139,
0.04535524547100067,
-0.4893305003643036,
-0.08073955774307251,
-0.16063521802425385,
0.01548401266336441,
0.4034540057182312,
-0.253205269575119,
-0.21411524713039398,
0.12552876770496368,
-0.17763642966747284,
0.07338578253984451,
-0.6869113445281982,
0.6174018383026123,
0.7280237078666687,
-0.1921081393957138,
-0.31097158789634705,
0.15347230434417725,
0.046007171273231506,
0.176691934466362,
0.034763626754283905,
-0.28070974349975586,
0.20472858846187592,
0.20144425332546234,
0.07746245712041855,
0.3298039138317108,
-0.14561428129673004,
0.0644577220082283,
-0.09438682347536087,
-0.4149560332298279,
-0.11712159216403961,
-0.853424608707428,
-0.1793108582496643,
0.10506320744752884,
0.4847555160522461,
0.43848857283592224,
0.2672542631626129,
-0.03528106212615967,
0.5666272640228271,
-0.2752875089645386,
0.3007250726222992,
0.6029819250106812,
0.06447771191596985,
-0.2488986998796463,
0.20243267714977264,
0.11049150675535202,
-0.196915403008461,
0.28983476758003235,
0.018970387056469917,
0.6644812226295471,
0.09266239404678345,
0.00001755859557306394,
0.20947599411010742,
0.004364798776805401,
-0.43960079550743103,
-0.17420534789562225,
0.3939666748046875,
0.29208675026893616,
-0.2074616700410843,
0.01697993464767933,
0.5071800947189331,
-0.38759446144104004,
-0.3646974563598633,
-0.6533301472663879,
-0.6557208895683289,
0.2479577362537384,
-0.6063356399536133,
-0.41225582361221313,
0.5832194089889526,
0.18577812612056732,
-0.2338009923696518,
-0.035958413034677505,
-0.17611610889434814,
-0.49444258213043213,
0.3688971698284149,
-0.3304119408130646,
0.22455671429634094,
-0.324641615152359,
0.13702505826950073,
0.4429745674133301,
-0.15888777375221252,
-0.837218701839447,
0.36175450682640076,
-0.2426014244556427,
-0.3169427216053009,
-0.286956787109375,
-0.40021270513534546,
-0.17291435599327087,
-0.15837709605693817,
-0.12690554559230804,
0.6088700294494629,
-0.33793967962265015,
0.35960566997528076,
0.2840319573879242,
0.15330766141414642,
-0.01715787500143051,
0.7964079976081848,
0.2562685012817383,
0.686525285243988,
0.15861794352531433,
0.1415676325559616,
-0.10996812582015991,
-0.3277984857559204,
-0.5471201539039612,
0.10172485560178757,
0.14661310613155365,
-0.7930119037628174,
0.4174579977989197,
0.7206302881240845,
-0.28206074237823486,
-0.05488099902868271,
0.3939492106437683,
0.0759936198592186,
-0.16635490953922272,
0.5402055382728577,
0.031187094748020172,
-0.33364996314048767,
0.13448892533779144,
0.5279557108879089,
-0.30327972769737244,
-0.0717616006731987,
-0.14395204186439514,
-0.1371403932571411,
0.6198208928108215,
0.21233029663562775,
-0.5172905921936035,
-0.04426918923854828,
0.9560060501098633,
-0.4072808027267456,
-0.07328634709119797,
0.49116453528404236,
0.37514427304267883,
-0.19665171205997467,
0.010682805441319942,
0.5493453145027161,
-0.5900097489356995,
0.3195091784000397,
0.2553357481956482,
0.3094911575317383,
-0.2984647750854492,
0.6333308815956116,
-0.3872494697570801,
0.18818174302577972,
0.008377974852919579,
-0.4475087821483612,
0.3133237063884735,
0.030052650719881058,
-0.28663739562034607,
-0.01564965769648552,
-0.06242474913597107,
-0.36980894207954407,
-0.27280640602111816,
-0.16750971972942352,
0.047603387385606766,
0.27344584465026855,
-0.34485092759132385,
0.15678459405899048,
-0.21141736209392548,
0.5145871639251709,
-0.4213853180408478,
0.06900095194578171,
0.10875041037797928,
-0.8687151670455933,
-0.1739083230495453,
-0.7163820862770081,
0.48659443855285645,
-0.6609072089195251,
0.06696031242609024,
0.29333215951919556,
0.2351633906364441,
-0.1731416881084442,
-0.458920419216156,
-0.26911190152168274,
-0.24975061416625977,
-0.0030647090170532465,
0.48996099829673767,
0.2986150085926056,
-0.15559042990207672,
-0.24444836378097534,
-0.24313728511333466,
0.012395408935844898,
-0.636458158493042,
-0.19585172832012177,
0.7779731154441833,
0.8604238629341125,
-0.11640364676713943,
-0.18950027227401733,
-0.03413214161992073,
-0.726457417011261,
-0.1515928953886032,
0.18374814093112946,
0.3926686644554138,
0.06445522606372833,
-0.0893317237496376,
0.13886883854866028,
-0.17270827293395996,
0.20895236730575562,
0.28825268149375916,
-0.2478710263967514,
-0.17063917219638824,
-0.39781180024147034,
0.4962431788444519,
-0.12876957654953003,
0.3563283681869507,
0.5664293169975281,
-0.4857640862464905,
-0.17373093962669373,
0.036908820271492004,
-0.3406663239002228,
-0.38001784682273865,
-0.4697023928165436,
-0.04691840335726738,
-0.5218733549118042,
-0.2527078092098236,
-0.6132320165634155,
0.07606316357851028,
0.12816137075424194,
-0.0898541808128357,
0.19992078840732574,
0.22388820350170135,
-0.01791134476661682,
-0.279666930437088,
-0.1020241528749466,
0.13609041273593903,
-0.23817475140094757,
0.011709030717611313,
0.279130220413208,
-0.8396756052970886,
0.0520617812871933,
-0.033201564103364944,
0.0059555829502642155,
-0.3700237572193146,
-0.26724979281425476,
0.10693541169166565,
-0.30517885088920593,
-0.3350660502910614,
-0.23417365550994873,
0.5337244272232056,
-0.1794695109128952,
-0.1516459733247757,
0.4212602972984314,
0.5736569166183472,
-0.30661895871162415,
0.45558664202690125,
-0.09137532860040665,
0.4497421085834503,
0.16677716374397278,
-0.6869199872016907,
-0.46733784675598145,
-0.16198205947875977,
-0.20288559794425964,
-0.25088709592819214,
0.3078194558620453,
0.39205989241600037,
0.6234460473060608,
0.2832770049571991,
-0.4250883162021637,
-0.8402094841003418,
0.09771985560655594,
0.4322945773601532,
-0.20456546545028687,
-0.5599782466888428,
-0.18005424737930298,
-0.3052595853805542,
0.34963908791542053,
0.25431668758392334,
0.29517433047294617,
0.04451093077659607,
0.22336366772651672,
-0.04435493052005768,
-0.0032141830306500196,
-0.1508680284023285,
-0.020434949547052383,
0.5172139406204224,
0.17963340878486633,
-0.0235142819583416,
-0.273613303899765,
0.19155187904834747,
-0.11714678257703781,
-0.19541046023368835,
-0.30232179164886475,
-0.47649234533309937,
0.14170178771018982,
-0.2083156704902649,
0.179975226521492,
-0.18146511912345886,
0.6992455124855042,
-0.005347412545233965,
-0.1846086084842682,
0.03308195248246193,
-0.44664570689201355,
0.3823760151863098,
-0.5192797183990479,
0.09541057050228119,
-0.25678712129592896,
-0.21131323277950287,
0.4417366683483124,
0.720431923866272,
-0.09437760710716248,
-0.18753023445606232,
-0.30914944410324097,
0.2841334044933319,
0.26053211092948914,
-0.9677951335906982,
0.5753676891326904,
0.2110290229320526,
0.5019088387489319,
-0.09718785434961319,
-0.5291656851768494,
-0.019425231963396072,
0.10350006073713303,
0.2848051190376282,
-0.29659169912338257,
0.40058743953704834,
-0.21050572395324707,
-0.17150086164474487,
0.3089419901371002,
-0.08929160982370377,
0.9894546270370483,
0.4008830785751343,
-0.19574782252311707,
0.7124482989311218,
0.49217280745506287,
-0.15768438577651978,
-0.645719587802887,
0.3342648148536682,
-0.3547111451625824,
0.275022029876709,
0.13352783024311066,
0.4828863739967346,
0.3039906919002533,
0.809508740901947,
-0.6013748049736023,
0.5638214945793152,
0.06174309924244881,
-0.294760137796402,
0.1550029069185257,
-0.1681944876909256,
-0.029230765998363495,
0.22274290025234222,
0.18777061998844147,
0.7322576642036438,
-0.3747100234031677,
0.3127340078353882,
0.2257053256034851,
0.25218966603279114,
0.6571595668792725,
0.3784799873828888,
-0.4649575352668762,
0.5199928879737854,
0.0529232993721962,
-0.27107617259025574,
0.42798420786857605,
0.12218416482210159,
-0.21735066175460815,
-0.1624257117509842,
0.5734159350395203,
-0.5068879127502441,
-0.3196354806423187,
0.28675389289855957,
0.3882690966129303,
0.43307846784591675,
-0.5557785034179688,
-0.06913170218467712,
-0.3204725980758667,
-0.09147866070270538,
0.42105886340141296,
-0.2471107393503189,
0.3503795266151428,
0.12145508080720901,
-0.3188348710536957,
0.6186027526855469,
-0.20128504931926727,
0.45161232352256775,
-0.0568818636238575,
-0.3692948818206787,
0.02352704107761383,
0.40288782119750977,
-0.547825276851654,
-0.23638419806957245,
0.2422572523355484,
0.19014917314052582,
0.16497644782066345,
-0.5021575093269348,
-0.13095723092556,
-0.2844386398792267,
0.3096361458301544,
-0.013175983913242817,
0.19723384082317352,
-0.059320442378520966,
-0.05735994130373001,
-0.8122953772544861,
-0.041133731603622437,
0.018110012635588646,
0.10662475228309631,
0.3538966476917267,
-0.28878623247146606,
0.43496468663215637,
0.3904568552970886,
0.31791451573371887,
-0.014109139330685139,
0.2866666615009308,
0.05848383530974388,
0.4763182997703552,
-0.4711570739746094,
0.26176944375038147,
-0.41382497549057007,
-0.2733362913131714,
-0.8085757493972778,
0.09910418838262558,
0.5995085835456848,
-0.304245263338089,
-0.276401162147522,
-0.20247136056423187,
0.03469068557024002,
-0.04703698679804802,
-0.1966005116701126,
-0.3961680233478546,
0.29962435364723206,
-0.3196712136268616,
-0.34442073106765747,
-0.2368282675743103,
0.6463330984115601,
0.02820485830307007,
-0.016194583848118782,
-0.17264585196971893,
0.7415251731872559,
0.26162639260292053,
-0.5795714259147644,
0.15776237845420837,
-0.017012909054756165,
0.25988274812698364,
-0.4118710160255432,
0.32752546668052673,
-0.3966197371482849,
0.09132242202758789,
-0.2407873272895813,
0.06995109468698502,
0.330441415309906,
-0.7327677011489868,
-0.23430857062339783,
-0.13571709394454956,
-0.3587815463542938,
0.3811641037464142,
0.1796419620513916,
0.5520297288894653,
0.04798611253499985,
0.1502363383769989,
-0.9090992212295532,
0.5920628309249878,
0.12436746060848236,
-0.294653058052063,
-0.30618956685066223,
-0.3791687786579132,
-0.44496428966522217,
0.5772470831871033,
0.12517084181308746,
-0.17914216220378876,
-0.23824363946914673,
0.2735317647457123
] |
When applying sparse representation techniques to images, the standard approach is to independently compute the representations for a set of overlapping image patches. This method performs very well in a variety of applications, but results in a representation that is multi-valued and not optimized with respect to the entire image. An alternative representation structure is provided by a convolutional sparse representation, in which a sparse representation of an entire image is computed by replacing the linear combination of a set of dictionary vectors by the sum of a set of convolutions with dictionary filters. The resulting representation is both single-valued and jointly optimized over the entire image. While this form of a sparse representation has been applied to a variety of problems in signal and image processing and computer vision, the computational expense of the corresponding optimization problems has restricted application to relatively small signals and images. This paper presents new, efficient algorithms that substantially improve on the performance of other recent methods, contributing to the development of this type of representation as a practical tool for a wider range of problems. | [
0.008106471970677376,
0.015718834474682808,
-0.010665287263691425,
0.0177764929831028,
-0.012253735214471817,
-0.03599591553211212,
0.007799035403877497,
-0.01431036926805973,
-0.009325329214334488,
0.025760091841220856,
-0.004929605405777693,
0.008485882543027401,
0.015383085235953331,
0.00284627266228199,
-0.0033234222792088985,
0.005145483650267124,
-0.0020123084541410208,
0.0015254390891641378,
0.003310918575152755,
0.018160268664360046,
-0.000946414191275835,
-0.0015880807768553495,
0.00947633944451809,
0.02072080597281456,
0.0008479566313326359,
0.006482320372015238,
-0.00943971797823906,
-0.011487796902656555,
-0.029940452426671982,
-0.020322831347584724,
0.01761160045862198,
-0.003004628699272871,
0.007878839038312435,
-0.008140822872519493,
-0.00031192859751172364,
0.009358718991279602,
-0.008225479163229465,
0.025919664651155472,
0.009293721988797188,
-0.0039401063695549965,
-0.015568388625979424,
-0.004995139315724373,
0.0018331852043047547,
0.00999022088944912,
-0.007890892215073109,
-0.009681597352027893,
-0.004158861935138702,
0.01512906327843666,
-0.00013310695067048073,
0.006005387753248215,
-0.0053960722871124744,
0.005447064060717821,
-0.006678380537778139,
0.005871938541531563,
-0.0059594884514808655,
-0.011948996223509312,
0.017063720151782036,
0.01301039569079876,
-0.0021564685739576817,
-0.02044949308037758,
-0.014532025903463364,
0.03372092545032501,
-0.013095641508698463,
-0.025436457246541977,
-0.01504275482147932,
-0.06772971898317337,
0.010520532727241516,
0.012498589232563972,
0.0068993037566542625,
0.006248625461012125,
0.011881114915013313,
0.011966919526457787,
-0.002293218392878771,
0.004832609556615353,
0.011545596644282341,
0.0161709226667881,
-0.015373112633824348,
0.021426400169730186,
0.0067420583218336105,
-0.0010610674507915974,
-0.011988547630608082,
-0.005555669777095318,
0.036545366048812866,
0.012972237542271614,
0.02699916623532772,
-0.012401632964611053,
-0.000416902475990355,
0.02768927998840809,
0.004303908906877041,
0.0017457706853747368,
-0.009415954351425171,
-0.03416040167212486,
-0.01865050569176674,
-0.02079727314412594,
-0.03265492618083954,
0.03359484672546387,
0.0036166771315038204,
0.0024743713438510895,
-0.016014542430639267,
0.013063669204711914,
-0.011644025333225727,
0.008975532837212086,
0.016978129744529724,
0.005542313680052757,
-0.03475173935294151,
0.012353315949440002,
0.0032200610730797052,
0.012230509892106056,
-0.01611979305744171,
0.004876779392361641,
0.01563524454832077,
0.004961819853633642,
0.005081892479211092,
0.0011309293331578374,
-0.01727881096303463,
-0.008484872058033943,
0.018098749220371246,
0.0013562215026468039,
0.010443668812513351,
-0.024970751255750656,
0.009710129350423813,
-0.03946896269917488,
0.0010178153170272708,
0.015416010282933712,
0.010905789211392403,
0.028010893613100052,
-0.006591631565243006,
0.008522342890501022,
0.018400266766548157,
-0.007501888554543257,
-0.012931418605148792,
0.008275223895907402,
-0.0014513581991195679,
-0.00835620891302824,
0.014929010532796383,
0.005235989112406969,
0.020062901079654694,
-0.01704084873199463,
-0.006565930787473917,
0.0023600421845912933,
0.003838189411908388,
0.008477874100208282,
0.0007332602981477976,
0.01681447960436344,
0.0030895976815372705,
0.00004054466262459755,
0.006370560731738806,
0.012708003632724285,
-0.009418155997991562,
0.009638207033276558,
0.00835779681801796,
0.01320544071495533,
-0.011888235807418823,
-0.0030681281350553036,
0.00627454137429595,
0.013272453099489212,
-0.023905489593744278,
0.023148126900196075,
-0.00375557504594326,
0.0015878812409937382,
0.02913086675107479,
0.00856265239417553,
0.01172594353556633,
0.008090517483651638,
0.0034315884113311768,
0.008272634819149971,
-0.019532253965735435,
0.015295392833650112,
-0.016457557678222656,
0.0015891595976427197,
-0.006028832867741585,
0.029022537171840668,
-0.016481611877679825,
0.009531578049063683,
0.013651855289936066,
0.0018862280994653702,
0.01874956674873829,
0.006641336716711521,
-0.009069988504052162,
0.06811496615409851,
0.033423326909542084,
-0.012702475301921368,
-0.004195861984044313,
-0.00928451307117939,
-0.004722193349152803,
-0.008989028632640839,
0.01344436127692461,
-0.0008475386421196163,
-0.00865575484931469,
-0.008395280689001083,
-0.01817760430276394,
-0.01481591071933508,
-0.004884352441877127,
-0.0004503584932535887,
0.01142316497862339,
0.0024070614017546177,
-0.002809062832966447,
0.0013309863861650229,
-0.010424268431961536,
-0.0033841528929769993,
-0.008378421887755394,
0.001671084202826023,
0.01749459281563759,
0.0005704406648874283,
-0.0001432374119758606,
0.012006126344203949,
-0.013728581368923187,
-0.026250945404171944,
0.017471417784690857,
0.014453256502747536,
0.01767045259475708,
-0.008972019888460636,
-0.01125566940754652,
-0.01186725776642561,
-0.0002656332217156887,
0.0021135464776307344,
-0.020340196788311005,
-0.02459288015961647,
0.0026943825650960207,
-0.007680634967982769,
0.0037705868016928434,
0.006595426704734564,
0.014008425176143646,
0.0023491326719522476,
0.013426359742879868,
0.00818079523742199,
0.005110498983412981,
0.0074074724689126015,
0.004599760286509991,
-0.0072280289605259895,
0.013591230846941471,
0.003008714411407709,
-0.010669102892279625,
-0.00306950556114316,
0.034266747534275055,
0.019328523427248,
0.00980503112077713,
-0.015355663374066353,
0.005239163991063833,
-0.005879506468772888,
-0.025504834949970245,
-0.02678084187209606,
0.005578451789915562,
-0.0188981294631958,
-0.013854268938302994,
-0.011848878115415573,
0.017195718362927437,
-0.016166875138878822,
0.01114422082901001,
-0.01718689315021038,
0.003065149299800396,
-0.01351282000541687,
-0.012001140043139458,
0.00964329857379198,
0.01850903034210205,
0.003813650459051132,
0.00482677249237895,
0.010969649069011211,
0.019185077399015427,
0.0024732956662774086,
0.0027649076655507088,
0.0025264916475862265,
-0.024442169815301895,
-0.013463234528899193,
0.02023804374039173,
0.01989196054637432,
0.003287608502432704,
0.019080132246017456,
-0.015994735062122345,
-0.0074766818434000015,
0.006145377643406391,
-0.016089823096990585,
-0.0008630540687590837,
-0.08115050196647644,
-0.01274789497256279,
-0.00622019125148654,
-0.0013080679345875978,
0.009429183788597584,
-0.01786061003804207,
0.004014297854155302,
-0.003795681754127145,
-0.008205253630876541,
0.002981490921229124,
0.011771099641919136,
0.014992334879934788,
-0.013373476453125477,
0.02815529890358448,
-0.014935359358787537,
-0.013792666606605053,
0.01639612764120102,
0.03930443525314331,
0.017237693071365356,
0.016791291534900665,
-0.004499512724578381,
0.015478269197046757,
-0.0014150338247418404,
-0.009788664057850838,
-0.00681312894448638,
0.013107337057590485,
-0.004131417255848646,
0.005453445482999086,
-0.012206084094941616,
-0.00552724115550518,
0.006935303099453449,
-0.002694441471248865,
-0.02762353979051113,
-0.01010107435286045,
0.019892118871212006,
-0.0025352430529892445,
-0.007989905774593353,
-0.013621451333165169,
-0.0019659874960780144,
0.00559479184448719,
-0.0002949933987110853,
0.011836590245366096,
0.011981256306171417,
0.014179309830069542,
0.010320495814085007,
0.01250194851309061,
-0.022110234946012497,
0.003443860448896885,
0.01329745166003704,
-0.014751617796719074,
0.001718328334391117,
-0.0018407644238322973,
-0.009924485348165035,
0.008033083751797676,
0.0025444726925343275,
-0.007837984710931778,
-0.011342814192175865,
0.0017628460191190243,
-0.009130827151238918,
-0.00030940386932343245,
-0.024497177451848984,
0.00821542926132679,
-0.015986990183591843,
-0.0019264575093984604,
0.013340785168111324,
-0.020589221268892288,
0.013062691316008568,
0.004582402762025595,
0.000496759545058012,
-0.015529165975749493,
-0.001530210953205824,
-0.013980448246002197,
-0.02834400162100792,
-0.004608468152582645,
-0.006149305030703545,
-0.008310353383421898,
-0.009776527062058449,
-0.015314517542719841,
0.0072330753318965435,
-0.006637934595346451,
-0.020757444202899933,
0.011388057842850685,
0.008486472070217133,
0.0023756877053529024,
-0.01703193038702011,
0.004428141750395298,
0.003399765584617853,
-0.0013603107072412968,
0.004981548525393009,
-0.013991881161928177,
-0.004607522860169411,
-0.014004837721586227,
0.0009869500063359737,
0.003482968080788851,
-0.010166935622692108,
0.00243207486346364,
-0.0014636637642979622,
0.004175230860710144,
0.010349560528993607,
0.009662747383117676,
0.022119728848338127,
0.0017262038309127092,
-0.007085764780640602,
-0.008503659628331661,
-0.011070230975747108,
0.007598220370709896,
-0.003647441044449806,
-0.005564599297940731,
0.009517932310700417,
-0.0026910826563835144,
-0.015613004565238953,
-0.007459469139575958,
-0.009960543364286423,
0.007773835211992264,
0.01180216483771801,
0.02772160805761814,
-0.00253991037607193,
0.013017910532653332,
0.07328692078590393,
0.023700419813394547,
0.0026985728181898594,
-0.008320387452840805,
0.0010893094586208463,
-0.0042162565514445305,
-0.040224142372608185,
0.006713518872857094,
0.015921246260404587,
-0.00751369446516037,
0.008329590782523155,
0.014183569699525833,
0.008239757269620895,
0.01382705383002758,
-0.010266469791531563,
-0.0034887664951384068,
0.007721805013716221,
-0.027203775942325592,
0.002841188572347164,
0.0054878490045666695,
-0.017605166882276535,
-0.00821540504693985,
0.007902435958385468,
0.025142081081867218,
-0.010710760951042175,
-0.019716346636414528,
0.032413680106401443,
-0.014600023627281189,
0.004517528228461742,
0.004501736257225275,
-0.0046830084174871445,
-0.0077066365629434586,
-0.0051512401551008224,
0.0035424416419118643,
0.01375574804842472,
0.010117419064044952,
-0.03195153549313545,
0.002844511531293392,
-0.007469988893717527,
-0.0020665612537413836,
0.01117679663002491,
-0.009384071454405785,
-0.015558222308754921,
0.018696334213018417,
0.0077174631878733635,
-0.013146677985787392,
-0.012041540816426277,
-0.010075695812702179,
-0.006896073929965496,
0.00647103413939476,
-0.012682660482823849,
0.009833097457885742,
0.010256625711917877,
0.008690452203154564,
0.03391019254922867,
0.00630699098110199,
0.007614883128553629,
0.008340064436197281,
-0.011468557640910149,
-0.015349135734140873,
-0.03121141530573368,
-0.038986414670944214,
0.017013825476169586,
-0.004657062701880932,
-0.00034064194187521935,
-0.005549033172428608,
0.013145980425179005,
-0.022641265764832497,
-0.004313941579312086,
0.0003980537876486778,
0.02176889218389988,
-0.006784373428672552,
-0.01140664890408516,
-0.020792361348867416,
-0.020307274535298347,
-0.003334952984005213,
0.0264781191945076,
-0.039842598140239716,
0.022378649562597275,
0.003209075890481472,
0.007370421662926674,
0.0028594359755516052,
-0.0038007942494004965,
-0.003658707719296217,
0.011501245200634003,
-0.016696687787771225,
0.01081685908138752,
-0.07433553785085678,
0.002055153250694275,
0.012161492370069027,
-0.003981618210673332,
-0.022275621071457863,
0.015347326174378395,
0.014535927213728428,
-0.019115686416625977,
0.007591144181787968,
-0.004269151482731104,
0.001226366264745593,
-0.012975312769412994,
0.0014606101904064417,
-0.021122829988598824,
0.007658411283046007,
0.00706640537828207,
-0.021071288734674454,
0.008536462672054768,
0.003567245788872242,
-0.016870584338903427,
0.011440963484346867,
-0.010461763478815556,
0.0008137929253280163,
-0.012780820950865746,
-0.004410292953252792,
-0.08216386288404465,
-0.010399475693702698,
-0.00449376692995429,
-0.008572250604629517,
-0.01855606772005558,
-0.020647719502449036,
0.007746570743620396,
0.0024283621460199356,
-0.011309843510389328,
-0.007913065142929554,
-0.004180828109383583,
0.00697365403175354,
-0.00013315025717020035,
0.01804289035499096,
-0.015057772397994995,
-0.0013960824580863118,
0.027135159820318222,
-0.01920519396662712,
0.025424033403396606,
-0.007549179717898369,
0.02822432480752468,
-0.00954299233853817,
-0.010888012126088142,
0.011129925027489662,
-0.003779125865548849,
0.0024796975776553154,
-0.0323859304189682,
0.005575508810579777,
0.007546314503997564,
-0.01065110508352518,
0.011707735247910023,
0.011662476696074009,
-0.015604713931679726,
-0.009066584520041943,
-0.015667742118239403,
-0.019469980150461197,
0.008499703370034695,
-0.014365678653120995,
-0.011390045285224915,
-0.006447998806834221,
-0.005333464127033949,
-0.019719857722520828,
-0.0003140624612569809,
0.005949806421995163,
-0.03460991382598877,
0.00943351536989212,
0.002977775875478983,
-0.0038201238494366407,
0.005519346799701452,
0.009527349844574928,
0.009498124942183495,
0.03040812909603119,
0.0024606483057141304,
-0.022295154631137848,
0.027759358286857605,
0.007919296622276306,
0.0063775451853871346,
0.0034017867874354124,
0.024169569835066795,
0.012661987915635109,
-0.00271188048645854,
0.006812711711972952,
-0.021516650915145874,
0.07314251363277435,
0.014893597923219204,
0.018751973286271095,
-0.0270583163946867,
-0.004820812959223986,
0.0022863741032779217,
0.000851818360388279,
-0.012595957145094872,
-0.009683658368885517,
-0.02800595760345459,
0.009802578948438168,
-0.008831211365759373,
-0.011342654936015606,
0.006381313316524029,
0.011956261470913887,
-0.01753302291035652,
-0.01582184061408043,
-0.012505504302680492,
0.0012537415605038404,
0.018616657704114914,
-0.04064562916755676,
0.007035655435174704,
-0.0016717342659831047,
0.00934343971312046,
0.013312140479683876,
0.001963850110769272,
-0.007118530571460724,
-0.009121155366301537,
-0.005151929799467325,
-0.03608386218547821,
-0.020333658903837204,
-0.012393717654049397,
0.0020804088562726974,
0.008903849869966507,
0.023690959438681602,
-0.03368684649467468,
0.014204735867679119,
-0.00434825848788023,
0.009096051566302776,
-0.011086721904575825,
-0.0073862625285983086,
0.009186714887619019,
0.000876991543918848,
-0.013576116412878036,
0.03541075065732002,
0.010891702026128769,
0.010927588678896427,
-0.010588920675218105,
-0.007296804804354906,
-0.0056547727435827255,
-0.016405656933784485,
-0.008860583417117596,
0.002537911292165518,
-0.00873936153948307,
0.010795768350362778,
-0.013092844747006893,
-0.0032669915817677975,
0.010461285710334778,
-0.013548076152801514,
0.016022639349102974,
-0.009129028767347336,
-0.0016237531090155244,
-0.00009265891276299953,
0.00042523606680333614,
0.022092508152127266,
0.002821869682520628,
-0.013214083388447762,
-0.012355268001556396,
-0.009361965581774712,
0.015047605149447918,
-0.006356741767376661,
-0.012840360403060913,
0.0025260956026613712,
-0.022892989218235016,
-0.009135391563177109,
-0.0012948604999110103,
-0.010904543101787567,
0.0047590541653335094,
0.016295427456498146,
-0.003198480000719428,
0.008101877756416798,
0.00583855714648962,
-0.010417411103844643,
-0.02088501676917076,
-0.005561016965657473,
-0.02343812957406044,
-0.006739833392202854,
0.010236423462629318,
0.00005398073699325323,
0.011170586571097374,
0.01700371317565441,
0.013266749680042267,
0.003585107158869505,
0.0016369023360311985,
0.006671243812888861,
0.031569771468639374,
-0.0032609535846859217,
0.0017175653483718634,
-0.021216342225670815,
0.0028297288808971643,
0.038460031151771545,
-0.005322088021785021,
0.013367339968681335,
-0.00007460219785571098,
-0.01847189851105213,
-0.004039929248392582,
-0.008602621033787727,
-0.0021572725381702185,
-0.011525449343025684,
-0.019502408802509308,
0.03825470432639122,
-0.0063581084832549095,
-0.001396183855831623,
-0.02082642912864685,
-0.0033716242760419846,
0.008919049054384232,
-0.00043203774839639664,
0.01227490697056055,
-0.03523140400648117,
-0.007318847347050905,
-0.00667168153449893,
0.019820136949419975,
0.029282134026288986,
0.028708118945360184,
0.02009265311062336,
-0.04048485308885574,
-0.006814348977059126,
0.022442858666181564,
0.009618124924600124,
0.02595178410410881,
0.008951281197369099,
-0.011276839300990105,
0.002194761298596859,
0.012718794867396355,
0.009186817333102226,
-0.05330657958984375,
0.01795380935072899,
0.007603752426803112,
0.016106121242046356,
0.006068062037229538,
0.03225529193878174,
0.004403331317007542,
0.005213910713791847,
-0.013750825077295303,
0.007180032320320606,
-0.02599821612238884,
0.01866021193563938,
0.0060662743635475636,
0.005800391547381878,
0.0051797921769320965,
-0.0006526526995003223,
-0.0019418408628553152,
-0.00583328353241086,
-0.010252010077238083,
-0.006622175686061382,
0.009861161932349205,
-0.003552761161699891,
0.001377505948767066,
-0.012970870360732079,
0.016830602660775185,
-0.008950877003371716,
-0.014371146447956562,
-0.0033052884973585606,
0.023201080039143562,
-0.006747563369572163,
0.013138581067323685,
-0.00843837670981884,
0.005536259151995182,
0.0027536062989383936,
0.007283386774361134,
-0.004942256025969982,
-0.022246215492486954,
-0.016277633607387543,
0.01911298930644989,
-0.009276103228330612,
-0.01790706254541874,
-0.0031844042241573334,
0.00455879420042038,
-0.01727687567472458,
-0.011381511576473713,
0.01809840276837349,
0.0021448973566293716,
0.0071186488494277,
-0.006190859712660313,
-0.023983243852853775,
0.011793501675128937,
-0.0049716453067958355,
0.009406035766005516,
-0.02468627318739891,
0.02006620541214943,
-0.0016952620353549719,
-0.008919786661863327,
-0.017365392297506332,
-0.019358515739440918,
0.007658226881176233,
0.010183046571910381,
-0.005776836536824703,
0.013495366089046001,
-0.0005993728991597891,
-0.004676028620451689,
-0.007539043202996254,
-0.014351862482726574
] | [
0.0359668955206871,
-0.09420746564865112,
0.25098446011543274,
0.07863494008779526,
-0.2100234031677246,
0.16196094453334808,
-0.07787193357944489,
-0.3014912009239197,
-0.341142475605011,
-0.6861087679862976,
0.010198857635259628,
0.35167911648750305,
-0.5562270879745483,
0.11600606143474579,
-0.33690956234931946,
0.4811997711658478,
0.6382190585136414,
0.40460124611854553,
-0.6275841593742371,
-0.7240567803382874,
0.2722480595111847,
0.06633628159761429,
0.021922415122389793,
0.14239634573459625,
0.021958179771900177,
0.03927503526210785,
0.6431246399879456,
0.464129239320755,
-0.028366798534989357,
0.005947835743427277,
0.04114455357193947,
0.29475465416908264,
0.09681833535432816,
-0.32576480507850647,
0.3872672915458679,
0.0700753778219223,
0.23518720269203186,
0.09507693350315094,
0.2915368974208832,
-0.2098827064037323,
0.47667011618614197,
0.14543099701404572,
-0.24970011413097382,
0.45780545473098755,
-0.26701852679252625,
-0.7735949158668518,
-1.1411627531051636,
0.33717426657676697,
-0.16756652295589447,
-0.2920059859752655,
-0.7093847990036011,
0.09625093638896942,
0.6134963631629944,
0.6122460961341858,
-0.35021984577178955,
0.23038950562477112,
-0.20562559366226196,
-0.2597833275794983,
0.6650140881538391,
0.11293211579322815,
-0.1590064913034439,
-0.3988521099090576,
-0.1407780945301056,
-0.12840424478054047,
-0.04619269073009491,
0.667515754699707,
-0.0055603450164198875,
-0.297056645154953,
-0.6126903295516968,
-0.22329150140285492,
0.3171061873435974,
-0.314067542552948,
-0.04468890279531479,
0.5772956609725952,
-0.2876734137535095,
0.2997530698776245,
0.007440005429089069,
-0.24154558777809143,
0.13903559744358063,
0.09395048022270203,
-0.1384093463420868,
0.27195262908935547,
0.18019883334636688,
-0.28440651297569275,
0.7471144199371338,
0.1353330761194229,
-0.39227911829948425,
0.7800360321998596,
-0.903124988079071,
-0.13472998142242432,
-0.004149788524955511,
-0.3132772743701935,
-0.015695370733737946,
0.5125787258148193,
0.276047945022583,
0.526387095451355,
0.0661492645740509,
-0.16061322391033173,
0.5242441296577454,
0.45142683386802673,
-0.07540752738714218,
0.05366495996713638,
0.22277723252773285,
-0.291615754365921,
-0.5404139757156372,
-0.7421113848686218,
-0.7180492877960205,
-0.418672651052475,
-0.12596115469932556,
0.32290560007095337,
-0.7062949538230896,
0.4310184121131897,
-0.15651586651802063,
-0.588083803653717,
-0.21799327433109283,
-0.039565686136484146,
0.029558904469013214,
-0.04942301660776138,
-0.45441657304763794,
0.2817954421043396,
-0.1964777559041977,
1.5177464485168457,
0.12991328537464142,
0.55483078956604,
0.032430436462163925,
0.07751712203025818,
0.48472949862480164,
0.7749161720275879,
-0.5306934714317322,
0.051753778010606766,
0.11621567606925964,
1.0371005535125732,
0.2395167499780655,
0.30215415358543396,
-0.10763116180896759,
-0.5552799105644226,
-0.19043949246406555,
0.28950026631355286,
-0.2920342683792114,
-0.45115455985069275,
-0.37633997201919556,
-0.5719872117042542,
0.09963469952344894,
0.25018635392189026,
0.20935536921024323,
-0.379323273897171,
0.06078580021858215,
-0.3561157286167145,
-0.22636070847511292,
-0.06269675493240356,
-0.16503779590129852,
0.36653628945350647,
-0.5670869946479797,
-0.38230499625205994,
-0.38309040665626526,
0.3701759874820709,
0.07357680797576904,
-0.10043242573738098,
0.05415041372179985,
0.05033089220523834,
0.11176072061061859,
-0.07048408687114716,
-0.6512693166732788,
-0.673792839050293,
0.16007423400878906,
-1.0133177042007446,
0.2789643406867981,
0.6449971199035645,
0.21363221108913422,
0.22895120084285736,
0.14232119917869568,
-0.12767425179481506,
-0.4824060797691345,
-0.24444538354873657,
-0.09538549184799194,
0.31838202476501465,
0.1342219114303589,
0.17142018675804138,
0.4952281415462494,
-0.24191859364509583,
-0.7993560433387756,
0.07412585616111755,
0.27316462993621826,
-0.35106462240219116,
-0.0558890663087368,
0.43712544441223145,
0.3254527151584625,
-0.005591615568846464,
-0.2623765766620636,
-0.14136455953121185,
-0.5762821435928345,
-0.006794216576963663,
0.05788946896791458,
-1.174477458000183,
1.4369654655456543,
0.4608776271343231,
-0.6016819477081299,
0.781761646270752,
-0.3185032606124878,
0.0794760212302208,
-0.09232825040817261,
-0.24811725318431854,
0.19902609288692474,
-0.19284257292747498,
-0.6114363074302673,
0.1579292267560959,
0.14442522823810577,
0.2317037135362625,
-0.7855685353279114,
0.306248277425766,
0.5774516463279724,
-0.24915458261966705,
-0.08447245508432388,
0.04886133596301079,
0.3707604706287384,
0.43710005283355713,
-0.488460898399353,
0.15593288838863373,
0.4367343485355377,
0.08245743811130524,
0.9978302717208862,
-0.4570159316062927,
0.10181894898414612,
0.4827278256416321,
0.0895453467965126,
0.9450619220733643,
0.7282096147537231,
0.5782484412193298,
0.8773741126060486,
-0.5418457388877869,
-0.11880217492580414,
-0.1506538838148117,
0.2952069044113159,
-0.17152510583400726,
-0.2810949385166168,
-0.21278712153434753,
0.6091132164001465,
-0.022616494446992874,
0.5219205617904663,
-0.12021321058273315,
-0.16471272706985474,
0.13830551505088806,
-0.4129146337509155,
-0.09471872448921204,
0.23280490934848785,
-0.346663236618042,
-0.6350129246711731,
-0.17659081518650055,
-0.04259936884045601,
-0.06936561316251755,
0.3263512849807739,
0.5271690487861633,
0.2019505351781845,
-1.0214613676071167,
0.10653148591518402,
0.047995686531066895,
-0.286160945892334,
-0.4760212004184723,
0.2311091125011444,
0.45834264159202576,
-0.3131222426891327,
-0.001593886874616146,
-0.08852365612983704,
-0.3085121512413025,
-0.36093446612358093,
-0.1733240932226181,
-0.8634543418884277,
-0.4526672661304474,
0.5628446936607361,
0.37922170758247375,
0.3048034608364105,
-0.3453577160835266,
-0.6481894850730896,
-0.04180717468261719,
-0.484709233045578,
-0.5879453420639038,
-0.018234724178910255,
-0.1210603266954422,
-0.9233253002166748,
-0.6592332720756531,
0.3753398060798645,
0.6308507919311523,
0.4865005314350128,
-0.10646149516105652,
-0.8004326820373535,
-0.3826802968978882,
-0.1326860636472702,
-0.19744840264320374,
-0.40512996912002563,
-0.4898952543735504,
-0.08037266880273819,
0.8520556688308716,
-0.03500444442033768,
-0.3946046233177185,
0.3166230320930481,
1.1088608503341675,
-0.03504335880279541,
-0.17249757051467896,
0.5048782229423523,
-0.3264860510826111,
-0.3790879249572754,
-0.280692458152771,
-0.06009409576654434,
-0.29954469203948975,
-0.5899466276168823,
-0.1255241334438324,
-0.19932466745376587,
0.43810826539993286,
-5.72202205657959,
0.3333064019680023,
-0.5121316909790039,
0.5441603064537048,
-0.4001219868659973,
-0.21535724401474,
0.5747045874595642,
-0.1994865983724594,
0.2888961434364319,
0.10796886682510376,
0.09331344068050385,
0.1286456435918808,
-0.14910048246383667,
0.5492976903915405,
0.4164697527885437,
-0.023585142567753792,
0.46243715286254883,
0.28258445858955383,
0.5027508735656738,
0.1392226219177246,
0.04857472702860832,
0.09702528268098831,
-0.19943538308143616,
-0.33145007491111755,
0.35083073377609253,
0.024141794070601463,
-0.33054110407829285,
-0.02075248770415783,
-0.38369786739349365,
-0.25756850838661194,
-0.39478346705436707,
-0.4704960882663727,
-0.17415501177310944,
-0.18526387214660645,
0.20590706169605255,
0.4120585024356842,
0.4473356008529663,
0.008535623550415039,
-0.03701963648200035,
-0.6661992073059082,
0.2788430154323578,
0.9794837832450867,
0.07447497546672821,
-0.11436368525028229,
0.6741886138916016,
0.03988323733210564,
-0.4484877288341522,
-0.15805554389953613,
0.2103346735239029,
0.7788063883781433,
-0.1901179999113083,
-0.37033283710479736,
0.33119386434555054,
0.26277878880500793,
-0.24030081927776337,
-0.2584531009197235,
0.11263899505138397,
0.13822458684444427,
-0.2268858253955841,
0.17516517639160156,
0.3954763114452362,
-0.7577085494995117,
0.1258380264043808,
-0.6000564694404602,
-0.5614678859710693,
0.38793110847473145,
-0.39556533098220825,
-0.47959139943122864,
0.4110795259475708,
0.030039416626095772,
-0.35314318537712097,
-0.20489348471164703,
-0.05003058910369873,
-0.2610001564025879,
0.35773950815200806,
-0.444777250289917,
0.08301443606615067,
-0.039539262652397156,
-0.27980291843414307,
0.1959230750799179,
-0.2963663339614868,
-0.6779077649116516,
-0.1054888591170311,
0.1354520320892334,
0.049191441386938095,
-0.2649219334125519,
-0.14512334764003754,
-0.006182584911584854,
-0.24162927269935608,
0.10797196626663208,
0.6365731954574585,
-0.07496726512908936,
0.3170511722564697,
0.641635000705719,
0.4730904996395111,
0.3149454593658447,
0.9797001481056213,
0.1904584914445877,
0.2668212950229645,
-0.07825356721878052,
0.4545403718948364,
-0.20573656260967255,
-0.530193030834198,
-0.661410391330719,
0.3289899528026581,
0.22778403759002686,
-0.48083993792533875,
0.3610232174396515,
0.8423241376876831,
-0.16459280252456665,
-0.268669992685318,
0.11311760544776917,
-0.4489730894565582,
-0.12959343194961548,
0.4600716531276703,
-0.3128066956996918,
-0.39297428727149963,
-0.02364315651357174,
0.304919570684433,
-0.32904252409935,
-0.12382423877716064,
0.40343180298805237,
-0.32217326760292053,
0.1596684455871582,
-0.310189813375473,
-0.5907814502716064,
0.036999400705099106,
0.7524347901344299,
-0.38762176036834717,
-0.366555392742157,
0.2874600291252136,
0.6529331207275391,
-0.5277149677276611,
0.10993900895118713,
0.021204965189099312,
-0.7714118361473083,
0.11649303138256073,
0.19430756568908691,
0.16586846113204956,
-0.5866415500640869,
0.6760661602020264,
-0.10132663697004318,
-0.434250146150589,
-0.09510661661624908,
-0.34890449047088623,
0.53944331407547,
-0.15435221791267395,
-0.15512077510356903,
-0.2528250813484192,
0.2480194866657257,
-0.40217161178588867,
-0.6383207440376282,
0.3088015615940094,
0.27123501896858215,
0.3075491487979889,
0.011724309995770454,
0.19265222549438477,
0.10182841867208481,
0.5176947116851807,
-0.4303441643714905,
0.22634856402873993,
0.28777191042900085,
-0.5792016386985779,
0.27713656425476074,
-0.11673787981271744,
-0.11645668745040894,
-0.5434889793395996,
0.0483037605881691,
-0.21220457553863525,
0.5439361333847046,
-0.08874928951263428,
-0.3313581347465515,
-0.13240288197994232,
-0.2711752653121948,
0.2710835933685303,
0.17049247026443481,
0.6282584071159363,
0.05597696453332901,
-0.17763520777225494,
-0.032066114246845245,
-0.06950505822896957,
-0.5407869219779968,
-0.32632383704185486,
0.721803605556488,
0.9346765279769897,
0.2662791907787323,
0.0003800831036642194,
0.14004430174827576,
-0.6329697370529175,
-0.46291905641555786,
0.2656474709510803,
0.30536285042762756,
0.3845692276954651,
-0.270616352558136,
0.18989764153957367,
-0.3768625855445862,
0.3024614751338959,
0.28309911489486694,
-0.3055807650089264,
-0.3599758446216583,
0.06014209985733032,
0.7057877779006958,
-0.5182734727859497,
0.5514056086540222,
-0.02014225535094738,
-0.36324965953826904,
-0.2523646354675293,
-0.36590775847435,
-0.4841848909854889,
-0.650913655757904,
-0.44637998938560486,
-0.3235544264316559,
-0.42557546496391296,
-0.5115278363227844,
-0.23235321044921875,
0.21256519854068756,
0.4538835287094116,
-0.04739074781537056,
0.13675463199615479,
0.12771740555763245,
0.12541937828063965,
-0.6845111846923828,
0.34058085083961487,
0.19917966425418854,
-0.05779295042157173,
0.25473567843437195,
-0.021758994087576866,
-0.5339190363883972,
-0.0844653993844986,
0.060187358409166336,
0.009171400219202042,
-0.22246752679347992,
-0.37880590558052063,
0.0070485565811395645,
-0.11057354509830475,
-0.27144086360931396,
-0.37586596608161926,
0.3092785179615021,
0.086550273001194,
-0.25103211402893066,
0.36097514629364014,
0.9393704533576965,
-0.3374621272087097,
0.07227961719036102,
0.07505269348621368,
0.21204602718353271,
-0.02111872471868992,
-0.5695272088050842,
-0.8626772165298462,
-0.17984560132026672,
0.050722137093544006,
-0.2187533676624298,
0.22044090926647186,
-0.06427295506000519,
1.0488134622573853,
0.43700137734413147,
-0.3859124779701233,
-0.7806262373924255,
0.02378603257238865,
0.7878116369247437,
-0.08282668888568878,
-0.5785415768623352,
-0.11032996326684952,
-0.4740458130836487,
0.54810631275177,
0.25980255007743835,
-0.24407577514648438,
-0.1481279730796814,
0.4631870985031128,
-0.46850720047950745,
-0.15726473927497864,
-0.2072669118642807,
0.140883669257164,
0.3787936866283417,
0.021481260657310486,
-0.023388754576444626,
-0.34160807728767395,
0.38668426871299744,
-0.1013968214392662,
-0.06588894873857498,
-0.29608023166656494,
-0.6494354009628296,
-0.03513934090733528,
-0.21835048496723175,
0.0724039301276207,
0.17053700983524323,
0.47616252303123474,
-0.007971863262355328,
-0.04674632474780083,
-0.06481087952852249,
-0.39344513416290283,
0.11066238582134247,
-0.2863891124725342,
-0.1304134875535965,
-0.09514361619949341,
-0.021777955815196037,
0.472797691822052,
0.34363824129104614,
0.01864563673734665,
-0.41902628540992737,
-0.11935416609048843,
0.5089765787124634,
0.1587793231010437,
-0.8236532211303711,
0.5331095457077026,
0.19701460003852844,
0.4624640643596649,
0.07363241910934448,
-0.057374048978090286,
-0.15790927410125732,
0.5323073863983154,
0.09713780879974365,
0.10307049006223679,
0.46839630603790283,
-0.38706907629966736,
-0.030213261023163795,
0.6845600605010986,
-0.03872081637382507,
0.9680094122886658,
-0.004737974610179663,
-0.049992721527814865,
0.09040339291095734,
0.4849337041378021,
0.10424567013978958,
-0.7432058453559875,
0.470865935087204,
-0.18514205515384674,
0.10365931689739227,
0.13960383832454681,
0.0414220467209816,
0.27793851494789124,
0.6689689755439758,
-0.6399254202842712,
0.13179437816143036,
0.1660492867231369,
0.3203665316104889,
0.3015274405479431,
-0.26891398429870605,
-0.2923034429550171,
0.1826907992362976,
0.6283667683601379,
0.7497389912605286,
-0.8201934099197388,
0.3030761778354645,
0.0011910564498975873,
0.23285119235515594,
0.29341524839401245,
0.06541593372821808,
-0.14224733412265778,
0.48183873295783997,
0.17779093980789185,
-0.03771268576383591,
-0.05730997398495674,
0.22968503832817078,
-0.33543387055397034,
-0.24786968529224396,
0.42291730642318726,
-0.48232531547546387,
0.08413943648338318,
0.595070481300354,
0.5410084128379822,
0.6493907570838928,
-0.8270071148872375,
0.07602296769618988,
-0.6244407296180725,
-0.16823330521583557,
0.5728902816772461,
0.12669828534126282,
0.197933629155159,
-0.14775726199150085,
-0.26277080178260803,
0.2984723448753357,
-0.21346543729305267,
0.11180903017520905,
0.06934740394353867,
-0.6529167294502258,
0.15328152477741241,
0.2313726395368576,
-0.40741199254989624,
-0.1345841884613037,
0.6571555733680725,
0.32111892104148865,
0.12389465421438217,
-0.680396318435669,
0.11881199479103088,
-0.08531390875577927,
0.25315454602241516,
0.17510747909545898,
0.5410776734352112,
0.18087650835514069,
0.2500305771827698,
-0.7765585780143738,
-0.36889883875846863,
0.21370577812194824,
0.3643033802509308,
0.2196212112903595,
-0.7504165768623352,
1.3728634119033813,
0.7199837565422058,
0.04551681876182556,
0.540012538433075,
0.06119479611515999,
0.3163602650165558,
0.9241548776626587,
-0.37511733174324036,
0.26321256160736084,
-0.6999010443687439,
-0.017290744930505753,
-1.0221105813980103,
0.01707928068935871,
0.590340793132782,
-0.04003105312585831,
-0.25562992691993713,
-0.3576195538043976,
0.15244129300117493,
-0.12289565801620483,
-0.15774045884609222,
-0.35353851318359375,
-0.16295571625232697,
-0.44305548071861267,
-0.5057108998298645,
-0.34461575746536255,
0.724848210811615,
-0.05462333932518959,
0.13347144424915314,
-0.16012480854988098,
0.5366963148117065,
0.10417741537094116,
-0.021308496594429016,
0.36599692702293396,
0.25016868114471436,
0.3912542462348938,
-0.2624436914920807,
0.6630206108093262,
-0.24299052357673645,
0.18687191605567932,
-0.136477530002594,
0.0445256233215332,
0.607836127281189,
-0.4691546857357025,
-0.3239370286464691,
-0.40434157848358154,
-0.4493862986564636,
0.3478512465953827,
-0.2826860547065735,
0.2401907593011856,
-0.21039889752864838,
-0.22516557574272156,
-0.9850147366523743,
0.5848290324211121,
0.0327659472823143,
-0.1463060975074768,
-0.3430549204349518,
-0.20286262035369873,
-0.5878961682319641,
0.5432628989219666,
-0.024102507159113884,
-0.4340340793132782,
-0.4181722104549408,
0.11247847974300385
] |
Before reaping transaction cost savings from the Internet, online sellers must credibly communicate the quality of their goods or their reliability of delivery. We use baseball cards as an example to address (1) whether consumers fully understand the risk of online trading, (2) the extent to which consumers employ seller reputation and professional grading to alleviate the risk they are exposed to, and (3) the impact of online trading on the retail market and supporting industries. An experiment is carried out to obtain actual baseball cards from both online and retail markets whose quality is then professionally graded and compared to the prices paid by online buyers for goods with similar claims. Our findings indicate that some uninformed online buyers are misled by non-credible claims of quality; they pay higher prices but do not receive better quality and in fact are defrauded more often. Although a combination of professional grading and reputation mechanisms appear to have the potential to solve the problem, they have only had limited success so far. Data on structural changes in the baseball card industry suggest the problems stemming from buyer misconception may have far-reaching consequences, extending beyond the immediate losses of defrauded consumers to influencing producer and supply decisions. Our findings also suggest that empirical studies using online price data should be careful of what assumptions they are making of online users and what behaviors of buyers and sellers are likely to drive the price data. Department of Economics, University of Maryland, 3115 G Tydings, College Park, MD 20742. Contact Email: jin@econ.umd.edu. We thank Seth Sanders, John List, John Shea, Dan Vincent, David Lucking-Reiley, Larry Ausubel, Peter Cramton, V. Joseph Hotz, Jimmy Chan, Vincent Crawford, attendants in Johns Hopkins UMD conference and participants of UCLA,UCSD and FTC seminars for constructive advice and suggestions. We are grateful to 8 friends who acted as our agents in purchasing baseball cards in retail markets, and numerous sports card store owners for their time and insights regarding the sports card industry. Excellent research assistance from Randy Alexander Moore and Krzysztof Fizyta is gratefully acknowledged. Any remaining errors are ours. | [
0.015873301774263382,
0.018097244203090668,
-0.001501756370998919,
0.023825418204069138,
0.009746946394443512,
0.014646017923951149,
0.00958967488259077,
-0.008414335548877716,
-0.012433907017111778,
-0.01576799526810646,
-0.0145219461992383,
0.022533778101205826,
0.004542168695479631,
0.015444325283169746,
-0.013923181220889091,
0.0091835493221879,
-0.009473487734794617,
0.021457364782691002,
0.009247811511158943,
0.029690612107515335,
-0.0045067863538861275,
-0.002003418281674385,
0.009183380752801895,
0.007914261892437935,
-0.022289540618658066,
0.011612815782427788,
0.023053521290421486,
0.020917458459734917,
0.007040088996291161,
0.007059019524604082,
-0.03462895750999451,
-0.004946050699800253,
-0.012980803847312927,
-0.004635816905647516,
0.02020631916821003,
0.008579571731388569,
0.0030172960832715034,
0.02086789533495903,
-0.01900147832930088,
-0.003916875459253788,
0.005469177383929491,
-0.006908313371241093,
0.005904768593609333,
-0.005925665609538555,
-0.006020556204020977,
0.003314359812065959,
-0.001397293759509921,
0.0011635231785476208,
-0.019519565626978874,
0.01376424077898264,
0.001455838093534112,
0.004505010321736336,
-0.0016141395317390561,
0.03174140676856041,
-0.006864363793283701,
-0.021618321537971497,
0.018680110573768616,
0.0233645997941494,
-0.033325355499982834,
0.00636778399348259,
0.012662597931921482,
-0.02510848641395569,
-0.016263794153928757,
-0.013053910806775093,
-0.005395825952291489,
-0.06682182848453522,
0.019671468064188957,
-0.012160021811723709,
0.011781148612499237,
-0.020159050822257996,
-0.007179704494774342,
0.011074882932007313,
-0.024127835407853127,
-0.029454732313752174,
-0.004387944005429745,
0.004920468665659428,
0.00018404194270260632,
-0.010994074866175652,
0.045192569494247437,
-0.0006532194092869759,
-0.010961739346385002,
-0.00026160688139498234,
-0.007235673256218433,
0.02973797358572483,
0.015577659010887146,
-0.004436281509697437,
-0.015820462256669998,
-0.012572784908115864,
-0.011327649466693401,
-0.00043664686381816864,
0.014474897645413876,
0.007601691409945488,
-0.006148746237158775,
0.013306663371622562,
-0.010967865586280823,
0.019141094759106636,
-0.006241890601813793,
-0.011113820597529411,
0.012566394172608852,
0.02285752072930336,
0.008248589001595974,
0.0007251023780554533,
0.019924325868487358,
0.013110185042023659,
-0.015623890794813633,
0.00985024869441986,
0.0006066979840397835,
0.023089013993740082,
0.014940833672881126,
0.010450977832078934,
0.02991666831076145,
0.02161760814487934,
-0.008006351068615913,
-0.008895110338926315,
-0.005003242753446102,
0.02148536592721939,
0.006979854311794043,
-0.009282386861741543,
0.0104668652638793,
0.00752753671258688,
0.03534465283155441,
-0.002187879290431738,
-0.001085624797269702,
0.005696776323020458,
0.0113908052444458,
0.009721183218061924,
-0.022277751937508583,
0.005443243309855461,
0.016961580142378807,
0.007175980135798454,
-0.01139676570892334,
-0.014893123880028725,
-0.030049500986933708,
0.021626556292176247,
-0.011307221837341785,
-0.014808354899287224,
0.002496490254998207,
-0.000787803903222084,
0.006370889022946358,
0.009458395652472973,
-0.008280285634100437,
0.005341296549886465,
0.005782505497336388,
0.019334711134433746,
-0.019985705614089966,
-0.011600270867347717,
-0.015499593690037727,
0.0074395230039954185,
0.007414206862449646,
-0.020734136924147606,
-0.014306974597275257,
0.004169408231973648,
-0.003531845286488533,
-0.017062725499272346,
-0.005143738351762295,
-0.0015201636124402285,
0.006088749039918184,
0.025733307003974915,
-0.023875821381807327,
-0.022999439388513565,
0.032519057393074036,
0.006582999601960182,
0.017971336841583252,
0.008947215043008327,
-0.010149011388421059,
-0.0006218152120709419,
0.008044242858886719,
-0.010111958719789982,
-0.019068727269768715,
0.008166884072124958,
-0.007370264269411564,
0.016647953540086746,
0.0015746960416436195,
0.00662630470469594,
0.02008051425218582,
0.005963804200291634,
0.014880678616464138,
0.00957864336669445,
-0.020673390477895737,
0.06695543229579926,
-0.010258987545967102,
0.0037313303910195827,
0.0015345867723226547,
-0.006243418902158737,
-0.0205240361392498,
-0.010770573280751705,
-0.003973604645580053,
-0.009597924537956715,
-0.002200697548687458,
0.005018164403736591,
0.01710786670446396,
-0.009287424385547638,
0.0078124674037098885,
-0.00370995094999671,
0.04196538031101227,
0.004065064713358879,
0.003176097059622407,
0.003957387059926987,
0.02098153531551361,
-0.03464965149760246,
-0.011644735001027584,
-0.0011481395922601223,
0.01645635813474655,
0.0048184203915297985,
0.022458335384726524,
0.02060442417860031,
0.04468756169080734,
0.003279975615441799,
-0.012180157005786896,
0.005608719773590565,
0.005552428774535656,
-0.0034864917397499084,
0.0052539752796292305,
-0.01937185972929001,
-0.014191844500601292,
0.0084464680403471,
-0.013094400987029076,
-0.010252976790070534,
-0.009372532367706299,
-0.014262144453823566,
-0.0019487382378429174,
-0.007670360617339611,
-0.01935173012316227,
-0.012979045510292053,
0.0053988173604011536,
0.009209329262375832,
-0.0055093299597501755,
0.008024293929338455,
-0.013108696788549423,
0.009240503422915936,
0.010095745325088501,
-0.005699745379388332,
-0.005064032040536404,
0.015569841489195824,
0.0010228664614260197,
0.007005517370998859,
0.008364727720618248,
-0.0007362151518464088,
0.006993969436734915,
-0.010282115079462528,
0.01019933633506298,
-0.0018919410649687052,
-0.00002682371996343136,
-0.01904306560754776,
-0.006107943598181009,
0.020252907648682594,
0.002863951027393341,
-0.009308272041380405,
-0.02866191416978836,
0.006261638831347227,
0.00439454335719347,
-0.013690970838069916,
-0.018679827451705933,
0.020496215671300888,
0.008916664868593216,
0.01695709303021431,
-0.0003403016016818583,
-0.007737454958260059,
0.023988662287592888,
0.0102066770195961,
0.009897437877953053,
0.008374640718102455,
-0.022342823445796967,
0.0015051057562232018,
0.03746454045176506,
-0.002833778504282236,
0.028863975778222084,
-0.020373273640871048,
-0.024547889828681946,
0.00714349839836359,
0.0047277226112782955,
-0.008696364238858223,
-0.003600665368139744,
-0.08169180899858475,
-0.007307300344109535,
-0.0027204565703868866,
0.008693617768585682,
0.006595023907721043,
0.014922995120286942,
-0.020675737410783768,
-0.004980714060366154,
-0.009749018587172031,
-0.0025527914986014366,
-0.007253688760101795,
-0.0017710700631141663,
-0.022837046533823013,
0.012154379859566689,
-0.003759854706004262,
-0.013230379670858383,
0.003533319104462862,
0.015618490986526012,
-0.002148320898413658,
-0.008646092377603054,
0.010791504755616188,
0.0364142544567585,
0.007818050682544708,
0.014990733005106449,
0.015661753714084625,
-0.002532985992729664,
0.01254840474575758,
-0.0037570190615952015,
-0.009008834138512611,
-0.007533542811870575,
0.003853706642985344,
0.008935991674661636,
-0.00934537872672081,
-0.0016551882727071643,
-0.003851957619190216,
-0.011435816064476967,
-0.014822348952293396,
-0.007556708995252848,
-0.010388539172708988,
-0.02428903430700302,
0.019253363832831383,
-0.0009794151410460472,
-0.00867889542132616,
0.0025344607420265675,
0.015305508859455585,
-0.0034014713019132614,
-0.00973978266119957,
0.008683969266712666,
0.007107115816324949,
-0.0002922080457210541,
-0.023422300815582275,
-0.0015461491420865059,
0.02209453098475933,
0.0010558825451880693,
-0.0029195852112025023,
0.02609936334192753,
-0.012546001933515072,
-0.016015339642763138,
-0.011375516653060913,
-0.020155712962150574,
0.007058823946863413,
-0.019353576004505157,
0.005017350893467665,
0.007684291340410709,
-0.019004300236701965,
-0.014934591948986053,
0.0037377902772277594,
0.013977104797959328,
-0.004231296479701996,
0.0042034294456243515,
-0.00442492077127099,
-0.014418475329875946,
0.01130308210849762,
0.0003714494523592293,
0.0010963608510792255,
-0.01767188310623169,
-0.012964196503162384,
-0.0010604864219203591,
0.008334695361554623,
-0.00866692140698433,
-0.006739182397723198,
0.001666598254814744,
0.015803560614585876,
-0.006650247611105442,
0.014831701293587685,
-0.01143126841634512,
0.004248758312314749,
-0.034138381481170654,
0.007287299260497093,
-0.005341776181012392,
0.015657668933272362,
-0.007992584258317947,
0.026568392291665077,
0.0038916808553040028,
-0.0029079478699713945,
-0.015641547739505768,
-0.02702094241976738,
-0.0016144202090799809,
-0.001447177492082119,
0.010182274505496025,
0.013564769178628922,
-0.010859168134629726,
0.020965255796909332,
-0.006440102122724056,
-0.0353875458240509,
0.002068025292828679,
-0.010471254587173462,
0.01173393614590168,
-0.011277100071310997,
-0.016448961570858955,
-0.04039270803332329,
0.0019871387630701065,
-0.007715931627899408,
-0.0030935821123421192,
0.010270264931023121,
0.021442139521241188,
0.004697429481893778,
0.008381218649446964,
0.07235592603683472,
0.010162491351366043,
0.014701389707624912,
0.0017693135887384415,
-0.008604547940194607,
-0.016803711652755737,
0.022988036274909973,
-0.005875736474990845,
0.02661188319325447,
-0.012250327505171299,
0.01172693818807602,
0.010156618431210518,
0.0049506910145282745,
-0.0036207661032676697,
-0.004710361361503601,
-0.00031151273287832737,
0.003570058848708868,
0.019320471212267876,
0.011542492546141148,
-0.008093965239822865,
0.002308690221980214,
-0.002771929372102022,
-0.0051176887936890125,
0.01399979181587696,
-0.00023069558665156364,
0.011729005724191666,
0.017151959240436554,
-0.012166401371359825,
0.005400249734520912,
0.005555460229516029,
0.01980946771800518,
-0.006067759823054075,
0.00003413180820643902,
-0.006120482925325632,
-0.023999372497200966,
-0.039246559143066406,
0.03745419532060623,
-0.0002908820752054453,
-0.001596658956259489,
0.009256197139620781,
-0.015773285180330276,
-0.013977068476378918,
0.005058909300714731,
0.006516330875456333,
-0.004341856576502323,
0.0005443207919597626,
-0.02687126025557518,
-0.005676532629877329,
0.0009165441151708364,
0.006461624056100845,
0.017767861485481262,
-0.0047538504004478455,
0.009691853076219559,
0.021278083324432373,
-0.010888250544667244,
0.011269539594650269,
0.0066400086507201195,
-0.0004381556063890457,
0.027904560789465904,
0.02269987016916275,
-0.007089501246809959,
-0.02137279510498047,
-0.029429402202367783,
-0.013401692733168602,
0.011173110455274582,
-0.006234017666429281,
-0.016416044905781746,
-0.010387793183326721,
-0.014673246070742607,
0.012250442989170551,
-0.01990964077413082,
-0.009617123752832413,
-0.012585338205099106,
0.038867078721523285,
0.007386463228613138,
-0.014696139842271805,
-0.01582568883895874,
-0.0020693729165941477,
-0.044651247560977936,
0.007925571873784065,
0.011249210685491562,
-0.0025176543276757,
0.02049369178712368,
-0.009451055899262428,
0.005950334947556257,
0.025110037997364998,
-0.031050842255353928,
-0.07447005808353424,
0.003191046416759491,
0.007641463540494442,
-0.010114304721355438,
-0.007743170019239187,
-0.019369211047887802,
-0.000218262430280447,
-0.01611652784049511,
-0.014426352456212044,
-0.0045361602678895,
0.008982496336102486,
0.008349823765456676,
-0.011708147823810577,
-0.007290383335202932,
0.012438973411917686,
-0.01624339446425438,
-0.021270204335451126,
-0.006491425447165966,
0.003998503088951111,
0.023154117166996002,
-0.05109018832445145,
0.010611459612846375,
-0.022290825843811035,
0.01673496887087822,
-0.0031333407387137413,
-0.08120977878570557,
0.0013155767228454351,
-0.010524303652346134,
-0.0039590150117874146,
-0.0023043323308229446,
0.020526805892586708,
-0.016353579238057137,
-0.01000105682760477,
0.011887025088071823,
-0.016192680224776268,
-0.008990190923213959,
-0.008749183267354965,
-0.026543181389570236,
0.029609590768814087,
0.005413623061031103,
-0.007702891249209642,
-0.004028591327369213,
0.012172872200608253,
-0.012912856414914131,
-0.01644710823893547,
-0.001057447399944067,
-0.008535564877092838,
-0.008274579420685768,
-0.023277077823877335,
-0.009978446178138256,
-0.013977661728858948,
-0.0097510302439332,
0.003898325841873884,
-0.0021487532649189234,
-0.002679335419088602,
0.00150164938531816,
0.012286411598324776,
0.010816970840096474,
0.011289993301033974,
0.007211360149085522,
-0.01140277273952961,
-0.012922300025820732,
0.007249199785292149,
0.033851612359285355,
0.001684362068772316,
-0.012581681832671165,
0.00381773104891181,
-0.0003443444147706032,
0.020852841436862946,
0.0348568856716156,
-0.011175178922712803,
0.00253538740798831,
-0.01394529826939106,
0.017162151634693146,
0.011731451377272606,
0.01041168812662363,
0.02258085459470749,
0.026530377566814423,
0.004850179888308048,
-0.0005486626178026199,
0.006432001944631338,
-0.011791693978011608,
0.006941304542124271,
-0.00386023405008018,
0.01961330510675907,
-0.014151403680443764,
-0.004076323006302118,
-0.043201737105846405,
0.0720171108841896,
-0.03229593485593796,
0.009438639506697655,
0.009552663192152977,
-0.004331811796873808,
-0.0035210372880101204,
-0.02574332244694233,
-0.022905269637703896,
0.036777205765247345,
-0.01741136610507965,
0.009053090587258339,
-0.01308140717446804,
0.018397999927401543,
0.002206150908023119,
0.014208337292075157,
0.0015691760927438736,
-0.043167054653167725,
0.012883218936622143,
0.005022319965064526,
0.03648129850625992,
0.006440421566367149,
-0.00813988409936428,
-0.019920581951737404,
-0.003942514769732952,
0.011290534399449825,
-0.004315599799156189,
-0.010372167453169823,
-0.014298208057880402,
0.004547247663140297,
-0.035013727843761444,
-0.012068746611475945,
0.018600957468152046,
0.005162181332707405,
0.02669495902955532,
0.03692898526787758,
-0.007340247742831707,
0.01081044226884842,
-0.006567692384123802,
0.004459152929484844,
0.014701425097882748,
-0.007922803983092308,
-0.004965704865753651,
0.006820159964263439,
0.026409083977341652,
0.009115482680499554,
-0.0017194130923599005,
0.020534612238407135,
0.014196541160345078,
0.0036205456126481295,
0.015016968362033367,
0.02518932893872261,
0.007983548566699028,
0.003025213023647666,
0.0013682261342182755,
-0.01651071198284626,
-0.00591982901096344,
0.0024911286309361458,
0.015958398580551147,
0.004416217561811209,
-0.014356582425534725,
-0.004813648760318756,
-0.011119451373815536,
-0.018432583659887314,
0.002840486355125904,
-0.008095910772681236,
-0.01838812232017517,
-0.015185685828328133,
-0.011652722954750061,
-0.010570392943918705,
0.01532394252717495,
0.01914568804204464,
-0.000648439978249371,
0.0027652443386614323,
-0.0321618914604187,
-0.01651480421423912,
-0.01695331186056137,
-0.001624222844839096,
0.008790734224021435,
0.017584264278411865,
-0.00289254542440176,
-0.014048248529434204,
0.018981540575623512,
-0.023458655923604965,
0.00887630321085453,
0.005152557510882616,
0.005327451042830944,
0.036446668207645416,
0.046375542879104614,
-0.02229599840939045,
0.00922414381057024,
0.013059142976999283,
0.0033303932286798954,
0.013233532197773457,
0.023027820512652397,
0.007023804821074009,
0.03457183763384819,
-0.0026201424188911915,
0.0033420217223465443,
-0.0008960193954408169,
0.010005422867834568,
0.011427454650402069,
0.0075198812410235405,
-0.0052924929186701775,
0.011878546327352524,
-0.005903572775423527,
0.0027877683751285076,
-0.017412476241588593,
-0.02998344972729683,
-0.009434811770915985,
-0.02078089863061905,
-0.016547715291380882,
-0.01968921348452568,
-0.01695660874247551,
-0.008546730503439903,
0.010526599362492561,
-0.01573238894343376,
0.0016196304932236671,
0.01984453573822975,
-0.002657775767147541,
-0.007642354816198349,
-0.009240195155143738,
-0.006931670941412449,
0.010433835908770561,
0.019397582858800888,
-0.0007173654157668352,
-0.012652771547436714,
-0.010384982451796532,
0.013851556926965714,
0.010512873530387878,
0.015267591923475266,
0.004680316895246506,
-0.026812909170985222,
0.0037454795092344284,
0.004003515932708979,
0.001809560926631093,
-0.008243064396083355,
-0.014645695686340332,
-0.010595826432108879,
-0.0035782204940915108,
0.01752852089703083,
0.023158801719546318,
-0.005250107496976852,
-0.006368590518832207,
-0.019621577113866806,
0.007384986616671085,
0.011083608493208885,
0.011802862398326397,
0.006419583689421415,
0.011711187660694122,
0.005124676041305065,
0.02489832416176796,
0.00258127273991704,
0.0061191595159471035,
-0.005189648363739252,
0.0029437618795782328,
0.013520095497369766,
0.015258710831403732,
0.011213425546884537,
-0.04510418325662613,
0.0013680963311344385,
0.01085037924349308,
0.005450892262160778,
0.00040165195241570473,
-0.005807266104966402,
0.016193026676774025,
-0.02606283687055111,
-0.03297082334756851,
-0.0017477383371442556,
0.012142961844801903,
0.012379314750432968,
0.006658349186182022,
-0.004226431716233492,
-0.008532592095434666,
-0.017150919884443283,
0.02933279238641262,
-0.011206474155187607,
-0.01872047781944275,
0.009190503507852554,
-0.025994064286351204,
-0.009822131134569645,
0.0013894927687942982,
-0.00023102760314941406,
-0.019638195633888245,
-0.012088586576282978,
-0.02462298423051834,
-0.014714518561959267,
0.000517204578500241,
-0.024636898189783096,
0.03933670371770859,
0.032704807817935944,
0.0021430477499961853,
-0.003094804473221302,
-0.02223772369325161,
0.00077605783008039,
-0.006031850818544626,
-0.023342713713645935,
0.004131400026381016,
-0.01613616570830345,
0.015277246944606304,
0.00015315692871809006,
0.03591229021549225,
0.004457075148820877
] | [
0.4886362552642822,
0.06527479737997055,
0.16662371158599854,
0.5864943265914917,
0.038368117064237595,
0.03391933813691139,
0.13480159640312195,
-0.06568606942892075,
-0.19142842292785645,
-0.5794984698295593,
-0.03008844703435898,
0.5521805882453918,
0.08129891008138657,
-0.2573542296886444,
-0.12325774133205414,
0.2080467939376831,
0.2998356819152832,
0.40012264251708984,
0.05273497849702835,
-0.3412104547023773,
-0.846948504447937,
-0.0408254973590374,
0.2924450635910034,
-0.23460586369037628,
0.15146614611148834,
0.22652491927146912,
0.12060076743364334,
0.14679870009422302,
-0.825505256652832,
-0.1718560755252838,
-0.19040702283382416,
0.3253522217273712,
-0.17286217212677002,
-0.3017060160636902,
0.05887121707201004,
-0.08367590606212616,
-0.04707795009016991,
-0.2997550368309021,
0.06393836438655853,
-0.31237146258354187,
0.22070208191871643,
0.2850194573402405,
0.12291667610406876,
0.360176146030426,
-0.40139448642730713,
-0.4794522821903229,
-1.4284955263137817,
0.029297970235347748,
-0.31902119517326355,
-0.14637458324432373,
0.030858701094985008,
0.7284889221191406,
-0.422191321849823,
0.7549735307693481,
-0.06734243780374527,
0.7036024332046509,
-0.3323475420475006,
-0.03853442519903183,
-0.13435177505016327,
-0.3677053153514862,
0.09390365332365036,
-0.13727793097496033,
-0.054073743522167206,
0.3429962396621704,
-0.11329114437103271,
0.20566241443157196,
0.2646438479423523,
0.20089231431484222,
-0.11737298220396042,
-0.34331148862838745,
0.49777910113334656,
-0.4276329576969147,
-0.35239940881729126,
-0.0811222493648529,
-0.14589346945285797,
0.298942893743515,
0.012280374765396118,
-0.09330429881811142,
-0.031483858823776245,
-0.16185198724269867,
-0.16399358212947845,
0.25656673312187195,
0.4129156768321991,
-0.11418189853429794,
0.695456326007843,
0.003906265366822481,
0.16630765795707703,
0.6518098711967468,
0.11635597050189972,
0.4601893424987793,
0.2411346137523651,
-0.27408552169799805,
0.342900812625885,
0.4635436236858368,
0.14208567142486572,
-0.03555285930633545,
0.34032920002937317,
-0.03274401277303696,
0.14710722863674164,
-0.1824120581150055,
0.01369148213416338,
-0.3578219413757324,
0.27916958928108215,
-0.2974240481853485,
0.20466051995754242,
-0.3952098488807678,
-0.10947073251008987,
-0.5806917548179626,
0.1272769570350647,
0.29179880023002625,
-0.2358870655298233,
0.33608201146125793,
0.09419328719377518,
0.2996726930141449,
0.0017215635161846876,
-0.444642573595047,
0.10998646914958954,
0.15045051276683807,
-0.3688337504863739,
0.2464754730463028,
0.47162652015686035,
0.851096510887146,
0.32691508531570435,
0.11846806854009628,
0.2503954768180847,
-0.09176526963710785,
0.7393698692321777,
0.7705695033073425,
-0.26424673199653625,
0.24386195838451385,
0.5093963146209717,
0.5689360499382019,
-0.41645383834838867,
-0.11897702515125275,
-0.3951546847820282,
-0.4059430956840515,
-0.15119440853595734,
-0.12228412181138992,
0.2588534951210022,
-0.3619947135448456,
-0.6040825247764587,
-0.471844345331192,
-0.16582971811294556,
-0.3433273434638977,
-0.04354972764849663,
-0.06592939794063568,
-0.26438596844673157,
-0.20821227133274078,
-0.17293711006641388,
0.04811186343431473,
0.05072571337223053,
-0.10780718177556992,
-0.15866172313690186,
0.1509907841682434,
-0.24294130504131317,
0.45298144221305847,
0.08566610515117645,
-0.09856119751930237,
-0.4433649182319641,
0.2754945158958435,
0.3147873878479004,
0.1343364715576172,
-0.6482860445976257,
-0.13534241914749146,
-0.48708897829055786,
0.10414046049118042,
-0.14154644310474396,
0.6904571652412415,
0.2697597146034241,
-0.3015899956226349,
-0.053111493587493896,
0.24279174208641052,
0.02749810554087162,
-0.2889036536216736,
0.09439734369516373,
0.33631816506385803,
0.20429670810699463,
0.4266281723976135,
0.2837354242801666,
0.18565250933170319,
-0.7541917562484741,
0.32799336314201355,
0.03778001666069031,
-0.6493216156959534,
0.46099165081977844,
-0.17387084662914276,
0.317012757062912,
-0.07566416263580322,
-0.28759056329727173,
-0.2891228199005127,
-0.48504164814949036,
-0.3543968200683594,
0.07684573531150818,
-0.7512820363044739,
0.68048495054245,
0.0476120188832283,
-0.11445072293281555,
1.0837610960006714,
0.1362132430076599,
-0.1958266943693161,
-0.12264978140592575,
0.24488480389118195,
0.25918951630592346,
-0.46353501081466675,
-0.6995354294776917,
0.14996398985385895,
0.3852916955947876,
0.3410652279853821,
-0.3340061604976654,
-0.13512328267097473,
0.7806359529495239,
-0.3989090919494629,
-0.26573532819747925,
-0.39079749584198,
0.13569223880767822,
0.4380936920642853,
-0.13762515783309937,
0.18220339715480804,
-0.18948152661323547,
-0.12054510414600372,
0.5467478036880493,
-0.17072266340255737,
0.3581188917160034,
0.5533686280250549,
0.33590924739837646,
1.1574113368988037,
0.3290863335132599,
-0.06260054558515549,
0.3184412717819214,
-0.7184134125709534,
0.302806556224823,
-0.045232146978378296,
-0.04227859154343605,
-0.6691588759422302,
-0.01815946027636528,
-0.1435888558626175,
0.038858313113451004,
-0.4214938282966614,
-0.12874017655849457,
0.04581991210579872,
-0.054813507944345474,
-0.1776660531759262,
0.04570034518837929,
0.13905857503414154,
0.26514512300491333,
-0.18634632229804993,
-0.5856106281280518,
0.019538624212145805,
-0.19792968034744263,
-0.3576010763645172,
0.0632975772023201,
0.2422323226928711,
0.07384257763624191,
-0.003674374194815755,
0.37854424118995667,
-0.08631874620914459,
-0.2988037168979645,
-0.03844064846634865,
0.35242030024528503,
-0.1817074865102768,
0.1430998295545578,
0.23074249923229218,
0.06329894065856934,
-0.057641010731458664,
-0.13567481935024261,
-0.038922589272260666,
-0.7446183562278748,
-0.3604336380958557,
0.4072205722332001,
0.8042874932289124,
0.31226545572280884,
0.01588835008442402,
-0.7873485684394836,
0.227317214012146,
0.16117888689041138,
-0.28931674361228943,
0.48701032996177673,
0.3340873122215271,
-0.5275953412055969,
-0.7389241456985474,
-0.4348311424255371,
0.38879477977752686,
0.47658801078796387,
-0.5326907634735107,
-0.10368543118238449,
-0.5067211985588074,
0.002625603461638093,
-0.11929680407047272,
-0.4741791784763336,
-0.12883320450782776,
-0.11294405907392502,
0.4854089319705963,
-0.10244806855916977,
-0.10924345254898071,
1.08965003490448,
0.4341505169868469,
-0.3186189830303192,
0.48933008313179016,
0.6652843952178955,
-0.2641293704509735,
0.03324092552065849,
-0.10628168284893036,
-0.17885135114192963,
-0.312834769487381,
0.29472780227661133,
-0.6896761059761047,
-0.37984952330589294,
-0.1337553858757019,
-6.283275127410889,
0.07293237000703812,
-0.5539143085479736,
-0.2608944773674011,
-0.24754633009433746,
0.10577501356601715,
0.7565130591392517,
-0.2528790831565857,
0.26566416025161743,
0.1143374890089035,
0.11016618460416794,
0.19423994421958923,
0.2668493390083313,
0.2956836223602295,
0.1323859691619873,
0.315584659576416,
0.41428717970848083,
0.4196508824825287,
-0.18071918189525604,
-0.18617670238018036,
0.047395970672369,
-0.3560807704925537,
-0.18090085685253143,
0.7749349474906921,
-0.07551880925893784,
-0.09566731005907059,
-0.6229285001754761,
0.013610039837658405,
0.01128531526774168,
-0.022174173966050148,
0.14800842106342316,
-0.06542624533176422,
-0.0023429375141859055,
-0.062455177307128906,
0.35079631209373474,
-0.2590983211994171,
0.3119332790374756,
-0.22408777475357056,
-0.1531471163034439,
-0.2805916965007782,
0.07692696899175644,
0.819221019744873,
0.009937165305018425,
-0.08025173842906952,
0.4919436573982239,
-0.1237776055932045,
-0.056795161217451096,
-0.0841480940580368,
-0.19904719293117523,
0.348847359418869,
0.4486393332481384,
-0.1453324407339096,
0.09619265049695969,
0.2393551617860794,
-0.05326153710484505,
-0.3377520442008972,
0.12396212667226791,
-0.16386909782886505,
-0.2002444714307785,
0.10532306134700775,
0.1167115718126297,
-0.2712104022502899,
0.1665855497121811,
-0.23292215168476105,
-0.3631196618080139,
0.14981640875339508,
-0.512403130531311,
-0.6411319971084595,
0.0869963988661766,
0.22630031406879425,
-0.6536495685577393,
0.3111414909362793,
-0.06978122144937515,
-0.19250987470149994,
0.5322284698486328,
-0.10635001957416534,
0.21842747926712036,
0.5045371651649475,
0.21617557108402252,
0.1398295760154724,
0.1891671121120453,
-0.47423291206359863,
-0.08815733343362808,
-0.2576901614665985,
0.1970134824514389,
-0.30899348855018616,
-0.10276921838521957,
0.14812245965003967,
-0.38624417781829834,
0.09842631220817566,
0.4912153482437134,
-0.24741621315479279,
0.1656419187784195,
0.24393224716186523,
0.07463699579238892,
0.334059476852417,
0.22115200757980347,
-0.1741129755973816,
-0.10551465302705765,
-0.188555046916008,
0.2505514621734619,
0.002340189879760146,
-0.1192360445857048,
-0.818936824798584,
-0.1824156641960144,
0.17927975952625275,
-0.16384194791316986,
0.16847272217273712,
0.48299938440322876,
-0.7329954504966736,
-0.22371606528759003,
0.07290993630886078,
-0.46588659286499023,
0.013029148802161217,
0.4335421919822693,
-0.08817976713180542,
0.2683573365211487,
0.39772215485572815,
0.18719708919525146,
-0.22810839116573334,
0.29304981231689453,
0.3401443064212799,
-0.05032474920153618,
-0.31316640973091125,
-0.31090906262397766,
-0.43908587098121643,
0.18682847917079926,
0.46568408608436584,
0.062154315412044525,
0.02937871590256691,
0.5827658176422119,
0.13040202856063843,
-0.13275271654129028,
0.07770819216966629,
0.24069733917713165,
-0.14004844427108765,
-0.10793714970350266,
-0.28423044085502625,
-0.10767404735088348,
-0.5367857813835144,
0.275074303150177,
-0.32834020256996155,
0.12647323310375214,
-0.06630189716815948,
0.3540864884853363,
-0.24095672369003296,
-0.21605297923088074,
-0.16323046386241913,
-0.20334641635417938,
0.0701625719666481,
-0.29202282428741455,
-0.28368332982063293,
0.36284199357032776,
-0.13696923851966858,
0.051110874861478806,
-0.1262018084526062,
0.5021153688430786,
-0.3365325629711151,
0.3671170175075531,
-0.4737847149372101,
0.4857698380947113,
0.25716328620910645,
-1.3432191610336304,
0.0648282915353775,
0.11023657768964767,
-0.23136012256145477,
-0.5996586084365845,
-0.09797723591327667,
0.057379111647605896,
0.7370176911354065,
0.12813372910022736,
-0.43467438220977783,
-0.3197195529937744,
-0.15674826502799988,
0.07389746606349945,
-0.3768009841442108,
0.021547215059399605,
0.10238047689199448,
-0.10188783705234528,
-0.6149049997329712,
0.05969230458140373,
-0.4253384470939636,
-0.2826838493347168,
-0.049026891589164734,
0.30601757764816284,
-0.10947325080633163,
0.5146186947822571,
-0.028614215552806854,
-0.5187357664108276,
-0.2994464933872223,
0.10877300053834915,
0.5162065625190735,
0.3937264680862427,
-0.07405920326709747,
-0.03673866018652916,
-0.1478463113307953,
0.3333517014980316,
0.4302075207233429,
-0.2498123198747635,
0.17742891609668732,
0.047203999012708664,
-0.17404872179031372,
-0.6152750253677368,
-0.25069066882133484,
0.15285901725292206,
-0.16940240561962128,
-0.2562626302242279,
0.38161489367485046,
-0.15339168906211853,
-0.1497720181941986,
-0.531524121761322,
-0.15898513793945312,
0.01768341101706028,
0.3264114260673523,
-0.08970113843679428,
-0.12822674214839935,
0.024093931540846825,
-0.1749841421842575,
-0.37856265902519226,
0.3253079354763031,
0.49013087153434753,
-0.01851690001785755,
-0.7525162100791931,
-0.03746514022350311,
-0.16382747888565063,
0.1213916465640068,
0.3263511657714844,
-0.6492847204208374,
-0.2522445023059845,
0.3265503942966461,
-0.4094710648059845,
-0.28471916913986206,
0.4266299605369568,
0.4506300985813141,
0.21384115517139435,
0.2800421714782715,
-0.32560214400291443,
0.39806392788887024,
-0.0755828469991684,
-0.036963775753974915,
-0.3112226128578186,
0.0528094656765461,
0.20234914124011993,
-0.387082040309906,
-0.24146245419979095,
0.3257061839103699,
0.10980601608753204,
-0.30328717827796936,
-0.7146958112716675,
0.5695549249649048,
0.29492297768592834,
-0.16874071955680847,
-0.06514652818441391,
0.24586467444896698,
0.08690857142210007,
0.07719696313142776,
-0.19532278180122375,
0.03597233071923256,
-0.09193772822618484,
0.5244308114051819,
0.07520312815904617,
-0.49201318621635437,
-0.6776295304298401,
-0.4709189236164093,
0.7086840867996216,
0.26771417260169983,
-0.10619297623634338,
-0.4491870701313019,
-0.18613268435001373,
-0.39415088295936584,
0.20404495298862457,
0.36619120836257935,
0.26354512572288513,
0.6631145477294922,
0.22711162269115448,
-0.1232835128903389,
-0.09656955301761627,
0.05580892041325569,
-0.5130829215049744,
-0.03598605841398239,
-0.0037595818284898996,
-0.4513438045978546,
-0.2364087998867035,
-0.30332061648368835,
0.2445475310087204,
-0.14284183084964752,
0.2090791016817093,
-0.06760065257549286,
-0.036156173795461655,
-0.12559418380260468,
-0.30080679059028625,
0.24507571756839752,
-0.5161119699478149,
-0.10344371199607849,
0.09866669774055481,
0.022615037858486176,
0.689052939414978,
0.0896877869963646,
-0.07003674656152725,
-0.22948168218135834,
-0.03353392705321312,
0.3293895423412323,
0.3327329158782959,
-0.6928333640098572,
0.14081332087516785,
0.3188689351081848,
-0.0952315703034401,
0.11738160997629166,
-0.3275768458843231,
0.3043360710144043,
0.19887197017669678,
-0.23474809527397156,
0.24833862483501434,
0.4246353805065155,
-0.18374228477478027,
-0.1649629920721054,
0.2667466402053833,
-0.13724854588508606,
0.23493602871894836,
0.33833515644073486,
-0.0024904271122068167,
0.10645364224910736,
0.7548335194587708,
-0.07299629598855972,
-0.32812440395355225,
0.39654815196990967,
-0.22594894468784332,
0.21260030567646027,
0.2744826078414917,
0.05253219231963158,
0.5708252191543579,
0.7773593068122864,
0.11882805079221725,
0.1744828075170517,
0.18998178839683533,
0.14919865131378174,
-0.1428416222333908,
-0.598217248916626,
-0.22595812380313873,
0.29123345017433167,
0.84775310754776,
-0.23094391822814941,
-0.0294785276055336,
0.03528692200779915,
-0.04862446337938309,
0.2171654999256134,
0.3773091733455658,
0.08006679266691208,
-0.6120360493659973,
0.04748577997088432,
0.08361063152551651,
0.15032747387886047,
0.02101626805961132,
0.016352100297808647,
0.24372702836990356,
-0.4780644178390503,
0.23569850623607635,
0.1844312846660614,
-0.2960260212421417,
0.16297948360443115,
0.3108460605144501,
0.6962698101997375,
0.23973488807678223,
-0.41217300295829773,
-0.07503632456064224,
-0.34299758076667786,
0.8784769177436829,
0.3108934760093689,
0.10508918762207031,
0.013171140104532242,
-0.5090155601501465,
0.3786082863807678,
-0.5403169393539429,
0.6565967798233032,
-0.0431879423558712,
-0.44086408615112305,
0.4363124668598175,
0.09103930741548538,
0.11396779865026474,
0.7250940203666687,
0.17482271790504456,
0.13470381498336792,
-0.2346378117799759,
-0.19520476460456848,
-0.11691207438707352,
0.14551469683647156,
-0.24540792405605316,
-0.19932536780834198,
0.03976581245660782,
-0.3812328279018402,
-0.028642557561397552,
-0.4845159351825714,
-0.4019050896167755,
0.6433614492416382,
0.3414904773235321,
-0.452458918094635,
-0.3041013181209564,
0.7755743265151978,
-0.058152757585048676,
0.33241161704063416,
-0.14082837104797363,
0.09239107370376587,
-0.023054787889122963,
0.2617953419685364,
-0.4735252559185028,
0.2718590795993805,
-0.5558912754058838,
-0.12731154263019562,
-0.7312350869178772,
-0.10495110601186752,
0.6097443103790283,
0.1556398719549179,
-0.27726271748542786,
-0.5389585494995117,
0.32325515151023865,
-0.3048155605792999,
0.2916734218597412,
-0.2841106355190277,
0.17311197519302368,
-0.6155901551246643,
0.059474967420101166,
-0.45212653279304504,
0.5069904327392578,
0.07371468096971512,
0.26579388976097107,
-0.30235055088996887,
0.009736060164868832,
0.010752512142062187,
-0.5849756598472595,
0.25607624650001526,
-0.227079376578331,
-0.1375751495361328,
-0.37619608640670776,
0.28244486451148987,
-0.18792226910591125,
-0.1156623512506485,
-0.03384796157479286,
0.43564513325691223,
0.6789856553077698,
-0.5091615319252014,
-0.22451570630073547,
-0.0888596624135971,
0.05940757319331169,
0.1459118276834488,
0.05893474444746971,
0.32978570461273193,
-0.1668011099100113,
-0.007468370720744133,
-0.7573792338371277,
0.6962244510650635,
-0.3496741056442261,
-0.26562967896461487,
-0.0003372871724423021,
0.34894582629203796,
-0.15350663661956787,
-0.18142463266849518,
-0.46709179878234863,
-0.33927762508392334,
-0.16621281206607819,
-0.47391268610954285
] |
A problem that often has to be solved by compilers for functional languages targeting the Java Virtual Machine is the elimination of tail calls. This paper explains how we solved it in our Funnel compiler and presents some experimental results about the impact our technique has on both performance and size of the compiled programs. | [
0.01128317043185234,
0.008844508789479733,
-0.006770876701921225,
0.013063300400972366,
-0.02311019040644169,
-0.0007174322381615639,
0.01086319237947464,
0.03546127676963806,
-0.02005714923143387,
-0.02517099864780903,
-0.020365875214338303,
0.02056129276752472,
-0.00585534144192934,
0.026552006602287292,
-0.022479930892586708,
0.03186032176017761,
-0.006200752686709166,
0.006676106713712215,
0.015351751819252968,
-0.0029318598099052906,
0.03166726231575012,
0.02379498817026615,
0.012751149013638496,
0.000350303016602993,
-0.00625006016343832,
0.030651666224002838,
-0.011739629320800304,
0.013961429707705975,
0.020765410736203194,
0.018750686198472977,
-0.0016163969412446022,
0.02182910405099392,
0.04397265613079071,
0.04291572421789169,
0.011174850165843964,
0.03303475305438042,
-0.0031131538562476635,
0.024321014061570168,
-0.0036798324435949326,
-0.0070867156609892845,
-0.022127149626612663,
0.0013846249785274267,
0.011597702279686928,
-0.022238649427890778,
-0.006209147162735462,
-0.0008054091595113277,
-0.0002882106928154826,
0.030801326036453247,
-0.0029157549142837524,
0.006457926705479622,
-0.012327317148447037,
-0.0068396711722016335,
-0.0066555701196193695,
0.06256386637687683,
-0.007711580954492092,
-0.01184230949729681,
0.01913914829492569,
-0.04201922193169594,
0.0077528515830636024,
-0.020847398787736893,
-0.013301870785653591,
0.026682525873184204,
0.002213329542428255,
0.013007585890591145,
0.013379547744989395,
-0.066678486764431,
-0.021451881155371666,
0.01755882054567337,
-0.0076096621342003345,
-0.0011194857070222497,
-0.011601137928664684,
0.013264883309602737,
-0.03881062567234039,
0.0039456188678741455,
-0.003040599636733532,
0.039273060858249664,
-0.007144533097743988,
-0.02709464356303215,
-0.0048592486418783665,
0.005339524243026972,
0.009378982707858086,
0.0025424915365874767,
0.0028086770325899124,
-0.000036678859032690525,
-0.01570383459329605,
-0.012318938039243221,
-0.00874851644039154,
0.006909571588039398,
-0.005454979836940765,
-0.005999065935611725,
-0.015265891328454018,
-0.011305068619549274,
-0.000044504646211862564,
0.05098014324903488,
0.020370149984955788,
0.003974058665335178,
0.015202164649963379,
-0.013573337346315384,
0.016309212893247604,
0.0027866363525390625,
-0.0008658040314912796,
0.005100315436720848,
0.023630278185009956,
-0.014090429991483688,
-0.0062966300174593925,
0.015375228598713875,
0.012275455519557,
0.020595647394657135,
0.021249886602163315,
0.012892531231045723,
0.0005557010881602764,
0.0059057422913610935,
-0.0172787606716156,
0.028656383976340294,
0.017815474420785904,
-0.0002260832116007805,
-0.005744705442339182,
-0.009446172043681145,
0.007488315459340811,
0.00861893966794014,
0.012022696435451508,
-0.026355843991041183,
0.0034638287033885717,
0.000999561045318842,
0.015559476800262928,
0.013115247711539268,
0.005342874675989151,
0.0009315656498074532,
-0.012222599238157272,
0.005893135443329811,
-0.011096745729446411,
0.0014688139781355858,
0.019002169370651245,
-0.013138389214873314,
0.024713609367609024,
0.005742374341934919,
0.003015256952494383,
-0.012557420879602432,
0.01182530913501978,
0.010421250015497208,
-0.0022698012180626392,
0.011605579406023026,
-0.010227723978459835,
0.017746737226843834,
0.016265297308564186,
-0.002141775796189904,
-0.004008641466498375,
0.012007982470095158,
-0.0031580086797475815,
0.01137937605381012,
-0.004909751005470753,
-0.00978684052824974,
0.004413228016346693,
-0.00790258590131998,
0.0023906519636511803,
-0.002657200675457716,
0.0023480597883462906,
0.0025645666755735874,
-0.016793936491012573,
-0.01942220702767372,
-0.02085348591208458,
-0.043602701276540756,
0.023418711498379707,
0.011961350217461586,
0.005049250088632107,
0.008187681436538696,
-0.005403130315244198,
-0.024274209514260292,
-0.01726209744811058,
0.0024790819734334946,
0.0023247706703841686,
0.03819999098777771,
0.028605321422219276,
0.005658286157995462,
-0.0036225011572241783,
-0.0038359309546649456,
0.00878927018493414,
0.009764071553945541,
-0.019306618720293045,
0.06659622490406036,
0.005728623829782009,
0.011926256120204926,
-0.012410826981067657,
0.022526610642671585,
0.023853057995438576,
-0.038182053714990616,
0.023208478465676308,
-0.017843086272478104,
-0.0013819877058267593,
-0.015550823882222176,
0.010965042747557163,
-0.03318754583597183,
0.019459417089819908,
-0.010782863013446331,
0.0041806926019489765,
0.005427672062069178,
0.033265091478824615,
0.0008199851727113128,
-0.012015179730951786,
0.0022275601513683796,
-0.030082564800977707,
0.03653896227478981,
-0.00659227604046464,
-0.025444546714425087,
-0.014290151186287403,
0.024043573066592216,
0.039158884435892105,
0.010604104027152061,
0.034870922565460205,
0.022325260564684868,
0.017287369817495346,
0.024065066128969193,
-0.007993924431502819,
-0.028420787304639816,
-0.0001886412501335144,
0.02658153884112835,
-0.007606192491948605,
0.0020225062035024166,
0.013794544152915478,
-0.018512070178985596,
-0.0031728260219097137,
-0.008846161887049675,
0.03409174829721451,
0.020780662074685097,
-0.025259505957365036,
-0.03859423100948334,
-0.029855038970708847,
0.015379376709461212,
-0.019647706300020218,
-0.02143934741616249,
0.014079849235713482,
-0.030809523537755013,
-0.012013120576739311,
0.015301721170544624,
-0.046944133937358856,
0.009218430146574974,
0.014022484421730042,
-0.005460144020617008,
0.016301359981298447,
-0.02195604331791401,
0.0075875320471823215,
-0.009379524737596512,
-0.009635941125452518,
-0.05404464155435562,
-0.007988794706761837,
-0.012171831913292408,
0.02292041853070259,
-0.022015079855918884,
0.005377301946282387,
-0.016270680353045464,
0.0010414781281724572,
0.012847372330725193,
-0.020266007632017136,
-0.008665360510349274,
0.04154140502214432,
-0.011886496096849442,
-0.016892030835151672,
0.043460533022880554,
0.023677915334701538,
0.021365908905863762,
-0.006132668349891901,
-0.0013466618256643414,
0.000796235166490078,
0.019044630229473114,
0.04106641560792923,
0.024009451270103455,
0.029876844957470894,
0.012223364785313606,
0.03971336781978607,
-0.028790784999728203,
0.0035459203645586967,
-0.009731251746416092,
-0.0051926071755588055,
-0.08075254410505295,
-0.017854660749435425,
-0.009905264712870121,
-0.026378672569990158,
0.008382601663470268,
0.013982368633151054,
0.013472158461809158,
0.015672016888856888,
-0.016416599974036217,
0.008344778791069984,
-0.028821658343076706,
0.006556842941790819,
-0.0034791119396686554,
-0.039401695132255554,
0.010845351964235306,
-0.007862262427806854,
0.011309180408716202,
0.006112230941653252,
-0.044852785766124725,
0.04555267095565796,
-0.011758030392229557,
-0.01118092518299818,
0.014201400801539421,
-0.020542863756418228,
-0.0014879656955599785,
-0.01738845370709896,
-0.01363708171993494,
-0.0012224296806380153,
0.008852443657815456,
-0.009166046977043152,
0.005632072687149048,
-0.014625289477407932,
0.016467874869704247,
-0.0007380656898021698,
0.050297677516937256,
0.018625734373927116,
0.006459969095885754,
-0.004625146277248859,
-0.01608373038470745,
0.03765306994318962,
0.005410817451775074,
0.012840211391448975,
-0.01529981940984726,
0.01602804660797119,
0.0018805305007845163,
0.019441116601228714,
0.02475089021027088,
0.008347568102180958,
0.020789416506886482,
0.008824551478028297,
0.01602145843207836,
-0.007207503542304039,
-0.009340209886431694,
0.011901574209332466,
-0.006136136595159769,
0.0013151373714208603,
0.007836563512682915,
-0.01980973407626152,
-0.01741931028664112,
-0.022780243307352066,
-0.03861492872238159,
-0.02320321835577488,
0.017255447804927826,
0.004727705381810665,
-0.018372224643826485,
0.005768789444118738,
0.010242020711302757,
-0.0019130567088723183,
0.00008953176438808441,
0.025080997496843338,
0.04701557010412216,
-0.024894917383790016,
0.0038341053295880556,
0.0020744844805449247,
-0.02070401795208454,
-0.004020038992166519,
-0.017411425709724426,
-0.012142632156610489,
0.022609900683164597,
0.01708882488310337,
-0.019037999212741852,
0.0284062959253788,
-0.0003751758486032486,
0.000542530557140708,
-0.022844046354293823,
-0.037546515464782715,
0.008916080929338932,
-0.005677476525306702,
0.010182374157011509,
-0.007617774419486523,
-0.01473142858594656,
-0.019917866215109825,
-0.02995552122592926,
0.008292067795991898,
0.016388073563575745,
0.0009200959466397762,
-0.011990334838628769,
0.010357554070651531,
-0.022312812507152557,
0.011417355388402939,
0.01451961137354374,
-0.008167742751538754,
0.027047859504818916,
-0.008843746036291122,
0.01377045176923275,
0.0016942888032644987,
0.0036516101099550724,
0.003583135548979044,
-0.004912470001727343,
-0.01081194169819355,
-0.0005610305815935135,
-0.0010294693056493998,
-0.011175275780260563,
0.02008824422955513,
-0.00038614560617133975,
-0.008746213279664516,
-0.00907472986727953,
-0.025578392669558525,
0.07163813710212708,
0.007198731880635023,
0.017818350344896317,
0.017037194222211838,
0.011092757806181908,
-0.007516853976994753,
-0.029439955949783325,
0.020026421174407005,
-0.010337237268686295,
-0.0056357616558671,
0.013611743226647377,
-0.005693299695849419,
0.02519240789115429,
-0.021365292370319366,
0.013372245244681835,
-0.020977985113859177,
0.030957745388150215,
0.003517698496580124,
-0.025096014142036438,
-0.003647809848189354,
0.01723841018974781,
-0.03946397453546524,
-0.00953772570937872,
-0.017969705164432526,
-0.005246003624051809,
-0.046271421015262604,
0.05384132266044617,
-0.01342301070690155,
-0.0062952847220003605,
0.010073468089103699,
-0.015603743493556976,
-0.016599426046013832,
-0.008826550096273422,
-0.02048949897289276,
0.030047284439206123,
0.014490870758891106,
-0.029062241315841675,
0.003985583316534758,
0.0029993189964443445,
-0.021620117127895355,
-0.00048195873387157917,
-0.02189529687166214,
-0.036058519035577774,
0.01919255033135414,
0.019420133903622627,
-0.02635648101568222,
0.01299997977912426,
-0.0028270238544791937,
0.010025405324995518,
0.028662346303462982,
-0.009327315725386143,
0.009623764082789421,
0.009423661977052689,
-0.009195463731884956,
-0.02979147993028164,
-0.01696093939244747,
0.028027042746543884,
-0.01479027047753334,
-0.03563988208770752,
0.014366205781698227,
-0.014327012002468109,
-0.001464013010263443,
0.023439116775989532,
-0.012110640294849873,
-0.0032675049733370543,
-0.015895012766122818,
-0.021810896694660187,
-0.006983500439673662,
-0.011314831674098969,
0.008250294253230095,
-0.021784242242574692,
-0.02333618700504303,
-0.027299046516418457,
-0.006157387979328632,
-0.02779250033199787,
-0.019769879058003426,
0.019353168085217476,
-0.041699256747961044,
-0.009443182498216629,
-0.01778368651866913,
-0.007558375131338835,
-0.02027912810444832,
0.047888025641441345,
0.03095504455268383,
-0.030711974948644638,
0.00003060884773731232,
-0.009249839000403881,
-0.07269425690174103,
-0.020257044583559036,
0.035018716007471085,
-0.00876200757920742,
0.01692177727818489,
0.01980830356478691,
-0.015927933156490326,
-0.0011628065258264542,
0.01242323312908411,
0.0008234096458181739,
0.007595536299049854,
0.020232263952493668,
-0.0006368923932313919,
0.0007590458262711763,
0.010553359985351562,
-0.005388101562857628,
-0.0033152832183986902,
0.0029625436291098595,
-0.007409765385091305,
-0.0033471721690148115,
-0.03147812932729721,
0.025091953575611115,
0.01549096405506134,
-0.003809284884482622,
-0.008004246279597282,
-0.08080838620662689,
-0.006144796498119831,
0.02579975128173828,
-0.012767449021339417,
-0.0033375867642462254,
-0.005799580365419388,
-0.011987395584583282,
-0.029273077845573425,
0.04146695137023926,
-0.0172083992511034,
-0.027061430737376213,
0.003439950291067362,
0.024768151342868805,
0.009393131360411644,
-0.016968123614788055,
-0.007975097745656967,
0.016279321163892746,
-0.025019334629178047,
0.019792495295405388,
0.027164312079548836,
-0.01623431034386158,
0.015505004674196243,
-0.010822022333741188,
-0.002888530259951949,
-0.013779405504465103,
0.0024099708534777164,
-0.03405143320560455,
0.014744661748409271,
-0.010045875795185566,
-0.0147978775203228,
-0.011249639093875885,
0.01810036227107048,
0.023683670908212662,
-0.02555747702717781,
0.004528053104877472,
-0.0029352616984397173,
-0.03244780749082565,
0.021957777440547943,
-0.014187784865498543,
-0.004727369174361229,
-0.006346140988171101,
0.003104225965216756,
0.002616154495626688,
0.015028450638055801,
0.014226395636796951,
-0.03178596496582031,
0.004645780194550753,
-0.014923720620572567,
0.0010908397380262613,
-0.008665639907121658,
0.010034915059804916,
-0.00963614135980606,
-0.011043274775147438,
-0.017588384449481964,
-0.00026517827063798904,
-0.007697985041886568,
-0.0001741077285259962,
0.046224195510149,
-0.032812975347042084,
0.004716791212558746,
-0.006618910934776068,
0.039761025458574295,
-0.014519914984703064,
0.07186485826969147,
-0.018359489738941193,
0.020200436934828758,
-0.01626772992312908,
-0.0027684818487614393,
0.005412258207798004,
0.010752890259027481,
0.04614328593015671,
0.040196023881435394,
-0.026409219950437546,
-0.0020818025805056095,
-0.004413011949509382,
-0.012522036209702492,
0.009296998381614685,
0.04079630970954895,
-0.0038316482678055763,
-0.01756199821829796,
-0.008211172185838223,
-0.028619037941098213,
-0.0078376904129982,
-0.02848808839917183,
-0.014277813956141472,
0.04850752651691437,
-0.03958593308925629,
-0.0008706473745405674,
0.004058842547237873,
-0.023446092382073402,
0.014427518472075462,
-0.014600854367017746,
-0.014686334878206253,
-0.02427084557712078,
-0.0009412094950675964,
0.01090590562671423,
0.016757836565375328,
0.011279817670583725,
-0.01834840327501297,
-0.006296922918409109,
0.004440501797944307,
0.027269404381513596,
-0.009725518524646759,
-0.0013189911842346191,
-0.016882330179214478,
-0.015310658141970634,
0.0048492527566850185,
0.0332198329269886,
0.05065847933292389,
0.046423401683568954,
0.030755268409848213,
0.008845953270792961,
-0.0053870780393481255,
0.01528103742748499,
0.013394545763731003,
-0.037795767188072205,
-0.04430580139160156,
0.006917077582329512,
0.009659088216722012,
0.009283535182476044,
0.030439885333180428,
-0.0281621553003788,
-0.020101744681596756,
-0.012580775655806065,
-0.002561350353062153,
-0.011955206282436848,
0.0015373409260064363,
-0.004354405682533979,
-0.03041362389922142,
-0.011518931947648525,
-0.026449792087078094,
-0.050751421600580215,
0.019559785723686218,
-0.008711360394954681,
-0.015687108039855957,
0.006475565489381552,
-0.026997003704309464,
0.0009002047590911388,
0.031249335035681725,
-0.01311443466693163,
-0.009509607218205929,
0.029251888394355774,
0.003741549327969551,
-0.009211378172039986,
0.01092317420989275,
0.004598807543516159,
-0.005353862419724464,
0.006959965452551842,
0.04675893113017082,
-0.03422994911670685,
-0.012504151090979576,
-0.010529961436986923,
0.017322463914752007,
0.054934367537498474,
-0.0018103637266904116,
-0.003093624021857977,
0.012881355360150337,
0.0036923447623848915,
0.03400721400976181,
-0.014163684099912643,
0.008884742856025696,
0.021664025261998177,
0.01820351555943489,
0.017541998997330666,
0.011052084155380726,
-0.016989951953291893,
0.00675016175955534,
0.005015839822590351,
-0.005239991936832666,
0.012196466326713562,
0.01757735013961792,
-0.0012921318411827087,
0.022982364520430565,
-0.010325707495212555,
0.016986289992928505,
-0.016499148681759834,
0.004194600507616997,
0.011066664010286331,
0.005891414359211922,
-0.011212119832634926,
0.036097586154937744,
-0.016813449561595917,
-0.008102462626993656,
-0.03188189119100571,
-0.01096427533775568,
0.014410587027668953,
0.005503891035914421,
-0.013328209519386292,
-0.011763402260839939,
-0.013886097818613052,
-0.009011009708046913,
-0.024287547916173935,
-0.0019400129094719887,
0.018067164346575737,
0.017702246084809303,
0.03483603894710541,
0.01235843263566494,
0.012814986519515514,
0.03263358771800995,
0.009414011612534523,
0.024625658988952637,
0.016529150307178497,
-0.011393317952752113,
-0.01609264500439167,
-0.015471016988158226,
0.0003183685475960374,
-0.03837226703763008,
0.010620792396366596,
-0.013399768620729446,
-0.0003532462287694216,
-0.025336116552352905,
0.008650142699480057,
0.011656822636723518,
0.005076879635453224,
0.0076171886175870895,
-0.0110172675922513,
-0.011119809001684189,
0.006716153584420681,
0.004302388988435268,
-0.00034001056337729096,
-0.011670710518956184,
0.019581368193030357,
-0.01229550875723362,
0.02094762772321701,
-0.015802936628460884,
0.004239962436258793,
0.02424837276339531,
-0.005815828684717417,
0.01887868531048298,
0.02790103666484356,
0.018830556422472,
0.014504414983093739,
0.012633010745048523,
-0.00813764426857233,
-0.020498547703027725,
-0.0052006058394908905,
0.013356701470911503,
0.01052477303892374,
-0.01419193297624588,
0.00804642029106617,
-0.0043703969568014145,
-0.02921401336789131,
0.018912896513938904,
0.003726988099515438,
-0.032968491315841675,
-0.010174915194511414,
-0.005303045269101858,
0.0021742903627455235,
0.009398141875863075,
-0.00045364320976659656,
0.00551642756909132,
-0.005522307474166155,
0.005974429193884134,
0.03459542989730835,
0.007083681412041187,
-0.0152413509786129,
0.02521391585469246,
-0.01361357793211937,
-0.04077582433819771,
0.023912504315376282,
-0.012252399697899818,
0.019518226385116577,
0.01442717295140028,
0.007214393001049757,
-0.04967205226421356
] | [
-0.017192352563142776,
0.03394032269716263,
-0.09398230910301208,
0.19049479067325592,
-0.325386106967926,
-0.27612408995628357,
0.2964331805706024,
-0.1713147908449173,
-0.3155629336833954,
-0.15816350281238556,
-0.08325985819101334,
0.12576116621494293,
-0.5765195488929749,
-0.16178803145885468,
-0.37790119647979736,
-0.0884813666343689,
0.39042195677757263,
0.3048727512359619,
-0.18326003849506378,
-0.5847628712654114,
-0.29184505343437195,
-0.2635749876499176,
-0.04020777344703674,
-0.21678665280342102,
0.1929573267698288,
0.4599887430667877,
-0.39688125252723694,
0.18661339581012726,
-0.8114180564880371,
-0.1196628212928772,
-0.2348298281431198,
0.4828808903694153,
0.11198344081640244,
0.0588541179895401,
-0.11772620677947998,
0.14899329841136932,
0.08865467458963394,
-0.25231149792671204,
-0.05170415714383125,
-0.25795936584472656,
-0.027310218662023544,
0.08239282667636871,
-0.3115016520023346,
-0.042519163340330124,
-0.425243079662323,
-0.26592403650283813,
-1.6381852626800537,
-0.2165820449590683,
-0.18274220824241638,
-0.36563125252723694,
-0.8870983123779297,
0.052754584699869156,
0.06662939488887787,
0.46054109930992126,
0.15353907644748688,
0.009987322613596916,
-0.1603335589170456,
-0.3916681110858917,
-0.1490921527147293,
-0.36646366119384766,
0.4204265773296356,
-0.5531787872314453,
-0.234281986951828,
0.13301904499530792,
0.17037636041641235,
0.8693264722824097,
-0.03794548287987709,
0.06933148205280304,
-0.5193862318992615,
-0.2787289023399353,
0.4589117765426636,
-0.7656942009925842,
-0.535093367099762,
0.3514910042285919,
-0.36056068539619446,
0.15417897701263428,
0.06085922569036484,
0.12340645492076874,
0.0069229681976139545,
0.02040586993098259,
-0.09012778848409653,
0.29539230465888977,
0.6908169984817505,
-0.3661445379257202,
0.759638786315918,
0.005819039884954691,
-0.19571997225284576,
0.9084248542785645,
-0.22331200540065765,
-0.13217471539974213,
-0.03735131770372391,
-0.6100428104400635,
0.10679488629102707,
0.537151038646698,
0.09870794415473938,
0.6068023443222046,
0.4552593231201172,
0.34511375427246094,
0.6317715048789978,
0.04874258488416672,
-0.34797438979148865,
-0.4219713807106018,
0.31806689500808716,
0.011826707981526852,
-0.1417716145515442,
-0.7626263499259949,
-0.26858922839164734,
-0.5910238027572632,
0.02565571665763855,
0.2612323760986328,
-0.50851970911026,
0.18821191787719727,
0.009035710245370865,
0.170354425907135,
-0.44160914421081543,
0.2812461256980896,
-0.12411485612392426,
0.43683868646621704,
-0.10002115368843079,
0.5362170338630676,
0.045829035341739655,
1.154792070388794,
0.29726725816726685,
0.20758940279483795,
-0.1353059560060501,
0.25126442313194275,
0.32417941093444824,
0.7965373992919922,
0.17484965920448303,
0.05386393889784813,
-0.2345663160085678,
1.035659670829773,
0.13113093376159668,
-0.18259142339229584,
-0.18483835458755493,
-0.4595154821872711,
0.258604496717453,
0.30288150906562805,
0.09370509535074234,
-0.04695645719766617,
-0.6079691648483276,
-0.4201515018939972,
0.08666177839040756,
0.3298420011997223,
0.39042386412620544,
-0.09614764899015427,
-0.3894728422164917,
-0.5602666139602661,
-0.000969731598161161,
0.14367501437664032,
-0.12027253210544586,
0.34976792335510254,
-0.9927138090133667,
0.12336552888154984,
-0.1543598622083664,
0.2397540956735611,
-0.014484311453998089,
-0.3414863646030426,
-0.060690268874168396,
0.4275028705596924,
0.417580783367157,
0.24464605748653412,
-0.7070350050926208,
0.2176543027162552,
0.22285233438014984,
-0.5601348280906677,
0.3154561519622803,
0.0646057277917862,
0.26048099994659424,
0.3419710397720337,
-0.6157048940658569,
-0.06698258221149445,
-0.05245594680309296,
-0.3708001375198364,
0.24083903431892395,
0.06476449966430664,
0.2420969307422638,
-0.30665022134780884,
0.31769222021102905,
0.361838161945343,
-0.7929811477661133,
0.26346325874328613,
0.3208905756473541,
-0.25072669982910156,
0.07203608006238937,
0.4574107527732849,
0.19152764976024628,
-0.35933083295822144,
-0.5994201302528381,
-0.5712283849716187,
-0.5216089487075806,
-0.34680280089378357,
0.2950581908226013,
-0.9549302458763123,
1.0482302904129028,
0.029502520337700844,
0.03004535287618637,
0.9966276288032532,
-0.3650643527507782,
0.3725776970386505,
-0.05394027382135391,
-0.09969073534011841,
0.5139693021774292,
0.13925397396087646,
-0.5527001619338989,
0.26276934146881104,
0.052984315901994705,
0.10234826803207397,
-0.5199714303016663,
0.35793590545654297,
0.46867942810058594,
-0.20846770703792572,
-0.2232482135295868,
-0.26019132137298584,
-0.1169024407863617,
0.07153480499982834,
-0.3753950595855713,
-0.08841751515865326,
0.1365606039762497,
0.01628807745873928,
0.5715430974960327,
-0.2892078161239624,
0.2560189664363861,
0.8476307988166809,
0.19262216985225677,
0.5311799645423889,
0.8166011571884155,
0.023471897467970848,
0.8093377947807312,
-0.47879764437675476,
0.40534472465515137,
0.17254625260829926,
0.15679587423801422,
-0.5200784802436829,
-0.2704311013221741,
0.3525305986404419,
0.459602415561676,
-0.3345996141433716,
-0.19829623401165009,
-0.008030084893107414,
-0.30160123109817505,
0.534875750541687,
-0.45326170325279236,
0.5313275456428528,
-0.002005342161282897,
-0.38588351011276245,
-0.2677753269672394,
0.17047305405139923,
-0.40949100255966187,
-0.2996293902397156,
0.5032297372817993,
0.5616661906242371,
0.3584492802619934,
-1.1316050291061401,
-0.19457587599754333,
0.13854071497917175,
-0.5646364092826843,
-0.17666681110858917,
0.0950545221567154,
0.29993224143981934,
-0.11702633649110794,
0.2452860325574875,
-0.030864298343658447,
-0.09804805368185043,
-0.16680146753787994,
0.020446253940463066,
-0.35675108432769775,
-0.5375978350639343,
0.781994640827179,
0.5799388885498047,
-0.03269600868225098,
-0.6536094546318054,
-0.418154239654541,
-0.23104530572891235,
-0.5894002914428711,
-0.6215934157371521,
-0.1081061065196991,
0.11728790402412415,
-1.0407330989837646,
-0.6397095918655396,
-0.5413248538970947,
0.9522922039031982,
-0.10321759432554245,
-0.3923788368701935,
-0.3163173198699951,
-0.09218357503414154,
0.21964871883392334,
-0.3814831078052521,
-0.2485886663198471,
-0.14465975761413574,
-0.40257227420806885,
0.08316356688737869,
-0.4616451561450958,
0.09658079594373703,
0.5893650054931641,
0.4213435649871826,
-0.030289284884929657,
0.3901587426662445,
0.7080629467964172,
-0.22553177177906036,
-0.21055680513381958,
0.22231779992580414,
-0.35158026218414307,
-0.10275603830814362,
-0.07392340153455734,
-0.23711933195590973,
-0.7313627600669861,
0.2992461025714874,
-5.933230876922607,
-0.014551927335560322,
-0.1939087063074112,
0.012526854872703552,
-0.6337119936943054,
0.14300400018692017,
0.7190634608268738,
0.054139867424964905,
0.2785888910293579,
0.11667990684509277,
0.34945911169052124,
0.028499051928520203,
-0.10872246325016022,
0.4086587131023407,
0.046990495175123215,
-0.054709069430828094,
0.6674056053161621,
-0.4193921685218811,
0.25651925802230835,
-0.1119970828294754,
-0.07801200449466705,
0.3045426905155182,
0.22225208580493927,
0.19383028149604797,
-0.031025048345327377,
0.15378504991531372,
-0.8898014426231384,
0.5134047269821167,
-0.4995703399181366,
-0.1416095495223999,
0.12592476606369019,
-0.20062322914600372,
-0.38063281774520874,
-0.48816731572151184,
-0.20133934915065765,
0.08091122657060623,
0.372602254152298,
-0.1647224873304367,
-0.13527755439281464,
0.11681796610355377,
0.38587886095046997,
-0.05027755722403526,
0.3296329379081726,
-0.06240595132112503,
0.4391796886920929,
-0.0633072629570961,
-0.4288557469844818,
-0.4199415147304535,
-0.023466970771551132,
0.706091046333313,
-0.22445259988307953,
-0.18136264383792877,
0.08233973383903503,
0.29773199558258057,
0.08414571732282639,
-0.7086380124092102,
-0.0037549238186329603,
-0.33492743968963623,
-0.6666312217712402,
0.7955305576324463,
0.22762133181095123,
-0.3112485110759735,
0.36838990449905396,
-0.5391786694526672,
-0.3694460093975067,
0.11020024865865707,
-0.43514156341552734,
-0.33636435866355896,
-0.07268588244915009,
0.1579897701740265,
-0.4174076318740845,
0.6691262125968933,
0.16582590341567993,
-0.5508810877799988,
0.6102144718170166,
-0.2896421551704407,
0.09002671390771866,
0.08509015291929245,
0.14476849138736725,
-0.23258432745933533,
0.08763012290000916,
-0.5197718143463135,
-0.13225625455379486,
-0.1092449277639389,
0.31762969493865967,
-0.2644612193107605,
-0.2110235095024109,
-0.01639905571937561,
-0.2698802351951599,
0.7294567823410034,
1.0148178339004517,
0.03690068796277046,
0.5213757157325745,
0.3176726996898651,
0.6243956089019775,
0.7668293714523315,
0.2620636820793152,
-0.16199465095996857,
0.03739119693636894,
0.25879234075546265,
0.3215702772140503,
0.06986576318740845,
-0.35439828038215637,
-0.5811565518379211,
0.3765057325363159,
-0.09163869917392731,
-0.37085670232772827,
0.4426383376121521,
0.5989342927932739,
-0.32605767250061035,
-0.20021262764930725,
-0.0845971554517746,
-0.2835657298564911,
-0.22493596374988556,
0.18810172379016876,
0.24527490139007568,
-0.4660130739212036,
0.18255124986171722,
0.20485182106494904,
-0.33676958084106445,
-0.13736553490161896,
0.247630313038826,
-0.40850624442100525,
0.2713112235069275,
0.39922142028808594,
-0.342497855424881,
0.014564666897058487,
0.5129693746566772,
0.3493019640445709,
0.0447610504925251,
-0.06804835051298141,
0.25656846165657043,
-0.28981122374534607,
-0.24426087737083435,
0.46187472343444824,
-0.5606929063796997,
0.05126839503645897,
0.18420937657356262,
-0.09483897686004639,
-0.9639915227890015,
0.6282297968864441,
0.12452016025781631,
-0.14800120890140533,
0.3588666319847107,
0.25368624925613403,
0.013472216203808784,
-0.05583829805254936,
-0.4151346981525421,
-0.024113550782203674,
-0.05871355161070824,
-0.33090612292289734,
-0.5634675025939941,
0.5286239385604858,
-0.380599707365036,
-0.17202399671077728,
-0.029146481305360794,
0.7352266311645508,
0.5335202217102051,
0.1644371896982193,
-0.15171892940998077,
0.4581829607486725,
-0.5876339077949524,
-0.825915515422821,
0.08405327051877975,
-0.010765072889626026,
0.3323468267917633,
-0.28911513090133667,
-0.0745941624045372,
-0.29605087637901306,
0.07816173136234283,
-0.17858260869979858,
-0.6197206377983093,
-0.1419372707605362,
0.04898526519536972,
0.35450807213783264,
-0.1292637437582016,
0.09028469026088715,
0.15881025791168213,
0.2964717149734497,
-0.1843038946390152,
-0.09338092803955078,
-0.23049035668373108,
-0.07995781302452087,
0.7939322590827942,
0.6125488877296448,
-0.15115845203399658,
0.3247559666633606,
0.25506532192230225,
-0.5201898217201233,
-0.4359443187713623,
-0.07603820413351059,
0.27164632081985474,
0.7595717906951904,
0.11195986717939377,
-0.3582276701927185,
-0.6524206399917603,
0.28079256415367126,
0.37631452083587646,
-0.24745607376098633,
-0.6388996243476868,
0.29957371950149536,
0.32841935753822327,
-0.11607145518064499,
0.006852112244814634,
0.19583570957183838,
-0.42954111099243164,
-0.06995641440153122,
0.0057874140329658985,
0.06711909919977188,
0.09103909879922867,
-0.10795119404792786,
-0.501498281955719,
-0.5565124750137329,
0.042388372123241425,
-0.07267896831035614,
-0.5529117584228516,
0.4414006173610687,
-0.016063446179032326,
-0.270035058259964,
0.5289250612258911,
-0.21971319615840912,
-0.13059262931346893,
-0.5293290615081787,
0.013719388283789158,
-0.4468894898891449,
0.1531722992658615,
0.008119412697851658,
-0.6989004015922546,
0.35652533173561096,
-0.28488031029701233,
-0.03354871645569801,
-0.05450097844004631,
0.2342086136341095,
0.3207052946090698,
-0.07281514257192612,
-0.49468737840652466,
0.10735446959733963,
0.8077226877212524,
0.12271159887313843,
-0.3746626675128937,
-0.0008167902124114335,
0.708757221698761,
0.16324588656425476,
-0.08130406588315964,
0.19138331711292267,
0.07826242595911026,
-0.0521431602537632,
-0.6497326493263245,
-1.1847063302993774,
0.0984812080860138,
0.4528798460960388,
0.6696675419807434,
0.2085234671831131,
0.32436659932136536,
0.4767295718193054,
-0.050401099026203156,
-0.3256607949733734,
-0.7793232798576355,
0.18406988680362701,
0.3984180986881256,
0.006765115074813366,
0.09754405915737152,
-0.47087571024894714,
-0.33743953704833984,
0.14929762482643127,
0.6192977428436279,
-0.5918341279029846,
-0.5794051885604858,
0.3804554045200348,
-0.7328795194625854,
0.02299032174050808,
-0.149700328707695,
0.2547750771045685,
0.27516666054725647,
0.3557043969631195,
0.27264559268951416,
-0.14723831415176392,
0.25310927629470825,
-0.10965615510940552,
0.381907194852829,
-0.15519383549690247,
-0.5224668979644775,
0.04036961495876312,
-0.5216460824012756,
0.5299243330955505,
-0.2322806864976883,
0.24519266188144684,
0.12531466782093048,
0.43919721245765686,
0.07936422526836395,
-0.7738107442855835,
0.759077250957489,
-0.34150877594947815,
-0.10550990700721741,
-0.07954764366149902,
-0.12251836806535721,
0.3025350868701935,
0.22788715362548828,
-0.30307334661483765,
-0.47518372535705566,
0.044321995228528976,
0.06701884418725967,
0.4622664153575897,
-1.0180835723876953,
0.14382413029670715,
0.32837340235710144,
0.2019183486700058,
0.03663138672709465,
-0.05991823226213455,
0.2705468535423279,
0.4326249957084656,
0.4933914244174957,
0.11175646632909775,
0.7202925682067871,
-0.21101918816566467,
0.32345452904701233,
0.22438441216945648,
-0.19185443222522736,
0.7093843817710876,
0.16395412385463715,
0.05402246490120888,
-0.14064712822437286,
0.4822874069213867,
-0.1389678567647934,
-0.6992636919021606,
-0.005033684894442558,
-0.17604096233844757,
0.3129977881908417,
-0.17859312891960144,
0.25359147787094116,
-0.029923275113105774,
0.4367901682853699,
0.1233130395412445,
-0.23714108765125275,
-0.16375017166137695,
0.008590114302933216,
0.3248983323574066,
-0.6471878886222839,
-0.17857107520103455,
-0.14588820934295654,
0.6868268251419067,
0.4264387786388397,
0.056996967643499374,
-0.05655188485980034,
-0.12230260670185089,
0.40175870060920715,
0.6630021929740906,
0.14543652534484863,
-0.015731174498796463,
0.536833643913269,
-0.019864216446876526,
0.6693198680877686,
-0.439645916223526,
0.19928061962127686,
-0.1382800042629242,
-0.4066063463687897,
-0.029910627752542496,
-0.2071404904127121,
0.43499556183815,
0.4121618866920471,
0.06120384484529495,
0.2910936176776886,
-0.6099548935890198,
0.37421905994415283,
-0.13773520290851593,
0.29757246375083923,
0.7962037920951843,
0.18113858997821808,
0.3273847997188568,
-0.09856006503105164,
-0.6114336252212524,
-0.23545490205287933,
0.009011094458401203,
0.49381008744239807,
-0.043210215866565704,
-0.7167091369628906,
0.44839760661125183,
0.2248043715953827,
-0.1016789898276329,
-0.3868444859981537,
0.12550568580627441,
0.48627015948295593,
-0.3229748606681824,
-0.08035929501056671,
-0.22779721021652222,
-0.2913875877857208,
-0.1934298276901245,
-0.24849055707454681,
0.273377001285553,
-0.04077811539173126,
-0.10135867446660995,
-0.3014511466026306,
-0.31303587555885315,
0.2563663721084595,
0.44052359461784363,
-0.1368231177330017,
-0.39044469594955444,
0.9477789402008057,
0.39492642879486084,
0.21380437910556793,
0.08895979821681976,
-0.001241856487467885,
0.11595037579536438,
0.5822365283966064,
-0.20544487237930298,
0.4679240882396698,
-0.15452641248703003,
0.232220858335495,
-0.32391491532325745,
0.05276430398225784,
0.23593276739120483,
0.1536734700202942,
-0.18008704483509064,
0.029438961297273636,
0.7018624544143677,
-0.5978906154632568,
0.23394475877285004,
-0.3536297678947449,
-0.43941155076026917,
-0.2625703811645508,
-0.2972447872161865,
0.010905888862907887,
1.0124930143356323,
-0.5586716532707214,
0.5214803218841553,
-0.10700104385614395,
0.19284163415431976,
0.10553174465894699,
-0.4367886483669281,
0.31587541103363037,
-0.13593365252017975,
0.07396333664655685,
-0.4775243401527405,
0.3313868045806885,
-0.05093764886260033,
-0.15838678181171417,
0.22191044688224792,
0.11209099739789963,
0.6657221913337708,
-0.23336036503314972,
0.03032442182302475,
0.15035194158554077,
-0.16656579077243805,
0.16205167770385742,
-0.1268153041601181,
0.6591863036155701,
-0.06570260226726532,
-0.48914724588394165,
-0.6121975183486938,
0.10862085223197937,
-0.006412325892597437,
0.12533050775527954,
-0.6329602003097534,
0.12214866280555725,
-0.5395635962486267,
-0.0540170818567276,
0.24294106662273407,
-0.45672330260276794,
-0.5392566919326782,
0.00198422372341156
] |
Each year, the number of stolen vehicle is on the rise. Usually, to prevent theft, a physical type countermeasure is used such as padlock, disk break lock and other more which is a preventive action but it is not enough safe. The objective of this study is to create a controllable system that can display the location of a vehicle using Global position system (GPS) to pin point the location and Global System for Mobile (GSM) as a mean for communicating with the vehicle for ease of finding after a theft attempt. The system is made to test the accuracy of the location that is send to the user when the vehicle is in motion and stationary in the city and suburb. The system is made by combining a micro controller with GPS and GSM, then comparing it with other similar device available in the market like Garmin and a reference website to find the radius of error. The study of proposed device begins by studying IEEE journal about alternative product and the vehicle itself. The hardware and program development is done by research and trial and error as the controller do not interact with both module at the same time, after successfully programming both module, it is combined into a single program with addition of interrupt program. The experiment is done in three set of tests so that the system accuracy can be determine when stationary and in motion on vehicle, output controlling is the test to determine if the controller can be made into anti-theft system. The result of the test concludes that the system can provide standard GPS coordinate when requested via Short Message Service (SMS). The system can also be used to control an actuator. | [
-0.009170562028884888,
0.006922721862792969,
-0.00967264361679554,
-0.0034091095440089703,
0.032818298786878586,
0.008001020178198814,
0.008988696150481701,
-0.00036892155185341835,
-0.012191263027489185,
-0.004382481798529625,
-0.00839148461818695,
0.00981697253882885,
-0.00470959534868598,
0.0274190716445446,
0.013261472806334496,
-0.0067752329632639885,
0.0014228116488084197,
-0.0064126052893698215,
0.006819684058427811,
-0.025332406163215637,
-0.012622227892279625,
-0.0026420867070555687,
0.01007474958896637,
0.025142835453152657,
-0.008366921916604042,
-0.0032284590415656567,
-0.017739728093147278,
-0.030269470065832138,
-0.006823721341788769,
0.010265421122312546,
-0.009371202439069748,
-0.006763691082596779,
0.009979316964745522,
-0.0009826982859522104,
0.0011593294329941273,
0.008427966386079788,
-0.00046284814015962183,
0.020541898906230927,
0.011819113045930862,
-0.003923505544662476,
0.0035505297128111124,
-0.009859662503004074,
0.011617950163781643,
-0.02456362172961235,
-0.012772290036082268,
0.002816764172166586,
0.003220401471480727,
-0.0025251025799661875,
-0.01849651150405407,
0.007360309362411499,
-0.011686751618981361,
0.029905259609222412,
-0.0011102415155619383,
0.0023184744641184807,
-0.00715245958417654,
-0.03183399885892868,
0.017686203122138977,
0.015257732011377811,
-0.012214933522045612,
-0.015253247693181038,
-0.0050443364307284355,
0.005248658824712038,
0.0064039938151836395,
0.01769576594233513,
0.01715056411921978,
-0.06667357683181763,
-0.003417477011680603,
0.0023763305507600307,
0.012402198277413845,
-0.0074659716337919235,
0.017481261864304543,
0.00901443138718605,
0.01746818795800209,
-0.0059964535757899284,
0.003166820155456662,
-0.03330567106604576,
-0.009391605854034424,
0.014119310304522514,
0.0065351552329957485,
0.01247180625796318,
-0.03473712503910065,
-0.003553898073732853,
-0.01951487548649311,
0.027464725077152252,
0.003290696768090129,
-0.00825326144695282,
-0.001151334960013628,
-0.004058483988046646,
-0.023930171504616737,
0.0462459921836853,
0.0006672423332929611,
-0.029134567826986313,
-0.01201801747083664,
-0.0209533479064703,
0.010191956534981728,
0.004338762257248163,
-0.0004364633932709694,
-0.009013808332383633,
-0.014886386692523956,
-0.019602639600634575,
0.0040848273783922195,
0.013644441962242126,
0.009131322614848614,
-0.041291650384664536,
0.000593388918787241,
0.017871100455522537,
-0.006848612800240517,
-0.01884339563548565,
-0.044398508965969086,
0.006066103931516409,
-0.007487848401069641,
-0.003626283723860979,
-0.010226691141724586,
-0.029784206300973892,
-0.010524187237024307,
0.005794334691017866,
0.004227436613291502,
-0.03503823280334473,
0.006503006909042597,
0.012348606251180172,
0.003945942036807537,
0.01358178909868002,
0.009632693603634834,
0.017035258933901787,
0.004905663430690765,
-0.010125202126801014,
0.00676755839958787,
-0.005045002326369286,
0.0265260748565197,
-0.0026508010923862457,
-0.009467635303735733,
0.01704539731144905,
0.00911757256835699,
-0.024109266698360443,
0.0035697384737432003,
0.008623800240457058,
0.011063543148338795,
-0.01228342391550541,
-0.0033055839594453573,
0.0036716945469379425,
-0.006309399846941233,
0.0021190482657402754,
0.0008869750890880823,
0.01190873235464096,
0.027729928493499756,
-0.008294414728879929,
-0.0017883027903735638,
0.004556742496788502,
0.009904150851070881,
-0.003988057374954224,
0.008266102522611618,
-0.0056318300776183605,
-0.028901129961013794,
-0.01855771616101265,
-0.011273102834820747,
0.0019379928708076477,
-0.008369723334908485,
0.01457553543150425,
-0.018974998965859413,
-0.0229555182158947,
0.05133861303329468,
0.01342924777418375,
0.030188757926225662,
0.008461360819637775,
0.021031411364674568,
-0.02207423374056816,
-0.004103093408048153,
0.009848777204751968,
-0.01918964833021164,
0.0064100055024027824,
-0.013713095337152481,
0.01093815453350544,
-0.013211468234658241,
0.012965794652700424,
-0.007165352813899517,
0.0016471875132992864,
0.017437757924199104,
0.012404883280396461,
-0.016755711287260056,
0.06647969782352448,
0.04269973933696747,
0.008412162773311138,
0.002940751612186432,
0.012388031929731369,
0.00008273310959339142,
-0.015031538903713226,
-0.012553801760077477,
-0.004958685953170061,
-0.009333647787570953,
-0.004432870540767908,
-0.037879250943660736,
-0.012971006333827972,
-0.035486042499542236,
0.0315161794424057,
-0.023637067526578903,
0.00479830801486969,
0.025283224880695343,
0.003305240999907255,
0.031500838696956635,
-0.002223237417638302,
-0.008325908333063126,
-0.018765082582831383,
-0.0006618029437959194,
0.008487744256854057,
-0.005496517289429903,
0.005295843817293644,
0.013737628236413002,
0.002315719611942768,
0.025508910417556763,
-0.013214911334216595,
0.0344841405749321,
0.016863346099853516,
-0.0105116693302989,
0.007916376926004887,
-0.003245922736823559,
0.003424041671678424,
-0.01994250901043415,
-0.026174483820796013,
0.028169460594654083,
-0.011672789230942726,
-0.0022416783031076193,
0.009718450717628002,
0.02339446172118187,
-0.011035909876227379,
0.014681142754852772,
-0.0019164416007697582,
-0.008221825584769249,
0.010639714077115059,
-0.01592354103922844,
-0.0008950266055762768,
-0.008634345605969429,
0.0012359251268208027,
-0.01119258627295494,
-0.007203867193311453,
0.030218230560421944,
-0.019332412630319595,
0.008299113251268864,
-0.02162395417690277,
-0.0021533346734941006,
-0.012410920113325119,
-0.007924539968371391,
0.017598841339349747,
0.03029467910528183,
-0.010469071567058563,
0.01163940317928791,
0.051023028790950775,
-0.013437444344162941,
-0.01252850890159607,
0.01650260016322136,
-0.00018569466192275286,
0.0068360790610313416,
-0.0022985355462878942,
0.015505559742450714,
0.01638146862387657,
-0.014632659032940865,
-0.02007465437054634,
0.010730813257396221,
0.022907225415110588,
0.023975588381290436,
-0.02830020897090435,
0.006887286901473999,
0.007742489688098431,
-0.027134958654642105,
0.006868788972496986,
-0.026213470846414566,
0.008003203198313713,
0.007274226751178503,
0.012140221893787384,
-0.0018483693711459637,
-0.018240991979837418,
0.005732013378292322,
-0.008105418644845486,
-0.0052183279767632484,
-0.08105620741844177,
-0.018913721665740013,
0.006922994274646044,
-0.009366035461425781,
0.01513580046594143,
0.006802490912377834,
0.011430971324443817,
-0.00032042013481259346,
-0.019442208111286163,
0.002961445599794388,
0.026665247976779938,
0.0065405284985899925,
-0.017169151455163956,
0.01679174229502678,
-0.005755104124546051,
-0.02323237434029579,
0.011366368271410465,
-0.02507561445236206,
-0.006674096453934908,
0.017161061987280846,
0.006997492164373398,
-0.02979252301156521,
-0.019324922934174538,
0.0030121784657239914,
-0.007946998812258244,
-0.00907154195010662,
-0.004285439383238554,
0.0061239218339324,
-0.01808547042310238,
0.0011839383514598012,
0.0036060945130884647,
0.013992033898830414,
-0.000022150110453367233,
0.0005510677583515644,
0.012893205508589745,
-0.020090660080313683,
-0.013253187760710716,
-0.012391901575028896,
-0.0035600282717496157,
-0.006280472036451101,
0.01123250275850296,
0.003384615294635296,
-0.008278554305434227,
0.02317381091415882,
-0.006391462869942188,
-0.011563071981072426,
0.010094579309225082,
0.03247205913066864,
0.012885660864412785,
-0.004362303763628006,
-0.021910475566983223,
-0.002103520091623068,
0.026495594531297684,
0.012800941243767738,
-0.012567777186632156,
-0.0238131582736969,
-0.010603104718029499,
0.01180344633758068,
-0.010708951391279697,
0.0039039659313857555,
-0.00978541374206543,
-0.03361685574054718,
-0.018420826643705368,
-0.005682469345629215,
-0.011899663135409355,
-0.024606887251138687,
0.01220137532800436,
0.021339360624551773,
-0.0023367602843791246,
-0.002297685481607914,
-0.025654325261712074,
-0.009462162852287292,
-0.007894542999565601,
0.002277452265843749,
-0.005312460009008646,
-0.014137125574052334,
-0.012962300330400467,
0.0013131042942404747,
0.014169455505907536,
-0.003418975742533803,
-0.015108980238437653,
0.017560603097081184,
0.008883235976099968,
-0.0067932275123894215,
-0.004153958521783352,
0.051396023482084274,
0.012263623997569084,
-0.010036326013505459,
0.008731413632631302,
-0.011607086285948753,
0.011516624130308628,
0.02368229255080223,
-0.005502290092408657,
0.0022834171541035175,
-0.009338866919279099,
0.007609512656927109,
-0.008226871490478516,
0.012477658689022064,
0.008805947378277779,
0.01021498441696167,
-0.0034085684455931187,
0.009408289566636086,
-0.023743849247694016,
-0.013773437589406967,
-0.04807571321725845,
0.013433591462671757,
0.007760096341371536,
0.02411673590540886,
0.0046361293643713,
-0.013927169144153595,
-0.004774292930960655,
-0.011093848384916782,
-0.010075589641928673,
0.008985591121017933,
0.00670069083571434,
0.009842483326792717,
-0.013639325276017189,
-0.0002879146486520767,
0.0721711665391922,
-0.020480185747146606,
0.013392511755228043,
-0.022621098905801773,
-0.008701764047145844,
-0.03484877943992615,
-0.006475761532783508,
0.010786522179841995,
-0.015702353790402412,
0.02051888406276703,
0.011868078261613846,
-0.005746259354054928,
0.043721865862607956,
-0.008333669044077396,
-0.006312378216534853,
0.013079715892672539,
-0.004128525964915752,
-0.011785498820245266,
-0.01770710200071335,
0.0004417239688336849,
-0.012306326068937778,
-0.027080565690994263,
-0.016230899840593338,
0.001295136520639062,
-0.018905142322182655,
0.0037530772387981415,
-0.02784118987619877,
-0.01123698428273201,
-0.00467150192707777,
0.007229315582662821,
-0.004290596581995487,
0.025305092334747314,
-0.003959287889301777,
0.0014021669048815966,
-0.0458550751209259,
0.013672666624188423,
-0.0023236272390931845,
-0.01163510326296091,
0.01050005853176117,
0.01308106817305088,
0.009421184659004211,
-0.01777549460530281,
0.022239364683628082,
0.02657868154346943,
0.013624826446175575,
0.0022731153294444084,
-0.012591701000928879,
-0.008469788357615471,
0.008939017541706562,
-0.030593613162636757,
-0.0092787379398942,
-0.01100483164191246,
0.019917244091629982,
0.012874647974967957,
0.028837844729423523,
0.02954072132706642,
-0.013117355294525623,
-0.0008251182734966278,
-0.010997926816344261,
0.009411781094968319,
-0.009533391334116459,
-0.004226756282150745,
0.013227265328168869,
-0.0026591147761791945,
0.005500939209014177,
0.002162120770663023,
0.001313815824687481,
-0.022035863250494003,
-0.019580019637942314,
0.005244076251983643,
-0.017137307673692703,
-0.010105214081704617,
-0.01228308491408825,
0.018329937011003494,
-0.011221244931221008,
-0.021017417311668396,
-0.02282283827662468,
-0.013992978259921074,
-0.018839169293642044,
0.03020772896707058,
0.014436967670917511,
-0.011324724182486534,
-0.016515787690877914,
0.009620963595807552,
-0.0015726506244391203,
0.028632396832108498,
0.013269340619444847,
-0.07509355247020721,
-0.008431673049926758,
0.0046361880376935005,
-0.005551468580961227,
-0.011763771064579487,
0.015221182256937027,
0.001091148005798459,
0.02255854383111,
0.009637763723731041,
-0.015454526990652084,
0.024910353124141693,
0.001888822764158249,
-0.0019769337959587574,
0.00033062417060136795,
0.01420912891626358,
-0.010877578519284725,
0.008249757811427116,
0.009808596223592758,
0.02237679623067379,
0.000788927311077714,
-0.014043726027011871,
0.0017313731368631124,
0.0017913745250552893,
-0.00972080323845148,
0.015046307817101479,
-0.0808115303516388,
-0.02664763852953911,
-0.001374277751892805,
0.001625285018235445,
-0.010194821283221245,
-0.01157986931502819,
0.02325472980737686,
-0.005778650753200054,
0.009666136465966702,
-0.009036088362336159,
0.01365332119166851,
0.016908330842852592,
-0.008565438911318779,
-0.0034824488684535027,
-0.035446085035800934,
-0.006758109666407108,
0.011547060683369637,
-0.026355832815170288,
0.014127799309790134,
0.010940191335976124,
0.027200397104024887,
-0.008021660149097443,
-0.01264532096683979,
0.0100184241309762,
-0.022925689816474915,
-0.018130755051970482,
0.008672622963786125,
0.01068873330950737,
0.0076003046706318855,
0.0019087647087872028,
0.013634588569402695,
-0.025660142302513123,
-0.0025280951522290707,
-0.009350570850074291,
-0.009432332590222359,
-0.016895147040486336,
-0.016169579699635506,
-0.01064419187605381,
-0.00797145813703537,
0.012705663219094276,
-0.013147403486073017,
0.03549276292324066,
-0.02334640920162201,
-0.0015219282358884811,
0.027683276683092117,
0.014187335968017578,
0.003833106718957424,
-0.0014123820001259446,
0.014766004867851734,
0.0073409778997302055,
0.009118146263062954,
0.009743006899952888,
0.024714864790439606,
-0.004359663464128971,
0.017034435644745827,
0.008381979539990425,
-0.011516876518726349,
0.016190236434340477,
0.014601773582398891,
0.0068633947521448135,
-0.008706312626600266,
0.038338448852300644,
-0.00224269088357687,
0.07140038907527924,
-0.015443366020917892,
0.016727160662412643,
0.001370826968923211,
-0.021723657846450806,
0.0023252058308571577,
0.012265894562005997,
-0.011105578392744064,
0.01884615421295166,
-0.018976151943206787,
0.016711965203285217,
-0.004607694689184427,
0.016548750922083855,
0.007844449952244759,
0.007584938779473305,
0.016417894512414932,
-0.0370548851788044,
-0.019792800769209862,
-0.00896389689296484,
-0.0065680090337991714,
0.0088129211217165,
0.01223374530673027,
0.011472158133983612,
0.017477378249168396,
0.017050758004188538,
0.0032448379788547754,
-0.010749689303338528,
0.005702950060367584,
-0.033055633306503296,
-0.00641279760748148,
-0.0048151398077607155,
0.012672515586018562,
0.007298624143004417,
-0.0005586426705121994,
0.025891464203596115,
-0.02090686373412609,
0.013730312697589397,
-0.003620055504143238,
-0.020522840321063995,
-0.008879415690898895,
0.010474201291799545,
0.0061944290064275265,
-0.0030624885112047195,
0.007151751779019833,
-0.002662617713212967,
0.015284882858395576,
0.0028090504929423332,
0.020116634666919708,
0.02517324686050415,
0.014788341708481312,
0.018736176192760468,
0.0013858746970072389,
0.011701516807079315,
0.010501811280846596,
0.01454194262623787,
-0.03257845342159271,
-0.01085673738270998,
0.005669447593390942,
-0.019690997898578644,
-0.015917280688881874,
0.015553486533463001,
-0.01846982166171074,
0.0018723825924098492,
0.0042673926800489426,
0.013034248724579811,
0.007019196171313524,
-0.00007648719474673271,
-0.013155290856957436,
0.019495293498039246,
0.010318852961063385,
0.0063298651948571205,
0.01675330102443695,
0.010709960013628006,
-0.00305853970348835,
-0.012846499681472778,
0.007514923345297575,
-0.03019600920379162,
-0.03443477675318718,
-0.0006894711405038834,
0.013657729141414165,
0.00317576271481812,
0.054772306233644485,
0.017497273162007332,
-0.006238225847482681,
0.005047901533544064,
0.02978670969605446,
-0.017251785844564438,
-0.0034603788517415524,
-0.0059030503034591675,
0.010134140960872173,
0.02418299950659275,
-0.005126530304551125,
0.005453236401081085,
-0.016774464398622513,
0.003802764695137739,
0.03402320295572281,
-0.010504214093089104,
0.0015129412058740854,
-0.0012753487098962069,
0.005752456374466419,
0.013117498718202114,
0.00219524884596467,
-0.02531028911471367,
0.015480322763323784,
0.015773875638842583,
-0.0008534890366718173,
0.020435098558664322,
0.023726463317871094,
-0.008001010864973068,
0.009303092956542969,
-0.02211816795170307,
0.012799571268260479,
-0.0022078873589634895,
0.029323536902666092,
-0.0046989088878035545,
0.03451784327626228,
-0.027772095054388046,
0.008392727933824062,
-0.0003290593158453703,
-0.005266348831355572,
0.01129663921892643,
-0.005716187413781881,
-0.007947717793285847,
-0.008632203564047813,
0.0016726297326385975,
-0.019298629835247993,
-0.006731430068612099,
0.009326932020485401,
-0.0036726249381899834,
-0.015644531697034836,
0.0140771996229887,
-0.013011937960982323,
-0.014206129126250744,
0.005811027251183987,
0.012973690405488014,
-0.028059666976332664,
-0.010338880121707916,
0.016464214771986008,
-0.008102931082248688,
0.006532670464366674,
0.01868591643869877,
-0.013389400206506252,
0.002031579613685608,
-0.03138810023665428,
0.009743697941303253,
0.015760330483317375,
0.021823067218065262,
-0.008717117831110954,
0.008832048624753952,
-0.007618799805641174,
0.01918754354119301,
0.019116826355457306,
0.03566262871026993,
-0.00646453769877553,
-0.008396168239414692,
0.02037860080599785,
0.000543682835996151,
-0.005578572861850262,
-0.01222009677439928,
0.01549089141190052,
-0.023659082129597664,
0.019143350422382355,
-0.00671702716499567,
0.010928180068731308,
0.009212931618094444,
0.002409821143373847,
0.013476754538714886,
-0.006817555520683527,
0.0027906158939003944,
0.0034822653979063034,
-0.004460221156477928,
0.003016767092049122,
-0.03423318639397621,
-0.003208147594705224,
-0.015268188901245594,
-0.01327502354979515,
-0.02679893933236599,
-0.004886944312602282,
0.0005777054466307163,
0.008998963981866837,
0.003440550062805414,
-0.009320083074271679,
-0.013444485142827034,
-0.006708089727908373,
-0.011136475019156933,
0.0030256127938628197,
-0.020491302013397217,
-0.023302536457777023,
0.026737861335277557,
0.025966119021177292,
0.0009762226254679263,
-0.013432611711323261,
-0.002720500575378537,
0.0011670985259115696,
0.009327085688710213,
-0.020453663542866707,
0.007734514772891998,
-0.04222762584686279,
0.021068494766950607,
0.01326931081712246,
0.0220801942050457,
-0.00719677796587348
] | [
0.15612617135047913,
0.09029463678598404,
0.5896081924438477,
0.16668593883514404,
0.027906903997063637,
0.14275121688842773,
0.4286764860153198,
0.26729679107666016,
-0.7917028069496155,
-0.17802152037620544,
-0.07108553498983383,
0.1534452587366104,
0.11956675350666046,
0.3578609526157379,
-0.13985665142536163,
0.3732958436012268,
0.6165450215339661,
0.20230720937252045,
-0.052663423120975494,
-0.22529040277004242,
-0.4994434118270874,
-0.10455095767974854,
0.6794660687446594,
-0.4855630099773407,
-0.027171021327376366,
-0.09621059894561768,
0.14155887067317963,
0.382930725812912,
-0.4804791808128357,
-0.13717350363731384,
0.042189907282590866,
0.3891296088695526,
0.18739089369773865,
0.2793758809566498,
0.10180643200874329,
-0.10393982380628586,
-0.005670780315995216,
-0.4104533791542053,
-0.12869395315647125,
-0.6553542017936707,
0.2697739005088806,
-0.18609578907489777,
-0.6879159808158875,
0.2666163444519043,
-0.3802706301212311,
-0.36992859840393066,
-1.1376359462738037,
0.11922954022884369,
0.09454618394374847,
-0.232587531208992,
-0.2708647847175598,
0.21597594022750854,
-0.20272578299045563,
-0.0042788079008460045,
0.14990931749343872,
0.33907073736190796,
-0.475695937871933,
-0.22956231236457825,
-0.1685217171907425,
-0.01487334631383419,
0.6687484383583069,
-0.432652086019516,
-0.03719786927103996,
0.15673516690731049,
-0.1745767593383789,
-0.09325899928808212,
0.3156905472278595,
0.2307509183883667,
0.04827111214399338,
-0.4871913492679596,
-0.14645437896251678,
0.0627509132027626,
-0.2898930013179779,
-0.08476024121046066,
-0.5061647891998291,
0.02000150829553604,
-0.0651836171746254,
-0.2520592510700226,
0.05426861718297005,
-0.5359027981758118,
0.11642297357320786,
-0.1594657450914383,
0.38371121883392334,
-0.3508301079273224,
0.4443206191062927,
0.1854686141014099,
-0.15040594339370728,
0.4208446741104126,
-0.18315166234970093,
0.24777650833129883,
-0.13142584264278412,
-0.32327187061309814,
0.7868441939353943,
0.5745322108268738,
-0.06243856996297836,
0.2569693326950073,
0.1708994060754776,
-0.1775258630514145,
0.6680364608764648,
0.21951919794082642,
0.35927632451057434,
0.11313983798027039,
-0.057187456637620926,
0.25642988085746765,
0.1284341961145401,
-0.5449708700180054,
-0.4505944550037384,
-0.22816208004951477,
-0.1439666599035263,
-0.3157896399497986,
-0.4209946393966675,
0.12698149681091309,
-0.05160584673285484,
0.19596442580223083,
0.4089243412017822,
0.08632120490074158,
0.2769221067428589,
-0.05304543673992157,
-0.11244969815015793,
0.327388733625412,
-0.09281517565250397,
0.3692118525505066,
0.15286174416542053,
0.1293240636587143,
0.09703504294157028,
0.3063909709453583,
0.39572951197624207,
0.3054772913455963,
-0.5606217980384827,
0.47496646642684937,
-0.11163106560707092,
0.21291229128837585,
-0.5251774191856384,
0.15505839884281158,
0.20251153409481049,
-0.5914140343666077,
-0.055381324142217636,
0.16262036561965942,
0.3294108808040619,
0.03473782539367676,
-0.23685228824615479,
-0.3118842840194702,
-0.06246866285800934,
-0.006309780292212963,
-0.21452653408050537,
-0.02283497340977192,
-0.14132684469223022,
0.007292261812835932,
-0.35896217823028564,
0.28842076659202576,
0.03571783006191254,
0.24501420557498932,
-0.7299437522888184,
0.003365393029525876,
0.021555351093411446,
0.2762671411037445,
-0.664228618144989,
-0.08323708921670914,
-0.3473524749279022,
0.054440438747406006,
0.055745262652635574,
0.34331363439559937,
-0.2872580885887146,
0.2554889917373657,
-0.0721551924943924,
-0.1318424493074417,
0.18561014533042908,
0.3475155234336853,
0.10814036428928375,
-0.18478605151176453,
-0.290166437625885,
0.4042932391166687,
-0.028233585879206657,
-0.3474648594856262,
-0.11275389045476913,
0.5463663935661316,
0.18606950342655182,
0.19543525576591492,
0.029945770278573036,
0.40560200810432434,
-0.5838556885719299,
0.08088264614343643,
-0.046311620622873306,
0.019083576276898384,
0.1674787700176239,
-0.06439745426177979,
0.2337215691804886,
0.06297693401575089,
-0.2365303337574005,
-0.4173875153064728,
0.11668416112661362,
0.06100330129265785,
0.1970365196466446,
-0.5093131065368652,
1.1668182611465454,
-0.3938452899456024,
0.09409377723932266,
0.6665586233139038,
-0.004776780493557453,
0.36433783173561096,
-0.4780750274658203,
-0.06870023906230927,
0.5088708400726318,
0.02194749377667904,
-0.28031131625175476,
-0.2653034031391144,
-0.09251242876052856,
0.12557578086853027,
0.09693228453397751,
0.0703766942024231,
0.5658426880836487,
-0.4837612807750702,
-0.00954920332878828,
-0.28336459398269653,
0.1513986885547638,
0.5804291367530823,
-0.35365384817123413,
0.29973700642585754,
-0.1553838551044464,
-0.06180179864168167,
0.37313312292099,
-0.19996067881584167,
-0.31671273708343506,
0.688399076461792,
-0.09674357622861862,
0.20521143078804016,
0.13342519104480743,
0.010126841254532337,
0.6132941842079163,
-0.913964569568634,
0.11832424253225327,
-0.23029156029224396,
0.19189947843551636,
-0.22845406830310822,
-0.3100855052471161,
0.4383133053779602,
-0.03660883754491806,
-0.14911729097366333,
-0.31235381960868835,
-0.07381204515695572,
0.19886620342731476,
-0.024603458121418953,
-0.1012159064412117,
0.8299400806427002,
0.28329819440841675,
0.041162703186273575,
-0.2068300098180771,
0.23193152248859406,
-0.7194736003875732,
-0.5862749218940735,
0.31500178575515747,
0.48281365633010864,
0.20696860551834106,
-0.2965579628944397,
0.20664924383163452,
-0.13127556443214417,
0.3480339050292969,
-0.2858513295650482,
0.18246789276599884,
0.20202425122261047,
0.09681840986013412,
-0.02259891666471958,
-0.04620155319571495,
0.29155391454696655,
-0.37393108010292053,
-0.25337016582489014,
-0.5371002554893494,
-0.4527750611305237,
-0.007099793758243322,
0.5188213586807251,
0.06322499364614487,
-0.1814504861831665,
-0.3106760084629059,
0.5045714974403381,
0.10013183206319809,
-0.30112791061401367,
0.279351145029068,
0.6602568626403809,
-0.5673500895500183,
-0.4257489740848541,
-0.36813515424728394,
0.6023980379104614,
0.5428785681724548,
-0.2725479006767273,
-0.11437370628118515,
-0.695900559425354,
-0.08767163008451462,
-0.20542669296264648,
-0.27490419149398804,
-0.27664971351623535,
-0.07695390284061432,
0.23396505415439606,
0.1363585889339447,
0.1593163013458252,
-0.05216646566987038,
0.35007110238075256,
-0.201415553689003,
-0.17827606201171875,
0.8481580018997192,
0.18742777407169342,
0.05696734040975571,
-0.025502506643533707,
-0.08164514601230621,
-0.22942587733268738,
-0.13322319090366364,
-0.17095685005187988,
-0.5008327960968018,
0.20111729204654694,
-6.32354211807251,
-0.08277157694101334,
-0.5639185309410095,
-0.6017186045646667,
-0.28647318482398987,
0.2252369225025177,
1.2516217231750488,
-0.13470393419265747,
0.105814628303051,
0.04668914154171944,
0.06822201609611511,
0.10542315989732742,
0.19381442666053772,
0.6270248889923096,
-0.006490778643637896,
0.15811192989349365,
0.5903040170669556,
0.4434799253940582,
0.06915377825498581,
0.30233699083328247,
0.14153850078582764,
-0.5340612530708313,
-0.23724666237831116,
0.4197685718536377,
0.1383926421403885,
0.1009659692645073,
-0.4766600430011749,
0.03956595063209534,
-0.3578113615512848,
0.251092791557312,
0.014944419264793396,
-0.2712646424770355,
-0.1369537115097046,
-0.2622501254081726,
0.1714342087507248,
0.3554748296737671,
-0.05717290937900543,
0.08000239729881287,
-0.1754777431488037,
-0.48082607984542847,
0.09468565136194229,
0.3103002607822418,
0.12344876676797867,
0.1754312664270401,
0.3255970776081085,
-0.15265096724033356,
-0.28806939721107483,
0.11271843314170837,
-0.6533548831939697,
0.5413112044334412,
0.26022768020629883,
-0.25327619910240173,
0.22195124626159668,
-0.23416531085968018,
-0.40916135907173157,
-0.2054433971643448,
0.3729567229747772,
-0.12362536042928696,
-0.1598920077085495,
0.3981742560863495,
0.06238828971982002,
-0.23041149973869324,
0.26666539907455444,
-0.5411557555198669,
-0.18541668355464935,
-0.06575126945972443,
-0.6418465971946716,
-0.4304848611354828,
0.16447123885154724,
0.25952771306037903,
-0.5936307907104492,
0.006140183191746473,
-0.09910856187343597,
-0.7784675359725952,
0.22564925253391266,
-0.27686282992362976,
0.22076097130775452,
0.11970320343971252,
-0.08944693952798843,
0.1537458300590515,
-0.06961263716220856,
-0.13920892775058746,
0.15753932297229767,
-0.056791748851537704,
0.1400635689496994,
-0.7215902805328369,
0.1599806696176529,
0.02104160003364086,
-0.25765788555145264,
-0.13071668148040771,
0.9661281108856201,
-0.5953952670097351,
0.4922181963920593,
-0.02535797283053398,
0.37405484914779663,
0.6576963067054749,
0.1968156099319458,
-0.0839698538184166,
-0.05384792387485504,
-0.7069138884544373,
0.5586192607879639,
0.07409588247537613,
0.03802653029561043,
-0.77283775806427,
-0.3346661329269409,
-0.14218363165855408,
0.09518743306398392,
0.3592527210712433,
0.45128169655799866,
-0.19075745344161987,
0.03323851898312569,
-0.0763520821928978,
-0.1574379950761795,
-0.8391256332397461,
0.36544156074523926,
0.08280521631240845,
0.1111242026090622,
0.049588531255722046,
0.2941073179244995,
-0.21700385212898254,
-0.049899276345968246,
0.09184452146291733,
-0.1647070050239563,
-0.0330066904425621,
-0.07713065296411514,
-0.12045170366764069,
-0.10687296837568283,
0.45385193824768066,
0.1319199502468109,
0.1712990701198578,
0.40098974108695984,
1.0308374166488647,
-0.14969851076602936,
-0.21133378148078918,
0.1023392304778099,
-0.448378324508667,
0.26727795600891113,
-0.24294514954090118,
0.07000266760587692,
-0.5483393669128418,
0.3297690451145172,
-0.035213910043239594,
-0.17771153151988983,
0.05821152776479721,
-0.06725355237722397,
-0.0711466372013092,
-0.16821961104869843,
-0.14848332107067108,
-0.005661146715283394,
0.06017675623297691,
0.020589135587215424,
-0.7203497290611267,
-0.13821886479854584,
0.16414648294448853,
0.28338056802749634,
-0.13442641496658325,
0.276413232088089,
0.16700316965579987,
-0.20497184991836548,
-0.33878645300865173,
0.519588828086853,
0.15643535554409027,
-0.9144284129142761,
0.03347349166870117,
0.09910044819116592,
0.4615188241004944,
-0.28936925530433655,
-0.3015846908092499,
0.5954745411872864,
1.0064822435379028,
-0.28938722610473633,
-0.7660560011863708,
-0.7931860685348511,
-0.37020236253738403,
0.3016293942928314,
-0.3150189220905304,
-0.2655412256717682,
0.10297773033380508,
0.03006625734269619,
-0.28166869282722473,
-0.26865050196647644,
0.14239920675754547,
-0.3446173667907715,
0.44510844349861145,
0.5481216907501221,
0.14466571807861328,
-0.20011569559574127,
-0.3201499283313751,
-0.10340237617492676,
0.038471098989248276,
0.32047146558761597,
0.3590695559978485,
-0.21441863477230072,
-0.15400813519954681,
0.10543140023946762,
-0.7769477963447571,
-0.27379631996154785,
0.3455367684364319,
-0.45383113622665405,
0.17463482916355133,
0.28665784001350403,
0.21518884599208832,
0.027137305587530136,
0.06078033894300461,
0.29578834772109985,
-0.3216235041618347,
0.22140727937221527,
0.19275394082069397,
-0.33549964427948,
0.002537964377552271,
-0.5076128244400024,
-0.47563493251800537,
-0.44180795550346375,
0.5169749855995178,
-0.21777823567390442,
0.33711501955986023,
-0.13396476209163666,
-0.5250387787818909,
-0.5757614970207214,
0.3325723111629486,
-0.08415539562702179,
0.257184237241745,
-0.411954790353775,
-0.18403661251068115,
-0.22258472442626953,
-0.2517535984516144,
0.6568048000335693,
-0.6267101764678955,
0.05500355735421181,
0.225732684135437,
0.025539716705679893,
0.2204245775938034,
0.403364360332489,
-0.137601837515831,
-0.44606533646583557,
-0.14764656126499176,
-0.1248336136341095,
0.03635556623339653,
-0.09062979370355606,
0.577984631061554,
-0.612086832523346,
0.1613837331533432,
-0.1346178948879242,
-0.7155687808990479,
-0.5062890648841858,
0.3303679823875427,
0.07838501036167145,
-0.028288880363106728,
-0.2628008723258972,
0.513700008392334,
-0.05411100760102272,
-0.161286398768425,
0.12641040980815887,
0.003998288419097662,
0.44329094886779785,
0.038527410477399826,
-0.1478126347064972,
-0.5451412796974182,
0.46274852752685547,
-0.024435309693217278,
-0.14552541077136993,
-0.24897803366184235,
-0.11521760374307632,
-0.5301075577735901,
0.12837696075439453,
0.24666181206703186,
-0.5688981413841248,
-0.3307611644268036,
0.4626474976539612,
-0.11379455775022507,
0.14052632451057434,
-0.3845316171646118,
0.6557760834693909,
0.48529914021492004,
0.34058281779289246,
-0.15190626680850983,
-0.10867282748222351,
-0.06343625485897064,
-0.2690829634666443,
0.3039912283420563,
-0.038248687982559204,
-0.08118819445371628,
0.040992025285959244,
0.06012061610817909,
0.13381566107273102,
-0.347398966550827,
0.38100165128707886,
0.16273871064186096,
0.05599277839064598,
-0.31366056203842163,
0.005340503063052893,
0.176539808511734,
-0.517180860042572,
0.24336792528629303,
0.07669583708047867,
0.33008572459220886,
0.6255133152008057,
0.5239736437797546,
-0.012493833899497986,
0.13278277218341827,
-0.24725276231765747,
0.5551411509513855,
0.421554297208786,
-0.4798012673854828,
0.07469728589057922,
0.0000641747101326473,
0.4478914141654968,
0.23820039629936218,
-0.04120433330535889,
0.3053402602672577,
0.4147678017616272,
0.37518078088760376,
0.3938743472099304,
0.9879477024078369,
-0.1999993920326233,
-0.1391615867614746,
-0.011708587408065796,
-0.0570942722260952,
0.47741976380348206,
0.3839781880378723,
0.12241705507040024,
0.5080352425575256,
0.24361306428909302,
-0.14445924758911133,
-0.42536330223083496,
0.38409098982810974,
-0.1852666437625885,
-0.01629711501300335,
0.2706030607223511,
0.20788981020450592,
0.1783212125301361,
0.6801003217697144,
-0.23644407093524933,
0.5223174095153809,
0.15171943604946136,
0.2356787621974945,
0.28713735938072205,
-0.6365852952003479,
-0.39610615372657776,
-0.09430205076932907,
0.7020663022994995,
0.07254243642091751,
0.0010645078727975488,
-0.002870321972295642,
-0.12184152752161026,
0.5074030160903931,
-0.19261237978935242,
-0.16634510457515717,
-0.24426394701004028,
0.49571022391319275,
0.0015318392543122172,
-0.11019600927829742,
-0.1689939796924591,
0.18444478511810303,
-0.29563114047050476,
-0.3678635358810425,
-0.02839844673871994,
-0.327705055475235,
-0.5424151420593262,
-0.24128828942775726,
0.3286123275756836,
0.5554375052452087,
-0.2801133990287781,
0.16069982945919037,
0.05017069727182388,
0.14498820900917053,
0.561699390411377,
0.1504427045583725,
-0.08596748113632202,
-0.05986243486404419,
-0.0027367768343538046,
0.41093212366104126,
-0.4749923646450043,
-0.045827995985746384,
0.10218165814876556,
-0.2077561616897583,
0.32645899057388306,
0.1067793145775795,
-0.5805620551109314,
0.22272424399852753,
-0.047813501209020615,
0.42436307668685913,
-0.05338714271783829,
-0.557785153388977,
-0.41997838020324707,
-0.08594531565904617,
-0.17485900223255157,
0.36285510659217834,
0.08482301980257034,
-0.11620720475912094,
0.3457257151603699,
-0.1107683777809143,
-0.1028609424829483,
0.4380529522895813,
-0.18435297906398773,
-0.46836021542549133,
0.13112680613994598,
0.5386167764663696,
0.15861369669437408,
0.14111942052841187,
-0.05981071665883064,
-0.4615228772163391,
-0.42456451058387756,
-0.014178120531141758,
-0.23460856080055237,
0.1521170288324356,
-0.6389817595481873,
0.05095990374684334,
-0.3137025237083435,
0.20785047113895416,
0.7478232383728027,
-0.06619178503751755,
-0.17646056413650513,
0.08137432485818863,
-0.34529659152030945,
0.13120785355567932,
0.578747034072876,
-0.26561835408210754,
0.010769560933113098,
-0.5577898025512695,
-0.17498667538166046,
0.12566746771335602,
0.5858889818191528,
0.29639557003974915,
0.10626524686813354,
-0.611788809299469,
0.08057218044996262,
0.1308412402868271,
-0.5031201839447021,
0.17142942547798157,
-0.006897997111082077,
-0.4117482006549835,
-0.5905455946922302,
0.27702149748802185,
-0.5452097058296204,
-0.05140717700123787,
0.4186044931411743,
-0.20273563265800476,
0.468017578125,
-0.08806698769330978,
-0.03980550915002823,
-0.389404296875,
0.44615644216537476,
0.13902868330478668,
0.2844163775444031,
0.1674075573682785,
-0.12608957290649414,
0.048948291689157486,
-0.38383781909942627,
0.16110864281654358,
-0.12535521388053894,
-0.11697332561016083,
0.12673068046569824,
0.05426231026649475,
0.05442248284816742,
0.07054942101240158,
-0.12544550001621246,
-0.8887748122215271,
-0.23978662490844727,
-0.46763381361961365
] |
Realtime web search refers to the retrieval of very fresh content which is in high demand. An effective portal web search engine must support a variety of search needs, including realtime web search. However, supporting realtime web search introduces two challenges not encountered in non-realtime web search: quickly crawling relevant content and ranking documents with impoverished link and click information. In this paper, we advocate the use of realtime micro-blogging data for addressing both of these problems. We propose a method to use the micro-blogging data stream to detect fresh URLs. We also use micro-blogging data to compute novel and effective features for ranking fresh URLs. We demonstrate these methods improve effective of the portal web search engine for realtime web search. | [
0.012645752169191837,
0.006787666119635105,
-0.009362244978547096,
-0.00176532834302634,
0.02035915106534958,
-0.01467129960656166,
0.010734912008047104,
0.011123031377792358,
-0.017448265105485916,
-0.019167933613061905,
-0.013541926629841328,
0.009747474454343319,
0.007662052754312754,
0.021321408450603485,
0.01687880977988243,
-0.012362435460090637,
-0.00028636911883950233,
-0.008180750533938408,
0.014613879844546318,
0.034878335893154144,
-0.005842848680913448,
-0.019611399620771408,
0.008829742670059204,
0.011310789734125137,
0.02753698267042637,
0.008929606527090073,
0.0036859021056443453,
-0.008308958262205124,
-0.009023608639836311,
0.009746266528964043,
0.0012310417369008064,
-0.012870749458670616,
0.022846117615699768,
-0.017586087808012962,
0.012750835157930851,
-0.007067088969051838,
-0.005047049839049578,
0.0174997728317976,
-0.016944248229265213,
-0.004079108592122793,
0.007619981653988361,
0.0002980762510560453,
0.0033318628557026386,
-0.0386396087706089,
-0.008492350578308105,
0.004776125308126211,
-0.0019508370896801353,
0.008486724458634853,
-0.012843979522585869,
0.008801610209047794,
-0.008272078819572926,
0.002726116683334112,
0.0013696998357772827,
0.008509276434779167,
-0.006593192927539349,
-0.00571941863745451,
0.01962382160127163,
0.013850616291165352,
-0.008619965054094791,
-0.01093770656734705,
-0.01386258564889431,
-0.020245514810085297,
0.01320102158933878,
-0.006233485881239176,
0.0029262809548527002,
-0.06663809716701508,
-0.020317528396844864,
0.007587446831166744,
-0.003787171095609665,
-0.013674148358404636,
-0.012523970566689968,
0.018001563847064972,
-0.01457339245826006,
-0.02149554342031479,
0.031919948756694794,
0.005999390035867691,
-0.01821257174015045,
-0.010104367509484291,
-0.013350512832403183,
0.019774574786424637,
0.00012133026029914618,
0.013956808485090733,
-0.018752675503492355,
0.027052218094468117,
0.0036810338497161865,
-0.0011458978988230228,
0.00102996826171875,
-0.0013841644395142794,
-0.027265649288892746,
-0.011910175904631615,
-0.023089123889803886,
-0.003354315645992756,
-0.00967132207006216,
-0.0018867983017116785,
-0.010856276378035545,
0.008309085853397846,
-0.0017082386184483767,
-0.012455634772777557,
0.0050628772005438805,
-0.0051369997672736645,
0.0020753059070557356,
0.002131221815943718,
0.017391234636306763,
-0.007264124229550362,
0.0046341982670128345,
0.01072254404425621,
0.0033290372230112553,
0.011641480028629303,
-0.018910355865955353,
0.00392710929736495,
-0.015887988731265068,
-0.019783133640885353,
-0.008689077571034431,
-0.001927271019667387,
0.011483829468488693,
0.007933581247925758,
-0.007127664051949978,
0.0018212230643257499,
0.00389980711042881,
-0.0010609985329210758,
0.02378559298813343,
0.0049795126542449,
0.03234938159584999,
0.009838446043431759,
0.009093379601836205,
-0.01419050619006157,
-0.016291312873363495,
-0.00415167398750782,
0.013237377628684044,
-0.0004364417400211096,
-0.013406778685748577,
-0.004764570854604244,
0.02030629850924015,
-0.020057907328009605,
0.012046661227941513,
-0.0038219676353037357,
-0.0336989164352417,
-0.03452745079994202,
0.013944562524557114,
-0.01571532152593136,
0.011702179908752441,
0.010829498991370201,
-0.0021017282269895077,
0.016329925507307053,
-0.007947726175189018,
-0.0010120655642822385,
0.04561873525381088,
0.011239219456911087,
-0.0025651324540376663,
-0.027296505868434906,
0.012299646623432636,
-0.03209603577852249,
-0.011717489920556545,
-0.004871490877121687,
0.01834128610789776,
0.010281525552272797,
-0.012684615328907967,
-0.007905722595751286,
-0.02316613681614399,
0.007782576605677605,
0.01181390043348074,
0.00040422286838293076,
0.00517924502491951,
0.009839498437941074,
-0.0031641351524740458,
-0.00478607602417469,
-0.023709896951913834,
0.01102379523217678,
0.013234266079962254,
0.0029811025597155094,
0.0005158566636964679,
0.0037972163408994675,
-0.025189382955431938,
0.007505862507969141,
-0.016716452315449715,
-0.006089320406317711,
0.007383545860648155,
0.007455518469214439,
-0.0040366495959460735,
0.0669340044260025,
-0.007513654883950949,
0.01138303242623806,
0.012879032641649246,
0.01878453977406025,
0.008121182210743427,
-0.008575682528316975,
0.008118263445794582,
-0.011409353464841843,
-0.00585337495431304,
0.02040225639939308,
-0.016665585339069366,
-0.02076568827033043,
0.01190405897796154,
-0.023248039186000824,
0.02650315873324871,
0.004259755834937096,
0.003393728518858552,
-0.0009245036635547876,
0.0101180924102664,
-0.015378985553979874,
0.017145635560154915,
-0.0036719790659844875,
-0.0035138558596372604,
-0.01896093413233757,
0.0018606239464133978,
-0.0006429762579500675,
0.0066914791241288185,
-0.013558096252381802,
0.017046120017766953,
0.012660464271903038,
0.004957817494869232,
0.026057668030261993,
-0.014735639095306396,
-0.017494425177574158,
-0.012934042140841484,
0.01883368194103241,
0.011974283494055271,
-0.019613368436694145,
-0.008371353149414062,
-0.016153769567608833,
-0.0030854232609272003,
-0.0059721930883824825,
0.011080700904130936,
-0.01849830150604248,
0.016654565930366516,
0.018913354724645615,
-0.005066912621259689,
0.01583104208111763,
0.0009444556199014187,
0.004391869064420462,
-0.002828956348821521,
-0.012771986424922943,
-0.007026040926575661,
-0.014002257958054543,
0.015367327257990837,
-0.036634840071201324,
0.007550069130957127,
-0.018444199115037918,
0.010363789275288582,
-0.011812414973974228,
0.0017793257720768452,
0.0035541655961424112,
-0.015646032989025116,
0.0005132972728461027,
-0.00003414321690797806,
0.008268453180789948,
-0.0027768979780375957,
-0.01323249377310276,
0.002136199502274394,
-0.009853782132267952,
0.0017146577592939138,
-0.00521731935441494,
0.004468422848731279,
0.016056964173913002,
-0.004862669855356216,
0.022789642214775085,
0.0069396961480379105,
0.00946729350835085,
0.02642851322889328,
0.022170940414071083,
-0.0005009582964703441,
0.0067521631717681885,
0.0052708531729876995,
-0.019873792305588722,
0.03781002759933472,
0.007321720011532307,
0.002075550379231572,
-0.010611460544168949,
-0.00571361742913723,
0.0004264602903276682,
-0.0006884121103212237,
-0.008681530132889748,
-0.0025152445305138826,
-0.08157522976398468,
-0.014248432591557503,
0.025619108229875565,
-0.005705197807401419,
0.017058534547686577,
-0.02334260381758213,
-0.013902183622121811,
0.022360969334840775,
-0.013949837535619736,
0.04507928341627121,
-0.005542319267988205,
-0.004400327801704407,
-0.015893585979938507,
-0.008091757073998451,
0.012479881756007671,
-0.020411983132362366,
0.015337254852056503,
-0.01868152618408203,
0.01192824263125658,
0.02214854396879673,
-0.01112351007759571,
-0.011951192282140255,
-0.015864478424191475,
0.008921651169657707,
-0.017233651131391525,
-0.0012159687466919422,
0.003975274041295052,
0.014510584063827991,
0.0010529151186347008,
-0.003060063347220421,
-0.0028147653210908175,
-0.01706431619822979,
-0.03637959808111191,
0.007019126787781715,
0.01816777139902115,
0.013766741380095482,
-0.03044537827372551,
-0.011569886468350887,
0.002754604909569025,
-0.004166364669799805,
0.01695423200726509,
-0.0012550512328743935,
-0.030392885208129883,
0.0006758621893823147,
0.01043226569890976,
0.01737879402935505,
-0.001489480258896947,
0.002470653038471937,
0.00861405860632658,
-0.023840876296162605,
-0.006283486261963844,
-0.01617780700325966,
-0.007031728979200125,
0.009713837876915932,
0.00508302915841341,
-0.01581740751862526,
-0.05075760930776596,
0.0044960686936974525,
-0.01099427044391632,
-0.00107265030965209,
0.022435646504163742,
-0.03183883801102638,
-0.007740869652479887,
0.029582243412733078,
-0.01921485923230648,
-0.020330771803855896,
-0.000502353417687118,
-0.0003039916045963764,
0.012915797531604767,
0.02479923516511917,
0.0005519853439182043,
-0.011451898142695427,
0.0013275782112032175,
-0.005522117950022221,
-0.013507488183677197,
-0.022002890706062317,
-0.013477463275194168,
-0.008162399753928185,
0.001625971170142293,
-0.022864028811454773,
-0.005918088369071484,
0.008602747693657875,
0.01716853305697441,
0.011443272233009338,
-0.000701808137819171,
-0.001247895648702979,
-0.0012159915640950203,
-0.000012777687516063452,
0.0019939085468649864,
-0.014270775020122528,
0.037173543125391006,
-0.008650396019220352,
0.012076192535459995,
0.002235208638012409,
0.004016056656837463,
0.007288415916264057,
-0.004628391936421394,
-0.02244671620428562,
-0.019439341500401497,
0.010724564082920551,
0.007380790542811155,
0.0006410491187125444,
0.0020017880015075207,
-0.011874362826347351,
0.02996879070997238,
0.009730411693453789,
-0.017842339351773262,
0.00917988270521164,
-0.006735077127814293,
-0.014805639162659645,
0.016690386459231377,
0.013308247551321983,
-0.014507843181490898,
0.02075853943824768,
0.008667627349495888,
0.028639746829867363,
0.022989684715867043,
-0.0335867702960968,
0.0716094970703125,
0.009589474648237228,
0.018127504736185074,
-0.009536302648484707,
-0.01460676733404398,
-0.009797298349440098,
0.01423715427517891,
-0.010963929817080498,
0.02347956970334053,
-0.0014255307614803314,
0.013920925557613373,
0.011171589605510235,
0.010561984032392502,
0.022694772109389305,
0.012015784159302711,
-0.00015024887397885323,
0.014788507483899593,
0.004340015817433596,
0.015685072168707848,
0.0163962971419096,
-0.01540213543921709,
-0.006605446804314852,
-0.015873514115810394,
0.04488315433263779,
0.008882144466042519,
-0.006842794828116894,
-0.0118095763027668,
-0.014900211244821548,
0.000806034542620182,
0.0018277248600497842,
0.02115882933139801,
-0.010682040825486183,
-0.0013386118225753307,
-0.008681504055857658,
0.04719802737236023,
-0.0042610373347997665,
-0.0032272934913635254,
-0.02000517025589943,
-0.006849820259958506,
0.0010721455328166485,
0.04682132601737976,
-0.019207347184419632,
0.0247375275939703,
0.009713837876915932,
0.04188412427902222,
0.007669797632843256,
-0.015154872089624405,
-0.007651868276298046,
-0.011255959048867226,
0.011691486462950706,
0.010280199348926544,
0.0055901226587593555,
0.012016698718070984,
0.0018192847492173314,
-0.009110059589147568,
-0.01900397427380085,
0.030676953494548798,
-0.007449658587574959,
0.009792696684598923,
0.006780844181776047,
-0.0355064794421196,
-0.003312225453555584,
-0.0065061962231993675,
0.0027945255860686302,
-0.01829727552831173,
-0.013151746243238449,
0.0067255012691020966,
-0.015701226890087128,
0.031271886080503464,
-0.03022453933954239,
0.0008438809309154749,
-0.006142477039247751,
-0.027183014899492264,
-0.026723505929112434,
0.0043573398143053055,
-0.02352544665336609,
-0.014827996492385864,
-0.012730657123029232,
-0.008274846710264683,
0.019063225015997887,
0.021930404007434845,
0.0004345806082710624,
0.023316554725170135,
0.0033454285003244877,
0.00398947624489665,
0.018735677003860474,
-0.0015467626508325338,
-0.07448916137218475,
-0.009900511242449284,
0.03206128627061844,
-0.009679882787168026,
0.014348320662975311,
0.011468770913779736,
-0.010585020296275616,
-0.0050061969086527824,
0.0023258922155946493,
0.0017669930821284652,
0.001801331527531147,
-0.0038896191399544477,
0.011395147070288658,
0.008387409150600433,
0.006401980295777321,
0.002682653721421957,
-0.022327259182929993,
0.004135127179324627,
0.008586638607084751,
0.013498594053089619,
0.0008910214528441429,
-0.03754144161939621,
-0.008200164884328842,
0.009795582853257656,
0.0038477694615721703,
-0.0805840939283371,
-0.025935400277376175,
0.02081367000937462,
0.004911262542009354,
-0.036701180040836334,
-0.023191899061203003,
0.024555042386054993,
0.0029931613244116306,
-0.03912460803985596,
-0.01804303750395775,
-0.021293751895427704,
-0.014093862846493721,
-0.01982605829834938,
0.025298545137047768,
0.021475590765476227,
-0.0019286929164081812,
0.023518595844507217,
-0.012517014518380165,
-0.0072408393025398254,
0.0008264537900686264,
0.0033232280984520912,
-0.003787645138800144,
-0.007198695093393326,
-0.0002548275515437126,
-0.013300245627760887,
-0.002675615018233657,
0.008547728881239891,
0.008258748799562454,
0.002314504701644182,
0.01644953340291977,
0.004643576685339212,
-0.0024039477575570345,
-0.008022207766771317,
-0.003534829244017601,
-0.007443930953741074,
-0.009155308827757835,
-0.028701722621917725,
0.004266979638487101,
-0.0032563640270382166,
-0.012163382023572922,
-0.009867310523986816,
-0.010462348349392414,
-0.022684819996356964,
-0.00956006720662117,
-0.017620353028178215,
0.016745613887906075,
0.003732512006536126,
-0.007748715579509735,
-0.00450355326756835,
-0.0202152281999588,
0.004650687333196402,
-0.012197906151413918,
0.01521410420536995,
-0.006052433978766203,
0.01274041086435318,
0.006678848527371883,
-0.012002939358353615,
0.004600331652909517,
-0.024020813405513763,
0.023386869579553604,
-0.00776921771466732,
0.025200216099619865,
-0.013179617002606392,
0.07172375172376633,
-0.03630197048187256,
0.020210999995470047,
-0.007069663610309362,
0.00613024178892374,
-0.0016083763912320137,
-0.014972446486353874,
-0.0013871763367205858,
0.00998210720717907,
-0.017195601016283035,
0.00010085664689540863,
-0.018270935863256454,
-0.021632825955748558,
0.0015528179937973619,
0.007532087154686451,
0.020915310829877853,
0.016764923930168152,
0.006968249566853046,
0.004319609142839909,
0.03173857927322388,
-0.009517344646155834,
0.01052984781563282,
0.012594213709235191,
0.004528348334133625,
0.014470528811216354,
0.007540570106357336,
-0.012536777183413506,
-0.014562812633812428,
-0.021901600062847137,
-0.032745979726314545,
-0.03342818468809128,
-0.009359296411275864,
0.003773765405640006,
0.017059871926903725,
0.025982460007071495,
-0.01732856221497059,
-0.005877344869077206,
0.002533918246626854,
-0.016758307814598083,
-0.01990285888314247,
0.0016695146914571524,
-0.006744519341737032,
-0.002428462728857994,
0.0010631456971168518,
0.015624012798070908,
0.007462507113814354,
-0.0007835905998945236,
-0.011945044621825218,
0.0374407134950161,
0.0060206204652786255,
0.005317014642059803,
0.0038309276569634676,
0.0016079917550086975,
-0.021759945899248123,
0.0029034430626779795,
-0.026360612362623215,
-0.0055393194779753685,
0.008212758228182793,
0.014362344518303871,
-0.008618619292974472,
0.000900877290405333,
-0.01221485622227192,
-0.0007490413263440132,
0.013379346579313278,
0.008389173075556755,
0.020351633429527283,
-0.025117922574281693,
-0.020674122497439384,
0.0034773279912769794,
0.0120017034932971,
-0.003268531057983637,
0.007508811075240374,
0.003486249130219221,
-0.01206361223012209,
-0.011198235675692558,
0.007112992461770773,
-0.005219100974500179,
0.010240186005830765,
0.007507330738008022,
0.0004542069509625435,
-0.005634828470647335,
-0.030404524877667427,
-0.008306353352963924,
0.0011734201107174158,
-0.021016208454966545,
0.007323954254388809,
0.003443298162892461,
0.01160008180886507,
-0.008175350725650787,
0.011956244707107544,
0.004762749653309584,
-0.006622029468417168,
0.005169405601918697,
-0.006080114748328924,
0.006323348265141249,
0.03582184016704559,
-0.020501580089330673,
0.0075158048421144485,
-0.030984634533524513,
0.028570201247930527,
0.019424661993980408,
0.0013207593001425266,
-0.00047992728650569916,
-0.006971218157559633,
-0.01221748162060976,
-0.00986355822533369,
-0.015848878771066666,
0.013914966955780983,
-0.02531462162733078,
0.0054731713607907295,
-0.01606888882815838,
-0.019873330369591713,
0.013927546329796314,
0.01922272890806198,
0.003075109329074621,
-0.0009744414128363132,
0.005316703114658594,
-0.002386684762313962,
0.016727380454540253,
-0.00642378069460392,
0.007349561899900436,
-0.02055378258228302,
0.0051621682941913605,
-0.005144475027918816,
-0.020293187350034714,
-0.006647104397416115,
-0.007097121328115463,
-0.013211164623498917,
0.015492117963731289,
0.0039257169701159,
0.0001363462070003152,
0.0003746473230421543,
-0.008457006886601448,
-0.015903573483228683,
-0.03155875951051712,
0.03762693330645561,
0.011209448799490929,
-0.015133724547922611,
0.013564042747020721,
-0.005575786344707012,
0.0005515101365745068,
-0.027946030721068382,
0.001003060955554247,
-0.006281864829361439,
0.007650722749531269,
-0.011944912374019623,
0.010995907709002495,
-0.014490248635411263,
-0.001031501218676567,
-0.016468387097120285,
0.02273073047399521,
0.012595321983098984,
0.031947195529937744,
-0.007718442473560572,
0.021011870354413986,
0.008527002297341824,
0.004607176873832941,
0.02343582734465599,
-0.03192839026451111,
0.02338419482111931,
0.005696684122085571,
0.010600055567920208,
-0.014978358522057533,
0.020315563306212425,
0.021571805700659752,
0.021145211532711983,
0.0009643761441111565,
0.004086359869688749,
0.0358148068189621,
-0.004235925618559122,
-0.02722480706870556,
-0.017462607473134995,
0.009417880326509476,
0.004280331544578075,
0.0018529121298342943,
-0.01539656613022089,
0.00024019647389650345,
0.012130875140428543,
-0.03146541863679886,
0.0022505521774291992,
-0.01133800856769085,
0.007935663685202599,
-0.004462645389139652,
-0.012644589878618717,
-0.006993133574724197,
-0.004803936462849379,
-0.0030005089938640594,
-0.016508471220731735,
0.01762865111231804,
-0.000041243620216846466,
0.014754783362150192,
-0.011834551580250263,
-0.014191729947924614,
-0.02028343267738819,
0.0198497511446476,
-0.026633210480213165,
0.009740562178194523,
-0.02151455543935299,
0.010214123874902725,
0.0010291591752320528,
0.01871638372540474,
-0.000007497408660128713
] | [
0.16084995865821838,
-0.13962699472904205,
0.3936845064163208,
0.5823484063148499,
0.2527400553226471,
-0.30623486638069153,
-0.07045809924602509,
-0.03398073837161064,
-0.11517579108476639,
-0.6233803033828735,
-0.376836359500885,
0.6733649373054504,
0.10810104757547379,
0.10107655078172684,
-0.027383485808968544,
0.47142231464385986,
0.341181218624115,
0.3417864739894867,
0.015327571891248226,
-0.489653617143631,
-0.540610134601593,
0.0038446998223662376,
0.081876739859581,
-0.1312657594680786,
-0.03066903166472912,
-0.03011249750852585,
0.20981638133525848,
0.4520508050918579,
-0.3812205493450165,
-0.537407636642456,
-0.3219752609729767,
0.03731260076165199,
-0.36589664220809937,
-0.20692433416843414,
0.38566529750823975,
-0.21275171637535095,
-0.3785116374492645,
0.01636360026896,
-0.2068873792886734,
-0.4424915015697479,
0.08615678548812866,
0.3986680507659912,
-0.019463805481791496,
0.5867433547973633,
-0.38400915265083313,
-0.5926180481910706,
-1.548208236694336,
-0.16486592590808868,
-0.25417664647102356,
-0.2097393423318863,
0.05164632573723793,
0.4520173668861389,
0.21066288650035858,
0.3608269989490509,
-0.17525140941143036,
0.6374476552009583,
-0.10149545222520828,
-0.15205389261245728,
0.16690000891685486,
-0.46879318356513977,
0.07902058213949203,
-0.3156408965587616,
-0.5184770226478577,
0.10657191276550293,
-0.026793470606207848,
0.1803242564201355,
0.25096750259399414,
-0.5090134739875793,
-0.4291408360004425,
-0.055031467229127884,
0.47263863682746887,
-0.26895594596862793,
-0.24385683238506317,
0.42799827456474304,
-0.6718307137489319,
0.2327365130186081,
0.2838825285434723,
-0.07152312994003296,
-0.04906248673796654,
0.15429602563381195,
-0.32142916321754456,
0.29166728258132935,
0.4109390377998352,
-0.1301867663860321,
0.6101123690605164,
0.1662406474351883,
-0.04502920061349869,
0.6395472288131714,
-0.46184349060058594,
0.7583081722259521,
0.20792517066001892,
-0.5345446467399597,
0.3073557913303375,
0.5853923559188843,
0.31739503145217896,
0.41260138154029846,
0.30673229694366455,
-0.019393397495150566,
0.37754496932029724,
0.2827197015285492,
-0.43003442883491516,
-0.2098633497953415,
0.42394036054611206,
-0.047207772731781006,
-0.10795354843139648,
-0.34276697039604187,
-0.6610513925552368,
-0.6575390100479126,
-0.0990007221698761,
0.31832796335220337,
-0.32122400403022766,
0.706696093082428,
-0.09471447020769119,
-0.03141989931464195,
-0.06082567200064659,
0.08416195958852768,
-0.25907501578330994,
-0.17644889652729034,
-0.3472900092601776,
0.20310340821743011,
0.1095564067363739,
1.1968846321105957,
0.11418864130973816,
0.14043079316616058,
0.23829512298107147,
0.261354923248291,
0.9487800002098083,
0.26978105306625366,
-0.2527385652065277,
-0.059922073036432266,
0.4345691502094269,
1.2528245449066162,
-0.2127193957567215,
-0.14420458674430847,
-0.20189176499843597,
-0.2916293144226074,
0.6703789234161377,
0.16711226105690002,
0.2948301434516907,
-0.22654935717582703,
-0.5243096947669983,
-0.7036927342414856,
-0.2573232650756836,
0.03762895241379738,
0.17273245751857758,
-0.08182328939437866,
0.13207364082336426,
-0.680668294429779,
-0.2731820344924927,
-0.07514165341854095,
-0.12902335822582245,
0.3996913731098175,
-1.0466328859329224,
-0.2808549106121063,
-0.3189193308353424,
0.8072266578674316,
-0.037142522633075714,
-0.21286824345588684,
-0.017596181482076645,
0.2626502215862274,
-0.15970245003700256,
0.30580398440361023,
-0.7856789827346802,
-0.10225995630025864,
-0.16694968938827515,
-0.4711913466453552,
0.04720489680767059,
0.7622858881950378,
0.11159085482358932,
0.23644445836544037,
-0.19087928533554077,
0.14221550524234772,
-0.2734414041042328,
-0.5092900395393372,
-0.007242551539093256,
0.49662095308303833,
0.4459746479988098,
0.2482311874628067,
0.08857261389493942,
-0.22433997690677643,
-0.7577019929885864,
0.06216869503259659,
0.06394702941179276,
-0.4224742352962494,
0.01139945536851883,
-0.10119087249040604,
0.560728907585144,
0.23282210528850555,
-0.10111954063177109,
-0.3873196244239807,
-0.8151998519897461,
-0.18622714281082153,
0.20924986898899078,
-1.3296157121658325,
1.2819552421569824,
-0.08348719775676727,
-0.052439309656620026,
1.4775686264038086,
-0.6270853281021118,
0.09581311047077179,
0.1286860853433609,
0.7707006335258484,
0.20371443033218384,
-0.4080009460449219,
-0.3402644991874695,
-0.2929527759552002,
0.3262596130371094,
-0.17797212302684784,
-0.20652981102466583,
0.3041272461414337,
0.9013755917549133,
0.23735633492469788,
0.21322101354599,
-0.4352351427078247,
-0.07483062148094177,
0.25268518924713135,
-0.2677115499973297,
0.47686895728111267,
0.16704198718070984,
-0.10355648398399353,
1.4693013429641724,
-0.4735012352466583,
0.5351865887641907,
0.7343999147415161,
-0.23591990768909454,
0.5301353931427002,
0.03414632007479668,
0.16918857395648956,
0.8976373076438904,
-0.7156221866607666,
0.010057259351015091,
-0.0005832012975588441,
-0.083694227039814,
-0.4897145926952362,
-0.2046680897474289,
0.25542429089546204,
0.151676207780838,
-0.39362338185310364,
-0.05158931016921997,
0.3301500380039215,
-0.19784075021743774,
0.09707846492528915,
-0.48006007075309753,
0.46458157896995544,
0.16638441383838654,
-0.369323194026947,
-0.8856686353683472,
0.3652467727661133,
-0.5930404663085938,
-0.4442209303379059,
0.28935930132865906,
0.3548998534679413,
-0.12390472739934921,
-0.3888428509235382,
-0.022164463996887207,
-0.1952054500579834,
-0.6195659637451172,
-0.061525121331214905,
0.11578460037708282,
0.2319965958595276,
0.3635837435722351,
0.2301453948020935,
0.15814530849456787,
0.08651362359523773,
-0.1228310763835907,
-0.08768901973962784,
-0.44462716579437256,
-0.917450487613678,
0.20884431898593903,
0.881546676158905,
-0.010032848455011845,
0.13463720679283142,
-0.48291489481925964,
0.4057793617248535,
-0.08573293685913086,
-0.3252803087234497,
0.33113276958465576,
0.4043831527233124,
-0.7018718719482422,
-0.30233582854270935,
-0.016971537843346596,
0.42066967487335205,
0.4194495975971222,
-0.5752173066139221,
-0.8482459187507629,
-0.3631134033203125,
0.10172495990991592,
-0.02359730191528797,
-0.7076876759529114,
0.004303723573684692,
-0.5263434052467346,
0.2664206027984619,
-0.13269825279712677,
-0.3748505413532257,
0.7439272403717041,
0.4724668860435486,
0.018977945670485497,
0.07724646478891373,
0.46861374378204346,
-0.08338543027639389,
-0.44147592782974243,
0.16083213686943054,
-0.13098502159118652,
-0.41663771867752075,
0.08063706010580063,
-0.7372843623161316,
-0.2828088402748108,
0.23827560245990753,
-5.740235328674316,
-0.2217935025691986,
-0.632802426815033,
-0.016660034656524658,
-0.5926902294158936,
-0.3216971158981323,
0.6481533646583557,
-0.13234135508537292,
0.020115410909056664,
0.17908412218093872,
0.3122493624687195,
0.3627769947052002,
-0.018079092726111412,
0.21020513772964478,
0.1659504473209381,
0.20696914196014404,
0.852883517742157,
0.899795413017273,
-0.0181239265948534,
-0.2031581848859787,
-0.10609612613916397,
0.17936690151691437,
-0.1359899938106537,
0.5420042276382446,
0.5080695152282715,
0.08140396326780319,
-0.8232218027114868,
0.03109256736934185,
-0.12191370874643326,
-0.2749359905719757,
0.3227787911891937,
-0.22008082270622253,
0.1979132890701294,
-0.20662517845630646,
0.524745523929596,
0.1893700808286667,
0.32005810737609863,
-0.025765543803572655,
0.09219978749752045,
-0.3195785582065582,
0.5031028985977173,
0.5641948580741882,
-0.18556447327136993,
-0.08907725661993027,
0.36745452880859375,
-0.4988233745098114,
-0.15408603847026825,
0.44317513704299927,
0.15370352566242218,
0.5928710103034973,
-0.46692854166030884,
-0.15830953419208527,
0.575872540473938,
-0.13531602919101715,
-0.024945272132754326,
-0.29942256212234497,
0.330133855342865,
0.1407548189163208,
-0.27105262875556946,
0.001255929353646934,
0.09964978694915771,
-0.6126421689987183,
-0.02847357653081417,
-0.7316913604736328,
-0.642171323299408,
0.33355915546417236,
-0.6771826148033142,
-0.6112418174743652,
0.41143420338630676,
0.41683661937713623,
-0.6164631247520447,
0.44214531779289246,
0.8528400659561157,
-0.16993092000484467,
0.5403842926025391,
-0.23286254703998566,
-0.21280258893966675,
0.11859766393899918,
-0.25764524936676025,
0.12443549185991287,
0.029602110385894775,
-0.25957000255584717,
-0.3436433970928192,
0.12750838696956635,
0.15877199172973633,
-0.767619252204895,
0.029097164049744606,
-0.4787948727607727,
-0.30750972032546997,
0.37187960743904114,
0.8234463334083557,
-0.45611101388931274,
0.24950215220451355,
0.4302104115486145,
0.6210771799087524,
0.47833138704299927,
0.3742581605911255,
0.3344554305076599,
0.18070216476917267,
-0.5474231839179993,
0.917037308216095,
0.022542931139469147,
-0.09586776047945023,
-0.7864400744438171,
0.14573781192302704,
0.14176775515079498,
-0.2505359351634979,
-0.22590084373950958,
0.7438769936561584,
-0.17730413377285004,
-0.3791603147983551,
0.05049753189086914,
-0.5210088491439819,
0.21478044986724854,
-0.05551883950829506,
-0.009704437106847763,
-0.283132940530777,
0.09827080368995667,
0.11387745290994644,
-0.09707173705101013,
0.17199164628982544,
0.20581993460655212,
0.3716091811656952,
-0.13981646299362183,
0.5333418250083923,
-0.1791466474533081,
0.21494470536708832,
0.4275551438331604,
-0.074592724442482,
-0.30569660663604736,
0.4358174204826355,
0.12847623229026794,
-0.2532667815685272,
0.007770320866256952,
0.18803450465202332,
-0.30090758204460144,
0.07475331425666809,
-0.0012227467959746718,
0.3177882134914398,
-0.48719120025634766,
0.15883620083332062,
-0.36821797490119934,
0.028612948954105377,
0.004161661025136709,
0.33272281289100647,
0.23255977034568787,
-0.049044713377952576,
-0.1549881100654602,
-0.4000006914138794,
0.25642144680023193,
-0.4962484538555145,
-0.20235149562358856,
0.1089436262845993,
-0.24492745101451874,
-0.08228185027837753,
-0.32574763894081116,
0.03370117023587227,
0.16597537696361542,
0.17557384073734283,
-0.46414321660995483,
0.4029516279697418,
-0.13193753361701965,
-0.4200141727924347,
0.4632415771484375,
0.29878804087638855,
0.013442802242934704,
-0.8295637965202332,
0.05151846632361412,
-0.041411008685827255,
0.815803050994873,
0.0693480521440506,
-0.28098899126052856,
-0.5082442164421082,
-0.5428683161735535,
0.03205465152859688,
-0.20350880920886993,
0.14781908690929413,
0.5072313547134399,
0.181783527135849,
-0.15009154379367828,
0.36091098189353943,
-0.6269260048866272,
0.006609453819692135,
-0.16408808529376984,
0.9460028409957886,
-0.35838446021080017,
0.12330375611782074,
0.017678653821349144,
-0.43298089504241943,
-0.17967717349529266,
0.2451775223016739,
0.6236569881439209,
0.9004684686660767,
-0.20982246100902557,
0.30623748898506165,
-0.7567747235298157,
0.23930417001247406,
0.1072583943605423,
0.004724133759737015,
-0.5925350785255432,
0.08373013883829117,
0.4182993173599243,
-1.0292342901229858,
0.42015835642814636,
0.02484234794974327,
-0.40945401787757874,
0.044637132436037064,
-0.18515019118785858,
0.1152125746011734,
-0.20329312980175018,
-0.9372405409812927,
-0.39288103580474854,
0.1526261866092682,
0.11194000393152237,
-0.332757830619812,
0.10223367810249329,
0.41843411326408386,
-0.11450103670358658,
-0.5080695748329163,
0.10964516550302505,
0.23614579439163208,
-0.2355494648218155,
-0.4647600054740906,
0.2569541931152344,
-0.11176154762506485,
0.02532156929373741,
0.44216907024383545,
-0.5481818318367004,
-0.4728498160839081,
-0.19191661477088928,
-0.0959811881184578,
-0.2038036435842514,
0.4558757543563843,
-0.16013973951339722,
-0.15537004172801971,
0.00283799902535975,
0.395330011844635,
0.2761232852935791,
0.03358975425362587,
0.028514863923192024,
0.12000732868909836,
0.6542677283287048,
-0.4358329176902771,
-0.3210259974002838,
-0.1797039955854416,
0.5966823697090149,
0.3866637349128723,
-0.18030807375907898,
-1.3944664001464844,
-0.23708735406398773,
0.7046179175376892,
-0.5932261943817139,
-0.2174220234155655,
-0.41589605808258057,
0.44817912578582764,
-0.321957528591156,
-0.3619888126850128,
-0.3696739375591278,
-0.06578338146209717,
0.16682462394237518,
0.20009809732437134,
-0.6318022012710571,
-0.34301578998565674,
-0.46527978777885437,
0.6801656484603882,
0.41534295678138733,
-0.23527832329273224,
-0.9618405699729919,
0.05969405919313431,
-0.49784258008003235,
0.45576736330986023,
0.29605841636657715,
0.1605646312236786,
0.879676103591919,
0.40730154514312744,
0.02060452289879322,
-0.7738538980484009,
-0.18534716963768005,
-0.10979235917329788,
-0.1212298721075058,
-0.08006124943494797,
-0.2783012390136719,
-0.3793092370033264,
-0.3295762836933136,
0.28544381260871887,
0.009712223894894123,
0.41356563568115234,
0.22978609800338745,
-0.15782321989536285,
-0.3301926553249359,
-0.38222646713256836,
0.3884566128253937,
-0.11499985307455063,
0.06237219646573067,
-0.23518908023834229,
0.16349638998508453,
0.30172300338745117,
-0.019763121381402016,
-0.03639202192425728,
-0.24543610215187073,
0.18402211368083954,
0.6983337998390198,
0.7056828737258911,
-1.1483880281448364,
0.9875949621200562,
0.26662778854370117,
0.1093979924917221,
0.36175158619880676,
0.25998973846435547,
-0.2944030463695526,
0.635254442691803,
0.24613825976848602,
0.24628020823001862,
0.6442311406135559,
-0.008980005979537964,
-0.24412347376346588,
0.1365479677915573,
-0.33658450841903687,
0.45300257205963135,
0.1507827788591385,
-0.012699276208877563,
0.2668798267841339,
0.5269737839698792,
-0.34826791286468506,
-0.07032079994678497,
0.5231165289878845,
-0.7378683686256409,
-0.04690868780016899,
0.024793867021799088,
-0.16740398108959198,
0.2773379385471344,
0.731124758720398,
-0.37677958607673645,
-0.03867781534790993,
-0.007680450566112995,
0.3916512429714203,
0.4498598873615265,
-0.39363619685173035,
-0.4555782377719879,
0.37975335121154785,
0.7821972370147705,
-0.0038870619609951973,
-0.29333755373954773,
0.139718160033226,
-0.3599485158920288,
0.7831973433494568,
0.4608073830604553,
0.37648946046829224,
-0.46562057733535767,
0.26390451192855835,
0.0850878432393074,
0.1367630809545517,
-0.18369357287883759,
-0.06003259867429733,
-0.2580795884132385,
-0.689158022403717,
0.2511773705482483,
-0.3876868188381195,
0.26036185026168823,
0.3285291790962219,
0.14450639486312866,
0.660396158695221,
0.025423439219594002,
-0.3651748597621918,
-0.309321790933609,
-0.22496695816516876,
0.1984257847070694,
0.29826241731643677,
0.03732406347990036,
0.048639290034770966,
-0.39813143014907837,
0.42342498898506165,
-0.3647896647453308,
0.19717897474765778,
0.20064572989940643,
-0.40556883811950684,
0.4532877504825592,
0.4093449115753174,
-0.41803309321403503,
0.18105736374855042,
-0.05555487424135208,
0.05372248589992523,
0.09090734273195267,
-0.007009315304458141,
-0.012640770524740219,
-0.05729135870933533,
-0.2058265209197998,
0.046214114874601364,
0.15025292336940765,
-0.40466418862342834,
0.052014805376529694,
-0.7910947799682617,
-0.36506393551826477,
0.1578502207994461,
-0.021181460469961166,
-0.40257012844085693,
-0.038409505039453506,
1.0380327701568604,
0.34604066610336304,
0.2014392912387848,
-0.06191251799464226,
0.035298898816108704,
-0.17770615220069885,
0.7585346698760986,
-0.8459014892578125,
0.4395377039909363,
-0.8403394222259521,
0.06827612966299057,
-0.7713136672973633,
0.32733646035194397,
0.40888094902038574,
0.34491363167762756,
-0.28102198243141174,
-0.3753950297832489,
-0.2512674927711487,
0.08712756633758545,
0.17186959087848663,
-0.35784491896629333,
0.3149898946285248,
-0.1664169281721115,
-0.5323183536529541,
-0.189225435256958,
0.6600387692451477,
-0.3588172197341919,
0.5011979937553406,
-0.5714249610900879,
-0.17744028568267822,
0.7516831159591675,
-0.6717495918273926,
-0.05202886834740639,
0.14213770627975464,
-0.13656553626060486,
-0.5741623640060425,
0.6597633361816406,
-0.28161537647247314,
0.18248704075813293,
-0.07638456672430038,
0.1332361251115799,
0.38278117775917053,
-0.6471184492111206,
-0.30210229754447937,
-0.13709452748298645,
-0.08698805421590805,
0.11914656311273575,
-0.3128044307231903,
0.35357072949409485,
0.09436465054750443,
-0.21927472949028015,
-0.8383359909057617,
0.36599093675613403,
-0.10903418064117432,
-0.3918009400367737,
0.3445182144641876,
0.005764433182775974,
-0.5314799547195435,
0.43188542127609253,
-0.07030773162841797,
-0.7956348657608032,
-0.18365594744682312,
-0.01638653874397278
] |
Periodicy detection in time series data is a challenging pro blem of great importance in many applications. Most previous work focused on mining synchronous p eriodic patterns and did not recognize misaligned presence of a pattern due to the intervention of r andom noise. In this paper, we propose a more flexible model of asynchronous periodic pattern that ma y be present only within a subsequence and whose occurrences may be shifted due to disturbance. Two parametersmin rep andmax dis are employed to specify the minimum number of repetitions th at is required within each segment of non-disrupted pattern occurrences and the maximum allowed disturbance between any two successive valid segments. Upon satisfying these two requirements, th e longest valid subsequence of a pattern is returned. A two phase algorithm is devised to first generate p o ntial periods by distance-based pruning followed by an iterative procedure to derive and validat e candidate patterns and locate the longest valid subsequence. We also show that this algorithm can not o nly provide linear time complexity with respect to the length of the sequence but also achieve space e ffici ncy. | [
0.004383311606943607,
0.0215299129486084,
-0.008044091984629631,
0.021585261449217796,
0.021625865250825882,
-0.009174520149827003,
0.008395734243094921,
-0.010566528886556625,
-0.009917104616761208,
0.008807388134300709,
-0.005014451686292887,
0.009633246809244156,
-0.019077880308032036,
0.0036903582513332367,
0.0041616689413785934,
0.01860559731721878,
-0.003961093258112669,
-0.028302354738116264,
0.00111245212610811,
-0.01899838261306286,
-0.0055352794006466866,
0.01096169464290142,
0.008681898936629295,
0.003537548705935478,
0.00024200789630413055,
0.006285978481173515,
0.011316562071442604,
-0.028814293444156647,
0.00011739740148186684,
0.0021630292758345604,
-0.00668280478566885,
-0.03451237082481384,
0.015867307782173157,
0.008867225609719753,
-0.0031895344145596027,
0.009600158780813217,
-0.003210083581507206,
0.01209164783358574,
0.008281166665256023,
-0.005262034945189953,
0.028644409030675888,
-0.002623331965878606,
0.0038712667301297188,
-0.003057329449802637,
-0.00911826640367508,
0.0049362787976861,
-0.0016724163433536887,
0.004175263922661543,
-0.01787874475121498,
0.004457556642591953,
-0.013019230216741562,
0.021900441497564316,
-0.005642087198793888,
0.014098990708589554,
-0.005340957082808018,
-0.023939523845911026,
0.016465626657009125,
0.004268494900316,
-0.013555208221077919,
0.009221374988555908,
0.005108829587697983,
-0.0022225677967071533,
0.004311616066843271,
0.0017062071710824966,
-0.03024936094880104,
-0.06726498156785965,
-0.005871294531971216,
-0.004160449840128422,
0.008075482212007046,
-0.0029475665651261806,
0.0018817116506397724,
0.003205426037311554,
-0.03694795444607735,
0.019027044996619225,
0.013868818059563637,
0.005703152623027563,
-0.01199547853320837,
-0.012623488903045654,
-0.017944229766726494,
0.012336542829871178,
-0.0049998098984360695,
-0.01083362940698862,
-0.010270911268889904,
-0.0032889253925532103,
-0.033973876386880875,
0.005634276196360588,
-0.00887933000922203,
0.029642030596733093,
-0.022477515041828156,
0.020447945222258568,
0.020127611234784126,
-0.005349612329155207,
-0.018531523644924164,
0.00397527776658535,
-0.010359259322285652,
0.02684648707509041,
0.0015451294602826238,
-0.0032969433814287186,
0.01257435604929924,
-0.007975474931299686,
-0.011684626340866089,
-0.0006123059429228306,
0.020444661378860474,
-0.016710596159100533,
0.0017359273042529821,
0.005446796305477619,
-0.01725512556731701,
0.011431289836764336,
-0.013902070000767708,
0.0011054349597543478,
0.0034626605920493603,
-0.013898184522986412,
-0.008154617622494698,
-0.00094085797900334,
-0.010951087810099125,
0.011796432547271252,
0.0038841248024255037,
0.016257546842098236,
0.008415350690484047,
-0.0003261130768805742,
0.021841980516910553,
0.0016643386334180832,
0.004744702018797398,
0.01715138740837574,
0.004165751859545708,
0.011060389690101147,
0.004617068916559219,
-0.007777783088386059,
0.017055904492735863,
-0.005253407638520002,
-0.007861791178584099,
-0.00039573258254677057,
0.005860190838575363,
0.008789819665253162,
-0.00026606256142258644,
-0.0029048873111605644,
-0.009874308481812477,
-0.00619443878531456,
-0.008952378295361996,
-0.004246926866471767,
0.01966693252325058,
0.006965129170566797,
-0.0036980467848479748,
0.015358622185885906,
0.005520343780517578,
-0.00037506851367652416,
0.018389888107776642,
0.014874685555696487,
0.007435504347085953,
-0.025257758796215057,
0.01228951197117567,
0.008234148845076561,
-0.029738295823335648,
-0.010402538813650608,
-0.00998710747808218,
-0.018380101770162582,
-0.01742912456393242,
-0.0006807799218222499,
-0.007582828868180513,
0.01626768708229065,
-0.019965458661317825,
0.0007272781804203987,
0.005651593208312988,
0.008387122303247452,
0.013663076795637608,
0.018730517476797104,
-0.023072732612490654,
-0.003329636063426733,
-0.011671645566821098,
-0.0029071602039039135,
-0.0013977213529869914,
0.01569560170173645,
-0.0054042283445596695,
0.003508510533720255,
0.011755074374377728,
-0.006792665459215641,
-0.009292853064835072,
0.0055076321586966515,
-0.018330197781324387,
0.06712795794010162,
-0.006092105992138386,
-0.014718383550643921,
0.009369492530822754,
0.005516822449862957,
0.03811277449131012,
-0.025206927210092545,
-0.025929328054189682,
0.0011628750944510102,
-0.0032083955593407154,
0.024890977889299393,
0.00276458403095603,
-0.01105713751167059,
-0.009685227647423744,
0.007886869832873344,
0.009371748194098473,
0.0014668548246845603,
-0.003689531469717622,
-0.0013942106161266565,
-0.007766234688460827,
0.0017910879105329514,
0.0007989314035512507,
0.008985253050923347,
0.0022880416363477707,
0.008683685213327408,
0.023346196860074997,
0.00011580693535506725,
-0.009027675725519657,
-0.02786385640501976,
-0.015722356736660004,
0.015609273687005043,
0.019956789910793304,
-0.011280881240963936,
0.005667426623404026,
-0.0014736000448465347,
0.003564008977264166,
-0.00607831496745348,
0.024177219718694687,
0.0005266566295176744,
-0.016691453754901886,
-0.01229763962328434,
0.0025250869803130627,
0.00875549204647541,
-0.00219668447971344,
-0.0041465749964118,
0.011880340985953808,
-0.008068308234214783,
0.0033811787143349648,
0.011243864893913269,
0.0012625778326764703,
-0.00758162559941411,
0.0013253689976409078,
-0.004165436141192913,
-0.00880269892513752,
0.007772725075483322,
0.02609267085790634,
0.003387864213436842,
0.009745699353516102,
-0.021212585270404816,
0.007375721354037523,
-0.011781741864979267,
-0.001343833515420556,
-0.00025982107035815716,
0.007060992065817118,
-0.015089530497789383,
0.01949487440288067,
0.010528430342674255,
0.009413047693669796,
0.011321362107992172,
-0.0020247423090040684,
-0.006332880817353725,
0.0006868642522022128,
-0.022485826164484024,
-0.009874415583908558,
0.024649210274219513,
0.012967575341463089,
-0.00629375409334898,
0.0034566419199109077,
0.0034942585043609142,
0.023422852158546448,
0.0010280720889568329,
-0.0020053074695169926,
0.0009669834980741143,
0.01047283411026001,
-0.007167602423578501,
-0.004154597409069538,
-0.0065155536867678165,
0.005168563220649958,
0.0009937032591551542,
0.003418941283598542,
-0.02647116780281067,
0.0016697247046977282,
-0.00660592969506979,
-0.0016173881012946367,
-0.08173392713069916,
-0.005733050871640444,
0.010745328851044178,
0.0006592150311917067,
0.004915184807032347,
-0.00803807470947504,
0.009383298456668854,
0.0202871672809124,
-0.01416979543864727,
-0.0075597274117171764,
0.026246327906847,
0.001659587025642395,
-0.008750740438699722,
0.004193175584077835,
0.0075102923437952995,
-0.006091156974434853,
0.0058293649926781654,
0.001477391691878438,
0.006545904092490673,
-0.01271936483681202,
0.013962792232632637,
0.008316204883158207,
0.003742958651855588,
-0.00023502088151872158,
-0.02643929049372673,
0.0001329672522842884,
-0.005309026688337326,
0.010350498370826244,
0.023896288126707077,
0.0010230548214167356,
-0.02036246284842491,
-0.01777348853647709,
-0.00698290579020977,
0.00395499961450696,
0.00884261541068554,
0.009148555807769299,
-0.019553007557988167,
-0.024120036512613297,
-0.011776052415370941,
0.010484223254024982,
0.005472549702972174,
0.005467598792165518,
0.00038451096042990685,
0.01775650680065155,
-0.009259193204343319,
0.01663440465927124,
0.0053522102534770966,
-0.009892238304018974,
0.014762567356228828,
0.015286121517419815,
0.027222909033298492,
-0.00864293985068798,
-0.005334320478141308,
0.012494098395109177,
-0.0004314613761380315,
-0.016234921291470528,
0.0020155934616923332,
-0.008563611656427383,
-0.0059930505231022835,
-0.005508607719093561,
-0.001300714910030365,
-0.007332480512559414,
-0.00773009005934,
0.013981431722640991,
-0.006620158441364765,
-0.034737348556518555,
0.008208537474274635,
0.0021191323176026344,
0.012960161082446575,
-0.012276189401745796,
0.03215864673256874,
0.01045035570859909,
0.007822215557098389,
-0.0005168421776033938,
0.003291160101071,
-0.014527472667396069,
-0.015637261793017387,
-0.013994423672556877,
-0.006656380835920572,
0.0033417255617678165,
0.0026849976275116205,
-0.0009440412977710366,
0.01508139818906784,
-0.001841581193730235,
-0.02041388675570488,
0.005283849313855171,
0.008460335433483124,
0.00010889791883528233,
0.010376515798270702,
-0.006414333358407021,
0.02840697020292282,
0.03009617142379284,
-0.013601362705230713,
0.0065862443298101425,
0.014937085099518299,
0.0028242359403520823,
-0.003435666672885418,
0.009422420524060726,
0.018013570457696915,
0.006865174975246191,
0.0014030830934643745,
-0.0024689235724508762,
-0.013216963037848473,
-0.013119570910930634,
-0.031148621812462807,
0.004011556506156921,
-0.014518603682518005,
-0.00728882011026144,
-0.006324491463601589,
-0.0030549706425517797,
-0.02357546240091324,
-0.012110533192753792,
-0.003319490235298872,
0.009351116605103016,
0.006434331648051739,
0.00029566697776317596,
0.006822516676038504,
0.01799021288752556,
0.0730644166469574,
0.004334110766649246,
0.003380343783646822,
-0.011075275018811226,
-0.02119547687470913,
-0.007539978716522455,
-0.022349750623106956,
0.013950161635875702,
0.004420533310621977,
-0.015193674713373184,
0.010836385190486908,
-0.007336955051869154,
-0.008702854625880718,
-0.0007314691320061684,
-0.013844029977917671,
-0.02416345849633217,
0.002435475355014205,
0.005279882345348597,
-0.010242858901619911,
0.009442845359444618,
0.0035519427619874477,
-0.0038164518773555756,
-0.004791266284883022,
0.00800668727606535,
-0.004652469418942928,
-0.0037884716875851154,
-0.006586698815226555,
-0.015969429165124893,
-0.013927326537668705,
0.003064221702516079,
-0.001900558709166944,
-0.017274677753448486,
-0.00517865689471364,
-0.011890428140759468,
0.013331949710845947,
0.0008125051390379667,
-0.00651291199028492,
0.0030791161116212606,
0.003477223915979266,
0.0021545044146478176,
0.018561895936727524,
-0.01239181961864233,
0.005667548161000013,
0.004296148661524057,
0.007775765843689442,
0.011541174724698067,
-0.021641094237565994,
-0.004635571502149105,
0.010629186406731606,
0.013410137966275215,
-0.010289253666996956,
0.0001272927038371563,
0.010509464889764786,
0.008264572359621525,
0.02105255052447319,
-0.015034910291433334,
0.020198607817292213,
-0.011325272731482983,
0.01113927736878395,
-0.0022368584759533405,
-0.008035198785364628,
-0.01943080872297287,
0.003122630761936307,
-0.013306338340044022,
0.004431450739502907,
-0.012328317388892174,
-0.002485433593392372,
-0.014510457403957844,
-0.004372515715658665,
0.024784764274954796,
0.0013100486248731613,
0.0290987566113472,
0.0005509508773684502,
-0.018892617896199226,
-0.002085602842271328,
-0.006919735111296177,
0.0024232896976172924,
-0.00665571354329586,
0.015868403017520905,
0.0004904810339212418,
0.003253683215007186,
0.017327502369880676,
0.0033695390447974205,
0.018697183579206467,
0.0026827738620340824,
0.0002468125894665718,
-0.022328928112983704,
-0.07558884471654892,
0.0059519498609006405,
0.011672028340399265,
-0.002975507639348507,
-0.006720632314682007,
0.012307352386415005,
-0.0055338540114462376,
0.003955370746552944,
0.009511800482869148,
-0.00505380192771554,
0.011789796873927116,
-0.005264705047011375,
0.019798973575234413,
0.004075892269611359,
0.005556296557188034,
0.01590147614479065,
-0.008371300995349884,
-0.00230765575543046,
0.010926035232841969,
0.0037879087030887604,
0.003953792620450258,
-0.018760889768600464,
-0.0006399820558726788,
-0.007965216413140297,
-0.0017469968879595399,
-0.08197294175624847,
-0.016965512186288834,
0.0015948957297950983,
0.009474996477365494,
-0.016629762947559357,
0.03233668953180313,
0.030816463753581047,
-0.005750513635575771,
-0.031651124358177185,
-0.010568304918706417,
0.012483291327953339,
-0.01277698203921318,
0.01978437229990959,
-0.004813882056623697,
-0.0002720900811254978,
-0.0026580437552183867,
0.01707843691110611,
-0.024731090292334557,
-0.0032978069502860308,
-0.015849612653255463,
-0.017056899145245552,
0.003347340039908886,
-0.005651273764669895,
-0.012533217668533325,
-0.00695862527936697,
-0.029545467346906662,
-0.007914876565337181,
0.00886305421590805,
0.025413522496819496,
-0.006002064328640699,
-0.004478807095438242,
-0.013406826183199883,
0.0024614077992737293,
0.010961785912513733,
-0.009523334912955761,
-0.012223570607602596,
0.027150288224220276,
-0.009922904893755913,
-0.015744738280773163,
-0.017904821783304214,
-0.0003220894141122699,
0.01648389734327793,
0.005100187845528126,
-0.0023465296253561974,
-0.035240016877651215,
0.002841497538611293,
0.0007629388710483909,
-0.012629637494683266,
-0.002881944878026843,
0.012749130837619305,
0.0023173680528998375,
-0.008085329085588455,
0.01845804788172245,
-0.004395269323140383,
0.02174818143248558,
0.007284051738679409,
0.002515204483643174,
0.009305321611464024,
-0.022015996277332306,
0.0010636270744726062,
-0.003632768988609314,
0.010289348661899567,
-0.025459691882133484,
0.07217331230640411,
-0.008960041217505932,
0.016728341579437256,
-0.025242678821086884,
-0.009028282947838306,
0.0005795301985926926,
-0.031082509085536003,
-0.00028612930327653885,
-0.0028257211670279503,
-0.014067085459828377,
-0.004115396644920111,
-0.001260655466467142,
0.035040270537137985,
0.006461632438004017,
0.0037992033176124096,
0.02665216289460659,
0.009657250717282295,
0.01713426038622856,
0.023936521261930466,
-0.013248447328805923,
-0.030059024691581726,
0.03358200564980507,
-0.020480243489146233,
-0.03325822204351425,
0.0035462272353470325,
-0.006445720326155424,
0.010733095929026604,
-0.006687103305011988,
-0.03824155032634735,
-0.011241838335990906,
-0.0063975658267736435,
-0.007537218742072582,
-0.000012331758625805378,
0.0011573359370231628,
0.009888160042464733,
-0.009922987781465054,
0.0015265848487615585,
0.005396468564867973,
0.006641224958002567,
-0.0029608793556690216,
0.01306411623954773,
0.010027216747403145,
0.007009546272456646,
-0.017547715455293655,
-0.0005402746610343456,
0.03668399155139923,
0.012483153492212296,
0.004316346254199743,
0.00892721675336361,
0.006187997292727232,
-0.006006414536386728,
0.005863639526069164,
0.005452110432088375,
-0.018526138737797737,
-0.008143064565956593,
0.02224804274737835,
0.003813580609858036,
0.012901420705020428,
0.015654128044843674,
0.013930914923548698,
-0.006958352401852608,
-0.006897793151438236,
0.003252746071666479,
-0.0072435857728123665,
-0.01710645481944084,
0.00303571461699903,
-0.015835989266633987,
-0.016360297799110413,
-0.0021767746657133102,
0.01155765075236559,
-0.015036974102258682,
0.009647831320762634,
0.0003622109943535179,
0.011164197698235512,
0.01091370452195406,
0.011898601427674294,
0.003549494780600071,
0.01587996631860733,
0.011722128838300705,
0.009886696934700012,
-0.012203804217278957,
-0.0018146841321140528,
0.0030659253243356943,
-0.006112445145845413,
0.022055836394429207,
0.004198023583739996,
-0.01625216379761696,
0.0035009155981242657,
0.0035075275227427483,
0.007650366052985191,
0.0038332249969244003,
0.0026187694165855646,
0.0003177656908519566,
0.008567607961595058,
0.001367772463709116,
0.03313303738832474,
0.014258278533816338,
0.006523811258375645,
-0.010513227432966232,
0.0038437608163803816,
0.009157474152743816,
-0.010585551150143147,
-0.021050171926617622,
-0.012282289564609528,
-0.005345041863620281,
0.011906543746590614,
0.024697035551071167,
0.006945159286260605,
-0.020394757390022278,
-0.01795525662600994,
-0.024123933166265488,
0.0017061176477000117,
0.011810526251792908,
-0.0016178869409486651,
0.012496582232415676,
0.018425296992063522,
-0.01683136820793152,
-0.005244521424174309,
0.016319619491696358,
-0.006863041780889034,
-0.009653260931372643,
-0.006855497136712074,
-0.02455347776412964,
0.022918283939361572,
-0.011256727389991283,
-0.022436462342739105,
-0.007356805726885796,
0.015277845785021782,
0.003652791725471616,
-0.0098757054656744,
0.014573834836483002,
0.013322200626134872,
0.010261001996695995,
-0.006940779741853476,
0.0036982838064432144,
-0.012182776816189289,
0.009116802364587784,
-0.0017492896877229214,
0.0033509957138448954,
-0.013929681852459908,
0.013979209586977959,
-0.004353984724730253,
0.0026935040950775146,
-0.010696271434426308,
0.00737763661891222,
-0.011012342758476734,
-0.0015416236128658056,
0.013569111004471779,
0.00940190814435482,
-0.008066648617386818,
0.0003416037652641535,
0.010251285508275032,
0.022541046142578125,
-0.0026426841504871845,
0.011835526674985886,
0.00878232717514038,
0.005890363827347755,
0.016037682071328163,
-0.01594061404466629,
0.007339933421462774,
-0.0042809690348804,
-0.021311789751052856,
-0.002425106707960367,
0.0009854284580796957,
0.007533807307481766,
0.009266195818781853,
0.029638107866048813,
0.035887300968170166,
-0.010139565914869308,
0.002125965431332588,
-0.007186138536781073,
0.01054789125919342,
-0.008793645538389683,
0.018206562846899033,
-0.014007151126861572,
-0.005481680855154991,
-0.004718225449323654,
-0.008809853345155716,
0.0002876309445127845,
-0.001879484741948545,
0.017146969214081764,
-0.01983729377388954,
-0.004036787897348404,
-0.008585484698414803,
-0.013142341747879982,
-0.003851661691442132,
-0.00990210473537445,
0.0052291154861450195,
-0.0032877514604479074,
0.0030339364893734455,
-0.0016187024302780628,
-0.0006181509234011173,
-0.011988678947091103,
-0.005806902423501015,
-0.01175425760447979,
-0.003789304755628109,
0.017412567511200905,
-0.01738736405968666,
0.0025617596693336964,
0.003010240150615573,
0.0037328172475099564,
0.011227227747440338
] | [
-0.06470125168561935,
-0.49976685643196106,
0.3917698860168457,
0.3110824227333069,
0.036282699555158615,
0.21296299993991852,
0.5540338754653931,
-0.3695214092731476,
-0.4557361900806427,
-0.1659351885318756,
-0.19840997457504272,
0.33317995071411133,
-0.4127950668334961,
0.23917783796787262,
-0.03706633299589157,
0.7346401810646057,
0.9596850872039795,
-0.1730559915304184,
-0.523533284664154,
-0.805784285068512,
0.2045203149318695,
0.09514235705137253,
0.6085039973258972,
-0.5275046825408936,
-0.2872641682624817,
0.17324472963809967,
0.2972859740257263,
0.49578046798706055,
-0.14887088537216187,
0.2203950434923172,
-0.33136987686157227,
0.9187294244766235,
-0.328151136636734,
0.16859249770641327,
0.31910279393196106,
0.5943620800971985,
0.22321604192256927,
-0.11071343719959259,
-0.04210686683654785,
-0.45597440004348755,
0.4929439127445221,
-0.24199388921260834,
-0.6353940963745117,
-0.07517081499099731,
-0.792542576789856,
-0.5383886694908142,
-1.520621418952942,
-0.39902588725090027,
-0.41055166721343994,
-0.6683995127677917,
-0.19344910979270935,
0.4299773573875427,
0.8337253928184509,
0.19147548079490662,
-0.13613702356815338,
0.11507634073495865,
-0.8233633041381836,
-0.5752753615379333,
0.4550964832305908,
0.4418516159057617,
-0.06245323643088341,
-0.44018423557281494,
-0.28133079409599304,
0.2974405884742737,
-0.2980479300022125,
0.7500537037849426,
0.11559302359819412,
-0.25400081276893616,
-0.12990914285182953,
0.23254047334194183,
0.25434014201164246,
-0.2233879119157791,
-0.04515082389116287,
0.2374403476715088,
-0.6617751717567444,
0.46997302770614624,
0.06775045394897461,
0.1047147810459137,
-0.18592731654644012,
0.21551787853240967,
-0.17917484045028687,
0.08771347254514694,
1.0412088632583618,
-0.5560856461524963,
0.46700459718704224,
-0.053340401500463486,
-0.48660963773727417,
0.6538674831390381,
-0.4650239646434784,
0.3818345367908478,
-0.14365237951278687,
-0.4165671169757843,
0.1722913235425949,
0.5711596012115479,
-0.07864309102296829,
0.2107563018798828,
-0.2361176311969757,
-0.17935946583747864,
0.7056751847267151,
0.35371851921081543,
-0.21362395584583282,
0.2323242723941803,
0.12043382227420807,
-0.22087953984737396,
0.03241630643606186,
-0.45977240800857544,
-0.554145097732544,
-0.45092469453811646,
-0.8905103802680969,
0.04900014400482178,
-1.043172001838684,
0.25862014293670654,
0.2174825221300125,
-0.12802837789058685,
-0.06904745101928711,
0.13823960721492767,
0.25753888487815857,
0.23500989377498627,
0.0003714914491865784,
0.34337344765663147,
0.30468568205833435,
0.9238385558128357,
0.45986610651016235,
0.17119035124778748,
0.04472718760371208,
0.11876893788576126,
0.6251245737075806,
0.40005257725715637,
-0.3685477077960968,
0.42535388469696045,
-0.24613353610038757,
0.9658611416816711,
-0.09872026741504669,
0.020019348710775375,
0.15169303119182587,
-0.7051826119422913,
-0.24761654436588287,
-0.01411127857863903,
0.1757970005273819,
0.4861241579055786,
0.05427085980772972,
-0.16540956497192383,
-0.35975930094718933,
-0.24855826795101166,
0.02615993097424507,
-0.20300759375095367,
-0.3110527992248535,
-0.2808706760406494,
-0.08368810266256332,
0.30832579731941223,
-0.07466194778680801,
0.21381832659244537,
-0.5275923609733582,
-0.18169951438903809,
-0.8983758687973022,
-0.6959956884384155,
-0.38310372829437256,
0.2878706455230713,
-0.5827209949493408,
0.3279457092285156,
-0.19783566892147064,
0.36067497730255127,
-0.32661768794059753,
-0.2586928606033325,
0.1529550552368164,
-0.6135082244873047,
0.4467461407184601,
0.2923842966556549,
0.10174001008272171,
0.02897115796804428,
-0.14471235871315002,
-0.012832287698984146,
-0.07733075320720673,
-0.2421397566795349,
0.14759503304958344,
0.44916239380836487,
0.12747129797935486,
0.005329489707946777,
0.015471480786800385,
-0.14185628294944763,
-0.7377779483795166,
-0.10421878844499588,
0.30581894516944885,
-0.5758349299430847,
0.6040976047515869,
0.16954387724399567,
0.5107486248016357,
0.1742679625749588,
-0.014506862498819828,
-0.3800421953201294,
-0.04339819774031639,
0.49100351333618164,
0.31969282031059265,
-0.9512576460838318,
0.44357508420944214,
0.41975513100624084,
-0.1313510686159134,
1.0556252002716064,
0.1902877539396286,
0.3591747581958771,
0.14034920930862427,
-0.2541362941265106,
0.11509054899215698,
0.12267980724573135,
-0.3354364037513733,
0.10448270291090012,
-0.06213165074586868,
0.29761409759521484,
-0.39042314887046814,
0.10448433458805084,
0.3767041862010956,
-0.3199682831764221,
-0.019611384719610214,
0.042017530649900436,
0.2037835419178009,
-0.102203868329525,
0.10743941366672516,
-0.31345829367637634,
0.05664202943444252,
-0.12218061834573746,
0.5566238164901733,
-0.5978623032569885,
0.23104695975780487,
0.652847409248352,
-0.06322842836380005,
0.6770572662353516,
0.3720278739929199,
0.00790444202721119,
0.8793131113052368,
-0.8241793513298035,
-0.05437077581882477,
-0.6107758283615112,
0.4489353597164154,
-0.24442850053310394,
0.3441725969314575,
0.33678075671195984,
0.07408584654331207,
-0.11066017299890518,
-0.12787315249443054,
-0.22789424657821655,
-0.09141385555267334,
0.19245310127735138,
-0.4377865493297577,
0.5755869150161743,
-0.0997287854552269,
-0.19879935681819916,
0.021641261875629425,
0.408549040555954,
-0.7863088250160217,
-0.2552728056907654,
0.47800108790397644,
0.17837288975715637,
0.07910599559545517,
-0.9296650886535645,
-0.3351249694824219,
-0.29971784353256226,
0.02190413326025009,
-0.5840249061584473,
-0.010042846202850342,
0.29477789998054504,
-0.3672354221343994,
0.25486505031585693,
0.07029633969068527,
-0.4160268306732178,
-0.3659296929836273,
-0.7729169130325317,
-0.6045635342597961,
-0.3650016188621521,
0.5523168444633484,
0.3571496605873108,
0.22915850579738617,
-0.15309876203536987,
-0.5218923091888428,
0.18650345504283905,
-0.5364668369293213,
-0.7840510606765747,
-0.13113375008106232,
0.45143675804138184,
-1.0909225940704346,
-0.37552011013031006,
0.00906106736510992,
0.6737326979637146,
0.75706946849823,
-0.1248912364244461,
-1.210353136062622,
-0.2752463221549988,
-0.08757036924362183,
-0.05856839939951897,
-0.13837434351444244,
-0.4005740284919739,
-0.49939265847206116,
0.3892003893852234,
-0.21262329816818237,
-0.15759526193141937,
-0.16579453647136688,
0.6910104751586914,
-0.1335761845111847,
0.07518932223320007,
0.36754006147384644,
-0.12830610573291779,
-0.35764747858047485,
0.10537771880626678,
-0.3097158968448639,
-0.10289324074983597,
-0.1435554176568985,
-0.31500887870788574,
-0.6299497485160828,
0.48761916160583496,
-5.7279744148254395,
0.06540300697088242,
-0.24991844594478607,
-0.1069730892777443,
-0.39330318570137024,
0.2817894220352173,
1.4169036149978638,
0.2466340959072113,
0.30605706572532654,
0.2339969128370285,
0.016018448397517204,
-0.09050313383340836,
0.021276086568832397,
0.5815120935440063,
0.4986937940120697,
-0.5012333393096924,
0.2962498068809509,
-0.10298124700784683,
0.45020556449890137,
0.23914308845996857,
0.2689700722694397,
-0.0030237736646085978,
0.3463582694530487,
0.3322584331035614,
-0.030511733144521713,
-0.14184384047985077,
-0.6385331749916077,
0.11744784563779831,
-0.4990072548389435,
-0.3283288776874542,
-0.19098660349845886,
-0.569193959236145,
-0.25673907995224,
-0.20296655595302582,
0.2762882113456726,
0.43658843636512756,
0.37810567021369934,
0.01669023558497429,
0.061311274766922,
-0.6576092839241028,
0.33864858746528625,
0.4294581413269043,
0.3837074935436249,
-0.04454222694039345,
-0.1702139973640442,
0.6758930087089539,
-0.19809335470199585,
-0.06064070016145706,
-0.07677054405212402,
0.6762468814849854,
-0.3696712851524353,
-0.37746062874794006,
0.23114021122455597,
-0.06254208087921143,
-0.06901226192712784,
-0.35172829031944275,
0.04477641358971596,
0.004476489964872599,
-0.3112143576145172,
0.406864196062088,
-0.004824834410101175,
-0.36906754970550537,
0.22926650941371918,
-0.5627967119216919,
-0.3454883396625519,
0.37685608863830566,
-0.9840112328529358,
0.12964332103729248,
0.9014194011688232,
0.07689344882965088,
-0.4172525107860565,
-0.32265013456344604,
-0.06764798611402512,
-0.6257311105728149,
0.6203783750534058,
0.1175912544131279,
0.3725862205028534,
0.004273847211152315,
-0.2566598951816559,
0.12020545452833176,
-0.2190333902835846,
-0.40704211592674255,
0.5786774158477783,
0.32868874073028564,
0.5995674133300781,
-0.33567503094673157,
-0.06700195372104645,
-0.059043996036052704,
-0.44292280077934265,
-0.046181466430425644,
0.2885211110115051,
-0.12404483556747437,
0.5245257616043091,
0.2872774302959442,
0.7928151488304138,
0.6414269208908081,
0.6074346899986267,
0.2070462852716446,
0.5640451908111572,
-0.16269658505916595,
0.5255834460258484,
-0.38798317313194275,
0.0945962443947792,
-0.9064369201660156,
-0.26419898867607117,
0.41676080226898193,
-0.5125942230224609,
0.1185571551322937,
0.429431676864624,
-0.09380780160427094,
0.21847578883171082,
0.12156298756599426,
-0.377076119184494,
0.01051764190196991,
0.267022967338562,
-0.177352175116539,
-0.12301596254110336,
-0.15698042511940002,
0.4999215006828308,
-0.013371511362493038,
-0.34911760687828064,
0.04629555717110634,
-0.4112173020839691,
0.540378749370575,
0.028951041400432587,
-0.44602125883102417,
0.1366557478904724,
0.6110539436340332,
0.03485054150223732,
0.07082702219486237,
0.09169762581586838,
0.1564168483018875,
-0.6801943778991699,
-0.2972298860549927,
0.49550721049308777,
-0.771632969379425,
-0.23461245000362396,
0.3064591586589813,
0.3649832010269165,
-0.26081955432891846,
0.7150994539260864,
-0.3667695224285126,
-0.17608624696731567,
0.32227402925491333,
0.31716105341911316,
0.05416327714920044,
0.4312068223953247,
-0.5402882099151611,
-0.2672193646430969,
-0.006011817138642073,
0.0955725759267807,
-0.692158043384552,
0.6941431164741516,
-0.276934951543808,
0.10408777743577957,
0.3071618378162384,
0.29846104979515076,
0.05596119165420532,
0.27545467019081116,
-0.7100761532783508,
0.19861167669296265,
0.31066375970840454,
-0.460627943277359,
-0.10344432294368744,
-0.0444963276386261,
0.1604216992855072,
-0.5655824542045593,
0.11328517645597458,
0.0874829888343811,
0.435789555311203,
-0.18985356390476227,
-0.43369001150131226,
0.054660357534885406,
-0.20679832994937897,
0.3581308126449585,
-0.1405879706144333,
0.1282476931810379,
0.05945957824587822,
-0.3213269114494324,
-0.26389211416244507,
0.008595043793320656,
0.3866099715232849,
-0.07936364412307739,
0.9961893558502197,
0.8766024112701416,
-0.22124160826206207,
0.25805625319480896,
0.21346953511238098,
-0.900483250617981,
-0.11435037851333618,
0.574097752571106,
0.4299294650554657,
0.20544478297233582,
-0.41795146465301514,
0.0063025024719536304,
-0.32117214798927307,
0.36836886405944824,
0.6144323945045471,
-0.43615880608558655,
-0.35422903299331665,
0.48995155096054077,
0.17210377752780914,
-0.01132496539503336,
0.7381872534751892,
0.6141034960746765,
-0.1337747424840927,
-0.4686460494995117,
-0.15470460057258606,
-0.44923287630081177,
-0.43982115387916565,
-0.09115484356880188,
-0.3158874213695526,
-0.004530533216893673,
0.043166037648916245,
-0.21301151812076569,
-0.4123855531215668,
0.3152076303958893,
-0.2534421384334564,
-0.04314315691590309,
0.06597273796796799,
0.5187773704528809,
-0.2958911955356598,
0.20100152492523193,
0.057397887110710144,
-0.1529247760772705,
0.07232090830802917,
0.3453853130340576,
-0.9986246228218079,
0.15706931054592133,
0.24361388385295868,
-0.2172079235315323,
-0.3632206618785858,
0.008302902802824974,
-0.034742362797260284,
-0.8238973021507263,
-0.6304947733879089,
-0.5004364252090454,
0.0952877402305603,
0.0931159034371376,
0.3350991904735565,
-0.19846326112747192,
0.5315347909927368,
-0.08800411969423294,
-0.35975882411003113,
-0.6843434572219849,
0.1614607274532318,
0.6353411674499512,
-0.2401755452156067,
-0.6224393844604492,
0.6873232126235962,
0.23089814186096191,
0.29237088561058044,
-0.15761445462703705,
0.004471387714147568,
0.7004919648170471,
0.1759154349565506,
-0.2714950442314148,
-0.687906801700592,
0.3059615194797516,
0.6396486163139343,
-0.22142784297466278,
-0.46196287870407104,
-0.16058169305324554,
-0.8446792960166931,
0.09910792857408524,
0.3346637189388275,
-0.2864092290401459,
-0.431617796421051,
0.4804645776748657,
-0.5425140857696533,
-0.31459707021713257,
-0.48284000158309937,
0.41912102699279785,
0.295801043510437,
0.17891573905944824,
0.2250111997127533,
0.0009123944328166544,
0.3424728810787201,
-0.06982077658176422,
0.36849239468574524,
0.01879681460559368,
-0.5140977501869202,
-0.04807094484567642,
-0.3454004228115082,
0.3058547377586365,
-0.017899757251143456,
0.11061037331819534,
-0.3399057984352112,
-0.06703972816467285,
0.12042827159166336,
-0.1271672248840332,
0.31298479437828064,
-0.44548001885414124,
0.023097144439816475,
-0.07101279497146606,
0.2588145434856415,
0.33850061893463135,
0.49120596051216125,
-0.40045541524887085,
-0.15707075595855713,
-0.20021915435791016,
0.06005476415157318,
0.481681764125824,
-0.23209233582019806,
0.116971954703331,
-0.2853797674179077,
0.4890875220298767,
-0.08520623296499252,
-0.3300282061100006,
-0.3892644941806793,
0.005489818286150694,
0.3391183614730835,
0.4250568747520447,
0.34454816579818726,
-0.5088028907775879,
-0.23684686422348022,
0.3473808765411377,
0.0057954732328653336,
0.9001602530479431,
0.31053027510643005,
0.4518309533596039,
0.600791335105896,
0.6475603580474854,
-0.2101246863603592,
-0.7658882141113281,
0.5832830667495728,
-0.021481791511178017,
0.5233644247055054,
0.07132796943187714,
-0.20500585436820984,
0.5469380617141724,
0.6310892105102539,
-0.11673764884471893,
0.31067466735839844,
0.05817865952849388,
0.34639614820480347,
0.03125328570604324,
-0.4665776193141937,
-0.362847238779068,
0.22033517062664032,
0.8806536197662354,
0.5312232971191406,
-0.038502808660268784,
0.26757368445396423,
0.20495308935642242,
-0.05371416360139847,
0.7621713280677795,
0.030907712876796722,
-0.02400856278836727,
0.1992209255695343,
0.1407923400402069,
0.22698120772838593,
0.10163560509681702,
0.07354532182216644,
-0.026865849271416664,
-0.4749314785003662,
0.08533573895692825,
-0.19948065280914307,
-0.04225426912307739,
0.03123549371957779,
-0.003918459638953209,
0.6223740577697754,
-0.9592048525810242,
0.1533282995223999,
-0.5769389271736145,
-0.642349123954773,
0.44979020953178406,
0.33860689401626587,
0.13585598766803741,
-0.18582135438919067,
0.4831298887729645,
0.1308261752128601,
0.012596210464835167,
0.7557241916656494,
0.11133512854576111,
-1.1383687257766724,
0.5634554028511047,
0.24980948865413666,
-0.2956584692001343,
-0.030827701091766357,
0.216532364487648,
0.5022412538528442,
0.06455712765455246,
-0.8269068002700806,
0.18028265237808228,
-0.21679434180259705,
-0.24540217220783234,
0.09453749656677246,
-0.15982647240161896,
0.1306489259004593,
0.3388204872608185,
-0.2197563499212265,
-0.5251458883285522,
-0.13541126251220703,
0.09899552911520004,
-0.1377623826265335,
-0.3461110293865204,
0.39861178398132324,
0.6141059994697571,
-0.0360679067671299,
0.49779996275901794,
0.001517369062639773,
0.074503593146801,
0.40141502022743225,
-0.2374085932970047,
0.37478452920913696,
-0.3221856355667114,
0.04876692593097687,
-1.102764368057251,
0.19261007010936737,
0.886591911315918,
0.5370553135871887,
-0.10837765783071518,
0.15109528601169586,
0.3164365291595459,
-0.8229942917823792,
0.1969814896583557,
-0.6738417744636536,
-0.23852719366550446,
-1.0362621545791626,
-0.32047444581985474,
-0.7277793288230896,
0.6951826214790344,
-0.057523999363183975,
-0.21869663894176483,
-0.8031144142150879,
0.4130517244338989,
0.11400888860225677,
-0.06227642670273781,
0.2850947082042694,
0.2907524108886719,
-0.5257710218429565,
-0.04706241562962532,
0.5321191549301147,
-0.18138131499290466,
-0.15607108175754547,
-0.2580087184906006,
0.3045322895050049,
0.45861145853996277,
-0.313083291053772,
-0.14663197100162506,
-0.1748327761888504,
-0.3712184429168701,
0.10264098644256592,
0.11564502865076065,
0.5545955896377563,
-0.1571946144104004,
-0.2582661211490631,
-1.0273644924163818,
0.0222869161516428,
-0.4129146337509155,
-0.28020554780960083,
-0.3408425748348236,
-0.02418997511267662,
-0.49601244926452637,
-0.39309927821159363,
0.00849398598074913,
-0.1991206258535385,
-0.4486331045627594,
-0.272703617811203
] |
As an important technique of data analysis, clustering plays an important role in finding the underlying pattern structure embedded in unlabeled data. Clustering algorithms that need to store all the data into the memory for analysis become infeasible when the dataset is too large to be stored. To handle such large data, incremental clustering approaches are proposed. The key idea behind these approaches is to find representatives (centroids or medoids) to represent each cluster in each data chunk, which is a packet of the data, and final data analysis is carried out based on those identified representatives from all the chunks. In this paper, we propose a new incremental clustering approach called incremental multiple medoids-based fuzzy clustering (IMMFC) to handle complex patterns that are not compact and well separated. We would like to investigate whether IMMFC is a good alternative to capturing the underlying data structure more accurately. IMMFC not only facilitates the selection of multiple medoids for each cluster in a data chunk, but also has the mechanism to make use of relationships among those identified medoids as side information to help the final data clustering process. The detailed problem formulation, updating rules derivation, and the in-depth analysis of the proposed IMMFC are provided. Experimental studies on several large datasets that include real world malware datasets have been conducted. IMMFC outperforms existing incremental fuzzy clustering approaches in terms of clustering accuracy and robustness to the order of data. These results demonstrate the great potential of IMMFC for large-data analysis. | [
-0.010115209966897964,
0.01181673351675272,
-0.018292158842086792,
0.010341275483369827,
-0.010647131130099297,
-0.0014872550964355469,
0.008756447583436966,
-0.02610132470726967,
-0.012968931347131729,
0.005434897728264332,
0.0010548996506258845,
0.010009817779064178,
0.0032536291982978582,
0.01680191606283188,
-0.017321547493338585,
0.019471170380711555,
0.004192844964563847,
0.02038649469614029,
0.00676546897739172,
-0.03544168546795845,
-0.006350552663207054,
0.022772550582885742,
0.010574517771601677,
0.026500171050429344,
-0.0036521083675324917,
-0.007234473247081041,
-0.022185740992426872,
-0.011284146457910538,
-0.011645929887890816,
-0.0045234039425849915,
-0.024804621934890747,
-0.0155499167740345,
0.006799247581511736,
0.014498903416097164,
0.01710156351327896,
-0.015209678560495377,
-0.004264920484274626,
0.025086157023906708,
-0.03509367257356644,
-0.0027323041576892138,
0.022194620221853256,
-0.0039725759997963905,
-0.0009519303566776216,
0.01433351170271635,
-0.0115900794044137,
0.037763454020023346,
0.0004282393492758274,
0.00241705309599638,
-0.0022122031077742577,
0.010803679004311562,
-0.009741824120283127,
0.0069735124707221985,
0.004663688596338034,
0.011627651751041412,
-0.006654226221144199,
-0.02230273187160492,
0.020894700661301613,
0.009301643818616867,
-0.02145788073539734,
0.008372418582439423,
-0.023976994678378105,
0.03927260637283325,
0.019019734114408493,
-0.002093559131026268,
-0.040448397397994995,
-0.06670543551445007,
-0.005146975629031658,
0.01716013438999653,
0.008342089131474495,
0.009330209344625473,
-0.023171022534370422,
0.00551545899361372,
-0.035770516842603683,
0.018390141427516937,
-0.020659778267145157,
0.007645921315997839,
-0.013447056524455547,
0.007258250843733549,
0.008716758340597153,
0.002671855501830578,
-0.02756870910525322,
-0.009120279923081398,
0.026218893006443977,
0.010710425674915314,
0.03561440855264664,
-0.014876040630042553,
0.004420890472829342,
-0.00271213473752141,
0.015845738351345062,
0.004764793906360865,
0.027113838121294975,
-0.0051649268716573715,
-0.0109982555732131,
0.016021728515625,
-0.02010970190167427,
0.011512087658047676,
-0.01504590269178152,
0.00006341934204101562,
0.008284268900752068,
0.006139369215816259,
-0.004217859357595444,
0.019766448065638542,
0.017194446176290512,
0.0030852104537189007,
-0.019550202414393425,
0.01080954261124134,
-0.001782123581506312,
-0.010699708014726639,
-0.022140322253108025,
0.0013836919097229838,
0.018027296289801598,
-0.0006296904757618904,
-0.023710468783974648,
-0.011725783348083496,
0.016156384721398354,
-0.009467009454965591,
0.006901226006448269,
-0.004232472740113735,
0.009978435933589935,
-0.022796206176280975,
0.005841507576406002,
-0.0037949881516397,
0.008980486541986465,
0.009424980729818344,
0.008488334715366364,
0.011524450033903122,
-0.0013630976900458336,
-0.0003974931314587593,
0.0025757572147995234,
0.013061841949820518,
-0.01286822184920311,
-0.004449938423931599,
0.02061915211379528,
-0.012866733595728874,
0.01706397533416748,
0.004038568586111069,
0.009571991860866547,
0.00995269138365984,
0.028471658006310463,
-0.023799393326044083,
0.0009418556001037359,
0.010818248614668846,
0.00046489282976835966,
0.009605186060070992,
0.00025594141334295273,
-0.007955350913107395,
0.009630357846617699,
0.02193859964609146,
0.008656448684632778,
0.02431146800518036,
0.032640229910612106,
0.00213740486651659,
-0.025398585945367813,
-0.017786046490073204,
-0.01521177589893341,
0.02149381674826145,
-0.015088627114892006,
-0.012556565925478935,
-0.03083462081849575,
0.003358847927302122,
0.040991250425577164,
-0.02589663490653038,
-0.003950672224164009,
0.009291794151067734,
-0.0035107252188026905,
0.01909865066409111,
-0.020758185535669327,
0.0031308745965361595,
-0.019031640142202377,
0.004064996726810932,
-0.005375105421990156,
0.03456573933362961,
0.0023343926295638084,
0.015833497047424316,
0.004346594680100679,
0.002107087057083845,
-0.013757550157606602,
0.007585859391838312,
0.0044395229779183865,
0.06672697514295578,
0.010772030800580978,
-0.002760280855000019,
-0.04519544541835785,
0.012875881046056747,
-0.012954909354448318,
-0.008963072672486305,
0.02752666547894478,
-0.009963102638721466,
0.0017863884568214417,
-0.012739500030875206,
-0.02330935001373291,
-0.036907244473695755,
0.007737120613455772,
0.0019968245178461075,
-0.03219833970069885,
0.0035445173271000385,
0.01729637384414673,
-0.0010424214415252209,
-0.0010414759162813425,
-0.001552593894302845,
-0.026467248797416687,
0.01754973828792572,
0.025156661868095398,
-0.0024703016970306635,
-0.004139136057347059,
0.010240534320473671,
-0.00955229438841343,
-0.02192186750471592,
0.018542297184467316,
0.019711792469024658,
0.031976573169231415,
0.01482456550002098,
-0.005716761574149132,
-0.011283633299171925,
-0.009104438126087189,
0.0061852699145674706,
-0.014301206916570663,
0.01197378896176815,
-0.023977121338248253,
-0.015247112140059471,
0.00803556852042675,
-0.012785232625901699,
0.03421826660633087,
-0.017845507711172104,
0.011570700444281101,
0.011743159033358097,
-0.009878854267299175,
0.013958340510725975,
0.012655611149966717,
-0.0031397324055433273,
0.010427214205265045,
-0.009791433811187744,
-0.00889839418232441,
0.0356363020837307,
0.02052571251988411,
0.017359208315610886,
0.007423654664307833,
-0.021342914551496506,
0.010382018983364105,
-0.008863339200615883,
-0.022769976407289505,
-0.004299464635550976,
-0.0008108306210488081,
-0.02070639096200466,
-0.0015563921770080924,
-0.0003953066188842058,
-0.012088977731764317,
-0.012556813657283783,
0.025964170694351196,
-0.014793505892157555,
0.0026564914733171463,
-0.0001632388448342681,
-0.016119983047246933,
0.004062372259795666,
-0.009339068084955215,
-0.013596796430647373,
0.013432654552161694,
0.018227852880954742,
0.024652447551488876,
-0.0112200528383255,
0.00023958063684403896,
0.004701029974967241,
-0.009636491537094116,
0.010233272798359394,
0.01020669937133789,
-0.015925195068120956,
0.0028485157527029514,
0.05830986425280571,
0.006296691484749317,
0.008396035060286522,
0.000581208267249167,
-0.00890783779323101,
0.0018098399741575122,
-0.081291064620018,
-0.015435914508998394,
0.0340707041323185,
0.007003290578722954,
0.018502511084079742,
-0.0018504884792491794,
0.002339207800105214,
0.016680840402841568,
-0.020497385412454605,
0.0273149274289608,
0.02867300994694233,
0.019456740468740463,
-0.010839613154530525,
0.013777942396700382,
0.01531146839261055,
-0.00956343300640583,
0.0059007746167480946,
-0.007396858185529709,
0.01105888094753027,
0.0006425133906304836,
0.013109967112541199,
-0.010794565081596375,
-0.004199559800326824,
-0.016990486532449722,
-0.014584623277187347,
0.003746854141354561,
0.01362956129014492,
-0.021157609298825264,
-0.0038804924115538597,
0.007229457143694162,
0.02375708520412445,
-0.02673269435763359,
-0.02558618225157261,
-0.005836230702698231,
0.00978577695786953,
0.0018378016538918018,
-0.01576055772602558,
-0.010504025034606457,
-0.006487861275672913,
0.0024686905089765787,
0.01993507705628872,
0.012207749299705029,
-0.014880993403494358,
0.018871286883950233,
0.003080594353377819,
0.016341838985681534,
0.015868430957198143,
0.00959229376167059,
0.009883027523756027,
-0.015815649181604385,
-0.001250424887984991,
-0.009151517413556576,
-0.031777895987033844,
0.003776896046474576,
-0.010445958003401756,
-0.006252305582165718,
-0.023627188056707382,
-0.00877060741186142,
-0.01709061488509178,
-0.002220003167167306,
0.0002015258651226759,
-0.005257078912109137,
-0.006676963530480862,
-0.0028368670027703047,
-0.012562195770442486,
-0.020784743130207062,
0.0163421630859375,
0.011170424520969391,
-0.006298011168837547,
-0.015776777639985085,
-0.0006065103225409985,
-0.002110506873577833,
-0.010388782247900963,
0.00764248613268137,
-0.003071141429245472,
-0.011240432038903236,
-0.014445960521697998,
-0.0019219678360968828,
-0.010608009994029999,
-0.00044776429422199726,
0.01289339642971754,
0.0121912881731987,
-0.013355070725083351,
0.004139939323067665,
-0.00907117035239935,
0.003608342492952943,
0.010123727843165398,
0.0016262391582131386,
0.006821165326982737,
-0.017608575522899628,
-0.00025331275537610054,
-0.015753690153360367,
-0.007211022078990936,
0.004405369516462088,
-0.009329832158982754,
-0.004606048110872507,
0.01428151037544012,
0.006768578663468361,
0.0038722921162843704,
0.010350408032536507,
-0.0178755521774292,
0.011677184142172337,
0.02507483959197998,
-0.016438134014606476,
0.008802375756204128,
0.00627107173204422,
0.008607979863882065,
-0.011273830197751522,
0.036380089819431305,
-0.01240197941660881,
-0.0016035111621022224,
-0.02326900139451027,
-0.0034863329492509365,
0.04002920538187027,
0.005164979491382837,
0.011432991363108158,
0.0001314203254878521,
-0.0011673059780150652,
0.07238510251045227,
0.0023646713234484196,
0.014714296907186508,
-0.01378830336034298,
-0.029551897197961807,
-0.014681447297334671,
-0.024009082466363907,
0.02324782684445381,
0.018320027738809586,
-0.010723830200731754,
0.012732536531984806,
0.021891513839364052,
0.016786133870482445,
0.018435517325997353,
-0.004113087430596352,
-0.00016986392438411713,
-0.00127783406060189,
-0.0256107859313488,
-0.004726077429950237,
-0.001412101904861629,
-0.01512412540614605,
-0.019605549052357674,
-0.004630282521247864,
0.03257937729358673,
-0.008487737737596035,
-0.016833575442433357,
0.018749460577964783,
-0.01328451931476593,
0.009665400721132755,
-0.0015228448901325464,
0.0016037244349718094,
0.019849319010972977,
0.0025462834164500237,
-0.01151345856487751,
0.0002695646253414452,
0.009746525436639786,
-0.008282175287604332,
0.00817144475877285,
-0.000474780797958374,
0.012289067730307579,
0.0244576595723629,
-0.014794537797570229,
0.011776119470596313,
0.0338708832859993,
0.008747925981879234,
0.01618521474301815,
-0.016053147614002228,
-0.01063556969165802,
0.007201844360679388,
0.02111751399934292,
-0.008092116564512253,
-0.0022040221374481916,
0.00913003645837307,
0.015994928777217865,
0.03185935690999031,
-0.015750687569379807,
0.00702026067301631,
-0.0066766077652573586,
-0.013519993051886559,
0.0026910656597465277,
-0.016681130975484848,
0.012872119434177876,
0.003244193270802498,
-0.012461759150028229,
-0.014248277060687542,
-0.015048980712890625,
0.003999190870672464,
-0.01847490668296814,
-0.012848139740526676,
-0.01033688522875309,
0.0246887169778347,
-0.016769740730524063,
-0.006077305413782597,
-0.030340921133756638,
-0.011836368590593338,
-0.0032700574956834316,
0.00947217084467411,
-0.006057470105588436,
0.003342900425195694,
0.0030680419877171516,
-0.016258342191576958,
-0.0034350878559052944,
-0.032820023596286774,
0.011629799380898476,
-0.02787315472960472,
0.008317625150084496,
-0.015955369919538498,
-0.07458864897489548,
0.006834361236542463,
-0.0013326809275895357,
-0.004388359375298023,
0.0011489323806017637,
0.005855059251189232,
-0.005863855592906475,
-0.011824013665318489,
0.024919798597693443,
-0.008819060400128365,
0.007696674205362797,
-0.004629955627024174,
-0.006928842980414629,
-0.006905022077262402,
0.011340027675032616,
-0.017805229872465134,
-0.01335727795958519,
-0.005099022760987282,
-0.011234518140554428,
0.01220979169011116,
-0.0124256182461977,
0.009940598160028458,
-0.030294742435216904,
-0.0002874757628887892,
-0.002414287067949772,
-0.08144385367631912,
0.0006164731457829475,
0.005051295273005962,
-0.017048394307494164,
-0.026648160070180893,
0.008405311033129692,
-0.006792102940380573,
-0.025631314143538475,
-0.02125203050673008,
-0.015530494041740894,
-0.008923533372581005,
0.008128628134727478,
0.002535819076001644,
0.0028337957337498665,
0.0006179604679346085,
-0.001317175687290728,
0.025869710370898247,
-0.02214435487985611,
0.01704796962440014,
0.013165697455406189,
0.021162793040275574,
0.005624759942293167,
-0.013963814824819565,
0.010632282122969627,
-0.017746014520525932,
-0.003706389106810093,
-0.01079164445400238,
0.009977794252336025,
0.01098647527396679,
0.010586187243461609,
0.009092937223613262,
0.010474473237991333,
0.00021249300334602594,
0.010384243912994862,
-0.022559620440006256,
-0.014749235473573208,
-0.007359934970736504,
0.012266688048839569,
0.022692527621984482,
-0.01344258338212967,
-0.006796741858124733,
-0.01370842382311821,
-0.015995077788829803,
-0.008474423550069332,
0.002027040347456932,
0.03340306505560875,
0.004276147577911615,
0.003219395875930786,
0.006372679024934769,
0.014742478728294373,
0.010568353347480297,
0.007810801267623901,
0.023861907422542572,
-0.015406369231641293,
-0.007879815064370632,
0.01852983981370926,
-0.0000012291129678487778,
0.03338444605469704,
0.015495048835873604,
0.013012503273785114,
-0.007767608854919672,
0.03220289945602417,
-0.025470659136772156,
0.07147644460201263,
-0.018416281789541245,
0.0019090477144345641,
-0.000028619542717933655,
-0.016253957524895668,
-0.003119455184787512,
-0.01795617677271366,
0.00443571712821722,
0.01368266437202692,
-0.028833189979195595,
-0.0017453511245548725,
-0.002066509798169136,
-0.016536138951778412,
0.008183062076568604,
0.015592721290886402,
-0.003570615779608488,
-0.03559946268796921,
0.006661420222371817,
-0.01613238826394081,
-0.00972813181579113,
-0.029080990701913834,
0.019921347498893738,
0.009944900870323181,
-0.009553521871566772,
0.0003435988910496235,
-0.00008462066762149334,
-0.03898350149393082,
0.01500607281923294,
-0.006205332465469837,
-0.016425002366304398,
-0.025071192532777786,
0.029279863461852074,
0.003050396917387843,
0.002012949902564287,
0.03601066768169403,
-0.01681426912546158,
0.019580144435167313,
-0.006937225349247456,
-0.015444214455783367,
-0.018445435911417007,
-0.02209404669702053,
-0.012969927862286568,
0.005850393325090408,
0.010881388559937477,
0.010142240673303604,
0.019560549408197403,
0.011111501604318619,
0.003182952292263508,
-0.002032834105193615,
0.003945669624954462,
-0.016869883984327316,
-0.0054153744131326675,
-0.00043920654570683837,
-0.016618739813566208,
0.01745942048728466,
-0.01041087880730629,
-0.00747652817517519,
0.015049219131469727,
-0.013221245259046555,
-0.031800221651792526,
-0.010813847184181213,
-0.0063882372342050076,
-0.001466080080717802,
0.005645548924803734,
0.022012250497937202,
0.0021295128390192986,
-0.024181116372346878,
-0.009664315730333328,
0.01713535189628601,
0.011929020285606384,
0.0036722449585795403,
-0.013731264509260654,
0.0027806987054646015,
-0.008267195895314217,
-0.012275701388716698,
-0.010930901393294334,
0.013733766973018646,
-0.017830776050686836,
0.02393369749188423,
0.014845465309917927,
0.005789671093225479,
-0.0027709356509149075,
0.01931123621761799,
-0.02892255410552025,
0.011245768517255783,
0.017403658479452133,
0.007599301170557737,
0.025383535772562027,
-0.012129890732467175,
0.011418033391237259,
0.04344729706645012,
-0.010048886761069298,
-0.0039086416363716125,
-0.009805894456803799,
0.0075511508621275425,
0.03495363891124725,
0.0059930430725216866,
0.007231837138533592,
-0.0032811309210956097,
0.022275669500231743,
0.027829473838210106,
0.008949254639446735,
-0.013683255761861801,
-0.038223884999752045,
-0.027529170736670494,
-0.007345345802605152,
-0.0011886146385222673,
0.002068717498332262,
-0.001353780273348093,
0.00827324204146862,
0.015026568435132504,
-0.02262664958834648,
0.0005494395736604929,
0.0037766089662909508,
-0.003913908265531063,
0.007855291478335857,
-0.016171306371688843,
-0.005458975210785866,
0.006994043476879597,
-0.0014666281640529633,
-0.020310085266828537,
0.018750229850411415,
0.0021673047449439764,
0.015822619199752808,
0.03102404996752739,
-0.012753937393426895,
-0.007725573144853115,
0.017785165458917618,
-0.0022285510785877705,
0.027986064553260803,
0.005720566958189011,
0.00891207717359066,
0.029652561992406845,
0.01988578587770462,
0.011615416035056114,
-0.03572247922420502,
0.010909926146268845,
0.003439537715166807,
-0.00566788949072361,
0.010956425219774246,
0.02659333311021328,
-0.005389767698943615,
0.009696121327579021,
0.011053120717406273,
0.007761679124087095,
0.003830377012491226,
0.0025998547207564116,
0.028026610612869263,
0.01704775169491768,
-0.004032377153635025,
-0.002448410727083683,
0.02310813032090664,
0.0038159191608428955,
-0.005543597042560577,
-0.0024092961102724075,
0.016410093754529953,
0.01312917098402977,
0.013654843904078007,
-0.013820120133459568,
-0.013723595067858696,
-0.004549817182123661,
-0.00583729799836874,
-0.05033625289797783,
0.005026492290198803,
0.033923402428627014,
0.025526011362671852,
-0.030812500044703484,
0.005153133068233728,
-0.010606812313199043,
-0.016306430101394653,
-0.02133830450475216,
0.006245908327400684,
-0.03900416940450668,
0.013278953731060028,
-0.0037783687002956867,
-0.02287404052913189,
-0.016184967011213303,
0.023438790813088417,
-0.03192077949643135,
-0.015140559524297714,
0.010333620943129063,
-0.010422809049487114,
-0.0075023118406534195,
-0.007245296612381935,
0.005916840396821499,
0.012067737057805061,
-0.0038292459212243557,
-0.017205355688929558,
0.0001589201856404543,
0.02660433016717434,
0.0033771120943129063,
0.024305978789925575,
-0.005562972277402878,
-0.008285029791295528,
-0.007030665408819914,
-0.0049783214926719666,
-0.005175357684493065,
0.0007381888572126627,
0.013664830476045609,
0.0037250753957778215,
0.013716509565711021,
0.00576093140989542
] | [
-0.15278787910938263,
0.11805643886327744,
-0.0650397390127182,
0.3438926041126251,
0.2663940191268921,
0.07766178250312805,
-0.1759776771068573,
0.15505386888980865,
-0.2623806595802307,
-0.8867088556289673,
-0.598881185054779,
0.009374218992888927,
0.050222788006067276,
0.413036972284317,
0.06309085339307785,
0.37819546461105347,
0.4618046283721924,
0.07499075680971146,
-0.05992425978183746,
-0.14072327315807343,
-0.5329183340072632,
0.009125149808824062,
-0.4943903684616089,
0.19117632508277893,
0.3745252788066864,
0.3990945816040039,
0.07573288679122925,
0.24206461012363434,
0.0736602321267128,
-0.27752619981765747,
0.02013738639652729,
0.21418119966983795,
0.13567331433296204,
0.13668203353881836,
0.41003814339637756,
-0.13274076581001282,
-0.19439257681369781,
-0.29218748211860657,
-0.3473654091358185,
-0.5400112867355347,
-0.10397703945636749,
0.11830196529626846,
-0.21312838792800903,
0.3811779022216797,
-0.6145199537277222,
-0.45802876353263855,
-1.9119281768798828,
0.415344774723053,
-0.42169228196144104,
0.1180926263332367,
-0.29754945635795593,
0.1227467954158783,
0.43603575229644775,
0.10694324970245361,
-0.24913495779037476,
-0.03374917805194855,
-0.21387475728988647,
-0.23428122699260712,
0.45712482929229736,
-0.19957619905471802,
0.12419908493757248,
-0.42088887095451355,
-0.1743767261505127,
0.25121742486953735,
-0.24563691020011902,
0.26237383484840393,
-0.03253428637981415,
-0.226450115442276,
-0.999706506729126,
-0.45394712686538696,
0.1319366842508316,
-0.34667256474494934,
-0.020807040855288506,
0.4628371596336365,
-0.5500380992889404,
-0.09470584243535995,
0.17221514880657196,
-0.3675664961338043,
-0.17817403376102448,
-0.12994825839996338,
-0.5986899733543396,
0.12718191742897034,
-0.037848278880119324,
-0.1297382265329361,
0.9074342250823975,
-0.015054458752274513,
-0.7661668658256531,
0.7948330044746399,
-0.7767814993858337,
0.3013777434825897,
-0.08934943377971649,
-0.3534258306026459,
0.25833219289779663,
0.22862137854099274,
0.33624112606048584,
0.6399533748626709,
0.2909069359302521,
-0.07184155285358429,
0.5627900958061218,
0.4837433099746704,
0.04425666108727455,
0.026720987632870674,
0.14506465196609497,
-0.12944296002388,
-0.26456597447395325,
-0.26021599769592285,
-0.5023801922798157,
-0.40375205874443054,
-0.40434661507606506,
0.0010038738837465644,
-0.41581007838249207,
0.09205729514360428,
-0.39310792088508606,
-0.009439815767109394,
0.15063166618347168,
-0.024849385023117065,
0.4403223395347595,
0.4382545053958893,
-0.41389864683151245,
0.012682355009019375,
-0.3843190371990204,
1.2276933193206787,
0.3027166426181793,
0.22650328278541565,
-0.004193892702460289,
0.1072312444448471,
0.07073863595724106,
0.2952446937561035,
-0.7312817573547363,
0.14077502489089966,
0.07228372246026993,
0.7396407127380371,
-0.33244141936302185,
0.027283750474452972,
-0.10178898274898529,
-0.2846229374408722,
-0.13917186856269836,
0.4613443613052368,
0.5711106061935425,
0.0034709363244473934,
-0.34333449602127075,
-0.37035882472991943,
-0.31716388463974,
0.41610321402549744,
0.37882986664772034,
-0.5014951825141907,
-0.14114736020565033,
-0.17305080592632294,
-0.3770100474357605,
0.13395439088344574,
-0.13238728046417236,
0.15865164995193481,
-0.5275191068649292,
-0.22350960969924927,
-0.0790022611618042,
1.1694859266281128,
-0.19144630432128906,
-0.062146615236997604,
-0.13368460536003113,
0.11226281523704529,
0.0038438213523477316,
0.35034340620040894,
-0.6456089615821838,
-0.3704308569431305,
-0.2534392476081848,
-0.6302368640899658,
0.7426331639289856,
0.10691220313310623,
0.3074251711368561,
0.342385858297348,
-0.23464341461658478,
-0.3665052652359009,
0.061247337609529495,
-0.12002317607402802,
-0.047866083681583405,
0.30302491784095764,
0.29657652974128723,
-0.07088309526443481,
0.29699066281318665,
0.21263618767261505,
-0.7599234580993652,
0.1109241470694542,
0.4199790358543396,
-0.5190542936325073,
0.09873544424772263,
0.017821520566940308,
0.33096474409103394,
-0.4009431302547455,
-0.25293752551078796,
-0.0027642971836030483,
-0.1970183104276657,
-0.27670955657958984,
-0.043199531733989716,
-0.7225695252418518,
1.2950093746185303,
-0.16048727929592133,
0.11590485274791718,
0.9232362508773804,
-0.3461552858352661,
-0.06013616919517517,
-0.05035439878702164,
0.04649999737739563,
0.4515870213508606,
-0.5526320338249207,
-0.24027734994888306,
0.04192136600613594,
0.15667016804218292,
0.017123933881521225,
-0.7507829070091248,
-0.4062890112400055,
0.46871837973594666,
-0.5210652947425842,
0.026995418593287468,
-0.29629603028297424,
0.7277929186820984,
-0.004134851973503828,
-0.26879236102104187,
0.36864596605300903,
0.07442425191402435,
-0.12303352355957031,
0.9388375282287598,
-0.7796658873558044,
0.06998288631439209,
0.8053458333015442,
0.04983191564679146,
0.5226637721061707,
0.6728171110153198,
0.38316282629966736,
1.0661370754241943,
-0.3609670400619507,
0.10494063049554825,
-0.20087197422981262,
0.05985613539814949,
-0.6066441535949707,
-0.3280271291732788,
0.07194629311561584,
0.243977352976799,
-0.1587427705526352,
0.011482320725917816,
-0.20949521660804749,
-0.279687762260437,
-0.2343141734600067,
-0.557206392288208,
-0.0019175386987626553,
0.9003806114196777,
-0.5590148568153381,
-0.3311905562877655,
-0.25448015332221985,
-0.24530071020126343,
-0.27643701434135437,
-0.19017530977725983,
0.26971811056137085,
0.29406797885894775,
-1.0223617553710938,
0.34023651480674744,
-0.4111430048942566,
0.3257373571395874,
-0.0009820665000006557,
-0.13741134107112885,
0.04824955761432648,
-0.3799419403076172,
0.02599436044692993,
-0.3966396152973175,
-0.12026149779558182,
-0.17822600901126862,
-0.3819897174835205,
-0.4899933338165283,
-0.26501378417015076,
0.537032961845398,
0.4807088077068329,
0.21935327351093292,
-0.21866388618946075,
-0.10875741392374039,
-0.058302897959947586,
-0.4527936279773712,
-1.0285835266113281,
0.26658663153648376,
0.28301799297332764,
-0.4719536304473877,
-0.6191670894622803,
-0.3161150813102722,
-0.044046223163604736,
0.42465952038764954,
-0.19283023476600647,
0.050076019018888474,
-0.19868092238903046,
-0.09137847274541855,
-0.17848558723926544,
-0.591101884841919,
-0.16642268002033234,
-0.27328455448150635,
0.47191140055656433,
-0.2943342626094818,
-0.10919642448425293,
0.4784078001976013,
0.5687865614891052,
-0.49879834055900574,
0.015273744240403175,
0.05136376991868019,
-0.3033028841018677,
-0.37215927243232727,
0.6415966749191284,
0.10380908101797104,
-0.07936222851276398,
-0.07394823431968689,
-0.17781962454319,
-0.2569975256919861,
0.56834477186203,
-5.936079025268555,
0.05077681317925453,
-0.15891417860984802,
0.18702949583530426,
-0.19339518249034882,
0.10472915321588516,
0.6274573802947998,
-0.06412988156080246,
0.4185391366481781,
-0.24446412920951843,
0.07679745554924011,
0.2880015969276428,
-0.2974631190299988,
0.37056005001068115,
0.24389968812465668,
0.3247606158256531,
0.0944475382566452,
0.29273468255996704,
0.04418803006410599,
0.3295724093914032,
0.28031980991363525,
-0.252528578042984,
-0.3556656241416931,
0.6415913701057434,
-0.38330739736557007,
-0.435357004404068,
-0.9839633703231812,
0.3824596703052521,
-0.2619907557964325,
-0.1960226446390152,
0.053055841475725174,
-0.17804832756519318,
-0.1664486676454544,
-0.2693915367126465,
-0.02351117879152298,
0.12628349661827087,
-0.05372216925024986,
0.03368133679032326,
-0.32354599237442017,
-0.6099858283996582,
0.3798986077308655,
0.679692268371582,
0.07887961715459824,
-0.07405728846788406,
0.4134443402290344,
-0.13585583865642548,
-0.09012635052204132,
-0.25696611404418945,
-0.3339003622531891,
0.8404413461685181,
-0.23002465069293976,
-0.40658828616142273,
0.08838813751935959,
0.033665768802165985,
0.05423806235194206,
-0.31283384561538696,
0.27688586711883545,
0.12743353843688965,
-0.40906402468681335,
0.2590717673301697,
0.35202571749687195,
-0.3367888331413269,
-0.06264106929302216,
-1.035341739654541,
-0.1322309374809265,
0.2630935311317444,
-0.9522901773452759,
-0.39712467789649963,
0.09579923748970032,
0.4093937575817108,
-0.39474859833717346,
0.9031832814216614,
-0.10611377656459808,
-0.4692801237106323,
0.3117254078388214,
-0.34741613268852234,
0.49587416648864746,
-0.3253275156021118,
0.17294253408908844,
0.3940783143043518,
-0.3016926348209381,
-0.11829917877912521,
0.26711589097976685,
-0.08742623031139374,
-0.12091555446386337,
-0.5318067669868469,
-0.2210121601819992,
0.19834911823272705,
-0.046189386397600174,
0.25052326917648315,
0.38387492299079895,
0.013416523113846779,
0.3057706356048584,
0.6281285285949707,
0.8378075957298279,
0.12138648331165314,
0.2420206367969513,
0.0673668310046196,
0.24873574078083038,
-0.39710065722465515,
0.3205987811088562,
-0.12465766072273254,
-0.36614951491355896,
-0.23602162301540375,
0.06777899712324142,
0.2652024030685425,
-0.44696569442749023,
0.28799328207969666,
0.6159926652908325,
-0.2991088330745697,
0.09923891723155975,
0.291043221950531,
-0.3161470592021942,
-0.5720873475074768,
0.5348936915397644,
-0.2802441716194153,
-0.038983408361673355,
0.08418858051300049,
0.6076590418815613,
-0.3945530951023102,
0.0006214859895408154,
0.30049756169319153,
0.12101022899150848,
0.8129525780677795,
0.4665311276912689,
-0.39786496758461,
0.4454708397388458,
0.22723491489887238,
0.31997746229171753,
0.030449153855443,
0.2531281113624573,
0.5001471638679504,
-0.01511962991207838,
-0.07884573191404343,
0.32009097933769226,
-0.8900800943374634,
-0.001765550929121673,
0.3801649808883667,
-0.22125929594039917,
-0.5778882503509521,
0.7789527773857117,
-0.04611346870660782,
0.13216504454612732,
-0.03773161396384239,
0.14933069050312042,
0.07462480664253235,
-0.4532340466976166,
0.3061372935771942,
0.1445128470659256,
-0.07254653424024582,
-0.18541574478149414,
-0.06203066185116768,
0.011955727823078632,
0.03447176516056061,
0.07011666893959045,
0.20255790650844574,
0.5626443028450012,
-0.03695984557271004,
0.7980868220329285,
-0.3672080934047699,
0.3408181071281433,
0.22254016995429993,
-0.8420930504798889,
-0.09895174205303192,
-0.1593671441078186,
0.27102604508399963,
-0.4981827735900879,
-0.0816805437207222,
0.08200988918542862,
0.324001282453537,
-0.3006879985332489,
-0.7193775773048401,
-0.7013128995895386,
-0.7038357853889465,
0.07792924344539642,
-0.011681690812110901,
0.3377023935317993,
0.42998698353767395,
-0.3021758496761322,
0.10756615549325943,
-0.2721858620643616,
-0.7409700155258179,
-0.12213408946990967,
0.5416881442070007,
0.567928671836853,
0.2403513491153717,
0.03690256178379059,
0.10481925308704376,
-0.6086775660514832,
-0.34125426411628723,
0.26793235540390015,
0.17807169258594513,
0.3409212529659271,
0.28231343626976013,
0.342372864484787,
-0.32854530215263367,
0.06856852024793625,
0.38459309935569763,
-0.17593815922737122,
-0.3320206105709076,
-0.33111876249313354,
0.2110988199710846,
-0.6099733710289001,
0.5726620554924011,
0.3872559666633606,
-0.29680585861206055,
0.26773738861083984,
-0.24944524466991425,
-0.06901726871728897,
-0.3647471070289612,
-0.6224237084388733,
-0.3412313461303711,
-0.17387418448925018,
-0.06678889691829681,
-0.2930667996406555,
-0.06617356091737747,
0.1245652362704277,
-0.4246009588241577,
-0.2684709429740906,
0.3747490346431732,
-0.018257396295666695,
-0.0962124913930893,
-0.21594403684139252,
-0.071524977684021,
-0.13820290565490723,
0.3655754625797272,
0.16164185106754303,
-0.5219500064849854,
-0.2113039344549179,
0.501323401927948,
-0.18804870545864105,
-0.16837620735168457,
-0.10223113000392914,
0.2844610810279846,
-0.3804766535758972,
-0.6700277328491211,
-0.032882194966077805,
0.4088543951511383,
0.28319355845451355,
0.09589578211307526,
0.22682656347751617,
0.46921801567077637,
-0.17137233912944794,
-0.4293012320995331,
-0.11142510920763016,
0.15317729115486145,
0.15539708733558655,
-0.47799551486968994,
-0.8138172626495361,
-0.13855738937854767,
0.29375985264778137,
-0.0932624489068985,
0.10268629342317581,
-0.4635407328605652,
0.5639193058013916,
0.6440581679344177,
-0.39376816153526306,
-0.6383412480354309,
-0.05598711222410202,
0.3187221586704254,
0.15119414031505585,
-0.5204461216926575,
0.15531004965305328,
-0.6110048890113831,
0.4210984706878662,
-0.04437572881579399,
-0.42391058802604675,
-0.21179477870464325,
0.4770098924636841,
-0.8743597865104675,
0.25286224484443665,
-0.20316985249519348,
0.4591202735900879,
0.5378803610801697,
0.3941471576690674,
0.13084833323955536,
0.12027661502361298,
-0.060476962476968765,
-0.014121420681476593,
0.3440254330635071,
-0.3504088222980499,
-0.1920064240694046,
0.08262519538402557,
0.08312007039785385,
0.8731215000152588,
0.1416262686252594,
0.1547839641571045,
-0.03984927013516426,
-0.0009054727270267904,
-0.011580881662666798,
-0.11821062862873077,
0.15718592703342438,
-0.6247391700744629,
0.24109482765197754,
0.02988358959555626,
0.11845500767230988,
0.6218662858009338,
0.507397472858429,
0.10687016695737839,
0.123712457716465,
-0.28101468086242676,
0.9691225290298462,
0.36970144510269165,
-1.1905770301818848,
0.5312442183494568,
0.26430124044418335,
0.1556169092655182,
0.1960001438856125,
-0.12021941691637039,
0.05394785851240158,
0.1998623162508011,
-0.12160256505012512,
0.26993876695632935,
0.6989993453025818,
-0.25198838114738464,
0.0358567051589489,
0.16521093249320984,
-0.18665334582328796,
1.0884004831314087,
-0.00007991501479409635,
-0.005851601250469685,
0.5760375261306763,
0.33969369530677795,
-0.2598685622215271,
-0.19706448912620544,
0.44599616527557373,
0.11574720591306686,
-0.025600360706448555,
-0.30342409014701843,
0.34003469347953796,
0.39438396692276,
0.6400722861289978,
0.13735225796699524,
0.1241016536951065,
-0.011806836351752281,
-0.022046297788619995,
0.21720768511295319,
-0.3572939336299896,
0.05771378427743912,
0.2508039176464081,
0.17812711000442505,
0.05158676579594612,
-0.31955772638320923,
0.4265715777873993,
-0.25489407777786255,
0.45153436064720154,
0.29682159423828125,
0.31828463077545166,
-0.3130069375038147,
0.24043230712413788,
0.03736066445708275,
0.10078958421945572,
-0.023752635344862938,
0.5661541819572449,
-0.2490730583667755,
-0.3112553358078003,
0.516546905040741,
-0.34095531702041626,
0.029483193531632423,
0.43108925223350525,
0.04613383859395981,
0.5199955701828003,
-0.19498100876808167,
0.27497971057891846,
-0.251833975315094,
-0.050579849630594254,
0.6830558776855469,
-0.10861503332853317,
0.2591814398765564,
0.1669009029865265,
-0.280163049697876,
0.6052832007408142,
-0.326506644487381,
0.41516363620758057,
0.06877964735031128,
-0.9350261688232422,
-0.07769238948822021,
0.3208265006542206,
0.08701363205909729,
-0.017415527254343033,
0.15557542443275452,
-0.12242130190134048,
0.011755680665373802,
-0.5074187517166138,
-0.11184103786945343,
0.1337505728006363,
-0.08735242486000061,
0.26735132932662964,
0.6035028100013733,
0.5141514539718628,
-0.09946433454751968,
-0.8926807045936584,
0.3018687963485718,
-0.24789023399353027,
0.11927017569541931,
0.30139970779418945,
-0.2665136456489563,
0.9501177668571472,
0.5138809680938721,
0.10143668949604034,
-0.1829049438238144,
0.11603518575429916,
-0.16592642664909363,
0.3338219225406647,
-0.5554746389389038,
0.33902156352996826,
-0.23609663546085358,
-0.019259324297308922,
-0.7609822154045105,
0.20785167813301086,
0.7697492837905884,
0.07022811472415924,
-0.4630168378353119,
0.2000943273305893,
0.20722578465938568,
0.4180695414543152,
0.21580089628696442,
-0.06925152987241745,
-0.12372833490371704,
-0.477763295173645,
-0.366775780916214,
-0.02822694554924965,
0.9592798352241516,
-0.23643621802330017,
0.3198090195655823,
-0.41073325276374817,
0.5627623200416565,
0.534429132938385,
-0.43594977259635925,
0.25723060965538025,
0.14128176867961884,
0.09361337870359421,
-0.6511931419372559,
0.6908543109893799,
-0.547731876373291,
0.16454945504665375,
-0.3208843767642975,
0.1613638550043106,
0.2691870629787445,
-0.3067810535430908,
-0.2548049986362457,
-0.2852480411529541,
-0.3887823522090912,
0.1598115861415863,
-0.25242704153060913,
0.27725720405578613,
-0.3377726674079895,
-0.2528073787689209,
-0.5650892853736877,
0.31415295600891113,
0.2796562910079956,
-0.3789365887641907,
-0.14133743941783905,
-0.14059074223041534,
-0.5671840310096741,
0.24854426085948944,
-0.23964056372642517,
-0.42892059683799744,
-0.12035530060529709,
-0.09527172893285751
] |
Social media technologies have recently gained remarkable popularity in the education sector. Recent research indicated that students rely on social media for educational purposes like social networking, chatting, and knowledge sharing. With social media aiding learning experiences, m-learning is anticipated to improve the application of social media. In the paper, we investigated the preference of social media tools and mobile devices for learning, their benefits and effectiveness, and how they can possibly improve learning process in Nigeria. Furthermore, we evaluated learning experiences of students using Edmodo social media-based learning environment in a Nigerian university. We used a mixed method research approach, where the data was triangulated from two questionnaires and students’ interviews. Data gathered after the course shows that students learning response was improved. Students were eager to use mobile devices for accessing social media sites, thus providing experimental evidence of the place of social media in m-learning. | [
-0.002066719112917781,
-0.004555568564683199,
-0.005571163259446621,
0.008909380063414574,
0.006900847423821688,
-0.016079692170023918,
0.011949919164180756,
0.011593634262681007,
-0.011649632826447487,
-0.011521579697728157,
-0.009675823152065277,
0.013426506891846657,
0.016785282641649246,
0.021240953356027603,
0.011567624285817146,
-0.013187517412006855,
-0.00495864637196064,
0.02409788779914379,
0.007939118891954422,
-0.010476972907781601,
-0.004191806074231863,
0.0063972799107432365,
0.009287477470934391,
0.016448374837636948,
0.021821066737174988,
0.03677241504192352,
0.012970021925866604,
-0.008254900574684143,
0.014953474514186382,
-0.0073857903480529785,
-0.034181855618953705,
0.002602832857519388,
0.01281793788075447,
0.03291419520974159,
0.009460574015974998,
0.0018583713099360466,
-0.007550949230790138,
0.02157283015549183,
0.0065766023471951485,
-0.0033665806986391544,
0.0260841716080904,
0.0013779071159660816,
-0.0051104058511555195,
-0.019270241260528564,
-0.008748400956392288,
0.005323382560163736,
-0.009415200911462307,
0.02535276487469673,
-0.017403926700353622,
0.01879701390862465,
-0.010484814643859863,
-0.004949769005179405,
0.007310478016734123,
0.01185448095202446,
-0.007921703159809113,
-0.003774662036448717,
0.01922423392534256,
0.0035609896294772625,
-0.036419060081243515,
0.019847765564918518,
-0.00018238089978694916,
-0.03191954642534256,
0.02595023810863495,
-0.026560727506875992,
-0.012347202748060226,
-0.0664861798286438,
0.0028130244463682175,
0.004325629211962223,
0.03229778632521629,
0.01836628094315529,
0.010564690455794334,
0.006907046772539616,
0.006975421216338873,
0.0312205757945776,
-0.0014749127440154552,
0.005167659837752581,
-0.001194843789562583,
-0.009770769625902176,
-0.011289773508906364,
0.00043716304935514927,
0.02058311179280281,
0.02727220207452774,
0.031542159616947174,
0.030710674822330475,
0.011106962338089943,
0.013460950925946236,
-0.0069457837380468845,
-0.009832704439759254,
0.002092766109853983,
0.03394051641225815,
0.0150458924472332,
-0.030538592487573624,
-0.012902811169624329,
0.003703269176185131,
0.015177274122834206,
0.009966147132217884,
0.010802539996802807,
0.006643138825893402,
0.0004409498069435358,
-0.02546396479010582,
-0.005490786395967007,
0.02109415829181671,
0.023757329210639,
-0.0006113029085099697,
0.03454255312681198,
0.012687671929597855,
-0.012232065200805664,
0.0022645588032901287,
-0.018121883273124695,
0.0055005657486617565,
0.027041207998991013,
-0.010838594287633896,
0.003699597902595997,
0.012583848088979721,
0.0053985523991286755,
0.002814393024891615,
0.013735488057136536,
-0.045012276619672775,
0.01627558283507824,
-0.009071659296751022,
0.014972098171710968,
-0.022056328132748604,
0.0007700513233430684,
0.0031771622598171234,
0.006355477496981621,
0.041372526437044144,
-0.014835476875305176,
0.006896950304508209,
-0.00351752620190382,
0.023459982126951218,
-0.012916972860693932,
0.004502252675592899,
0.01048995554447174,
0.03781842812895775,
-0.0019983663223683834,
-0.01155061088502407,
0.028264062479138374,
-0.00010742200538516045,
-0.0016704461304470897,
-0.020303349941968918,
0.005481548607349396,
0.007125853560864925,
0.00026868301210924983,
0.011712280102074146,
0.00723213329911232,
-0.025042694061994553,
-0.007068026345223188,
-0.0012511215172708035,
-0.023683983832597733,
0.019648214802145958,
0.010715936310589314,
-0.03615899384021759,
-0.008426520973443985,
-0.014202672988176346,
-0.022701498121023178,
0.009379707276821136,
-0.017284709960222244,
-0.0038576656952500343,
-0.026174349710345268,
0.0011602607555687428,
-0.005908799357712269,
-0.0007847279775887728,
0.03005894273519516,
0.007052960805594921,
-0.004274226725101471,
-0.01958101987838745,
0.011150719597935677,
-0.002699850592762232,
-0.003540250938385725,
0.003776085563004017,
-0.021053995937108994,
0.02616475708782673,
-0.013224650174379349,
0.003161017782986164,
-0.03141283616423607,
-0.007931063883006573,
0.01616111770272255,
0.010025759227573872,
0.0028564748354256153,
0.06680182367563248,
-0.032781198620796204,
0.007461389526724815,
-0.015788696706295013,
-0.00423726812005043,
-0.01174985896795988,
-0.010951348580420017,
0.02113957330584526,
-0.020399440079927444,
0.015034307725727558,
0.03073500469326973,
-0.024422993883490562,
0.008656177669763565,
-0.01158082764595747,
-0.008968839421868324,
-0.008291244506835938,
0.004807452205568552,
0.04084941744804382,
-0.01284746453166008,
0.0021407315507531166,
-0.0014846541453152895,
0.018511367961764336,
-0.001002495875582099,
0.008019791916012764,
0.03933260962367058,
-0.009319040924310684,
-0.007208804599940777,
0.031505025923252106,
0.011215461418032646,
-0.0037640733644366264,
0.0036803109105676413,
0.01565970666706562,
0.02429712936282158,
-0.002914109965786338,
-0.016336217522621155,
0.02186378836631775,
0.005662370007485151,
0.02887369692325592,
0.017431210726499557,
0.016028154641389847,
-0.013708899728953838,
-0.004946645814925432,
0.016949160024523735,
-0.03522443026304245,
-0.0074129244312644005,
0.030046258121728897,
0.019307024776935577,
-0.013056940399110317,
0.005496273282915354,
0.03621413931250572,
0.013253819197416306,
-0.0012546011712402105,
-0.008699478581547737,
-0.007194542326033115,
0.033817145973443985,
-0.03103105165064335,
0.020083945244550705,
0.00910708773881197,
-0.006829837802797556,
0.030496494844555855,
-0.012520872056484222,
0.011594998650252819,
-0.04352399706840515,
-0.00009126286022365093,
-0.020858410745859146,
-0.0020309602841734886,
0.009771820157766342,
0.017610691487789154,
-0.01210816204547882,
0.009670513682067394,
-0.008918367326259613,
0.00434158556163311,
0.017190085723996162,
0.009749788790941238,
-0.027871692553162575,
-0.015129932202398777,
-0.0037347031757235527,
0.0052865250036120415,
-0.05096486210823059,
0.027489861473441124,
-0.0019795710686594248,
0.004765124060213566,
0.0105699822306633,
-0.03955317288637161,
0.005076359026134014,
0.02449529990553856,
0.0026702661998569965,
0.010599910281598568,
-0.0007679229602217674,
-0.01063188910484314,
0.014671972952783108,
-0.0013638932723551989,
-0.004922318272292614,
0.011759763583540916,
-0.08213011920452118,
-0.0074957022443413734,
0.010841519571840763,
-0.018076296895742416,
0.010168544948101044,
-0.031132183969020844,
-0.011147541925311089,
0.028061164543032646,
-0.0185908954590559,
-0.019265398383140564,
-0.016350911930203438,
0.01589120179414749,
-0.012083147652447224,
0.010661693289875984,
0.008879397064447403,
-0.009601939469575882,
0.013819036073982716,
0.0009267101995646954,
-0.012946698814630508,
0.010522536002099514,
0.0006693173199892044,
-0.01813615672290325,
0.01186559721827507,
0.01028907299041748,
-0.003308964194729924,
0.014917777851223946,
0.04159415140748024,
0.012172712944447994,
0.021668069064617157,
0.001006652950309217,
-0.010376138612627983,
-0.017178667709231377,
-0.025318393483757973,
-0.037163592875003815,
0.010812532156705856,
0.01503748819231987,
-0.008108749985694885,
0.021178700029850006,
0.0006464411271736026,
-0.01361809391528368,
0.021464962512254715,
0.028195135295391083,
0.0060257394798099995,
-0.016518888995051384,
0.02434428036212921,
-0.0005671477410942316,
-0.0025496575981378555,
0.03620891273021698,
0.0050949412398040295,
-0.03172527253627777,
-0.007262363098561764,
-0.01777229830622673,
-0.004454674199223518,
0.01222900114953518,
-0.01903671771287918,
-0.019189435988664627,
-0.014960000291466713,
-0.005964442156255245,
-0.01229200791567564,
0.006605189293622971,
0.0005628578364849091,
-0.02859133668243885,
-0.0017542475834488869,
0.034659117460250854,
-0.015108680352568626,
-0.026688165962696075,
0.0013140994124114513,
0.03181689977645874,
0.002950874622911215,
0.02363656833767891,
-0.006805822718888521,
0.0063666896894574165,
-0.005242450162768364,
-0.0012381278211250901,
-0.0006458340212702751,
-0.01853400096297264,
-0.02195870131254196,
0.010398324579000473,
0.01325604971498251,
0.013236693106591702,
0.009904617443680763,
-0.005261084996163845,
0.008134828880429268,
-0.010411269031465054,
0.0198702160269022,
0.03660135716199875,
0.0032041938975453377,
-0.014465559273958206,
-0.005430533550679684,
-0.01344374567270279,
0.02883429452776909,
-0.022797519341111183,
0.012154461815953255,
-0.0021205125376582146,
-0.00958217028528452,
-0.054980844259262085,
-0.022835036739706993,
0.0020043514668941498,
0.012828605249524117,
0.011111743748188019,
0.009191014803946018,
-0.006901886314153671,
0.009732956066727638,
-0.018111035227775574,
0.0014279810711741447,
0.00811694748699665,
-0.010150710120797157,
-0.008888697251677513,
0.02207803726196289,
-0.009860417805612087,
0.012997016310691833,
-0.004402945749461651,
-0.01389888022094965,
0.003817304503172636,
0.008976753801107407,
0.011505300179123878,
-0.008326549082994461,
-0.029169704765081406,
0.07169874012470245,
0.025105083361268044,
0.010192411951720715,
-0.02325352467596531,
0.021152742207050323,
-0.018525805324316025,
0.006913254037499428,
-0.013936326839029789,
0.007172760553658009,
-0.003447767812758684,
0.014947062358260155,
-0.011214068159461021,
-0.012318829074501991,
-0.005072791129350662,
-0.00005228165537118912,
0.0037140657659620047,
0.00926852785050869,
0.010331233963370323,
0.0020338608883321285,
0.029349330812692642,
0.03130369260907173,
0.030800851061940193,
-0.020225733518600464,
0.0015950724482536316,
-0.004569309763610363,
-0.04092159867286682,
-0.004541842266917229,
-0.008199629373848438,
0.012584485113620758,
-0.006567929871380329,
-0.015521220862865448,
0.016650283709168434,
-0.0011116508394479752,
-0.006122509483247995,
0.021349843591451645,
0.0027538861613720655,
-0.02116508223116398,
-0.029558289796113968,
-0.013878755271434784,
0.002616429701447487,
0.005422511138021946,
-0.012721432372927666,
0.02449764311313629,
0.018574079498648643,
0.02350282296538353,
0.002063656924292445,
0.009338883683085442,
-0.008202167227864265,
0.017916511744260788,
0.023295104503631592,
0.0013217193773016334,
0.03415222465991974,
0.002616958925500512,
0.006716846488416195,
-0.03286634013056755,
0.00102892704308033,
-0.0014435085467994213,
0.010904456488788128,
0.004591567441821098,
-0.000483292737044394,
-0.022456195205450058,
0.023632805794477463,
-0.010798009112477303,
-0.02680787444114685,
-0.008912620134651661,
-0.02741643786430359,
0.005946316756308079,
-0.002769380807876587,
-0.0012620157795026898,
-0.011941717937588692,
-0.020942512899637222,
-0.0006301277317106724,
-0.009326910600066185,
0.028232552111148834,
-0.029243629425764084,
-0.05166652053594589,
-0.014012263156473637,
-0.0031601579394191504,
-0.021676240488886833,
0.02948722243309021,
-0.04412582516670227,
-0.024062883108854294,
-0.04307489097118378,
0.022177184000611305,
-0.023627744987607002,
0.008376069366931915,
0.002119276439771056,
-0.07482670247554779,
0.0068788486532866955,
-0.011444589123129845,
-0.009310541674494743,
0.006574527360498905,
0.04223302751779556,
-0.0327066145837307,
0.00231233355589211,
-0.026528535410761833,
-0.0076379431411623955,
-0.024058813229203224,
-0.0004395649302750826,
-0.024933991953730583,
-0.014844300225377083,
0.01068439707159996,
-0.026113178580999374,
-0.004938684403896332,
0.000745501252822578,
0.03385240584611893,
0.008473269641399384,
0.013491246849298477,
0.004814772866666317,
-0.011612080037593842,
0.020055174827575684,
0.006784419063478708,
-0.08070239424705505,
-0.005327381193637848,
0.002428406849503517,
-0.009922773577272892,
0.0022579883225262165,
0.0032673559617251158,
0.011140195652842522,
0.002922879997640848,
-0.007319078780710697,
-0.018763113766908646,
0.004876923747360706,
0.0029185209423303604,
-0.006359150633215904,
0.015852278098464012,
-0.001833309419453144,
-0.00589677132666111,
-0.004002743400633335,
-0.01930256560444832,
-0.013113501481711864,
0.011312785558402538,
0.03979375958442688,
-0.019352499395608902,
-0.005700367037206888,
0.007345657795667648,
-0.01672055944800377,
0.0023021353408694267,
0.005320743657648563,
0.010320953093469143,
0.006346384063363075,
0.009871384128928185,
0.01860741712152958,
0.026888307183980942,
0.008180687204003334,
-0.016512947157025337,
0.008955821394920349,
-0.006048536393791437,
-0.022193221375346184,
0.0005213639815337956,
0.013069134205579758,
-0.011695830151438713,
-0.019548658281564713,
0.016972942277789116,
-0.0009092262480407953,
-0.0033240255434066057,
0.006617415696382523,
0.0010223574936389923,
0.0073158713057637215,
0.0010827864753082395,
0.013586694374680519,
-0.022906402125954628,
0.007940598763525486,
0.01039106771349907,
0.025657642632722855,
-0.014887613244354725,
-0.009821049869060516,
0.011898878030478954,
-0.008951150812208652,
0.022450046613812447,
0.014722095802426338,
0.004080116283148527,
0.0018602771451696754,
0.018364358693361282,
-0.026421967893838882,
0.07183605432510376,
-0.003001594450324774,
0.021195201203227043,
-0.0000832659425213933,
-0.005814121104776859,
-0.0029253337997943163,
-0.010273988358676434,
-0.02609097957611084,
-0.0037210718728601933,
0.005883679259568453,
0.008539708331227303,
-0.0037734501529484987,
0.0014512125635519624,
0.008899133652448654,
-0.009132391773164272,
-0.027142994105815887,
-0.0005189431831240654,
-0.030288036912679672,
-0.014855792745947838,
-0.0033794832415878773,
-0.005487422458827496,
-0.01743926852941513,
-0.011293826624751091,
0.019167743623256683,
0.02927343174815178,
-0.006276419851928949,
-0.000006314599886536598,
-0.007326506078243256,
0.0013902466744184494,
-0.0057295081205666065,
-0.018896056339144707,
-0.0060626366175711155,
0.0006260208319872618,
0.009679339826107025,
0.03141111508011818,
-0.014065492898225784,
0.025332745164632797,
-0.00020506884902715683,
-0.042311303317546844,
-0.014248688705265522,
0.02635299228131771,
-0.01965991221368313,
0.009324159473180771,
-0.032333772629499435,
0.017679918557405472,
-0.019006090238690376,
0.0003217156627215445,
-0.03663645684719086,
0.014304975047707558,
0.01823296770453453,
-0.010719225741922855,
-0.0019149301806464791,
0.027481354773044586,
0.025546472519636154,
-0.009599086828529835,
0.012339455075562,
-0.035485245287418365,
0.008602220565080643,
0.01228347048163414,
-0.04111173003911972,
-0.002518430817872286,
-0.0009741586400195956,
0.009065581485629082,
-0.0008464911952614784,
0.006241076625883579,
0.0012046152260154486,
0.002136248629540205,
0.00010163290426135063,
-0.016378816217184067,
0.014148685149848461,
0.0258636474609375,
-0.008718673139810562,
0.007757836487144232,
-0.024695025756955147,
-0.005396946333348751,
0.0016565099358558655,
-0.0005485420115292072,
-0.020780598744750023,
0.02123311161994934,
0.0018645823001861572,
-0.011457251384854317,
0.0056343646720051765,
-0.024495400488376617,
-0.013825020752847195,
0.02226054109632969,
-0.012907981872558594,
0.015890341252088547,
0.004700045101344585,
-0.008148951455950737,
0.01111488975584507,
0.01249019242823124,
0.012548919767141342,
-0.000915181590244174,
0.013848800212144852,
0.013787565752863884,
0.03703651204705238,
-0.013460594229400158,
0.004170200787484646,
0.01598341017961502,
0.02768693119287491,
0.01368179265409708,
0.03342220559716225,
0.0010317378910258412,
0.043892502784729004,
-0.027524644508957863,
-0.007917495444417,
0.02984202653169632,
-0.0029163784347474575,
-0.0058769588358700275,
-0.02746257185935974,
0.019660895690321922,
-0.023904141038656235,
0.009078583680093288,
0.006848436780273914,
-0.027757976204156876,
-0.008936842903494835,
-0.004423084668815136,
-0.02956617809832096,
-0.0031613532919436693,
-0.007791115436702967,
-0.011449053883552551,
-0.017190318554639816,
0.017888380214571953,
-0.007099076174199581,
-0.00015604845248162746,
0.0033516332041472197,
-0.007677789311856031,
0.015870708972215652,
0.03920130804181099,
-0.005593020468950272,
-0.0036537963896989822,
-0.031322650611400604,
-0.009187815710902214,
0.016654886305332184,
-0.02081351913511753,
0.016184918582439423,
0.016225935891270638,
0.011816950514912605,
-0.009509813040494919,
0.0012448516208678484,
0.02309829741716385,
-0.01588035374879837,
0.00144493009429425,
-0.0016045740339905024,
0.007432726211845875,
0.018989361822605133,
0.03572075068950653,
-0.01539519615471363,
0.016305886209011078,
0.027647238224744797,
0.0019525369862094522,
0.014688028953969479,
0.006702729035168886,
-0.006035247351974249,
-0.005226434208452702,
0.021446581929922104,
-0.007182146422564983,
0.02152600698173046,
-0.015246579423546791,
0.0004083230160176754,
-0.01322903111577034,
-0.003958744462579489,
0.010640112683176994,
0.02399631403386593,
-0.020471103489398956,
0.011763811111450195,
-0.04431391507387161,
0.0023895632475614548,
0.0030796946957707405,
0.023990729823708534,
0.014884764328598976,
-0.017611686140298843,
-0.038132354617118835,
-0.01352973934262991,
-0.015536951832473278,
-0.006759115029126406,
-0.009984730742871761,
0.03724135458469391,
-0.014788690954446793,
0.010599782690405846,
-0.0021674009039998055,
0.0039099580608308315,
-0.0016420710599049926,
-0.01162414439022541,
-0.01517144963145256,
-0.016781747341156006,
-0.013535198755562305,
0.022936487570405006,
0.011462908238172531,
-0.014294374734163284,
-0.0012596319429576397,
0.014867609366774559,
-0.026767611503601074,
-0.007762809284031391,
-0.004211395978927612,
-0.023765595629811287,
-0.0022196625359356403,
0.005417641252279282,
-0.0050897253677248955,
0.017800824716687202,
0.005443674046546221,
-0.009346725419163704
] | [
0.5807907581329346,
0.07897590845823288,
0.32460394501686096,
0.5610643625259399,
0.020828628912568092,
0.04729737713932991,
-0.01664675772190094,
0.29266858100891113,
-0.7152644991874695,
-1.081761121749878,
-0.16744010150432587,
0.4560314416885376,
0.12285313010215759,
0.10347972810268402,
0.077799491584301,
-0.07159940898418427,
0.1800258606672287,
0.2123795598745346,
-0.09405872970819473,
-0.056904472410678864,
-0.9049579501152039,
-0.1602933406829834,
0.37900790572166443,
-0.19274048507213593,
0.17009159922599792,
0.062298279255628586,
0.300967276096344,
0.28044816851615906,
-0.01183407660573721,
-0.1843545287847519,
0.5301823019981384,
0.4798712432384491,
-0.3119286000728607,
0.6518991589546204,
-0.23960615694522858,
-0.21850354969501495,
-0.48649919033050537,
-0.43800511956214905,
-0.00538463331758976,
-0.21748672425746918,
-0.07572823017835617,
-0.13299542665481567,
-0.17277412116527557,
0.3724725544452667,
-0.18467143177986145,
-0.782361626625061,
-1.681225061416626,
0.6122056245803833,
-0.43038052320480347,
0.10324078798294067,
-0.78847736120224,
0.37380072474479675,
0.3872297406196594,
0.36881595849990845,
0.07002048194408417,
0.3958335518836975,
0.00785478949546814,
-0.07406487315893173,
0.15057367086410522,
-0.3552405536174774,
0.34415528178215027,
0.054708484560251236,
-0.039149343967437744,
-0.3085469603538513,
-0.248254656791687,
-0.5570376515388489,
0.3409164845943451,
-0.2595767080783844,
-0.3945775628089905,
-0.243069589138031,
0.07902810722589493,
-0.3634914457798004,
-0.30966833233833313,
0.013662522658705711,
-0.7565162181854248,
-0.09145091474056244,
0.505425751209259,
0.007026908919215202,
0.21027831733226776,
0.005102702882140875,
-0.13580162823200226,
0.10052631795406342,
0.6135020852088928,
0.0086182476952672,
0.5612308979034424,
0.3430355191230774,
-0.04361947253346443,
0.6166294813156128,
0.029934918507933617,
0.07992524653673172,
-0.15025854110717773,
-0.33087417483329773,
0.4732937216758728,
0.8573834300041199,
0.6208725571632385,
0.4304196536540985,
0.508423388004303,
-0.22796732187271118,
0.43434661626815796,
0.1840275675058365,
0.20069058239459991,
-0.24064287543296814,
0.0872480571269989,
0.09720989316701889,
-0.15158846974372864,
-0.1415300816297531,
-0.33658236265182495,
-0.6683676838874817,
-0.3311469554901123,
-0.1777341067790985,
-0.2984093427658081,
0.5567196607589722,
-0.36826497316360474,
0.04697296395897865,
0.1933356374502182,
0.47151076793670654,
0.21291576325893402,
0.09491603076457977,
-0.4736189544200897,
0.2823422849178314,
-0.0065612816251814365,
0.9403284192085266,
-0.03853818029165268,
0.30046024918556213,
-0.04557933285832405,
0.2719581425189972,
0.41614672541618347,
0.520904541015625,
-0.5586355924606323,
0.05168132111430168,
0.7602764368057251,
0.8286882638931274,
0.011135918088257313,
-0.1384398192167282,
-0.0012739060912281275,
-0.3010700047016144,
0.2780199944972992,
0.06078198179602623,
0.11900867521762848,
0.005095875822007656,
-0.6093320846557617,
-0.9543150663375854,
-0.3576400578022003,
0.05893498659133911,
0.32502663135528564,
-0.5135579705238342,
0.22465915977954865,
-0.2769474685192108,
-0.27185752987861633,
-0.23942691087722778,
-0.3963174521923065,
-0.2804490029811859,
-0.5911386609077454,
-0.08545035868883133,
-0.10679559409618378,
0.5604867935180664,
0.022638503462076187,
-0.37459084391593933,
0.10307072103023529,
0.42518311738967896,
0.14646977186203003,
0.029868394136428833,
-0.651481568813324,
-0.26439473032951355,
-0.11878221482038498,
-0.3731532394886017,
0.046664878726005554,
0.7703907489776611,
0.3386346995830536,
0.2189992219209671,
-0.10280243307352066,
-0.0690217986702919,
-0.08227409422397614,
-0.4446165859699249,
-0.39817726612091064,
0.2208564132452011,
-0.16282007098197937,
0.22022612392902374,
0.0343584306538105,
0.5302279591560364,
-0.8008739948272705,
-0.15815845131874084,
0.3350292146205902,
-0.13147060573101044,
-0.26136624813079834,
0.14311976730823517,
0.5086655020713806,
-0.1074783056974411,
0.05926661938428879,
-0.15331539511680603,
-0.4246862828731537,
-0.23113514482975006,
0.29484644532203674,
-0.8403644561767578,
1.3866596221923828,
-0.20655834674835205,
-0.07051199674606323,
1.217859148979187,
-0.1330532431602478,
-0.025819778442382812,
0.20097662508487701,
0.01691300980746746,
0.23205016553401947,
-0.36188361048698425,
-0.47188854217529297,
-0.3723337948322296,
0.0010565152624621987,
0.12217051535844803,
-0.4606632888317108,
-0.381151020526886,
0.5435177087783813,
-0.13394056260585785,
0.20810545980930328,
-0.3451480567455292,
0.11741555482149124,
0.44696080684661865,
-0.4049532115459442,
0.10416651517152786,
-0.4864193797111511,
0.030131284147500992,
0.6805617809295654,
-0.6937990784645081,
0.25786325335502625,
0.6054869294166565,
0.23951216042041779,
0.47036200761795044,
0.4240063726902008,
0.1762368083000183,
0.7441974878311157,
-0.6880052089691162,
0.15214645862579346,
0.1386299431324005,
0.21882301568984985,
-0.5683645009994507,
-0.15612837672233582,
0.15881633758544922,
0.12594307959079742,
-0.539446234703064,
0.04049046337604523,
-0.13600677251815796,
-0.16513995826244354,
0.27295947074890137,
-0.3791954219341278,
0.18298901617527008,
0.16917695105075836,
-0.246469646692276,
-0.40712836384773254,
0.07751557976007462,
-0.35935407876968384,
-0.1253727823495865,
0.12822288274765015,
0.4180401563644409,
-0.038590386509895325,
-0.4935952126979828,
0.22853845357894897,
-0.06373068690299988,
-0.14504700899124146,
-0.36208847165107727,
0.0754757821559906,
-0.42976710200309753,
0.4003387987613678,
-0.11127752810716629,
0.11565352231264114,
0.3881518542766571,
-0.049680035561323166,
-0.3761109411716461,
0.04949122667312622,
-0.49503982067108154,
0.10641013085842133,
0.23924235999584198,
0.5672731399536133,
0.20033034682273865,
-0.08513583987951279,
0.0738699808716774,
0.06967999786138535,
-0.5232448577880859,
0.35873091220855713,
0.13943998515605927,
-0.7155527472496033,
-0.9229741096496582,
-0.32861950993537903,
0.7989825010299683,
0.4211878478527069,
-0.9281817078590393,
-0.4382755756378174,
-0.5674201250076294,
-0.15901611745357513,
-0.3119708001613617,
-0.4439311921596527,
-0.03468438982963562,
-0.21382619440555573,
0.31459200382232666,
0.11104334145784378,
-0.1933816820383072,
0.6693986654281616,
0.48734050989151,
-0.0723925307393074,
0.49272221326828003,
0.15181803703308105,
-0.16924221813678741,
0.024531062692403793,
0.43600866198539734,
-0.3135512173175812,
-0.3417048156261444,
0.07179701328277588,
-0.4210393726825714,
-0.2244444340467453,
0.21587255597114563,
-5.910608768463135,
-0.22069235146045685,
-0.2762245237827301,
-0.3223939836025238,
-0.6460304260253906,
-0.05120849609375,
0.5764111876487732,
-0.36556312441825867,
0.3327752947807312,
0.03522887080907822,
-0.11605527251958847,
0.7258058786392212,
-0.09979033470153809,
0.2949105203151703,
-0.4898870289325714,
0.7136634588241577,
0.7991083264350891,
0.08202788233757019,
-0.20588764548301697,
0.32057034969329834,
-0.21152521669864655,
0.0448925718665123,
-0.1587855964899063,
0.7181749939918518,
0.0858730897307396,
-0.5286726355552673,
-0.6701387763023376,
-0.14551617205142975,
-0.006503948476165533,
-0.28263941407203674,
0.5400316119194031,
0.03266500309109688,
0.11488287895917892,
-0.23899757862091064,
0.37770766019821167,
0.6349648237228394,
0.6888142228126526,
0.1015465036034584,
-0.1640971153974533,
-0.6217737197875977,
0.19171372056007385,
0.6016547083854675,
-0.037151653319597244,
0.026321271434426308,
0.6353136301040649,
-0.1525794267654419,
-0.2635401785373688,
0.4034781754016876,
-0.22623857855796814,
0.44739535450935364,
-0.41540834307670593,
-0.28318217396736145,
0.3924475610256195,
0.007706481032073498,
0.2611759901046753,
-0.10717113316059113,
0.6624965667724609,
-0.04927130788564682,
-0.3901379108428955,
-0.0202130489051342,
0.26358264684677124,
-0.08407394587993622,
0.0855029821395874,
-0.8506205677986145,
-0.25383657217025757,
0.14607855677604675,
-1.1871473789215088,
-0.5174443125724792,
0.237221822142601,
-0.2255522608757019,
-0.6829632520675659,
0.5560796856880188,
0.533408522605896,
-0.17626066505908966,
0.34587711095809937,
-0.39303216338157654,
0.14170655608177185,
0.21877533197402954,
0.008293298073112965,
0.2361244559288025,
-0.375118613243103,
-0.2788862884044647,
-0.031940873712301254,
0.04244265332818031,
0.013912929221987724,
-0.4660511910915375,
0.1352238953113556,
-0.6803668141365051,
-0.19578728079795837,
0.2490152269601822,
1.0655138492584229,
-0.32766568660736084,
0.13476066291332245,
0.7073937654495239,
0.868671178817749,
0.5701058506965637,
0.03065374866127968,
0.3141365051269531,
0.08435539156198502,
-0.6090670228004456,
0.6590909957885742,
0.20890742540359497,
-0.6191143989562988,
-0.8493090867996216,
0.1933637112379074,
0.15663182735443115,
0.17606525123119354,
-0.0187222883105278,
0.5457314252853394,
-0.8288163542747498,
-0.007479947060346603,
0.005259701516479254,
-0.8978798985481262,
0.15038259327411652,
0.2873136103153229,
-0.09097958356142044,
0.057153597474098206,
0.20787131786346436,
0.20285499095916748,
-0.3925338089466095,
0.19891415536403656,
0.29634395241737366,
0.1021367758512497,
0.06987807154655457,
0.17424459755420685,
-0.2636416256427765,
-0.15688958764076233,
0.21374526619911194,
-0.7029936909675598,
-0.32921352982521057,
0.5461614727973938,
0.065938301384449,
-0.2961726486682892,
-0.04324742406606674,
0.1086815670132637,
-0.0004052183940075338,
-0.28006261587142944,
-0.17905835807323456,
0.09623038023710251,
-0.4982839524745941,
0.091096892952919,
-0.11447933316230774,
0.3331238329410553,
-0.033467743545770645,
1.0886646509170532,
0.03498007357120514,
-0.5207735300064087,
0.1808939278125763,
-0.5123990178108215,
0.04095771908760071,
-0.6429626941680908,
-0.5721819400787354,
0.034823935478925705,
-0.25695574283599854,
0.20925670862197876,
-0.11367271840572357,
0.2612493634223938,
-0.022354038432240486,
-0.04918903484940529,
-0.390176922082901,
0.45793402194976807,
-0.12003625184297562,
-0.6838860511779785,
0.4352549910545349,
-0.11951209604740143,
0.25911810994148254,
-0.683456301689148,
0.247086763381958,
-0.0002688001259230077,
0.3233397603034973,
0.47621697187423706,
-0.2211098074913025,
-0.957115113735199,
-0.5844271183013916,
0.09689195454120636,
-0.5235774517059326,
-0.18612851202487946,
0.6191686987876892,
-0.07760465890169144,
0.010304179973900318,
-0.015188929624855518,
-0.5033861398696899,
-0.3156178891658783,
0.14626766741275787,
0.6900517344474792,
-0.02341698482632637,
0.09626898914575577,
-0.17336827516555786,
0.07776666432619095,
-0.004360124468803406,
0.43349316716194153,
0.32096877694129944,
0.3421591818332672,
-0.006250058300793171,
0.3413342833518982,
-0.8616649508476257,
0.11703997850418091,
-0.05722030624747276,
-0.12418261170387268,
-0.6124282479286194,
0.20122578740119934,
0.4819498360157013,
-0.5852009654045105,
0.17045283317565918,
0.13328547775745392,
-0.3556457757949829,
0.16405604779720306,
-0.006566047668457031,
-0.19884519279003143,
-0.2911882996559143,
-0.7780346870422363,
-0.2837512791156769,
0.0908079668879509,
0.12036903202533722,
-0.4042070806026459,
-0.10401134192943573,
0.010528886690735817,
0.10548896342515945,
-0.8861372470855713,
0.17585265636444092,
0.3810371458530426,
-0.2241678684949875,
-0.613431453704834,
-0.06413624435663223,
-0.17975574731826782,
0.09182821214199066,
0.3538222312927246,
-0.30773743987083435,
0.16423282027244568,
0.03761705383658409,
-0.15243451297283173,
0.14094211161136627,
0.702217161655426,
0.7027610540390015,
-0.1468435376882553,
0.23757056891918182,
-0.2705317437648773,
0.19702495634555817,
-0.02401217445731163,
0.2750783860683441,
0.19932027161121368,
0.4893530607223511,
-0.6549361944198608,
-0.6001158356666565,
-0.2993496358394623,
0.49106737971305847,
-0.056642085313797,
0.49682337045669556,
-0.9387626647949219,
-0.348253071308136,
0.26311376690864563,
-0.30890756845474243,
-0.3410283625125885,
0.18912577629089355,
0.40150973200798035,
-0.28340935707092285,
-0.10841386020183563,
-0.21016371250152588,
0.08505560457706451,
-0.051046278327703476,
0.013909502886235714,
-0.06355036795139313,
-0.48989516496658325,
-0.09157803654670715,
0.5846349596977234,
0.19859205186367035,
-0.30130624771118164,
-0.8660858273506165,
0.16255086660385132,
-0.06745819002389908,
-0.005861674901098013,
0.048283711075782776,
0.3265673816204071,
0.34667888283729553,
0.3223562240600586,
-0.24458083510398865,
-0.2995396554470062,
0.39991575479507446,
-0.27501118183135986,
-0.2867284119129181,
0.08417285233736038,
-0.2905675768852234,
0.23578450083732605,
-0.609502375125885,
0.4459354281425476,
-0.14365331828594208,
0.366811066865921,
-0.22791272401809692,
0.19790948927402496,
-0.5737335085868835,
0.12450532615184784,
0.17420180141925812,
-0.16392147541046143,
0.46438273787498474,
-0.21369566023349762,
0.0770808532834053,
0.4518930912017822,
-0.24264585971832275,
-0.07679763436317444,
-0.012252707965672016,
0.12164225429296494,
0.6626968383789062,
0.3051997125148773,
-0.575273334980011,
0.7773809432983398,
0.1059371680021286,
0.1477622538805008,
-0.03206716477870941,
0.026809535920619965,
-0.012870274484157562,
-0.16125519573688507,
-0.04749734699726105,
0.4579591751098633,
0.7191081047058105,
-0.5003705620765686,
0.29979372024536133,
0.16980420053005219,
-0.054188575595617294,
0.9839637875556946,
0.16197524964809418,
-0.3753265142440796,
0.27122315764427185,
0.7508931159973145,
0.00682460144162178,
0.22497916221618652,
0.6015211343765259,
-0.007854219526052475,
0.09627586603164673,
0.12747830152511597,
0.14496126770973206,
0.18515288829803467,
0.7963565587997437,
-0.2055179327726364,
0.4492083191871643,
0.6101100444793701,
-0.3597932755947113,
-0.025758741423487663,
0.041504014283418655,
-0.3261130452156067,
0.5569097995758057,
0.8026449084281921,
-0.376925528049469,
-0.30829057097435,
0.39736783504486084,
0.003788088681176305,
0.4719841182231903,
0.04229747876524925,
0.5093463659286499,
-0.5776783227920532,
0.08053591102361679,
0.17348432540893555,
-0.04411661997437477,
-0.24069158732891083,
0.08441418409347534,
-0.3441511392593384,
-0.6977815628051758,
0.3196167051792145,
-0.4674844443798065,
-0.5845381617546082,
0.17366957664489746,
0.4616890847682953,
0.730985164642334,
0.3444613814353943,
-0.2784682512283325,
-0.12699894607067108,
-0.036078788340091705,
0.4455079436302185,
0.06192171573638916,
0.25178733468055725,
-0.21927261352539062,
0.003404768882319331,
0.4742308259010315,
-0.3239161968231201,
0.3384607136249542,
-0.17964228987693787,
-0.1645851582288742,
0.37907344102859497,
-0.18854133784770966,
0.18970857560634613,
0.18994124233722687,
0.08236483484506607,
0.2231006920337677,
-0.03416072204709053,
-0.20017610490322113,
0.09886255860328674,
-0.2986070513725281,
-0.3067821264266968,
0.662060558795929,
-0.027187565341591835,
-0.017259648069739342,
-0.07220974564552307,
-0.754543125629425,
-0.3065035045146942,
0.29652437567710876,
-0.6100492477416992,
-0.017837118357419968,
-0.10045866668224335,
1.0494885444641113,
0.015881892293691635,
0.41977131366729736,
0.08838274329900742,
0.3576589524745941,
-0.18698540329933167,
0.10856842249631882,
-0.6026293635368347,
0.10934092849493027,
-0.9895077347755432,
-0.4833826720714569,
-0.3081549108028412,
0.2265881448984146,
0.6966931819915771,
0.13090628385543823,
-0.08000513166189194,
-0.29944372177124023,
0.03752583637833595,
0.8308771252632141,
0.2529495656490326,
-0.005981804337352514,
-0.3085560202598572,
-0.2360156774520874,
-0.08526236563920975,
-0.01779795065522194,
0.28997114300727844,
-0.21839971840381622,
-0.09578024595975876,
0.0005778120248578489,
-0.2832307815551758,
0.43948790431022644,
-0.13780516386032104,
0.22559191286563873,
-0.12515106797218323,
0.10012037307024002,
-0.29239150881767273,
0.5461016893386841,
-0.5877328515052795,
-0.04613396152853966,
0.017911458387970924,
0.3903208374977112,
0.11521301418542862,
-0.684033215045929,
-0.08304841816425323,
-0.016462158411741257,
0.5406137704849243,
0.22127200663089752,
-0.5650595426559448,
0.1845061182975769,
-0.08116971701383591,
0.03250143676996231,
-0.5507671236991882,
-0.07699998468160629,
-0.15163584053516388,
-0.5909886956214905,
0.30560681223869324,
-0.06806054711341858,
-0.19647632539272308,
0.003123645903542638,
-0.11906134337186813,
-0.673021137714386,
0.03924361616373062,
-0.13078679144382477
] |
Workflow technologies are emerging as the dominant approach to coordinate groups of distributed services. However with a space filled with competing specifications, standards and frameworks from multiple domains, choosing the right tool for the job is not always a straightforward task. Researchers are often unaware of the range of technology that already exists and focus on implementing yet another proprietary workflow system. As an antidote to this common problem, this paper presents a concise survey of existing workflow technology from the business and scientific domain and makes a number of key suggestions towards the future development of scientific workflow systems. | [
0.0024766402784734964,
0.007824749685823917,
-0.008011357858777046,
0.009339828975498676,
0.011817303486168385,
-0.012820499949157238,
0.0061695994809269905,
0.022152306511998177,
-0.011251687072217464,
-0.02158227562904358,
-0.0029633725062012672,
0.017924103885889053,
-0.0010814901906996965,
0.012020032852888107,
0.008394705131649971,
-0.009001283906400204,
-0.0023473103065043688,
-0.02906932309269905,
0.005951409228146076,
-0.00574977183714509,
-0.006939822807908058,
0.0002758848131634295,
0.008565759286284447,
-0.0010498645715415478,
-0.016831504181027412,
0.01376513484865427,
-0.018411530181765556,
-0.007521148305386305,
-0.020602768287062645,
0.025004513561725616,
-0.011615680530667305,
-0.006806113291531801,
0.004780098330229521,
-0.005891343113034964,
0.006228917744010687,
0.0053613511845469475,
0.00008515653462382033,
0.02065158635377884,
0.006325879599899054,
-0.0020348152611404657,
0.015028045512735844,
0.0015686404658481479,
-0.003971317782998085,
-0.0035530931781977415,
-0.011767617426812649,
-0.015272515825927258,
-0.0014074282953515649,
-0.007999896071851254,
-0.009792887605726719,
0.009480585344135761,
-0.009749404154717922,
0.006652223877608776,
-0.0019636908546090126,
0.019215267151594162,
-0.0053614843636751175,
-0.010965007357299328,
0.01825217716395855,
0.0003578733594622463,
-0.0034175654873251915,
0.006325471214950085,
0.0038330331444740295,
-0.0075661796145141125,
0.013464722782373428,
-0.010599251836538315,
-0.011256854049861431,
-0.06731411814689636,
0.013149099424481392,
0.011626442894339561,
0.019396038725972176,
-0.026648325845599174,
0.0020599502604454756,
0.006940441206097603,
0.019478794187307358,
-0.012623482383787632,
-0.002038917737081647,
0.009907671250402927,
-0.003929639235138893,
0.004025174770504236,
-0.004908050876110792,
0.01679709181189537,
-0.01629176363348961,
-0.010108248330652714,
0.007928404957056046,
0.021216070279479027,
0.0016038926551118493,
0.019441993907094002,
-0.012078328989446163,
0.017615949735045433,
-0.004387393593788147,
-0.011475607752799988,
0.017178315669298172,
-0.019268162548542023,
-0.01637735590338707,
-0.0034496679436415434,
-0.011369649320840836,
-0.021541142836213112,
0.0061472454108297825,
0.005668336059898138,
0.01692788116633892,
-0.00919788796454668,
-0.0043744249269366264,
0.024574117735028267,
0.01693631336092949,
-0.002387856598943472,
0.026582559570670128,
0.008095269091427326,
-0.019651763141155243,
0.03094644472002983,
-0.019437264651060104,
0.000941283768042922,
-0.009270844981074333,
0.00026890088338404894,
0.00221672048792243,
0.010653858073055744,
0.006403690204024315,
-0.012778188101947308,
0.010436121374368668,
0.007546055596321821,
0.0011749773984774947,
-0.0038345211651176214,
0.01760278455913067,
-0.0038640880957245827,
0.012494820170104504,
-0.01300258468836546,
0.005312223453074694,
0.016758810728788376,
-0.014283794909715652,
-0.012163416482508183,
0.006866006180644035,
0.013706663623452187,
-0.010766464285552502,
0.0006765631260350347,
0.011805787682533264,
-0.0051261549815535545,
0.017096340656280518,
0.0009627293911762536,
-0.012392735108733177,
-0.020633161067962646,
0.002649179892614484,
-0.0258061271160841,
0.0011890999739989638,
0.007563815452158451,
0.003681321395561099,
0.009629578329622746,
0.009676490910351276,
-0.004470734857022762,
-0.023720992729067802,
0.005743031390011311,
-0.012165521271526814,
0.010132119059562683,
0.003775458550080657,
0.006016113329678774,
-0.015486601740121841,
0.005850279703736305,
-0.0070348018780350685,
-0.017527379095554352,
-0.0046139792539179325,
-0.02990029565989971,
-0.007458530832082033,
0.00859177578240633,
0.017393061891198158,
-0.0026157433167099953,
0.006879057269543409,
0.007558790501207113,
-0.017493966966867447,
0.0035833031870424747,
-0.011082485318183899,
0.004492724779993296,
0.0050319647416472435,
-0.0021884401794523,
-0.0169054064899683,
0.011885220184922218,
-0.00838156882673502,
0.010764272883534431,
-0.007861345075070858,
-0.007670104503631592,
0.009563446044921875,
0.003912107087671757,
-0.005798946600407362,
0.06709550321102142,
-0.01800861768424511,
-0.0074831112287938595,
-0.014597437344491482,
-0.00592253590002656,
0.005174122750759125,
-0.0060999891720712185,
0.0004880391061306,
-0.014517541974782944,
0.004333278629928827,
-0.008955550380051136,
-0.010268612764775753,
-0.03145327419042587,
0.0180840864777565,
-0.00654543237760663,
0.0017388167325407267,
0.0022100494243204594,
0.005354094319045544,
-0.00634302431717515,
0.005965213757008314,
0.004723101854324341,
0.03520093113183975,
0.004022697452455759,
0.008091508410871029,
0.0015779713867232203,
-0.020483702421188354,
0.00549343740567565,
-0.0314616896212101,
0.019675208255648613,
0.004396877717226744,
-0.01163986511528492,
0.004699126351624727,
0.010691395029425621,
-0.015611032955348492,
-0.013126381672918797,
-0.0010940685169771314,
0.012167243286967278,
0.009490816853940487,
-0.010398088954389095,
0.011192223988473415,
-0.014936196617782116,
-0.006703278515487909,
0.008452575653791428,
0.00803000945597887,
0.00378985283896327,
0.017733745276927948,
-0.0001434500009054318,
-0.004828622564673424,
0.012079302221536636,
0.0037258868105709553,
-0.010900652036070824,
-0.006943714804947376,
-0.008692856878042221,
-0.006593463942408562,
-0.008851108141243458,
0.00983656570315361,
-0.0015304407570511103,
0.007231227587908506,
-0.023070303723216057,
0.0030307781416922808,
-0.009439324960112572,
0.004218581598252058,
-0.007235015742480755,
0.016849176958203316,
0.025117000564932823,
-0.025131361559033394,
0.005453749094158411,
0.02119836024940014,
-0.009464876726269722,
-0.014840376563370228,
-0.006116965785622597,
-0.0006883263704366982,
0.02898166887462139,
0.009448648430407047,
-0.002089058281853795,
-0.028375301510095596,
0.010231662541627884,
0.01074096467345953,
0.0063806939870119095,
0.023287037387490273,
-0.0005326432292349637,
0.001143320114351809,
0.004525558091700077,
0.009510559029877186,
0.000501904112752527,
-0.008452524431049824,
0.016579581424593925,
0.042564112693071365,
-0.004531751852482557,
0.02324220910668373,
0.003991830162703991,
-0.0000889380753505975,
-0.00317961722612381,
0.005695585627108812,
-0.08217372745275497,
-0.014598497189581394,
-0.0026730187237262726,
0.0004876111925113946,
0.011195069178938866,
0.010745602659881115,
-0.023963944986462593,
0.01263243518769741,
-0.022500522434711456,
0.014630388468503952,
0.025793330743908882,
0.004446601495146751,
-0.012898189947009087,
-0.0011827058624476194,
-0.014633089303970337,
-0.017390744760632515,
0.006025179289281368,
-0.010328134521842003,
-0.0033621625043451786,
0.028227437287569046,
-0.01446277741342783,
-0.009499949403107166,
0.0007696981192566454,
-0.005032706074416637,
-0.005775517784059048,
-0.0010796596761792898,
0.02742454782128334,
0.006504018325358629,
0.005334550980478525,
0.0055861989967525005,
0.01490419078618288,
-0.02750188484787941,
-0.01234260480850935,
-0.023827549070119858,
0.006211073603481054,
0.002611783565953374,
-0.016609134152531624,
-0.009019066579639912,
-0.0010886471718549728,
-0.0050028469413518906,
0.022487405687570572,
0.015981027856469154,
-0.018140573054552078,
0.012061472982168198,
0.0033870479092001915,
-0.006418151780962944,
-0.006232251413166523,
-0.012917687185108662,
0.009517350234091282,
-0.012769961729645729,
0.02124011516571045,
-0.02402362786233425,
0.020355913788080215,
0.010947342962026596,
-0.004501305986195803,
-0.013832420110702515,
-0.01643206551671028,
0.019154131412506104,
-0.012221137061715126,
-0.00036703294608742,
0.002726991893723607,
-0.015161043033003807,
-0.021452168002724648,
0.021529508754611015,
0.0007060013595037162,
-0.004025900736451149,
0.01262041088193655,
0.022243136540055275,
0.021533556282520294,
0.0011849147267639637,
-0.012094525620341301,
-0.0037516760639846325,
-0.0010909666307270527,
0.003082431387156248,
-0.01024314109236002,
-0.01085712481290102,
-0.01653973013162613,
-0.00442203925922513,
0.0280715711414814,
-0.007628529332578182,
-0.008011496625840664,
0.0072004967369139194,
-0.0016917730681598186,
-0.0023935234639793634,
-0.018827585503458977,
-0.011685308068990707,
0.001081483205780387,
-0.015117567963898182,
-0.0055151404812932014,
-0.015895647928118706,
-0.017713837325572968,
-0.02637711726129055,
-0.031070595607161522,
0.0008354177116416395,
-0.018797162920236588,
0.004788049031049013,
-0.002147985389456153,
-0.008191467262804508,
-0.014645892195403576,
0.009328272193670273,
0.01605934277176857,
-0.004358045291155577,
-0.013759355060756207,
-0.011743796057999134,
-0.013306384906172752,
0.009380795992910862,
0.001937787514179945,
-0.0028783692978322506,
0.012682667933404446,
-0.011468589305877686,
-0.00863010622560978,
0.01091753039509058,
-0.008439277298748493,
0.0016462907660752535,
0.007574085611850023,
-0.010050850920379162,
-0.019583607092499733,
-0.0018072387902066112,
0.07339601963758469,
0.010923584923148155,
0.0032881395891308784,
-0.008642653934657574,
-0.015020974911749363,
-0.015334106050431728,
-0.0024054173845797777,
0.009041407145559788,
0.017210833728313446,
-0.011705616489052773,
0.010494635440409184,
0.00439499830827117,
-0.011448752135038376,
0.003889370709657669,
-0.013311599381268024,
-0.0039071892388165,
-0.011594670824706554,
-0.0022040267940610647,
0.0059103281237185,
0.016069091856479645,
0.005467647686600685,
-0.010588420554995537,
-0.007783766370266676,
0.0003769010363612324,
0.013767210766673088,
-0.021099146455526352,
0.01744784787297249,
-0.008547896519303322,
0.011827339418232441,
-0.0014315806329250336,
0.0044208550825715065,
0.0031164889223873615,
-0.00020355134620331228,
-0.017765233293175697,
0.031027214601635933,
0.023197345435619354,
-0.01394691877067089,
-0.0004674519004765898,
0.0021327887661755085,
0.0044839391484856606,
0.01029202900826931,
-0.012841269373893738,
0.0043797059915959835,
0.0177272018045187,
0.012086093425750732,
0.012415689416229725,
0.004122020211070776,
-0.00369498273357749,
-0.0007296877447515726,
0.03284277021884918,
-0.01027365680783987,
0.016608422622084618,
0.008219972252845764,
-0.016530362889170647,
0.02794807031750679,
-0.018978077918291092,
-0.006251179147511721,
-0.0030185184441506863,
0.0012283630203455687,
-0.007271850947290659,
-0.010323121212422848,
0.023372353985905647,
-0.005051823332905769,
-0.015516881830990314,
-0.006229163613170385,
-0.0028720239643007517,
0.020533226430416107,
-0.023317651823163033,
-0.01223726850003004,
0.03539803996682167,
0.002459634328261018,
-0.009245838038623333,
0.001922144670970738,
-0.02462097629904747,
0.0007783239125274122,
-0.01964610442519188,
0.0009528038208372891,
-0.013562730513513088,
0.003248625434935093,
-0.0014360382920131087,
0.017857085913419724,
-0.007343109231442213,
-0.003521434962749481,
-0.004730872344225645,
0.0040999227203428745,
-0.0031864712946116924,
0.0073650917038321495,
-0.07546992599964142,
0.002871143165975809,
0.0012167644454166293,
-0.0007592535112053156,
0.012647717259824276,
0.02714896760880947,
-0.0068973032757639885,
0.009276194497942924,
0.004803620744496584,
0.0018721309024840593,
-0.0002453309716656804,
0.006956704892218113,
0.02412024512887001,
0.001566584105603397,
0.005820152815431356,
-0.012616332620382309,
-0.0016321346629410982,
0.0016686022281646729,
0.0006303772097453475,
-0.0011168946512043476,
0.016323039308190346,
-0.03063693642616272,
-0.004556762985885143,
-0.014638098888099194,
0.00676608644425869,
-0.08199063688516617,
-0.005579998251050711,
-0.008403914980590343,
-0.003846223931759596,
-0.006665344815701246,
-0.0025533984880894423,
0.030109791085124016,
-0.007956999354064465,
0.014948333613574505,
-0.011568233370780945,
0.000010037173524324317,
-0.0030324244871735573,
-0.031723398715257645,
0.019402652978897095,
0.02462100423872471,
-0.000012491767847677693,
-0.0011909457389265299,
0.01396660041064024,
0.006689197383821011,
-0.022259414196014404,
0.018774114549160004,
0.0016797499265521765,
-0.0038595295045524836,
-0.0014071955811232328,
-0.012419267557561398,
-0.0035913526080548763,
-0.002120654098689556,
0.008149170316755772,
0.020195577293634415,
0.015788573771715164,
0.005362100433558226,
0.010156202130019665,
0.008430156856775284,
-0.0016287118196487427,
0.018308211117982864,
-0.005618104245513678,
-0.023420797660946846,
0.00537903793156147,
-0.0033047960605472326,
-0.007036404684185982,
-0.002704532351344824,
0.003797291312366724,
0.02918901853263378,
-0.008005652576684952,
0.017510289326310158,
-0.020455030724406242,
0.004867782816290855,
0.003592905355617404,
0.013751705177128315,
-0.000055201599025167525,
0.005762823391705751,
-0.02263757772743702,
0.010434424504637718,
-0.0025298490654677153,
-0.010973717086017132,
-0.002096825744956732,
-0.0003314865753054619,
0.007770171854645014,
0.007944600656628609,
0.015598288737237453,
-0.010116374120116234,
0.010351558215916157,
0.007185816764831543,
0.07223359495401382,
-0.028912333771586418,
0.005513081792742014,
-0.009196133352816105,
-0.000058140976761933416,
-0.007500958163291216,
0.004081194754689932,
-0.015147414989769459,
0.008801354095339775,
-0.005168240051716566,
0.00654850248247385,
-0.002744214842095971,
-0.016945691779255867,
0.0019535222090780735,
-0.015335753560066223,
0.019137974828481674,
-0.006479025352746248,
0.001904887962155044,
0.0008022434776648879,
-0.0016679808031767607,
0.00496209692209959,
-0.001176588935777545,
-0.010059015825390816,
0.013390791602432728,
-0.006913214921951294,
0.0005785897374153137,
-0.011477059684693813,
0.025116899982094765,
-0.003298469353467226,
-0.008567376993596554,
-0.010539957322180271,
0.019492924213409424,
-0.002421678276732564,
0.014257723465561867,
0.025920741260051727,
0.01776016131043434,
-0.007149959914386272,
-0.0026332277338951826,
-0.009569073095917702,
0.021649185568094254,
-0.015695026144385338,
0.03303965553641319,
-0.0002855859638657421,
0.0037521538324654102,
-0.003000051248818636,
-0.020535387098789215,
-0.004165556747466326,
0.023852849379181862,
0.0025225868448615074,
0.010065139271318913,
-0.004438574425876141,
-0.005225979257375002,
0.0045400639064610004,
0.012474300339818,
0.004038053099066019,
-0.017143424600362778,
-0.008686836808919907,
0.00871973019093275,
-0.001190464710816741,
-0.008831249549984932,
-0.00728808157145977,
-0.012836848385632038,
-0.01303692813962698,
0.010466312058269978,
0.006444810889661312,
0.011763466522097588,
0.0007154062623158097,
-0.013900026679039001,
-0.018228547647595406,
0.009007290005683899,
-0.013799102045595646,
0.01669665239751339,
-0.0027761042583733797,
0.013656502589583397,
0.003276859875768423,
0.02355133555829525,
-0.024225855246186256,
0.001905167126096785,
0.02050064317882061,
-0.00980152003467083,
-0.0076828328892588615,
0.0026801838539540768,
0.01606769487261772,
0.01392312441021204,
0.012073676101863384,
-0.0009298563236370683,
0.0045825419947505,
-0.010136409662663937,
-0.0008944826549850404,
0.006285890005528927,
0.0008813577587716281,
-0.009176895022392273,
-0.0011454353807494044,
-0.01703907735645771,
0.004287727642804384,
0.03405279293656349,
0.02132236957550049,
0.009045441634953022,
0.0031059652101248503,
0.011051541194319725,
-0.0006889129872433841,
0.003542214399203658,
0.008365516550838947,
-0.020407944917678833,
-0.0027585476636886597,
-0.015402666293084621,
0.017123091965913773,
0.01599392108619213,
0.0009345610742457211,
-0.028653467074036598,
-0.002037328202277422,
0.018603121861815453,
0.004437027499079704,
0.010216551832854748,
-0.0013611515751108527,
-0.007191701792180538,
-0.013065723702311516,
-0.013672917149960995,
0.007472452241927385,
-0.009400197304785252,
0.020772000774741173,
-0.014988251961767673,
-0.01292538270354271,
0.018701132386922836,
0.023581890389323235,
-0.015731506049633026,
-0.004008395131677389,
-0.007130598183721304,
-0.011571439914405346,
-0.0038615285884588957,
0.005208598915487528,
-0.0015466960612684488,
-0.005703732371330261,
0.00927586667239666,
0.01726738177239895,
-0.004469700623303652,
-0.00101226766128093,
-0.011501196771860123,
0.0016610582824796438,
-0.021399108693003654,
0.004477051552385092,
-0.005629715044051409,
-0.000598535465542227,
0.024309413507580757,
0.0069696661084890366,
-0.007061571814119816,
-0.00880677904933691,
0.050324928015470505,
0.005785384681075811,
0.0014989884803071618,
0.0036928977351635695,
0.017715906724333763,
0.01178556215018034,
-0.0009227079572156072,
0.011853273026645184,
0.029048684984445572,
-0.0017677975120022893,
-0.008369424380362034,
-0.0016659408574923873,
0.016347507014870644,
-0.022125881165266037,
0.0044365194626152515,
0.004867277108132839,
0.006954922340810299,
-0.011812335811555386,
0.03962906077504158,
-0.018258094787597656,
-0.0035554959904402494,
0.0055623711086809635,
0.0024195138830691576,
0.011074995622038841,
-0.026199767366051674,
-0.009730990044772625,
-0.003209806280210614,
0.0031441773753613234,
-0.01420648954808712,
-0.004556851461529732,
0.0008151630754582584,
-0.010346615687012672,
-0.0020734763238579035,
-0.0061410595662891865,
-0.025129083544015884,
0.006532963830977678,
-0.008081958629190922,
-0.005637126974761486,
-0.001198283047415316,
-0.003559265984222293,
0.00974507350474596,
0.003006808692589402,
-0.013935184106230736,
-0.006016129162162542,
-0.01928146556019783,
-0.027988426387310028,
-0.007715539541095495,
0.01997905597090721,
-0.015712160617113113,
-0.0029937762301415205,
-0.00010371406824560836,
-0.0025160028599202633,
-0.00217635091394186,
-0.0052159070037305355,
-0.003669440746307373
] | [
0.29503369331359863,
0.07321307063102722,
0.20042777061462402,
0.3002224862575531,
-0.017456160858273506,
-0.07856913655996323,
-0.1855078488588333,
-0.13724491000175476,
-0.3196137547492981,
-0.9565687775611877,
-0.32045629620552063,
0.3032548129558563,
-0.15986919403076172,
0.3460755944252014,
-0.39976996183395386,
0.4431038200855255,
0.18956348299980164,
0.17645421624183655,
-0.11405790597200394,
-0.14440055191516876,
-0.5136052966117859,
0.03753162920475006,
-0.08345910161733627,
-0.17655621469020844,
0.10587932914495468,
0.25992998480796814,
0.19372305274009705,
0.22092045843601227,
-0.36784908175468445,
-0.37436172366142273,
0.022240912541747093,
0.2512403428554535,
-0.04914568364620209,
-0.02940795011818409,
-0.10605810582637787,
-0.27038922905921936,
-0.11534671485424042,
-0.2945171892642975,
-0.2557651996612549,
-0.5068534016609192,
0.0488419383764267,
0.06283064186573029,
0.01482823770493269,
0.42252567410469055,
-0.015893151983618736,
-0.6194648146629333,
-1.622896432876587,
-0.0021724689286202192,
-0.4489280879497528,
0.2439531534910202,
-0.35656294226646423,
0.40771496295928955,
0.17428965866565704,
0.2517763674259186,
-0.2542971670627594,
0.40451693534851074,
0.24317650496959686,
-0.38601386547088623,
-0.05132908374071121,
-0.2201623022556305,
0.25652581453323364,
-0.021467046812176704,
-0.21765615046024323,
0.20114775002002716,
0.1994630992412567,
0.2943139374256134,
0.09725713729858398,
-0.26994824409484863,
-0.7253122925758362,
-0.08693194389343262,
0.0888083428144455,
-0.33474451303482056,
-0.09520530700683594,
0.7633758783340454,
-0.7168478965759277,
-0.053063057363033295,
0.3449092507362366,
-0.28966066241264343,
0.12211544066667557,
-0.16165077686309814,
-0.4215312600135803,
0.6648451089859009,
0.2191959172487259,
0.002651346381753683,
1.0164399147033691,
0.23513548076152802,
-0.14122147858142853,
0.8867210745811462,
-0.3069855868816376,
0.5588226318359375,
0.40648195147514343,
-0.9229446649551392,
0.44144436717033386,
0.28238534927368164,
0.5667120814323425,
0.2868789732456207,
0.6118807196617126,
0.15819233655929565,
0.3034329116344452,
0.42428502440452576,
0.07662244141101837,
0.057000532746315,
0.10759475082159042,
-0.18106167018413544,
-0.13914093375205994,
-0.37621060013771057,
-0.2752596139907837,
-0.6636242866516113,
-0.07296113669872284,
0.24694843590259552,
-0.24807853996753693,
0.2646474242210388,
-0.05924180895090103,
0.28673362731933594,
-0.12158813327550888,
0.6772780418395996,
0.15229842066764832,
0.2097327709197998,
-0.03349263593554497,
0.20143631100654602,
0.35907286405563354,
1.1235449314117432,
-0.028526898473501205,
0.3401447832584381,
0.015042767859995365,
0.02236630581319332,
0.5366894602775574,
0.48135805130004883,
-0.476664662361145,
-0.13278333842754364,
0.2990768849849701,
0.8719366788864136,
-0.2662568986415863,
-0.15515123307704926,
-0.12527810037136078,
0.02286742627620697,
0.35844311118125916,
0.30639129877090454,
0.16309191286563873,
-0.013897805474698544,
-0.7167952656745911,
-0.46133074164390564,
-0.1681075394153595,
-0.054077692329883575,
0.3383549749851227,
0.24884024262428284,
0.22474421560764313,
-0.6263367533683777,
-0.3080412745475769,
0.012732818722724915,
-0.3354576826095581,
0.3444195091724396,
-0.6196264028549194,
0.1403563767671585,
-0.3467523455619812,
0.7354441285133362,
0.2326672375202179,
-0.33007878065109253,
0.3580816388130188,
-0.10473566502332687,
-0.12312924116849899,
0.266783744096756,
-0.675460696220398,
-0.35720857977867126,
-0.22283242642879486,
-0.632138729095459,
0.23484791815280914,
0.4235207140445709,
0.3969217836856842,
0.10034628212451935,
-0.04179928079247475,
0.11784851551055908,
-0.3307361602783203,
-0.10503636300563812,
0.2997187674045563,
0.23567895591259003,
0.4522254467010498,
0.23186655342578888,
0.3959462344646454,
0.3526667654514313,
-0.647526204586029,
-0.029044589027762413,
0.28426194190979004,
-0.43857353925704956,
0.33268922567367554,
0.022086912766098976,
0.32283130288124084,
-0.09787960350513458,
-0.20661333203315735,
0.13716143369674683,
-0.5988438725471497,
-0.4481450617313385,
0.0252415519207716,
-0.9815424680709839,
1.222480297088623,
-0.2053793966770172,
-0.22273406386375427,
1.1987227201461792,
-0.2820883095264435,
0.030398087576031685,
0.016131902113556862,
0.2995016574859619,
-0.0423528254032135,
-0.43742579221725464,
-0.6892486810684204,
-0.32763251662254333,
0.0024317335337400436,
0.17296476662158966,
-0.5873823761940002,
-0.1798827201128006,
0.5115758180618286,
-0.17035791277885437,
0.09909037500619888,
-0.5861145257949829,
0.055413391441106796,
0.22364521026611328,
-0.2447260171175003,
0.6384781002998352,
-0.12639495730400085,
0.29144084453582764,
1.498380422592163,
-0.6041855812072754,
0.43235716223716736,
1.0540324449539185,
0.07574625313282013,
0.2999926507472992,
0.8286247253417969,
-0.03586650639772415,
0.775249183177948,
-0.3726344108581543,
-0.056630004197359085,
-0.025056136772036552,
0.2852756977081299,
-0.6353999972343445,
-0.5458081960678101,
0.1814914494752884,
0.19241216778755188,
-0.5990159511566162,
0.01959180273115635,
-0.03662280738353729,
-0.2849571406841278,
0.28986090421676636,
-0.4995754361152649,
0.5851356983184814,
0.4470251202583313,
-0.5092482566833496,
-0.39070460200309753,
0.14084471762180328,
-0.32861271500587463,
-0.17258019745349884,
-0.023773498833179474,
0.7029833197593689,
0.31627121567726135,
-0.8335695266723633,
-0.1314927041530609,
-0.03792703151702881,
-0.26831701397895813,
-0.17417502403259277,
-0.12228748947381973,
-0.04911302402615547,
-0.010602530092000961,
-0.019951827824115753,
-0.142228364944458,
0.3566564917564392,
0.12444329261779785,
-0.3366643190383911,
-0.5326971411705017,
-0.5379519462585449,
0.3301004469394684,
0.5391857624053955,
0.25438594818115234,
-0.19292525947093964,
-0.03821035847067833,
-0.1437995433807373,
-0.07217099517583847,
-0.6885365843772888,
-0.018886471167206764,
-0.1682744324207306,
-0.5984961986541748,
-0.613489031791687,
0.2812265455722809,
0.5521370768547058,
0.6780295968055725,
-0.5171918869018555,
-0.592596709728241,
-0.21416303515434265,
0.10882646590471268,
-0.3113600015640259,
-0.5649343729019165,
0.09018779546022415,
-0.12545473873615265,
0.19444744288921356,
-0.3079359531402588,
-0.17221905291080475,
0.6692829132080078,
0.3657938838005066,
-0.27839067578315735,
0.24231663346290588,
0.1859780102968216,
-0.15083999931812286,
-0.40615808963775635,
0.4690122902393341,
-0.03155652433633804,
-0.37534278631210327,
-0.041699931025505066,
-0.7247864007949829,
0.018848750740289688,
0.21706335246562958,
-5.862236499786377,
-0.573165774345398,
-0.22163765132427216,
0.10866831988096237,
-0.26456040143966675,
-0.0962466150522232,
0.7191886305809021,
-0.2618952691555023,
0.3939121961593628,
0.11920222640037537,
0.027120770886540413,
0.35181063413619995,
0.09059163182973862,
0.37430062890052795,
0.1618543565273285,
0.581107497215271,
0.6667643785476685,
0.5527841448783875,
0.11708708852529526,
-0.21251250803470612,
-0.0649278312921524,
-0.08125731348991394,
-0.22650592029094696,
0.3068265914916992,
0.28410911560058594,
-0.4862777292728424,
-1.0466941595077515,
0.2915734350681305,
-0.31851455569267273,
-0.0328553169965744,
0.19738921523094177,
-0.056647468358278275,
-0.3057190179824829,
-0.13959901034832,
0.27215561270713806,
-0.0434965156018734,
0.661420464515686,
0.07003489136695862,
0.43000665307044983,
-0.34321126341819763,
0.46209901571273804,
0.3746027648448944,
0.16814643144607544,
-0.3260107934474945,
0.2712515592575073,
-0.40711236000061035,
-0.27859413623809814,
0.2254011183977127,
-0.11564511060714722,
0.6686335206031799,
-0.17650824785232544,
-0.30427172780036926,
0.6705668568611145,
-0.38558486104011536,
0.3106301426887512,
-0.5973623991012573,
0.4400648772716522,
0.13676179945468903,
-0.3816617727279663,
0.36686089634895325,
0.1652793437242508,
-0.5746561884880066,
0.2178732007741928,
-0.9529140591621399,
-0.4779907763004303,
0.17347955703735352,
-0.9577683806419373,
-0.7315240502357483,
0.14427971839904785,
-0.11242680251598358,
-0.6782975792884827,
0.8349261283874512,
0.20416416227817535,
-0.3648533225059509,
0.6659811735153198,
-0.4769158363342285,
0.5468493103981018,
0.10898807644844055,
0.19722411036491394,
0.027805224061012268,
-0.12128026783466339,
-0.4577021896839142,
-0.15992292761802673,
-0.31481611728668213,
-0.024254929274320602,
-0.37261778116226196,
0.11249331384897232,
0.029970740899443626,
-0.46132928133010864,
0.46137866377830505,
0.7988368272781372,
0.06525950133800507,
0.23782837390899658,
0.6476673483848572,
0.680863082408905,
0.4675467610359192,
0.4219527244567871,
0.3331618905067444,
-0.06187933683395386,
-0.3292393684387207,
0.3651008903980255,
-0.12047635018825531,
-0.4653644859790802,
-0.5778325200080872,
0.1395876109600067,
0.10954219847917557,
-0.22781072556972504,
-0.07743004709482193,
0.6426268815994263,
0.002174273133277893,
0.03622443228960037,
0.07457204163074493,
-0.5693789720535278,
-0.23909543454647064,
0.012423683889210224,
-0.2063593566417694,
-0.7168265581130981,
0.17190110683441162,
0.07955021411180496,
-0.1290399730205536,
0.061756063252687454,
0.2201838493347168,
0.24139180779457092,
0.33373215794563293,
0.5139465928077698,
-0.13747169077396393,
0.01637520082294941,
0.6108657121658325,
-0.0813402608036995,
-0.047605883330106735,
0.44471219182014465,
0.38736018538475037,
-0.4042437672615051,
-0.37993311882019043,
-0.1724318414926529,
-0.4455399811267853,
-0.11741160601377487,
0.3038652241230011,
-0.1328466385602951,
-0.6415897011756897,
0.19962801039218903,
0.09394684433937073,
0.12181686609983444,
-0.1698640137910843,
0.2748607397079468,
0.22876247763633728,
-0.6856831312179565,
0.13177978992462158,
0.07042672485113144,
0.10738349705934525,
-0.370078444480896,
-0.4692600965499878,
0.040844716131687164,
-0.07836216688156128,
0.15520258247852325,
-0.25309106707572937,
0.26057642698287964,
0.3011181056499481,
0.1590447574853897,
-0.501410186290741,
0.18170860409736633,
-0.06321007013320923,
-0.9255117774009705,
0.15168578922748566,
0.14663144946098328,
0.1046137586236,
-0.6572022438049316,
-0.053014736622571945,
-0.1507040560245514,
0.36779651045799255,
0.09667535871267319,
-0.4104505777359009,
-0.48762547969818115,
-0.7818807363510132,
-0.10361931473016739,
0.10447452962398529,
0.3496633768081665,
0.461856484413147,
-0.10157295316457748,
-0.09046630561351776,
-0.09341799467802048,
-0.6259572505950928,
-0.29141542315483093,
0.33169272541999817,
0.536442220211029,
-0.05876468867063522,
0.14737051725387573,
-0.0674823522567749,
-0.3504452705383301,
-0.06764121353626251,
0.33019232749938965,
0.37466615438461304,
0.659116804599762,
0.02547740936279297,
0.06519584357738495,
-0.8369258642196655,
0.44206753373146057,
0.10372699052095413,
-0.498445063829422,
-0.9094874858856201,
-0.024067528545856476,
0.7324678301811218,
-0.6186358332633972,
0.24155816435813904,
0.44294217228889465,
-0.8136703372001648,
0.20498798787593842,
-0.31766781210899353,
-0.06274857372045517,
-0.15604360401630402,
-0.8851785659790039,
-0.23173759877681732,
-0.21832527220249176,
0.0074702841229736805,
-0.5047672986984253,
-0.37287747859954834,
0.2843511700630188,
-0.08692076057195663,
-0.5294193029403687,
0.46889549493789673,
0.23205754160881042,
0.007355353329330683,
-0.5902202725410461,
-0.019179286435246468,
-0.4340106248855591,
0.12151426076889038,
0.20698364078998566,
-0.2078026980161667,
-0.19424204528331757,
-0.3109545409679413,
-0.2676088511943817,
-0.24670249223709106,
0.12687340378761292,
-0.023344093933701515,
-0.0379343219101429,
-0.3079587519168854,
-0.11357901245355606,
0.32439324259757996,
0.07710793614387512,
-0.22127820551395416,
-0.001886780490167439,
0.7453046441078186,
-0.2823837101459503,
-0.8006821274757385,
-0.2503295838832855,
0.10533226281404495,
-0.0006231341394595802,
-0.2956373393535614,
-1.2112160921096802,
-0.3998905420303345,
0.339444100856781,
-0.4620736241340637,
-0.1323959231376648,
-0.09210262447595596,
0.7048131823539734,
0.04373732954263687,
-0.6113455891609192,
-0.6075859665870667,
-0.03667503967881203,
0.1680917590856552,
-0.0803297758102417,
-0.7785506844520569,
-0.4626036286354065,
-0.45216089487075806,
0.46727296710014343,
0.4551207721233368,
-0.33054059743881226,
-0.7915878891944885,
-0.034153636544942856,
-0.5760037302970886,
0.13448630273342133,
-0.13701379299163818,
0.23375368118286133,
0.16655974090099335,
0.8174418210983276,
-0.2298576831817627,
-0.18227586150169373,
0.0032458791974931955,
0.15457144379615784,
0.21895109117031097,
0.0799240916967392,
-0.29037266969680786,
0.14978894591331482,
0.08991778641939163,
0.6724557876586914,
-0.008449503220617771,
0.6239558458328247,
-0.035937823355197906,
-0.016257230192422867,
-0.22088396549224854,
-0.4263462424278259,
0.1456986516714096,
-0.08847908675670624,
0.37959417700767517,
-0.2191966474056244,
-0.1798822283744812,
0.7024626731872559,
-0.1340579390525818,
-0.22931791841983795,
0.26844021677970886,
-0.030753863975405693,
0.5627110600471497,
0.45699450373649597,
-1.139705777168274,
0.7196323275566101,
0.31028297543525696,
-0.028928592801094055,
0.3150518834590912,
0.25794127583503723,
0.2185610979795456,
0.34898635745048523,
0.0918867364525795,
0.3452972173690796,
0.6420400142669678,
-0.3868076801300049,
0.02117069810628891,
0.12673351168632507,
-0.42083314061164856,
1.1836258172988892,
0.06661378592252731,
-0.3414818346500397,
0.11381639540195465,
0.3213290274143219,
0.007333469111472368,
-0.10185596346855164,
0.5280647873878479,
-0.2666962444782257,
0.15362368524074554,
0.01759534887969494,
0.25333982706069946,
0.5370514988899231,
0.696421205997467,
-0.28013285994529724,
-0.20053936541080475,
0.08815085887908936,
-0.02195684053003788,
0.022053876891732216,
-0.16375896334648132,
-0.4194454550743103,
0.36735254526138306,
0.6142054796218872,
0.030654411762952805,
-0.15865550935268402,
0.37263545393943787,
-0.2759443521499634,
0.4319947063922882,
0.600263774394989,
0.36848926544189453,
-0.6094683408737183,
0.36238688230514526,
0.07443918287754059,
0.25977078080177307,
0.03431598097085953,
0.1531716138124466,
-0.4582839906215668,
-0.7213230133056641,
0.12614178657531738,
-0.3409232795238495,
0.37670883536338806,
0.2285449057817459,
0.28122276067733765,
0.5858711004257202,
-0.35798245668411255,
-0.0924588069319725,
-0.5609793663024902,
-0.01635209284722805,
0.8554739952087402,
-0.38677242398262024,
0.24656152725219727,
0.055946603417396545,
-0.11495298892259598,
0.3574586510658264,
-0.6517395973205566,
0.5015721321105957,
-0.15960480272769928,
-0.8400945663452148,
0.7101038098335266,
0.25005412101745605,
0.05893644690513611,
-0.00004669242480304092,
0.12717758119106293,
0.39735138416290283,
-0.030302144587039948,
-0.15597708523273468,
0.005018727388232946,
0.20307327806949615,
-0.17165784537792206,
0.47441786527633667,
0.48826518654823303,
0.007556406315416098,
-0.3882483243942261,
-0.46493616700172424,
-0.1048068031668663,
0.34006017446517944,
-0.09960010647773743,
0.04933667555451393,
-0.30489593744277954,
0.894548773765564,
0.4954088032245636,
0.465936541557312,
0.04513835534453392,
0.14787501096725464,
0.0416877344250679,
0.4091077148914337,
-0.3168855905532837,
0.16976162791252136,
-0.6602347493171692,
-0.07447633892297745,
-0.5889825820922852,
0.21065916121006012,
0.6530864834785461,
0.35818031430244446,
-0.22122079133987427,
0.025466764345765114,
-0.07021910697221756,
0.19267182052135468,
0.32688987255096436,
-0.12222513556480408,
0.026907904073596,
-0.45309287309646606,
-0.18398810923099518,
-0.23798079788684845,
0.5937157869338989,
-0.3619575500488281,
0.2994701862335205,
-0.27513715624809265,
0.2699624300003052,
0.27252525091171265,
-0.32290181517601013,
0.5541355609893799,
0.10263407975435257,
0.1426420658826828,
-0.4218723475933075,
0.5415176153182983,
-0.277707040309906,
-0.024010634049773216,
-0.2397049367427826,
0.058492761105298996,
0.43392395973205566,
-0.3096243441104889,
0.0037186879198998213,
-0.05211757495999336,
-0.4111473262310028,
0.3177344799041748,
-0.6354948878288269,
0.5981942415237427,
-0.27961963415145874,
-0.10055150091648102,
-0.7486961483955383,
0.3585227131843567,
0.21578370034694672,
-0.23203513026237488,
-0.15526823699474335,
-0.22151736915111542,
-0.5606690049171448,
0.2897660732269287,
0.14150287210941315,
-0.6700073480606079,
-0.21103478968143463,
-0.011759806424379349
] |
The encoder-decoder framework has achieved promising progress for many sequence generation tasks, including machine translation, text summarization, dialog system, image captioning, etc. Such a framework adopts an one-pass forward process while decoding and generating a sequence, but lacks the deliberation process: A generated sequence is directly used as final output without further polishing. However, deliberation is a common behavior in human’s daily life like reading news and writing papers/articles/books. In this work, we introduce the deliberation process into the encoder-decoder framework and propose deliberation networks for sequence generation. A deliberation network has two levels of decoders, where the first-pass decoder generates a raw sequence and the second-pass decoder polishes and refines the raw sentence with deliberation. Since the second-pass deliberation decoder has global information about what the sequence to be generated might be, it has the potential to generate a better sequence by looking into future words in the raw sentence. Experiments on neural machine translation and text summarization demonstrate the effectiveness of the proposed deliberation networks. On the WMT 2014 English-to-French translation task, our model establishes a new state-of-the-art BLEU score of 41.5. | [
-0.002296252641826868,
0.013606458902359009,
0.0022639345843344927,
0.013336962088942528,
-0.014606963843107224,
-0.00625641830265522,
0.008900845423340797,
0.001811787486076355,
-0.012301284819841385,
0.0013699437258765101,
-0.012457440607249737,
0.014663566835224628,
0.015153605490922928,
0.006768468301743269,
0.004474780987948179,
0.026627210900187492,
-0.007903932593762875,
0.0005211704410612583,
0.007371770218014717,
-0.0118150245398283,
0.026707880198955536,
-0.0072036562487483025,
0.008341779932379723,
-0.026696614921092987,
0.006625805981457233,
0.014237873256206512,
-0.004183840472251177,
0.009942732751369476,
0.01138760894536972,
-0.0011772139696404338,
-0.006652208976447582,
0.0039223735220730305,
0.004850087687373161,
0.0007313131354749203,
-0.0020225518383085728,
-0.01396115031093359,
-0.006265563890337944,
0.017934799194335938,
0.03908450901508331,
-0.004414859227836132,
-0.000034215510822832584,
-0.009364009834825993,
0.0028427117504179478,
-0.011665484867990017,
-0.007569714915007353,
0.014022452756762505,
0.003411781508475542,
0.008104653097689152,
-0.005277452990412712,
0.009889695793390274,
-0.011346756480634212,
-0.001111419522203505,
0.004090193659067154,
0.01665716990828514,
-0.005599074065685272,
-0.020376557484269142,
0.017916979268193245,
-0.012006491422653198,
-0.012532107532024384,
-0.004234957508742809,
-0.012708162888884544,
0.008398054167628288,
0.0007543927058577538,
-0.027382371947169304,
-0.02001373842358589,
-0.06733442842960358,
0.004657991696149111,
-0.006898519117385149,
0.002152850851416588,
-0.02130822092294693,
0.005788842216134071,
0.008816534653306007,
-0.019938580691814423,
0.017376292496919632,
0.01246087346225977,
-0.009494325146079063,
-0.014540569856762886,
0.013236292637884617,
0.0015891771763563156,
-0.010469652712345123,
-0.03909202665090561,
-0.013743634335696697,
-0.005441397428512573,
0.012421167455613613,
-0.015352357178926468,
-0.004360345657914877,
-0.01038776058703661,
0.026655787602066994,
-0.00595559598878026,
0.02529134973883629,
0.017897943034768105,
0.022606655955314636,
-0.012643065303564072,
0.02289997972548008,
-0.018575936555862427,
0.02259846404194832,
-0.006087448447942734,
-0.03181508928537369,
-0.006456978619098663,
0.005600615404546261,
-0.010106273926794529,
-0.002093581249937415,
0.016545142978429794,
-0.0007933136075735092,
-0.003370197955518961,
0.010166043415665627,
0.012479218654334545,
0.025443604215979576,
-0.023398932069540024,
0.003805143292993307,
0.018489137291908264,
0.024909470230340958,
-0.018967270851135254,
0.007432614453136921,
0.01891193352639675,
-0.03082454949617386,
0.011761477217078209,
0.009834874421358109,
0.009197652339935303,
0.007416969630867243,
0.0034410373773425817,
0.013252504169940948,
0.013804125599563122,
-0.013664121739566326,
0.0063443249091506,
0.017294639721512794,
-0.004496068228036165,
-0.021169573068618774,
-0.0008612963720224798,
0.004480120725929737,
-0.009150240570306778,
-0.00030748872086405754,
-0.02151939831674099,
-0.012897191569209099,
0.013215506449341774,
-0.004126140847802162,
0.0027410679031163454,
-0.002493340987712145,
0.0016175606288015842,
0.01170823909342289,
0.016797322779893875,
0.004871746059507132,
0.0002874961355701089,
0.019254840910434723,
0.027727976441383362,
-0.0035493681207299232,
-0.01797838695347309,
0.0028477669693529606,
-0.0020082753617316484,
0.01255873590707779,
-0.020103154703974724,
-0.0017495672218501568,
-0.008101523853838444,
-0.011631486937403679,
0.01748482510447502,
-0.018357405439019203,
-0.020563507452607155,
-0.013923175632953644,
-0.006082790903747082,
0.005572044290602207,
0.017878642305731773,
-0.02788819558918476,
0.011264929547905922,
0.006146545521914959,
-0.010870518162846565,
-0.008312486112117767,
-0.0032406619284301996,
0.009953457862138748,
-0.020519448444247246,
-0.00019613938638940454,
-0.0062308236956596375,
0.03087528981268406,
0.012520316056907177,
0.006400350481271744,
-0.0012485462939366698,
-0.009089152328670025,
0.018808919936418533,
0.005148683674633503,
-0.013624828308820724,
0.06758730113506317,
-0.006503201089799404,
0.012119675055146217,
-0.003282042918726802,
0.025652533397078514,
0.011014060117304325,
-0.0005832777824252844,
-0.008365854620933533,
-0.0030321944504976273,
0.010864975862205029,
0.012232473120093346,
-0.019771520048379898,
-0.004473485518246889,
0.00789229478687048,
-0.017210472375154495,
-0.005599030759185553,
0.0029744019266217947,
-0.0002615884877741337,
-0.002749138278886676,
0.0054992628283798695,
0.0057944185100495815,
0.019061828032135963,
-0.011107620783150196,
0.008414266631007195,
0.0036647359374910593,
-0.004597843624651432,
0.00861955527216196,
-0.01854773238301277,
-0.0018137944862246513,
-0.00993281789124012,
-0.0016150737646967173,
0.014910329133272171,
-0.005799447651952505,
-0.003897164948284626,
-0.010670514777302742,
0.0037193226162344217,
0.007733490318059921,
-0.01569870300590992,
0.0037699914537370205,
0.028559669852256775,
-0.012673147954046726,
-0.003157050348818302,
0.01888148859143257,
0.018049560487270355,
-0.0056349849328398705,
0.012838165275752544,
-0.016518650576472282,
-0.0061419946141541,
0.010972166433930397,
-0.009044988080859184,
-0.014275229535996914,
0.006111658178269863,
-0.01507849246263504,
-0.00746158417314291,
0.03710588812828064,
0.01792277581989765,
0.020341813564300537,
0.005704816430807114,
-0.022522704675793648,
0.004913036711513996,
-0.009180624969303608,
-0.00815201923251152,
-0.006233828607946634,
0.015320586040616035,
-0.0005211303941905499,
-0.03713679313659668,
-0.021628553047776222,
0.022868644446134567,
-0.004156460985541344,
0.015136158093810081,
0.0002361347433179617,
0.003563882317394018,
-0.008088131435215473,
-0.013510076329112053,
-0.018572652712464333,
0.03389855474233627,
-0.007971803657710552,
-0.005068156868219376,
-0.0262911319732666,
0.02321716398000717,
0.0008636834099888802,
-0.005374294705688953,
0.00672916742041707,
-0.002429623156785965,
-0.001769261434674263,
-0.025780504569411278,
0.007328222971409559,
0.01986333355307579,
0.011943711899220943,
0.015981480479240417,
-0.010229526087641716,
0.003910655155777931,
-0.008662788197398186,
-0.0029078670777380466,
-0.08160720765590668,
-0.00937123503535986,
0.0033932423684746027,
-0.01698041707277298,
0.008948113769292831,
-0.0006347610615193844,
0.01321171224117279,
0.0013394691050052643,
-0.01573404110968113,
-0.017838619649410248,
0.02293727919459343,
-0.006542311981320381,
-0.01477549783885479,
0.009384581819176674,
0.027888363227248192,
-0.005029157269746065,
0.011246810667216778,
0.011830413714051247,
0.00885768048465252,
0.0008123862789943814,
0.0028695310465991497,
0.00982251763343811,
0.019600778818130493,
-0.0165560245513916,
-0.02152775414288044,
0.005819589830935001,
-0.009596211835741997,
0.00794468354433775,
0.025192636996507645,
0.007741376757621765,
-0.0035661119036376476,
-0.028988448902964592,
0.024938374757766724,
-0.016440335661172867,
0.015600071288645267,
-0.002298331819474697,
0.019713707268238068,
-0.03740764036774635,
-0.02674981951713562,
0.025944478809833527,
0.019484784454107285,
0.003440107451751828,
-0.010596124455332756,
-0.0023728872183710337,
0.012720375321805477,
0.021695781499147415,
0.010138174518942833,
0.0037351222708821297,
0.008562859147787094,
-0.0028350234497338533,
0.02606988325715065,
-0.002516265492886305,
-0.01751111075282097,
0.014245131984353065,
-0.009502665139734745,
0.016497507691383362,
0.009521011263132095,
0.02304666116833687,
-0.009885076433420181,
-0.002205931581556797,
-0.01998818852007389,
-0.01036482397466898,
-0.024252884089946747,
0.0007341466844081879,
0.019083797931671143,
-0.007205430418252945,
0.006430438719689846,
0.008183597587049007,
0.007354529574513435,
0.01146441325545311,
0.012812644243240356,
-0.02968740090727806,
-0.018464045599102974,
0.002591914962977171,
-0.013400557450950146,
-0.01327105425298214,
-0.012104323133826256,
0.0011830087751150131,
-0.020984746515750885,
0.006492267828434706,
-0.016552692279219627,
0.01771467551589012,
-0.01313108578324318,
0.005536559969186783,
-0.021564332768321037,
0.012798268347978592,
0.002293330617249012,
0.0017736490117385983,
0.008483568206429482,
-0.011974390596151352,
0.01992671564221382,
0.018024668097496033,
0.01351552177220583,
0.005297303665429354,
-0.006884428672492504,
-0.025039508938789368,
-0.0011279822792857885,
-0.01736714318394661,
0.011791640892624855,
0.008974581956863403,
-0.03222520649433136,
0.0027944915927946568,
0.002997832139953971,
-0.01172324176877737,
-0.001851349137723446,
0.006008760537952185,
-0.0017999530537053943,
0.010291406884789467,
0.01780787482857704,
-0.006471144966781139,
0.0015455575194209814,
0.014460056088864803,
-0.012247676961123943,
0.015091917477548122,
0.007692263461649418,
-0.01355300098657608,
-0.004453089088201523,
0.014395039528608322,
0.07261869311332703,
0.010977477766573429,
0.014274216257035732,
-0.01886729523539543,
-0.010534413158893585,
-0.005197194404900074,
0.010673092678189278,
0.014000928960740566,
0.01691485568881035,
0.012725390493869781,
0.011223244480788708,
-0.002703265752643347,
0.02098786272108555,
0.008488664403557777,
-0.0013769288780167699,
-0.0003024048637598753,
0.0018178236205130816,
-0.027046946808695793,
0.011353825218975544,
-0.016063889488577843,
0.015970757231116295,
-0.016828224062919617,
0.003565326100215316,
0.025937791913747787,
-0.012208482250571251,
-0.011723189614713192,
0.011374307796359062,
-0.017449304461479187,
-0.011046567931771278,
0.0037399257998913527,
0.000891874311491847,
-0.007731598801910877,
-0.0036145716439932585,
0.017342517152428627,
0.010723380371928215,
0.012029441073536873,
0.01054544560611248,
-0.013760759495198727,
-0.006314579397439957,
-0.0034137479960918427,
0.023592010140419006,
-0.015867512673139572,
0.005704348441213369,
0.015181723982095718,
-0.0025536147877573967,
0.023383980616927147,
0.0074972789734601974,
-0.0014358555199578404,
0.00710802897810936,
0.005683843977749348,
-0.013994332402944565,
-0.0001642467686906457,
0.008511166088283062,
0.00008603854803368449,
0.029691806063055992,
-0.011330921202898026,
0.023453038185834885,
-0.006318441592156887,
-0.0014155525714159012,
0.011206980794668198,
-0.011005641892552376,
-0.01985175907611847,
0.01531769149005413,
0.008114942349493504,
-0.011850216425955296,
-0.02449638582766056,
0.02133081667125225,
-0.02459161914885044,
0.00039536209078505635,
-0.0010531004518270493,
0.027713540941476822,
0.019442139193415642,
-0.028965843841433525,
-0.0007160124368965626,
-0.00680644391104579,
-0.014981399290263653,
0.012317969463765621,
-0.01716223917901516,
-0.001957469619810581,
0.008457164280116558,
-0.013093135319650173,
0.018088076263666153,
-0.00039916648529469967,
0.018028896301984787,
0.011648856103420258,
-0.009559419006109238,
-0.0036611410323530436,
-0.0749887228012085,
0.004690449219197035,
0.01557723805308342,
-0.005286108702421188,
-0.004444736987352371,
0.02538653090596199,
-0.0058728293515741825,
-0.01325911283493042,
0.0018348400481045246,
-0.010351846925914288,
0.022458454594016075,
-0.009585950523614883,
-0.032605089247226715,
-0.003240229794755578,
0.006218896247446537,
0.026380367577075958,
-0.0060301125049591064,
-0.0056271180510520935,
0.0028223912231624126,
0.009091434068977833,
0.003990537952631712,
-0.009505638852715492,
0.01591872051358223,
0.012742397375404835,
-0.015567488968372345,
-0.08152477443218231,
-0.0020384222734719515,
-0.011635779403150082,
-0.006042267195880413,
-0.0020818032789975405,
-0.0017219425644725561,
-0.00879104994237423,
-0.009891066700220108,
0.04419410973787308,
-0.010719960555434227,
0.003590046428143978,
-0.0021744458936154842,
0.018318243324756622,
0.013160905800759792,
-0.02159123495221138,
-0.0002798160712700337,
0.003635469125583768,
-0.019458772614598274,
0.011253117583692074,
0.014453824609518051,
-0.01798839680850506,
-0.010281125083565712,
-0.011700845323503017,
0.017986895516514778,
-0.011798743158578873,
0.006429839879274368,
0.00881131924688816,
0.00898493267595768,
0.014973273500800133,
-0.006851010024547577,
0.011938363313674927,
-0.007775246165692806,
-0.017157066613435745,
-0.00912858359515667,
0.014225694350898266,
0.0009189328993670642,
0.010114852339029312,
0.001563160214573145,
-0.009106689132750034,
-0.0016293033258989453,
-0.0005074732471257448,
-0.014940695837140083,
0.014881971292197704,
0.00253123976290226,
0.0029067315626889467,
-0.005022902507334948,
0.003917295951396227,
-0.006395772565156221,
0.005848363973200321,
-0.01090963277965784,
0.0027704788371920586,
-0.016199320554733276,
0.008155487477779388,
0.013510514982044697,
0.0009770267643034458,
0.015519924461841583,
-0.0022607273422181606,
0.019223906099796295,
0.029798081144690514,
0.0026354044675827026,
-0.012458954006433487,
0.013718565925955772,
-0.023029588162899017,
0.07240939140319824,
0.0068122223019599915,
0.004221945535391569,
0.022275414317846298,
0.0028292271308600903,
-0.0016855832654982805,
-0.01076163724064827,
0.014384754933416843,
-0.022889230400323868,
0.006919102743268013,
0.019692592322826385,
-0.007362465374171734,
-0.0034143163356930017,
0.005105862393975258,
0.017839130014181137,
0.006970588117837906,
-0.017825212329626083,
-0.009448729455471039,
0.009251006878912449,
0.008746692910790443,
-0.010151982307434082,
0.014044361189007759,
-0.02786487340927124,
0.012432366609573364,
-0.005102501250803471,
-0.00860781129449606,
-0.006113925017416477,
0.020548757165670395,
0.005056797061115503,
0.0018509443616494536,
-0.026998033747076988,
0.009928245097398758,
-0.005063970107585192,
-0.02873849868774414,
0.02072894759476185,
-0.029916677623987198,
0.007925145328044891,
-0.0016369296936318278,
-0.025223635137081146,
0.025485996156930923,
0.004219867289066315,
-0.003833142574876547,
0.004781422205269337,
0.0025704645086079836,
0.0032031084410846233,
-0.010705232620239258,
0.0014151931973174214,
0.031716927886009216,
0.012886697426438332,
0.006798439659178257,
0.024748260155320168,
-0.00043462857138365507,
0.006322016473859549,
0.009261620230972767,
0.0030559455044567585,
0.010935964062809944,
-0.03493133932352066,
0.006868825294077396,
-0.0037034335546195507,
0.0008462732657790184,
-0.00510045699775219,
-0.010111978277564049,
-0.011203277856111526,
-0.005734048783779144,
0.000679733813740313,
-0.023216700181365013,
-0.006174907088279724,
-0.01985577866435051,
0.005529236048460007,
0.016067858785390854,
0.007123755291104317,
-0.02233365923166275,
0.0029552048072218895,
0.03430639207363129,
-0.005402230657637119,
-0.003223047824576497,
-0.0034703474957495928,
-0.0023004692047834396,
0.0026350696571171284,
0.002616459969431162,
-0.010146865621209145,
0.012073538266122341,
0.018868638202548027,
0.015301823616027832,
-0.0046344962902367115,
-0.005627302452921867,
-0.019339581951498985,
0.00712937954813242,
0.00023366051027551293,
0.01030658558011055,
0.010729123838245869,
0.001053367741405964,
0.0026310919784009457,
-0.004343013279139996,
0.010221406817436218,
0.03430933877825737,
0.00037736049853265285,
0.008067255839705467,
0.017868267372250557,
-0.0022388470824807882,
0.016839463263750076,
0.0053759231232106686,
-0.02091415598988533,
0.015480993315577507,
-0.0009410809725522995,
0.001092724036425352,
-0.010706853121519089,
-0.007973735220730305,
-0.012429025024175644,
-0.005123407579958439,
0.005330957472324371,
0.027353104203939438,
-0.002287898678332567,
-0.003366529941558838,
-0.006616157945245504,
0.0006264550611376762,
-0.0019873911514878273,
-0.04703936725854874,
-0.012698326259851456,
-0.006289956159889698,
-0.014677323400974274,
-0.01586664468050003,
0.012389796786010265,
0.020378336310386658,
-0.010483866557478905,
-0.02270069159567356,
-0.007286179810762405,
0.04813430830836296,
0.01460140198469162,
-0.01264882180839777,
0.010287384502589703,
-0.022028595209121704,
-0.0189279243350029,
0.004789186641573906,
0.008630668744444847,
0.010736043564975262,
0.004220622591674328,
0.005806939676403999,
0.0019045420922338963,
-0.0023207496851682663,
0.033307891339063644,
-0.006022552959620953,
0.0044795493595302105,
-0.014055676758289337,
0.00814407505095005,
-0.007492369506508112,
0.008825927972793579,
-0.0007251710630953312,
0.005130174569785595,
0.006434881128370762,
-0.00003483518958091736,
0.01602831482887268,
0.03325709328055382,
-0.005651415325701237,
0.013690211810171604,
0.01831311732530594,
0.01698223501443863,
-0.0017165553290396929,
-0.0030704077798873186,
0.006324926391243935,
0.009643939323723316,
0.00040818401612341404,
-0.007127323653548956,
0.015714408829808235,
0.024480551481246948,
0.021201329305768013,
0.0008150862413458526,
0.028761152178049088,
-0.011265624314546585,
0.02898580953478813,
-0.010072868317365646,
-0.0003990558907389641,
-0.007126946002244949,
-0.0062017664313316345,
0.018079914152622223,
-0.008094457909464836,
-0.002225518226623535,
0.015243908390402794,
-0.007295511197298765,
0.005035235546529293,
0.009673390537500381,
-0.002629878232255578,
-0.008679324761033058,
-0.004663816187530756,
-0.012273465283215046,
0.0022400864399969578,
-0.010597877204418182,
-0.008574338629841805,
-0.017977695912122726,
-0.00919651985168457,
0.011784720234572887,
0.013302093371748924,
-0.010712586343288422,
0.0010556073393672705,
0.02298370562493801,
-0.013851297087967396,
0.00879572331905365,
-0.0027595749124884605,
0.003426766023039818,
0.018604915589094162,
0.0137243140488863,
-0.005396333057433367
] | [
-0.11707315593957901,
0.22918206453323364,
0.1569080501794815,
0.14447271823883057,
-0.2681314945220947,
-0.04679455980658531,
-0.08223457634449005,
-0.5178887844085693,
0.04979202151298523,
-0.41880980134010315,
-0.4657392203807831,
0.4736095368862152,
-0.4207512140274048,
-0.020391276106238365,
-0.00934396218508482,
0.2312295287847519,
0.3974069654941559,
0.17647862434387207,
0.1427602469921112,
-0.7765417695045471,
-0.20678465068340302,
0.2055804431438446,
-0.2096633017063141,
-0.22015954554080963,
0.2767246663570404,
-0.15708203613758087,
0.18747279047966003,
0.33543476462364197,
-0.5875454545021057,
-0.1829683780670166,
-0.08482645452022552,
0.07087700814008713,
-0.058448489755392075,
-0.3738959729671478,
0.05669410154223442,
0.04602242261171341,
-0.24791811406612396,
0.1248350739479065,
-0.05814099311828613,
-0.28397199511528015,
-0.024049419909715652,
-0.13172756135463715,
-0.2513114809989929,
-0.04930437356233597,
-0.2628624141216278,
-0.27939683198928833,
-1.3086236715316772,
-0.03356347233057022,
-0.45203301310539246,
-0.2434549480676651,
-0.4876657724380493,
0.2196887582540512,
0.32296499609947205,
0.4582373797893524,
-0.13701552152633667,
0.38430675864219666,
-0.2532535195350647,
-0.29688021540641785,
0.32116663455963135,
-0.17950570583343506,
0.1236238181591034,
-0.5980992317199707,
-0.35020604729652405,
0.22067579627037048,
0.41873663663864136,
0.05693672224879265,
-0.06490170955657959,
-0.4974522590637207,
-0.6613786220550537,
0.18637414276599884,
0.17789535224437714,
-0.4574582278728485,
-0.31251025199890137,
0.3699498176574707,
-0.4277966320514679,
-0.24584122002124786,
0.1773557960987091,
0.029877863824367523,
-0.07737300544977188,
-0.04153452441096306,
-0.1243358850479126,
0.6586755514144897,
0.3372437655925751,
-0.12828035652637482,
0.6698117256164551,
0.41380950808525085,
-0.21433942019939423,
0.11402849107980728,
-0.6552290320396423,
-0.005017503164708614,
-0.23463641107082367,
-0.6042624711990356,
-0.2082519382238388,
0.36751747131347656,
0.38168439269065857,
0.3042987585067749,
-0.08695356547832489,
0.22674331068992615,
0.06548132747411728,
0.4256446659564972,
-0.3324243426322937,
-0.18655800819396973,
0.7205338478088379,
0.06839056313037872,
-0.1940399706363678,
-0.6629768013954163,
-0.5895344018936157,
-0.5651078820228577,
0.2769453525543213,
0.4118797183036804,
-0.29469338059425354,
0.18687592446804047,
-0.03787598758935928,
-0.1732042133808136,
-0.39643678069114685,
-0.17436353862285614,
-0.12236497551202774,
0.2060273289680481,
-0.18938131630420685,
0.4198376536369324,
0.020181065425276756,
1.296216368675232,
0.42430999875068665,
0.23513466119766235,
-0.10610651224851608,
-0.1382749378681183,
0.4725925326347351,
0.749410092830658,
-0.491126149892807,
-0.08281940966844559,
0.30709317326545715,
0.9859293103218079,
-0.3373070955276489,
-0.007550309412181377,
-0.4299086034297943,
0.10969916731119156,
0.06840815395116806,
-0.061532218009233475,
-0.03540391847491264,
-0.053429506719112396,
-0.3415321111679077,
-0.6945719718933105,
0.08785833418369293,
0.09871681779623032,
-0.13630574941635132,
-0.107028067111969,
-0.08469897508621216,
-0.0909486636519432,
-0.29291480779647827,
0.2435094714164734,
-0.32137519121170044,
0.06266182661056519,
-0.4477579593658447,
-0.3480765223503113,
-0.4155133366584778,
0.3141792416572571,
0.1015937477350235,
0.032029278576374054,
-0.2020125687122345,
0.26165106892585754,
0.15432488918304443,
0.14943674206733704,
-0.7357536554336548,
-0.014226741157472134,
0.010346080176532269,
-0.6785750985145569,
0.4676499366760254,
0.7260670065879822,
0.10261764377355576,
-0.15043571591377258,
0.10383421927690506,
0.046782612800598145,
0.02196192741394043,
-0.7098461985588074,
-0.2002047896385193,
0.3322383165359497,
0.21601346135139465,
0.18833576142787933,
0.47402384877204895,
-0.10756708681583405,
-0.8394618630409241,
0.14156456291675568,
-0.22710171341896057,
-0.32654252648353577,
0.16249312460422516,
0.2296229600906372,
0.3936416804790497,
-0.13601092994213104,
-0.47339311242103577,
-0.11444836854934692,
-0.4523821771144867,
-0.24437135457992554,
0.030586497858166695,
-1.0188308954238892,
0.9693371057510376,
0.10083777457475662,
-0.21011503040790558,
1.3344576358795166,
-0.22471125423908234,
0.4516989588737488,
-0.14554427564144135,
-0.1809324324131012,
0.6109204292297363,
-0.5822144150733948,
0.04922404885292053,
0.11766540259122849,
0.34631678462028503,
0.17520888149738312,
-0.485838383436203,
0.24274198710918427,
0.4539473056793213,
0.30544373393058777,
0.3524896204471588,
0.22835677862167358,
0.11499983817338943,
0.06947194784879684,
-0.12937770783901215,
0.05515611544251442,
0.00690120505169034,
-0.023406270891427994,
0.7053518891334534,
-0.35856133699417114,
0.2680056691169739,
0.9706401228904724,
-0.23735326528549194,
0.4927283227443695,
0.5894820690155029,
0.4779599905014038,
1.0570122003555298,
-0.6985486745834351,
0.12480983138084412,
-0.3674547076225281,
0.281802773475647,
-0.3093756437301636,
-0.36236831545829773,
0.06103688105940819,
0.17664498090744019,
0.004440516233444214,
0.5227313041687012,
0.2463335543870926,
0.24953168630599976,
-0.0161687433719635,
0.17192456126213074,
-0.13573750853538513,
0.3082704246044159,
-0.2588998079299927,
-0.3398340344429016,
0.4627837836742401,
-0.5447652339935303,
-0.17094895243644714,
0.225919708609581,
0.43544355034828186,
-0.08412893116474152,
-0.6915587782859802,
-0.08238191157579422,
-0.008036722429096699,
-0.22982653975486755,
-0.10088038444519043,
0.48934245109558105,
0.19311664998531342,
-0.07339193671941757,
-0.22154691815376282,
0.04055335000157356,
0.025653641670942307,
-0.21182194352149963,
-0.19741404056549072,
-0.5581561326980591,
-0.4673693776130676,
0.6001351475715637,
0.8217033743858337,
0.10337910801172256,
-0.3334660828113556,
-0.4152759611606598,
0.2632134258747101,
-0.48858463764190674,
-0.8531294465065002,
0.30357059836387634,
-0.13191762566566467,
-0.7706617712974548,
-0.7547585964202881,
-0.0928879901766777,
0.2714758515357971,
0.5339341163635254,
-0.3243005573749542,
-0.5577919483184814,
-0.25301501154899597,
0.1776767522096634,
-0.45544207096099854,
-0.3723919689655304,
-0.2181420773267746,
-0.3762209117412567,
0.30817073583602905,
-0.2272363305091858,
-0.50694739818573,
0.9647306799888611,
0.607627809047699,
-0.00787067785859108,
-0.028322208672761917,
0.31679537892341614,
-0.481353759765625,
-0.004057911224663258,
0.00920585636049509,
-0.013729201629757881,
-0.2647743225097656,
0.0991070494055748,
-0.3539319634437561,
-0.24829871952533722,
0.6574109792709351,
-6.087257385253906,
-0.01861070841550827,
-0.7459558248519897,
0.12652336061000824,
-0.436350017786026,
0.013463172130286694,
0.9477135539054871,
-0.08875473588705063,
0.1445266455411911,
-0.12967100739479065,
-0.1040211170911789,
0.0404849611222744,
0.09676692634820938,
0.6358269453048706,
0.20835226774215698,
0.08046552538871765,
0.28951242566108704,
-0.05882077291607857,
0.024913949891924858,
0.4717464745044708,
0.3022523522377014,
-0.4226808249950409,
0.060611218214035034,
0.32517313957214355,
0.43882426619529724,
-0.3926275670528412,
-0.7794570326805115,
0.6178099513053894,
-0.10444705933332443,
-0.09049081802368164,
0.12789402902126312,
-0.41447481513023376,
0.04766613617539406,
-0.2744739055633545,
0.38407212495803833,
0.24482491612434387,
0.6475163102149963,
0.47273972630500793,
-0.008837546221911907,
-0.19840160012245178,
0.8058034181594849,
0.3713524043560028,
0.2375771403312683,
-0.23247908055782318,
0.2444886565208435,
0.1634380966424942,
-0.33511459827423096,
-0.06607524305582047,
-0.001760732033289969,
0.535844087600708,
-0.3087671399116516,
0.09982098639011383,
0.05172216519713402,
0.3129430115222931,
0.2593695819377899,
-0.4041142165660858,
0.27921321988105774,
-0.363200306892395,
-0.31334859132766724,
0.01841883547604084,
0.3172799348831177,
-0.8279021978378296,
0.288996160030365,
-0.9017758965492249,
-0.21688860654830933,
0.14201201498508453,
-0.5454626083374023,
-0.2593629062175751,
0.21529734134674072,
0.24916760623455048,
-0.6294879913330078,
0.04554928466677666,
0.1680660992860794,
-0.48110365867614746,
0.5063046813011169,
-0.33283504843711853,
0.36621278524398804,
0.03125894442200661,
-0.08400779962539673,
0.3383645713329315,
-0.04242885857820511,
-0.5736648440361023,
-0.015216144733130932,
0.063509002327919,
0.2594578266143799,
-0.31427618861198425,
-0.00733006838709116,
0.007555193267762661,
-0.2491389364004135,
0.2010510414838791,
0.8084629774093628,
-0.20443694293498993,
-0.16274607181549072,
0.1498682200908661,
0.40763941407203674,
-0.1521284580230713,
0.4796392619609833,
0.14458194375038147,
0.5708708167076111,
-0.04106208309531212,
0.4101932644844055,
0.04759080335497856,
-0.22642916440963745,
-0.929537832736969,
0.314203143119812,
0.1946069449186325,
-0.609882652759552,
0.33129245042800903,
0.4040681719779968,
-0.25857898592948914,
-0.6011815071105957,
0.18094022572040558,
-0.12415023893117905,
-0.17895060777664185,
0.3959055244922638,
0.1266438364982605,
-0.12179361283779144,
-0.09095433354377747,
-0.01169210858643055,
-0.3917343020439148,
-0.11618936061859131,
0.2401714026927948,
-0.43246394395828247,
0.35437270998954773,
0.08315534889698029,
-0.5952398180961609,
-0.012126264162361622,
0.5105786919593811,
-0.11617619544267654,
-0.20645035803318024,
0.3147677183151245,
0.06808644533157349,
-0.4646725654602051,
0.06994801759719849,
0.3632197380065918,
-0.6724528670310974,
0.06860361248254776,
0.4128122925758362,
0.10473911464214325,
-0.652594268321991,
0.456472784280777,
-0.4227340519428253,
0.07035444676876068,
-0.4207083284854889,
0.35491645336151123,
0.27252909541130066,
-0.048869695514440536,
-0.04210815951228142,
-0.5045537948608398,
0.01011357270181179,
-0.008628002367913723,
-0.4372118413448334,
-0.05851907655596733,
0.16697946190834045,
-0.2105952352285385,
-0.16936810314655304,
0.14218170940876007,
0.3725620210170746,
0.47226670384407043,
-0.5053877830505371,
0.43108969926834106,
0.05675726756453514,
-0.5053038597106934,
0.032614290714263916,
0.31281277537345886,
-0.03256664425134659,
-0.6937665939331055,
0.09410155564546585,
-0.010132400318980217,
0.2795468270778656,
-0.2050205022096634,
-0.22089894115924835,
-0.035607531666755676,
-0.3893815875053406,
0.22320759296417236,
-0.1517115831375122,
0.25778478384017944,
0.4064791202545166,
-0.023908402770757675,
0.19298234581947327,
0.055399373173713684,
-0.5367332696914673,
-0.08334094285964966,
0.2349032610654831,
0.2173071950674057,
0.1134248897433281,
0.33358892798423767,
0.2278430312871933,
-0.7459140419960022,
-0.6365718841552734,
0.2069372832775116,
0.024094684049487114,
0.5562218427658081,
-0.30100131034851074,
-0.031505830585956573,
-0.6694201827049255,
0.2271520495414734,
0.39322781562805176,
-0.10074836015701294,
-0.317736953496933,
0.11804396659135818,
0.406263530254364,
-0.46205517649650574,
0.21351739764213562,
0.0011128056794404984,
-0.26923662424087524,
0.0536770261824131,
-0.07756340503692627,
0.07693322002887726,
-0.05558936297893524,
-0.5990565419197083,
-0.5310826301574707,
-0.06324893981218338,
-0.11704779416322708,
-0.23094278573989868,
-0.015346000902354717,
0.5225057601928711,
0.1585807055234909,
-0.17609034478664398,
0.053609684109687805,
0.5642849206924438,
-0.17293256521224976,
-0.36859792470932007,
0.2904360890388489,
-0.1996481716632843,
0.3240136206150055,
0.5690197944641113,
-0.31975534558296204,
0.10066253691911697,
0.20884881913661957,
-0.12050537019968033,
-0.06855672597885132,
0.3618192970752716,
0.30340051651000977,
-0.3357089161872864,
-0.6796227693557739,
-0.4128255248069763,
0.41025587916374207,
-0.22535187005996704,
-0.003909044433385134,
0.3689391613006592,
0.5407025218009949,
-0.143668994307518,
-0.3519918620586395,
-0.324283242225647,
0.4653303027153015,
0.14255258440971375,
-0.4187282919883728,
-0.8711953163146973,
0.3547423183917999,
0.37679535150527954,
0.2443723976612091,
0.1276669204235077,
0.18880437314510345,
0.7952979803085327,
0.18710316717624664,
-0.20604297518730164,
-0.24960516393184662,
-0.0106173325330019,
0.6302599906921387,
0.3612179458141327,
-0.2410580813884735,
-0.3632126450538635,
-0.37390226125717163,
0.7769783139228821,
0.6264952421188354,
-0.5227874517440796,
-0.41614657640457153,
0.11490627378225327,
-0.35396185517311096,
-0.20487159490585327,
-0.24998828768730164,
0.07827437669038773,
0.4389711320400238,
0.5335502028465271,
0.06045810505747795,
-0.20797434449195862,
0.41851532459259033,
-0.3219459354877472,
-0.004952260293066502,
-0.07459504902362823,
-0.3808271288871765,
0.01803223416209221,
-0.2634004056453705,
0.10903263092041016,
-0.170438751578331,
0.34241700172424316,
0.1539989709854126,
-0.09243501722812653,
-0.0689525455236435,
-0.5632447600364685,
0.4567296802997589,
-0.5432959198951721,
0.31918632984161377,
-0.3282005786895752,
0.045532502233982086,
0.015583494678139687,
0.49506282806396484,
0.05350092053413391,
-0.11459485441446304,
0.013363206759095192,
0.15542475879192352,
0.6188675761222839,
-0.5440549254417419,
0.43714338541030884,
0.1048191636800766,
0.2339204102754593,
0.3247213363647461,
-0.26076367497444153,
0.3685554563999176,
0.5478898286819458,
0.05856781452894211,
0.38855117559432983,
0.24033957719802856,
-0.29405465722084045,
-0.2638627886772156,
0.19010493159294128,
-0.05044778808951378,
0.6928740739822388,
-0.018669338896870613,
0.10974482446908951,
0.17103099822998047,
0.5080613493919373,
-0.24982067942619324,
-0.5624884366989136,
0.46066632866859436,
-0.01599207893013954,
0.3059740364551544,
0.1349051296710968,
-0.15162347257137299,
0.5089604258537292,
0.7926733493804932,
-0.3121674060821533,
0.2960982024669647,
-0.088887058198452,
-0.038435496389865875,
-0.1272120624780655,
-0.4081674814224243,
0.1996600478887558,
-0.22118988633155823,
0.8738863468170166,
0.4246065318584442,
-0.5165220499038696,
0.2336328774690628,
-0.03373631462454796,
0.10076386481523514,
0.29715484380722046,
0.30199894309043884,
-0.3611510992050171,
0.6566779017448425,
0.08629189431667328,
-0.00630665710195899,
0.18203654885292053,
-0.0865681916475296,
-0.2804853022098541,
-0.3895995318889618,
0.2620164752006531,
-0.18236981332302094,
0.20900416374206543,
0.3607032001018524,
0.09172503650188446,
0.8490318655967712,
-0.39821600914001465,
-0.3585834503173828,
-0.217632457613945,
-0.14294210076332092,
0.864828884601593,
0.08196098357439041,
0.3210695683956146,
-0.022470748052001,
-0.2190757393836975,
0.30588361620903015,
-0.29538488388061523,
0.23867160081863403,
-0.06888186931610107,
-0.5873377919197083,
0.504311740398407,
-0.15871453285217285,
-0.0442362055182457,
0.09736201912164688,
0.05211777985095978,
-0.19565699994564056,
-0.04307900369167328,
-0.3621567487716675,
-0.24208368360996246,
-0.14362837374210358,
-0.09751734882593155,
-0.08531047403812408,
0.0772743746638298,
-0.18892773985862732,
-0.5216628909111023,
-0.6509251594543457,
-0.3511776328086853,
0.01435309648513794,
0.033548545092344284,
-0.17233911156654358,
-0.36955851316452026,
0.8794921040534973,
0.5071575045585632,
0.31232404708862305,
-0.23713631927967072,
-0.00261484133079648,
-0.004141336306929588,
0.0032713490072637796,
-0.1905050128698349,
0.45894312858581543,
-0.45898500084877014,
-0.3847161829471588,
-0.6102825403213501,
0.12858060002326965,
0.8039163947105408,
-0.1318656951189041,
-0.29607897996902466,
-0.08319911360740662,
-0.06250583380460739,
0.03678145632147789,
-0.13594941794872284,
-0.4350152015686035,
0.4387000799179077,
-0.2608755826950073,
-0.21331225335597992,
0.10355322062969208,
0.6781532168388367,
-0.23906642198562622,
-0.016219614073634148,
-0.274919331073761,
0.10579586029052734,
0.6039899587631226,
-0.4660412073135376,
0.1979537159204483,
0.02859480492770672,
-0.3338814079761505,
-0.3442614674568176,
0.7216278910636902,
-0.5677739977836609,
0.3588153123855591,
-0.364373117685318,
0.19758963584899902,
0.3917005956172943,
-0.6829451322555542,
-0.203213632106781,
0.46729767322540283,
0.035234484821558,
0.5468873977661133,
-0.14895617961883545,
0.26015686988830566,
-0.16382241249084473,
-0.29382815957069397,
-0.6679713129997253,
0.4526866674423218,
0.2747254967689514,
0.022366125136613846,
-0.060511019080877304,
0.11147976666688919,
-0.22201251983642578,
0.4879491925239563,
-0.04567774012684822,
-0.6531807780265808,
-0.40446457266807556,
-0.15497301518917084
] |
Despite of the success of convolutional neural networks for semantic image segmentation, CNNs cannot be used for many applications due to limited computational resources. Even efficient approaches based on random forests are not efficient enough for real-time performance in some cases. In this work, we propose an approach based on superpixels and label propagation that reduces the runtime of a random forest approach by factor 192 while increasing the segmentation accuracy. | [
-0.002682493068277836,
0.0036966116167604923,
-0.013345340266823769,
0.01503588818013668,
-0.04397223889827728,
-0.033036790788173676,
0.010616314597427845,
-0.000026732683181762695,
-0.010794251225888729,
0.023480791598558426,
-0.018939949572086334,
0.015314365737140179,
0.004367080517113209,
0.01745321974158287,
-0.005785989575088024,
0.05010547116398811,
0.003317413153126836,
-0.002768172649666667,
0.011099858209490776,
-0.006782647222280502,
0.00240800017490983,
-0.007713218219578266,
0.0108898114413023,
0.012874078005552292,
-0.02005539834499359,
0.022086158394813538,
-0.01718831993639469,
-0.02494010515511036,
0.005168205127120018,
-0.027149174362421036,
0.034760311245918274,
0.016875438392162323,
0.02803887240588665,
0.015379028394818306,
-0.002090836176648736,
-0.004854573868215084,
-0.002529359422624111,
0.02788204327225685,
0.015816720202565193,
-0.005053392145782709,
0.004663623869419098,
-0.004185816273093224,
0.010630415752530098,
-0.004656924866139889,
-0.007297316566109657,
0.004909028299152851,
-0.0035070490557700396,
0.021803127601742744,
0.007604259066283703,
0.01320716179907322,
-0.01055679190903902,
0.0037217754870653152,
-0.013105318881571293,
-0.013611722737550735,
-0.0072847637347877026,
-0.02235693670809269,
0.01848926767706871,
0.003864534432068467,
-0.013248229399323463,
0.006951256189495325,
-0.02197730354964733,
0.018508868291974068,
0.0006087973015382886,
-0.015530330128967762,
-0.015300845727324486,
-0.0667375773191452,
0.029603444039821625,
-0.006518116220831871,
0.005218563135713339,
0.008876478299498558,
0.028112664818763733,
0.014538237825036049,
-0.004905170761048794,
-0.0005770913558080792,
0.05356352776288986,
0.0023080145474523306,
-0.018728891387581825,
0.019726714119315147,
-0.011306018568575382,
0.01986607350409031,
0.014156331308186054,
-0.014019577763974667,
0.014783442951738834,
0.018635621294379234,
-0.003683834569528699,
-0.01763063855469227,
-0.017572401091456413,
0.023197056725621223,
0.014532708562910557,
0.02330351434648037,
0.003172856755554676,
-0.041282642632722855,
-0.03317226096987724,
0.009061913937330246,
-0.03144298866391182,
0.023191804066300392,
0.026054106652736664,
0.0030727165285497904,
-0.00468312855809927,
-0.004954931326210499,
-0.007827023975551128,
0.0068872952833771706,
0.024391230195760727,
-0.01669870689511299,
-0.029098257422447205,
0.011957193724811077,
0.021517394110560417,
0.03007168136537075,
-0.0011593661038205028,
0.003339811461046338,
0.0243841465562582,
0.006855078041553497,
0.009167104959487915,
0.014453187584877014,
0.016718218103051186,
-0.03541318327188492,
-0.0001589146995684132,
-0.02555273473262787,
0.009884526953101158,
-0.004050885327160358,
0.013425281271338463,
-0.015002722851932049,
0.0040379115380346775,
-0.022213535383343697,
0.010087624192237854,
-0.00288624269887805,
-0.020406795665621758,
-0.014356612227857113,
0.012216893024742603,
0.002483189105987549,
-0.014451224356889725,
-0.002399386838078499,
-0.01144375465810299,
-0.002132986206561327,
0.012060271576046944,
0.0015962229808792472,
0.008173901587724686,
-0.03471997380256653,
0.01998884044587612,
-0.005548608023673296,
0.01438593864440918,
0.007869994267821312,
-0.0029024071991443634,
0.01658746227622032,
0.014356530271470547,
0.003701760433614254,
0.019437815994024277,
0.011520680971443653,
-0.002735126530751586,
-0.020290914922952652,
0.013326887972652912,
0.00880827009677887,
-0.010390697978436947,
-0.015680687502026558,
0.0027691808063536882,
-0.004092089831829071,
-0.029690807685256004,
0.018015556037425995,
-0.020482992753386497,
-0.0014017338398844004,
0.009321392513811588,
-0.015520035289227962,
0.005196083337068558,
0.010658119805157185,
0.04337620735168457,
0.006859708111733198,
-0.026235908269882202,
0.01623096503317356,
-0.03153660520911217,
0.003428154159337282,
-0.004258258733898401,
0.023561842739582062,
-0.012091587297618389,
0.007786603644490242,
-0.0008864593110047281,
0.0034588277339935303,
0.021743858233094215,
0.006989534944295883,
-0.012796279042959213,
0.06713392585515976,
-0.020033543929457664,
-0.002135461661964655,
0.003523663617670536,
0.00900939479470253,
0.013447098433971405,
-0.013109737075865269,
0.01039176993072033,
0.004371388349682093,
0.01571369729936123,
0.012832810170948505,
-0.029023591428995132,
-0.019867343828082085,
0.00614102091640234,
-0.007359031587839127,
0.01355302706360817,
0.004572004545480013,
0.031155357137322426,
-0.003288989420980215,
-0.008578767068684101,
0.011547560803592205,
-0.0009746063151396811,
0.023133719339966774,
0.0017379154451191425,
0.00589322205632925,
0.01062685251235962,
0.003940208349376917,
0.010460760444402695,
-0.024436647072434425,
0.018002893775701523,
-0.004663399420678616,
0.006649645045399666,
0.00947116781026125,
-0.025216514244675636,
-0.022667963057756424,
0.004066258668899536,
0.0033467651810497046,
0.029761673882603645,
-0.011353839188814163,
-0.018545495346188545,
-0.010496563278138638,
0.002017129911109805,
0.008083531633019447,
0.016809336841106415,
-0.019875003024935722,
0.02215811051428318,
0.008361603133380413,
-0.0026279441080987453,
0.0064894468523561954,
-0.009396630339324474,
-0.008403690531849861,
0.004862308967858553,
-0.011386262252926826,
-0.011100000701844692,
-0.02379845641553402,
0.032651644200086594,
0.019208893179893494,
0.01227596215903759,
-0.035496991127729416,
0.004741586744785309,
-0.013344105333089828,
-0.004201534669846296,
-0.009513156488537788,
-0.004877227824181318,
-0.039025112986564636,
-0.004013387951999903,
-0.01581398770213127,
0.02509361132979393,
-0.010539013892412186,
0.019175317138433456,
-0.028791457414627075,
0.0029689951334148645,
0.0016724843299016356,
0.003419462125748396,
0.022761164233088493,
0.012653809040784836,
-0.009870274923741817,
0.02735770493745804,
0.01856079325079918,
0.025812234729528427,
0.023737095296382904,
0.00043459489825181663,
0.0011386515107005835,
0.002386639127507806,
-0.02748141437768936,
-0.008268577978014946,
0.009101439267396927,
0.012681882828474045,
0.010184214450418949,
0.013065232895314693,
0.018229681998491287,
0.002239507157355547,
-0.015866396948695183,
-0.006025710143148899,
-0.08108425885438919,
-0.011071247979998589,
0.0006756799994036555,
0.0033682945650070906,
0.005895625334233046,
-0.01693054288625717,
0.014222154393792152,
0.01387247908860445,
-0.01904980093240738,
-0.02176080271601677,
0.013333485461771488,
0.016502080485224724,
-0.009580818936228752,
0.018224844709038734,
-0.0022615683265030384,
-0.01660056784749031,
0.012723357416689396,
0.02215980552136898,
0.023830804973840714,
0.0009618786862120032,
-0.00901900976896286,
-0.008582773618400097,
0.017272694036364555,
-0.006015093997120857,
-0.00683943834155798,
-0.001746992813423276,
-0.0011622041929513216,
0.0031178356148302555,
-0.013719702139496803,
0.004157823510468006,
-0.0057768248952925205,
-0.03871273249387741,
-0.013763953000307083,
-0.014263583347201347,
0.03840266168117523,
0.0012673570308834314,
-0.014184531755745411,
-0.0019589869771152735,
0.01068054512143135,
0.007407982833683491,
0.023585908114910126,
0.0075114089995622635,
-0.021762588992714882,
0.02347172051668167,
0.019631437957286835,
0.011121002025902271,
0.010605213232338428,
0.032057151198387146,
0.01634962670505047,
-0.019557101652026176,
0.026277577504515648,
-0.011750792153179646,
0.005000649485737085,
0.013776306994259357,
0.00043437929707579315,
-0.013734444975852966,
-0.008853244595229626,
0.00119509466458112,
-0.01560900267213583,
-0.005402481183409691,
-0.0111078517511487,
-0.0065443809144198895,
0.0049976930022239685,
0.0009499953011982143,
-0.003138382453471422,
-0.038695428520441055,
0.025902053341269493,
0.017296966165304184,
-0.006183680146932602,
0.028558284044265747,
0.006438576150685549,
-0.01051130797713995,
-0.01689491793513298,
-0.00497617619112134,
-0.034687213599681854,
-0.013789903372526169,
-0.01647992618381977,
-0.021785685792565346,
-0.03660811111330986,
-0.008506722748279572,
-0.0016506606480106711,
0.026932504028081894,
0.011758481152355671,
-0.00808663945645094,
-0.0008923139539547265,
0.00031837631831876934,
0.005017303396016359,
0.032960016280412674,
0.01138256210833788,
-0.015306307002902031,
0.032438136637210846,
-0.003481007646769285,
0.00997212529182434,
0.0023906854912638664,
-0.015216614119708538,
0.003525194711983204,
0.0166464950889349,
0.00157935859169811,
-0.006945801433175802,
0.01262409146875143,
-0.010010837577283382,
-0.0010520846117287874,
0.040397994220256805,
-0.005708429496735334,
-0.003259934252128005,
0.010178405791521072,
-0.009100652299821377,
0.0010797702707350254,
0.003572093788534403,
-0.006213251501321793,
-0.03837542235851288,
0.007922646589577198,
-0.012750688940286636,
0.0020898091606795788,
0.0035630743950605392,
0.008847051300108433,
-0.00257202610373497,
-0.0012033215025439858,
0.0716339647769928,
0.02498943917453289,
0.022014258429408073,
-0.017803380265831947,
-0.023722698912024498,
-0.008679060265421867,
0.011604304425418377,
-0.00007021538476692513,
0.019636087119579315,
-0.031271692365407944,
0.013775931671261787,
-0.0291218813508749,
-0.007643665187060833,
0.030478376895189285,
-0.017877403646707535,
-0.012453216128051281,
0.013177674263715744,
0.0018158314051106572,
-0.008866142481565475,
-0.016484763473272324,
0.0052505251951515675,
-0.0045504942536354065,
-0.004204095806926489,
0.025656672194600105,
0.018608473241329193,
-0.045746732503175735,
0.06464380770921707,
-0.014863830991089344,
-0.010020807385444641,
-0.00007595716306241229,
0.005736439023166895,
-0.017444569617509842,
-0.0034320633858442307,
0.0012901101727038622,
0.04653550311923027,
-0.00010246926103718579,
-0.00960514135658741,
0.009753411635756493,
-0.019817331805825233,
0.010105074383318424,
0.00578621681779623,
-0.015990935266017914,
0.024113165214657784,
0.014145729131996632,
-0.0026370305567979813,
0.010733439587056637,
0.015363287180662155,
-0.00571788102388382,
-0.00652276910841465,
0.007242047227919102,
-0.004769462160766125,
-0.006449197884649038,
0.010398066602647305,
0.03493532910943031,
-0.011321828700602055,
-0.027477720752358437,
0.041961248964071274,
-0.0008480846881866455,
-0.013039663434028625,
-0.026960276067256927,
-0.04256204515695572,
-0.005816043820232153,
0.009272351861000061,
-0.027899207547307014,
-0.00948188453912735,
-0.014860566705465317,
0.0019440073519945145,
-0.012054099701344967,
0.02298939973115921,
-0.024299420416355133,
0.0034426602069288492,
0.0010722134029492736,
-0.0005718257161788642,
-0.006229403894394636,
0.015142757445573807,
0.013548171147704124,
-0.006889455486088991,
-0.021859413012862206,
0.012050464749336243,
-0.006895809900015593,
0.0005202321917749941,
-0.0036714531015604734,
-0.03202502802014351,
-0.005388484802097082,
-0.01410743873566389,
0.002756828209385276,
-0.015841256827116013,
-0.07443549484014511,
-0.005011221393942833,
0.020300064235925674,
-0.004035955294966698,
-0.007578925229609013,
0.05286318063735962,
-0.010475988499820232,
-0.00583296874538064,
0.002905638888478279,
0.007454658392816782,
0.018036767840385437,
-0.02972996234893799,
0.00698076980188489,
-0.0030011350754648447,
0.006574122700840235,
0.011862421408295631,
-0.032546911388635635,
0.015501800924539566,
0.028175313025712967,
-0.0017654033144935966,
0.004129504319280386,
-0.013364984653890133,
-0.001968649448826909,
-0.006839237175881863,
-0.005778172053396702,
-0.08071113377809525,
-0.005027344916015863,
0.010780544020235538,
-0.0033363939728587866,
-0.020337695255875587,
-0.04074735939502716,
0.002531524281948805,
-0.004464990925043821,
-0.0029057608917355537,
-0.015371168963611126,
-0.025315944105386734,
0.008330232463777065,
0.0095411641523242,
0.02464921958744526,
-0.01270103920251131,
-0.0024488656781613827,
0.017820948734879494,
-0.04334929212927818,
0.016665596514940262,
0.01202426664531231,
-0.0019074773881584406,
-0.018812080845236778,
-0.00806245394051075,
-0.007273807190358639,
-0.014415992423892021,
-0.024789411574602127,
-0.00755751458927989,
0.007993095554411411,
-0.02289617992937565,
-0.015456795692443848,
0.03253542259335518,
0.008089964278042316,
-0.00758508313447237,
-0.019982287660241127,
-0.02165159024298191,
-0.011483841575682163,
-0.02212231419980526,
-0.021559152752161026,
-0.016029082238674164,
0.008132794871926308,
-0.009488178417086601,
0.00004838375389226712,
0.005702273454517126,
-0.001124131609685719,
-0.02942189946770668,
0.015438368543982506,
0.005101836286485195,
-0.008135789074003696,
0.011449914425611496,
-0.03142475336790085,
0.004899031948298216,
0.013568730093538761,
0.024943280965089798,
-0.01901535876095295,
0.007693270221352577,
0.0027682394720613956,
-0.006394041236490011,
0.007262708619236946,
0.02909272350370884,
0.012689540162682533,
-0.002675318391993642,
0.04201789200305939,
-0.03546422719955444,
0.07214786857366562,
-0.027116430923342705,
0.012434082105755806,
-0.017262043431401253,
0.003032759064808488,
-0.00021097650460433215,
-0.03189365938305855,
-0.006203965749591589,
-0.026964236050844193,
-0.012922840192914009,
0.013334951363503933,
-0.005514546297490597,
-0.015640780329704285,
0.006772326771169901,
0.01917986571788788,
0.004729163367301226,
-0.012244807556271553,
-0.010997701436281204,
0.0021511404775083065,
0.01006776001304388,
-0.03908471018075943,
0.02719474770128727,
0.01196358073502779,
-0.0034659993834793568,
-0.0017750748666003346,
0.0009658702765591443,
-0.0013594399206340313,
0.004140355624258518,
-0.010469079948961735,
-0.023401813581585884,
-0.015562477521598339,
0.006172230467200279,
0.0013148768339306116,
-0.012501891702413559,
0.014830523170530796,
-0.02709416300058365,
0.012785479426383972,
-0.00022764448658563197,
-0.012322275899350643,
-0.018175624310970306,
-0.01841888576745987,
0.00012348576274234802,
-0.002350490540266037,
-0.007157452404499054,
0.00970803014934063,
-0.002929323585703969,
0.026642905548214912,
0.0005108888726681471,
0.0065382434986531734,
0.008654472418129444,
0.008999551646411419,
-0.0010219020769000053,
0.01210208423435688,
-0.0014263951452448964,
0.01808103732764721,
-0.014626053161919117,
0.008944937959313393,
0.015514223836362362,
0.01576177030801773,
0.0038509489968419075,
-0.010062132030725479,
0.007877577096223831,
-0.029076863080263138,
0.0010674353688955307,
0.005252368748188019,
0.004006062168627977,
-0.02095916122198105,
-0.016484666615724564,
-0.0005659518064931035,
0.013911847956478596,
-0.007417714223265648,
-0.00847411435097456,
0.004484124016016722,
-0.0010724352905526757,
0.010489166714251041,
-0.005816879216581583,
-0.005450261291116476,
0.012260843999683857,
0.018565304577350616,
0.005070214159786701,
0.003580499207600951,
-0.013518800027668476,
-0.020638244226574898,
-0.02395929954946041,
0.019998347386717796,
-0.003177361562848091,
-0.024985739961266518,
0.021511146798729897,
0.0026424212846904993,
0.011049501597881317,
0.009217074140906334,
0.008540625683963299,
0.005713288672268391,
0.004277778789401054,
0.006325149908661842,
0.03501838073134422,
0.005756637081503868,
0.006018433254212141,
0.015571682713925838,
0.02021794766187668,
0.021447069942951202,
0.01600659266114235,
-0.013189883902668953,
-0.016722815111279488,
-0.01039318460971117,
-0.0030935141257941723,
0.008477162569761276,
0.019617171958088875,
-0.020052045583724976,
-0.009326965548098087,
0.020175065845251083,
-0.012413179501891136,
0.018945274874567986,
0.0033383744303137064,
-0.01263897493481636,
-0.011259496212005615,
-0.008641031570732594,
0.006933979690074921,
-0.013299135491251945,
-0.007108314894139767,
0.01749996654689312,
-0.005870725028216839,
0.024609889835119247,
0.029245223850011826,
0.006608465686440468,
-0.04187379404902458,
-0.011727810837328434,
0.007149776443839073,
-0.00825346540659666,
0.010441910475492477,
0.018115684390068054,
0.014709487557411194,
0.0011566128814592957,
0.02442059852182865,
0.010354460217058659,
-0.008516811765730381,
0.0426776260137558,
-0.013111096806824207,
0.02339756488800049,
0.03493077680468559,
0.02085953764617443,
-0.0001664722803980112,
-0.00163736823014915,
-0.007618383038789034,
0.0060143787413835526,
-0.034577272832393646,
0.014926083385944366,
0.04302464798092842,
0.015424751676619053,
0.01730683632194996,
-0.01258755847811699,
0.016423266381025314,
0.014328784309327602,
-0.005440522450953722,
-0.024426136165857315,
0.007731747347861528,
-0.00008199791773222387,
-0.004602901637554169,
0.0063560642302036285,
-0.004218362737447023,
0.029546087607741356,
0.012383155524730682,
0.0007277042022906244,
0.018938256427645683,
0.003442141693085432,
0.04317371919751167,
-0.0023329316172748804,
-0.0024521886371076107,
0.00817773025482893,
-0.010247301310300827,
-0.002578183775767684,
-0.01092652976512909,
-0.012463394552469254,
0.040084127336740494,
-0.013050010427832603,
-0.01704605482518673,
-0.011015214957296848,
0.019960172474384308,
-0.034938059747219086,
0.014943205751478672,
0.003931987565010786,
-0.009092483669519424,
-0.005022077355533838,
-0.007759208790957928,
0.0023874519392848015,
0.0035550270695239305,
0.004275227896869183,
-0.016000110656023026,
-0.005988810211420059,
0.02781008742749691,
-0.007846435531973839,
0.03612469136714935,
-0.028808152303099632,
-0.01721053756773472,
0.005637079011648893,
0.0027499350253492594,
0.01495971716940403,
0.020065557211637497,
0.0006914737750776112,
0.007031169254332781,
0.016756169497966766,
-0.004818613640964031
] | [
0.07185808569192886,
-0.4105795621871948,
0.279619425535202,
0.1756131798028946,
-0.25497108697891235,
-0.0880555585026741,
-0.0023320831824094057,
0.1072738915681839,
-0.4323500096797943,
-0.6267937421798706,
0.1615351289510727,
0.28281036019325256,
-0.39941248297691345,
0.3303692042827606,
-0.20410078763961792,
0.5991777777671814,
0.45129144191741943,
0.23629896342754364,
-0.2531590163707733,
-0.6133660674095154,
-0.04731858894228935,
-0.07705598324537277,
0.1250043660402298,
0.08466355502605438,
-0.1005839854478836,
-0.2869563400745392,
0.13406556844711304,
0.3443099558353424,
0.1978999227285385,
0.18178221583366394,
0.01636108197271824,
0.5449396371841431,
-0.2506137490272522,
0.006593803875148296,
0.10929791629314423,
-0.1729861944913864,
-0.0876777395606041,
0.07688195258378983,
0.24171581864356995,
-0.3574320673942566,
0.1786678433418274,
-0.17787396907806396,
-0.6322668194770813,
0.4010663330554962,
-0.19211047887802124,
-1.0218658447265625,
-1.2049579620361328,
0.14440345764160156,
-0.2481006681919098,
-0.11276508122682571,
-0.5180617570877075,
0.2725673019886017,
0.5119280219078064,
0.2680481970310211,
-0.24926532804965973,
0.2587025463581085,
-0.17073209583759308,
-0.3135805130004883,
0.544689953327179,
-0.039601314812898636,
0.25716865062713623,
-0.3294013440608978,
-0.3737421929836273,
0.0585077740252018,
-0.2918585538864136,
0.26377788186073303,
0.18144695460796356,
-0.1671794205904007,
-0.6397417187690735,
-0.5892034769058228,
0.14067590236663818,
-0.11508504301309586,
-0.20039887726306915,
0.47738680243492126,
-0.3153426945209503,
-0.06876601278781891,
-0.0047496831975877285,
-0.4502767026424408,
0.3758954107761383,
-0.1873350292444229,
-0.3597002625465393,
0.45388689637184143,
0.4588644206523895,
-0.27262023091316223,
0.528348445892334,
0.3950539231300354,
-0.08504492044448853,
0.4890288710594177,
-0.7436717748641968,
-0.1000097319483757,
0.0072954692877829075,
-0.08687712252140045,
-0.011317375116050243,
0.498465359210968,
0.13894371688365936,
0.19150491058826447,
-0.20686978101730347,
-0.20166319608688354,
0.37292733788490295,
0.28636762499809265,
-0.48785191774368286,
-0.40179404616355896,
0.22361396253108978,
-0.22958829998970032,
-0.33025574684143066,
-0.4305585026741028,
-0.6102390885353088,
-0.49760058522224426,
-0.35151559114456177,
0.26113060116767883,
-0.7352221012115479,
0.5817880630493164,
-0.14314115047454834,
-0.5020489692687988,
-0.32042354345321655,
-0.10777060687541962,
0.1698043793439865,
-0.24413950741291046,
-0.010795226320624352,
0.29695937037467957,
-0.10351868718862534,
1.467515230178833,
0.07639896869659424,
0.6639504432678223,
-0.03864993527531624,
-0.3251083195209503,
0.4656016230583191,
0.5813555717468262,
-0.5815324783325195,
0.2164040207862854,
0.4361761510372162,
1.1296658515930176,
-0.21729978919029236,
0.1359243541955948,
-0.18824273347854614,
-0.4740571081638336,
0.07683206349611282,
0.2401379942893982,
-0.1554507315158844,
-0.6078593730926514,
-0.459450900554657,
-0.5451735854148865,
-0.03524605184793472,
0.35004088282585144,
0.2460431456565857,
-0.09392441064119339,
-0.11368188261985779,
-0.39297592639923096,
-0.2536085546016693,
-0.25357282161712646,
-0.2842165529727936,
0.2825717628002167,
-0.7853784561157227,
0.119932621717453,
-0.12224402278661728,
0.6765591502189636,
-0.03167885169386864,
-0.08253168314695358,
-0.11417818069458008,
0.4916752874851227,
0.36255502700805664,
-0.18145669996738434,
-0.5017834901809692,
-0.7642921805381775,
0.008221573196351528,
-1.0371129512786865,
0.3970882296562195,
0.7480728030204773,
0.025249537080526352,
-0.14881086349487305,
-0.12797929346561432,
-0.18235807120800018,
-0.4474608600139618,
-0.3830648362636566,
-0.012111291289329529,
0.0723051130771637,
-0.11020547896623611,
-0.026994364336133003,
0.40762585401535034,
0.4227398931980133,
-0.7210801839828491,
0.3830064535140991,
0.1954077035188675,
-0.231648251414299,
0.36280834674835205,
0.3183005154132843,
0.261017769575119,
0.2681036591529846,
-0.40999162197113037,
-0.3279319405555725,
-0.38185209035873413,
-0.03643660619854927,
-0.21196739375591278,
-0.46630996465682983,
1.1781460046768188,
0.21727028489112854,
-0.41912370920181274,
1.400922179222107,
-0.13886681199073792,
0.3531956672668457,
-0.2663041949272156,
0.06153786927461624,
0.32288917899131775,
-0.2635493278503418,
-0.43623143434524536,
0.09922955930233002,
0.09858443588018417,
-0.17775343358516693,
-0.7949877977371216,
0.399806410074234,
0.6538883447647095,
-0.16869674623012543,
-0.15990586578845978,
-0.41864949464797974,
0.04554499313235283,
0.43622398376464844,
-0.0047177504748106,
0.24604544043540955,
0.15565632283687592,
0.1771302968263626,
0.9768605828285217,
-0.5474615693092346,
0.18249572813510895,
0.7247651815414429,
-0.2196778804063797,
0.8095608353614807,
0.40395933389663696,
0.67757648229599,
1.0701698064804077,
-0.826252818107605,
-0.26494064927101135,
-0.31946301460266113,
0.1881626546382904,
-0.41135695576667786,
-0.5150036811828613,
0.06661790609359741,
0.2250436395406723,
-0.0035464679822325706,
0.17165367305278778,
0.1568126529455185,
0.08570044487714767,
0.25356942415237427,
0.025449741631746292,
0.2675897777080536,
0.0639558658003807,
-0.5080152153968811,
-0.3756915032863617,
-0.043659333139657974,
-0.3327448070049286,
-0.3847615122795105,
0.2949213683605194,
1.0047610998153687,
0.11348535865545273,
-0.7521942853927612,
-0.032847288995981216,
0.4110172688961029,
0.12330128997564316,
-0.18030451238155365,
0.16245612502098083,
0.24374258518218994,
0.015851188451051712,
0.02395293116569519,
-0.25326359272003174,
-0.2255314290523529,
-0.6196107864379883,
-0.5297651886940002,
-0.7428162693977356,
-0.4157752990722656,
0.5454698801040649,
0.34925028681755066,
0.344679057598114,
-0.0733780786395073,
-0.38802531361579895,
0.17428600788116455,
-0.2535068988800049,
-0.9379042983055115,
0.2790922224521637,
0.38705724477767944,
-0.8554460406303406,
-0.648492157459259,
0.2057739794254303,
0.6256707310676575,
1.1239264011383057,
-0.13571207225322723,
-0.8917202949523926,
-0.5077815055847168,
-0.15146604180335999,
-0.1577707827091217,
-0.3011755347251892,
-0.4291580021381378,
-0.08774178475141525,
0.7450096607208252,
0.27769896388053894,
-0.36547136306762695,
-0.06739815324544907,
0.8072546124458313,
0.034422993659973145,
-0.20231525599956512,
0.27459633350372314,
-0.09953650832176208,
-0.6575319766998291,
0.07490778714418411,
-0.01688922382891178,
-0.5608330368995667,
-0.3502342104911804,
0.016036327928304672,
-0.12934911251068115,
0.5101243853569031,
-5.855607509613037,
0.029122693464159966,
-0.6111858487129211,
0.08210078626871109,
-0.71552574634552,
-0.3955763280391693,
0.7388988137245178,
-0.2243862897157669,
0.010297165252268314,
-0.323764443397522,
0.2414008229970932,
0.3350619077682495,
-0.35222485661506653,
0.30310484766960144,
0.24782143533229828,
-0.018192999064922333,
0.7902945280075073,
0.5375025868415833,
0.4775080978870392,
0.4001633822917938,
0.06528854370117188,
0.09781735390424728,
-0.10175454616546631,
0.16859905421733856,
0.3176710307598114,
0.03871104493737221,
-0.4942944049835205,
0.11436513811349869,
-0.29176661372184753,
-0.2853847146034241,
-0.0911904126405716,
-0.17159776389598846,
0.0875544473528862,
-0.1624547392129898,
0.20840124785900116,
0.369852751493454,
0.3078043460845947,
-0.29876580834388733,
0.15320035815238953,
-0.31070923805236816,
0.28755563497543335,
0.4925607442855835,
0.08743922412395477,
0.10413666069507599,
-0.18262198567390442,
-0.15905579924583435,
-0.20140761137008667,
0.17296047508716583,
0.21921588480472565,
0.6490346789360046,
-0.4478056728839874,
-0.13172194361686707,
0.32898879051208496,
0.0737110823392868,
-0.2770872414112091,
-0.36148545145988464,
0.19372181594371796,
0.3686605989933014,
-0.4285719692707062,
0.34829291701316833,
0.47315147519111633,
-0.4810730814933777,
0.2945463955402374,
-0.7437405586242676,
-0.40714776515960693,
0.3065641522407532,
-0.28978627920150757,
-0.7258164286613464,
0.6271249055862427,
0.31212151050567627,
-0.48652154207229614,
0.07983269542455673,
0.4719245135784149,
-0.40677767992019653,
0.45407992601394653,
-0.5315837860107422,
0.005728821735829115,
-0.0937354639172554,
-0.2529386579990387,
0.38176822662353516,
-0.316211462020874,
-0.7979514598846436,
-0.27480748295783997,
-0.1727524995803833,
0.156707301735878,
-0.7001422643661499,
0.15582920610904694,
-0.10514050722122192,
-0.28147226572036743,
0.13834337890148163,
0.6440241932868958,
-0.2575225532054901,
0.2901771068572998,
0.3339017331600189,
0.3392426073551178,
0.25140073895454407,
0.569938063621521,
0.4077259600162506,
-0.15192171931266785,
-0.0604933463037014,
0.7927123308181763,
-0.27679014205932617,
-0.2992195785045624,
-1.0771557092666626,
0.10152196884155273,
0.6011462211608887,
-0.21360817551612854,
0.34675249457359314,
0.6386398077011108,
-0.20976047217845917,
0.034596268087625504,
0.15043681859970093,
-0.06346627324819565,
-0.2079198956489563,
0.14190341532230377,
-0.27669796347618103,
-0.057363756000995636,
-0.04173558950424194,
-0.07680767774581909,
-0.22930435836315155,
0.3072561025619507,
0.6579745411872864,
-0.33369192481040955,
0.06500015407800674,
0.6341973543167114,
-0.3439790606498718,
0.2660793960094452,
0.5019934773445129,
-0.35207098722457886,
-0.46588122844696045,
0.23297540843486786,
0.5950126647949219,
-0.10776451230049133,
0.2090693712234497,
0.04600230231881142,
-0.7955129146575928,
-0.26995548605918884,
0.2598523795604706,
0.386966735124588,
-0.7698214054107666,
0.40267428755760193,
-0.053157299757003784,
-0.36295655369758606,
0.09125424921512604,
-0.27200061082839966,
0.4659348726272583,
0.08233184367418289,
-0.13582830131053925,
-0.42106112837791443,
0.0997985452413559,
-0.31852424144744873,
-0.5314930081367493,
0.014535092748701572,
0.11932290345430374,
0.22205188870429993,
-0.09120075404644012,
0.38929110765457153,
0.1007831022143364,
0.6081798076629639,
-0.7091894149780273,
0.3452705144882202,
0.11132214963436127,
-0.6697614192962646,
0.10138316452503204,
0.16540499031543732,
0.010029809549450874,
-0.313900887966156,
-0.12042159587144852,
-0.1979813426733017,
0.23799993097782135,
-0.5567363500595093,
-0.3788849711418152,
-0.24638760089874268,
-0.15218636393547058,
0.13058598339557648,
-0.1522900015115738,
0.4384371042251587,
-0.017485814169049263,
0.05050186067819595,
0.646257221698761,
0.08168254047632217,
-0.14320926368236542,
0.011841305531561375,
0.7283656597137451,
0.8183354139328003,
0.09641513973474503,
-0.2997201383113861,
0.12459536641836166,
-0.5725429654121399,
-0.04990440234541893,
0.29842013120651245,
0.5314921140670776,
0.6760776042938232,
-0.12662114202976227,
0.3602032959461212,
-0.11109260469675064,
0.3319438397884369,
0.288312166929245,
0.0181437861174345,
-0.4071979522705078,
-0.07386885583400726,
0.8576482534408569,
-0.2799125611782074,
0.8359092473983765,
-0.21968550980091095,
-0.1701575666666031,
-0.2315523773431778,
0.0636628121137619,
0.11013463884592056,
-0.3548182547092438,
-0.42081713676452637,
-0.5483953356742859,
-0.3821156919002533,
-0.11242207139730453,
0.08153831213712692,
0.3444661498069763,
0.3959437906742096,
-0.05475705862045288,
-0.0806920975446701,
0.030335772782564163,
0.05951487645506859,
-0.8190686106681824,
-0.08753996342420578,
-0.055361058562994,
-0.3158036470413208,
0.4721742868423462,
0.15553677082061768,
-0.7912530303001404,
0.03173259645700455,
0.22723260521888733,
0.018343927338719368,
-0.3502929210662842,
0.049842752516269684,
0.5123522877693176,
-0.4115748703479767,
-0.2899586856365204,
-0.12798066437244415,
0.4560230076313019,
-0.2354128211736679,
-0.1809709370136261,
0.17780223488807678,
1.0264506340026855,
-0.8335965871810913,
-0.03260593116283417,
-0.21023020148277283,
0.41848140954971313,
0.2677905857563019,
-0.10807439684867859,
-0.7456232309341431,
-0.3306404650211334,
0.19033800065517426,
-0.26800858974456787,
0.03998619318008423,
0.01897653192281723,
1.0910753011703491,
0.16963805258274078,
-0.3642706573009491,
-0.48820188641548157,
-0.18760612607002258,
0.2535099983215332,
-0.002921353094279766,
-0.20660239458084106,
-0.28337550163269043,
-0.5483571290969849,
0.04895259439945221,
0.40159162878990173,
-0.16092130541801453,
-0.29369091987609863,
0.270097553730011,
-0.15127164125442505,
-0.039929911494255066,
-0.004446092993021011,
-0.11756616830825806,
0.6361740231513977,
0.021553345024585724,
0.05564585328102112,
-0.4812192916870117,
0.04772114381194115,
-0.02770928665995598,
-0.014813916757702827,
-0.07842206954956055,
-0.5581315159797668,
0.1712905764579773,
-0.6542771458625793,
0.20788587629795074,
0.2146451473236084,
0.2149476706981659,
-0.023389680311083794,
0.069131039083004,
-0.35258543491363525,
-0.4114316999912262,
0.25442764163017273,
-0.25225770473480225,
-0.2002301961183548,
-0.1901007741689682,
0.18784581124782562,
0.6672565340995789,
0.0396086685359478,
-0.3475356101989746,
-0.4179120659828186,
-0.39289817214012146,
0.5955854654312134,
0.3676590919494629,
-0.6219855546951294,
0.3986150920391083,
-0.09982527792453766,
0.20826725661754608,
0.49695679545402527,
0.0471082367002964,
0.0015679971547797322,
0.2866251468658447,
0.175752654671669,
0.4293203353881836,
0.6476877927780151,
-0.4481087625026703,
0.002963634440675378,
0.2644553482532501,
0.2969774901866913,
0.8983721137046814,
-0.11977557092905045,
-0.04366664960980415,
0.42043018341064453,
0.28977230191230774,
-0.48054996132850647,
-0.4597611725330353,
0.8694241046905518,
-0.43285053968429565,
-0.21537336707115173,
0.1621067076921463,
0.2873718738555908,
0.008669665083289146,
0.7252448797225952,
-0.7157102823257446,
0.3902531862258911,
-0.033518604934215546,
0.1679743528366089,
0.2961462140083313,
0.10159540176391602,
0.26736193895339966,
-0.05987081304192543,
0.6784322261810303,
0.517308235168457,
-0.7036848068237305,
0.35170719027519226,
-0.13481955230236053,
0.25374725461006165,
0.09271004796028137,
0.11956972628831863,
-0.03653392940759659,
0.16472068428993225,
0.19653016328811646,
-0.14223971962928772,
0.1323794275522232,
0.3485678434371948,
0.12487807124853134,
-0.4643518328666687,
0.13319571316242218,
-0.3678695857524872,
-0.13298346102237701,
0.35008084774017334,
0.14645107090473175,
0.5299944877624512,
-0.4326867163181305,
-0.038779158145189285,
-0.3726435601711273,
0.039957817643880844,
0.41298410296440125,
0.43986567854881287,
-0.1568862497806549,
0.008698497898876667,
-0.10671443492174149,
0.07823361456394196,
-0.13154703378677368,
0.5394411683082581,
0.19381457567214966,
-0.5603867769241333,
-0.11673448979854584,
0.3365667462348938,
-0.6614782810211182,
-0.18784312903881073,
0.1832568496465683,
0.3964765965938568,
0.09146938472986221,
-0.494619220495224,
-0.08032514899969101,
-0.06702008098363876,
-0.261913001537323,
0.07192344218492508,
0.08750168234109879,
-0.08843417465686798,
0.15461917221546173,
-0.7533239126205444,
-0.5929900407791138,
0.11531739681959152,
-0.04124106466770172,
-0.06538856774568558,
-0.3617132306098938,
1.1034733057022095,
0.38936448097229004,
0.2608431577682495,
0.28912118077278137,
0.16401733458042145,
-0.12241014838218689,
0.7404043674468994,
-0.39162009954452515,
0.06671313941478729,
-0.8616197109222412,
0.058343905955553055,
-0.5633339285850525,
0.11102128028869629,
0.553075909614563,
-0.11600478738546371,
-0.3453812897205353,
-0.08507160097360611,
0.08991831541061401,
0.11435846239328384,
0.3816213607788086,
-0.6068301796913147,
-0.003067622659727931,
-0.3276294767856598,
-0.573296844959259,
-0.35489189624786377,
0.700900137424469,
0.056973472237586975,
0.4780201315879822,
-0.241300567984581,
0.3872402012348175,
0.45170488953590393,
-0.47399988770484924,
0.3588963449001312,
0.013739568181335926,
0.08300621807575226,
-0.274131178855896,
0.7163903713226318,
-0.5700580477714539,
-0.08283621072769165,
0.09156467020511627,
0.28143632411956787,
0.48415353894233704,
-0.1682656854391098,
-0.18566539883613586,
-0.09294723719358444,
-0.19798070192337036,
0.01805327832698822,
-0.17531193792819977,
0.2702612578868866,
0.11064016819000244,
-0.3279285132884979,
-0.6717483997344971,
0.42468950152397156,
0.0540962815284729,
-0.020284445956349373,
-0.17956072092056274,
-0.3423309028148651,
-0.5216129422187805,
0.7350457906723022,
0.20872844755649567,
-0.2684769630432129,
-0.14052532613277435,
-0.1173166036605835
] |
As Multiprocessor System-on-Chips (MPSoCs) continue to scale, security for Network-on-Chips (NoCs) is a growing concern as rogue agents threaten to infringe on the hardware's trust and maliciously implant Hardware Trojans (HTs) to undermine their reliability. The trustworthiness of MPSoCs will rely on our ability to detect Denial-of-Service (DoS) threats posed by the HTs and mitigate HTs in a compromised NoC to permit graceful network degradation. In this paper, we propose a new light-weight target-activated sequential payload (TASP) HT model that performs packet inspection and injects faults to create a new type of DoS attack. Faults injected are used to trigger a response from error correction code (ECC) schemes and cause repeated retransmission to starve network resources and create deadlocks capable of rendering single-application to full chip failures. To circumvent the threat of HTs, we propose a heuristic threat detection model to classify faults and discover HTs within compromised links. To prevent further disruption, we propose several switch-to-switch link obfuscation methods to avoid triggering of HTs in an effort to continue using links instead of rerouting packets with minimal overhead (1-3 cycles). Our proposed modifications complement existing fault detection and obfuscation methods and only adds 2% in area overhead and 6% in excess power consumption in the NoC micro-architecture. | [
0.0048839738592505455,
-0.007688337005674839,
-0.011738725937902927,
0.021010825410485268,
-0.007166371680796146,
-0.05065961927175522,
0.009550098329782486,
-0.013492634519934654,
-0.006710069719702005,
0.01699880324304104,
-0.021083712577819824,
0.01053962204605341,
-0.0007465081289410591,
0.035654932260513306,
0.022497061640024185,
0.015510114841163158,
-0.006589844357222319,
0.014927200973033905,
0.012382108718156815,
-0.014730648137629032,
-0.032110512256622314,
-0.0018130536191165447,
0.008114875294268131,
-0.03780949488282204,
0.023180004209280014,
0.026013946160674095,
-0.011429434642195702,
-0.00039524794556200504,
0.013581797480583191,
0.007979562506079674,
-0.01122449990361929,
0.028885573148727417,
0.0400313101708889,
0.013474807143211365,
0.01726258546113968,
-0.010987140238285065,
-0.0047984654083848,
0.012987992726266384,
0.030450470745563507,
-0.0066678328439593315,
0.016544807702302933,
-0.00574606703594327,
0.005787026137113571,
-0.03685648366808891,
-0.005596584640443325,
0.0076365419663488865,
-0.0010933899320662022,
0.02009120024740696,
0.0026153838261961937,
0.005804459564387798,
-0.011618593707680702,
0.01792330853641033,
-0.014989389106631279,
-0.004428064450621605,
-0.005834353156387806,
0.03217075765132904,
0.01708666980266571,
0.009156663902103901,
-0.002792341634631157,
-0.01694110780954361,
-0.019228624179959297,
-0.00005322275683283806,
-0.03627921640872955,
0.0019378801807761192,
0.027357231825590134,
-0.06684764474630356,
0.020502379164099693,
0.025023506954312325,
-0.0022310311906039715,
-0.011683697812259197,
0.029374338686466217,
0.00990964937955141,
0.014834662899374962,
-0.020831264555454254,
0.015451597981154919,
-0.025792807340621948,
-0.018440091982483864,
-0.0042372774332761765,
-0.006318872328847647,
0.050638094544410706,
-0.024593718349933624,
-0.00620238808915019,
-0.01907685212790966,
0.0023973570205271244,
0.04533561319112778,
-0.013555634766817093,
-0.022741716355085373,
0.012104403227567673,
0.017997683957219124,
0.04043010622262955,
0.03179287910461426,
-0.006260035093873739,
-0.04394811764359474,
0.004703075625002384,
0.008302345871925354,
-0.04446840286254883,
0.011847544461488724,
0.02561255544424057,
-0.003338822163641453,
0.013408595696091652,
-0.004922187887132168,
0.013554926961660385,
0.01725444383919239,
-0.0006651140283793211,
0.027749430388212204,
0.006698501296341419,
0.020610809326171875,
-0.023546341806650162,
0.010490460321307182,
0.015665534883737564,
-0.007580302655696869,
0.023647289723157883,
-0.047194983810186386,
0.023160450160503387,
0.01899789646267891,
0.014991870149970055,
-0.015891829505562782,
0.009771103970706463,
0.012516980990767479,
0.03802885487675667,
-0.012343669310212135,
-0.013237596489489079,
0.005406205542385578,
0.020760955289006233,
0.009618004783987999,
-0.024052824825048447,
-0.017739644274115562,
-0.004924728535115719,
0.011069107800722122,
0.0031823422759771347,
-0.014460798352956772,
-0.010591469705104828,
0.01789022609591484,
0.010954877361655235,
0.0023712660185992718,
-0.007220129482448101,
-0.005252991337329149,
-0.01991036906838417,
0.006516700144857168,
-0.013564213179051876,
0.032240696251392365,
0.0071439980529248714,
0.005176870618015528,
0.011137707158923149,
-0.011692998930811882,
0.005410738289356232,
-0.01851310022175312,
0.01503322646021843,
0.01796768605709076,
0.00677543506026268,
-0.00399568909779191,
0.011863993480801582,
0.0032978870440274477,
-0.028356362134218216,
0.02452455647289753,
0.02975315786898136,
0.006418176926672459,
0.009284104220569134,
-0.045438800007104874,
-0.007423104718327522,
-0.03428534418344498,
-0.015668386593461037,
0.01026684045791626,
0.007381783798336983,
0.023238640278577805,
0.02293986640870571,
0.006507551297545433,
0.002247793599963188,
-0.026880258694291115,
0.009866947308182716,
-0.012054373510181904,
0.019308708608150482,
0.034214165061712265,
0.00230057118460536,
0.012965349480509758,
-0.004518010653555393,
0.030840231105685234,
0.00839332863688469,
-0.009048614650964737,
0.06669807434082031,
0.027770694345235825,
0.010761966928839684,
-0.004428741056472063,
-0.016552181914448738,
0.024769091978669167,
-0.010405130684375763,
-0.015900524333119392,
-0.011912770569324493,
-0.031104743480682373,
-0.023619962856173515,
-0.029769187793135643,
-0.02639850787818432,
-0.025267302989959717,
0.023228798061609268,
0.0043201688677072525,
0.002894129604101181,
0.0031892177648842335,
0.010703443549573421,
0.01108885183930397,
0.0010542315430939198,
-0.030587919056415558,
0.006454196758568287,
0.0002612147945910692,
0.018725300207734108,
-0.01018267497420311,
0.012774131260812283,
0.0012844857992604375,
0.021587587893009186,
0.01137422677129507,
0.06065782904624939,
0.013672403991222382,
0.0009268743451684713,
-0.001995254075154662,
-0.015317589044570923,
0.016800053417682648,
0.00932086817920208,
0.000591958174481988,
0.022073516622185707,
0.006058475933969021,
-0.014443227089941502,
-0.011346260085701942,
0.013872234150767326,
0.01434989646077156,
0.012792376801371574,
0.0228972677141428,
0.012486688792705536,
0.0024744654074311256,
0.01010847743600607,
0.015524785034358501,
0.015355341136455536,
-0.0075309970416128635,
0.018189087510108948,
-0.012463897466659546,
-0.021310001611709595,
0.008272717706859112,
0.00045761559158563614,
0.00948743149638176,
-0.02798420377075672,
-0.0011637218995019794,
-0.018549207597970963,
0.014752616174519062,
-0.009335936978459358,
0.03794672712683678,
-0.026814719662070274,
-0.017547518014907837,
0.00795376393944025,
0.016796652227640152,
-0.005390130449086428,
0.004035026766359806,
0.022044099867343903,
0.007132179103791714,
0.012096980586647987,
0.028963953256607056,
-0.008984892629086971,
0.007026318460702896,
-0.02481834404170513,
-0.0034307357855141163,
-0.004004832357168198,
0.0229608416557312,
-0.021570928394794464,
-0.0014877115609124303,
0.007359089329838753,
-0.019605526700615883,
0.031063338741660118,
0.014941240660846233,
-0.019444309175014496,
0.016784202307462692,
0.00328108761459589,
0.00277793500572443,
0.02804994210600853,
0.009064901620149612,
-0.005732606165111065,
-0.012443635612726212,
-0.08112829178571701,
-0.006115536671131849,
-0.013089202344417572,
0.0024562606122344732,
0.006708183791488409,
-0.01833556592464447,
-0.007483694236725569,
0.016154106706380844,
-0.0210563987493515,
-0.014369513839483261,
-0.014613221399486065,
0.008790927939116955,
-0.019729983061552048,
0.012128849513828754,
-0.002612150739878416,
-0.012793037109076977,
0.009939088486135006,
0.015854164958000183,
-0.01229090429842472,
-0.0039198389276862144,
-0.0009850595379248261,
0.009847507812082767,
-0.0024536284618079662,
0.0029111234471201897,
-0.043795302510261536,
-0.010332196950912476,
0.009559279307723045,
-0.005542302969843149,
-0.0342901274561882,
0.002254931256175041,
-0.0024017218966037035,
-0.003139318898320198,
0.011790203861892223,
-0.018081411719322205,
0.008714498952031136,
-0.021245533600449562,
-0.027636028826236725,
0.02705521322786808,
0.014996081590652466,
0.022240983322262764,
0.010432570241391659,
0.015990760177373886,
0.017190981656312943,
0.012392312288284302,
0.005687528755515814,
0.020449182018637657,
0.02378104440867901,
0.06611046195030212,
0.014956016093492508,
0.01044562365859747,
-0.012362231500446796,
-0.01344917993992567,
-0.02740710973739624,
0.012710465118288994,
-0.008218774572014809,
-0.004113371018320322,
-0.025909796357154846,
-0.014321906492114067,
-0.010995639488101006,
-0.010830707848072052,
0.038165148347616196,
-0.0280047245323658,
0.010668331757187843,
-0.00618763780221343,
0.0028588969726115465,
-0.023452963680028915,
0.011516110971570015,
0.03039373829960823,
-0.033761002123355865,
0.02228045091032982,
-0.0038678226992487907,
0.0012566852383315563,
0.0019443657947704196,
0.001630760496482253,
-0.00915512815117836,
-0.016687646508216858,
-0.009002389386296272,
-0.005398608278483152,
-0.00707547552883625,
-0.015132363885641098,
-0.05097197741270065,
0.0067174904979765415,
0.015157308429479599,
-0.019504941999912262,
-0.0014623082242906094,
0.020378662273287773,
0.008240694180130959,
-0.007737523876130581,
0.01136473473161459,
-0.014766935259103775,
0.011939428746700287,
-0.024885881692171097,
0.022111818194389343,
0.01071680523455143,
0.002383875660598278,
-0.012749569490551949,
0.024179983884096146,
0.009806070476770401,
-0.019191917032003403,
0.007790940813720226,
0.01413249596953392,
0.00011753692524507642,
0.023544587194919586,
-0.01641847938299179,
0.02308652363717556,
0.011783791705965996,
0.009756428189575672,
-0.013893386349081993,
-0.01379210501909256,
-0.002949204994365573,
-0.010532481595873833,
0.030767526477575302,
-0.004035952966660261,
-0.0047707026824355125,
0.007346268743276596,
0.007180618587881327,
-0.011245731264352798,
-0.004808956291526556,
0.07231508940458298,
0.020998112857341766,
0.0031669808086007833,
0.005053188651800156,
-0.013919452205300331,
-0.038625508546829224,
-0.00739988824352622,
-0.007263662293553352,
0.01585482247173786,
-0.01482072751969099,
0.010525441728532314,
0.0002962839789688587,
-0.0020526961889117956,
0.028718890622258186,
0.01654859632253647,
0.014610444195568562,
0.012811086140573025,
-0.014427938498556614,
-0.026487626135349274,
0.013061979785561562,
0.002038524951785803,
0.004306042566895485,
0.02210659347474575,
-0.015656834468245506,
0.013901905156672001,
-0.015367772430181503,
-0.00304392259567976,
-0.013944381847977638,
-0.0022526492830365896,
0.015977462753653526,
-0.007629515137523413,
0.015238311141729355,
-0.010034633800387383,
-0.031262438744306564,
0.013258375227451324,
-0.029016928747296333,
0.0031286668963730335,
0.0020182563457638025,
-0.010893264785408974,
0.013152307830750942,
0.006153441965579987,
-0.01836756244301796,
0.01701267994940281,
0.015038980171084404,
-0.0015661679208278656,
0.023456469178199768,
-0.04166707023978233,
-0.0036894904915243387,
-0.007011960260570049,
0.007210423704236746,
-0.00018154806457459927,
0.02486136369407177,
0.00410825852304697,
0.04971174895763397,
-0.013685790821909904,
0.02338060736656189,
-0.02199220284819603,
-0.0009279150981456041,
-0.013577377423644066,
0.02347370609641075,
-0.03429776430130005,
0.007500454317778349,
-0.005131011828780174,
0.0009490188676863909,
-0.005767326336354017,
0.008145678788423538,
0.03080098330974579,
0.012094186618924141,
-0.003969705663621426,
-0.004538752604275942,
-0.02968669682741165,
-0.0018514986149966717,
0.010124359279870987,
-0.013694243505597115,
0.00024677393957972527,
0.020058438181877136,
-0.010139267891645432,
0.03087492100894451,
0.007958723232150078,
0.006475087720900774,
-0.004836343228816986,
0.004466896411031485,
-0.04667968302965164,
0.026798173785209656,
-0.017568491399288177,
0.04607381671667099,
-0.010724280029535294,
-0.07442684471607208,
-0.0037486334331333637,
0.007296217605471611,
-0.006249452941119671,
-0.012727886438369751,
0.013994195498526096,
-0.0072222682647407055,
0.041629694402217865,
-0.003679990768432617,
-0.0021741054952144623,
0.011754333972930908,
-0.0005917601520195603,
-0.013934682123363018,
-0.002479253802448511,
0.009708600118756294,
-0.0032567279413342476,
0.010194307193160057,
0.00568417040631175,
0.011364821344614029,
-0.0027189310640096664,
0.0015315208584070206,
-0.022423062473535538,
-0.03188915178179741,
0.013695009984076023,
-0.008614735677838326,
-0.08090202510356903,
-0.02585313469171524,
0.02969326078891754,
-0.01966685801744461,
-0.029300948604941368,
-0.010078753344714642,
-0.0026061655953526497,
-0.04152654856443405,
-0.03995680436491966,
-0.012639426626265049,
-0.042332109063863754,
0.03411416709423065,
0.024826452136039734,
-0.0011190318036824465,
-0.019966114312410355,
-0.013029301539063454,
0.009178923442959785,
-0.01199279259890318,
-0.006550902500748634,
-0.0016912106657400727,
-0.01977650821208954,
0.028250200673937798,
-0.010396483354270458,
0.0013949149288237095,
-0.023434150964021683,
-0.023036226630210876,
0.005176454316824675,
0.012135660275816917,
-0.005881429649889469,
0.0042077237740159035,
0.014022311195731163,
-0.00779406214132905,
-0.0064692385494709015,
0.009126400575041771,
-0.004008535761386156,
-0.016124214977025986,
-0.007895944640040398,
-0.007252307143062353,
-0.04772980883717537,
0.004095529671758413,
-0.01124507188796997,
0.018178369849920273,
-0.008762502111494541,
-0.0016526745166629553,
0.018938681110739708,
-0.024430088698863983,
0.008391599170863628,
-0.012964935041964054,
0.007517492398619652,
0.006411479786038399,
0.007408302277326584,
0.007535657379776239,
0.02416609600186348,
0.012411054223775864,
0.02382945641875267,
0.036116182804107666,
-0.016330881044268608,
0.047192901372909546,
0.00025629717856645584,
0.021580593660473824,
-0.008623373694717884,
0.0015860800631344318,
-0.012976119294762611,
0.07175764441490173,
-0.025353454053401947,
0.009305822663009167,
-0.04517887160181999,
-0.0166437029838562,
0.007685468532145023,
0.002928870264440775,
0.014438530430197716,
0.04110601916909218,
-0.006927009206265211,
0.001167012844234705,
-0.02426043525338173,
0.009231672622263432,
0.019980164244771004,
0.014130526222288609,
-0.039353784173727036,
-0.003356778062880039,
0.03234357386827469,
0.02852659299969673,
0.005702207330614328,
0.033648084849119186,
0.022232860326766968,
0.025891197845339775,
-0.011750399135053158,
0.019286779686808586,
-0.004753787070512772,
0.0011991779319941998,
-0.0031576910987496376,
-0.022904733195900917,
0.005069034639745951,
-0.01695678010582924,
0.015183251351118088,
0.009818222373723984,
0.0012771375477313995,
0.03345619887113571,
-0.00941392406821251,
0.019600898027420044,
0.010685347020626068,
-0.01622534543275833,
0.0038073949981480837,
0.02895461767911911,
0.022957947105169296,
-0.002514015417546034,
0.009940743446350098,
0.006637272424995899,
0.028638610616326332,
0.021382860839366913,
-0.02383449487388134,
0.012428991496562958,
0.0018967579817399383,
0.007971148006618023,
0.005714171100407839,
0.013486156240105629,
-0.051439300179481506,
0.01445604208856821,
-0.026020800694823265,
0.004644578788429499,
0.006173877976834774,
-0.008430050686001778,
-0.005200869403779507,
0.040389616042375565,
-0.006232932209968567,
-0.04842757806181908,
0.0027189648244529963,
0.021015290170907974,
-0.0016945821698755026,
-0.00732353376224637,
-0.014465002343058586,
0.007373245432972908,
0.01666216552257538,
-0.011086621321737766,
-0.01962440274655819,
0.012185736559331417,
-0.01084754429757595,
0.017463942989706993,
0.011931142769753933,
-0.015436245128512383,
-0.023259326815605164,
-0.0005676192231476307,
0.0030259438790380955,
-0.004574679769575596,
0.0012176665477454662,
0.013550912961363792,
0.025331024080514908,
-0.0017194589599967003,
0.022075105458498,
0.01266759168356657,
-0.0230533666908741,
-0.010980555787682533,
0.016519645228981972,
0.03553846478462219,
-0.01044950820505619,
-0.0015042731538414955,
0.003028455190360546,
0.011696072295308113,
0.03331597149372101,
0.0033441658597439528,
0.012593206018209457,
0.0232694111764431,
0.02772124484181404,
0.017908969894051552,
0.0026816565077751875,
-0.0007125665433704853,
-0.020905887708067894,
-0.022251518443226814,
0.01423780806362629,
0.025333190336823463,
0.016092736274003983,
0.004863698501139879,
-0.02149701677262783,
-0.03818394988775253,
-0.00414471747353673,
-0.02890266850590706,
0.04016752541065216,
0.019928259775042534,
0.02110275812447071,
-0.015223166905343533,
0.014498453587293625,
0.005683671683073044,
-0.009822964668273926,
0.027907423675060272,
0.001163325970992446,
-0.0003849463537335396,
-0.01833353377878666,
0.029027605429291725,
-0.02011227235198021,
-0.005797398276627064,
-0.004522994160652161,
0.030989307910203934,
0.031180309131741524,
0.01328065525740385,
0.00044419639743864536,
0.027689335867762566,
-0.010610247030854225,
-0.012204579077661037,
-0.01726500131189823,
0.017001613974571228,
0.020025584846735,
0.037632688879966736,
-0.041574373841285706,
-0.007689384743571281,
-0.013912441208958626,
0.00328793260268867,
-0.012337205931544304,
0.00843646377325058,
-0.011096112430095673,
-0.013762455433607101,
-0.006142674013972282,
0.004478843417018652,
0.010310836136341095,
0.02225196734070778,
-0.011755811050534248,
-0.0005291448906064034,
-0.007608372252434492,
-0.0003799854312092066,
0.01198217086493969,
0.0059441798366606236,
-0.01964564248919487,
-0.013500013388693333,
0.021328717470169067,
0.012820493429899216,
0.03342501446604729,
-0.031706277281045914,
0.02040441706776619,
0.0200873464345932,
-0.028570475056767464,
-0.012158147990703583,
0.013319121673703194,
-0.019074132665991783,
-0.000304059823974967,
-0.03421134501695633,
0.001174247357994318,
-0.007885850965976715,
0.03618708625435829,
-0.00586819089949131,
-0.010832913219928741,
-0.015543079003691673,
-0.0018211500719189644,
-0.012618756853044033,
0.010868007317185402,
-0.003342502284795046,
-0.005008977837860584,
-0.007121087983250618,
-0.009868036955595016,
-0.00916983000934124,
-0.002070884220302105,
-0.019249405711889267,
-0.038427021354436874,
0.005634605884552002,
0.033405791968107224,
0.0033223642967641354,
0.012553934007883072,
-0.016742516309022903,
-0.011345015838742256,
0.023563314229249954,
-0.01760035566985607,
-0.019603002816438675,
-0.015551628544926643,
0.016103079542517662,
0.0013005237560719252,
-0.00048241717740893364,
-0.03997727483510971
] | [
-0.0681476965546608,
0.15577568113803864,
0.34707438945770264,
0.19931580126285553,
0.2930908203125,
-0.27948737144470215,
0.13393452763557434,
0.012693342752754688,
-0.5865117311477661,
-0.41050490736961365,
-0.5119329690933228,
0.12442772835493088,
-0.31096744537353516,
-0.06802017986774445,
-0.25781574845314026,
0.15451931953430176,
0.86287522315979,
0.13812115788459778,
-0.021478326991200447,
-0.1708364486694336,
-0.1959187537431717,
0.010863586328923702,
0.20131736993789673,
-0.11757336556911469,
-0.14898045361042023,
0.3275819420814514,
0.2766083776950836,
-0.14844651520252228,
-0.03345964103937149,
-0.10944409668445587,
0.1387975662946701,
0.42339301109313965,
0.060881953686475754,
-0.17399249970912933,
0.4250423014163971,
0.10780421644449234,
-0.38682839274406433,
0.022515930235385895,
0.2146565467119217,
-0.6096659898757935,
-0.05095571279525757,
-0.17725712060928345,
-0.1011374369263649,
0.4132436513900757,
-0.27481961250305176,
-0.709886908531189,
-1.2298896312713623,
0.0467330738902092,
-0.363607257604599,
0.11326195299625397,
-0.37069210410118103,
0.6302101016044617,
-0.5274078845977783,
0.12939715385437012,
0.1983480453491211,
-0.07090453803539276,
0.22191756963729858,
-0.3914891183376312,
0.36182427406311035,
-0.07457426190376282,
0.05814294517040253,
-0.4737630784511566,
-0.5963596701622009,
-0.19356916844844818,
-0.35666874051094055,
0.14395743608474731,
0.15819326043128967,
-0.10038978606462479,
-0.8455833792686462,
-0.20099329948425293,
0.40175703167915344,
-0.40594568848609924,
-0.22435636818408966,
0.1283324658870697,
-0.08396602421998978,
0.0006207169499248266,
0.15816117823123932,
-0.4074477255344391,
0.11061150580644608,
0.09158752113580704,
-0.33273589611053467,
0.5682229399681091,
0.18113301694393158,
0.1566499024629593,
0.6584082841873169,
0.19709791243076324,
-0.07141637057065964,
1.0166072845458984,
-0.4329512119293213,
0.5890759229660034,
0.26386648416519165,
-0.2249429076910019,
0.4811883270740509,
0.5530665516853333,
0.06988577544689178,
-0.22172078490257263,
-0.05721437558531761,
-0.3897814452648163,
0.5408762693405151,
0.23962491750717163,
-0.06869306415319443,
-0.20637984573841095,
-0.13127891719341278,
-0.17273658514022827,
-0.07152332365512848,
-0.3000470697879791,
-0.46298331022262573,
-0.4913540780544281,
-0.3535861074924469,
-0.13140366971492767,
-0.41667577624320984,
0.3577149212360382,
-0.16840219497680664,
0.3068288266658783,
-0.20220696926116943,
0.1400468796491623,
-0.1164705827832222,
-0.43853798508644104,
0.3564852178096771,
0.015699997544288635,
0.28156420588493347,
1.503293752670288,
-0.16001534461975098,
0.5519790053367615,
0.5941627621650696,
-0.10933071374893188,
0.6386621594429016,
0.3681204617023468,
-0.1915818154811859,
0.5018861293792725,
0.13038644194602966,
0.8956939578056335,
-0.3632088005542755,
0.09658292680978775,
-0.12609614431858063,
0.060196653008461,
0.3178935647010803,
0.548321545124054,
0.397060364484787,
-0.10519182682037354,
-0.3742234706878662,
-0.7272242903709412,
0.43067750334739685,
0.08625613152980804,
0.07460848987102509,
-0.08870574831962585,
-0.1491575390100479,
-0.31353479623794556,
-0.46361297369003296,
-0.08728019148111343,
-0.4513186514377594,
0.3165338337421417,
-0.6211981177330017,
0.1428333818912506,
0.21908608078956604,
0.6701054573059082,
0.1485641598701477,
-0.11784501373767853,
-0.35092711448669434,
0.22261500358581543,
-0.189410999417305,
0.014988718554377556,
-0.866269588470459,
-0.34627559781074524,
0.07529620081186295,
0.09266217797994614,
0.24076998233795166,
0.1635412722826004,
0.41631633043289185,
0.19973309338092804,
0.2853032648563385,
-0.10960014164447784,
-0.32007479667663574,
-0.4286677837371826,
-0.05278428643941879,
0.44741129875183105,
0.2237427532672882,
0.22943301498889923,
0.36925920844078064,
0.42334064841270447,
-0.8239442110061646,
-0.08137629181146622,
0.1366940140724182,
-0.33176520466804504,
-0.2057456225156784,
0.520081639289856,
0.6047758460044861,
-0.021349390968680382,
-0.6936722993850708,
-0.12463917583227158,
-0.822769284248352,
-0.12643468379974365,
0.3427499532699585,
-0.7715786695480347,
1.0305452346801758,
-0.15624095499515533,
-0.15231485664844513,
1.017527461051941,
-0.14423781633377075,
0.0530225969851017,
0.016880154609680176,
0.4453049302101135,
0.11836542189121246,
-0.873386025428772,
-0.5583396553993225,
-0.05823371559381485,
0.20252376794815063,
0.13383319973945618,
-0.8306761980056763,
-0.4480288624763489,
0.8379110097885132,
-0.7454128861427307,
-0.3318224251270294,
-0.5220217704772949,
0.2962433695793152,
0.20425531268119812,
-0.6631637811660767,
0.4243597686290741,
0.002345198532566428,
-0.2587074637413025,
0.7665531635284424,
-0.5843842029571533,
0.5314568281173706,
0.5185202956199646,
0.0289092306047678,
0.5387470722198486,
0.14061732590198517,
0.17371390759944916,
0.8428683280944824,
-0.4461795389652252,
0.338704913854599,
-0.7841373682022095,
-0.04005923122167587,
-0.6680757999420166,
-0.5086720585823059,
-0.0864146426320076,
-0.0877208486199379,
-0.25855281949043274,
0.17769010365009308,
-0.08178377896547318,
-0.7026381492614746,
0.3221931457519531,
-0.6101019382476807,
0.3516608774662018,
0.09169951826334,
-0.5556445717811584,
-0.24002563953399658,
-0.023550203070044518,
-0.46374839544296265,
-0.1572391539812088,
-0.0685042142868042,
0.1845249980688095,
0.10462354868650436,
-0.5481337904930115,
0.15578339993953705,
0.3456438481807709,
-0.06951919198036194,
0.26093968749046326,
-0.6253970265388489,
-0.31719714403152466,
-0.42455095052719116,
-0.06956073641777039,
-0.229619562625885,
0.21737466752529144,
-0.24496403336524963,
-0.24023592472076416,
-0.48520714044570923,
-0.2808707058429718,
0.565248429775238,
0.33263546228408813,
0.09538060426712036,
-0.6763609051704407,
-0.35914647579193115,
0.004742809105664492,
-0.02594536356627941,
-0.687495768070221,
0.6266642212867737,
0.8743432760238647,
-0.4867154061794281,
-0.616642415523529,
-0.2853180766105652,
0.9845957159996033,
0.7521124482154846,
-0.2816493511199951,
-0.1777718961238861,
-0.0076574417762458324,
0.031079210340976715,
-0.20328548550605774,
-0.5127083659172058,
0.05810573324561119,
0.05395141988992691,
0.28303155303001404,
-0.2757416367530823,
0.0929807499051094,
0.4489767551422119,
0.6027334332466125,
0.1600818932056427,
0.14634782075881958,
0.5368518233299255,
0.015756506472826004,
-0.5839541554450989,
0.22412164509296417,
0.040340036153793335,
-0.11145075410604477,
0.15903624892234802,
-0.3977726995944977,
-0.3078502118587494,
0.3430158793926239,
-5.852980136871338,
-0.22153466939926147,
-0.5998368859291077,
-0.18056395649909973,
-0.09424471855163574,
0.0664585530757904,
0.5064979195594788,
-0.19500239193439484,
0.2822578549385071,
-0.10977989435195923,
0.4608512818813324,
0.3355977535247803,
0.45931488275527954,
-0.07964322715997696,
0.03747539594769478,
0.07339942455291748,
0.362089604139328,
-0.028552642092108727,
0.35715028643608093,
-0.4212678074836731,
0.46673497557640076,
-0.39645737409591675,
0.16265101730823517,
-0.05921529605984688,
-0.24341320991516113,
0.09908097982406616,
-1.0666518211364746,
0.2524004578590393,
-0.1462116539478302,
-0.05667509883642197,
0.174627423286438,
-0.2771580219268799,
-0.29703059792518616,
-0.5568397045135498,
-0.2197362780570984,
0.09490632265806198,
0.11291422694921494,
0.007220418192446232,
-0.04433076083660126,
0.014918548986315727,
0.9477928876876831,
0.3522588908672333,
0.06033875048160553,
-0.13975836336612701,
0.5692600607872009,
-0.10395149886608124,
-0.35332363843917847,
-0.08518039435148239,
0.08785709738731384,
0.5724444389343262,
-0.06204451248049736,
-0.14545248448848724,
0.24570313096046448,
-0.021720003336668015,
0.07088956236839294,
-0.33151817321777344,
0.2223859280347824,
0.4412950277328491,
-0.5438603162765503,
0.32283371686935425,
-0.22967809438705444,
0.047719717025756836,
0.012422275729477406,
-0.6000714302062988,
0.027495283633470535,
0.34804627299308777,
-0.8176234364509583,
-0.39123398065567017,
0.6457347273826599,
0.1489953249692917,
-0.32660406827926636,
0.05614955350756645,
0.2625586986541748,
-0.5808565020561218,
0.701076328754425,
-0.5126149654388428,
0.39521393179893494,
-0.11393648386001587,
-0.37443408370018005,
0.09330525249242783,
0.054847486317157745,
-0.2890692353248596,
-0.08513492345809937,
-0.8525019884109497,
0.4339783489704132,
-0.7029061317443848,
0.07324850559234619,
0.17444653809070587,
-0.1478244960308075,
0.40616971254348755,
0.3914421498775482,
-0.09980353713035583,
0.5215402245521545,
0.5497131943702698,
0.781557023525238,
0.1987638771533966,
0.252029150724411,
0.8194624185562134,
-0.04574970155954361,
-0.14865030348300934,
0.26122501492500305,
-0.29582729935646057,
-0.22738270461559296,
-1.0514376163482666,
-0.11829382181167603,
0.34913235902786255,
-0.12519298493862152,
-0.1938299685716629,
0.45255494117736816,
-0.17177149653434753,
-0.06411486864089966,
-0.010727970860898495,
-0.5087506175041199,
-0.4248449206352234,
0.2007276564836502,
-0.1792302131652832,
-0.40839800238609314,
0.10896459966897964,
-0.16381338238716125,
-0.391973614692688,
-0.17616435885429382,
0.5478997826576233,
0.4609890580177307,
0.3076861798763275,
0.27405133843421936,
-0.6356443166732788,
-0.10489390790462494,
0.6891653537750244,
0.1679445207118988,
-0.33512282371520996,
0.6865349411964417,
0.883237361907959,
-0.3874773383140564,
0.06409645080566406,
0.22939452528953552,
-0.4348061680793762,
-0.13420717418193817,
0.5970082879066467,
-0.1135902851819992,
-0.34645265340805054,
0.4858548641204834,
-0.0910373330116272,
0.09510921686887741,
0.0884016752243042,
0.15716516971588135,
0.20537669956684113,
-0.09902910888195038,
0.21967491507530212,
0.0686715841293335,
0.09674693644046783,
-0.19324395060539246,
-0.03217838332056999,
-0.07367027550935745,
-0.11319661140441895,
-0.15676981210708618,
0.27400195598602295,
0.6146624684333801,
-0.031165193766355515,
0.1765085607767105,
-0.2655429542064667,
0.09858784079551697,
0.32694002985954285,
-1.4392551183700562,
-0.13258583843708038,
0.18362657725811005,
0.21644766628742218,
-0.49876922369003296,
-0.4966432750225067,
-0.2223879098892212,
0.3982110321521759,
-0.24079182744026184,
-0.7151727676391602,
-0.4982147216796875,
-0.029362868517637253,
0.43219614028930664,
0.014092689380049706,
0.12443926930427551,
-0.27946093678474426,
0.21610265970230103,
0.12608502805233002,
-0.12431402504444122,
-0.25339508056640625,
-0.39423561096191406,
0.20559751987457275,
0.6347406506538391,
-0.40195736289024353,
-0.12232980132102966,
-0.1561165153980255,
-0.40758347511291504,
-0.9231663942337036,
0.4978904128074646,
0.004517799708992243,
0.5341346263885498,
0.3870372474193573,
0.07672977447509766,
-0.14738208055496216,
-0.050455208867788315,
0.6279110312461853,
-0.04497013986110687,
-0.4768219590187073,
0.012116811238229275,
0.2857822775840759,
-0.42673173546791077,
0.5756714344024658,
0.20086787641048431,
-0.2590891122817993,
-0.10119971632957458,
-0.11159590631723404,
-0.03445396572351456,
-0.102926105260849,
-0.1418086141347885,
-0.2405494898557663,
0.14746583998203278,
0.7209737300872803,
-0.33238324522972107,
0.07224227488040924,
0.33841004967689514,
0.21392808854579926,
-0.4868624806404114,
0.3422561585903168,
0.13920989632606506,
-0.08619671314954758,
-0.05476728454232216,
0.3111955225467682,
-0.3641989827156067,
0.4292216897010803,
0.3567979633808136,
-0.5335283279418945,
-0.07500184327363968,
-0.2003130167722702,
-0.0677991658449173,
-0.4599744975566864,
0.11274394392967224,
0.01267168391495943,
0.15088964998722076,
-0.04370427131652832,
-0.10259825736284256,
0.11441808193922043,
0.1818275898694992,
0.22924694418907166,
-0.3169594705104828,
0.5041554570198059,
-0.4650992155075073,
-0.633022665977478,
-0.7459269762039185,
0.23381589353084564,
0.5130418539047241,
-0.5174309015274048,
-0.9010441303253174,
-0.30052146315574646,
0.37235718965530396,
-0.13876865804195404,
0.14763711392879486,
0.42581483721733093,
1.3170981407165527,
0.020934198051691055,
-0.19921037554740906,
-0.8984941840171814,
-0.41358044743537903,
0.11057714372873306,
-0.25473904609680176,
-0.5126444101333618,
-0.052540313452482224,
-0.29963839054107666,
0.1429004967212677,
0.26927635073661804,
-0.04011838138103485,
-0.5009949207305908,
0.02285667322576046,
-0.4590054154396057,
0.2802625000476837,
0.16820549964904785,
0.5572840571403503,
0.7736479043960571,
0.2697703242301941,
-0.03505709767341614,
-0.04442939534783363,
-0.350300669670105,
-0.12366891652345657,
0.4183362126350403,
-0.07666566222906113,
-0.5237246751785278,
-0.4600081443786621,
-0.23205804824829102,
0.4707106649875641,
-0.390167236328125,
0.9617775082588196,
0.07693784683942795,
-0.02239353023469448,
-0.26022857427597046,
-0.557452380657196,
0.4901924133300781,
-0.33587101101875305,
-0.46190041303634644,
-0.3481910526752472,
-0.19630363583564758,
0.24548321962356567,
-0.2606717050075531,
-0.1116076335310936,
0.19292813539505005,
-0.40072983503341675,
0.36474883556365967,
0.35456836223602295,
-0.6222078204154968,
0.2048158049583435,
0.027190379798412323,
0.07420533895492554,
-0.012331435456871986,
-0.12433276325464249,
-0.018466349691152573,
0.14471057057380676,
0.141404390335083,
0.4891641139984131,
0.7724692821502686,
-0.1786472052335739,
0.04545929655432701,
0.23402291536331177,
-0.10878279060125351,
0.4765932559967041,
0.18552739918231964,
-0.010528067126870155,
0.33490628004074097,
0.5334681272506714,
0.12616406381130219,
-0.25794705748558044,
0.5304508805274963,
0.1539251059293747,
-0.34463003277778625,
-0.2821265161037445,
0.4760996699333191,
0.3555150628089905,
0.2777513861656189,
-0.15587086975574493,
0.30301332473754883,
0.14480309188365936,
0.10808711498975754,
0.17378540337085724,
0.01622037962079048,
-0.7407765984535217,
0.3265622556209564,
0.46123558282852173,
-0.031482383608818054,
-0.49954235553741455,
0.535848081111908,
-0.5812678933143616,
0.402107834815979,
0.5841823816299438,
0.14640840888023376,
-0.24521471560001373,
0.3105482757091522,
-0.05738307163119316,
-0.03183687850832939,
-0.26673299074172974,
0.14488503336906433,
-0.2672640383243561,
-0.266142874956131,
0.3562360405921936,
-0.11494976282119751,
0.021676447242498398,
-0.04442523047327995,
0.38701292872428894,
0.40527692437171936,
0.33306071162223816,
0.2811742126941681,
-0.5025542974472046,
-0.4082835912704468,
0.26862868666648865,
0.22313927114009857,
0.03970106318593025,
-0.1449689120054245,
-0.5018386840820312,
0.47166529297828674,
-0.1764642596244812,
0.6890333890914917,
-0.42820674180984497,
-0.6262911558151245,
0.05659284070134163,
0.3679225742816925,
0.28419870138168335,
-0.11614646017551422,
0.24624395370483398,
0.28984203934669495,
0.028401384130120277,
-0.665130078792572,
0.2184484750032425,
0.1435122936964035,
0.22850418090820312,
0.24286437034606934,
0.31051403284072876,
-0.16149099171161652,
-0.055248819291591644,
-0.6446162462234497,
-0.5851120948791504,
0.38533449172973633,
0.10775288939476013,
0.046844493597745895,
0.052886467427015305,
1.084323525428772,
0.6015774011611938,
0.8611016869544983,
0.396758109331131,
-0.02445363439619541,
0.012945125810801983,
0.7003898024559021,
-0.6480196118354797,
0.20498256385326385,
-0.4387061893939972,
-0.19259023666381836,
-0.8942698836326599,
-0.13499383628368378,
0.852341890335083,
0.4391822814941406,
-0.004311155527830124,
-0.17845071852207184,
-0.2874791920185089,
0.13802386820316315,
0.14032353460788727,
-0.4182288348674774,
0.06092337146401405,
-0.16332554817199707,
-0.39551663398742676,
-0.40974536538124084,
1.2068201303482056,
-0.46361100673675537,
0.43604394793510437,
-0.3732798993587494,
0.6024183034896851,
0.08632797747850418,
0.12240022420883179,
0.37453171610832214,
-0.2758462727069855,
0.31677523255348206,
-0.21348120272159576,
0.5338598489761353,
-0.29832375049591064,
0.1559370905160904,
-0.09854450821876526,
-0.034092843532562256,
0.02880779840052128,
-0.7106640338897705,
-0.06992939859628677,
0.13976991176605225,
0.20577111840248108,
-0.41837307810783386,
-0.18838264048099518,
0.14197249710559845,
-0.31159794330596924,
-0.3943861424922943,
-0.5978820323944092,
0.3370934724807739,
-0.05907762050628662,
-0.3110124170780182,
-0.16355864703655243,
-0.2539823353290558,
-0.06218329071998596,
0.35747313499450684,
0.2950798571109772,
-0.0849536657333374,
-0.5066202878952026,
-0.34134793281555176
] |
A novel multi-frequency printed quadrifilar helix antenna based on Multiple arm technique is presented in this paper. Double frequency and satisfactory antenna characteristics are achieved. The antenna has relatively compact size and hemispherical pattern with excellent circularly polarized coverage. The antenna is designed and simulated with the application of HFSS software. The simulation results and analyses are presented. | [
-0.012505648657679558,
0.0063661811873316765,
-0.002257182728499174,
0.02596139907836914,
-0.0033806990832090378,
-0.025543905794620514,
0.01216949988156557,
0.020018840208649635,
-0.01538245752453804,
-0.037332553416490555,
-0.01909586228430271,
0.00911545380949974,
-0.022073009982705116,
-0.0017821198562160134,
0.010579140856862068,
-0.0048623643815517426,
-0.021860191598534584,
-0.006785744801163673,
0.00926370918750763,
0.005588129162788391,
0.03144782781600952,
0.038708221167325974,
0.010951575823128223,
0.018913904204964638,
-0.019005505368113518,
-0.04026602581143379,
0.010345353744924068,
-0.0068368990905582905,
-0.02571282722055912,
0.0088485823944211,
0.004590085241943598,
-0.006793447770178318,
0.006803897209465504,
0.0214427188038826,
-0.0013601871905848384,
0.044882629066705704,
-0.010720466263592243,
0.0376555509865284,
0.045124635100364685,
-0.004963808227330446,
-0.03090417943894863,
-0.008214677684009075,
0.0030712818261235952,
-0.006995487958192825,
-0.009355848655104637,
0.026392990723252296,
-0.004699533339589834,
0.032558832317590714,
-0.00044866171083413064,
0.006181694101542234,
-0.019824938848614693,
0.03580624237656593,
-0.011474323458969593,
0.04278689622879028,
-0.00803117360919714,
-0.02474510669708252,
0.018198339268565178,
0.014722349122166634,
0.017591308802366257,
-0.009287886321544647,
-0.004436754155904055,
0.053244829177856445,
-0.01645718514919281,
-0.0018523704493418336,
0.032954320311546326,
-0.06616345793008804,
0.02140638418495655,
-0.002417825162410736,
0.020818784832954407,
-0.010916885919868946,
0.0031569073908030987,
0.01760772243142128,
-0.03505684807896614,
0.0223952978849411,
-0.007646938320249319,
-0.002952480921521783,
-0.020217154175043106,
0.008751405403017998,
-0.0005855702329427004,
0.002523789880797267,
0.009662292897701263,
-0.011776698753237724,
0.03390077129006386,
0.016718681901693344,
-0.00586644047871232,
0.005668259225785732,
-0.02335444837808609,
0.013201085850596428,
0.03574204444885254,
0.03908625990152359,
-0.025792686268687248,
0.0031226587016135454,
0.027364417910575867,
-0.009437719359993935,
0.02770901285111904,
0.021161848679184914,
-0.03440585359930992,
0.017591731622815132,
0.02232986129820347,
0.000812018581200391,
-0.015177520923316479,
0.019759289920330048,
0.021048154681921005,
-0.04982058331370354,
0.015195914544165134,
0.018193142488598824,
-0.033549048006534576,
0.005187630653381348,
0.03971328213810921,
0.002849981188774109,
0.02235913835465908,
0.02696232497692108,
-0.04686013236641884,
0.007444797549396753,
0.014363018795847893,
-0.003294236259534955,
-0.001802404411137104,
0.04778750240802765,
0.008547062054276466,
-0.023435689508914948,
-0.009620032273232937,
-0.03206983581185341,
0.016699865460395813,
-0.0061322408728301525,
0.010192682035267353,
-0.018501486629247665,
-0.022602800279855728,
-0.02343677543103695,
0.025249307975172997,
-0.016222797334194183,
-0.010103968903422356,
0.011275242082774639,
-0.013681073673069477,
-0.022150762379169464,
-0.0040571377612650394,
-0.01160932146012783,
-0.040292900055646896,
0.012448010966181755,
0.004494949243962765,
-0.028075167909264565,
0.01251776609569788,
0.015584970824420452,
0.007410417776554823,
0.010563896037638187,
0.01060846820473671,
-0.026594383642077446,
0.03141854330897331,
-0.008319804444909096,
0.04313841462135315,
-0.036343734711408615,
0.02052394673228264,
-0.01001088134944439,
-0.010981867089867592,
-0.025147562846541405,
-0.023616304621100426,
0.006339813116937876,
-0.015099992044270039,
-0.014895214699208736,
-0.028223443776369095,
0.01456286758184433,
0.009556729346513748,
-0.010738199576735497,
0.016876421868801117,
0.01061685848981142,
-0.015436063520610332,
-0.0026005059480667114,
0.004274823237210512,
-0.012094763107597828,
0.022926053032279015,
0.0008721891790628433,
-0.0060731032863259315,
0.03706393390893936,
-0.019661104306578636,
0.012418375350534916,
-0.0005922260461375117,
0.0016049506375566125,
0.005105835851281881,
0.005899681709706783,
-0.017005043104290962,
0.06686525046825409,
0.021373938769102097,
-0.005641511641442776,
-0.015772411599755287,
-0.011896777898073196,
0.03120642527937889,
-0.047631893306970596,
0.005521928425878286,
-0.011035610921680927,
0.0011028478620573878,
-0.03983527794480324,
0.018508831039071083,
0.004784572869539261,
0.001136339851655066,
-0.01689012162387371,
-0.00636464636772871,
0.00511834304779768,
0.008455593138933182,
0.011004466563463211,
0.00483246985822916,
-0.02013845182955265,
0.0071975914761424065,
-0.006146896630525589,
0.06564901024103165,
-0.05405328422784805,
0.027819236740469933,
0.014987562783062458,
0.018718251958489418,
-0.026180913671851158,
0.006691744085401297,
0.04126522317528725,
0.03044782392680645,
-0.0035117552615702152,
-0.007226129528135061,
-0.02032533660531044,
0.002775109838694334,
0.02150079607963562,
0.008042789064347744,
0.002836350817233324,
0.008493049070239067,
-0.016949690878391266,
-0.003180519212037325,
-0.022931288927793503,
0.01538766548037529,
-0.010733382776379585,
0.00002133988164132461,
-0.027024582028388977,
0.0010669337352737784,
0.01424455363303423,
-0.025228599086403847,
-0.010775571689009666,
-0.023186003789305687,
-0.02685670554637909,
-0.016348039731383324,
0.0062015666626393795,
0.008534399792551994,
0.0009707779972814023,
0.017617885023355484,
-0.01637238636612892,
-0.0028694048523902893,
-0.008525460958480835,
-0.007153100799769163,
0.004400101490318775,
0.05514851212501526,
-0.04067667946219444,
-0.02495153807103634,
0.009316174313426018,
0.03352423012256622,
-0.021613771095871925,
0.00532862264662981,
0.010390667244791985,
0.00617740536108613,
-0.010278823785483837,
-0.019909776747226715,
0.02579020895063877,
-0.01819458417594433,
0.0002977883559651673,
0.015401585027575493,
0.031647056341171265,
0.02675047144293785,
0.003229418070986867,
-0.0065194121561944485,
0.0007691314094699919,
-0.02045908197760582,
-0.0057065547443926334,
0.003498268313705921,
0.025153860449790955,
-0.0024663140065968037,
0.01512851007282734,
0.008717919699847698,
0.006933596916496754,
0.004290350247174501,
-0.010824281722307205,
-0.004052461124956608,
-0.0811130553483963,
-0.022824684157967567,
0.01239125244319439,
0.045737095177173615,
0.011341345496475697,
-0.032203104346990585,
-0.015658877789974213,
0.021162407472729683,
-0.01924114301800728,
-0.013345406390726566,
0.008612038567662239,
0.015449998900294304,
-0.025184880942106247,
0.048809297382831573,
-0.023229200392961502,
-0.007644101046025753,
0.013923968188464642,
-0.014151890762150288,
-0.019267216324806213,
-0.0041397931054234505,
-0.0045017059892416,
0.01449398323893547,
-0.01868205890059471,
0.007240536157041788,
0.005932040046900511,
0.021584590896964073,
0.023455746471881866,
0.022135546430945396,
0.020398829132318497,
0.0036307680420577526,
0.006221612449735403,
-0.012874655425548553,
-0.003823477542027831,
-0.018981140106916428,
0.015464462339878082,
-0.01277791615575552,
-0.019117437303066254,
-0.011523395776748657,
-0.03489547222852707,
-0.03831014037132263,
-0.03812835365533829,
0.00001246801457455149,
0.010251413099467754,
0.01004814449697733,
-0.005062204319983721,
0.00595838762819767,
-0.025499971583485603,
0.03638070449233055,
0.02455359324812889,
-0.003576460760086775,
-0.027564069256186485,
-0.009235553443431854,
0.012352577410638332,
0.01585312746465206,
-0.00759013369679451,
-0.0014030912425369024,
0.008183925412595272,
0.027881914749741554,
-0.014594088308513165,
-0.0054962849244475365,
-0.022443629801273346,
-0.0003083014744333923,
-0.015024085529148579,
0.006665695458650589,
0.0024224731605499983,
-0.004285659175366163,
0.00031967018730938435,
-0.011804399080574512,
-0.009607241488993168,
0.010180865414440632,
0.0223837997764349,
-0.0064111389219760895,
0.0006795915542170405,
-0.0036075094249099493,
-0.028835875913500786,
-0.019719671458005905,
-0.017144622281193733,
-0.00755310757085681,
0.010952119715511799,
-0.02364373207092285,
-0.014458189718425274,
0.011272449977695942,
0.021058812737464905,
0.022239120677113533,
-0.017101887613534927,
0.007436748128384352,
0.007976283319294453,
-0.004036595579236746,
-0.0012851913925260305,
-0.018299294635653496,
0.017839977517724037,
-0.01276154350489378,
-0.02281138487160206,
0.002347002038732171,
-0.00016971695004031062,
0.015440838411450386,
0.0028274310752749443,
0.03212359920144081,
0.005502757616341114,
0.012957300059497356,
0.006434418726712465,
-0.006204244680702686,
0.012983324937522411,
-0.004920797422528267,
-0.022112837061285973,
0.01760701835155487,
-0.003478695871308446,
-0.024549182504415512,
-0.008876913227140903,
-0.004131694789975882,
0.005184323526918888,
-0.021771997213363647,
-0.011461781337857246,
0.00943786185234785,
0.01654466800391674,
-0.00045899691758677363,
-0.01690933294594288,
0.029406379908323288,
0.0707058310508728,
0.004904497880488634,
0.0030550381634384394,
-0.005744483321905136,
-0.005366077646613121,
-0.014342824928462505,
0.0032664756290614605,
0.00646773399785161,
0.02431602217257023,
0.018132444471120834,
0.014559578150510788,
0.04309084266424179,
-0.0068458011373877525,
0.005806452129036188,
-0.009370025247335434,
-0.00998048298060894,
-0.03472631424665451,
0.0062618739902973175,
-0.0020179038401693106,
0.02377402037382126,
-0.0008782779914326966,
-0.0018677817424759269,
0.004495547153055668,
0.0018196867313235998,
0.0133720887824893,
0.010348980315029621,
-0.008167661726474762,
-0.019012451171875,
-0.00039807386929169297,
0.009449300356209278,
-0.0044821687042713165,
-0.018883541226387024,
-0.008055083453655243,
-0.026062175631523132,
0.01977633312344551,
0.005046466365456581,
0.01121580135077238,
0.015137119218707085,
0.0003477698774076998,
-0.016078706830739975,
0.03605298325419426,
-0.013161610811948776,
-0.01961439661681652,
0.015843937173485756,
-0.008544080890715122,
-0.001102383597753942,
-0.014518819749355316,
-0.008920212276279926,
0.010472392663359642,
-0.00375101319514215,
-0.007913078181445599,
0.004903776105493307,
0.02345074899494648,
-0.01575477421283722,
0.029200825840234756,
0.04005085676908493,
-0.01980329118669033,
-0.01257585920393467,
-0.014142811298370361,
0.008954443968832493,
-0.019945552572607994,
0.023161133751273155,
0.033560387790203094,
-0.005157293286174536,
0.00978844054043293,
-0.010218791663646698,
0.015313737094402313,
-0.009994427673518658,
-0.003990034107118845,
-0.0261047575622797,
0.040388062596321106,
0.0034664308186620474,
-0.03571483492851257,
0.0033748107962310314,
0.003700719680637121,
-0.018397165462374687,
-0.02850157395005226,
-0.04362620785832405,
0.0006438011187128723,
-0.00710328621789813,
-0.01729164645075798,
0.006064529996365309,
-0.025524979457259178,
-0.029792746528983116,
-0.01661410927772522,
-0.013858751393854618,
0.0027467389591038227,
-0.07347723096609116,
-0.027333378791809082,
0.005560444202274084,
-0.0069509572349488735,
-0.012044350616633892,
0.016687501221895218,
-0.004776971880346537,
-0.007904241792857647,
0.007101607508957386,
-0.0008516213274560869,
-0.010128679685294628,
-0.020721938461065292,
0.0020019817166030407,
-0.013307999819517136,
0.010142963379621506,
0.0010430277325212955,
-0.03538942337036133,
-0.002983500948175788,
-0.00015761915710754693,
-0.007729229982942343,
0.02043590322136879,
-0.018915966153144836,
-0.01850527711212635,
-0.011605314910411835,
0.004266794305294752,
-0.0796499103307724,
-0.03906184434890747,
-0.015057078562676907,
-0.014938009902834892,
-0.013741699978709221,
0.005182740744203329,
0.007954203523695469,
-0.011446882970631123,
0.008312209509313107,
-0.014292402192950249,
-0.03710107505321503,
0.017838221043348312,
-0.02203097753226757,
0.031157763674855232,
-0.004842196125537157,
-0.011824066750705242,
0.022542709484696388,
-0.006571771111339331,
-0.014666994102299213,
-0.008952406235039234,
-0.016516629606485367,
-0.00786887388676405,
-0.010636555030941963,
-0.0014892806066200137,
-0.007297460455447435,
0.026076121255755424,
-0.026556536555290222,
0.018465861678123474,
0.026270385831594467,
0.01388420071452856,
-0.0005814514588564634,
0.01806548610329628,
-0.005603129509836435,
-0.00578556302934885,
-0.023555567488074303,
-0.02230643853545189,
0.04680000990629196,
-0.0008644546614959836,
-0.010031749494373798,
-0.014190508984029293,
-0.0005644171615131199,
0.002832358703017235,
0.0017614283133298159,
0.0037533636204898357,
0.016461016610264778,
-0.04721888527274132,
0.008392181247472763,
-0.0034561799839138985,
0.0037247310392558575,
-0.0018462957814335823,
0.01555480808019638,
-0.009752893820405006,
-0.0022264746949076653,
0.001174809643998742,
-0.023314472287893295,
0.0032876161858439445,
0.012298298999667168,
0.02539835125207901,
-0.0028934634756296873,
-0.008784887380897999,
0.0003821557038463652,
0.014766870066523552,
0.019298985600471497,
0.07172337919473648,
-0.018492117524147034,
0.004197766538709402,
-0.02596527710556984,
-0.015743188560009003,
0.002768587088212371,
-0.016416212543845177,
-0.0015921138692647219,
0.01662292145192623,
-0.02275850996375084,
0.04658367112278938,
0.008092887699604034,
-0.016266394406557083,
0.008064637891948223,
0.03068307414650917,
0.001938707078807056,
-0.01566893979907036,
-0.026118353009223938,
-0.03786412626504898,
0.02099769376218319,
-0.011652211658656597,
0.0428583063185215,
-0.02169230207800865,
0.010066087357699871,
0.005672077182680368,
-0.011162389069795609,
-0.03256673365831375,
0.02555588074028492,
-0.005700831301510334,
-0.0005418445216491818,
-0.023846175521612167,
0.011580158956348896,
0.006730526685714722,
0.042069703340530396,
0.01971111074090004,
-0.02397034876048565,
0.014666616916656494,
0.0143425352871418,
-0.004898429848253727,
-0.0020410630386322737,
0.0143287293612957,
0.029204193502664566,
-0.008618722669780254,
-0.01317316573113203,
-0.016940917819738388,
0.01757025346159935,
0.00044692415394820273,
0.011492161080241203,
-0.026597490534186363,
0.0177982896566391,
-0.0005539471167139709,
-0.003186706220731139,
0.029025372117757797,
-0.03949185088276863,
-0.0070361183024942875,
-0.011191573925316334,
-0.008461426943540573,
0.014607120305299759,
-0.02315421588718891,
0.0020216000266373158,
-0.03118925914168358,
-0.005629762541502714,
-0.020181717351078987,
-0.002395332558080554,
0.011906848289072514,
0.009421746246516705,
-0.003509051399305463,
-0.02186950296163559,
0.012943148612976074,
0.015495771542191505,
0.009143447503447533,
0.01200493611395359,
0.0030505096074193716,
-0.011206991970539093,
0.011293462477624416,
0.009005684405565262,
0.0002634140255395323,
-0.012764212675392628,
0.015368829481303692,
-0.0006660471553914249,
-0.009833907708525658,
0.008047778159379959,
0.012185434810817242,
-0.047766175121068954,
-0.013935454189777374,
0.0021322674583643675,
0.023793701082468033,
-0.005701286252588034,
0.013035880401730537,
0.010411403141915798,
0.03721417114138603,
-0.009842605330049992,
0.0032565128058195114,
0.005832943599671125,
0.0006350348703563213,
0.035381242632865906,
0.006167127750813961,
0.007889075204730034,
0.03942393139004707,
-0.026472460478544235,
0.0153862489387393,
-0.012006218545138836,
-0.0074444059282541275,
-0.022760532796382904,
-0.023128006607294083,
0.013375736773014069,
-0.005968162789940834,
0.010798976756632328,
-0.022433185949921608,
-0.03624388948082924,
-0.018850576132535934,
0.026100987568497658,
-0.013201887719333172,
0.016377214342355728,
0.0026519163511693478,
0.03874364495277405,
-0.01832684502005577,
0.029541106894612312,
0.019530154764652252,
-0.009757797233760357,
0.01724601350724697,
-0.010008292272686958,
-0.04034685343503952,
0.024500234052538872,
0.024537602439522743,
0.006486911326646805,
-0.006191297434270382,
0.0334247462451458,
-0.009449885226786137,
-0.00858848076313734,
0.024764886125922203,
-0.040019143372774124,
0.031069805845618248,
-0.018594468012452126,
-0.017732933163642883,
-0.018651029095053673,
0.0008073775679804385,
0.022976204752922058,
0.009206227026879787,
-0.008268875069916248,
0.016482966020703316,
-0.010411620140075684,
0.0018012395594269037,
-0.02725205197930336,
0.007367914542555809,
-0.028249625116586685,
-0.027461068704724312,
0.021831857040524483,
0.002959882840514183,
-0.030370576307177544,
0.026768414303660393,
0.0036549007054418325,
-0.0024131624959409237,
-0.011658517643809319,
-0.01544103492051363,
0.024168578907847404,
0.0025561649817973375,
-0.004847905598580837,
-0.009240536019206047,
0.017093662172555923,
-0.009826866909861565,
0.0035462607629597187,
0.005456728395074606,
-0.0021732139866799116,
-0.015343872830271721,
-0.014891654253005981,
0.03669701889157295,
0.05575210228562355,
-0.04491434246301651,
-0.02872243896126747,
0.014701212756335735,
0.008994204923510551,
-0.034334946423769,
-0.0003253487520851195,
-0.00020458406652323902,
-0.020260727033019066,
-0.010924840345978737,
-0.011228994466364384,
-0.017691530287265778,
-0.014958560466766357,
0.027607202529907227,
0.0025509733241051435,
0.016295455396175385,
-0.01160852238535881,
-0.011637372896075249,
-0.010799402371048927,
-0.020039722323417664,
-0.010061567649245262,
0.013900111429393291,
0.01292371191084385,
0.010929620824754238,
0.015023207291960716,
-0.021900901570916176,
-0.022873908281326294,
0.007901458069682121,
-0.00785158947110176,
0.0033561186864972115,
0.008445587940514088,
-0.011219881474971771,
-0.01370047964155674,
-0.004821152426302433,
-0.028455380350351334
] | [
0.4580073356628418,
0.08450517803430557,
0.5212970972061157,
0.06936021149158478,
0.0012511322274804115,
-0.18701881170272827,
0.258434921503067,
-0.7881321310997009,
-0.30660903453826904,
-0.523912250995636,
-0.1340661644935608,
0.3180626630783081,
-0.17066414654254913,
0.06814312189817429,
-0.24141231179237366,
0.6080284714698792,
0.6622781753540039,
0.2527064085006714,
-0.1943982094526291,
-0.7774215936660767,
-0.16694992780685425,
-0.47503116726875305,
0.7699523568153381,
-0.009072606451809406,
-0.06660612672567368,
0.09918827563524246,
0.3049190044403076,
0.578177273273468,
0.28077366948127747,
0.33558425307273865,
0.31416642665863037,
0.3755863308906555,
-0.5294229388237,
-0.6983324289321899,
0.3863127827644348,
-0.06487604230642319,
0.22210197150707245,
0.11372675001621246,
-0.19166769087314606,
-0.6515723466873169,
0.3097984790802002,
0.027652952820062637,
-0.06280956417322159,
0.4517923891544342,
-0.26584336161613464,
-0.6955153346061707,
-1.1278644800186157,
0.475464791059494,
-0.46796247363090515,
0.17117325961589813,
0.019383108243346214,
0.06937936693429947,
0.5272431969642639,
0.3574453294277191,
0.03658086806535721,
0.5837011933326721,
-0.4787867069244385,
0.02912774309515953,
0.3526362180709839,
0.22628538310527802,
-0.1452990621328354,
-0.3114575743675232,
-0.21705369651317596,
0.017377447336912155,
0.18335284292697906,
0.36081036925315857,
0.136662557721138,
-0.5974943041801453,
0.20893077552318573,
0.04402725026011467,
0.3896596133708954,
-0.13030442595481873,
0.10598922520875931,
0.31497514247894287,
-0.3267956078052521,
-0.4122810959815979,
-0.05798366665840149,
-0.061474427580833435,
0.24484466016292572,
-0.26847270131111145,
0.14841879904270172,
-0.12884946167469025,
0.045719437301158905,
-0.14833851158618927,
0.35427117347717285,
0.30694350600242615,
-0.4125033915042877,
0.7275635600090027,
-0.9289450645446777,
0.5058774352073669,
0.13256946206092834,
-0.4423643946647644,
0.1756182610988617,
0.7165371179580688,
0.3564119338989258,
0.14775772392749786,
-0.021123893558979034,
0.005991250742226839,
0.43534234166145325,
0.2602812349796295,
0.28567731380462646,
0.07119853049516678,
0.1755491942167282,
-0.34706494212150574,
0.0019761258736252785,
-0.39697620272636414,
-1.0296703577041626,
-0.9069808125495911,
-0.6820509433746338,
0.4508151113986969,
-0.6256565451622009,
0.35740742087364197,
0.2132711559534073,
-0.5159422755241394,
-0.5566307902336121,
0.32034140825271606,
0.5688512921333313,
-0.05492488667368889,
-0.006724235601723194,
0.7536600232124329,
-0.029657980427145958,
1.1495364904403687,
-0.26843658089637756,
0.39198169112205505,
-0.1871201992034912,
0.27195367217063904,
0.41870081424713135,
0.7145599722862244,
-0.7048429250717163,
0.3936728239059448,
-0.18308646976947784,
0.9113504886627197,
-0.1926565021276474,
0.37295326590538025,
-0.19590631127357483,
-0.7334489822387695,
0.2918177545070648,
-0.3781052529811859,
0.03636099398136139,
0.3574754595756531,
-0.7023070454597473,
-0.8508619666099548,
-0.20836703479290009,
-0.05594487115740776,
-0.2904435992240906,
-0.09927152842283249,
-0.08882668614387512,
-0.35564544796943665,
-0.29449915885925293,
0.28244683146476746,
-0.12467305362224579,
-0.02690395712852478,
-0.9404541850090027,
-0.04987554997205734,
-0.3737569749355316,
0.2825031578540802,
-0.1330360472202301,
0.01345832273364067,
-0.12765252590179443,
0.2948630452156067,
0.44211167097091675,
-0.10673023760318756,
-0.5318260788917542,
0.28441449999809265,
0.10595934092998505,
-0.19289354979991913,
0.7452235221862793,
0.7333662509918213,
-0.027478812262415886,
0.03653251752257347,
0.11417589336633682,
-0.11534969508647919,
-0.30114248394966125,
-0.20192274451255798,
-0.031132791191339493,
-0.2367352396249771,
-0.03918224573135376,
0.2635042071342468,
-0.12855149805545807,
0.5761448740959167,
-0.6252856850624084,
-0.042902156710624695,
0.2562481164932251,
-0.16615243256092072,
0.36884626746177673,
0.5464017987251282,
0.6097022891044617,
0.3871867060661316,
-0.21080899238586426,
0.09846833348274231,
-0.29830434918403625,
-0.38236314058303833,
0.12081637978553772,
-0.9090843200683594,
1.1704031229019165,
-0.05178239196538925,
-0.3368857204914093,
0.9144653081893921,
0.10944010317325592,
0.4986983835697174,
-0.02701624669134617,
0.24778805673122406,
0.5218609571456909,
-0.19360347092151642,
-0.338344544172287,
-0.43335822224617004,
0.26665186882019043,
-0.0023543185088783503,
-0.24034558236598969,
-0.024701204150915146,
0.646297812461853,
-0.7223107218742371,
0.03360287472605705,
-0.44216209650039673,
-0.11153778433799744,
-0.2921208441257477,
-0.003955003805458546,
0.479356586933136,
-0.13233643770217896,
0.5123430490493774,
1.2581063508987427,
-0.03097354620695114,
0.11146364361047745,
0.923182487487793,
-0.1087418720126152,
0.5290083289146423,
0.31748485565185547,
0.27623242139816284,
0.4984213411808014,
-0.18907120823860168,
-0.2266702651977539,
-0.6038762927055359,
0.1338033527135849,
-0.18257848918437958,
-0.2504732608795166,
-0.034547388553619385,
-0.03630173206329346,
-0.11346201598644257,
0.4271613657474518,
0.14018191397190094,
0.1436951905488968,
0.7831161618232727,
-0.6050572991371155,
0.34669047594070435,
-0.09843171387910843,
-0.5463406443595886,
-0.32603541016578674,
-0.01878720335662365,
-0.07167478650808334,
-0.3818376958370209,
0.18774035573005676,
0.28147903084754944,
0.20815014839172363,
-0.7549592852592468,
0.15195514261722565,
0.15182605385780334,
0.0734410211443901,
-0.45033252239227295,
-0.16185303032398224,
-0.0420733280479908,
-0.12287425249814987,
-0.17270007729530334,
0.23097935318946838,
-0.5745901465415955,
-0.37263980507850647,
-0.43233880400657654,
-0.2749160826206207,
-0.6539939045906067,
0.4117584228515625,
0.4677470326423645,
0.5272274613380432,
0.040075257420539856,
-0.014197158627212048,
0.22268429398536682,
0.06365374475717545,
-0.8939430117607117,
0.3337356448173523,
0.26798921823501587,
-0.6882547736167908,
-0.6806935667991638,
0.23462353646755219,
0.7955480217933655,
0.7498483657836914,
-0.22149968147277832,
-0.4998331069946289,
-0.003455893136560917,
0.2111923098564148,
-0.15209367871284485,
-0.8754847645759583,
-0.2626248896121979,
-0.1530638188123703,
0.25399816036224365,
-0.20805536210536957,
-0.3677188754081726,
0.04381902143359184,
0.9748697280883789,
0.4249594211578369,
0.018946364521980286,
0.47075629234313965,
-0.16971240937709808,
-0.32191595435142517,
0.48111069202423096,
-0.30286774039268494,
-0.2924118638038635,
-0.2295178323984146,
-0.23775528371334076,
-0.25317826867103577,
0.18355019390583038,
-5.7982587814331055,
-0.019251568242907524,
-0.3886178731918335,
-0.0179363451898098,
-0.28206849098205566,
0.016466928645968437,
0.5588819980621338,
-0.01530452724546194,
0.4265444874763489,
-0.15746262669563293,
-0.11083433777093887,
0.3387993574142456,
-0.07476966083049774,
0.3277648985385895,
0.3195349872112274,
0.10694924741983414,
0.3474489450454712,
0.005325316451489925,
0.7239449620246887,
0.09607189893722534,
0.16219288110733032,
-0.22042886912822723,
-0.0013251756317913532,
0.004880383610725403,
0.549442708492279,
-0.3146093189716339,
-0.9690200090408325,
0.22897374629974365,
-0.35946574807167053,
-0.4576847553253174,
0.11395182460546494,
-0.6438847184181213,
-0.1684800088405609,
-0.38857269287109375,
0.22712306678295135,
0.25806674361228943,
0.476445734500885,
-0.1181970164179802,
0.3989892899990082,
-0.23917916417121887,
0.5454167127609253,
0.11576081812381744,
-0.22272180020809174,
0.1734415590763092,
0.7121974229812622,
-0.6217051148414612,
-0.2506972849369049,
0.3421631157398224,
-0.0027811916079372168,
0.8445554375648499,
0.24289679527282715,
0.02121785469353199,
1.0604325532913208,
0.09198058396577835,
-0.6632779240608215,
-0.45036575198173523,
0.007259288802742958,
0.4013468325138092,
-0.4873514473438263,
0.15790557861328125,
-0.30069980025291443,
-0.24446341395378113,
-0.04688737168908119,
-0.9212079048156738,
-0.31579944491386414,
0.4149150848388672,
-0.42172256112098694,
-0.3461836576461792,
0.052423473447561264,
-0.01569949835538864,
-0.17646639049053192,
0.5108643770217896,
0.23163174092769623,
-0.393763929605484,
0.6519971489906311,
-0.8450738787651062,
0.5284079909324646,
-0.061036672443151474,
-0.2866648733615875,
0.14196375012397766,
-0.22589552402496338,
-0.8746213316917419,
-0.18085834383964539,
0.2855898141860962,
0.3011307120323181,
-0.4824904501438141,
-0.30144810676574707,
-0.5588095784187317,
-0.14267763495445251,
0.1055544763803482,
1.077996015548706,
-0.5265539288520813,
0.15674659609794617,
0.6701730489730835,
0.3722953796386719,
0.13979165256023407,
0.1799849420785904,
-0.29674482345581055,
0.5551764965057373,
-0.22083036601543427,
0.5316252708435059,
0.18134404718875885,
-0.036922093480825424,
-0.25517117977142334,
-0.19953832030296326,
-0.02463534101843834,
-0.279301255941391,
-0.19195829331874847,
0.5081120133399963,
-0.1636899709701538,
0.26873451471328735,
-0.6127962470054626,
-0.34158992767333984,
0.20423956215381622,
0.38460439443588257,
-0.049207426607608795,
-0.35716113448143005,
0.13544480502605438,
0.3635873794555664,
-0.25609976053237915,
0.5352635383605957,
-0.17252926528453827,
0.36198312044143677,
0.017699982970952988,
0.14125080406665802,
-0.28115472197532654,
-0.026387223973870277,
0.6235724687576294,
-0.8161728978157043,
-0.06983742862939835,
0.1846800446510315,
0.3382909297943115,
-0.14979562163352966,
-0.12223392724990845,
-0.012142068706452847,
0.22006559371948242,
-0.5648597478866577,
-0.11845754086971283,
0.23088645935058594,
-0.3260982036590576,
0.362774133682251,
0.02647889405488968,
-0.19957426190376282,
0.12486471235752106,
0.1498141884803772,
0.3316121995449066,
-0.0843200832605362,
0.05162670835852623,
-0.45342588424682617,
-0.14532460272312164,
-0.4181145131587982,
-0.3224148750305176,
-0.1216452345252037,
-0.4235055446624756,
-0.22075724601745605,
0.43287017941474915,
0.24997350573539734,
0.289074569940567,
0.25767844915390015,
-0.3329107463359833,
0.6594551205635071,
0.28691020607948303,
-0.8373804092407227,
0.33168959617614746,
-0.09107889235019684,
0.3142448663711548,
-0.755534827709198,
0.2994261384010315,
-0.5328521728515625,
0.24590270221233368,
-0.39026159048080444,
-0.36389464139938354,
-0.015410843305289745,
-0.6731020212173462,
0.3173219859600067,
0.2133934050798416,
0.04652142524719238,
0.12256032228469849,
0.17555519938468933,
0.022444799542427063,
-0.2309981733560562,
0.01198644284158945,
-0.23383454978466034,
0.9241846799850464,
0.7190837264060974,
-0.15336370468139648,
-0.37783271074295044,
-0.11516664922237396,
-0.050051603466272354,
-0.20090989768505096,
0.44985777139663696,
0.417429655790329,
0.4369558095932007,
0.14749428629875183,
-0.18394531309604645,
-0.5350814461708069,
-0.1110130026936531,
0.1887672245502472,
-0.41002538800239563,
-0.8353803157806396,
0.04621291160583496,
0.5686125159263611,
-0.2564948797225952,
0.8009722232818604,
-0.14839708805084229,
-0.4449339210987091,
0.046961117535829544,
0.34799715876579285,
0.19887873530387878,
-0.37717801332473755,
-0.3809259235858917,
-0.669856607913971,
0.11719640344381332,
0.3267819881439209,
-0.6972373723983765,
0.2029968500137329,
0.3972363770008087,
-0.034682147204875946,
-0.22276292741298676,
0.12370091676712036,
0.284697026014328,
-0.6296369433403015,
-0.04438447207212448,
-0.15469449758529663,
-0.7520704865455627,
0.12451081722974777,
0.13813839852809906,
-0.4238452911376953,
-0.010767465457320213,
-0.046677082777023315,
-0.39218637347221375,
0.2663368284702301,
0.1748901903629303,
0.04071493819355965,
-0.49265092611312866,
0.19033268094062805,
-0.8400741219520569,
0.23958377540111542,
-0.12820567190647125,
0.24926871061325073,
0.03604516014456749,
0.5160610675811768,
-0.20170877873897552,
-0.15351620316505432,
-0.6504183411598206,
0.5567611455917358,
0.6744641065597534,
0.10245023667812347,
-0.9508450627326965,
-0.23055501282215118,
0.24611246585845947,
-0.3675732910633087,
-0.009324508719146252,
-0.04066513851284981,
1.0275782346725464,
0.13786986470222473,
-0.09117437154054642,
-0.4383352994918823,
0.08922819793224335,
0.05196905881166458,
-0.3815738260746002,
0.3302419185638428,
-0.9690685272216797,
-0.28833723068237305,
0.15851426124572754,
0.3861467242240906,
-0.20536735653877258,
-1.0798327922821045,
0.4531073272228241,
0.11436198651790619,
-0.05594071373343468,
-0.18316467106342316,
0.16211727261543274,
0.11311810463666916,
-0.19310486316680908,
0.5650351047515869,
-0.15274344384670258,
0.2795029580593109,
0.2882920205593109,
0.19361203908920288,
-0.3596580922603607,
-0.14916390180587769,
0.3046901822090149,
-0.11896855384111404,
0.07667563110589981,
0.24552878737449646,
-0.3298548758029938,
0.20276851952075958,
0.03290572762489319,
-0.28336837887763977,
-0.07056037336587906,
0.0318443663418293,
-0.8426226377487183,
-0.02266555465757847,
0.19549229741096497,
0.35404646396636963,
0.47499099373817444,
0.3287505507469177,
0.06123732402920723,
-0.3114872872829437,
-0.3897140324115753,
0.5820897221565247,
0.714439868927002,
-0.6714498996734619,
0.4332773983478546,
0.16217908263206482,
0.669445276260376,
0.358692467212677,
0.33882877230644226,
-0.08419483155012131,
0.005943864583969116,
0.2915762662887573,
-0.05071469396352768,
0.4851241111755371,
-0.599488377571106,
0.060773637145757675,
0.168779194355011,
0.285855233669281,
0.5794839262962341,
0.34049275517463684,
0.23161129653453827,
0.00805704016238451,
0.5425868630409241,
-0.21862250566482544,
-0.8268293142318726,
0.7394221425056458,
-0.5689108967781067,
-0.017803318798542023,
-0.15163950622081757,
-0.07692103832960129,
0.3180956244468689,
0.6017774343490601,
-0.5267205834388733,
0.4100310802459717,
0.08634991943836212,
0.31491607427597046,
-0.3500945568084717,
-0.0442146360874176,
-0.3459624946117401,
0.3109421133995056,
-0.0636364221572876,
0.43366000056266785,
-0.32467442750930786,
0.04703042656183243,
-0.17143607139587402,
0.19157886505126953,
0.11561105400323868,
0.12309345602989197,
-0.06464388966560364,
0.31270742416381836,
-0.0086484644562006,
0.11282490938901901,
0.2742444574832916,
-0.3066318929195404,
-0.35534557700157166,
-0.5885642170906067,
0.3208707869052887,
-0.45334064960479736,
-0.20029768347740173,
0.46917325258255005,
0.0029274558182805777,
0.3137229084968567,
-0.6493800282478333,
0.46056079864501953,
-0.7373557090759277,
-0.060536812990903854,
0.2549830973148346,
0.05409499257802963,
0.11826810240745544,
-0.23813559114933014,
0.06648385524749756,
-0.07925315201282501,
-0.7425696849822998,
0.5069295167922974,
-0.23563607037067413,
-0.10683386027812958,
-0.4404052197933197,
-0.11006444692611694,
-0.4706968069076538,
0.11842092126607895,
-0.27041345834732056,
0.6427705883979797,
-0.33289286494255066,
-0.7281793355941772,
-0.40698692202568054,
-0.09874171763658524,
-0.5103726387023926,
0.06871090829372406,
0.701540470123291,
-0.06269197165966034,
0.47884923219680786,
-0.4225689768791199,
-0.3445870578289032,
0.3000316321849823,
0.053449489176273346,
0.1504482924938202,
-0.06394685804843903,
0.4216488003730774,
0.6876049637794495,
0.24665582180023193,
0.043539952486753464,
0.3879481256008148,
0.19874051213264465,
0.3760395050048828,
-0.45719146728515625,
0.49900588393211365,
-0.624066948890686,
0.2540927827358246,
-0.5175192356109619,
-0.34763655066490173,
0.1932670921087265,
0.4190921485424042,
0.223083958029747,
-0.16420893371105194,
0.29015520215034485,
0.04068633168935776,
0.43751969933509827,
-0.38845396041870117,
-0.10177655518054962,
-0.05646951496601105,
-0.45034757256507874,
-0.5597099661827087,
0.07533340901136398,
0.3644642233848572,
-0.12365330755710602,
-0.648358166217804,
-0.11718852072954178,
0.17248189449310303,
-0.5047281980514526,
0.2539486885070801,
0.5212666392326355,
-0.15669845044612885,
-0.46228840947151184,
0.42779654264450073,
-0.2690621316432953,
0.02352895215153694,
-0.2976965606212616,
0.30700260400772095,
0.2853960394859314,
-0.3032768964767456,
-0.3034818768501282,
-0.42989692091941833,
-0.5390792489051819,
0.41025036573410034,
0.050731025636196136,
0.4208379089832306,
0.01738607883453369,
-0.24130330979824066,
-0.6577320098876953,
0.5367576479911804,
0.13072505593299866,
-0.6139746308326721,
0.33349767327308655,
-0.39240124821662903,
-0.6651192307472229,
0.076165109872818,
-0.011206833645701408,
-0.6044391393661499,
0.05177031829953194,
-0.35925716161727905
] |
A broadband monopulse comparator MMIC (Monolithic Microwave Integrated Circuit) based on GaAs process is presented in this Letter. The comparator network constructed by three magic tees and one lumped power divider is proposed for one sum channel and two delta channels. The measurement results show that very wide frequency band from 15 to 30 GHz (66.7% relatively frequency bandwidth) with less than 2.5-dB loss can be achieved for the sum channel. And the null depth is more than 22 dB in 15–27GHz and 17 dB in 27–30 GHz for two delta channels. The total chip size is 3.4 mm 3.4 mm (<inline-formula> <tex-math notation="LaTeX">$0.26\lambda _{0}~0.26\lambda _{0}$ </tex-math></inline-formula> at the center frequency of 22.5 GHz). | [
-0.00388146098703146,
0.004742587450891733,
-0.006633654236793518,
0.01458502747118473,
-0.002339726546779275,
-0.020708123221993446,
0.009026765823364258,
-0.015020344406366348,
-0.01104880403727293,
0.003545259591192007,
-0.020847618579864502,
0.017500296235084534,
0.010527728125452995,
0.0010156584903597832,
-0.02598104625940323,
-0.02021181583404541,
-0.01828262209892273,
-0.007442872039973736,
0.012978126294910908,
0.003835912561044097,
-0.004909075330942869,
0.031596407294273376,
0.009988279081881046,
0.0026812287978827953,
0.03610321134328842,
0.017390333116054535,
-0.011638649739325047,
0.014202132821083069,
-0.0054861451499164104,
0.0008088746108114719,
0.0025228774175047874,
-0.01967659592628479,
0.012515002861618996,
-0.0039931307546794415,
0.0007206896552816033,
-0.0031488731037825346,
-0.010294217616319656,
0.02243991568684578,
0.01414781715720892,
-0.006215979810804129,
-0.00250225723721087,
-0.002625551540404558,
0.001806114800274372,
-0.011205111630260944,
-0.007782084867358208,
-0.01517925038933754,
-0.003939880058169365,
-0.010638199746608734,
-0.0021902257576584816,
0.005983060225844383,
-0.018719566985964775,
-0.012662693858146667,
-0.004991261288523674,
-0.0028053647838532925,
-0.005242462735623121,
0.01005636528134346,
0.015517793595790863,
-0.017457909882068634,
0.02751057781279087,
-0.005342972464859486,
-0.0040238224901258945,
0.005079285241663456,
-0.012093322351574898,
-0.011758524924516678,
-0.0030325844418257475,
-0.06717055290937424,
0.011867977678775787,
-0.007501746993511915,
0.011500254273414612,
-0.006109131034463644,
-0.0015021921135485172,
0.012716047465801239,
-0.0215672105550766,
-0.0005679154419340193,
0.00021123234182596207,
-0.028057245537638664,
-0.019650956615805626,
-0.0012728199362754822,
-0.011616312898695469,
0.0026030992157757282,
-0.010553065687417984,
-0.01065942831337452,
-0.016136974096298218,
-0.007295688148587942,
-0.0172786395996809,
-0.004214463289827108,
-0.024861188605427742,
0.018218636512756348,
-0.0031212822068482637,
0.029159430414438248,
0.013971997424960136,
0.009537067264318466,
-0.0017732002306729555,
-0.011316262185573578,
0.018841123208403587,
0.006218112073838711,
-0.01890929415822029,
0.003465553279966116,
-0.0019764015451073647,
0.015082405880093575,
-0.011504199355840683,
0.0033576060086488724,
0.01080380193889141,
-0.011637774296104908,
-0.008556414395570755,
0.004642436746507883,
0.013720288872718811,
0.03026101179420948,
-0.007024317979812622,
0.0073159849271178246,
-0.0033047515898942947,
0.004942735191434622,
-0.005643063224852085,
0.00867388118058443,
0.004609313793480396,
0.010372261516749859,
-0.009578002616763115,
0.008271642960608006,
0.011056213639676571,
0.0015547312796115875,
0.008141311816871166,
-0.012823307886719704,
0.00019110820721834898,
-0.008069338276982307,
0.009541526436805725,
0.028126027435064316,
-0.033857472240924835,
0.009370150044560432,
-0.0030512900557368994,
-0.0054122223518788815,
-0.011393925175070763,
0.010110953822731972,
0.008793260902166367,
0.017594121396541595,
0.03037136048078537,
0.008185034617781639,
-0.024852130562067032,
-0.005390985403209925,
-0.006104474887251854,
0.009050393477082253,
0.00655802758410573,
0.012155607342720032,
0.00457077706232667,
0.012081079185009003,
-0.0030412408523261547,
-0.0018889312632381916,
0.01213291846215725,
0.005940149538218975,
0.012512427754700184,
0.008016757667064667,
-0.003110758727416396,
-0.019947286695241928,
-0.010703658685088158,
-0.020968910306692123,
-0.019505038857460022,
-0.0010149856097996235,
-0.0072205220349133015,
-0.00353980902582407,
-0.008575253188610077,
0.034004196524620056,
-0.049785416573286057,
0.002253536134958267,
0.01413189060986042,
0.01091095432639122,
-0.0045038750395178795,
0.008680565282702446,
-0.027026157826185226,
-0.005768885370343924,
0.004099180921912193,
0.0020870380103588104,
-0.006542173679918051,
-0.008898280560970306,
0.011055347509682178,
0.0023084557615220547,
0.009911732748150826,
-0.006701936013996601,
-0.010109945200383663,
0.00581237580627203,
-0.0060737961903214455,
0.06696371734142303,
0.004042886663228273,
-0.010308563709259033,
0.0001834118738770485,
-0.034619640558958054,
-0.0015602514613419771,
-0.018505487591028214,
0.028401818126440048,
-0.011830303817987442,
-0.0359724685549736,
0.01212237123399973,
-0.006481260992586613,
-0.024693043902516365,
0.004681368358433247,
0.01402195729315281,
-0.021272975951433182,
0.0025050207041203976,
0.014760449528694153,
0.012142952531576157,
-0.008747268468141556,
0.0004324887413531542,
0.017851192504167557,
-0.010654918849468231,
0.027132097631692886,
-0.009574627503752708,
0.003349421778693795,
0.013880209997296333,
0.02769353985786438,
0.003957182168960571,
0.01501705776900053,
0.005884439218789339,
0.032463449984788895,
0.009577665477991104,
-0.013271336443722248,
-0.012220969423651695,
0.003223890671506524,
-0.010553340427577496,
-0.006198139861226082,
0.005533989518880844,
0.012449538335204124,
-0.012707056477665901,
-0.0030988212674856186,
0.011510087177157402,
-0.005209047347307205,
-0.006297898944467306,
-0.004567350726574659,
0.009728707373142242,
-0.011795828118920326,
0.010471168905496597,
0.02151493728160858,
0.013550952076911926,
-0.014539262279868126,
-0.006460757926106453,
-0.012591660022735596,
0.03724677860736847,
0.027097638696432114,
-0.00812244601547718,
0.014372438192367554,
-0.0007232627831399441,
0.013040276244282722,
-0.014932654798030853,
0.01654789038002491,
0.010613313876092434,
0.030948448926210403,
-0.004339337814599276,
0.0008311755955219269,
-0.00042737415060400963,
0.03824295848608017,
0.002914558630436659,
-0.006169430445879698,
-0.008610803633928299,
0.0031803834717720747,
-0.006752209272235632,
0.017405863851308823,
-0.017653917893767357,
0.0011527901515364647,
-0.008874166756868362,
-0.019406422972679138,
0.028063172474503517,
0.022553134709596634,
0.002829938195645809,
0.0004162363475188613,
0.004157915245741606,
0.002401918638497591,
0.014953125268220901,
-0.009076855145394802,
0.012013913132250309,
0.016088588163256645,
-0.0038327290676534176,
0.003755621612071991,
0.0012845047749578953,
0.006357951555401087,
-0.005521565675735474,
-0.008770141750574112,
-0.08098061382770538,
-0.018184693530201912,
-0.0025249263271689415,
-0.00410042516887188,
0.008717901073396206,
0.019044846296310425,
-0.03403095155954361,
0.021256176754832268,
-0.013866070657968521,
-0.005269601009786129,
-0.019734572619199753,
0.012309915386140347,
-0.009623706340789795,
-0.009840439073741436,
-0.0002330699935555458,
0.0018404911970719695,
0.01604810729622841,
-0.0029928225558251143,
0.009681390598416328,
0.009273570030927658,
0.010797911323606968,
-0.0027808048762381077,
-0.0038189503829926252,
0.019332166761159897,
-0.01583673618733883,
-0.0062889400869607925,
0.001039763679727912,
-0.003272339701652527,
-0.0006738756783306599,
-0.0010076970793306828,
-0.000666335690766573,
-0.0358230285346508,
0.03425058722496033,
-0.007551932707428932,
-0.006595969200134277,
-0.01606869138777256,
-0.0031761708669364452,
-0.018932800740003586,
-0.0035785972140729427,
-0.0005976289976388216,
-0.004559456370770931,
0.007873423397541046,
0.005987225100398064,
0.004315404687076807,
-0.02831226773560047,
0.00005089328624308109,
-0.008352864533662796,
0.010357873514294624,
0.01396605372428894,
-0.00593219930306077,
0.016891811043024063,
0.004137861542403698,
-0.017238013446331024,
0.015083118341863155,
-0.02138761803507805,
-0.0026847640983760357,
-0.004330398514866829,
0.010564438998699188,
-0.004724009428173304,
-0.01433379203081131,
0.004142191261053085,
-0.018311798572540283,
-0.010143954306840897,
0.02156594768166542,
0.0076394700445234776,
-0.012275703251361847,
0.005188014358282089,
-0.004586816765367985,
-0.003261116798967123,
0.003960661590099335,
0.005973368417471647,
0.02329505980014801,
0.019036132842302322,
-0.0029246064368635416,
-0.03114313632249832,
-0.013869717717170715,
-0.015160748735070229,
-0.004902510438114405,
-0.004369553178548813,
-0.0042633493430912495,
-0.019057461991906166,
0.007782050408422947,
0.0054286569356918335,
-0.021412445232272148,
-0.01899140141904354,
0.030707048252224922,
0.005655910819768906,
0.02367008477449417,
-0.00028738309629261494,
-0.006283650174736977,
-0.0012541793985292315,
0.0077347345650196075,
0.01996419206261635,
0.004901784472167492,
0.01024139765650034,
0.009446866810321808,
-0.030429178848862648,
0.002318338491022587,
0.006645518355071545,
0.007962342351675034,
0.015958720818161964,
-0.012338335625827312,
-0.014431609772145748,
-0.013670483604073524,
0.01708560809493065,
0.0072335354052484035,
-0.008762730285525322,
-0.00304237799718976,
0.002845579758286476,
0.003396526910364628,
0.02588583715260029,
0.005832003895193338,
-0.008939997293055058,
0.02148212119936943,
0.008036565035581589,
0.03398401290178299,
-0.00342396623454988,
-0.003562566125765443,
0.07268877327442169,
0.00025222799740731716,
0.002356939949095249,
-0.01577571965754032,
0.02817106992006302,
-0.0047971829771995544,
0.010653871111571789,
0.007821572944521904,
-0.017403945326805115,
-0.010101609863340855,
0.010823458433151245,
0.018582141026854515,
-0.005117868538945913,
0.02702183462679386,
0.010019620880484581,
0.019190851598978043,
-0.008115801028907299,
0.00583639508113265,
0.013656718656420708,
0.025288518518209457,
0.02280145138502121,
-0.00030734785832464695,
0.002133843954652548,
-0.0022539542987942696,
0.003188325557857752,
0.013570116832852364,
-0.012377267703413963,
-0.013544561341404915,
-0.0073283761739730835,
0.008728555403649807,
0.02205689251422882,
-0.006528784520924091,
-0.007931389845907688,
-0.033401913940906525,
-0.012786905281245708,
0.002539465669542551,
0.003514526877552271,
-0.0006200325442478061,
-0.010050145909190178,
0.009032916277647018,
0.005855601280927658,
-0.016582947224378586,
0.021353576332330704,
0.006314905826002359,
-0.0029534478671848774,
-0.0020791327115148306,
0.003499312326312065,
-0.007048327010124922,
0.006354008801281452,
-0.015350736677646637,
0.0005714539438486099,
0.006053697317838669,
0.012420919723808765,
0.030373813584446907,
-0.010687306523323059,
0.0331122986972332,
0.014310106635093689,
0.004416037350893021,
0.006695540156215429,
-0.03799064829945564,
-0.025295983999967575,
-0.019380660727620125,
-0.01164180226624012,
0.013263468630611897,
-0.007588664069771767,
-0.021566219627857208,
-0.0059372056275606155,
0.005584568250924349,
0.014132427051663399,
0.006898354738950729,
0.006494595669209957,
-0.015696575865149498,
-0.004915514029562473,
0.01271720789372921,
0.009338266216218472,
0.019356325268745422,
-0.010509159415960312,
-0.028186587616801262,
0.015706568956375122,
0.021338630467653275,
-0.01764046773314476,
0.012287496589124203,
0.021381892263889313,
0.0015194076113402843,
-0.004830643534660339,
0.022313717752695084,
0.008944042958319187,
-0.07479474693536758,
-0.0027586612850427628,
-0.010853258892893791,
-0.003139367327094078,
0.00956401601433754,
0.02170495316386223,
-0.013065962120890617,
0.02843390591442585,
-0.003655356587842107,
-0.005391011945903301,
0.02173217386007309,
-0.028997329995036125,
0.0038371614646166563,
-0.009029152803122997,
0.009256976656615734,
-0.013116497546434402,
-0.014489301480352879,
0.014676209539175034,
-0.01946081966161728,
0.014017446897923946,
-0.020787909626960754,
-0.0012307609431445599,
0.005979249253869057,
-0.0038754483684897423,
-0.003984119277447462,
-0.08164399117231369,
-0.002459719078615308,
0.004598370287567377,
0.0026331432163715363,
-0.020190689712762833,
0.007865486666560173,
0.016845587641000748,
-0.024632953107357025,
-0.02422375977039337,
-0.008658966980874538,
-0.0007362491451203823,
0.03162967413663864,
0.027993321418762207,
-0.004109282046556473,
-0.004853563848882914,
-0.002702411264181137,
0.003690216690301895,
-0.0018077809363603592,
-0.026207707822322845,
0.009139655157923698,
-0.00023570499615743756,
0.0019248193129897118,
-0.0069319624453783035,
-0.007331496570259333,
-0.00799354538321495,
0.009270362555980682,
0.00777140399441123,
0.01657925173640251,
-0.00016721920110285282,
0.01039697602391243,
-0.009444883093237877,
0.00009582028724253178,
0.006845648866146803,
-0.0012399276020005345,
0.021944649517536163,
-0.012600157409906387,
0.009043795987963676,
-0.006493731401860714,
-0.023435648530721664,
0.0023549613542854786,
-0.0011464813724160194,
0.0321502648293972,
0.01823999546468258,
0.01053779199719429,
-0.0031164223328232765,
0.009202090092003345,
0.003965018317103386,
-0.005125386640429497,
0.0023574475198984146,
0.015662232413887978,
0.008670808747410774,
-0.0000719644594937563,
-0.00008222227916121483,
0.00896020419895649,
-0.010150030255317688,
0.009977535344660282,
-0.0019700839184224606,
0.034519776701927185,
0.003445043694227934,
0.012179079465568066,
0.004393682815134525,
0.024290867149829865,
-0.0022274423390626907,
0.07244321703910828,
-0.04268801212310791,
-0.0027820435352623463,
0.002886238507926464,
-0.012110788375139236,
0.0090859429910779,
-0.020468780770897865,
0.00007320847362279892,
0.0019571995362639427,
-0.01670190319418907,
-0.0060976468957960606,
-0.005338561721146107,
-0.02117682248353958,
0.01125389989465475,
0.0009377681417390704,
-0.01853061653673649,
0.01620585471391678,
0.003720636945217848,
-0.004164301790297031,
-0.008775296621024609,
0.019265400245785713,
-0.010615754872560501,
-0.013508470728993416,
-0.0011727767996490002,
0.028363943099975586,
-0.013904102146625519,
-0.00240179430693388,
0.020685479044914246,
-0.008353949524462223,
0.019114376977086067,
-0.01714280992746353,
-0.0006127931410446763,
0.009120124392211437,
-0.01306704618036747,
0.018961258232593536,
0.0025100274942815304,
-0.002427079016342759,
0.013639158569276333,
-0.0043264878913760185,
-0.003400214947760105,
-0.017534738406538963,
0.004523858428001404,
-0.004299560096114874,
-0.013792776502668858,
-0.026212625205516815,
0.031447023153305054,
-0.0012004716554656625,
0.009448816999793053,
0.006469367537647486,
-0.0070304274559021,
0.0019575990736484528,
-0.004668300971388817,
-0.02404201403260231,
-0.029429223388433456,
-0.008448154665529728,
-0.0058322180993855,
0.012747369706630707,
0.013020931743085384,
-0.027266155928373337,
0.014252415858209133,
0.007804962806403637,
-0.0022487654350697994,
-0.00431838259100914,
0.004218500107526779,
0.014428750611841679,
0.019024211913347244,
0.004132186993956566,
-0.011624559760093689,
-0.01899285987019539,
0.01032778900116682,
-0.0029905461706221104,
-0.0006702376413159072,
0.008771185763180256,
0.01798384264111519,
0.002359736943617463,
0.01143394410610199,
-0.019476190209388733,
-0.0022413553670048714,
0.007705084979534149,
0.009536945261061192,
-0.00878587830811739,
-0.022714948281645775,
-0.005307801067829132,
-0.004434138536453247,
0.01087934710085392,
0.028479622676968575,
0.01506376825273037,
0.0022850825916975737,
0.001412763842381537,
0.01110017579048872,
0.034251868724823,
-0.002278069732710719,
-0.0008861977839842439,
-0.007503965869545937,
0.005524965934455395,
0.03301665186882019,
0.01043140608817339,
0.009507963433861732,
0.0039178673177957535,
0.01324519608169794,
0.025090139359235764,
-0.006432631053030491,
-0.006345221307128668,
-0.0031615840271115303,
-0.018194688484072685,
0.005494402255862951,
0.016850611194968224,
0.03037652187049389,
-0.0005292603746056557,
0.01972542516887188,
-0.02278788387775421,
0.03373582288622856,
0.01241413876414299,
-0.011287905275821686,
-0.006877204868942499,
0.017493024468421936,
-0.002270117402076721,
0.006703232880681753,
-0.0015748965088278055,
-0.00585069227963686,
0.003131990786641836,
0.000836881110444665,
0.0024107720237225294,
0.0012197366449981928,
0.03550708293914795,
-0.02357560396194458,
-0.008381608873605728,
0.02662564441561699,
-0.010717934928834438,
0.01229802891612053,
0.012287605553865433,
-0.0010051988065242767,
0.009865202941000462,
-0.004101837985217571,
-0.003540357109159231,
-0.005390132777392864,
-0.0016602003015577793,
-0.0022840285673737526,
0.015426860190927982,
-0.012718371115624905,
0.025618424639105797,
-0.006285167299211025,
0.01290107425302267,
0.006477485876530409,
0.006599034182727337,
0.019467134028673172,
-0.030003292486071587,
0.000056652119383215904,
-0.0024842065759003162,
-0.020136982202529907,
-0.005949250888079405,
0.010159416124224663,
0.01011788472533226,
-0.00706162815913558,
-0.02705058455467224,
0.005216692574322224,
-0.012346995994448662,
-0.02939314767718315,
0.018825311213731766,
-0.0005194186232984066,
0.011485930532217026,
0.011672995053231716,
-0.014959868043661118,
-0.0023954606149345636,
-0.0033271079882979393,
-0.03568807244300842,
-0.00024058064445853233,
0.018890555948019028,
-0.015902414917945862,
-0.009345605969429016,
0.01990383118391037,
0.003084934316575527,
-0.003307345788925886,
0.03873009234666824,
-0.00967942364513874,
-0.0038675572723150253,
0.010603046044707298,
0.006688595283776522,
-0.01326313242316246,
0.0007488725241273642,
-0.007639727555215359,
-0.018797963857650757,
-0.008961637504398823,
-0.013338116928935051,
0.005835097748786211,
0.004260634537786245,
-0.007855502888560295,
-0.015078426338732243,
0.02811388671398163,
-0.01176623534411192,
-0.00037408340722322464,
0.023788154125213623,
-0.000020265579223632812,
-0.0126588623970747,
-0.0030698846094310284,
-0.015151748433709145,
-0.009854980744421482,
0.026749618351459503,
0.005694533232599497,
-0.01947770267724991,
-0.01792992651462555,
-0.022454246878623962
] | [
0.10048291087150574,
-0.4359811842441559,
0.7121853828430176,
0.03762941062450409,
-0.2767455279827118,
0.05557424575090408,
0.28131812810897827,
-0.48959606885910034,
-0.06998520344495773,
-0.402347207069397,
-0.16881981492042542,
0.4937603175640106,
-0.36423593759536743,
-0.0239669531583786,
0.0604291670024395,
0.49405384063720703,
0.7587247490882874,
0.39403727650642395,
-0.469711571931839,
-0.6812973022460938,
-0.024431591853499413,
0.08635338395833969,
0.850184977054596,
0.04245207458734512,
0.1699545681476593,
0.3491958975791931,
0.7710993885993958,
0.5034716129302979,
0.0945185124874115,
0.3286658525466919,
0.14746977388858795,
0.5008397102355957,
0.14009812474250793,
-0.1726894974708557,
0.7136522531509399,
0.1109934151172638,
0.28370603919029236,
0.14874273538589478,
0.028853710740804672,
-0.19384939968585968,
0.16576269268989563,
-0.025769080966711044,
0.07901640981435776,
0.5986758470535278,
-0.16698861122131348,
-0.49256861209869385,
-0.8438822031021118,
0.2208300232887268,
-0.2755102813243866,
-0.12403795123100281,
-0.523971438407898,
-0.08008459210395813,
0.5482149720191956,
1.0540556907653809,
0.028398754075169563,
-0.013630001805722713,
-0.24961771070957184,
0.038342610001564026,
0.4080595076084137,
0.044793035835027695,
-0.12760840356349945,
-0.022609708830714226,
-0.3660392165184021,
-0.10709165036678314,
-0.1328859180212021,
0.3885228931903839,
0.04590544477105141,
0.08682584762573242,
-0.4047701060771942,
0.1799156218767166,
0.6384233236312866,
0.004504432901740074,
-0.0954439714550972,
0.15507695078849792,
-0.22357714176177979,
-0.20805054903030396,
0.17648759484291077,
-0.006237376481294632,
0.39972198009490967,
-0.06432321667671204,
-0.15318220853805542,
0.27453234791755676,
0.45354172587394714,
-0.3286589980125427,
0.31399062275886536,
0.07877074927091599,
-0.13530808687210083,
0.5734678506851196,
-0.780639111995697,
0.6530565023422241,
0.023333050310611725,
-0.5941423773765564,
0.3985694646835327,
0.7151657342910767,
0.11319001019001007,
0.005061522591859102,
0.037631016224622726,
-0.12834013998508453,
0.18324363231658936,
-0.0000676024064887315,
0.12271397560834885,
0.1765425056219101,
0.04023320972919464,
-0.3835279047489166,
-0.057243894785642624,
-0.33768919110298157,
-0.6183884739875793,
-0.34735390543937683,
-0.3120908737182617,
0.3126806616783142,
-0.7568232417106628,
0.21631453931331635,
0.25571441650390625,
-0.308378666639328,
-0.17787860333919525,
-0.010999036021530628,
0.005622922442853451,
0.20590776205062866,
0.3562706708908081,
0.53741854429245,
0.04397964105010033,
1.1209357976913452,
0.36436790227890015,
0.2175876349210739,
0.31797897815704346,
-0.08571410924196243,
0.5038060545921326,
0.6755276322364807,
-0.629988431930542,
0.2882237732410431,
0.3711898624897003,
0.8025349378585815,
-0.0968528464436531,
-0.10541040450334549,
0.047368090599775314,
-0.6647035479545593,
0.18625910580158234,
-0.004887780174612999,
-0.17354951798915863,
-0.20942312479019165,
-0.33213475346565247,
-0.1269407570362091,
-0.22063149511814117,
-0.14937521517276764,
0.12568601965904236,
-0.34562936425209045,
-0.19665846228599548,
0.04204867035150528,
-0.33447375893592834,
-0.21838870644569397,
-0.47931107878685,
0.3224966526031494,
-0.608353853225708,
-0.41182589530944824,
-0.49069440364837646,
-0.40394049882888794,
-0.020295187830924988,
-0.13049452006816864,
-0.11840096116065979,
0.1503504365682602,
0.0815083235502243,
-0.17923758924007416,
-0.5047197937965393,
-0.18256627023220062,
0.25326335430145264,
-0.32532036304473877,
0.4013311564922333,
0.3409663438796997,
-0.157072052359581,
0.4198129177093506,
0.4587649405002594,
0.25007492303848267,
-0.33568331599235535,
-0.10887718945741653,
0.056457702070474625,
-0.22891029715538025,
0.12290479242801666,
0.3709452152252197,
0.15092048048973083,
-0.2416025549173355,
-0.7203564643859863,
-0.24027058482170105,
0.25340592861175537,
-0.4095969498157501,
-0.1079149842262268,
0.5676911473274231,
0.8369165658950806,
0.5540677905082703,
0.14377641677856445,
-0.11526759713888168,
-0.3538912534713745,
-0.4115070700645447,
0.30408918857574463,
-0.8804334998130798,
1.2524954080581665,
0.06820102035999298,
-0.2413695901632309,
0.39852413535118103,
0.5104389190673828,
0.39421436190605164,
0.033111680299043655,
0.16154879331588745,
0.48455342650413513,
-0.260184109210968,
-0.6721153855323792,
0.15898677706718445,
-0.2843673825263977,
0.4946902394294739,
-0.5172615051269531,
-0.6213708519935608,
0.7909788489341736,
-0.6358464956283569,
0.06369190663099289,
-0.31809478998184204,
-0.1917591094970703,
-0.4982703924179077,
0.04907625541090965,
-0.00203127833083272,
0.41774865984916687,
0.21592745184898376,
1.143688440322876,
-0.3945906162261963,
-0.005584560334682465,
0.7274686098098755,
0.1749228835105896,
0.844655454158783,
0.5025482177734375,
0.3456750512123108,
0.5297111868858337,
-0.0892622098326683,
-0.21342548727989197,
-0.5316489338874817,
0.09645407646894455,
0.18730780482292175,
-0.012546231970191002,
-0.37259069085121155,
-0.004810010548681021,
-0.0068749370984733105,
0.7402715086936951,
-0.08716809004545212,
-0.07053232192993164,
0.40073081851005554,
-0.3344470262527466,
0.15723101794719696,
0.02574576996266842,
-0.4442957043647766,
-0.27718988060951233,
-0.14689241349697113,
0.08364656567573547,
-0.055021658539772034,
0.17274928092956543,
0.24541841447353363,
-0.06752230226993561,
-0.6523044109344482,
-0.003851568326354027,
0.15380887687206268,
0.10606659948825836,
-0.4116809368133545,
-0.0154949352145195,
-0.24963867664337158,
-0.3167438805103302,
0.16347888112068176,
0.1173665001988411,
-0.43599429726600647,
-0.26841962337493896,
-0.30077481269836426,
-0.8747681975364685,
-0.2788701355457306,
0.6323330998420715,
-0.021296370774507523,
0.6091710925102234,
0.37771281599998474,
-0.17423324286937714,
-0.14805880188941956,
-0.47800585627555847,
-0.6519878506660461,
0.7986310124397278,
0.2727420926094055,
-0.9512837529182434,
-0.9161962866783142,
0.34566450119018555,
0.744979977607727,
0.7874141931533813,
-0.15395845472812653,
-0.9017277956008911,
-0.047602567821741104,
0.4078730344772339,
-0.22891168296337128,
-0.5857245922088623,
-0.4240012466907501,
-0.26496773958206177,
0.5642651319503784,
-0.10291967540979385,
-0.16689243912696838,
0.060969047248363495,
0.8016836047172546,
0.05787193775177002,
0.11594151705503464,
0.7077347636222839,
-0.31751906871795654,
-0.2922840714454651,
0.030324973165988922,
-0.5212270021438599,
-0.12505993247032166,
-0.4604242742061615,
-0.41703423857688904,
-0.47587692737579346,
0.21569721400737762,
-5.743406772613525,
0.18668487668037415,
-0.8546431660652161,
-0.3232536017894745,
-0.07236021757125854,
-0.3286224901676178,
0.4582885801792145,
-0.19075830280780792,
0.33949989080429077,
-0.04624081775546074,
-0.4046555459499359,
0.19305437803268433,
-0.07768762856721878,
0.008890016004443169,
0.4416418671607971,
0.07124479860067368,
0.62613445520401,
0.10230688005685806,
0.46299275755882263,
-0.2112664133310318,
0.3956489861011505,
0.04953516274690628,
0.1291808784008026,
0.15719792246818542,
0.2889525294303894,
-0.09108354896306992,
-0.74117511510849,
0.18348294496536255,
-0.38373783230781555,
-0.8985175490379333,
0.13383251428604126,
-0.5423954725265503,
0.06479772925376892,
-0.2990710735321045,
0.5628475546836853,
0.2563762664794922,
0.3195454776287079,
0.3346490263938904,
0.11632562428712845,
-0.35385745763778687,
0.5450093150138855,
0.4682846963405609,
-0.03281964734196663,
-0.14788860082626343,
0.3019840717315674,
0.03965849429368973,
-0.2841627597808838,
0.028286272659897804,
-0.0449988916516304,
0.970343828201294,
-0.2275179624557495,
-0.1828908771276474,
0.3935108482837677,
0.3823312819004059,
0.22993968427181244,
-0.5669618844985962,
0.18477220833301544,
0.30611664056777954,
-0.5201697945594788,
0.30937278270721436,
0.01367285568267107,
0.11706417798995972,
-0.25987333059310913,
-0.7424956560134888,
-0.315545916557312,
0.3294011056423187,
-0.6745649576187134,
-0.4866546094417572,
0.580981433391571,
-0.044026441872119904,
-0.4725662171840668,
-0.4076633155345917,
0.1180843710899353,
-0.4448239505290985,
0.7105838656425476,
-0.4140324294567108,
0.47464096546173096,
0.024184370413422585,
-0.21215970814228058,
0.0883285403251648,
0.07478976994752884,
-0.4385705888271332,
-0.371144562959671,
0.03271059691905975,
0.1612938791513443,
-0.632641077041626,
-0.36081770062446594,
-0.5853641033172607,
0.13592036068439484,
0.17985627055168152,
0.31367990374565125,
-0.31437671184539795,
0.11109257489442825,
0.22699348628520966,
0.4874926507472992,
-0.22791297733783722,
0.48174411058425903,
0.5460541844367981,
0.37062907218933105,
-0.31488877534866333,
0.8169662952423096,
-0.39078477025032043,
-0.4466848075389862,
-0.8590819835662842,
0.11459581553936005,
0.45059269666671753,
-0.13836759328842163,
-0.19671176373958588,
0.7236387133598328,
-0.3457379639148712,
0.21339532732963562,
-0.2370191216468811,
-0.8081046342849731,
0.15409988164901733,
0.6818738579750061,
-0.45203229784965515,
-0.48889416456222534,
0.1451931744813919,
-0.026709875091910362,
-0.2932646572589874,
0.1572341024875641,
0.21186964213848114,
0.5501505732536316,
-0.004927011206746101,
-0.399281769990921,
0.17438142001628876,
-0.025728445500135422,
0.4927365481853485,
-0.6592155694961548,
-0.027746101841330528,
0.8179852962493896,
0.282270610332489,
-0.5422240495681763,
-0.5470912456512451,
-0.04686107486486435,
-0.47379598021507263,
-0.2658975124359131,
0.6422941088676453,
0.40507516264915466,
-0.29749614000320435,
0.18747815489768982,
-0.07519808411598206,
-0.1967093050479889,
-0.0629434660077095,
0.36662477254867554,
0.5063631534576416,
-0.14344456791877747,
-0.2564542591571808,
-0.37518206238746643,
0.18689049780368805,
-0.02531319111585617,
-0.5308268666267395,
0.385974645614624,
-0.16205742955207825,
-0.026466820389032364,
0.36731091141700745,
0.2524334192276001,
0.09500553458929062,
0.07143677026033401,
-0.5388872027397156,
0.34430086612701416,
0.10433455556631088,
-0.8986456990242004,
0.5668231248855591,
0.17234371602535248,
-0.06463654339313507,
-1.1838445663452148,
0.2818024456501007,
0.06911252439022064,
0.14878402650356293,
0.2163390815258026,
-0.7018482089042664,
-0.026465384289622307,
-0.35074180364608765,
0.4134798049926758,
0.516889750957489,
-0.09466265887022018,
0.2710873782634735,
0.14348489046096802,
-0.20393186807632446,
0.044944774359464645,
-0.047534532845020294,
-0.1933608204126358,
0.7747354507446289,
0.7946015000343323,
-0.013242732733488083,
-0.4507834017276764,
-0.19488243758678436,
-0.2308298796415329,
-0.14300084114074707,
0.47217226028442383,
0.44542989134788513,
0.3144019842147827,
-0.23975802958011627,
-0.06384358555078506,
-0.588947594165802,
0.2879005968570709,
0.4297705590724945,
-0.5700766444206238,
-0.6879745721817017,
-0.268830269575119,
0.6694772243499756,
-0.22232525050640106,
0.6101890206336975,
0.14357230067253113,
-0.40609848499298096,
-0.24802090227603912,
0.09621856361627579,
-0.5588468909263611,
-0.31275156140327454,
-0.5486153364181519,
-0.41845205426216125,
-0.3526177406311035,
-0.0064871483482420444,
-0.4902418851852417,
0.12460801005363464,
0.35543370246887207,
0.14818276464939117,
-0.24948671460151672,
-0.3735869824886322,
0.05118300020694733,
-0.9007375836372375,
0.3415107727050781,
0.18008814752101898,
-0.4952276945114136,
0.37684860825538635,
-0.336871474981308,
-0.5238821506500244,
0.2941153943538666,
-0.22411935031414032,
-0.07201040536165237,
-0.02656993456184864,
0.020278986543416977,
0.2514922618865967,
0.10471818596124649,
0.24821078777313232,
-1.1149873733520508,
0.12698239088058472,
-0.31029194593429565,
0.28395622968673706,
-0.2511793076992035,
0.4673376679420471,
-0.30237236618995667,
-0.41663169860839844,
-0.3525976836681366,
0.46460312604904175,
0.7001377940177917,
-0.30155935883522034,
-0.9442291259765625,
-0.3375047445297241,
-0.1076413094997406,
-0.294414222240448,
-0.2023754119873047,
-0.20000608265399933,
1.4093821048736572,
0.2545199692249298,
-0.23241646587848663,
-0.8953304886817932,
0.13987095654010773,
0.5410316586494446,
-0.5810124278068542,
-0.13168632984161377,
-0.37739965319633484,
-0.11069607734680176,
0.3149850368499756,
-0.013328803703188896,
-0.31036630272865295,
-1.1098960638046265,
-0.06031035631895065,
-0.09020114690065384,
0.39387330412864685,
-0.14943024516105652,
0.40564391016960144,
0.33748891949653625,
-0.09064093232154846,
0.35796141624450684,
-0.3420843183994293,
0.08452105522155762,
0.15999150276184082,
-0.016886986792087555,
-0.46219402551651,
-0.46085962653160095,
0.14067718386650085,
-0.31668996810913086,
0.08946656435728073,
0.22380293905735016,
0.08709876984357834,
0.060200076550245285,
-0.1701231300830841,
-0.4170824885368347,
-0.0209275521337986,
0.15389969944953918,
-0.786943793296814,
0.008705563843250275,
-0.13239642977714539,
0.2809581160545349,
0.3040544092655182,
-0.12654340267181396,
0.30701008439064026,
-0.755871593952179,
0.020780304446816444,
0.26908159255981445,
-0.05552664399147034,
-0.5002325773239136,
0.5699377655982971,
-0.32142215967178345,
0.4973277449607849,
0.09248489886522293,
-0.11552781611680984,
-0.3869781196117401,
0.503266453742981,
0.41990551352500916,
-0.0196587722748518,
0.6787078380584717,
-0.15873025357723236,
0.0395936481654644,
0.5288673043251038,
0.3694794774055481,
0.472922146320343,
0.2649187445640564,
0.22221194207668304,
0.35819321870803833,
0.6413925886154175,
0.3762338161468506,
-0.7655592560768127,
0.43503662943840027,
-0.3551705777645111,
-0.333810955286026,
0.050729088485240936,
0.31314989924430847,
0.47592347860336304,
0.31542617082595825,
-0.5498454570770264,
0.22510936856269836,
0.44424915313720703,
-0.2785508334636688,
-0.30077144503593445,
0.1744762808084488,
-0.5481081604957581,
0.5479561686515808,
0.7377610206604004,
0.48552876710891724,
-0.42163825035095215,
0.3640897274017334,
0.24534401297569275,
0.3609289526939392,
0.6762138605117798,
0.2854483127593994,
-0.2194269597530365,
0.48960742354393005,
0.194233700633049,
-0.06515313684940338,
0.525748074054718,
-0.4325309097766876,
-0.6439394950866699,
0.14283040165901184,
0.3544422388076782,
-0.4361443817615509,
0.11691725254058838,
0.303850382566452,
0.3231067955493927,
0.25374501943588257,
-0.4585687518119812,
0.04720554128289223,
-0.8590888977050781,
-0.43467196822166443,
-0.46084678173065186,
-0.16157646477222443,
-0.06722917407751083,
-0.23233282566070557,
0.5000596642494202,
0.37181738018989563,
-0.28728151321411133,
0.673965334892273,
-0.5095035433769226,
-0.46822795271873474,
-0.08442143350839615,
0.4047602713108063,
-0.4525684714317322,
-0.15741732716560364,
-0.40207573771476746,
0.6267000436782837,
-0.1939723938703537,
-0.41890227794647217,
-0.06523694843053818,
-0.11850843578577042,
0.05609568580985069,
0.14237062633037567,
0.398464173078537,
0.002784798154607415,
0.33884990215301514,
-0.6717579960823059,
-0.9638725519180298,
0.45536139607429504,
-0.2115175873041153,
-0.4792119562625885,
-0.10270211100578308,
0.25948864221572876,
0.6249479055404663,
0.5501185655593872,
0.3713058829307556,
0.20886124670505524,
0.3351759612560272,
0.6084869503974915,
-0.4219077527523041,
0.39010995626449585,
-0.3305440843105316,
-0.19451959431171417,
-0.8389473557472229,
-0.5416266918182373,
0.681330144405365,
0.3049085736274719,
0.07010003924369812,
-0.3294716477394104,
0.5772153735160828,
-0.07997114956378937,
-0.031071357429027557,
-0.5701378583908081,
-0.1786816269159317,
-0.42697611451148987,
-0.4423818588256836,
-0.882969856262207,
0.2573671340942383,
-0.07045014947652817,
0.32142382860183716,
-0.2185736894607544,
0.3763585686683655,
0.0898495614528656,
-0.09176642447710037,
0.5467728972434998,
-0.15539032220840454,
-0.04097123444080353,
-0.23384280502796173,
0.5772190093994141,
-0.24011150002479553,
0.23053380846977234,
-0.3197271227836609,
0.3025907576084137,
0.15090824663639069,
-0.40293845534324646,
-0.3652765154838562,
-0.602066695690155,
-0.5078176259994507,
0.09942754358053207,
-0.20763181149959564,
0.30447062849998474,
0.4659304618835449,
-0.11708322912454605,
-0.9678682088851929,
0.5433103442192078,
0.10310018807649612,
-0.6685799956321716,
-0.11345352977514267,
-0.059824388474226,
-0.12527313828468323,
0.44602394104003906,
-0.062394753098487854,
-0.2514658272266388,
-0.17995081841945648,
0.007799766957759857
] |
[
0.030699975788593292,
0.10140369832515717,
-0.04192632809281349,
0.06293141841888428,
-0.03267847001552582,
-0.12038351595401764,
0.035765983164310455,
-0.05915536358952522,
-0.008488839492201805,
-0.05911063775420189,
-0.05657084658741951,
-0.005575065966695547,
-0.05070307105779648,
0.06654473394155502,
-0.05232572928071022,
-0.10524960607290268,
-0.11025319993495941,
0.10980250686407089,
0.11460278183221817,
-0.11366231739521027,
-0.0736834928393364,
-0.014200853183865547,
0.03315950185060501,
-0.042415086179971695,
-0.18886972963809967,
0.04834016412496567,
-0.010257190093398094,
-0.013155662454664707,
-0.11621294915676117,
0.22128282487392426,
0.026432644575834274,
-0.0035340951289981604,
0.09944672882556915,
0.0506606251001358,
0.07618589699268341,
-0.1337132453918457,
-0.07806193083524704,
0.018981769680976868,
-0.056862808763980865,
-0.14643901586532593,
-0.16388945281505585,
-0.057634275406599045,
0.07937344908714294,
-0.0544847771525383,
-0.024052107706665993,
-0.07310523092746735,
-0.07155387103557587,
-0.10090649873018265,
-0.028452187776565552,
0.14460046589374542,
-0.05908972769975662,
-0.0028850892558693886,
-0.030829090625047684,
-0.06325825303792953,
-0.02312028780579567,
-0.15990810096263885,
-0.09092682600021362,
-0.016466086730360985,
0.06645786762237549,
0.04531364515423775,
-0.11512433737516403,
0.10278821736574173,
-0.23874814808368683,
-0.08993463963270187,
0.04214683547616005,
-0.06208702549338341,
0.19159553945064545,
0.06058281660079956,
0.04147198423743248,
0.04145164415240288,
0.08241380751132965,
0.07910601049661636,
-0.21460114419460297,
-0.04764945060014725,
-0.06004532054066658,
-0.05771621689200401,
0.04311008378863335,
0.029352186247706413,
-0.007787349633872509,
0.0667465552687645,
0.11730451881885529,
-0.036040034145116806,
0.0379948653280735,
0.08618149906396866,
0.09119251370429993,
-0.12663358449935913,
-0.027850864455103874,
-0.026794370263814926,
0.10444615036249161,
-0.19966867566108704,
-0.06711355596780777,
0.020024478435516357,
0.02054487355053425,
-0.07212473452091217,
-0.12159039080142975,
-0.23648804426193237,
-0.04011392965912819,
0.10453135520219803,
-0.08162038028240204,
-0.047898195683956146,
-0.14109919965267181,
-0.09871640801429749,
0.006453124340623617,
0.08454540371894836,
-0.20008768141269684,
0.031001994386315346,
0.3166082501411438,
-0.08357764780521393,
-0.06154737249016762,
0.05468873679637909,
-0.10438451170921326,
-0.043026577681303024,
0.039880186319351196,
-0.002967559266835451,
0.04125188663601875,
0.10730873048305511,
-0.031131744384765625,
0.07599066942930222,
0.11015765368938446,
0.2026078850030899,
0.0340835340321064,
-0.11498764902353287,
0.00341621832922101,
0.1823115050792694,
0.08721653372049332,
0.08886470645666122,
0.038886621594429016,
-0.14626866579055786,
-0.10826382040977478,
-0.10755138099193573,
-0.043079130351543427,
0.06791600584983826,
-0.08626728504896164,
-0.13008858263492584,
-0.06684456765651703,
-0.0757908821105957,
-0.12930254638195038,
0.10704216361045837,
-0.16803321242332458,
0.12600107491016388,
-0.04051733389496803,
0.056915540248155594,
0.09876076132059097,
0.05756385996937752,
0.12005363404750824,
-0.09532523900270462,
-0.0735682025551796,
0.04351639747619629,
0.12305520474910736,
-0.12239664793014526,
-0.03981996327638626,
-0.02161284163594246,
-0.10828825831413269,
-0.0646689310669899,
-0.03846750035881996,
0.19904725253582,
-0.03407208248972893,
-0.10436071455478668,
0.018596051260828972,
0.10414863377809525,
0.09536723792552948,
-0.014020226895809174,
0.04361536353826523,
0.028888408094644547,
-0.06593406200408936,
0.008343683555722237,
0.04160940647125244,
-0.011753213591873646,
-0.11578797549009323,
0.05167029798030853,
-0.06676144897937775,
0.1441592276096344,
-0.22843779623508453,
0.12496988475322723,
0.028016896918416023,
-0.05906530097126961,
0.17457708716392517,
0.05070481076836586,
-0.11385047435760498,
0.060045935213565826,
-0.09621882438659668,
0.05438654124736786,
0.03432608023285866,
0.15427951514720917,
0.11706224828958511,
-0.002386678010225296,
0.00803310889750719,
-0.07359828799962997,
0.15835100412368774,
0.017626335844397545,
-0.007624693680554628,
-0.04966338351368904,
-0.04089459404349327,
0.07255762070417404,
0.21151596307754517,
0.06603258103132248,
0.09396278113126755,
-0.018833069130778313,
0.02596215531229973,
0.07787297666072845,
0.0033172147814184427,
-0.03406890109181404,
-0.0378173291683197,
0.0016285512829199433,
0.17468418180942535,
0.14436595141887665,
0.07670074701309204,
-0.018170222640037537,
-0.12715241312980652,
0.011177051812410355,
0.04855913668870926,
0.05172306299209595,
-0.04483100771903992,
-0.031188545748591423,
0.21232262253761292,
-0.12014889717102051,
0.04454215243458748,
-0.006694146431982517,
-0.008590037934482098,
0.010534912347793579,
-0.005982778966426849,
-0.049038566648960114,
-0.03788432478904724,
-0.148992121219635,
-0.15680280327796936,
0.11952607333660126,
-0.03443474322557449,
-0.009466748684644699,
-0.17385894060134888,
0.06695250421762466,
-0.08063670247793198,
0.1111515536904335,
-0.05964672192931175,
-0.08919277042150497,
0.07400178909301758,
-0.08179539442062378,
0.010917145758867264,
-0.10002771019935608,
0.030084840953350067,
-0.05879339575767517,
0.15256229043006897,
-0.0588756687939167,
0.058464743196964264,
-0.06250129640102386,
-0.1272299885749817,
0.14816193282604218,
0.11261296272277832,
-0.20878300070762634,
0.07267408818006516,
-0.19025585055351257,
0.04558248072862625,
-0.06399069726467133,
0.09287825971841812,
-0.14967121183872223,
0.0832153856754303,
0.0884755551815033,
-0.07130222767591476,
-0.08636317402124405,
-0.062446922063827515,
-0.0917036235332489,
0.04213356599211693,
0.02685438096523285,
-0.07510712742805481,
0.14564858376979828,
-0.1311965137720108,
0.06008942797780037,
0.10980391502380371,
0.23106127977371216,
0.06301818042993546,
-0.11306808888912201,
0.4958252012729645,
-0.08599810302257538,
-0.10827255249023438,
-0.07431084662675858,
0.00557404151186347,
-0.010929758660495281,
0.19725823402404785,
0.07282532006502151,
0.12956568598747253,
0.12012496590614319,
-0.32143303751945496,
-0.003951505292207003,
0.031411223113536835,
0.2858768403530121,
0.007240592502057552,
-0.04573579132556915,
-0.15110504627227783,
-0.06919705122709274,
-0.05780123919248581,
0.045537661761045456,
0.08062059432268143,
0.05595998466014862,
-0.19111478328704834,
0.20023339986801147,
0.030304836109280586,
0.16707292199134827,
-0.019236214458942413,
0.14964352548122406,
-0.0109718581661582,
0.08966008573770523,
-0.1306983232498169,
-0.10273553431034088,
0.05057602375745773,
-0.10228367894887924,
-0.014037727378308773,
0.01175781711935997,
-0.19365377724170685,
0.07810384780168533,
-0.09055490046739578,
-0.024642886593937874,
-0.007601541467010975,
0.024362703785300255,
0.1254616379737854,
-0.048288214951753616,
0.038688793778419495,
-0.023422805592417717,
-0.039048850536346436,
0.09871713072061539,
-0.12935157120227814,
-0.08097562938928604,
-0.08026036620140076,
0.09477176517248154,
-0.016387617215514183,
0.016990656033158302,
-0.08228129148483276,
-0.013419480063021183,
0.09099746495485306,
-0.12665517628192902,
-0.11556627601385117,
-0.06357208639383316,
0.13796506822109222,
-0.03748014569282532,
-0.06792362779378891,
-0.11707259714603424,
-0.03880562260746956,
0.021529851481318474,
0.1335168182849884,
-0.20159269869327545,
-0.020768262445926666,
0.03235907480120659,
0.17776764929294586,
-0.13711069524288177,
0.054383035749197006,
0.1364498734474182,
-0.0664997398853302,
-0.13668900728225708,
-0.05714643374085426,
0.06318619847297668,
-0.04915833845734596,
-0.037615757435560226,
-0.030773334205150604,
0.16446112096309662,
-0.04886315017938614,
-0.18910305202007294,
0.07617077976465225,
-0.016795340925455093,
0.09917127341032028,
-0.018028702586889267,
0.17936013638973236,
0.1950056403875351,
-0.07366102188825607,
0.06003068387508392,
-0.06908491253852844,
0.010838094167411327,
-0.01070399209856987,
-0.02660319395363331,
0.013416670262813568,
-0.06685419380664825,
-0.02624829299747944,
-0.03683823347091675,
-0.09697310626506805,
-0.18608561158180237,
0.0381377749145031,
0.14146940410137177,
-0.1311713010072708,
0.07777606695890427,
-0.01577705889940262,
-0.17565688490867615,
0.03242841362953186,
0.033038247376680374,
-0.10881786793470383,
-0.11456996947526932,
-0.020494369789958,
0.029386846348643303,
0.09281162917613983,
0.1401824951171875,
0.15178707242012024,
0.040599074214696884,
0.09011775255203247,
-0.24185405671596527,
-0.048800211399793625,
0.0538560152053833,
0.024362187832593918,
0.08835064619779587,
-0.12078657001256943,
-0.029829923063516617,
-0.050800859928131104,
-0.027568737044930458,
0.11569537967443466,
-0.08833982795476913,
-0.07752125710248947,
0.04416066035628319,
0.10488185286521912,
-0.03403449431061745,
-0.036388035863637924,
-0.028469476848840714,
0.00013972366286907345,
-0.02620040997862816,
0.019505295902490616,
0.03172631934285164,
-0.009704504162073135,
-0.008721652440726757,
0.02358195185661316,
-0.02107628993690014,
0.10953398793935776,
-0.12684720754623413,
-0.011352095752954483,
0.20320820808410645,
0.11569026112556458,
0.06384299695491791,
0.07973365485668182,
0.07756686955690384,
-0.014700566418468952,
-0.07601739466190338,
-0.15688274800777435,
0.043123140931129456,
-0.07327551394701004,
0.11937576532363892,
-0.16742980480194092,
-0.06767740845680237,
-0.032997481524944305,
0.03229013830423355,
-0.07201521098613739,
0.020497772842645645,
0.1007266715168953,
0.10656307637691498,
-0.006670929957181215,
0.045204728841781616,
-0.11228744685649872,
0.03726661205291748,
-0.09642747044563293,
-0.021383125334978104,
0.09304244816303253,
0.16754911839962006,
0.046043168753385544,
-0.06674063950777054,
0.05671413242816925,
-0.1691814512014389,
-0.09079419821500778,
0.02362711913883686,
-0.03823481500148773,
0.032727308571338654,
0.027651354670524597,
-0.06272287666797638,
0.25346511602401733,
-0.0711563304066658,
-0.09735190868377686,
0.09871630370616913,
-0.09277880936861038,
0.17078223824501038,
-0.04301628842949867,
-0.12943820655345917,
0.09328215569257736,
-0.03212863951921463,
0.07257618755102158,
-0.0919959545135498,
-0.09690722078084946,
-0.014983730390667915,
-0.02383156679570675,
0.1599690020084381,
0.2708745300769806,
0.004232767503708601,
0.06919010728597641,
-0.18598918616771698,
-0.18889376521110535,
0.12317569553852081,
0.20423759520053864,
-0.018112223595380783,
0.05860372632741928,
0.04035134240984917,
0.23361057043075562,
-0.036147184669971466,
0.09624502807855606,
0.15925373136997223,
-0.05318930000066757,
0.0999671220779419,
-0.1810319870710373,
-0.05631474032998085,
0.24686497449874878,
-0.29344862699508667,
-0.08175241202116013,
-0.1502540409564972,
0.03189156949520111,
-0.21783162653446198,
-0.0316685251891613,
0.0770697370171547,
0.011430091224610806,
-0.20418010652065277,
0.12323997914791107,
-0.05420595780014992,
-0.06644335389137268,
0.017708318307995796,
-0.031245650723576546,
-0.069255530834198,
0.029646968469023705,
-0.010673110373318195,
-0.043574053794145584,
0.04528564214706421,
-0.010181069374084473,
0.17210781574249268,
-0.11144612729549408,
-0.03275112062692642,
-0.01416890136897564,
-0.11918938905000687,
0.16780740022659302,
-0.04347151517868042,
-0.07990653067827225,
-0.1383093297481537,
-0.07701651751995087,
0.13612787425518036,
0.06718118488788605,
-0.03026001900434494,
-0.10584010183811188,
0.1504666954278946,
0.04537953436374664,
-0.04277321323752403,
-0.07999415695667267,
-0.05302651226520538,
0.06232829764485359,
-0.06967832148075104,
0.006939463783055544,
0.03764990344643593,
-0.16889509558677673,
-0.0128104779869318,
-0.12893931567668915,
0.004090023227035999,
-0.10927903652191162,
0.02363210916519165,
-0.0021094942931085825,
0.09061166644096375,
-0.15584534406661987,
0.10387682914733887,
-0.05615909397602081,
-0.08126594126224518,
-0.12864066660404205,
-0.10040390491485596,
0.049997348338365555,
-0.06948837637901306,
-0.2262738049030304,
0.07372745871543884,
-0.0751219317317009,
-0.023589715361595154,
0.0006566792726516724,
0.015917714685201645,
0.015185697935521603,
0.1439286172389984,
-0.048737782984972,
0.04775804653763771,
-0.03251831233501434,
-0.08096536993980408,
0.11022157967090607,
0.08137879520654678,
0.06090184673666954,
-0.00013641569239553064,
-0.08019585907459259,
0.029292188584804535,
0.0633009821176529,
-0.12884356081485748,
0.08761142194271088,
0.026820791885256767,
-0.08458266407251358,
0.07295160740613937,
0.15415427088737488,
-0.0795522928237915,
0.11442394554615021,
0.02001115493476391,
0.09106463938951492,
-0.016615290194749832,
-0.21292705833911896,
0.10298934578895569,
0.05502275377511978,
0.0073677487671375275,
-0.2833021283149719,
0.02874218113720417,
-0.11885728687047958,
0.14102113246917725,
0.07653405517339706,
0.09427811205387115,
-0.18969523906707764,
0.029876410961151123,
0.09227520227432251,
-0.013809707947075367,
-0.19043710827827454,
0.2721906006336212,
-0.09463087469339371,
0.16874489188194275,
-0.0929885283112526,
-0.20977464318275452,
0.11410222947597504,
-0.24532605707645416,
0.1033991351723671,
-0.10767566412687302,
0.1346479207277298,
0.04692460969090462,
-0.06546223908662796,
-0.06456930190324783,
-0.016968602314591408,
-0.17973142862319946,
0.006486006546765566,
0.12100864946842194,
0.16770276427268982,
0.09269894659519196,
-0.02782367542386055,
0.08303628861904144,
-0.01005392987281084,
0.12554210424423218,
-0.0039508226327598095,
0.06577645242214203,
-0.16509583592414856,
0.04058369994163513,
-0.1464710533618927,
0.06944134086370468,
0.004074519500136375,
0.030400428920984268,
-0.23784418404102325,
-0.16445674002170563,
0.17691773176193237,
-0.04592552036046982,
-0.12712617218494415,
-0.0823761522769928,
0.09494348615407944,
0.1738746613264084,
0.09308170527219772,
-0.06952536106109619,
-0.018745578825473785,
0.057547252625226974,
0.07872483134269714,
0.09157146513462067,
0.04403744265437126,
0.016956856474280357,
-0.09269630163908005,
-0.029361916705965996,
-0.06743098795413971,
-0.28720706701278687,
0.07613074034452438,
0.005947081837803125,
-0.04800977557897568,
0.05805841088294983,
-0.22678130865097046,
0.00736323744058609,
-0.036018453538417816,
-0.09721697121858597,
0.21445755660533905,
0.14375033974647522,
-0.037552669644355774,
0.07481253147125244,
0.047465730458498,
0.12795665860176086,
0.0499894879758358,
0.3371717631816864,
0.1206621453166008,
0.04664211347699165,
0.07534867525100708,
0.11638755351305008,
-0.1137082502245903,
-0.01809467002749443,
0.027630813419818878,
-0.07026474177837372,
0.10068340599536896,
-0.033441174775362015,
-0.02745586819946766,
-0.09059090167284012,
-0.016674429178237915,
-0.09251946210861206,
-0.1066908910870552,
-0.14217059314250946,
-0.0029501612298190594,
-0.10616209357976913,
-0.12213589251041412,
0.23970355093479156,
-0.06059916317462921,
0.09325772523880005,
-0.027130169793963432,
0.08298519998788834,
-0.11706145107746124,
-0.025369465351104736,
0.02586756832897663,
-0.10644304752349854,
0.07422038167715073,
0.011267676949501038,
0.040812499821186066,
0.11823710054159164,
-0.12311052531003952,
0.036918528378009796,
-0.09282504767179489,
-0.07867162674665451,
0.09925122559070587,
0.00831183698028326,
0.07572954893112183,
0.18012267351150513,
-0.11015387624502182,
0.25394564867019653,
0.0647750273346901,
-0.010540131479501724,
-0.14140892028808594,
0.09216330945491791,
0.14021435379981995,
-0.07399103045463562,
0.030010830610990524,
-0.0632258877158165,
0.026569640263915062,
-0.31273141503334045,
0.09507186710834503,
0.048706747591495514,
0.03564697876572609,
0.0877167135477066,
0.044927213340997696,
0.0967792421579361,
-0.12211425602436066,
-0.1670200675725937,
0.09019871801137924,
0.036771178245544434,
-0.01080002449452877,
0.07695483416318893,
0.17063258588314056,
0.04803616926074028,
-0.10535462200641632,
0.06133848801255226,
0.10331029444932938,
-0.0652971938252449,
0.12990865111351013,
0.06802456825971603,
0.031069843098521233,
-0.06295310705900192,
-0.0010956355836242437,
-0.042811691761016846,
0.05890437588095665,
-0.03734767809510231,
-0.0005172397359274328,
0.023220261558890343,
-0.13965068757534027,
-0.07897917926311493,
-0.0788731500506401,
0.023132644593715668,
0.04229813814163208,
0.0890314057469368,
-0.07917604595422745,
-0.03219835087656975,
0.1405557245016098,
-0.03651417791843414,
-0.04889789968729019,
0.03253275156021118,
-0.08247864246368408,
-0.03458242863416672,
-0.04264979436993599,
-0.04301273822784424,
-0.09590031951665878,
0.13572357594966888,
0.0012255808105692267,
0.16827429831027985,
0.0843420997262001,
-0.09352738410234451,
0.03125839680433273,
-0.28809845447540283,
0.08971253037452698,
-0.049394357949495316,
0.11219234764575958,
-0.16251173615455627
] | [
-0.6405137181282043,
-0.40237531065940857,
-0.4379032552242279,
0.4858168959617615,
0.026843443512916565,
0.8250871896743774,
0.591051459312439,
0.49869590997695923,
-0.05352409556508064,
-0.5380819439888,
-0.030063176527619362,
0.1934276521205902,
-0.17665459215641022,
-0.2884982228279114,
0.21587994694709778,
0.6314683556556702,
0.07805005460977554,
0.01826055534183979,
0.7228599190711975,
-0.17166107892990112,
0.09680569171905518,
-0.02651747688651085,
0.3800112009048462,
0.005414656829088926,
-0.27775484323501587,
-0.3200223743915558,
-0.5080534815788269,
-0.2075829803943634,
-0.3583580255508423,
0.2830114960670471,
-0.5827750563621521,
0.12257585674524307,
0.436928391456604,
0.3532000184059143,
0.564717710018158,
0.048827674239873886,
-0.07594364136457443,
-0.12622830271720886,
0.053892455995082855,
0.07402795553207397,
-0.5602610111236572,
0.11546620726585388,
0.21992602944374084,
0.2670930027961731,
0.18983040750026703,
-0.04674329236149788,
-1.2200636863708496,
0.3175443112850189,
-0.17276346683502197,
-0.8183501362800598,
-0.5250676274299622,
-0.19748036563396454,
0.3238544166088104,
0.5963900089263916,
0.11509183794260025,
-0.107943594455719,
0.35183751583099365,
0.2924298644065857,
-0.15422554314136505,
0.19241882860660553,
0.8530176877975464,
0.5063220262527466,
0.34927883744239807,
0.2658578157424927,
-0.23652294278144836,
0.05941621586680412,
0.42366692423820496,
0.050829172134399414,
-0.19484123587608337,
-0.711532711982727,
0.17822271585464478,
0.7535077333450317,
0.14014923572540283,
0.10093405097723007,
-0.3228948712348938,
0.20055116713047028,
-0.19007807970046997,
0.28901323676109314,
0.10063039511442184,
-0.03848069906234741,
-0.1955675482749939,
-0.8078544735908508,
0.04586132615804672,
-0.11808034032583237,
-0.24477964639663696,
-0.40330132842063904,
0.8196008801460266,
-0.13639597594738007,
-0.9123497605323792,
0.4288228750228882,
-0.7800590991973877,
0.031614482402801514,
0.29552367329597473,
0.5088914632797241,
0.5439472794532776,
-0.18054720759391785,
-0.21971161663532257,
-0.05083504319190979,
0.6170822978019714,
-0.712860107421875,
-0.5503864288330078,
-0.9498862028121948,
-0.5838750004768372,
-0.03559653460979462,
-0.6456656455993652,
0.021811138838529587,
-1.0994744300842285,
0.11977823823690414,
-0.3225787580013275,
0.3308296799659729,
-0.7427442669868469,
-0.19227683544158936,
0.3549487292766571,
0.19111023843288422,
-0.39548635482788086,
-0.023019053041934967,
-0.0343155562877655,
-0.17994794249534607,
-0.1811835765838623,
-0.1845594048500061,
-0.005594165064394474,
0.1260816603899002,
-0.17074158787727356,
0.2197311520576477,
-0.20783691108226776,
0.035901594907045364,
-0.366798460483551,
0.30805057287216187,
-0.12659867107868195,
0.17417366802692413,
-0.03723131865262985,
-0.23911958932876587,
-0.2008027583360672,
0.026582183316349983,
-0.21551357209682465,
-0.5486097931861877,
-0.21325384080410004,
0.052347972989082336,
-0.03783343732357025,
0.07125475257635117,
-0.13377344608306885,
0.008458757773041725,
0.27349352836608887,
-0.34788942337036133,
0.39084601402282715,
-0.6821686029434204,
-0.6143672466278076,
0.24633195996284485,
-0.7538977265357971,
0.05913751944899559,
0.25489965081214905,
0.35555312037467957,
-0.1638355553150177,
0.3167976140975952,
0.3675808012485504,
0.3050578832626343,
0.007362578995525837,
-0.15388232469558716,
-0.3047502338886261,
-0.0821155235171318,
0.35859501361846924,
0.6810493469238281,
0.2259669452905655,
-0.08428235352039337,
0.7316536903381348,
-0.22368060052394867,
-0.6080368161201477,
0.48941099643707275,
-0.19647999107837677,
0.2771236002445221,
-0.5139791965484619,
-0.662840723991394,
0.27492234110832214,
-0.1847514808177948,
-0.250088095664978,
0.48996007442474365,
0.2121702879667282,
0.3231496810913086,
0.4580309987068176,
-0.3447554409503937,
-0.23925529420375824,
0.034911416471004486,
-0.20812639594078064,
0.06909839808940887,
0.10304594039916992,
-0.3709271252155304,
0.7266157865524292,
-0.01675555296242237,
0.24747776985168457,
-0.05028047785162926,
-0.44722867012023926,
0.11035291850566864,
0.42860254645347595,
0.007925187237560749,
0.03177899494767189,
-0.14207139611244202,
0.025058120489120483,
-0.006179651711136103,
-0.5869449973106384,
-0.5620450377464294,
-0.08105451613664627,
-0.01896088942885399,
0.08508529514074326,
-0.06164143607020378,
-0.6453149318695068,
0.2898566424846649,
-0.19194786250591278,
-0.8347829580307007,
-0.17305921018123627,
0.16413678228855133,
-0.01736634038388729,
0.29173094034194946,
-0.31920695304870605,
0.2484014332294464,
0.03193426504731178,
-0.05750153586268425,
-0.5523152947425842,
-0.37817129492759705,
-0.031182529404759407,
0.010498217307031155,
0.6141337156295776,
0.005562508013099432,
0.5754885673522949,
0.09742695093154907,
0.24905730783939362,
0.595888614654541,
0.3569446802139282,
-0.04178495332598686,
0.2616642415523529,
-0.33417198061943054,
-0.44338324666023254,
-0.18796509504318237,
-0.07724089920520782,
0.09030621498823166,
-0.18053226172924042,
-0.038269173353910446,
0.2791324555873871,
-0.3814674913883209,
0.440965473651886,
-0.4539218246936798,
-0.437311589717865,
0.27674201130867004,
-0.39244967699050903,
0.32035577297210693,
-0.34466156363487244,
0.2573222815990448,
0.030993448570370674,
0.2983739972114563,
-0.009839211590588093,
-0.38673514127731323,
0.11693607270717621,
-0.066309355199337,
-0.4121782183647156,
-0.1592489331960678,
0.7279937863349915,
-0.3668922781944275,
-0.6626343131065369,
-0.6304081082344055,
0.43349120020866394,
0.1777256727218628,
-0.11462395638227463,
0.4747953712940216,
0.04924236983060837,
-0.6568655371665955,
0.10712870955467224,
-0.2694474160671234,
-1.0508304834365845,
-1.1156034469604492,
0.39187684655189514,
-0.21080021560192108,
0.3013175129890442,
-0.02215932123363018,
-0.2811366319656372,
-0.37139707803726196,
-0.48152124881744385,
0.3146005868911743,
-0.023905877023935318,
0.2040567845106125,
-0.2825774848461151,
-0.6946139335632324,
0.10420634597539902,
0.7348901629447937,
-0.4308755397796631,
-0.3500937521457672,
-0.7078908085823059,
0.032581526786088943,
-0.06528077274560928,
-0.14389154314994812,
0.4443519115447998,
-0.3639358878135681,
-0.5161067247390747,
0.380062073469162,
0.3595781922340393,
0.2841747999191284,
-0.1788645088672638,
-0.1404784470796585,
-0.35559791326522827,
0.7628968358039856,
0.7743830680847168,
-0.26581716537475586,
0.2301884889602661,
0.248964324593544,
0.04240370914340019,
0.33601459860801697,
0.686220645904541,
-0.11663446575403214,
0.05191066861152649,
0.05023445561528206,
-5.926717758178711,
0.15985824167728424,
0.41227540373802185,
0.03696600720286369,
-0.06717564165592194,
-0.685660183429718,
-0.4523402154445648,
-0.00650072330608964,
0.6943573951721191,
-0.029640253633260727,
-0.2096613347530365,
-0.25302255153656006,
-0.2442178875207901,
0.3812408447265625,
0.215958833694458,
0.19777575135231018,
0.4026188850402832,
-0.5023983120918274,
0.30367109179496765,
0.43691158294677734,
0.02853456512093544,
0.1861387938261032,
-0.08519032597541809,
0.40896081924438477,
-0.1732265204191208,
0.446936696767807,
-0.3138706386089325,
0.4826297461986542,
-0.7074016332626343,
-0.14766176044940948,
-0.5846761465072632,
-0.09030564874410629,
-0.591183602809906,
-0.501499593257904,
-0.005868382286280394,
0.3856718838214874,
-0.028344735503196716,
-0.19734036922454834,
0.5262187719345093,
0.26671701669692993,
-0.3591674566268921,
0.4326573610305786,
-0.2670843005180359,
0.5088358521461487,
0.3468944728374481,
0.278751939535141,
0.9903849363327026,
0.050294771790504456,
-0.24699676036834717,
0.21231505274772644,
0.2671973407268524,
0.200454980134964,
0.8399147987365723,
-0.1555546373128891,
0.14770430326461792,
0.22617369890213013,
-0.34804847836494446,
-0.7687944769859314,
0.28784874081611633,
-0.1287899911403656,
-0.20163242518901825,
-0.1705934703350067,
0.31160253286361694,
0.3891797363758087,
-0.6762845516204834,
-0.03927423804998398,
-0.24367013573646545,
0.7660377025604248,
0.6083751916885376,
-0.11142442375421524,
0.4186219871044159,
0.13385175168514252,
-0.10049636662006378,
-0.7557066679000854,
-0.07680846005678177,
-0.09487045556306839,
-0.030416471883654594,
-0.056824762374162674,
-0.49155884981155396,
-0.19291633367538452,
-0.1154153123497963,
-0.0441974475979805,
0.0636155754327774,
0.12494843453168869,
0.5879583358764648,
-0.5662126541137695,
0.04872671514749527,
0.01690656691789627,
-0.14738738536834717,
0.15299998223781586,
-0.4060676395893097,
-1.2508771419525146,
0.4381316006183624,
-0.48191437125205994,
0.8022720813751221,
0.5865172743797302,
-0.029726622626185417,
0.0035025940742343664,
0.30741146206855774,
-0.19067350029945374,
0.10247617214918137,
0.15762104094028473,
-0.29479309916496277,
0.2469588965177536,
-0.14295031130313873,
0.6153372526168823,
-0.2612922787666321,
0.410405695438385,
0.3434380888938904,
-0.9637153744697571,
0.37005409598350525,
0.8671360015869141,
-0.07724590599536896,
0.5419739484786987,
-0.22870415449142456,
-0.195687398314476,
-0.13765989243984222,
-0.11901091784238815,
-0.3170420229434967,
-0.813113808631897,
-0.09001196175813675,
0.2522040605545044,
-0.1321377009153366,
-0.44381189346313477,
-0.1272321492433548,
0.337159663438797,
-0.034877993166446686,
-0.18754339218139648,
0.10602138191461563,
0.9518159627914429,
0.4172194004058838,
0.08056331425905228,
0.23670290410518646,
-0.26023632287979126,
0.598850429058075,
0.0900973454117775,
0.13066397607326508,
-0.677077054977417,
-0.3661991357803345,
0.04574254900217056,
0.3012562394142151,
0.02984621934592724,
-0.04079459235072136,
-0.1463468372821808,
0.3255300521850586,
-0.3803701400756836,
0.16178934276103973,
-0.2730391025543213,
-0.1169378012418747,
-0.32213449478149414,
-0.026793222874403,
-0.11395637691020966,
0.5738397836685181,
-0.14538982510566711,
-0.12061220407485962,
-0.4149736762046814,
-0.04234865680336952,
-0.3475729525089264,
-0.343759149312973,
-0.43574774265289307,
0.4395364224910736,
-0.5820834040641785,
-0.03472289443016052,
0.03676805645227432,
0.13348166644573212,
-0.3336793780326843,
-0.10264715552330017,
0.0874810665845871,
0.27708879113197327,
-0.2545282542705536,
-0.018138179555535316,
-0.6050015687942505,
0.09920167922973633,
0.16164147853851318,
0.14675846695899963,
0.012121990323066711,
-0.3198172152042389,
0.01902514323592186,
-0.26108139753341675,
0.07013783603906631,
-0.22209352254867554,
-0.2217928171157837,
-0.3744063675403595,
0.4201135039329529,
-0.04484299197793007,
0.3405519723892212,
-0.7450613975524902,
0.024716639891266823,
0.45330923795700073,
0.6937953233718872,
0.0752611756324768,
-0.832017183303833,
-0.045036546885967255,
0.5537779331207275,
-0.18164633214473724,
-0.35486695170402527,
0.25607869029045105,
-0.2295973151922226,
-0.02589963562786579,
-0.12025386095046997,
0.1403854638338089,
-0.2387540489435196,
-0.2451774626970291,
0.13782870769500732,
-0.5679054260253906,
-0.41225868463516235,
0.4581570625305176,
-0.20775218307971954,
-0.23662292957305908,
0.04961321875452995,
-0.18901465833187103,
-0.6870233416557312,
-0.5773178935050964,
0.18307825922966003,
-0.2945728302001953,
-0.38617920875549316,
-0.22496278584003448,
0.015849879011511803,
-0.268669992685318,
-0.2749374806880951,
0.03696984052658081,
-0.8148856163024902,
-0.38810479640960693,
-0.025172395631670952,
-0.1502196341753006,
0.04896705970168114,
0.22394172847270966,
-0.05397177115082741,
0.2469419240951538,
-0.03264225274324417,
-0.42337819933891296,
1.041951298713684,
-0.23077920079231262,
0.5565585494041443,
-0.31003889441490173,
0.608592689037323,
-0.7702485918998718,
0.08621510863304138,
-0.6096031665802002,
-0.02853826992213726,
0.29969823360443115,
0.2085707187652588,
-0.4000083804130554,
0.6077346205711365,
-0.518153965473175,
0.34654539823532104,
0.28409817814826965,
-0.6033403873443604,
-0.05450035631656647,
0.4529287815093994,
-0.6848151683807373,
0.0723842903971672,
0.20467908680438995,
-0.10367891937494278,
0.44089752435684204,
-0.36706554889678955,
0.18545079231262207,
-0.10165735334157944,
0.12503987550735474,
-0.046692509204149246,
-0.07009854167699814,
0.18909285962581635,
0.35962802171707153,
0.08282849192619324,
0.04460080713033676,
0.0568276047706604,
0.6421523094177246,
0.2641369700431824,
0.06410586833953857,
0.27596914768218994,
0.29972729086875916,
-0.7036498188972473,
-0.16414666175842285,
0.033663712441921234,
0.07351209223270416,
0.20434892177581787,
-0.46359142661094666,
-0.5439566373825073,
-0.9238333106040955,
0.7518335580825806,
-0.23520536720752716,
0.1129995658993721,
-0.23092907667160034,
0.11087613552808762,
-0.09935221821069717,
-0.9354085326194763,
0.16645683348178864,
0.17975454032421112,
-0.5378636717796326,
-0.5492104291915894,
0.41337937116622925,
0.5800880789756775,
0.10638631135225296,
-0.33817175030708313,
0.5746670961380005,
-0.022355975583195686,
-0.2026936411857605,
0.31927573680877686,
0.40780094265937805,
-0.05101113021373749,
-0.13658465445041656,
-0.8546320796012878,
-0.2016657441854477,
0.03351324796676636,
-0.1771748811006546,
-0.37395960092544556,
-0.03345078229904175,
-0.6526021361351013,
0.12836319208145142,
0.1983776092529297,
0.6344493627548218,
-0.4830472469329834,
0.00027233120636083186,
0.5377674102783203,
0.24042531847953796,
-0.018643002957105637,
0.20486709475517273,
-0.12828630208969116,
0.4258779287338257,
0.036379870027303696,
-0.12309711426496506,
0.968438446521759,
0.34873682260513306,
-0.10962457954883575,
-0.2355499267578125,
0.5139114856719971,
0.04202704504132271,
0.39189770817756653,
-0.1655423492193222,
0.05406373739242554,
0.7246348261833191,
0.09051239490509033,
0.22606003284454346,
0.4750409722328186,
-0.2502919137477875,
-0.41616392135620117,
0.3024485409259796,
-0.09973996132612228,
0.31970423460006714,
0.7033059597015381,
-0.14586137235164642,
-0.6549742221832275,
0.41837021708488464,
0.5309693217277527,
-0.09886568039655685,
0.3642052412033081,
0.17431573569774628,
0.18348105251789093,
-0.7551875710487366,
0.7793015241622925,
0.3865963816642761,
0.42172300815582275,
0.010295970365405083,
0.6963356733322144,
-0.21687792241573334,
-0.13037286698818207,
0.6820765137672424,
-0.027327176183462143,
-0.17987865209579468,
-0.07623502612113953,
0.5820028185844421,
0.35144758224487305,
0.09853458404541016,
-0.41020703315734863,
-1.1194757223129272,
0.6177181005477905,
0.2997124493122101,
-0.031544096767902374,
-0.06057187542319298,
-0.3863482177257538,
-0.5932437181472778,
-0.016541818156838417,
-0.17606118321418762,
0.8261231780052185,
0.457338809967041,
0.6508395075798035,
-0.0012006243923678994,
0.5394740104675293,
0.15253518521785736,
0.1912892609834671,
-0.43653446435928345,
0.17960892617702484,
-0.6596009135246277,
-0.2381877303123474,
0.01935752108693123,
-0.3261159658432007,
-0.1887521892786026,
0.29278498888015747,
0.3507181704044342,
0.19733290374279022,
-0.1805429607629776,
0.6191128492355347,
0.22348980605602264,
0.17281083762645721,
-0.2651877999305725,
-0.0181918703019619,
0.0824960470199585,
0.4466002881526947,
-0.030238976702094078,
0.28071486949920654,
0.23278141021728516,
0.2960681915283203,
0.18854571878910065,
0.32386285066604614,
-0.22935795783996582,
0.16373533010482788,
-0.31030547618865967,
0.3944079577922821,
-0.10205652564764023,
-0.27200567722320557,
0.2351718693971634,
0.1578563153743744,
-0.4197356700897217,
0.30079665780067444,
0.5369536876678467,
-0.018321508541703224,
-0.19461378455162048,
-0.057749275118112564,
0.5191723704338074,
-0.5366772413253784,
-0.2823029160499573,
-0.30010727047920227,
0.48116350173950195,
0.5730797052383423,
0.4100930392742157,
0.7864708304405212,
-0.25818997621536255,
0.06303063780069351,
-0.14138896763324738,
0.10440759360790253,
-0.022119775414466858,
-0.05415227636694908,
-0.4690716862678528,
-0.0709342360496521,
-0.22036102414131165,
-0.42220842838287354,
0.48474106192588806,
-0.46471768617630005,
0.4343828856945038,
-0.17350706458091736,
-0.04658008739352226,
0.04700089618563652,
0.530000627040863,
-0.028570136055350304,
0.434516042470932,
-0.6207054853439331,
0.6326807737350464,
0.35986989736557007,
-0.19263778626918793,
0.8151133060455322,
-0.0821625366806984,
-0.09531925618648529,
0.04366768151521683,
-0.11371362954378128,
0.5795555710792542,
-0.13917334377765656,
-0.04046087712049484,
-0.2095411717891693,
0.17678895592689514,
0.14281535148620605
] |
|
This study explores, in the context of semiautonomous driving, how the content of the verbalized message accompanying the car’s autonomous action affects the driver’s attitude and safety performance. Using a driving simulator with an auto-braking function, we tested different messages that provided advance explanation of the car’s imminent autonomous action. Messages providing only “how” information describing actions (e.g., “The car is braking”) led to poor driving performance, whereas “why” information describing reasoning for actions (e.g., “Obstacle ahead”) was preferred by drivers and led to better driving performance. Providing both “how and why” resulted in the safest driving performance but increased negative feelings in drivers. These results suggest that, to increase overall safety, car makers need to attend not only to the design of autonomous actions but also to the right way to explain these actions to the drivers. | [
-0.008558953180909157,
0.01240844652056694,
-0.0077609708532691,
0.010795541107654572,
0.015384955331683159,
-0.0023317630402743816,
0.010181699879467487,
0.007807862013578415,
-0.010441049933433533,
0.024183422327041626,
-0.027471128851175308,
0.014987258240580559,
0.0024658306501805782,
0.03067074343562126,
0.004172401037067175,
0.017814405262470245,
-0.003693277481943369,
0.010916482657194138,
0.002452160930261016,
-0.0056035215966403484,
0.006902502849698067,
-0.0029825042001903057,
0.010007822886109352,
-0.0031554754823446274,
-0.030482716858386993,
0.011537554673850536,
0.016937008127570152,
-0.019615013152360916,
-0.0023072317708283663,
0.003139869077131152,
-0.02271180972456932,
0.006830030586570501,
-0.005062606185674667,
-0.004975591320544481,
0.013482829555869102,
-0.008990921080112457,
-0.0016442202031612396,
0.02589743584394455,
-0.005087974015623331,
-0.0034782933071255684,
0.008309466764330864,
-0.0072610038332641125,
0.00594308041036129,
-0.020535239949822426,
-0.010582211427390575,
0.008779561147093773,
0.00242023216560483,
0.005130215547978878,
-0.023066744208335876,
0.0068565839901566505,
0.006867744028568268,
0.005051840096712112,
0.00040094112046062946,
-0.017592381685972214,
-0.006919090636074543,
-0.013628401793539524,
0.01942399889230728,
-0.0006812554784119129,
-0.014918595552444458,
0.01933794654905796,
-0.01556339394301176,
0.00723715266212821,
0.0031984681263566017,
-0.014213064685463905,
-0.03035067953169346,
-0.06702941656112671,
0.01672722026705742,
-0.0010349557269364595,
0.006931021809577942,
0.010064532980322838,
0.0011010500602424145,
0.006147005595266819,
-0.006647022906690836,
0.017817288637161255,
-0.015476169064640999,
-0.015524002723395824,
-0.007817375473678112,
0.0005941668059676886,
0.010575219988822937,
0.002599694300442934,
-0.0024787820875644684,
0.022086121141910553,
0.009220859035849571,
0.016288284212350845,
-0.013190945610404015,
0.017414528876543045,
-0.013597765937447548,
-0.009442252106964588,
-0.0030478904955089092,
0.015904417261481285,
-0.0029666954651474953,
0.021396366879343987,
0.016722608357667923,
-0.007523763924837112,
-0.008176665753126144,
-0.008305225521326065,
-0.00029383227229118347,
0.009228971786797047,
0.0013919580960646272,
-0.009121094830334187,
-0.0032798706088215113,
0.0010760468430817127,
0.024034136906266212,
-0.030219631269574165,
-0.020482562482357025,
0.0074679371900856495,
0.01726895198225975,
0.003359454683959484,
-0.008070521056652069,
0.006821914575994015,
0.035284340381622314,
0.008769102394580841,
-0.007727494463324547,
0.009340941905975342,
-0.012550531886518002,
-0.00001946929842233658,
0.016054604202508926,
0.007800859399139881,
0.003000258933752775,
-0.008926774375140667,
0.010343894362449646,
-0.02025253139436245,
0.015144654549658298,
0.013755246065557003,
0.00736011890694499,
0.005582238547503948,
0.016879310831427574,
0.0010305121541023254,
-0.00009099463932216167,
-0.000196544686332345,
-0.01291637308895588,
0.0025427627842873335,
-0.014575578272342682,
-0.007299482822418213,
-0.01323765330016613,
-0.008402294479310513,
-0.0172299575060606,
-0.011095784604549408,
0.00294700195081532,
-0.004212670959532261,
-0.015527882613241673,
0.008571314625442028,
-0.004122666548937559,
0.020313631743192673,
0.029634669423103333,
-0.007923115976154804,
-0.014058839529752731,
0.004151727072894573,
-0.015842052176594734,
-0.014035550877451897,
-0.008049801923334599,
-0.002352028153836727,
-0.00987962819635868,
-0.016785338521003723,
0.03533458337187767,
-0.00125348218716681,
-0.015831705182790756,
-0.002425647573545575,
-0.015350421890616417,
-0.018746986985206604,
0.020810237154364586,
0.01563291996717453,
-0.008754868060350418,
0.007981914095580578,
0.0005176628474146128,
0.001471209805458784,
0.03707072511315346,
-0.0028781089931726456,
0.010431785136461258,
0.0007442308124154806,
-0.005020309239625931,
0.01122567430138588,
-0.004021782428026199,
0.003997208550572395,
-0.023471783846616745,
0.0002793066669255495,
0.02448423020541668,
0.006381472572684288,
-0.012167295441031456,
0.06685362756252289,
0.011697748675942421,
0.03321535885334015,
0.012637312524020672,
0.015648826956748962,
-0.017103340476751328,
-0.002227524295449257,
0.01826450787484646,
-0.016582665964961052,
0.0024054935202002525,
-0.009709328413009644,
-0.03439950570464134,
-0.012738371267914772,
-0.023808322846889496,
-0.014196655713021755,
-0.004334593657404184,
0.005778870545327663,
0.017578566446900368,
-0.002658107550814748,
-0.009942986071109772,
0.013417964801192284,
-0.0054292939603328705,
-0.0061736563220620155,
0.01891396939754486,
-0.011645903810858727,
0.026174072176218033,
0.006740454584360123,
0.013381119817495346,
-0.006352865137159824,
0.010554494336247444,
0.0025962386280298233,
0.006742855533957481,
0.009397013112902641,
-0.005219883285462856,
-0.013008921407163143,
-0.012162940576672554,
-0.013477033004164696,
-0.02313508652150631,
0.019446158781647682,
0.014405160211026669,
-0.013586143031716347,
0.0013500304194167256,
0.008783526718616486,
0.0015448862686753273,
-0.002092360984534025,
0.03435254842042923,
0.012876822613179684,
-0.022220779210329056,
0.006288583390414715,
0.0062147933058440685,
-0.0186188705265522,
-0.019858090206980705,
0.0007130529265850782,
-0.004524217918515205,
-0.009665174409747124,
0.01842433400452137,
-0.021504785865545273,
0.004667242988944054,
-0.02183639071881771,
0.013233892619609833,
-0.007898442447185516,
-0.00866627972573042,
-0.02905823290348053,
0.00802281778305769,
-0.024818137288093567,
0.0203145369887352,
-0.01844775676727295,
-0.02924630045890808,
-0.020654555410146713,
-0.008122272789478302,
-0.012765880674123764,
0.00385989248752594,
0.0003343336284160614,
-0.017813200131058693,
-0.029368136078119278,
-0.004145415034145117,
-0.03890758752822876,
0.000498094828799367,
-0.01728442683815956,
0.02593541145324707,
-0.03472485393285751,
0.0009018921991810203,
0.00921805389225483,
-0.018155472353100777,
0.026450980454683304,
-0.023249097168445587,
0.0009480235166847706,
0.024236250668764114,
0.02128228172659874,
-0.0035567348822951317,
0.015337088145315647,
0.00407055951654911,
-0.004883985500782728,
-0.0011849247384816408,
-0.08156228810548782,
-0.006362337619066238,
-0.027414094656705856,
0.021477222442626953,
0.010921894572675228,
-0.007382605224847794,
0.0016535180620849133,
-0.010138915851712227,
-0.021099090576171875,
0.020473094657063484,
0.0023312540724873543,
0.007881460711359978,
-0.02079150453209877,
-0.009810902178287506,
0.017751405015587807,
-0.003033910645172,
0.009738375432789326,
-0.009781871922314167,
0.008451868779957294,
0.023810872808098793,
-0.0007595615461468697,
-0.00905948132276535,
0.028584232553839684,
-0.010827010497450829,
0.004807411227375269,
0.014652429148554802,
0.013529990799725056,
-0.00524142337962985,
-0.0029166233725845814,
0.004962664097547531,
0.0034553385339677334,
-0.00431294459849596,
0.029727576300501823,
-0.004825581796467304,
0.012548286467790604,
-0.0023871061857789755,
-0.0036662807688117027,
0.007420807611197233,
-0.014572171494364738,
-0.002104039303958416,
0.022250089794397354,
0.0035522151738405228,
0.0002769194543361664,
0.012781435623764992,
0.010100563056766987,
-0.005113501567393541,
0.00901435874402523,
-0.025631140917539597,
0.006988595239818096,
-0.00796468649059534,
0.0012735545169562101,
-0.0019541182555258274,
0.005642769392579794,
0.012264464050531387,
-0.008454576134681702,
0.0008574880193918943,
0.01000341959297657,
0.02396617829799652,
-0.009017896838486195,
-0.007983837276697159,
0.0060763247311115265,
-0.0013082462828606367,
-0.03139367699623108,
0.026147883385419846,
-0.011162539944052696,
-0.033376581966876984,
0.004283184185624123,
0.019225336611270905,
-0.007105411496013403,
-0.018296821042895317,
-0.02474019303917885,
-0.023847445845603943,
-0.013940753415226936,
0.005933164618909359,
-0.0072022550739347935,
-0.01236298680305481,
-0.01208528783172369,
-0.006124164443463087,
-0.004571308381855488,
0.023353446274995804,
0.012666871771216393,
0.01757011190056801,
-0.010756568983197212,
-0.0019154595211148262,
-0.02771552838385105,
-0.007332636043429375,
-0.0009367220336571336,
0.01198606938123703,
0.015382170677185059,
-0.008254172280430794,
0.007739702705293894,
0.048145998269319534,
0.000008441740646958351,
0.008226514793932438,
-0.009632905945181847,
-0.03917532041668892,
-0.017509732395410538,
0.008917677216231823,
-0.006224073003977537,
0.010678756050765514,
-0.031029213219881058,
0.011424598284065723,
-0.0058011021465063095,
-0.010692667216062546,
-0.008451605215668678,
0.005729898810386658,
0.005164407193660736,
0.002265057060867548,
0.00048171356320381165,
-0.01194086391478777,
0.007999137043952942,
-0.008083735592663288,
-0.004749403800815344,
0.01500550378113985,
0.0036189642269164324,
-0.0018414021469652653,
-0.010944470763206482,
-0.01009556744247675,
0.0721881166100502,
-0.005057147704064846,
0.015258860774338245,
-0.00043594493763521314,
0.021106315776705742,
-0.01604711078107357,
-0.00950714573264122,
-0.002455833600834012,
-0.023675456643104553,
-0.04513997584581375,
0.013523515313863754,
0.00003224983811378479,
0.02704550325870514,
0.015178237110376358,
-0.027995672076940536,
-0.01478339172899723,
0.026620978489518166,
0.016492407768964767,
0.0038697170093655586,
0.005306757055222988,
0.04131130129098892,
0.010786041617393494,
-0.007777051534503698,
0.0339343324303627,
-0.012714330106973648,
-0.020600898191332817,
-0.01663823612034321,
-0.018606724217534065,
0.004514109808951616,
0.003390698228031397,
-0.022845614701509476,
-0.014749737456440926,
-0.0009698212379589677,
0.015063571743667126,
0.008405182510614395,
-0.011085578240454197,
0.012247797101736069,
-0.01286974735558033,
0.010362666100263596,
0.022600140422582626,
0.015304521657526493,
-0.013511736877262592,
0.0038343488704413176,
0.026958629488945007,
0.0066186548210680485,
-0.014273785054683685,
-0.02018164098262787,
-0.002515073399990797,
0.01509423740208149,
0.023411767557263374,
-0.011482613161206245,
-0.013581452891230583,
0.01101716049015522,
-0.018154416233301163,
0.007444740738719702,
-0.008055264130234718,
-0.00600417610257864,
0.0019030990079045296,
-0.0013209253083914518,
0.013706427067518234,
-0.0013804566115140915,
-0.023506054654717445,
0.029219765216112137,
-0.020466074347496033,
-0.006333297584205866,
-0.02623223140835762,
0.005802211817353964,
-0.0035450775176286697,
-0.017284059897065163,
0.01563175953924656,
0.005859712604433298,
0.009526247158646584,
0.00650356849655509,
0.021602433174848557,
-0.025684628635644913,
-0.04510931670665741,
-0.021864697337150574,
-0.02009594440460205,
0.013218674808740616,
0.003224605694413185,
0.0043839081190526485,
-0.03507325053215027,
-0.0032111341133713722,
0.007423877716064453,
-0.018996138125658035,
0.001986962277442217,
-0.01639140211045742,
-0.0743548721075058,
-0.007784257177263498,
0.034629859030246735,
-0.013710438273847103,
0.0040244730189442635,
0.006839820649474859,
-0.007563050836324692,
0.005022509954869747,
0.012296563945710659,
-0.012577936053276062,
-0.0029224595054984093,
-0.004260639660060406,
-0.04002251476049423,
0.015335682779550552,
0.009386170655488968,
-0.003979056142270565,
-0.0015719232615083456,
-0.011131415143609047,
-0.006438907701522112,
0.015055066905915737,
-0.02735564112663269,
-0.016949061304330826,
0.01127218920737505,
0.005437952000647783,
0.005171946249902248,
-0.08083900809288025,
-0.000012875068932771683,
-0.006619226653128862,
-0.009635155089199543,
-0.013106029480695724,
-0.011286048218607903,
0.013215146027505398,
-0.0014224417973309755,
0.009585744701325893,
-0.01305185817182064,
0.0017656399868428707,
-0.017959021031856537,
0.0041245268657803535,
-0.0033710149582475424,
0.008718480356037617,
-0.0018395609222352505,
0.01100975088775158,
-0.013545677997171879,
0.003307684790343046,
0.0039530121721327305,
0.015483433380723,
-0.021582741290330887,
-0.007583336904644966,
0.006033239886164665,
-0.020991995930671692,
-0.017864422872662544,
-0.01397028286010027,
0.0073102740570902824,
0.014750240370631218,
-0.02435758337378502,
0.004749412648379803,
0.02023369073867798,
0.007078078575432301,
0.0026917350478470325,
0.007370828650891781,
-0.0028982344083487988,
-0.05355636775493622,
-0.010552117601037025,
-0.019815532490611076,
-0.01218248438090086,
-0.014081006869673729,
0.013223856687545776,
0.031521014869213104,
0.011176219210028648,
-0.025790849700570107,
-0.01937728188931942,
0.001261955825611949,
-0.007456688676029444,
0.007598279044032097,
0.007934399880468845,
0.011136027052998543,
0.0219603069126606,
0.03517508506774902,
-0.023673325777053833,
-0.04300696402788162,
0.006988065782934427,
-0.006816407199949026,
0.008347054943442345,
-0.0010084053501486778,
0.011204796843230724,
-0.0006176417227834463,
-0.001955974381417036,
0.0034662815742194653,
0.07182584702968597,
-0.0014180827420204878,
0.0016256985254585743,
-0.005538424476981163,
-0.007675163447856903,
-0.007867077365517616,
0.012558821588754654,
0.0006977076409384608,
0.003331567393615842,
-0.01827409118413925,
0.020030472427606583,
-0.00536929490044713,
0.004815598484128714,
0.004915802739560604,
0.030471842736005783,
-0.001086881384253502,
-0.0061434474773705006,
-0.020261019468307495,
0.01817922294139862,
0.015438219532370567,
-0.00555246789008379,
-0.005348123610019684,
-0.018864527344703674,
-0.011867190711200237,
0.02048688381910324,
0.0023244370240718126,
-0.019997823983430862,
0.007454724051058292,
0.006964885164052248,
0.0011704489588737488,
-0.035105664283037186,
0.022055352106690407,
0.0006624708767049015,
0.004346194677054882,
0.019358552992343903,
0.0033000605180859566,
0.007491689175367355,
-0.005779856815934181,
-0.018960095942020416,
0.007057904731482267,
-0.006779528688639402,
0.003561425255611539,
0.004057425539940596,
-0.010258729569613934,
-0.007690429221838713,
0.01107092946767807,
0.024981338530778885,
-0.008675726130604744,
0.019451798871159554,
0.019137268885970116,
0.0021534168627113104,
0.0030750033911317587,
0.008559854701161385,
0.008438206277787685,
-0.002399238059297204,
-0.008229178376495838,
-0.025267453864216805,
0.0050844368524849415,
-0.03147342801094055,
-0.031169986352324486,
-0.018642297014594078,
-0.018023403361439705,
0.020180432125926018,
-0.009015345014631748,
0.004304519854485989,
-0.019268745556473732,
-0.012433186173439026,
-0.024318646639585495,
0.0004499717615544796,
0.01350394356995821,
-0.009364182129502296,
0.029480356723070145,
0.00645802216604352,
0.0010267148027196527,
0.0015843051951378584,
0.039457328617572784,
0.023868929594755173,
-0.020169390365481377,
0.022336963564157486,
0.005093809217214584,
-0.014262005686759949,
0.011563168838620186,
-0.009430800564587116,
-0.001297698705457151,
0.015126262791454792,
-0.009893815033137798,
-0.02246740087866783,
-0.004265847150236368,
-0.0126153863966465,
0.007471809629350901,
0.023673614487051964,
-0.004343504086136818,
0.007808824069797993,
0.004921868909150362,
0.0072896224446594715,
0.035745926201343536,
-0.010275200009346008,
0.0011854278855025768,
-0.0032271752133965492,
0.013360938057303429,
0.01809854619204998,
0.03334798663854599,
0.022590067237615585,
0.03635992109775543,
-0.025917116552591324,
0.001445815316401422,
0.002595124300569296,
-0.011193993501365185,
-0.001052831532433629,
-0.016636747866868973,
0.031228844076395035,
0.015269247815012932,
0.011983879841864109,
0.029912076890468597,
-0.005291521083563566,
-0.003632697742432356,
0.0014535277150571346,
-0.017589490860700607,
0.0047391499392688274,
-0.004682582803070545,
-0.026994828134775162,
0.015001602470874786,
-0.020173758268356323,
0.009383670054376125,
-0.00217789551243186,
-0.026113979518413544,
-0.008085260167717934,
0.04033688083291054,
-0.0016161404782906175,
0.005390791222453117,
-0.005152964498847723,
-0.02760203182697296,
-0.0032246639020740986,
0.013620692305266857,
-0.009604875929653645,
0.008013967424631119,
0.015571978874504566,
0.004497692454606295,
-0.03727404773235321,
-0.016564492136240005,
0.014039288274943829,
-0.003981000743806362,
-0.01054663211107254,
-0.007152399979531765,
0.007617836818099022,
-0.01931389421224594,
0.02633228898048401,
0.004258208442479372,
0.01352525781840086,
-0.0013727603945881128,
-0.0035516705829650164,
0.022760387510061264,
0.01000792533159256,
-0.009023936465382576,
-0.00095391646027565,
0.020470749586820602,
-0.007980665192008018,
0.012251422740519047,
-0.007069958373904228,
0.01837989129126072,
0.0020218694116920233,
-0.0026098124217242002,
-0.015146668069064617,
0.011812071315944195,
0.008082054555416107,
0.0031263534910976887,
-0.00788884051144123,
0.02618442475795746,
-0.016499783843755722,
-0.01972394809126854,
0.02504533901810646,
-0.017089108005166054,
-0.004630187526345253,
-0.006791391409933567,
-0.015832463279366493,
-0.014555178582668304,
0.012906601652503014,
0.02069745399057865,
0.028248891234397888,
0.0073227910324931145,
0.023432906717061996,
-0.0014627655036747456,
-0.01275788713246584,
-0.014704742468893528,
-0.022189855575561523,
0.005042978096753359,
-0.002804902382194996,
0.0038237166590988636,
0.018062125891447067,
-0.008232012391090393,
-0.006269318517297506,
-0.003278778400272131,
-0.011246530339121819,
-0.0030647115781903267,
-0.02638731524348259,
-0.00029234099201858044,
-0.01585143804550171,
-0.03451749309897423,
0.0020487606525421143,
0.00531410938128829,
0.0017426186241209507,
0.002370081376284361
] | [
-0.03477327525615692,
-0.0021738363429903984,
0.14822250604629517,
-0.011698576621711254,
-0.06675684452056885,
0.4076734483242035,
0.33735671639442444,
-0.26172560453414917,
0.10372505336999893,
0.008717355318367481,
0.09644577652215958,
0.6584888696670532,
0.08952518552541733,
-0.3376206159591675,
-0.3025354743003845,
0.3295449912548065,
0.5003085136413574,
0.1903071105480194,
-0.1415741890668869,
-0.5445775389671326,
-0.30635496973991394,
0.004810367710888386,
0.15116944909095764,
-0.128973126411438,
0.3406922221183777,
0.4120331406593323,
0.47156110405921936,
0.3539492189884186,
-0.45883914828300476,
-0.24028335511684418,
-0.13511674106121063,
0.6327096223831177,
-0.592059850692749,
-0.23147259652614594,
-0.33400240540504456,
0.06235009431838989,
0.16716943681240082,
-0.32438164949417114,
-0.08408033847808838,
-0.031704243272542953,
-0.32447531819343567,
0.12823350727558136,
-0.13520418107509613,
0.5274478793144226,
-0.05262809246778488,
-0.32248544692993164,
-1.3997780084609985,
-0.2260625809431076,
-0.16927453875541687,
-0.22784587740898132,
-0.08145800977945328,
0.40937501192092896,
0.3697062134742737,
0.32684534788131714,
-0.24394696950912476,
0.22297494113445282,
-0.24681337177753448,
-0.7791366577148438,
-0.007692332379519939,
-0.6620686054229736,
0.3264624774456024,
0.18462596833705902,
0.3614206612110138,
0.36159074306488037,
-0.18112988770008087,
0.4026062786579132,
-0.1693742871284485,
-0.1461162120103836,
-0.2283698171377182,
-0.09618725627660751,
0.0018300897208973765,
-0.2621935307979584,
-0.5306561589241028,
0.006480081006884575,
-0.26667243242263794,
-0.14489561319351196,
0.16561366617679596,
-0.17345686256885529,
0.03060043230652809,
0.023346956819295883,
0.2385619431734085,
0.31363001465797424,
0.5143560171127319,
-0.22114093601703644,
0.43649348616600037,
0.6302419304847717,
0.02286732941865921,
0.4887545704841614,
0.11027754843235016,
0.22881704568862915,
-0.2404688596725464,
-0.3596811294555664,
0.14583338797092438,
0.4107518494129181,
0.15799693763256073,
0.3965331017971039,
0.5105569958686829,
0.12906762957572937,
0.011518748477101326,
0.388794869184494,
0.16526758670806885,
-0.2850886881351471,
0.2689420282840729,
-0.14251074194908142,
-0.24670200049877167,
-0.4264088273048401,
-0.3461466431617737,
-0.7232511043548584,
-0.5351478457450867,
0.09620645642280579,
-0.634019672870636,
0.3793083727359772,
0.052359264343976974,
0.13017092645168304,
-0.06745018064975739,
-0.03656685724854469,
-0.3836427927017212,
0.002292454242706299,
-0.14656950533390045,
0.47187960147857666,
0.1378147453069687,
0.6881764531135559,
0.0644245371222496,
0.07713085412979126,
0.44757017493247986,
-0.01627764105796814,
0.01327461376786232,
0.39037689566612244,
-0.5995004773139954,
0.40202298760414124,
0.15755711495876312,
0.3555014431476593,
-0.40850263833999634,
-0.04203466698527336,
-0.45682471990585327,
0.10211555659770966,
0.11799102276563644,
0.2714928388595581,
-0.3306373357772827,
0.27182021737098694,
-0.441698282957077,
-0.5099067091941833,
-0.23797790706157684,
-0.1224062368273735,
0.25086233019828796,
-0.20877262949943542,
-0.018358789384365082,
0.12543609738349915,
-0.27958253026008606,
0.17531265318393707,
-0.385998398065567,
-0.3397967517375946,
-0.4605030119419098,
0.2387571930885315,
0.284252792596817,
0.6032662987709045,
-0.16502857208251953,
-0.22691188752651215,
-0.10516536235809326,
0.09347736090421677,
0.16473938524723053,
0.36195024847984314,
-0.5596998333930969,
0.03353458642959595,
0.4165933430194855,
-0.26740679144859314,
0.09531685709953308,
0.154081791639328,
0.6434986591339111,
-0.2601676285266876,
-0.19339308142662048,
-0.25698938965797424,
-0.4736802279949188,
-0.44686752557754517,
-0.23084978759288788,
0.13266593217849731,
0.381316602230072,
0.01727605052292347,
0.08497463911771774,
0.15103977918624878,
-0.7078154683113098,
-0.15692245960235596,
-0.22114649415016174,
-0.571038544178009,
-0.11739412695169449,
0.06599488109350204,
0.12418819963932037,
-0.1765308827161789,
-0.5871534943580627,
-0.3519918620586395,
-0.22360485792160034,
-0.22240151464939117,
0.46958598494529724,
-0.7646660208702087,
1.253555178642273,
-0.7099890112876892,
-0.057135533541440964,
1.3030093908309937,
0.24519310891628265,
0.14527876675128937,
0.11723487079143524,
-0.12027270346879959,
0.0943472757935524,
0.04610522463917732,
0.03905387222766876,
0.7082090377807617,
0.25018393993377686,
0.09989394247531891,
-0.3242045044898987,
0.2724608778953552,
0.2585093677043915,
-0.15326623618602753,
0.035282738506793976,
-0.15952560305595398,
0.06984889507293701,
0.15340203046798706,
-0.20285670459270477,
0.5016602277755737,
-0.07154490798711777,
0.05612122267484665,
0.380955308675766,
-0.06121924892067909,
0.2759045660495758,
0.5377939939498901,
-0.055137597024440765,
0.11575570702552795,
0.47614964842796326,
0.41287821531295776,
0.47423645853996277,
-0.779701292514801,
0.4284168779850006,
0.05148869752883911,
-0.028963027521967888,
-0.3639414608478546,
-0.44436419010162354,
0.29205450415611267,
-0.2284083366394043,
0.04196225106716156,
0.1314942091703415,
-0.3285019099712372,
-0.05288134887814522,
0.2632201015949249,
-0.6127100586891174,
0.5797531008720398,
-0.24335002899169922,
-0.589116096496582,
0.004139604512602091,
0.43757110834121704,
-0.6609745025634766,
-0.05671099200844765,
-0.10377095639705658,
0.0227789506316185,
0.3343142867088318,
-0.1045050397515297,
0.10421063750982285,
-0.16218408942222595,
-0.4173450767993927,
-0.6310234665870667,
0.5436336994171143,
-0.04252207279205322,
0.2568529546260834,
0.339297890663147,
0.23899871110916138,
0.4565450847148895,
-0.09625263512134552,
-0.32266709208488464,
-0.5912511944770813,
-0.2930382490158081,
0.22656773030757904,
1.1265588998794556,
0.4965208172798157,
-0.21953214704990387,
-0.43546178936958313,
-0.07020854204893112,
0.12179481238126755,
-0.5343378186225891,
-0.016303978860378265,
0.6076551675796509,
-0.430671751499176,
0.24215178191661835,
-0.17715103924274445,
0.4146747589111328,
0.5875567197799683,
-0.13025271892547607,
0.12460532784461975,
-0.31045258045196533,
0.08936794847249985,
-0.13489001989364624,
-0.6883782744407654,
-0.15343381464481354,
-0.006880644243210554,
-0.035412658005952835,
0.04526370391249657,
-0.0792950913310051,
0.6464178562164307,
0.5856884121894836,
-0.05707404762506485,
0.10149022191762924,
0.5387842059135437,
0.046293795108795166,
-0.18918000161647797,
0.5096055865287781,
-0.1273459792137146,
-0.1455465406179428,
0.3134080171585083,
-0.12030333280563354,
-0.5829855799674988,
0.625792384147644,
-6.282958984375,
-0.242872953414917,
-0.13450320065021515,
-0.2377343326807022,
-0.042047251015901566,
0.3281615972518921,
0.784706175327301,
-0.40750551223754883,
0.21117369830608368,
0.2745433747768402,
0.2036135196685791,
0.3892824947834015,
-0.037114061415195465,
0.21493370831012726,
0.014622134156525135,
-0.03609112277626991,
0.2055799812078476,
-0.10185182094573975,
0.249917134642601,
0.17417538166046143,
0.004530814476311207,
-0.552230179309845,
-0.17297714948654175,
0.6678258180618286,
-0.07962364703416824,
0.0533539317548275,
-0.6122640371322632,
0.5599465370178223,
0.541495680809021,
0.21911728382110596,
0.32646024227142334,
-0.173566535115242,
-0.241321861743927,
-0.28990447521209717,
0.47371774911880493,
0.5069105625152588,
0.18606719374656677,
0.07002764195203781,
0.2549625337123871,
0.1715337038040161,
-0.01316179521381855,
0.7285339832305908,
0.21308140456676483,
-0.010968877002596855,
0.27465319633483887,
0.035348594188690186,
-0.2516116797924042,
0.24933940172195435,
-0.2502710521221161,
0.49635735154151917,
-0.19210442900657654,
-0.22383256256580353,
0.1076188012957573,
0.49506208300590515,
0.47239014506340027,
-0.06939207762479782,
0.026006916537880898,
-0.25736162066459656,
-0.3745529055595398,
0.39779132604599,
0.028824515640735626,
-0.4250241219997406,
-0.2663497030735016,
-0.7905117273330688,
0.012793128378689289,
0.300104022026062,
-0.38816872239112854,
-0.22784638404846191,
0.037614449858665466,
-0.34533587098121643,
-0.7186012268066406,
-0.09768370538949966,
0.17353922128677368,
-0.9362200498580933,
0.4748205840587616,
-0.0996563732624054,
0.227372944355011,
0.02801480144262314,
0.21795472502708435,
0.13056059181690216,
-0.2617090046405792,
0.06454361975193024,
0.033223722130060196,
-0.19518430531024933,
0.44174179434776306,
-0.014619935303926468,
0.19563676416873932,
-0.20553982257843018,
-0.29996392130851746,
0.36166462302207947,
0.6469160318374634,
-0.16625191271305084,
-0.019534680992364883,
0.4944116771221161,
0.11680259555578232,
0.8164000511169434,
-0.11572520434856415,
-0.03470304235816002,
0.39757663011550903,
-0.5834478139877319,
0.0028564806561917067,
-0.007519935257732868,
0.17209352552890778,
-0.44023385643959045,
0.04785533249378204,
0.20478254556655884,
-0.20049802958965302,
0.32575932145118713,
0.4683369994163513,
-0.5254800915718079,
-0.23400437831878662,
-0.15368212759494781,
-0.270181804895401,
0.033261705189943314,
0.6168898344039917,
0.1959291398525238,
-0.17363794147968292,
0.30752620100975037,
0.3604891300201416,
-0.15982195734977722,
-0.09287485480308533,
0.0428595170378685,
-0.5516878962516785,
0.1396435797214508,
-0.08989269286394119,
-0.2840939164161682,
-0.04647907242178917,
0.20800195634365082,
-0.4497956335544586,
0.20511944591999054,
0.6202147603034973,
0.40211039781570435,
-0.23411111533641815,
0.581390380859375,
0.1503371000289917,
-0.9296326637268066,
0.12586236000061035,
0.11547796428203583,
0.08437955379486084,
-0.5499980449676514,
0.03128131479024887,
0.21437841653823853,
0.005881777033209801,
-0.3922750949859619,
0.3174288868904114,
-0.05062205344438553,
-0.12096307426691055,
0.09599144011735916,
-0.34601840376853943,
0.07595104724168777,
0.13010843098163605,
-0.38660281896591187,
-0.13136394321918488,
-0.0806332528591156,
0.09594909101724625,
0.46068575978279114,
0.4010654389858246,
-0.1542457640171051,
-0.010026639327406883,
-0.17777599394321442,
0.5745922327041626,
0.1345285326242447,
-0.9108470678329468,
-0.127284437417984,
0.13017641007900238,
0.21046964824199677,
-0.401422381401062,
-0.47061532735824585,
0.44259148836135864,
0.26635661721229553,
-0.1284688115119934,
-0.7812325954437256,
-0.626363217830658,
-0.31055980920791626,
0.269329309463501,
-0.3918183445930481,
-0.14005449414253235,
-0.16768872737884521,
-0.44905370473861694,
-0.31598639488220215,
0.07421576976776123,
-0.3452697992324829,
0.06380472332239151,
0.21200618147850037,
0.5848178267478943,
-0.1662328541278839,
0.1183081790804863,
-0.11724473536014557,
-0.3016943633556366,
-0.5748491287231445,
-0.1830562949180603,
0.4852152466773987,
0.5002385377883911,
-0.03427897393703461,
-0.21440599858760834,
-0.22764696180820465,
0.14025187492370605,
-0.041836727410554886,
-0.16313034296035767,
-0.2782175838947296,
-0.19799263775348663,
-0.03699398413300514,
-0.2721134424209595,
0.25541555881500244,
0.06776290386915207,
-0.27847567200660706,
0.3242659270763397,
0.2840985059738159,
-0.2678620517253876,
0.11921840161085129,
-0.32872068881988525,
-0.49239569902420044,
-0.20167291164398193,
0.13987451791763306,
-0.26416608691215515,
-0.10866043716669083,
0.27365368604660034,
-0.6012046933174133,
-0.6192635297775269,
0.5040744543075562,
-0.04095318913459778,
-0.01962866447865963,
-0.6870285272598267,
-0.011023202911019325,
-0.025112440809607506,
-0.2821187674999237,
0.4512142539024353,
-0.5095646977424622,
0.3720061779022217,
0.49983665347099304,
-0.5154373049736023,
0.17950502038002014,
0.24588848650455475,
0.35623854398727417,
-0.2622188925743103,
-0.3365875780582428,
-0.10932418704032898,
0.1500757932662964,
0.007483239751309156,
0.16789394617080688,
0.03787412866950035,
0.6574208736419678,
-0.12160073965787888,
-0.31056123971939087,
0.04193216934800148,
0.35197940468788147,
0.03632702678442001,
-0.34807199239730835,
-0.40248793363571167,
-0.1248154267668724,
0.3161889314651489,
0.06962788105010986,
-0.023562787100672722,
0.08896277099847794,
0.391752690076828,
-0.05548959597945213,
-0.5603768825531006,
-0.37238848209381104,
0.2522360682487488,
0.14719834923744202,
0.054349686950445175,
-0.29412710666656494,
-0.38428086042404175,
-0.2738233506679535,
-0.19930735230445862,
0.32697057723999023,
-0.143997922539711,
-0.657913863658905,
0.3266199827194214,
-0.14574921131134033,
0.44903621077537537,
-0.12395300716161728,
0.3980526328086853,
0.490355521440506,
0.02325829304754734,
-0.13226084411144257,
-0.22729840874671936,
0.06822770088911057,
-0.09967579692602158,
0.17899978160858154,
0.04888598248362541,
0.0026987555902451277,
-0.3794407248497009,
-0.3687467575073242,
0.29043078422546387,
-0.175786092877388,
0.5759080648422241,
-0.22363319993019104,
0.2210170477628708,
-0.22427769005298615,
-0.39151832461357117,
0.11883483082056046,
-0.6259618997573853,
-0.28667891025543213,
-0.1730794757604599,
0.5813111066818237,
0.31158509850502014,
0.23580549657344818,
0.03934355080127716,
-0.03041798248887062,
-0.3327130079269409,
0.35888513922691345,
0.1670801192522049,
-0.28629270195961,
-0.40172964334487915,
0.3611106276512146,
-0.1419791579246521,
-0.2286018431186676,
-0.1737796515226364,
-0.15606194734573364,
-0.050575416535139084,
0.2207762598991394,
0.020756607875227928,
0.894956111907959,
-0.12846460938453674,
-0.0035256450064480305,
0.16641950607299805,
-0.319369912147522,
0.24838821589946747,
0.4229161739349365,
-0.021189946681261063,
0.10503368079662323,
0.6173931360244751,
-0.39526668190956116,
-0.13999751210212708,
0.03799641132354736,
-0.09150490909814835,
0.29633668065071106,
-0.0009792703203856945,
0.5123116374015808,
0.3270207345485687,
0.8227601051330566,
0.06985288858413696,
0.6987049579620361,
-0.16324247419834137,
0.4566410183906555,
0.741565465927124,
-0.780802309513092,
-0.3841926157474518,
-0.2998972535133362,
0.2823013365268707,
0.04962826892733574,
-0.17132264375686646,
-0.11435563862323761,
-0.18519434332847595,
0.5050167441368103,
0.4890926778316498,
0.8022685050964355,
-0.7822471857070923,
0.45990467071533203,
-0.19061213731765747,
0.3353291451931,
0.12300863862037659,
0.08925743401050568,
-0.27767783403396606,
-0.0559077151119709,
0.2967422306537628,
-0.15072911977767944,
-0.5693848133087158,
0.24170660972595215,
-0.11107374727725983,
0.338548868894577,
0.5006235241889954,
-0.25842076539993286,
0.015526894479990005,
0.1156095340847969,
0.4604347348213196,
0.1910807490348816,
0.32233691215515137,
-0.04042499139904976,
-0.32746443152427673,
0.23575171828269958,
-0.4419831335544586,
0.056872524321079254,
-0.1896127462387085,
-0.5140855312347412,
0.4550700783729553,
0.02786482684314251,
0.08747830241918564,
0.2867678999900818,
0.02014879137277603,
0.4367515742778778,
-0.05650169402360916,
-0.6453794836997986,
-0.10581713914871216,
-0.34063345193862915,
-0.15182670950889587,
0.06445423513650894,
0.08905398845672607,
0.14286915957927704,
-0.19939389824867249,
-0.6588245034217834,
-0.4789751172065735,
0.32542452216148376,
-0.15343762934207916,
-0.10364019125699997,
-0.21843034029006958,
0.5312682390213013,
0.5352654457092285,
0.23236426711082458,
-0.2985718250274658,
0.02463451400399208,
-0.31962850689888,
0.18467484414577484,
-0.14219947159290314,
0.258198618888855,
-0.6800347566604614,
0.17473608255386353,
-0.5733978152275085,
-0.28270551562309265,
0.39137178659439087,
0.01375905703753233,
-0.11997856199741364,
-0.12409213930368423,
0.08251950889825821,
0.028822004795074463,
0.43298691511154175,
-0.20063120126724243,
0.23220624029636383,
-0.43706464767456055,
-0.3570067584514618,
-0.11672604084014893,
0.41905704140663147,
-0.008631899021565914,
-0.27001142501831055,
0.1993602216243744,
-0.1853330433368683,
-0.15841533243656158,
-0.47040683031082153,
-0.16883382201194763,
-0.05529610067605972,
-0.6379096508026123,
-0.4640375077724457,
0.18226374685764313,
-0.3998045027256012,
-0.05000878497958183,
0.31829771399497986,
0.2094985395669937,
0.44391003251075745,
-0.28857290744781494,
0.10564729571342468,
-0.08245756477117538,
0.2981182634830475,
0.519787609577179,
-0.4656134843826294,
0.23980633914470673,
-0.3996151089668274,
-0.42811068892478943,
-0.10029912739992142,
0.25536996126174927,
-0.01538439467549324,
-0.25406789779663086,
-0.20139454305171967,
-0.019914153963327408,
-0.20203842222690582,
-0.1564895063638687,
0.1139541044831276,
-0.8060578107833862,
-0.5372459292411804,
-0.17900164425373077
] |
This study investigated user acceptance, concerns, and willingness to buy partially, highly, and fully automated vehicles. By means of a 63-question Internet-based survey, we collected 5000 responses from 109 countries (40 countries with at least 25 respondents). We determined cross-national differences, and assessed correlations with personal variables, such as age, gender, and personality traits as measured with a short version of the Big Five Inventory. Results showed that respondents, on average, found manual driving the most enjoyable mode of driving. Responses were diverse: 22% of the respondents did not want to pay more than $0 for a fully automated driving system, whereas 5% indicated they would be willing to pay more than $30,000, and 33% indicated that fully automated driving would be highly enjoyable. 69% of respondents estimated that fully automated driving will reach a 50% market share between now and 2050. Respondents were found to be most concerned about software hacking/misuse, and were also concerned about legal issues and safety. Respondents scoring higher on neuroticism were slightly less comfortable about data transmitting, whereas respondents scoring higher on agreeableness were slightly more comfortable with this. Respondents from more developed countries (in terms of lower accident statistics, higher education, and higher income) were less comfortable with their vehicle transmitting data, with cross-national correlations between q = 0.80 and q = 0.90. The present results indicate the major areas of promise and concern among the international public, and could be useful for vehicle developers and other stakeholders. 2015 Elsevier Ltd. All rights reserved. | [
-0.015339522622525692,
0.007412528153508902,
-0.027824386954307556,
0.001467352849431336,
0.0032257812563329935,
-0.015555961057543755,
0.005938548129051924,
-0.020063366740942,
-0.011254411190748215,
0.0003457530401647091,
-0.007752706296741962,
0.005823894403874874,
0.007375245913863182,
0.024338673800230026,
0.013931355439126492,
0.006215485744178295,
-0.01651598885655403,
-0.006781183648854494,
0.0005036907969042659,
0.0024409035686403513,
0.016531432047486305,
0.0027871550992131233,
0.007406698074191809,
0.012029494158923626,
-0.02446938492357731,
0.006873758509755135,
0.00482350355014205,
-0.008393527939915657,
0.040159549564123154,
-0.025260256603360176,
-0.00068474723957479,
0.011430323123931885,
0.0030649476684629917,
-0.018380504101514816,
0.00398550508543849,
0.0012937914580106735,
0.002554924227297306,
0.020056383684277534,
-0.005219491198658943,
-0.0025683268904685974,
0.008118608966469765,
-0.0031593271996825933,
-0.002242990769445896,
-0.006111208815127611,
-0.00659798551350832,
0.009375305846333504,
-0.010385101661086082,
0.011879164725542068,
0.006011537276208401,
0.016477299854159355,
-0.012083513662219048,
0.016010772436857224,
-0.0038702362217009068,
-0.007373492233455181,
-0.004638087935745716,
0.011136634275317192,
0.015083122998476028,
0.019899502396583557,
-0.008363989181816578,
-0.025206172838807106,
-0.011996431276202202,
-0.002263563685119152,
0.016732722520828247,
-0.015592708252370358,
-0.035942234098911285,
-0.0673738494515419,
0.0031436923891305923,
0.008786499500274658,
0.008342734538018703,
0.011390184052288532,
-0.011077601462602615,
0.007711484096944332,
0.032691214233636856,
0.016770755872130394,
-0.0011223480105400085,
-0.018324729055166245,
0.007394897751510143,
0.002693211194127798,
0.02049875631928444,
-0.017418913543224335,
0.018457377329468727,
0.008482756093144417,
0.020084302872419357,
0.018345924094319344,
-0.006301112473011017,
0.004876755177974701,
-0.021772213280200958,
-0.02246973291039467,
-0.006691960617899895,
0.021177273243665695,
-0.01801392063498497,
0.0032149418257176876,
0.028306683525443077,
-0.0001223685685545206,
-0.013330317102372646,
0.022251512855291367,
-0.014792992733418941,
0.014532807283103466,
0.011575169861316681,
-0.01959860324859619,
-0.012093206867575645,
0.014337095431983471,
0.012968942523002625,
0.011988891288638115,
-0.008515266701579094,
0.009618766605854034,
-0.005151644349098206,
-0.0021004686132073402,
-0.0033573205582797527,
0.0009069829247891903,
0.0035768335219472647,
0.007147547788918018,
-0.01725773885846138,
0.015679258853197098,
-0.016257088631391525,
-0.0021728449501097202,
-0.002846731571480632,
-0.0034389994107186794,
-0.004114569164812565,
-0.015179762616753578,
0.002893681637942791,
-0.01976754143834114,
0.014809985645115376,
-0.000425493810325861,
0.0016896729357540607,
0.01783585548400879,
0.033796608448028564,
-0.005774080753326416,
0.017964404076337814,
0.002704950049519539,
-0.004776115529239178,
0.024775587022304535,
-0.029185855761170387,
-0.0002818596549332142,
0.004755303263664246,
-0.013326519168913364,
0.022526424378156662,
-0.010575980879366398,
-0.0063349176198244095,
-0.014649787917733192,
-0.0042261588387191296,
0.012785210274159908,
0.001208471367135644,
0.01185592170804739,
0.024569213390350342,
-0.010934224352240562,
-0.029233312234282494,
0.015890054404735565,
0.003918631933629513,
-0.004995044320821762,
0.009512212127447128,
0.01101879682391882,
-0.008960362523794174,
-0.023724932223558426,
0.00020002992823719978,
-0.012493216432631016,
-0.007261431775987148,
-0.036735594272613525,
-0.009657207876443863,
-0.009794446639716625,
-0.00415841955691576,
0.012567790225148201,
0.014859931543469429,
0.007268727291375399,
-0.01055927388370037,
0.00088552909437567,
-0.014142895117402077,
-0.003966502845287323,
-0.015409857034683228,
0.0022459456231445074,
-0.010478341020643711,
0.017037343233823776,
-0.013254404067993164,
0.005582835525274277,
0.020163487643003464,
-0.013474002480506897,
0.025527194142341614,
0.005990548525005579,
0.004775507375597954,
0.06671646982431412,
-0.0035390008706599474,
-0.03165498375892639,
0.00014577293768525124,
0.00046603288501501083,
0.00985050667077303,
-0.004211616236716509,
-0.002411535242572427,
-0.018132587894797325,
0.005207526963204145,
-0.029614850878715515,
0.02331913262605667,
0.02309243567287922,
-0.001553211361169815,
-0.028984310105443,
0.019225087016820908,
0.003943881951272488,
-0.0012010415084660053,
-0.0006571405101567507,
-0.0014435811899602413,
0.008039629086852074,
-0.01144134160131216,
-0.0008539098780602217,
0.014117618091404438,
-0.007134137209504843,
-0.0032910460140556097,
0.005291767884045839,
0.0405554324388504,
0.004778770729899406,
0.025726256892085075,
0.023339372128248215,
0.016346264630556107,
0.03993898630142212,
-0.007762276101857424,
-0.01097057480365038,
0.00388918723911047,
-0.0160926952958107,
-0.015577509999275208,
0.001634745392948389,
0.0039978353306651115,
-0.01570562645792961,
0.0018244485836476088,
-0.009232172742486,
0.016276884824037552,
0.011364003643393517,
-0.0006107061635702848,
-0.016339249908924103,
-0.005053423810750246,
0.0037162306252866983,
0.0014453856274485588,
-0.020744822919368744,
0.011799786239862442,
0.010292289778590202,
-0.00003144330548821017,
-0.017431598156690598,
0.04261128604412079,
0.00403374619781971,
0.0057625980116426945,
0.0050520277582108974,
0.012084314599633217,
-0.011819394305348396,
-0.009979457594454288,
-0.039293691515922546,
0.03986837714910507,
-0.014936445280909538,
0.0024914138484746218,
0.009652918204665184,
-0.01914217323064804,
-0.0015064454637467861,
0.004836444742977619,
0.0009929034858942032,
-0.00011082374840043485,
-0.018247220665216446,
0.020929677411913872,
0.00592977087944746,
-0.0040214890614151955,
-0.0018752764444798231,
0.007536983583122492,
-0.022241272032260895,
0.023320304229855537,
-0.006922800559550524,
0.010947756469249725,
0.005444321781396866,
0.000998680479824543,
0.0030131940729916096,
0.008800012990832329,
-0.007219540420919657,
0.012375889346003532,
0.019524194300174713,
0.0024777576327323914,
-0.013795396313071251,
0.0005426035495474935,
-0.013311991468071938,
0.00218770420178771,
-0.08195701241493225,
-0.0019634468480944633,
-0.0035082523245364428,
-0.009344941936433315,
0.0018253247253596783,
0.011290401220321655,
-0.002085281303152442,
0.002471059327945113,
-0.002457857597619295,
0.001423967070877552,
-0.00782817043364048,
0.01273632887750864,
-0.008333085104823112,
-0.006002220790833235,
0.0103955352678895,
-0.009062345139682293,
0.00592526700347662,
0.005018370226025581,
-0.020149843767285347,
0.005838659126311541,
-0.005650337785482407,
-0.033801596611738205,
0.009018986485898495,
-0.02346867322921753,
0.0027847462333738804,
-0.006242819130420685,
0.0145151661708951,
0.012752682901918888,
0.0019344004103913903,
0.008929843083024025,
-0.016229618340730667,
-0.008102336898446083,
0.0012551108375191689,
-0.0026084044948220253,
0.03307154029607773,
0.003535224124789238,
-0.013576746918261051,
0.010397079400718212,
0.001133412471972406,
-0.007901221513748169,
0.004312681034207344,
-0.004421754740178585,
-0.0031336722895503044,
-0.006447081919759512,
0.006160084158182144,
-0.008352421224117279,
-0.013285372406244278,
-0.017634756863117218,
0.002420594682916999,
-0.011008252389729023,
0.01373954676091671,
-0.017874395474791527,
0.013591250404715538,
-0.0012917114654555917,
-0.004930291324853897,
-0.0027154688723385334,
0.01000446267426014,
-0.00020807189866900444,
-0.01956379972398281,
-0.00039486365858465433,
-0.008836443535983562,
-0.0033480741549283266,
-0.03743579983711243,
0.017948869615793228,
0.00296477391384542,
-0.023162376135587692,
-0.0006629015551880002,
-0.007325592916458845,
-0.002231000689789653,
-0.009694768115878105,
0.002516672248020768,
-0.019401907920837402,
-0.00044005271047353745,
-0.005218304693698883,
0.015604853630065918,
-0.015748735517263412,
-0.01443021185696125,
0.004801571369171143,
0.02699754387140274,
0.010137432254850864,
-0.003150846343487501,
0.007041028700768948,
0.003080597147345543,
0.0015338636003434658,
-0.021122360602021217,
-0.013776607811450958,
0.0016470260452479124,
-0.0013110411819070578,
0.014554795809090137,
-0.010713350027799606,
-0.007527478039264679,
0.025941144675016403,
-0.006844422779977322,
0.001578700728714466,
-0.007806582376360893,
0.007745377719402313,
-0.016312703490257263,
0.0073052458465099335,
-0.012684265151619911,
0.005772226955741644,
0.022262264043092728,
0.011508684605360031,
-0.0020749676041305065,
-0.012464050203561783,
-0.019905705004930496,
0.011401022784411907,
0.0013565937988460064,
0.012279707938432693,
0.00760242622345686,
-0.016887284815311432,
0.012298980727791786,
-0.006467560306191444,
-0.010797500610351562,
0.0028851355891674757,
0.006598321720957756,
-0.015368779189884663,
-0.02354855090379715,
0.007829360663890839,
0.0732785165309906,
0.00008817901834845543,
0.005636780522763729,
-0.016657432541251183,
-0.0006333533674478531,
0.005211479030549526,
-0.006766003556549549,
-0.00870590005069971,
0.00783936120569706,
-0.016523070633411407,
0.010273273102939129,
-0.01947420835494995,
0.0006108351517468691,
0.009051406756043434,
-0.007196034304797649,
-0.006399042438715696,
0.010641726665198803,
0.0091274818405509,
0.00837284792214632,
-0.010267285630106926,
-0.02351612225174904,
0.012693498283624649,
0.00174635776784271,
0.03159426897764206,
0.008378630504012108,
-0.007696798071265221,
-0.02376084215939045,
-0.011053457856178284,
0.009903882630169392,
-0.0005159145221114159,
-0.010600719600915909,
-0.00704920943826437,
-0.0014506014995276928,
0.024455994367599487,
0.001662307302467525,
0.00635669706389308,
-0.018832482397556305,
-0.03149816393852234,
0.0017589596100151539,
-0.0020681344904005527,
0.011906093917787075,
-0.011158432811498642,
-0.0026751451659947634,
0.000355734140612185,
-0.016013534739613533,
0.004758879076689482,
-0.003732467070221901,
-0.0010401837062090635,
-0.011459140107035637,
0.010827048681676388,
0.009486742317676544,
-0.00959252193570137,
0.010169051587581635,
0.004613615572452545,
0.009665627963840961,
-0.030729712918400764,
-0.008685173466801643,
-0.00022064079530537128,
0.004548816476017237,
0.027065329253673553,
0.0084846131503582,
-0.0008864747360348701,
0.022380707785487175,
-0.0012829599436372519,
-0.030300211161375046,
-0.017464328557252884,
-0.01407461054623127,
-0.017433928325772285,
-0.002481987699866295,
0.010407410562038422,
0.011481497436761856,
0.005158525425940752,
0.008424735628068447,
-0.005021488759666681,
-0.01724260300397873,
-0.019177647307515144,
-0.02616439387202263,
-0.0029696498531848192,
0.005401453468948603,
0.014663400128483772,
0.006693640723824501,
-0.021409187465906143,
0.0032799988985061646,
-0.0005790076684206724,
0.009019175544381142,
0.005123427137732506,
-0.009226476773619652,
-0.0754014104604721,
-0.018489744514226913,
0.017873674631118774,
-0.009604649618268013,
-0.003204899374395609,
0.015237557701766491,
-0.023030422627925873,
-0.007697484456002712,
0.009407867677509785,
-0.007819423452019691,
-0.007641626521945,
0.014080449007451534,
-0.019059348851442337,
-0.008794644847512245,
0.008880646899342537,
0.0063964854925870895,
0.007434170227497816,
-0.0005511901108548045,
-0.0045050084590911865,
0.017206599935889244,
0.00997999683022499,
-0.004267523996531963,
0.000538430642336607,
0.00148485298268497,
-0.002234863117337227,
-0.08216710388660431,
0.013725325465202332,
-0.005518889985978603,
0.02135196328163147,
0.0013914252631366253,
0.0037566786631941795,
0.008689751848578453,
-0.004586207680404186,
0.000825393246486783,
-0.014372446574270725,
-0.0021807514131069183,
-0.0213592741638422,
-0.00303817680105567,
-0.007888389751315117,
-0.002578357933089137,
0.0009872966911643744,
0.018597764894366264,
0.0009721540845930576,
-0.0028508042450994253,
0.009780067950487137,
0.006904697045683861,
-0.014435580931603909,
-0.0023273294791579247,
-0.0002950984053313732,
-0.005947008263319731,
-0.012677284888923168,
-0.007341882213950157,
0.004505577497184277,
-0.007634145673364401,
0.00929848663508892,
0.019459500908851624,
0.006966541521251202,
-0.021227294579148293,
-0.006647867150604725,
-0.020456301048398018,
-0.010878329165279865,
-0.02968961000442505,
-0.035082265734672546,
-0.0016458341851830482,
0.007107099983841181,
-0.010195814073085785,
-0.015238265506923199,
0.022926757112145424,
0.0017794296145439148,
0.004361666273325682,
-0.011420221999287605,
0.000007746857590973377,
-0.006725884974002838,
0.005746244452893734,
-0.01209811121225357,
0.007081350311636925,
-0.0019144238904118538,
0.011942492797970772,
-0.01949469745159149,
-0.0014465530402958393,
-0.00480505358427763,
-0.004463853780180216,
0.007832313887774944,
-0.012437650002539158,
-0.001332634361460805,
-0.006400956306606531,
-0.00674151536077261,
-0.012101983651518822,
0.07176820188760757,
-0.01396925188601017,
0.0062683396972715855,
0.018534380942583084,
-0.007487684488296509,
-0.00791405700147152,
0.008357164449989796,
-0.020813411101698875,
0.0017784798983484507,
-0.0046204933896660805,
0.005192919634282589,
-0.000343858206178993,
0.007683248724788427,
0.004037745296955109,
-0.015130777843296528,
0.0012958531733602285,
-0.024383544921875,
0.02948145568370819,
0.008215649053454399,
-0.015771988779306412,
0.010126935318112373,
-0.007923973724246025,
-0.036264292895793915,
0.012503856793045998,
0.002035483717918396,
-0.01341855339705944,
-0.02474595420062542,
0.002525824122130871,
0.0034348908811807632,
-0.002172784646973014,
-0.012272432446479797,
0.004672661889344454,
0.007044118829071522,
0.004901060834527016,
0.014818926341831684,
0.003074697218835354,
0.003655696287751198,
0.0019693351350724697,
-0.01779758557677269,
0.0076284161768853664,
0.006227663718163967,
0.0003465162590146065,
0.015873253345489502,
-0.0022208085283637047,
-0.010192383080720901,
-0.009541302919387817,
-0.018472550436854362,
0.00426814891397953,
-0.01767614670097828,
0.01080995798110962,
-0.01713407412171364,
0.0004521457012742758,
-0.003509835572913289,
-0.0013062907382845879,
-0.01688428595662117,
-0.0005535852396860719,
0.013888920657336712,
0.010690273717045784,
-0.008899986743927002,
-0.020684264600276947,
-0.018403630703687668,
-0.003360966220498085,
-0.003938436508178711,
0.005454669706523418,
0.008231764659285545,
0.00954242143779993,
0.012953735888004303,
-0.015636105090379715,
-0.0000845755566842854,
0.0077471002005040646,
-0.007375985383987427,
0.015821274369955063,
0.004062684718519449,
0.0005576371331699193,
-0.014504156075417995,
0.027181018143892288,
0.001103854039683938,
-0.028881698846817017,
0.01894235610961914,
0.004290021024644375,
-0.01543657947331667,
0.014432180672883987,
0.0005415906198322773,
-0.01631220057606697,
0.013559183105826378,
0.00009699864313006401,
-0.0159990806132555,
0.017605848610401154,
-0.011922819539904594,
0.0020257974974811077,
0.02687504142522812,
-0.007784581743180752,
-0.0009666905971243978,
-0.0010010539554059505,
0.0064422572031617165,
0.03397221118211746,
0.013105163350701332,
0.0070046023465693,
0.012166437692940235,
-0.012556579895317554,
-0.017341041937470436,
-0.017989376559853554,
-0.00389692559838295,
0.029955074191093445,
0.004063642583787441,
0.017447281628847122,
-0.0003835033858194947,
0.019460277631878853,
-0.014251092448830605,
-0.00007973052561283112,
-0.008449730463325977,
0.017467770725488663,
0.020423611626029015,
-0.020848069339990616,
0.005392321385443211,
-0.029391314834356308,
-0.005460576619952917,
0.008907007053494453,
0.008587679825723171,
-0.013052616268396378,
0.0038715482223778963,
0.007566646672785282,
-0.008411377668380737,
0.007753097917884588,
-0.001035559456795454,
-0.016829755157232285,
-0.02002616412937641,
0.014026005752384663,
0.007888711988925934,
0.024528399109840393,
0.000016325153410434723,
-0.01549309492111206,
0.01071386132389307,
0.01955481246113777,
0.009813247248530388,
-0.020352380350232124,
0.003486897796392441,
0.007479927036911249,
-0.015189546160399914,
0.02183806709945202,
0.013018444180488586,
0.005634014960378408,
-0.00039861470577307045,
-0.01356202270835638,
0.006754730362445116,
-0.006171954795718193,
0.02177347242832184,
0.011786246672272682,
0.012969421222805977,
-0.004542259499430656,
-0.016773469746112823,
-0.008822306990623474,
0.0003730140160769224,
-0.003345534671097994,
-0.012264802120625973,
0.00789589248597622,
0.005459305830299854,
0.0077132126316428185,
-0.011009992100298405,
0.0047188508324325085,
-0.012367290444672108,
-0.001953873783349991,
0.012492496520280838,
0.01245878916233778,
0.005181879736483097,
-0.018726998940110207,
-0.001988152042031288,
0.0027286692056804895,
-0.017529014497995377,
-0.0006430838257074356,
-0.006735110655426979,
-0.02968594804406166,
0.020098010078072548,
0.017944764345884323,
-0.01832309365272522,
0.0018835784867405891,
-0.005304996389895678,
0.020267557352781296,
-0.011827925220131874,
0.025103893131017685,
-0.006901032291352749,
-0.011339617893099785,
-0.022835150361061096,
-0.004687420092523098,
-0.0222009364515543,
0.012614315375685692,
-0.007744727656245232,
-0.023692775517702103,
0.013085974380373955,
0.021577220410108566,
-0.025167707353830338,
-0.0001285686157643795,
-0.018903736025094986,
-0.02729063294827938,
-0.0045527066104114056,
-0.015817686915397644,
-0.00252553541213274,
-0.006074406672269106,
-0.01635511964559555,
0.002133239060640335,
0.007528829388320446,
-0.0053429980762302876
] | [
0.2752196192741394,
0.1878909319639206,
0.3870009481906891,
0.5363476276397705,
-0.15753045678138733,
0.7068479657173157,
0.1978253573179245,
-0.05880831927061081,
-0.1894020289182663,
-0.03186430037021637,
-0.16072697937488556,
0.5505207180976868,
0.019299263134598732,
-0.11871812492609024,
0.15296320617198944,
0.7126848697662354,
0.4008609652519226,
0.36536890268325806,
-0.2506789267063141,
-0.035018350929021835,
-0.4513916075229645,
-0.36424538493156433,
0.6979596018791199,
-0.24791431427001953,
-0.0581403523683548,
0.13044960796833038,
0.502497136592865,
-0.23143558204174042,
-0.7747771739959717,
-0.13650161027908325,
0.044565945863723755,
0.6598320603370667,
-0.12234365195035934,
-0.13217806816101074,
-0.11773329973220825,
-0.3104722201824188,
-0.11538521945476532,
-0.35178831219673157,
0.07642189413309097,
0.07641509175300598,
0.14183899760246277,
-0.12783849239349365,
-0.3283112645149231,
0.5795034766197205,
-0.18462331593036652,
-0.30370864272117615,
-1.0589344501495361,
0.3671722114086151,
-0.2942197620868683,
0.12462744116783142,
-0.14942152798175812,
0.21933698654174805,
0.07477784901857376,
0.8747050166130066,
-0.2843446731567383,
0.5806943774223328,
-0.20659774541854858,
-0.4293234050273895,
-0.08079227805137634,
-0.6407126188278198,
0.8106595873832703,
0.16710829734802246,
0.38773614168167114,
0.262439489364624,
-0.010807637125253677,
0.09524635225534439,
0.0689813569188118,
0.2848452031612396,
-0.33681344985961914,
-0.1756707727909088,
-0.15626482665538788,
-0.41847848892211914,
-0.43401631712913513,
0.2067219465970993,
-0.3102929890155792,
-0.024592984467744827,
0.10277008265256882,
-0.050126031041145325,
0.14382848143577576,
-0.5525764226913452,
-0.029409287497401237,
0.17964975535869598,
0.5712704658508301,
-0.20576657354831696,
0.3124619722366333,
0.2660542130470276,
0.16496329009532928,
0.2592037320137024,
0.23366709053516388,
0.026732148602604866,
-0.5100144147872925,
-0.0947875902056694,
0.350805401802063,
0.6898021697998047,
0.24145916104316711,
-0.044109467417001724,
0.10436298698186874,
-0.325472891330719,
-0.013731812126934528,
-0.04361267015337944,
0.3511750102043152,
0.03761053457856178,
0.02007300592958927,
0.2633046507835388,
-0.21169531345367432,
-0.16699464619159698,
-0.055513646453619,
-0.754919707775116,
0.10830418765544891,
0.3377908766269684,
-0.21249255537986755,
0.031017746776342392,
-0.09518329799175262,
-0.3177170157432556,
-0.06978193670511246,
-0.07796446979045868,
-0.1624486744403839,
-0.21508073806762695,
0.16597583889961243,
0.17497962713241577,
-0.16995368897914886,
0.10298636555671692,
-0.038282860070466995,
-0.5170320868492126,
0.23816199600696564,
0.2259727120399475,
0.17255054414272308,
0.2887665927410126,
-0.6375307440757751,
0.5587605237960815,
0.6293872594833374,
0.059071049094200134,
-0.3611277937889099,
0.07900812476873398,
-0.3576308786869049,
-0.6492968201637268,
0.3383791148662567,
-0.0007256708340719342,
0.10011542588472366,
0.119895339012146,
-0.18188631534576416,
-0.7026737332344055,
-0.47338977456092834,
-0.3253024220466614,
0.1646365225315094,
-0.2549782991409302,
0.4047773480415344,
0.19412054121494293,
-0.8122191429138184,
-0.06967425346374512,
-0.44117629528045654,
0.22402775287628174,
-0.2220131754875183,
-0.38912177085876465,
0.45247963070869446,
0.6911238431930542,
-0.8553686141967773,
-0.2908806800842285,
-0.09091838449239731,
-0.3175629675388336,
0.010275217704474926,
0.2873336374759674,
-0.43898946046829224,
-0.1446816325187683,
-0.2809114158153534,
-0.1862039417028427,
0.05480760335922241,
0.8050607442855835,
0.011586863547563553,
0.1770939826965332,
-0.10228250175714493,
-0.2698335349559784,
0.07431386411190033,
-0.17927949130535126,
-0.7086865901947021,
0.4180649220943451,
0.9626529216766357,
0.2839239835739136,
0.36930230259895325,
0.36646175384521484,
-0.700461745262146,
0.11037895828485489,
0.13837285339832306,
-0.14245767891407013,
0.3100728690624237,
-0.411982923746109,
0.5966343879699707,
-0.2064046561717987,
-0.34979262948036194,
-0.08348428457975388,
0.18645383417606354,
-0.665629506111145,
0.3202860951423645,
-0.4081011414527893,
1.1896146535873413,
-0.41862601041793823,
-0.3291647732257843,
0.8283675909042358,
0.07573185116052628,
-0.15411239862442017,
-0.459685355424881,
0.17115803062915802,
0.7638221979141235,
-0.28070777654647827,
-0.48487845063209534,
-0.01547759585082531,
-0.21488140523433685,
-0.10639985650777817,
-0.5134309530258179,
0.23713931441307068,
0.12641584873199463,
-0.5231074094772339,
-0.21228641271591187,
-0.1322992742061615,
-0.4062962234020233,
0.30426761507987976,
0.2031586617231369,
0.4393538236618042,
0.06609180569648743,
0.23638734221458435,
0.8137131929397583,
-0.16921637952327728,
0.262771874666214,
0.41417962312698364,
-0.13605304062366486,
0.26289287209510803,
0.546018660068512,
0.7966595888137817,
0.27575504779815674,
-0.5740259885787964,
0.36536455154418945,
-0.0019850546959787607,
0.13922421634197235,
-0.6012024879455566,
-0.19480706751346588,
0.36012762784957886,
0.17073261737823486,
-0.11973410099744797,
-0.40225523710250854,
0.10177822411060333,
-0.32809561491012573,
0.17509940266609192,
-0.18649925291538239,
0.39465779066085815,
-0.1239430382847786,
-0.6713394522666931,
-0.3469654619693756,
0.5421104431152344,
-0.22865264117717743,
0.18746504187583923,
0.06810867041349411,
0.1267606019973755,
0.007550929673016071,
0.2673855721950531,
0.18236549198627472,
-0.186366006731987,
0.5030087232589722,
-0.33957427740097046,
0.34291383624076843,
-0.1816101223230362,
0.2869429886341095,
0.12559549510478973,
-0.08962063491344452,
0.00516409520059824,
0.011915993876755238,
-0.9447612762451172,
-0.8825744986534119,
-0.30304285883903503,
-0.12573835253715515,
0.8104493021965027,
0.14973333477973938,
0.4704897999763489,
-0.3479544520378113,
0.5438883304595947,
0.3149576485157013,
0.04132789373397827,
0.1756560206413269,
0.5360453724861145,
-0.48747920989990234,
-0.009112022817134857,
-0.06840232759714127,
0.025085335597395897,
0.6980424523353577,
-0.44465571641921997,
0.20328502357006073,
-0.2605855166912079,
-0.33332547545433044,
-0.6018362641334534,
-0.271272212266922,
0.05401986464858055,
0.11129005253314972,
0.1549791693687439,
0.23284094035625458,
-0.38708847761154175,
0.5029385685920715,
0.08167272806167603,
-0.06130649149417877,
0.11836660653352737,
0.4996599853038788,
0.5126795768737793,
0.00255444273352623,
0.23269779980182648,
-0.3776322305202484,
-0.008565494790673256,
0.57919842004776,
-0.21062195301055908,
-0.1390104442834854,
-0.018420936539769173,
-6.203113079071045,
0.053583402186632156,
-0.5656664967536926,
-0.1585889607667923,
-0.09046389907598495,
0.403325617313385,
0.8100128173828125,
-0.17535383999347687,
-0.049322132021188736,
0.0696304515004158,
0.05584964528679848,
0.3753249943256378,
-0.3155711889266968,
0.5900014638900757,
0.12246344983577728,
0.5824788808822632,
0.5447919368743896,
0.3179153800010681,
-0.14996665716171265,
-0.11131282150745392,
0.04203192889690399,
-0.9409354329109192,
0.08901303261518478,
0.36258071660995483,
0.21302171051502228,
-0.14378589391708374,
-0.35668301582336426,
-0.12873917818069458,
0.2437618374824524,
0.33863237500190735,
-0.04923604801297188,
-0.16475941240787506,
-0.6850809454917908,
-0.149845689535141,
0.6737694144248962,
0.3975559175014496,
0.14178171753883362,
0.04631372168660164,
0.4359900951385498,
0.015718888491392136,
-0.17212271690368652,
0.4010695517063141,
0.7135633230209351,
-0.356628954410553,
0.18823687732219696,
-0.03151799738407135,
-0.4334041476249695,
0.0325942225754261,
-0.4357756972312927,
0.2202480584383011,
0.018881600350141525,
0.02326648123562336,
0.45074015855789185,
0.2712799906730652,
0.2147226184606552,
-0.043168216943740845,
0.2485182136297226,
0.35425350069999695,
-0.18903829157352448,
0.08755061030387878,
0.1441972851753235,
0.013390711508691311,
-0.4231143593788147,
-0.7476997375488281,
-0.45402392745018005,
0.04606278985738754,
-0.6260591149330139,
-0.323667973279953,
-0.17817163467407227,
0.2077166736125946,
-0.7599244117736816,
0.1253102570772171,
0.14673292636871338,
-0.7211592793464661,
0.309748113155365,
-0.4813733994960785,
0.10160591453313828,
0.29818958044052124,
-0.18374811112880707,
0.14227807521820068,
-0.19879168272018433,
-0.06372547149658203,
-0.05445525795221329,
-0.44863057136535645,
-0.1067938357591629,
-0.5533316135406494,
-0.2690877914428711,
0.1465209275484085,
0.2658437490463257,
0.015599981881678104,
0.6189761161804199,
-0.2586054503917694,
0.22054170072078705,
0.1785578429698944,
0.191891148686409,
0.07636167854070663,
0.11873598396778107,
0.2504958212375641,
0.35894855856895447,
-0.3309711515903473,
0.48255133628845215,
0.13199855387210846,
-0.0985526591539383,
-0.4731126129627228,
-0.43460509181022644,
0.25517958402633667,
-0.4635523855686188,
0.06389661133289337,
0.656008243560791,
-0.14867949485778809,
-0.28705620765686035,
-0.18083037436008453,
-0.15290173888206482,
-0.23196075856685638,
0.25241124629974365,
0.3917703926563263,
-0.1002463549375534,
-0.010549881495535374,
0.5351812839508057,
0.019820133224129677,
0.29870450496673584,
0.1344573050737381,
-0.4686329662799835,
-0.02235443890094757,
0.17859028279781342,
0.1881019026041031,
-0.15761211514472961,
0.2388649880886078,
-0.5521342158317566,
0.18889211118221283,
0.3665248453617096,
0.48093658685684204,
0.04427282512187958,
0.3095606863498688,
0.0334414541721344,
-0.16594606637954712,
-0.09180179983377457,
0.12141034752130508,
0.06440950930118561,
-0.32616564631462097,
0.03476826846599579,
-0.09162919968366623,
0.27924925088882446,
-0.0926942229270935,
0.0924527570605278,
-0.12200124561786652,
-0.09396303445100784,
-0.30525895953178406,
-0.05761139467358589,
-0.21657270193099976,
0.09945619106292725,
-0.9268083572387695,
-0.08863379061222076,
0.4172980487346649,
0.08242752403020859,
-0.1738966852426529,
0.31705552339553833,
0.25474485754966736,
-0.5520583987236023,
-0.7857252955436707,
0.5397788882255554,
-0.07303895801305771,
-1.1034352779388428,
0.09122185409069061,
0.13133110105991364,
0.1616239994764328,
-0.18445147573947906,
-0.28986579179763794,
0.44019079208374023,
0.6884208917617798,
0.33966967463493347,
-0.4235040545463562,
-0.5091086030006409,
-0.2807224988937378,
0.12139914184808731,
-0.15568771958351135,
-0.0008532271604053676,
-0.3175692558288574,
-0.05359182134270668,
-0.02680242992937565,
-0.3097870349884033,
-0.14413587749004364,
-0.1456339955329895,
-0.2680871784687042,
0.53444904088974,
-0.19948144257068634,
0.13134731352329254,
0.2572557330131531,
0.47653719782829285,
-0.2257407158613205,
0.3551151156425476,
0.40398505330085754,
-0.13899852335453033,
-0.01461069192737341,
-0.3388683497905731,
-0.353861004114151,
0.26758185029029846,
0.45541977882385254,
-0.5933769941329956,
0.1972711682319641,
-0.1858687400817871,
-0.13142681121826172,
-0.28419530391693115,
-0.08924348652362823,
0.3065272271633148,
-0.13277307152748108,
-0.08364790678024292,
-0.02939358539879322,
-0.3421175181865692,
0.024678414687514305,
-0.9994651675224304,
-0.3305555284023285,
-0.4681719243526459,
-0.01977561227977276,
-0.5753063559532166,
0.6166421175003052,
-0.08396764099597931,
-0.6435737013816833,
-0.5476813316345215,
0.4859694242477417,
-0.38665473461151123,
-0.1290334165096283,
-0.6073135733604431,
-0.30429568886756897,
-0.03740302100777626,
0.2408650815486908,
0.04993673786520958,
-0.4970274269580841,
-0.19341136515140533,
0.02852937951683998,
-0.573538601398468,
-0.12673988938331604,
0.2697243392467499,
0.1829245239496231,
0.16161705553531647,
-0.2574158012866974,
-0.2985169291496277,
0.35231804847717285,
-0.34464016556739807,
0.049865610897541046,
-0.07302889227867126,
0.327804297208786,
0.2585739493370056,
0.05142024904489517,
0.052299223840236664,
0.2941192090511322,
-0.30124548077583313,
-0.29176411032676697,
-0.1467575877904892,
0.08301102370023727,
-0.23053890466690063,
-0.34007301926612854,
-0.09124574065208435,
0.21181537210941315,
0.30796971917152405,
0.024486644193530083,
-0.3385850489139557,
-0.3146021366119385,
0.4368417263031006,
0.22191518545150757,
-0.30214276909828186,
-0.17531295120716095,
-0.08849380910396576,
-0.109048031270504,
-0.17820048332214355,
0.15424691140651703,
-0.07682998478412628,
-0.5547220706939697,
0.26670992374420166,
-0.0784807875752449,
0.5108191967010498,
0.3717142939567566,
0.32768869400024414,
0.42228469252586365,
0.15330958366394043,
-0.04823547974228859,
-0.18771009147167206,
0.17608436942100525,
0.26516368985176086,
-0.07000285387039185,
-0.1699235588312149,
0.07496148347854614,
0.033849310129880905,
-0.030082082375884056,
0.2548910677433014,
-0.13487608730793,
0.1387915462255478,
-0.12687215209007263,
-0.27953818440437317,
-0.1146741732954979,
-0.299134224653244,
0.20881052315235138,
-0.352624773979187,
0.19082093238830566,
-0.1658819615840912,
0.12201818823814392,
0.9610080122947693,
0.5576091408729553,
-0.6990692019462585,
0.014579552225768566,
-0.17439621686935425,
0.30675530433654785,
0.869592547416687,
-0.587466835975647,
-0.01852409541606903,
0.15048262476921082,
0.23710191249847412,
-0.22505593299865723,
0.33824971318244934,
0.12586234509944916,
0.13992446660995483,
-0.1998775750398636,
0.46590864658355713,
0.9124836325645447,
-0.3305266499519348,
-0.30109691619873047,
-0.25284862518310547,
-0.288376122713089,
0.3454062044620514,
0.6350643038749695,
-0.08873888105154037,
0.6239385008811951,
0.1881341189146042,
-0.33288782835006714,
0.1540815830230713,
0.1573193371295929,
-0.014476928859949112,
-0.12185371667146683,
0.2941906452178955,
0.7476664185523987,
0.24086691439151764,
0.1918715387582779,
-0.2865968346595764,
0.25182294845581055,
0.11001703143119812,
0.2276168316602707,
-0.0452033206820488,
-0.4685128629207611,
-0.5328879952430725,
0.12561483681201935,
0.4125182628631592,
0.11439482122659683,
-0.21669317781925201,
-0.18345212936401367,
-0.11107262969017029,
0.654794454574585,
-0.09273702651262283,
-0.11872061342000961,
-0.22204548120498657,
0.32855740189552307,
0.5284976363182068,
0.040174901485443115,
0.05607353895902634,
0.21070271730422974,
-0.32454392313957214,
-0.5340934991836548,
0.07171371579170227,
-0.06180616468191147,
-0.9238028526306152,
0.07978036254644394,
0.30874451994895935,
0.5328696966171265,
0.288522332906723,
-0.3246379494667053,
0.1869039088487625,
0.1371009796857834,
0.4602995216846466,
0.3697425425052643,
-0.11701040714979172,
0.040290962904691696,
-0.2914867401123047,
0.42418304085731506,
-0.5012364387512207,
-0.06421241164207458,
0.14952269196510315,
-0.4215468764305115,
0.07053405791521072,
-0.0185456071048975,
-0.10012327879667282,
0.5029932260513306,
-0.327218234539032,
-0.036818549036979675,
0.02310727722942829,
-0.5956647396087646,
-0.3417966067790985,
0.21843378245830536,
-0.2653101980686188,
0.12555038928985596,
0.2507992088794708,
0.13875402510166168,
0.1684073805809021,
-0.3763284683227539,
-0.5299678444862366,
0.31756293773651123,
-0.6397114992141724,
-0.5939913988113403,
-0.17613111436367035,
0.174626886844635,
0.2792838215827942,
-0.03026711940765381,
0.21669448912143707,
-0.03278662636876106,
-0.4160865247249603,
0.20279806852340698,
-0.2453896850347519,
0.17281341552734375,
-0.41719377040863037,
-0.051395710557699203,
0.07075034081935883,
-0.1729917675256729,
0.3141215741634369,
-0.13454611599445343,
-0.28488868474960327,
0.03260005638003349,
0.029154572635889053,
0.3104516863822937,
1.186447262763977,
-0.4117906987667084,
0.35841256380081177,
-0.34285345673561096,
0.06339800357818604,
-0.2531965374946594,
0.22188706696033478,
0.1463077813386917,
0.2678356170654297,
0.38706299662590027,
0.3807416260242462,
-0.27838101983070374,
-0.6751381754875183,
0.7271884083747864,
-0.2620827257633209,
-0.34595340490341187,
-0.4657806158065796,
0.30789563059806824,
-0.12932193279266357,
-0.11529207229614258,
0.4569973647594452,
-0.20665651559829712,
-0.19633585214614868,
-0.3372616767883301,
-0.17505678534507751,
-0.45538491010665894,
-0.33983179926872253,
0.04393240809440613,
0.04251667857170105,
0.4580604135990143,
0.15158064663410187,
-0.16671010851860046,
-0.20629936456680298,
0.13284513354301453,
-0.07943397015333176,
-0.12181675434112549,
-0.357451856136322,
0.045680079609155655,
-0.027562078088521957,
-0.3754156529903412,
0.05894150212407112,
-0.6105061769485474,
0.27458301186561584,
0.017083648592233658
] |
Department of BioMechanical Engineering, Faculty of Mechanical, Maritime and Materials Engineering, Delft University of Technology, Mekelweg 2, 2628 CD Delft, The Netherlands Centre for Transport Studies, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands c TNO Human Factors, Kampweg 5, 3769 DE Soesterberg, The Netherlands d Transportation Research Group, Civil, Maritime, Environmental Engineering and Science, Engineering and the Environment, University of Southampton, United Kingdom | [
-0.005293829832226038,
0.010000080801546574,
0.0020894878543913364,
-0.0016559233190491796,
0.0006019604625180364,
-0.011789045296609402,
0.0076515511609613895,
0.018000105395913124,
-0.007617737632244825,
-0.021586893126368523,
-0.0030857056844979525,
0.00801975466310978,
-0.026574041694402695,
-0.0011221622116863728,
-0.014766683802008629,
0.017780950292944908,
-0.020566491410136223,
0.011250006966292858,
0.011944346129894257,
-0.02388029173016548,
0.008799445815384388,
0.012061282061040401,
0.006501575466245413,
-0.0058672307059168816,
-0.0006531269755214453,
0.011906282976269722,
0.00319513026624918,
0.0024688353296369314,
0.013635396957397461,
0.00870212446898222,
-0.017686787992715836,
0.01718718744814396,
-0.0024530943483114243,
0.010805247351527214,
-0.010946075432002544,
0.004594385623931885,
-0.009235681034624577,
0.005601887591183186,
0.013297506608068943,
-0.003581235185265541,
0.0020739086903631687,
-0.005773347802460194,
0.0043155718594789505,
-0.012939843349158764,
-0.009891485795378685,
0.00036814555642195046,
-0.012362831272184849,
-0.01230169553309679,
0.003965721465647221,
0.004390151239931583,
-0.00044309443910606205,
0.009115706197917461,
0.0004787985235452652,
0.016233103349804878,
-0.004950664006173611,
-0.03257576748728752,
0.01274880487471819,
-0.029571212828159332,
0.005710887257009745,
0.00013627667794935405,
-0.005590385757386684,
0.01671760156750679,
-0.007299982011318207,
-0.012048844248056412,
0.03750697150826454,
-0.0673217698931694,
0.011335469782352448,
0.019469859078526497,
-0.009659006260335445,
0.023358546197414398,
-0.007511700503528118,
0.007682038936764002,
0.004547058138996363,
-0.011504152789711952,
0.01340178307145834,
-0.008379853330552578,
-0.001468378584831953,
0.012227003462612629,
-0.006331031210720539,
-0.012391421012580395,
0.021236194297671318,
-0.013981781899929047,
0.0015187624376267195,
0.028279729187488556,
-0.001037877518683672,
0.008594251237809658,
-0.0022787335328757763,
0.004999544471502304,
-0.01308469008654356,
-0.012987862341105938,
0.024934787303209305,
0.014785087667405605,
0.0008436946664005518,
-0.025290409103035927,
-0.013206503354012966,
-0.015897121280431747,
-0.005092472769320011,
0.00039811557508073747,
0.0018751100869849324,
0.0056246137246489525,
-0.012334547005593777,
0.011991692706942558,
0.009654736146330833,
0.014956961385905743,
0.019727345556020737,
0.008666109293699265,
-0.02366235852241516,
0.04009254276752472,
-0.011491438373923302,
0.00558367557823658,
-0.01782872900366783,
0.033356912434101105,
-0.005217105615884066,
0.014552838169038296,
-0.01707511954009533,
-0.008180031552910805,
-0.0005303468205966055,
0.00010615082283038646,
0.0020379023626446724,
-0.011920440942049026,
0.025269048288464546,
-0.0010792756220325828,
-0.020741872489452362,
0.0016063196817412972,
0.010534973815083504,
0.013858012855052948,
-0.018350986763834953,
-0.005251886323094368,
0.021755149587988853,
0.0006627750117331743,
-0.004272408317774534,
0.006896362639963627,
0.026959840208292007,
0.010538794100284576,
-0.002572626806795597,
-0.0037995835300534964,
-0.01446555182337761,
-0.011289475485682487,
-0.012134458869695663,
0.0014065145514905453,
0.009169616736471653,
0.005485707428306341,
0.0053244950249791145,
0.0010234598303213716,
0.043682534247636795,
-0.016225801780819893,
-0.0028995785396546125,
0.001660921610891819,
-0.02105901576578617,
0.004852291662245989,
0.027213867753744125,
-0.005859232507646084,
-0.007911168970167637,
-0.006164513528347015,
-0.005116585176438093,
-0.006835825275629759,
-0.025544265285134315,
0.008614564314484596,
0.006583871319890022,
0.013247709721326828,
-0.013917981646955013,
0.007555508986115456,
0.014963803812861443,
0.007457450497895479,
0.01284835860133171,
-0.011552206240594387,
-0.025722302496433258,
-0.0003805321466643363,
0.00958232581615448,
0.00637173093855381,
-0.004441409837454557,
-0.005582991521805525,
-0.01797756738960743,
0.006199520081281662,
0.0006690823356620967,
0.0050072032026946545,
0.010293624363839626,
0.0026237559504806995,
-0.013312525115907192,
0.0672241821885109,
0.03225763142108917,
-0.006361038889735937,
0.015457701869308949,
-0.012627351097762585,
0.016765834763646126,
-0.008955718018114567,
0.046007659286260605,
-0.003394315717741847,
0.021385397762060165,
0.012414118275046349,
-0.0020157722756266594,
0.00859239511191845,
-0.014423040673136711,
-0.006996756419539452,
-0.015280621126294136,
0.0011367553379386663,
0.020993992686271667,
-0.007152570877224207,
-0.012035254389047623,
-0.01255117543041706,
0.01993776112794876,
-0.0013120872899889946,
-0.0356229767203331,
-0.01048586517572403,
-0.016500726342201233,
0.011942089535295963,
-0.0007056279573589563,
0.012716404162347317,
0.01681615598499775,
-0.0014331351267173886,
-0.023945115506649017,
-0.0017702920595183969,
0.0005278857424855232,
-0.00553404726088047,
0.016173571348190308,
0.014077415689826012,
-0.0057279374450445175,
0.03580369055271149,
0.006116894539445639,
-0.005934569984674454,
-0.014936557039618492,
0.018431928008794785,
-0.01847294718027115,
-0.004318248014897108,
-0.00010033886064775288,
0.0019125672988593578,
0.00916244089603424,
0.00644035404548049,
-0.0065835826098918915,
-0.0027896014507859945,
-0.0037558001931756735,
0.003804486710578203,
-0.010196303948760033,
0.024532876908779144,
0.013803807087242603,
-0.007736763916909695,
0.01081593707203865,
-0.0063201189041137695,
0.01857297495007515,
-0.007401973940432072,
-0.006282777525484562,
-0.024521393701434135,
0.03108215145766735,
-0.014055502600967884,
0.0007599354721605778,
0.0047265393659472466,
-0.0021730405278503895,
-0.012922598049044609,
-0.00011950832413276657,
0.020545683801174164,
0.007334428373724222,
-0.01927894726395607,
0.008547435514628887,
-0.01903591677546501,
0.02130144275724888,
0.023054370656609535,
0.00844323169440031,
-0.005216915626078844,
0.023637661710381508,
-0.0023204998578876257,
0.009075179696083069,
0.0043780007399618626,
0.015479790978133678,
0.008927655406296253,
0.005473307333886623,
-0.030364207923412323,
0.017650587484240532,
0.009278260171413422,
-0.0022710540797561407,
0.009537706151604652,
0.004834004212170839,
-0.011878940276801586,
0.011868877336382866,
-0.08239676058292389,
-0.01442695688456297,
0.013374615460634232,
-0.029709244146943092,
0.004439224023371935,
0.004710428416728973,
-0.02535472996532917,
0.0038632547948509455,
-0.0015377785312011838,
0.006146795582026243,
-0.0018347965087741613,
-0.0017697543371468782,
-0.01575496792793274,
0.0013050304260104895,
-0.000525543000549078,
-0.008843486197292805,
0.013489482924342155,
-0.006832263432443142,
0.003580512711778283,
-0.01220830250531435,
0.009238061495125294,
-0.01922573894262314,
-0.021589871495962143,
0.01235333364456892,
-0.0024498344864696264,
0.02035907655954361,
0.021868785843253136,
0.010738852433860302,
-0.016664274036884308,
0.020835472270846367,
-0.00419464660808444,
-0.00114536436740309,
0.006532206200063229,
-0.004117791075259447,
0.015651680529117584,
0.005289786029607058,
0.01485175546258688,
0.01425252016633749,
0.004224193748086691,
0.013916786760091782,
0.008804745972156525,
0.022897683084011078,
-0.007451130077242851,
-0.0201581884175539,
0.001400562934577465,
-0.024563008919358253,
-0.0022075828164815903,
-0.05055864155292511,
0.01750659942626953,
-0.004465027246624231,
0.03064461052417755,
-0.009594169445335865,
0.017956342548131943,
0.013645004481077194,
-0.004249113146215677,
-0.022930173203349113,
-0.02834346331655979,
0.012159549631178379,
0.0034889380913227797,
-0.00687241880223155,
0.021233586594462395,
-0.021406274288892746,
0.001146672642789781,
0.02612627111375332,
0.0009033899405039847,
-0.00876619853079319,
0.007218028884381056,
0.012219634838402271,
-0.003321519121527672,
-0.0010581999085843563,
-0.007561660371720791,
-0.006777758244425058,
-0.001123818219639361,
0.011396282352507114,
-0.0035488589201122522,
-0.01059446856379509,
-0.018265392631292343,
0.013719873502850533,
0.02124498225748539,
0.004968270193785429,
-0.005237495992332697,
0.002376618329435587,
-0.015441158786416054,
0.0035198871046304703,
-0.019581859931349754,
-0.012192564085125923,
0.004320648964494467,
0.004205209668725729,
-0.0062045385129749775,
-0.0028504501096904278,
-0.01689940132200718,
-0.0023252125829458237,
-0.022925326600670815,
-0.0007234318181872368,
-0.0039543029852211475,
-0.013809173367917538,
-0.00759912608191371,
-0.005062802694737911,
-0.02815229259431362,
0.0051691108383238316,
0.011846299283206463,
-0.0000669185901642777,
0.011110303923487663,
-0.006826653610914946,
0.011812107637524605,
0.014100403524935246,
-0.0019408027874305844,
0.05181218683719635,
0.004261714871972799,
0.0032519542146474123,
0.016221756115555763,
0.005443574860692024,
-0.013838468119502068,
0.00688265822827816,
0.010075892321765423,
0.011745993047952652,
-0.031776063144207,
-0.009170487523078918,
0.0733562707901001,
-0.0036978423595428467,
0.009648720733821392,
-0.007859411649405956,
0.009862016886472702,
0.00043604712118394673,
0.0106230853125453,
-0.0011085327714681625,
-0.004939652048051357,
0.005799422971904278,
0.010683480650186539,
-0.005121463444083929,
0.01668548211455345,
-0.0037958556786179543,
-0.0016660919645801187,
0.004759189207106829,
0.006061316467821598,
0.008068335242569447,
-0.004394198767840862,
-0.003733274294063449,
0.04830765351653099,
-0.0017384497914463282,
-0.008783946745097637,
-0.005080981645733118,
-0.007830701768398285,
-0.021228767931461334,
-0.0169356856495142,
-0.00624318839982152,
-0.007246105000376701,
0.001111161895096302,
0.01318015530705452,
0.004307745024561882,
-0.013244738802313805,
-0.01193282287567854,
0.02799908258020878,
0.04776426777243614,
0.008109530434012413,
-0.013778461143374443,
0.014307825826108456,
-0.0021793688647449017,
-0.015388086438179016,
-0.006490936502814293,
0.007703614421188831,
-0.0032886704429984093,
-0.019214406609535217,
0.017946705222129822,
0.0008593252277933061,
-0.004131339956074953,
-0.0038914771284908056,
0.021808423101902008,
-0.006358438637107611,
0.018669815734028816,
0.004606425762176514,
-0.009136666543781757,
0.015207874588668346,
-0.02613678015768528,
-0.012944229878485203,
0.011985640972852707,
-0.013087908737361431,
0.0032036402262747288,
0.0153380511328578,
0.022618819028139114,
-0.00046021502930670977,
-0.032641999423503876,
0.010941161774098873,
-0.0170586034655571,
0.003400136949494481,
-0.010353682562708855,
-0.014048526994884014,
0.006018852815032005,
0.007546728011220694,
-0.019542068243026733,
-0.01796080730855465,
0.011575951240956783,
0.018526913598179817,
-0.021410740911960602,
-0.011972503736615181,
-0.00043581603677012026,
0.019022488966584206,
0.004812620580196381,
0.005772741511464119,
-0.008206970058381557,
-0.013522275723516941,
0.011739280074834824,
-0.011418032459914684,
0.03128219023346901,
-0.002664005383849144,
-0.07506706565618515,
0.019091440364718437,
-0.00005077204332337715,
-0.0011270553804934025,
0.03155314922332764,
0.001363153918646276,
-0.015964750200510025,
0.015600550919771194,
0.04955480992794037,
-0.019893556833267212,
0.0004280910361558199,
0.0057362583465874195,
-0.005504838656634092,
-0.006214033346623182,
0.008359734900295734,
-0.01776871271431446,
-0.010786690749228,
0.016278652474284172,
-0.01445179246366024,
0.017363278195261955,
0.005451464094221592,
-0.02313215099275112,
-0.041071802377700806,
0.0024166980292648077,
-0.004226293880492449,
-0.08183448761701584,
0.005043904762715101,
-0.021620694547891617,
0.016065306961536407,
-0.01525105070322752,
-0.04021596908569336,
0.022607311606407166,
0.00334885879419744,
-0.017782039940357208,
-0.010269952937960625,
-0.02783408761024475,
0.017934996634721756,
-0.010567681863904,
-0.008191189728677273,
-0.02818308025598526,
-0.002586069516837597,
-0.01398447435349226,
0.004740595817565918,
-0.02069476991891861,
-0.009637892246246338,
-0.0086514288559556,
-0.010099397040903568,
-0.0009530061506666243,
-0.0021821213886141777,
-0.0016709391493350267,
0.002374310279265046,
-0.012534594163298607,
0.00536948349326849,
0.024874938651919365,
-0.0207117460668087,
-0.0037151610013097525,
-0.014579031616449356,
-0.017552169039845467,
-0.04784482717514038,
-0.00018947786884382367,
-0.01802017167210579,
0.02076508291065693,
-0.0005597679410129786,
-0.0003516529977787286,
-0.011151749640703201,
-0.003005807753652334,
0.01180722564458847,
0.008766393177211285,
0.011620323173701763,
-0.0037988738622516394,
-0.01660028100013733,
0.010624680668115616,
-0.004041293170303106,
0.028370622545480728,
0.002560156863182783,
-0.00009698398935142905,
-0.031513940542936325,
-0.005883950274437666,
0.00994347594678402,
-0.0461246594786644,
0.003660493530333042,
0.0021876879036426544,
-0.0006548612145707011,
-0.014736494980752468,
0.0035756581928581,
-0.0014643772738054395,
0.012889374978840351,
0.024543099105358124,
0.07250221073627472,
-0.034515131264925,
-0.0033134545665234327,
-0.0033251720014959574,
0.008617128245532513,
0.0060422648675739765,
0.022286977618932724,
-0.02050747349858284,
-0.008125720545649529,
0.012563648633658886,
0.003327935468405485,
-0.005153134930878878,
-0.009220317006111145,
0.009098045527935028,
0.008576811291277409,
-0.02388940006494522,
-0.005288308952003717,
0.005757854785770178,
-0.021455958485603333,
0.00988449901342392,
0.030939845368266106,
0.007046334911137819,
-0.02031266875565052,
0.006847208831459284,
0.003910982050001621,
0.005015038885176182,
0.0027586359065026045,
-0.008013847284018993,
0.024167612195014954,
0.0053792293183505535,
0.003681889967992902,
-0.010553962551057339,
0.006747580133378506,
-0.009610953740775585,
0.017347779124975204,
0.011389640159904957,
0.014881441369652748,
0.016793062910437584,
-0.014724954031407833,
-0.028836743906140327,
-0.03096265345811844,
0.0048976861871778965,
0.002815063577145338,
-0.0013959606876596808,
-0.00679723871871829,
0.004918463062494993,
0.0037693355698138475,
0.004025147296488285,
0.003146128496155143,
-0.0019762772135436535,
-0.0027697929181158543,
0.00962846353650093,
0.00878746248781681,
-0.002622427651658654,
0.002255799015983939,
0.03642840310931206,
0.0014791488647460938,
0.008407524786889553,
-0.005057289265096188,
0.008975723758339882,
0.02202906645834446,
0.0030920621939003468,
0.020904485136270523,
-0.001489118905737996,
0.011866549029946327,
-0.019395729526877403,
0.0004857369349338114,
-0.01799774542450905,
-0.0023764062207192183,
0.004017554689198732,
0.0011130813509225845,
0.006131039932370186,
-0.0005265323561616242,
0.025482600554823875,
-0.01173173077404499,
0.004644080530852079,
-0.011936829425394535,
-0.03800228238105774,
0.03711050748825073,
0.005859106779098511,
-0.015566779300570488,
-0.002260977867990732,
0.0037861596792936325,
0.01215337123721838,
-0.00733412429690361,
0.0023518549278378487,
-0.018992213532328606,
0.0004641239356715232,
0.0003181680222041905,
0.013441130518913269,
0.021067116409540176,
-0.008051345124840736,
0.002463720040395856,
0.008241330273449421,
0.005161436740309,
0.03399043530225754,
0.010554303415119648,
0.009883022867143154,
0.005352658685296774,
0.015912765637040138,
0.023210542276501656,
-0.028017479926347733,
-0.00021328132424969226,
-0.00808192789554596,
-0.017576485872268677,
-0.017056487500667572,
-0.015554788522422314,
0.008144526742398739,
0.013340280391275883,
0.03032386675477028,
-0.009171633049845695,
0.007572805508971214,
-0.030214831233024597,
0.027905220165848732,
-0.020461035892367363,
0.00412945169955492,
-0.01750774122774601,
-0.03939023241400719,
0.01097176130861044,
-0.012918949127197266,
0.003915837034583092,
-0.019588608294725418,
-0.017522450536489487,
0.019176604226231575,
-0.026899123564362526,
-0.002332580741494894,
-0.011166583746671677,
0.022770121693611145,
-0.011831209994852543,
0.008565686643123627,
0.01557148527354002,
-0.01428681518882513,
0.005316399037837982,
-0.009450241923332214,
0.001443534274585545,
-0.04854452982544899,
0.0077858841978013515,
-0.016090942546725273,
0.009966920129954815,
-0.025638407096266747,
-0.0032599593978375196,
-0.012468717992305756,
0.0036952027585357428,
-0.005723502021282911,
0.004957204218953848,
-0.00499385129660368,
0.006985601503401995,
0.0036723932716995478,
0.008213304914534092,
0.01761522889137268,
-0.012513015419244766,
0.009430070407688618,
-0.009532451629638672,
-0.004335053730756044,
0.019063731655478477,
0.008984174579381943,
0.009545921348035336,
-0.016249004751443863,
0.00015472153609152883,
-0.01461578719317913,
-0.009479818865656853,
0.025299469009041786,
0.00829914677888155,
-0.004614874254912138,
0.024413468316197395,
-0.011768024414777756,
-0.024980708956718445,
0.0027168781962245703,
0.0014435985358431935,
0.007861216552555561,
0.007177979219704866,
-0.024636702612042427,
0.0010905386880040169,
0.0021223716903477907,
0.0043482668697834015,
0.006549448240548372,
0.012060899287462234,
-0.005255408119410276,
-0.018596984446048737,
0.01254850160330534,
0.029481131583452225,
-0.0008962965221144259,
0.01578250154852867,
-0.0045869373716413975,
-0.006126862484961748,
-0.004763922654092312,
-0.0022484208457171917,
-0.0031944457441568375,
-0.029523177072405815,
-0.021991245448589325,
-0.006698437035083771,
-0.0036065103486180305,
-0.011190994642674923,
0.011482138186693192,
-0.007290970534086227,
0.009370105341076851,
0.020618930459022522,
-0.04110610857605934,
-0.00522547448053956,
-0.019791143015027046,
-0.0019466604571789503,
-0.005419692024588585
] | [
0.2698251008987427,
-0.13491688668727875,
0.22451694309711456,
0.18709442019462585,
0.5870320200920105,
0.6240430474281311,
-0.3222843110561371,
0.1376279592514038,
-0.4364350140094757,
-0.5721479058265686,
-0.3389638364315033,
0.9656676054000854,
0.07648904621601105,
0.3667326271533966,
0.1830076426267624,
0.7425046563148499,
0.2989942133426666,
-0.08017167448997498,
0.027589324861764908,
-0.4638076424598694,
-0.23259565234184265,
-0.3017076551914215,
0.928864598274231,
0.27307069301605225,
0.2908426821231842,
-0.0341823548078537,
0.2768861949443817,
0.7306925654411316,
-0.07258988171815872,
0.12289222329854965,
-0.17529191076755524,
0.26821327209472656,
-0.2661425471305847,
0.17636965215206146,
0.30239906907081604,
-0.21829423308372498,
-0.029718412086367607,
-0.5465916991233826,
-0.10953407734632492,
-0.28024160861968994,
0.12531842291355133,
0.48992547392845154,
-0.66768878698349,
0.6000021696090698,
-0.3214486837387085,
-0.055565010756254196,
-1.4882290363311768,
0.312618613243103,
-0.4412370026111603,
0.31159746646881104,
0.3842637240886688,
0.44913169741630554,
0.39150354266166687,
0.1374315768480301,
-0.03559589013457298,
0.1456223428249359,
-0.5261325240135193,
-0.022318778559565544,
0.2634924054145813,
-0.4246334135532379,
0.14297884702682495,
0.46374109387397766,
-0.45260679721832275,
0.8316975831985474,
0.19395150244235992,
-0.1834934651851654,
0.05098795145750046,
-0.18434332311153412,
-0.6113687753677368,
-0.02553926780819893,
0.23587049543857574,
0.18178397417068481,
0.11605443060398102,
0.49293798208236694,
-0.5786552429199219,
-0.9636253118515015,
-0.011803833767771721,
0.021796926856040955,
-0.12302662432193756,
0.27617233991622925,
0.6428797245025635,
-0.2306329756975174,
0.922444224357605,
-0.22380846738815308,
0.9509689211845398,
0.5923682451248169,
-0.6065570116043091,
0.019926849752664566,
-0.9436389803886414,
0.09648796916007996,
-0.3790662884712219,
-0.4631766974925995,
-0.08990778774023056,
0.23444174230098724,
0.343303382396698,
0.2516975402832031,
-0.3106807768344879,
0.20364026725292206,
0.09657581895589828,
0.03995548561215401,
-0.5152721405029297,
0.3160306215286255,
0.22594690322875977,
-0.0527862012386322,
-0.3176189959049225,
-0.6619952917098999,
-0.8169123530387878,
-0.8485772609710693,
-0.42732924222946167,
-0.02732749469578266,
-0.19607378542423248,
-0.11543798446655273,
-0.19890879094600677,
-0.41873255372047424,
-0.13121584057807922,
0.6465147137641907,
-0.012979154475033283,
-0.1786271035671234,
0.03694382682442665,
0.637884795665741,
-0.2637903094291687,
0.6010773181915283,
-0.21300995349884033,
0.20653119683265686,
0.11218617111444473,
-0.0012730919988825917,
0.29596075415611267,
-0.35398414731025696,
-0.2848660945892334,
-0.04321031644940376,
0.5636588335037231,
1.0635977983474731,
-0.712532639503479,
0.16109299659729004,
-0.11307590454816818,
-0.3062366247177124,
0.20681485533714294,
0.23364384472370148,
0.23962822556495667,
0.7439464926719666,
-0.9633994102478027,
-0.7332731485366821,
-0.15256522595882416,
-0.7191930413246155,
0.3314321041107178,
-0.5833021402359009,
-0.14380338788032532,
-0.08680509775876999,
-0.38284599781036377,
-0.07882235944271088,
-0.1055227592587471,
0.22170083224773407,
-0.8380302786827087,
0.04629412665963173,
-0.22219032049179077,
0.9595236778259277,
0.1326085776090622,
0.09150759875774384,
-0.28011685609817505,
-0.11335214227437973,
0.10343849658966064,
-0.3580588698387146,
-0.027354318648576736,
-0.10993143171072006,
0.1613118201494217,
-0.3049508035182953,
0.27184510231018066,
0.09902961552143097,
-0.10989250987768173,
-0.12539631128311157,
-0.34698280692100525,
-0.7509838938713074,
-0.07693109661340714,
-0.4676477015018463,
0.0879606306552887,
0.0838262140750885,
0.2900870442390442,
-0.06501525640487671,
0.19771824777126312,
-0.010333764366805553,
-0.5420888662338257,
-0.14897581934928894,
0.05835609883069992,
-0.3487682044506073,
-0.19001056253910065,
0.00456925667822361,
0.8428280353546143,
0.09376027435064316,
0.27599531412124634,
0.53806072473526,
-0.22447386384010315,
-0.5310618281364441,
0.3955680727958679,
-0.7393832206726074,
0.9727588295936584,
-0.03737645223736763,
0.02057815156877041,
0.8755509257316589,
-0.4279341995716095,
-0.12559880316257477,
-0.3069937229156494,
0.17722927033901215,
0.43615856766700745,
-0.7782670259475708,
-0.06681022047996521,
-0.06600905954837799,
0.09039978682994843,
-0.6633598804473877,
-0.2855691909790039,
0.16687646508216858,
0.12717248499393463,
-0.7820248007774353,
-0.2302505075931549,
-0.28110846877098083,
0.6484694480895996,
-0.96645587682724,
-0.13742461800575256,
-0.118340864777565,
0.22000686824321747,
-0.5179947018623352,
1.2037246227264404,
-0.11120240390300751,
0.2747917175292969,
0.30492448806762695,
0.048538487404584885,
0.49729183316230774,
0.30854883790016174,
0.5574867725372314,
0.6037111282348633,
-0.2394065260887146,
0.3953780233860016,
0.17092686891555786,
-0.09679140150547028,
-0.17638368904590607,
-0.1767888069152832,
0.44318971037864685,
-0.3887564539909363,
0.3429150879383087,
0.13677750527858734,
-0.32074403762817383,
-0.31599342823028564,
0.33160969614982605,
-1.1052167415618896,
0.3342061936855316,
0.21110856533050537,
-0.5221619009971619,
0.08865725994110107,
0.07412367314100266,
-0.6959968209266663,
-0.29819750785827637,
0.3140515089035034,
-0.1858697086572647,
0.15754181146621704,
-0.23052261769771576,
-0.7514771223068237,
-0.324817955493927,
0.19455847144126892,
0.07856035977602005,
-0.03299936279654503,
-0.12068840116262436,
-0.4399636685848236,
-0.2968772351741791,
0.016736868768930435,
0.030505798757076263,
-0.012013609521090984,
-0.4401477575302124,
-0.21996751427650452,
-1.1720999479293823,
0.508444607257843,
0.44713321328163147,
0.6048588156700134,
0.14746564626693726,
0.434846967458725,
0.15999379754066467,
-0.2820814549922943,
-0.8402574062347412,
0.45514750480651855,
0.427113801240921,
-0.01696196384727955,
-0.24216818809509277,
0.18165169656276703,
0.7239177227020264,
0.4006200432777405,
-0.458851158618927,
-0.3616827130317688,
0.32428038120269775,
-0.3396017849445343,
0.3444223999977112,
0.007720347493886948,
0.13066408038139343,
-0.03441949933767319,
0.2089308649301529,
-0.40578603744506836,
-0.14088545739650726,
-0.1781633198261261,
0.3801559805870056,
0.02014840766787529,
0.29524049162864685,
0.38779380917549133,
-0.19509106874465942,
-0.0724976658821106,
0.6470191478729248,
-0.25868818163871765,
0.5738451480865479,
0.3670555353164673,
-0.3128972053527832,
-0.7055613994598389,
0.4592321217060089,
-5.674592018127441,
-0.2013227790594101,
-0.3347559869289398,
0.6120750308036804,
0.5918617844581604,
-0.2569667398929596,
0.6019860506057739,
-0.07033329457044601,
0.5513529777526855,
-0.3687111437320709,
-0.2184431105852127,
0.5753757357597351,
-0.12239450961351395,
0.29296424984931946,
0.22540105879306793,
0.7045531272888184,
0.14153960347175598,
-0.3197135627269745,
0.3176760673522949,
0.2119690477848053,
-0.03946678340435028,
-0.5056758522987366,
-0.22078698873519897,
0.34711015224456787,
0.1766214370727539,
-0.07689262181520462,
-1.947927474975586,
0.47829851508140564,
-0.40983468294143677,
-0.23387253284454346,
0.3987415134906769,
-0.4886467754840851,
-0.26519155502319336,
-0.09460561722517014,
0.7533604502677917,
0.02833704836666584,
-0.10911823809146881,
0.3952914774417877,
0.3289393484592438,
-0.14722439646720886,
0.37658873200416565,
0.5384490489959717,
-0.06664063781499863,
-0.4582889676094055,
0.17374595999717712,
-0.19182443618774414,
0.06349582970142365,
0.44946664571762085,
0.1988869607448578,
0.7440173625946045,
-0.2404450625181198,
0.23419636487960815,
0.4738130271434784,
0.24524158239364624,
0.1341986507177353,
-0.7085132002830505,
0.7077041268348694,
0.5509147644042969,
-0.10411994904279709,
0.02605832740664482,
-0.17411907017230988,
-0.3396984338760376,
0.35799798369407654,
-0.5592223405838013,
-0.7195978760719299,
0.39939337968826294,
-0.6221297383308411,
-0.15835273265838623,
-0.23070207238197327,
-0.579602062702179,
-0.5201507806777954,
0.3550688326358795,
-0.199744313955307,
-0.6637561917304993,
0.037170249968767166,
-0.43150413036346436,
-0.22996364533901215,
-0.24287809431552887,
-0.36311352252960205,
-0.28591033816337585,
-0.04548237472772598,
-0.18553943932056427,
-0.16684257984161377,
0.24494008719921112,
0.2911863327026367,
-1.0821069478988647,
-0.12566985189914703,
-0.6522442698478699,
-0.36599865555763245,
-0.03875286877155304,
-0.1070629134774208,
-0.39664891362190247,
0.4634523093700409,
0.8255157470703125,
0.1670648753643036,
-0.013353465124964714,
0.21514888107776642,
0.4732849597930908,
0.027558090165257454,
-0.7192322611808777,
0.7709863781929016,
-0.03596210479736328,
-0.408273309469223,
-0.4474034607410431,
-0.10890843719244003,
0.18233732879161835,
0.18145404756069183,
-0.01706889644265175,
0.04707182198762894,
-0.3200370669364929,
0.3246529698371887,
0.41865622997283936,
-0.1981770545244217,
-0.3358347713947296,
0.4283043146133423,
0.08329880982637405,
-0.9535861015319824,
0.20437946915626526,
0.29274630546569824,
-0.2313079535961151,
0.012280890718102455,
-0.04938438534736633,
-0.23464085161685944,
0.7496810555458069,
0.3640635013580322,
0.0354524664580822,
-0.12563790380954742,
0.2570638954639435,
-0.5110812187194824,
0.15308085083961487,
-0.004247852135449648,
0.4882147014141083,
-0.22171956300735474,
0.06514842808246613,
0.4019157588481903,
-0.2791568338871002,
-0.5276280045509338,
0.2508411407470703,
0.2675994634628296,
-0.06340008229017258,
0.4795270264148712,
-0.07195502519607544,
0.16395264863967896,
-0.3473289906978607,
0.38702115416526794,
0.2808534502983093,
-0.4229690134525299,
0.3632005453109741,
0.0905669778585434,
-0.06829935312271118,
0.05119090527296066,
0.21649253368377686,
-0.5380240082740784,
-0.004231930244714022,
-0.22540660202503204,
-0.39895132184028625,
-0.2668098211288452,
0.16025270521640778,
0.3892175853252411,
-0.47946181893348694,
0.5260328054428101,
-0.2176731675863266,
-0.7761282324790955,
0.2639555037021637,
0.01828835718333721,
0.33174818754196167,
-0.11362754553556442,
-0.41501256823539734,
-0.6186089515686035,
0.16416974365711212,
-0.24462154507637024,
-0.3325546979904175,
-0.9058608412742615,
-0.5234442353248596,
0.10483068972826004,
-0.5612959265708923,
0.21507130563259125,
0.18340155482292175,
0.12656588852405548,
0.6262191534042358,
0.41786059737205505,
-0.09586215019226074,
0.3534488379955292,
0.33068549633026123,
0.37394481897354126,
-0.01085202768445015,
-0.23818297684192657,
-0.25196096301078796,
-0.24010342359542847,
-0.47359439730644226,
0.368725061416626,
0.08018199354410172,
0.6219103336334229,
0.44757384061813354,
0.019311506301164627,
-0.3336682915687561,
0.763744592666626,
0.2263384461402893,
-0.30354946851730347,
-0.4089125096797943,
0.07451358437538147,
0.8244708180427551,
-0.33986592292785645,
1.0352894067764282,
0.12656757235527039,
0.061906151473522186,
-0.3595949411392212,
0.15159118175506592,
0.2753942608833313,
-0.20370645821094513,
-0.7482495307922363,
-0.24749857187271118,
0.3541736304759979,
0.39387792348861694,
-1.0911024808883667,
-0.2238134741783142,
0.6221409440040588,
-0.3168090879917145,
-0.6877076029777527,
0.2508479356765747,
-0.5459424257278442,
0.012339700013399124,
-0.35193556547164917,
-0.5942882299423218,
-0.06382386386394501,
0.34069541096687317,
0.7831639647483826,
-0.7857544422149658,
-0.03247203305363655,
-0.0057513657957315445,
-0.31845247745513916,
-0.05649280920624733,
-0.07471650093793869,
0.0485411211848259,
0.18129345774650574,
-0.18126219511032104,
-0.018756097182631493,
0.0046393899247050285,
0.548976719379425,
0.06056758761405945,
-0.2927874028682709,
0.23266486823558807,
-0.11399486660957336,
-0.9706801772117615,
-0.543202817440033,
0.2501043677330017,
0.5918399095535278,
-0.26587340235710144,
-0.8253694176673889,
-0.4720454514026642,
0.42560529708862305,
-0.5494087934494019,
-0.3453555107116699,
-0.0913093313574791,
0.6188812851905823,
0.1283794492483139,
-0.29827553033828735,
-0.21854719519615173,
0.36718475818634033,
0.23610886931419373,
-0.33170652389526367,
0.2755565643310547,
-0.24184563755989075,
-0.21966728568077087,
0.28988978266716003,
0.1540285050868988,
-0.46352338790893555,
-0.7407557964324951,
-0.08108752965927124,
-0.16493412852287292,
0.047728314995765686,
0.21470025181770325,
0.1390678733587265,
0.5079904794692993,
0.10125692188739777,
0.060386788100004196,
-0.13507480919361115,
-0.3785480260848999,
0.4472595751285553,
-0.09537608921527863,
-0.49525919556617737,
-0.08901230245828629,
0.09151849150657654,
-0.41015589237213135,
0.32245147228240967,
-1.0240776538848877,
0.29627662897109985,
0.4699430465698242,
-0.20233136415481567,
0.2230648696422577,
0.3228153884410858,
-0.5219589471817017,
-0.6661132574081421,
-0.2002614438533783,
-0.01630675233900547,
0.13586293160915375,
0.3299059271812439,
-0.05905769765377045,
0.9595313668251038,
0.17319358885288239,
-0.5589360594749451,
0.5072422027587891,
0.3030414581298828,
-0.1428990364074707,
0.4189571142196655,
0.3509819209575653,
0.2815686762332916,
0.028355861082673073,
-0.2308422029018402,
-0.25880134105682373,
0.5189298987388611,
-0.06405875831842422,
0.13330720365047455,
1.1004385948181152,
-0.2389143854379654,
0.1087847575545311,
0.058369241654872894,
-0.6547444462776184,
0.3173868954181671,
0.31304073333740234,
-0.2159215360879898,
0.2709561884403229,
0.24988369643688202,
-0.3104986548423767,
0.19791679084300995,
1.0311720371246338,
-0.3838668167591095,
0.11646642535924911,
0.28139275312423706,
0.6230937242507935,
0.08913872390985489,
0.47973552346229553,
-0.18804959952831268,
0.5734622478485107,
0.321213036775589,
0.7167519927024841,
0.22557711601257324,
-0.3942228853702545,
-0.2221257984638214,
0.28862664103507996,
0.038051504641771317,
0.7796508073806763,
-0.33654114603996277,
0.43294650316238403,
-0.16712047159671783,
0.8278671503067017,
-0.16043275594711304,
0.05922595039010048,
-0.12464841455221176,
0.22467178106307983,
0.23661397397518158,
-0.20443953573703766,
-0.10951641201972961,
-0.045317232608795166,
-0.6325910687446594,
0.14690890908241272,
0.19993546605110168,
-0.25390398502349854,
-0.24045062065124512,
0.44854316115379333,
0.08127595484256744,
0.7822180986404419,
0.2603805959224701,
0.08775091916322708,
-0.3897031843662262,
-0.23991677165031433,
0.5274562835693359,
-0.19346600770950317,
0.04779839888215065,
0.03857923671603203,
0.06292476505041122,
0.20878081023693085,
-0.7148559093475342,
0.33295488357543945,
-0.04893214628100395,
-0.5240756273269653,
0.18532583117485046,
-0.008742738515138626,
0.15407389402389526,
0.12251666933298111,
-0.4913846254348755,
0.3416377007961273,
-0.27892541885375977,
-0.37186744809150696,
0.19884394109249115,
-0.11616881936788559,
-0.2334282547235489,
0.559155285358429,
0.020255934447050095,
0.2852829098701477,
0.2479514628648758,
-0.30100491642951965,
-0.04882883280515671,
0.09548754245042801,
-0.7708148956298828,
-0.25360122323036194,
0.07981083542108536,
0.15608829259872437,
0.2155689299106598,
-0.02285783924162388,
0.1550748199224472,
0.45403045415878296,
-0.49265170097351074,
0.7756354808807373,
-0.4174595773220062,
0.051584236323833466,
-0.634068489074707,
0.5530255436897278,
-0.1454976499080658,
-0.07449616491794586,
0.4973560869693756,
-0.02885284833610058,
-0.15899969637393951,
0.041443441063165665,
0.18325386941432953,
0.8049880862236023,
0.2678658068180084,
-0.072242371737957,
0.04782487824559212,
-0.004190661478787661,
-0.14133505523204803,
-0.3509371280670166,
0.36697933077812195,
0.06469034403562546,
-0.16201284527778625,
0.0464797168970108,
0.09967918694019318,
0.92466139793396,
-0.3366483449935913,
0.34490522742271423,
0.07648230344057083,
0.12224776297807693,
-0.9047825336456299,
0.18078850209712982,
-0.5702024102210999,
0.18506762385368347,
-0.022151218727231026,
0.32467636466026306,
0.15472552180290222,
-0.47876840829849243,
-0.16493164002895355,
-0.10794273018836975,
0.2959151566028595,
0.026301180943846703,
-0.6006109714508057,
-0.15658405423164368,
0.1546488106250763,
-0.21464934945106506,
-0.7521851062774658,
0.08578728884458542,
0.31436750292778015,
-0.611565887928009,
0.17067715525627136,
-0.3033745586872101,
-0.06697309017181396,
-0.5132964849472046,
0.02078886888921261,
-0.2530856132507324,
0.4809248745441437,
0.08373522013425827
] |
Web of Science (WoS) and Google Scholar (GS) are prominent citation services with distinct indexing mechanisms. Comprehensive knowledge about the growth patterns of these two citation services is lacking. We analyzed the development of citation counts in WoS and GS for two classic articles and 56 articles from diverse research fields, making a distinction between retroactive growth (i.e., the relative difference between citation counts up to mid-2005 measured in mid-2005 and citation counts up to mid-2005 measured in April 2013) and actual growth (i.e., the relative difference between citation counts up to mid-2005 measured in April 2013 and citation counts up to April 2013 measured in April 2013). One of the classic articles was used for a citation-by-citation analysis. Results showed that GS has substantially grown in a retroactive manner (median of 170 % across articles), especially for articles that initially had low citations counts in GS as compared to WoS. Retroactive growth of WoS was small, with a median of 2 % across articles. Actual growth percentages were moderately higher for GS than for WoS (medians of 54 vs. 41 %). The citation-by-citation analysis showed that the percentage of citations being unique in WoS was lower for more recent citations (6.8 % for citations from 1995 and later vs. 41 % for citations from before 1995), whereas the opposite was noted for GS (57 vs. 33 %). It is concluded that, since its inception, GS has shown substantial expansion, and that the majority of recent works indexed in WoS are now also retrievable via GS. A discussion is provided on quantity versus quality of citations, threats for WoS, weaknesses of GS, and implications for literature research and research evaluation. | [
-0.005206439644098282,
-0.005443427711725235,
-0.011380327865481377,
0.023319650441408157,
0.02895870804786682,
-0.0052436706610023975,
0.009501291438937187,
-0.028743620961904526,
-0.013982107862830162,
-0.0008497060625813901,
0.010685292072594166,
0.003807532135397196,
-0.008167693391442299,
0.004893466830253601,
0.041910164058208466,
-0.021019525825977325,
-0.008861788548529148,
0.013264034874737263,
0.010680792853236198,
-0.0015437053516507149,
0.030368801206350327,
-0.02586246095597744,
0.00811202172189951,
-0.0009097688598558307,
0.004375642165541649,
0.01323884166777134,
0.0037987087853252888,
0.002801166381686926,
-0.01680057868361473,
0.003972368780523539,
-0.009623320773243904,
0.01028861291706562,
-0.011270471848547459,
-0.012512962333858013,
0.01234065368771553,
0.004724802449345589,
-0.0026174269150942564,
0.011665420606732368,
-0.006919384468346834,
-0.0035086781717836857,
-0.004237674176692963,
-0.0071370042860507965,
0.00718857254832983,
-0.006605864968150854,
-0.0038140122778713703,
0.028994964435696602,
-0.008399621583521366,
-0.009463120251893997,
-0.011453231796622276,
0.011778954416513443,
-0.012604687362909317,
-0.0036354344338178635,
-0.007557494565844536,
0.0033820956014096737,
-0.005145602859556675,
-0.004696580581367016,
0.018670715391635895,
0.04206877201795578,
-0.012330620549619198,
-0.011563778854906559,
-0.017156438902020454,
-0.004573083017021418,
-0.005977184511721134,
0.019937537610530853,
-0.02398420311510563,
-0.06731940805912018,
-0.001913281506858766,
0.019260382279753685,
-0.006343270651996136,
-0.0011031451867893338,
-0.013613743707537651,
0.013694699853658676,
0.014336984604597092,
-0.019476495683193207,
0.008181561715900898,
0.030706632882356644,
-0.014310166239738464,
-0.017813440412282944,
-0.0214813444763422,
0.015505610033869743,
-0.011405730620026588,
-0.02000546082854271,
-0.00862152874469757,
0.023194709792733192,
0.007025662809610367,
0.011455079540610313,
-0.025206953287124634,
-0.018778834491968155,
-0.010161342099308968,
-0.0019021425396203995,
0.023999355733394623,
-0.0032769604586064816,
0.009655389003455639,
-0.0017441138625144958,
-0.005025669001042843,
-0.011831594631075859,
-0.013944167643785477,
-0.020568624138832092,
0.010484427213668823,
-0.05399281531572342,
-0.001400732551701367,
0.025156410411000252,
0.021119339391589165,
-0.006580416113138199,
0.023403245955705643,
0.007236035540699959,
-0.008054922334849834,
-0.007413151673972607,
-0.01541726104915142,
-0.000725650112144649,
-0.005398595705628395,
0.013318344950675964,
0.0002357756020501256,
0.0014976339880377054,
0.010351709090173244,
0.04589007422327995,
-0.011564215645194054,
0.012645913287997246,
0.0016378244617953897,
-0.025331052020192146,
-0.005249183624982834,
-0.011130801402032375,
0.0008268409874290228,
0.010002395138144493,
0.004687413107603788,
-0.0003575286827981472,
-0.027618758380413055,
-0.01767900213599205,
-0.019480271264910698,
0.010269075632095337,
-0.0049237459897994995,
-0.008630282245576382,
0.009571392089128494,
0.009345539845526218,
-0.011573990806937218,
-0.00991186872124672,
-0.018718596547842026,
0.00861637108027935,
-0.0009353802306577563,
-0.0002445598365738988,
-0.0015799491666257381,
0.008898356929421425,
0.001974276499822736,
0.005305041093379259,
0.002914693672209978,
-0.004966196604073048,
-0.002908866386860609,
0.005810678005218506,
-0.02960522472858429,
-0.0035186787135899067,
0.015460647642612457,
-0.01919953152537346,
-0.01852867566049099,
-0.004030144307762384,
-0.003357554553076625,
-0.00820949487388134,
-0.004356191027909517,
-0.01026296429336071,
-0.006344071589410305,
-0.0075581129640340805,
-0.022959109395742416,
0.032732319086790085,
0.006247573532164097,
0.005834972020238638,
-0.016898952424526215,
-0.008476689457893372,
-0.005863616243004799,
-0.0010547831188887358,
0.005813946016132832,
-0.0008809687569737434,
-0.008225444704294205,
-0.012161367572844028,
0.015600807964801788,
0.013632926158607006,
-0.006980813108384609,
-0.012683168053627014,
0.015382327139377594,
0.0034029444213956594,
-0.014647707343101501,
0.06724013388156891,
-0.014423143118619919,
-0.0030251143034547567,
-0.0433901771903038,
0.0023887082934379578,
0.029773520305752754,
0.013657709583640099,
0.014910493046045303,
-0.010470755398273468,
-0.012007404118776321,
0.007670960389077663,
-0.015607218258082867,
0.0005997512489557266,
-0.00698251836001873,
-0.016209052875638008,
-0.0074892230331897736,
0.0029947618022561073,
0.011127909645438194,
-0.01167169027030468,
-0.014056527987122536,
-0.0005451643373817205,
0.024661894887685776,
-0.009921960532665253,
-0.004671021830290556,
0.008733931928873062,
-0.0010528163984417915,
0.010184478014707565,
-0.019211608916521072,
0.015068499371409416,
0.002823866670951247,
0.038376808166503906,
-0.006328897550702095,
-0.0038733375258743763,
-0.0017344746738672256,
-0.02223799377679825,
-0.001245102845132351,
0.013155356049537659,
-0.01915067806839943,
-0.013255894184112549,
-0.037377286702394485,
-0.0184184517711401,
-0.005510900169610977,
-0.009771635755896568,
-0.008061130531132221,
-0.000841848086565733,
0.006406448781490326,
-0.02179417572915554,
0.005541545804589987,
0.012633177451789379,
-0.024502094835042953,
-0.011975043453276157,
0.004739606752991676,
0.0044251615181565285,
-0.00717141292989254,
0.011351058259606361,
0.005031483247876167,
0.052853867411613464,
0.008141407743096352,
0.023540465161204338,
-0.0010787488427013159,
-0.0006489577936008573,
0.005219655577093363,
-0.011306779459118843,
0.022680984809994698,
0.010349996387958527,
0.0007726764306426048,
0.014425843022763729,
0.013325897045433521,
0.013402394950389862,
0.00771453557536006,
-0.0018580302130430937,
0.0003732030454557389,
0.01943754032254219,
0.006649328861385584,
0.03639388084411621,
0.004870284348726273,
-0.010754617862403393,
-0.010033351369202137,
0.0045248279348015785,
0.023530490696430206,
0.012781137600541115,
0.003195983124896884,
-0.0002356239128857851,
0.005303659476339817,
0.0020438770297914743,
-0.0002140989527106285,
-0.014747250825166702,
0.014412741176784039,
-0.0020405426621437073,
0.015564482659101486,
-0.007552942726761103,
0.0017906730063259602,
-0.010576301254332066,
0.011114487424492836,
-0.08192537724971771,
-0.009109453298151493,
0.006756176706403494,
0.012951618060469627,
0.01160336285829544,
0.009300226345658302,
-0.005636857822537422,
0.011744378134608269,
-0.017413387075066566,
0.016028661280870438,
0.0055344970896840096,
0.003944785334169865,
-0.015408121049404144,
-0.006198400165885687,
0.008687012828886509,
-0.019263852387666702,
0.004437141120433807,
-0.024955634027719498,
-0.02177184820175171,
0.03996066004037857,
-0.03894941881299019,
-0.015420064330101013,
-0.007732645608484745,
0.008186658844351768,
-0.001852401066571474,
-0.01469908095896244,
0.0024433392100036144,
-0.0016234347131103277,
0.006734712980687618,
0.0010407702066004276,
-0.02013515867292881,
-0.016923125833272934,
-0.013559166342020035,
0.012575705535709858,
0.011068428866565228,
0.01614246517419815,
-0.017022667452692986,
-0.006201174575835466,
0.002849735552445054,
-0.008790211752057076,
0.012734908610582352,
0.0018845469458028674,
-0.006054944824427366,
-0.003449105890467763,
0.009253986179828644,
0.009728296659886837,
-0.007543899584561586,
0.005265449173748493,
0.007738322950899601,
0.005385989788919687,
0.0033323829993605614,
-0.009333519265055656,
0.029689177870750427,
0.0031562335789203644,
0.003141111694276333,
-0.016849439591169357,
-0.021079987287521362,
0.0015218299813568592,
-0.011246874928474426,
0.0006506802747026086,
0.036833345890045166,
-0.015866730362176895,
-0.008709302172064781,
0.01973949745297432,
-0.000032787444069981575,
-0.0019559930078685284,
0.00884959101676941,
0.016833676025271416,
0.0034478791058063507,
0.0006540096364915371,
0.01264254841953516,
-0.015631312504410744,
-0.013334479182958603,
-0.00055074249394238,
-0.011068258434534073,
-0.019395649433135986,
-0.011874326504766941,
-0.004660224076360464,
0.02436710149049759,
-0.0032950174063444138,
0.0028423506300896406,
-0.00260832067579031,
0.0032694432884454727,
-0.008537582121789455,
-0.011503558605909348,
0.0030140464659780264,
0.005023675505071878,
-0.00401187501847744,
0.013834205456078053,
-0.01934436522424221,
0.005520695820450783,
0.000083201564848423,
0.029592428356409073,
0.008283600211143494,
-0.014769705012440681,
0.0031756318639963865,
-0.0013659053947776556,
-0.00450107641518116,
-0.01054670475423336,
0.009046326391398907,
0.006244315765798092,
-0.011667433194816113,
0.011567884124815464,
-0.010555088520050049,
0.01694803312420845,
0.014035060070455074,
-0.00891135074198246,
0.007031000219285488,
0.01916380599141121,
-0.006093630567193031,
-0.006161773577332497,
0.005335853435099125,
-0.005608237348496914,
0.020734403282403946,
0.011663956567645073,
-0.0059902844950556755,
-0.0074657173827290535,
0.004157980903983116,
0.07283508032560349,
-0.012325088493525982,
0.006743767764419317,
0.001372172380797565,
0.02027164399623871,
-0.0296318382024765,
-0.009002100676298141,
-0.0008557187393307686,
-0.004500545095652342,
-0.04841449856758118,
0.010816201567649841,
0.018959516659379005,
-0.02705451473593712,
-0.0030293134041130543,
0.014655353501439095,
0.004623923450708389,
-0.022747540846467018,
-0.005075352266430855,
-0.02974877879023552,
-0.02214016579091549,
-0.015279846265912056,
-0.00015373015776276588,
-0.016747785732150078,
0.0048981234431266785,
0.014154070988297462,
-0.01309441588819027,
0.010892219841480255,
-0.014554866589605808,
0.012488765642046928,
0.009129240177571774,
0.00405531283468008,
0.034271515905857086,
-0.007460263557732105,
0.0037501852493733168,
0.003917284309864044,
0.0021540168672800064,
0.020039044320583344,
0.0033191638067364693,
0.01290309987962246,
0.0035070423036813736,
0.014459983445703983,
-0.011138546280562878,
0.006595053244382143,
0.008934495970606804,
-0.0018908889032900333,
0.004510273691266775,
0.01953164115548134,
-0.001242864760570228,
-0.007202478591352701,
0.020194219425320625,
0.008598732762038708,
0.019654426723718643,
0.001011130167171359,
-0.011183642782270908,
0.01830761507153511,
0.003844216000288725,
-0.00884928833693266,
0.00015977909788489342,
0.01100540068000555,
-0.01477079838514328,
-0.021561719477176666,
0.0001258698757737875,
-0.02357519045472145,
0.01148662343621254,
-0.012108014896512032,
-0.008692780509591103,
0.010624637827277184,
-0.016488151624798775,
0.018678992986679077,
-0.010471522808074951,
-0.0007195873185992241,
0.0011796862818300724,
-0.04569476470351219,
-0.01116469968110323,
0.01558603160083294,
-0.004791655577719212,
-0.026914319023489952,
-0.005061247386038303,
-0.013647351413965225,
0.00797209981828928,
-0.01730889454483986,
-0.015836220234632492,
-0.025205615907907486,
-0.0071439361199736595,
0.02204214222729206,
0.016280123963952065,
-0.01483501959592104,
-0.0750921294093132,
-0.013381118886172771,
0.006383991334587336,
-0.00708463741466403,
-0.0014109781477600336,
0.0017025356646627188,
-0.004389789886772633,
0.007256614975631237,
-0.018366429954767227,
0.0001366622163914144,
0.0018665846437215805,
-0.0122374864295125,
0.00789388082921505,
-0.00834656972438097,
0.009226975962519646,
-0.004962041974067688,
-0.014180004596710205,
0.004041463602334261,
0.003992060199379921,
0.0053674266673624516,
-0.02626360021531582,
0.011575940996408463,
-0.004715931601822376,
-0.011315500363707542,
-0.0077540697529911995,
-0.081691674888134,
0.01642949879169464,
0.014618560671806335,
0.006118806079030037,
-0.011710258200764656,
-0.02194090373814106,
-0.015584265813231468,
0.0006665142718702555,
0.0006937461439520121,
-0.015622374601662159,
-0.012370969168841839,
0.004112824331969023,
-0.03261647745966911,
-0.0021101082675158978,
0.007004566956311464,
-0.0032145483419299126,
0.010781991295516491,
0.001548695843666792,
0.0020211730152368546,
0.011688631027936935,
-0.008365442045032978,
0.0034059714525938034,
-0.0010005506919696927,
0.008215774782001972,
-0.012293003499507904,
-0.014547235332429409,
0.009355553425848484,
0.006378421559929848,
0.03712575137615204,
0.010854427702724934,
-0.009398110210895538,
0.015995558351278305,
0.015090901404619217,
-0.029587309807538986,
0.018141720443964005,
-0.005166484974324703,
-0.0069892872124910355,
-0.01454363577067852,
0.031598955392837524,
0.006110409274697304,
-0.0029281696770340204,
0.010628944262862206,
0.011384912766516209,
0.020201455801725388,
0.0003350104670971632,
-0.01967722363770008,
0.005546656437218189,
-0.00856236182153225,
-0.005604439415037632,
-0.011132271960377693,
0.007080825977027416,
-0.011442397721111774,
-0.0018016151152551174,
0.008791143074631691,
-0.051314711570739746,
0.007263210602104664,
-0.004335073754191399,
0.01143650058656931,
0.01073959656059742,
0.008779948577284813,
-0.0009411600767634809,
-0.0017253216356039047,
-0.005186939146369696,
0.07253986597061157,
-0.002904346212744713,
0.0026106275618076324,
-0.0008351194555871189,
-0.00813146959990263,
-0.006160534452646971,
-0.004392677452415228,
-0.004166899248957634,
0.018710490316152573,
-0.02200230583548546,
-0.004378512501716614,
-0.005474436562508345,
0.009491045959293842,
0.004892660304903984,
0.016538577154278755,
-0.00528906611725688,
-0.014629345387220383,
0.02249258942902088,
0.01581413671374321,
-0.010371529497206211,
-0.004474768415093422,
0.011584457941353321,
0.01147428434342146,
-0.008883983828127384,
0.001302359625697136,
-0.012771288864314556,
-0.009513110853731632,
0.02286108024418354,
-0.007936893031001091,
-0.0007361676543951035,
-0.012443585321307182,
-0.02639346942305565,
0.006758230738341808,
0.037568598985672,
0.021638838574290276,
-0.019879281520843506,
0.01653609797358513,
0.008743098005652428,
-0.014144716784358025,
-0.013885571621358395,
0.02439810335636139,
0.004473512060940266,
0.011007151566445827,
-0.024731764569878578,
0.04017791152000427,
0.018476419150829315,
0.005812609568238258,
-0.005866763647645712,
0.007059717550873756,
0.003269944107159972,
0.0303861852735281,
0.013756120577454567,
0.00027384795248508453,
-0.013561591506004333,
-0.0012957602739334106,
-0.015514947474002838,
-0.014354579150676727,
0.009580963291227818,
-0.0008506271988153458,
0.005782979540526867,
0.020664792507886887,
-0.00873626209795475,
-0.04508824273943901,
-0.0024195739533752203,
-0.011305013671517372,
-0.010838460177183151,
-0.014224385842680931,
-0.0005276658339425921,
-0.002365169581025839,
0.015627427026629448,
0.003394669620320201,
0.01493560615926981,
0.0007147397263906896,
0.0014717334415763617,
0.0022261724807322025,
0.004021437838673592,
-0.01589226722717285,
-0.004970267880707979,
0.013169671408832073,
0.0026968568563461304,
-0.014289163053035736,
0.010279104113578796,
0.017147742211818695,
-0.008147400803864002,
0.006075031124055386,
-0.002357218647375703,
-0.02385752648115158,
0.01023638155311346,
-0.006204996723681688,
0.006916128098964691,
0.0016116802580654621,
0.009793601930141449,
0.0015380128752440214,
-0.0003222334198653698,
0.007097072899341583,
0.03358174487948418,
-0.0076666660606861115,
0.008689561858773232,
-0.00749129056930542,
0.0065049524419009686,
0.022041328251361847,
0.026949558407068253,
0.026987820863723755,
0.007372349966317415,
-0.01497368048876524,
-0.007696520537137985,
0.044228583574295044,
0.0011195261031389236,
0.004632693249732256,
-0.019842611625790596,
0.015059498138725758,
-0.031347569078207016,
-0.0007536765187978745,
0.007650813087821007,
0.0015826872549951077,
0.004225789103657007,
-0.016672834753990173,
-0.014569682069122791,
-0.02558884024620056,
-0.011121385730803013,
-0.019211038947105408,
-0.008833212777972221,
-0.005255429539829493,
-0.006327836774289608,
-0.004944855347275734,
-0.019236449152231216,
-0.006338902283459902,
-0.0010621098335832357,
0.0328683964908123,
-0.016259634867310524,
0.00956733152270317,
0.011073349975049496,
-0.0036991715896874666,
-0.010254078544676304,
-0.006288584321737289,
-0.03509524464607239,
0.021814273670315742,
-0.014457020908594131,
-0.005948342382907867,
-0.014073972590267658,
-0.0008897027000784874,
-0.008058776147663593,
0.008573027327656746,
-0.04168754816055298,
0.00868958793580532,
0.00021093874238431454,
0.003698026528581977,
0.006873094942420721,
0.0003913617110811174,
-0.00828477367758751,
0.028542693704366684,
0.010836325585842133,
0.010741006582975388,
-0.0028324369341135025,
-0.017388705164194107,
0.009756533429026604,
0.0038907702546566725,
0.0007478755433112383,
0.013343170285224915,
0.02653331868350506,
0.002667882712557912,
0.01740216091275215,
0.0034121491480618715,
0.005592194851487875,
0.0033418277744203806,
0.00894180964678526,
0.0149431973695755,
-0.01588454470038414,
0.003746943548321724,
0.028085116297006607,
0.008550207130610943,
-0.005936509929597378,
-0.03272561728954315,
0.010223553515970707,
-0.01243586651980877,
0.003950067795813084,
0.0004300191067159176,
-0.002024659188464284,
-0.00029264623299241066,
0.024339517578482628,
0.01224092859774828,
-0.004322635941207409,
0.015595254488289356,
-0.00903065875172615,
-0.003985431510955095,
-0.002116385381668806,
0.001777965691871941,
0.014648305252194405,
-0.00024483585730195045,
0.02065795660018921,
-0.0024379598908126354,
-0.015579909086227417,
-0.020459771156311035,
0.011598264798521996,
0.011184724047780037,
-0.00798030849546194,
-0.005009804852306843,
0.00040136324241757393,
0.008918979205191135,
-0.004561320878565311,
0.002274405676871538,
-0.018401332199573517
] | [
-0.3651471734046936,
0.19673629105091095,
0.39747440814971924,
0.456336110830307,
-0.46423712372779846,
0.05574231222271919,
0.19901858270168304,
0.10354074835777283,
-0.7431368827819824,
-0.3503270745277405,
-0.12023495882749557,
0.12433873862028122,
0.08946425467729568,
0.38310328125953674,
0.027163473889231682,
0.019499244168400764,
0.1769474893808365,
0.09148939698934555,
0.1394568681716919,
-0.4146157205104828,
-0.37840715050697327,
-0.008039484731853008,
0.07767795771360397,
-0.4435717761516571,
0.37633001804351807,
0.14780716598033905,
-0.11596260964870453,
-0.1938643455505371,
-0.23475487530231476,
-0.09497195482254028,
-0.03158353269100189,
0.48569464683532715,
0.2754897177219391,
0.6163428425788879,
-0.4095994532108307,
-0.09819468855857849,
-0.15260310471057892,
-0.09902041405439377,
-0.06104401499032974,
-0.05460135638713837,
-0.26017674803733826,
-0.14941082894802094,
-0.37202519178390503,
0.715925395488739,
-0.6514996886253357,
-0.08631518483161926,
-1.4241873025894165,
0.43683141469955444,
-0.6078919768333435,
0.5668374300003052,
-0.8570323586463928,
0.29755666851997375,
0.2692718803882599,
-0.05099043995141983,
-0.6498010158538818,
0.36551496386528015,
0.15999355912208557,
0.39881089329719543,
-0.3369903862476349,
-0.5158655047416687,
0.472998708486557,
-0.2850501537322998,
-0.05185375362634659,
0.28356221318244934,
-0.38538217544555664,
-0.15509964525699615,
0.23542726039886475,
0.5241654515266418,
-0.4485462009906769,
0.17518579959869385,
0.531679093837738,
-0.2930656373500824,
-0.16997703909873962,
0.7252069711685181,
-0.5068526268005371,
-0.2495870143175125,
0.22976896166801453,
-0.10415865480899811,
0.023318225517868996,
-0.333137184381485,
-0.27809175848960876,
0.22365634143352509,
0.6321825385093689,
0.0021263675298541784,
0.46201759576797485,
0.03166583925485611,
-0.12910228967666626,
0.6398405432701111,
-0.06773001700639725,
0.21777936816215515,
0.013733322732150555,
-0.3198302686214447,
0.8749587535858154,
0.42111536860466003,
0.5110949277877808,
0.08146527409553528,
0.22499537467956543,
-0.2809901237487793,
0.4141809344291687,
-0.18897487223148346,
-0.11212713271379471,
-0.023021990433335304,
-0.06213103607296944,
0.17355601489543915,
-0.3404182493686676,
0.03333422541618347,
-0.21743100881576538,
-1.0430883169174194,
0.27651697397232056,
0.08218139410018921,
-0.34282365441322327,
0.37038716673851013,
-0.5356477499008179,
0.2843146324157715,
0.015282880514860153,
0.6174265146255493,
0.322487473487854,
-0.2203037291765213,
-0.07529687881469727,
0.18327991664409637,
0.4460279047489166,
0.8294187188148499,
0.2840858995914459,
-0.29569166898727417,
0.2743512988090515,
0.3539991080760956,
0.655593991279602,
-0.05208587646484375,
-0.042536187916994095,
-0.006855631712824106,
0.2427903562784195,
0.8158494830131531,
0.03689068928360939,
-0.6613855957984924,
0.03650280833244324,
0.035921066999435425,
0.41187363862991333,
0.2796146273612976,
0.011037124320864677,
0.1245606392621994,
-0.4741550087928772,
-0.728801965713501,
-0.9331902861595154,
-0.301198273897171,
0.44459131360054016,
-0.3156736493110657,
0.06242891773581505,
-0.527350127696991,
-0.678466796875,
0.18328586220741272,
-0.43934670090675354,
0.05397775396704674,
-0.5620136857032776,
0.06861046701669693,
0.30237799882888794,
0.9089829325675964,
-0.36238333582878113,
-0.08171574771404266,
0.41722163558006287,
0.20624355971813202,
0.3999614417552948,
0.36112532019615173,
-0.6861385703086853,
-0.38877201080322266,
-0.3805182874202728,
-0.28042688965797424,
0.37446215748786926,
0.17549669742584229,
-0.08098547905683517,
0.0707450732588768,
-0.29237377643585205,
-0.22236517071723938,
0.267577588558197,
0.2915736138820648,
-0.2799041271209717,
0.14980271458625793,
0.39937299489974976,
0.022190747782588005,
0.49157941341400146,
0.14088235795497894,
-0.698473334312439,
-0.7457273602485657,
0.4567326307296753,
-0.3032267093658447,
0.3514457941055298,
0.1824042946100235,
0.6861314177513123,
0.014189451932907104,
0.5317113995552063,
0.03660820424556732,
-0.7868157625198364,
-0.3723248839378357,
-0.19363270699977875,
-0.8175995349884033,
1.6503167152404785,
-0.20714576542377472,
-0.023993153125047684,
1.0366826057434082,
-0.23533399403095245,
-0.045473672449588776,
-0.09121636301279068,
0.196027472615242,
0.4830973148345947,
-0.42147648334503174,
-0.5049570798873901,
-0.29972341656684875,
-0.16960418224334717,
-0.016738923266530037,
-0.4879727065563202,
-0.17638692259788513,
-0.07376617938280106,
-0.26815077662467957,
-0.09347230941057205,
-0.30767622590065,
0.10427086055278778,
0.3174857497215271,
-0.14810550212860107,
0.22777093946933746,
-0.14783428609371185,
-0.10243290662765503,
1.436696171760559,
-0.527176558971405,
0.3791135251522064,
0.3400125503540039,
-0.21344061195850372,
0.18931476771831512,
0.39451783895492554,
0.2898050844669342,
0.40951547026634216,
-0.3950347900390625,
0.23568874597549438,
-0.21726101636886597,
0.6350746154785156,
-0.8613267540931702,
-0.21582570672035217,
0.030989617109298706,
-0.044846270233392715,
-0.15010488033294678,
0.024558139964938164,
-0.11739560961723328,
0.3972873389720917,
0.3244962990283966,
-0.29117900133132935,
0.6276765465736389,
0.12755624949932098,
-0.163176029920578,
0.017908575013279915,
-0.0436643622815609,
-0.6252420544624329,
-0.20660333335399628,
0.1307469606399536,
0.49278467893600464,
0.10720756649971008,
-0.36947157979011536,
0.10876009613275528,
0.27195239067077637,
-0.02411799691617489,
-0.09497339278459549,
0.13446754217147827,
0.503451406955719,
0.25718897581100464,
-0.516009509563446,
-0.1007722020149231,
0.25910136103630066,
-0.09263516962528229,
-0.43576937913894653,
0.12563055753707886,
-0.7979653477668762,
0.16355465352535248,
0.6548998951911926,
-0.027105573564767838,
0.032738566398620605,
-0.15864282846450806,
0.25396329164505005,
0.19353505969047546,
-0.6717296242713928,
0.6872714161872864,
0.07318943738937378,
-0.8864104747772217,
-0.586021363735199,
-0.15669582784175873,
0.5301557779312134,
0.6769483685493469,
-0.5518101453781128,
-0.021832797676324844,
-0.44606128334999084,
-0.3778582513332367,
-0.1744852513074875,
-0.4132069945335388,
0.11521439999341965,
-0.25934281945228577,
0.30177173018455505,
-0.15454347431659698,
-0.17322351038455963,
0.3105509877204895,
0.5545533895492554,
-0.1260000318288803,
0.11024851351976395,
0.10104703158140182,
0.1951228529214859,
-0.6347320079803467,
0.14696653187274933,
0.04369111359119415,
-0.111612968146801,
0.029853545129299164,
-0.5824530124664307,
-0.12751087546348572,
0.6151641607284546,
-5.804444789886475,
-0.3763553500175476,
-0.5354030728340149,
-0.36792850494384766,
-0.60528564453125,
0.22733697295188904,
0.49310436844825745,
-0.04874555394053459,
0.13703098893165588,
0.15392111241817474,
0.2723890542984009,
0.25697940587997437,
-0.32866814732551575,
0.6088960766792297,
0.044477008283138275,
0.8866031765937805,
0.36585086584091187,
0.3910553455352783,
-0.4516891837120056,
-0.04467559978365898,
0.00796043686568737,
-0.1889948844909668,
-0.24940519034862518,
0.49392110109329224,
0.2785659432411194,
0.22246886789798737,
-1.354525089263916,
-0.3209597170352936,
0.028919212520122528,
-0.24881403148174286,
0.3999873697757721,
-0.10382828116416931,
-0.15068426728248596,
-0.17383621633052826,
0.2960902154445648,
-0.002590463263913989,
0.3529547452926636,
0.39606696367263794,
-0.026208968833088875,
-0.4474160075187683,
0.3584285378456116,
0.26261913776397705,
-0.4111844003200531,
-0.00920218974351883,
0.5799009799957275,
-0.5943188667297363,
-0.28162887692451477,
0.5144956707954407,
-0.06003274768590927,
0.08397135883569717,
-0.47715869545936584,
-0.419271320104599,
0.033436521887779236,
-0.09179658442735672,
-0.0832907184958458,
-0.3041212260723114,
0.1265455186367035,
0.253715842962265,
-0.37270572781562805,
-0.23390328884124756,
0.27714967727661133,
0.062336429953575134,
0.19545744359493256,
-0.7660682797431946,
-0.5956698060035706,
-0.1457839012145996,
-0.8184236288070679,
0.005080902948975563,
0.20921427011489868,
-0.14857542514801025,
-0.5602612495422363,
1.168335199356079,
0.14947421848773956,
-0.7792890071868896,
0.4801221787929535,
-0.6244390606880188,
0.4134542942047119,
0.24883246421813965,
-0.14636440575122833,
0.2563568353652954,
-0.500802218914032,
-0.13777071237564087,
-0.22144275903701782,
0.26174965500831604,
-0.557833194732666,
-0.9165849089622498,
-0.4266470968723297,
-0.5209471583366394,
-0.029363932088017464,
0.326126366853714,
1.1314399242401123,
-0.4549362361431122,
0.49365538358688354,
1.0829297304153442,
0.6715203523635864,
0.09889540076255798,
0.563332736492157,
0.37625858187675476,
-0.06125771254301071,
-0.07260861247777939,
0.6342174410820007,
0.16966335475444794,
-0.04034486040472984,
-1.0242555141448975,
-0.26517945528030396,
0.17424851655960083,
-0.4989902079105377,
0.08087426424026489,
0.7718260288238525,
-0.4606741666793823,
-0.09940684586763382,
0.22404935956001282,
-0.6397387385368347,
-0.11714573204517365,
0.3479384481906891,
0.4223555028438568,
-0.1592322736978531,
-0.2612409293651581,
-0.09979842603206635,
-0.1950957477092743,
-0.304715633392334,
-0.06840136647224426,
-0.01163692120462656,
-0.029306063428521156,
-0.11045944690704346,
-0.40142667293548584,
0.1063767522573471,
0.24885497987270355,
-0.0048425886780023575,
-0.1920972615480423,
0.38147997856140137,
0.5016279220581055,
-0.25290417671203613,
-0.13201148808002472,
0.24119670689105988,
-0.5167942047119141,
-0.22888578474521637,
0.1306835114955902,
0.1995680034160614,
-0.5969586968421936,
0.3496178090572357,
0.15142956376075745,
0.14292143285274506,
0.08441250026226044,
0.017017699778079987,
0.14297372102737427,
-0.12373577803373337,
0.3152480125427246,
0.12634827196598053,
0.2859991490840912,
-0.4414277970790863,
-0.4504110813140869,
0.023112745955586433,
0.22960296273231506,
-0.15748243033885956,
-0.14318478107452393,
0.4908132255077362,
0.36924269795417786,
-0.38280194997787476,
-0.19484277069568634,
0.006082497071474791,
-0.11856573820114136,
-0.9429283738136292,
0.13553909957408905,
-0.015349737368524075,
-0.461424320936203,
-0.48285427689552307,
0.7095835208892822,
0.5642750859260559,
0.29477229714393616,
0.34739723801612854,
-0.7133808732032776,
-0.49515387415885925,
-0.5016351342201233,
0.162927508354187,
0.040685392916202545,
-0.1588180810213089,
0.05923115834593773,
0.2240184247493744,
0.21710509061813354,
0.2882870137691498,
-0.4687232971191406,
-0.3627839982509613,
0.42060723900794983,
0.7118367552757263,
-0.09813179075717926,
0.19102714955806732,
-0.0927259773015976,
0.3445543944835663,
0.13521049916744232,
0.1958131492137909,
-0.08381029218435287,
0.6154997944831848,
0.2230614423751831,
0.07431426644325256,
-0.8171888589859009,
0.4433053433895111,
0.41116011142730713,
-0.35293149948120117,
-0.8128712773323059,
-0.26196789741516113,
0.29114484786987305,
-0.6696919798851013,
0.008677538484334946,
0.1377454698085785,
-0.672040581703186,
-0.19192296266555786,
-0.2399844527244568,
-0.05307053402066231,
-0.17653688788414001,
-0.3011370301246643,
-0.13141866028308868,
0.10613325238227844,
-0.023280521854758263,
0.017176171764731407,
0.09384141117334366,
0.20857059955596924,
-0.4184218645095825,
-0.4916222095489502,
0.23193496465682983,
0.06553716212511063,
0.31321579217910767,
-0.682536780834198,
0.05252514034509659,
-0.01154742855578661,
0.1943598985671997,
0.3117107152938843,
-0.10857497900724411,
-0.15934251248836517,
-0.7905088067054749,
0.3834952712059021,
0.25688302516937256,
0.21787850558757782,
0.31379005312919617,
0.181688129901886,
-0.35565656423568726,
-0.043357573449611664,
0.2887800931930542,
0.5507737994194031,
0.2065240740776062,
-0.18489041924476624,
0.4687255620956421,
-0.5594705939292908,
-0.4125802218914032,
0.06045926734805107,
0.1063951849937439,
0.07047098875045776,
-0.3932660222053528,
-0.5444209575653076,
-0.44423577189445496,
0.5339034795761108,
-0.6278468370437622,
0.2359466701745987,
-0.29780465364456177,
0.5338929295539856,
0.13098759949207306,
-0.30558493733406067,
-0.6945659518241882,
-0.37326982617378235,
-0.039898019284009933,
0.3240479826927185,
0.27497440576553345,
-0.16698476672172546,
0.0829603523015976,
0.01375575177371502,
0.5221379399299622,
-0.23047274351119995,
-0.8031044602394104,
0.5109955668449402,
-0.5629766583442688,
0.627032458782196,
0.3337923586368561,
-0.21854917705059052,
0.6529020071029663,
0.372843861579895,
0.09508232027292252,
-0.4355795979499817,
0.06968847662210464,
-0.24160802364349365,
-0.3122531473636627,
-0.5496389865875244,
-0.2450118362903595,
0.34387215971946716,
-0.08367427438497543,
0.27911126613616943,
-0.7785868644714355,
0.5358561277389526,
0.06954258680343628,
0.029688989743590355,
-0.17991070449352264,
-0.06302613019943237,
0.5618730783462524,
-0.3397351801395416,
-0.08454179018735886,
-0.2207344025373459,
-0.24740521609783173,
0.45766520500183105,
0.007394604384899139,
-0.49329328536987305,
0.37451523542404175,
-0.26655644178390503,
0.22733773291110992,
0.8673152327537537,
-0.7614153623580933,
0.21621927618980408,
0.0671224296092987,
0.20622502267360687,
0.3903152346611023,
0.04707901179790497,
-0.4172455370426178,
0.34321215748786926,
-0.012368655763566494,
0.3762562572956085,
0.4510740041732788,
-1.051482081413269,
-0.2951371669769287,
-0.47131308913230896,
-0.29786932468414307,
0.8337293863296509,
-0.001837962307035923,
-0.0844176858663559,
0.6934195160865784,
0.6217491030693054,
-0.13350717723369598,
-0.1812264770269394,
0.5347443222999573,
-0.09435025602579117,
0.23843662440776825,
-0.2557733654975891,
-0.056407004594802856,
0.30349743366241455,
0.08344312757253647,
-0.14676140248775482,
0.3135735094547272,
0.22324901819229126,
-0.3268510699272156,
0.3220018148422241,
-0.03624628484249115,
-0.3166514039039612,
0.5072057247161865,
0.4620479941368103,
0.050071168690919876,
0.05262384191155434,
-0.1617569923400879,
-0.6152653694152832,
0.622467577457428,
0.11286807805299759,
0.3154837191104889,
-0.24330702424049377,
0.10583416372537613,
0.3132173717021942,
0.1759735345840454,
-0.2847919464111328,
0.25941911339759827,
-0.22003495693206787,
-0.499884694814682,
0.11430198699235916,
-0.35436803102493286,
-0.03352270647883415,
0.35419946908950806,
0.24367983639240265,
0.7313776612281799,
-0.0039430889301002026,
0.4397006928920746,
-0.21707427501678467,
0.03359261155128479,
0.6135690212249756,
-0.12567219138145447,
0.10749799013137817,
-0.03861607238650322,
-0.21457655727863312,
0.5654541850090027,
-0.5981503129005432,
0.5992063283920288,
-0.3753182590007782,
-0.17719042301177979,
0.5344012975692749,
0.5281354784965515,
0.5978434681892395,
-0.23870038986206055,
-0.27007386088371277,
-0.14772817492485046,
-0.29775282740592957,
-0.2639375329017639,
-0.3032654821872711,
-0.2930217981338501,
-0.07735192030668259,
0.5608220100402832,
0.16665519773960114,
-0.29567697644233704,
-0.05027882382273674,
-0.6323344707489014,
0.2874886393547058,
0.32000207901000977,
-0.35521239042282104,
-0.20169797539710999,
-0.04867815226316452,
0.8725118637084961,
0.3521348536014557,
0.750215470790863,
-0.09992620348930359,
-0.2001909613609314,
-0.006291793193668127,
0.42031028866767883,
-0.6801439523696899,
0.8333240747451782,
-0.44527411460876465,
-0.7040712833404541,
0.0365811362862587,
0.08527705073356628,
0.015792755410075188,
-0.08853498101234436,
-0.1392662674188614,
0.2828575074672699,
0.026592880487442017,
0.24087992310523987,
0.4295056462287903,
-0.2338113784790039,
0.10109324753284454,
-0.0351124182343483,
-0.626150906085968,
0.08042720705270767,
0.3495276868343353,
0.14677472412586212,
0.168891042470932,
0.02944428287446499,
-0.06110864132642746,
0.47250235080718994,
0.16373053193092346,
0.20263361930847168,
-0.03678495064377785,
0.09214574098587036,
-0.5922144055366516,
0.689626932144165,
-0.7429232597351074,
-0.10484342277050018,
-0.39944958686828613,
0.15278248488903046,
-0.22633470594882965,
-0.515795886516571,
-0.7039707899093628,
-0.06696270406246185,
-0.29802730679512024,
-0.08483713120222092,
0.02100951224565506,
0.8320643901824951,
0.1864236444234848,
-0.3958524465560913,
-0.5297813415527344,
0.2630547285079956,
0.1595464050769806,
-0.17993222177028656,
-0.16900992393493652,
-0.09298868477344513,
0.06880246102809906,
-0.07753610610961914,
0.1716614067554474,
-0.5585660338401794,
0.6741187572479248,
-0.26415833830833435
] |
Situational awareness has become an increasingly salient factor contributing to flight safety and operational performance, and the research has burgeoned to cope with the human performance challenges associated with the installation of advanced avionics systems in modern aircraft. The systematic study and application of situational awareness has also extended beyond the cockpit to include air traffic controllers and personnel operating within other complex, high consequence work domains. This volume offers a collection of essays that have made important contributions to situational awareness research and practice. To this end, it provides unique access to key readings that address the conceptual development of situational awareness, methods for its assessment, and applications to enhance situational awareness through training and design. | [
0.003113444894552231,
0.01590363308787346,
-0.015182492323219776,
0.016182178631424904,
0.021605994552373886,
-0.019792305305600166,
0.007106004282832146,
-0.008543252944946289,
-0.012280301190912724,
-0.00824560783803463,
-0.0003324741846881807,
0.015708765015006065,
-0.0030136124696582556,
0.025799136608839035,
-0.00560085941106081,
0.030217744410037994,
-0.00590679282322526,
0.02694724127650261,
0.0061010029166936874,
-0.017082098871469498,
-0.019259370863437653,
0.019202083349227905,
0.00847167894244194,
0.007238481193780899,
-0.031169261783361435,
0.02677573449909687,
-0.019649991765618324,
-0.01773509383201599,
-0.0008343405206687748,
0.013609206303954124,
0.012081101536750793,
-0.0024782982654869556,
0.0004404642968438566,
0.00857444666326046,
0.014551234431564808,
-0.017668988555669785,
-0.0004411886911839247,
0.009040061384439468,
-0.0022448243107646704,
-0.002234690822660923,
0.019666679203510284,
-0.000820779474452138,
0.006279375404119492,
-0.00554988207295537,
-0.0057927812449634075,
-0.0018845712766051292,
0.002993897534906864,
-0.014022374525666237,
-0.016148701310157776,
0.008203210309147835,
-0.00710507296025753,
-0.02040579542517662,
-0.0025925771333277225,
0.021221337839961052,
-0.005223748739808798,
-0.013721844181418419,
0.018773308023810387,
-0.004387631081044674,
-0.02249136008322239,
0.013412782922387123,
-0.016995925456285477,
-0.010426715016365051,
0.016146088019013405,
0.0025669008027762175,
-0.0257662795484066,
-0.06738767772912979,
0.02670101448893547,
0.005608537700027227,
0.004552265629172325,
-0.012540014460682869,
0.02265995740890503,
0.013352911919355392,
-0.03145375847816467,
-0.019471654668450356,
0.0006672657327726483,
0.009256808087229729,
0.0010353648103773594,
-0.0072014229372143745,
0.0077608497813344,
-0.003146306611597538,
0.0030073721427470446,
0.007846327498555183,
-0.00530410697683692,
0.01949538290500641,
0.0018404717557132244,
0.007279738783836365,
0.014477444812655449,
0.0076469420455396175,
-0.012478973716497421,
-0.0038236291147768497,
-0.007970448583364487,
0.00648804847151041,
0.0009359912946820259,
-0.014074565842747688,
-0.00505752582103014,
-0.01806342974305153,
-0.02484518103301525,
-0.02244279533624649,
-0.004854384809732437,
-0.0003200750797986984,
0.0055577075108885765,
0.02098829671740532,
0.016025569289922714,
-0.007565698586404324,
-0.0028173273894935846,
0.00572502426803112,
-0.02671552449464798,
0.009209615178406239,
-0.028482014313340187,
0.00515998899936676,
0.011632774956524372,
0.010988661088049412,
0.0016509885899722576,
-0.020244255661964417,
0.022532008588314056,
-0.009877394884824753,
0.015577622689306736,
-0.007494691759347916,
0.008167766034603119,
0.015151064842939377,
0.016079813241958618,
-0.013437176123261452,
0.004686043132096529,
0.011520188301801682,
0.003084370167925954,
0.022169411182403564,
0.008207063190639019,
0.021142996847629547,
-0.014026682823896408,
0.015674196183681488,
-0.007208299823105335,
-0.013462449423968792,
0.002137471456080675,
-0.0458717979490757,
0.025382278487086296,
-0.00040830945363268256,
-0.0014741320628672838,
-0.0006693414179608226,
-0.005847801920026541,
-0.0018390589393675327,
0.0003657354973256588,
0.01057451032102108,
-0.001792726805433631,
0.015768807381391525,
0.04001534730195999,
-0.002659518038854003,
-0.00797092542052269,
0.011781970039010048,
-0.01061395276337862,
0.0013436086010187864,
-0.0011364970123395324,
-0.016702231019735336,
-0.002388766035437584,
-0.014463084749877453,
0.006091013550758362,
-0.023167381063103676,
-0.0018983669579029083,
0.0009989505633711815,
-0.006990368943661451,
-0.012409945018589497,
0.00588725320994854,
0.014154842123389244,
0.007663290947675705,
0.006550624035298824,
0.01641101762652397,
0.0022919662296772003,
0.013663961552083492,
0.008055413141846657,
-0.010553269647061825,
-0.002480166032910347,
-0.009267093613743782,
0.0009786414448171854,
-0.03265945985913277,
0.004987848456948996,
-0.009030334651470184,
0.010708726942539215,
0.017454437911510468,
0.006365728564560413,
-0.004614163655787706,
0.06737921386957169,
-0.019941313192248344,
0.01583152636885643,
-0.004821390844881535,
-0.00017276452854275703,
-0.008765319362282753,
-0.006159601267427206,
0.03048204630613327,
-0.007247586734592915,
0.004242162220180035,
-0.00019147631246596575,
-0.022743728011846542,
-0.024382129311561584,
-0.011060498654842377,
-0.006416715681552887,
0.0038716820999979973,
0.0023998620454221964,
0.014796959236264229,
-0.005562538746744394,
0.011324448511004448,
0.006831992417573929,
0.020494792610406876,
-0.005848581902682781,
-0.0017533805221319199,
-0.008068716153502464,
0.012895219027996063,
0.005077358800917864,
0.00617816299200058,
-0.01125368196517229,
-0.014235093258321285,
0.006084285210818052,
0.00641215592622757,
-0.0012954738922417164,
-0.009275784716010094,
-0.0036872841883450747,
0.0037002237513661385,
0.004607276059687138,
-0.001372849103063345,
-0.004742052406072617,
0.010540807619690895,
-0.013955606147646904,
0.002237545093521476,
0.006861941423267126,
0.016824420541524887,
-0.02013486996293068,
0.025246569886803627,
0.0037247170694172382,
-0.019819054752588272,
0.012959429994225502,
0.016992192715406418,
0.0020077242515981197,
-0.021773599088191986,
-0.027117598801851273,
-0.0048512485809624195,
-0.010540235787630081,
0.048734623938798904,
0.019893944263458252,
0.006572631187736988,
-0.012605649419128895,
0.007071681320667267,
-0.011457106098532677,
0.00457552308216691,
-0.012636049650609493,
0.00804813951253891,
0.02074553817510605,
0.021161837503314018,
0.011132278479635715,
-0.006967352703213692,
-0.0255917776376009,
-0.00045019155368208885,
-0.011251116171479225,
0.00030064184102229774,
-0.015115691348910332,
0.0022902009077370167,
0.021021192893385887,
0.01567215286195278,
-0.012514353729784489,
0.02366669662296772,
0.011394388973712921,
0.02451651729643345,
-0.016718462109565735,
0.003165684174746275,
0.004888042341917753,
-0.012590055353939533,
0.007068423554301262,
0.024649467319250107,
0.008187544532120228,
0.027490541338920593,
0.029300622642040253,
0.020088909193873405,
0.009896899573504925,
0.0013452767161652446,
-0.006152395624667406,
-0.0013177278451621532,
-0.08182889968156815,
-0.013593772426247597,
-0.013031240552663803,
0.01637478917837143,
0.012434597127139568,
0.01354226190596819,
-0.0028611556626856327,
0.018223751336336136,
-0.014755239710211754,
0.021850232034921646,
0.008709223940968513,
-0.007901288568973541,
-0.007208437193185091,
-0.001586433732882142,
-0.004992465488612652,
-0.003650025464594364,
0.005376330576837063,
-0.029887475073337555,
-0.01941046305000782,
0.017995987087488174,
-0.015256129205226898,
-0.003223137464374304,
0.02282358705997467,
-0.0071324617601931095,
0.006446607410907745,
-0.003085202304646373,
-0.01662476733326912,
-0.00503165926784277,
0.02136116474866867,
0.009789586998522282,
0.02064412832260132,
-0.014470415189862251,
-0.0017682091565802693,
-0.01591530255973339,
0.0032536201179027557,
-0.0018961227033287287,
-0.00590671319514513,
0.007605646271258593,
-0.01753585785627365,
-0.01237303577363491,
0.024261077865958214,
0.019581804051995277,
-0.0024110686499625444,
0.009521091356873512,
0.004354830831289291,
-0.006072540767490864,
0.012332351878285408,
0.0013579691294580698,
0.007385302800685167,
-0.01330353319644928,
-0.021353360265493393,
-0.006996018812060356,
0.01658465340733528,
0.005506412126123905,
-0.0010659083491191268,
-0.013033578172326088,
-0.017611680552363396,
0.009312089532613754,
-0.011954912915825844,
-0.006338777951896191,
0.008458545431494713,
0.012276439927518368,
0.01736631616950035,
0.014021975919604301,
0.0012729109730571508,
-0.01962532475590706,
0.010474089533090591,
-0.0014620255678892136,
0.0019110252615064383,
-0.011444265022873878,
-0.009062708355486393,
-0.023156795650720596,
0.0026871678419411182,
0.0018592681735754013,
-0.020706333220005035,
-0.0055742766708135605,
-0.008623167872428894,
0.009315276518464088,
0.0120746660977602,
0.008952019736170769,
0.02030414715409279,
0.012499149888753891,
0.003507759654894471,
-0.00016505969688296318,
-0.01821930706501007,
0.010281015187501907,
0.005604357458651066,
0.011436783708631992,
0.006763692945241928,
-0.019827600568532944,
0.012506797909736633,
-0.027361437678337097,
0.013043513521552086,
0.003444511443376541,
0.026128556579351425,
-0.017597835510969162,
-0.000902879168279469,
-0.004625491797924042,
-0.013518279418349266,
0.00859791412949562,
0.00040726596489548683,
0.00599206518381834,
0.0068715037778019905,
-0.01538944337517023,
-0.00038775731809437275,
0.008120677433907986,
0.017115235328674316,
0.002382108010351658,
-0.0045737652108073235,
-0.007764589041471481,
-0.015074754133820534,
-0.0031863923650234938,
-0.007204174064099789,
0.017998231574892998,
0.010859224013984203,
0.011002091690897942,
-0.004738958552479744,
-0.0000985078513622284,
0.07320995628833771,
0.010043743997812271,
-0.00010156212374567986,
-0.007451079785823822,
-0.0024773338809609413,
-0.017698783427476883,
0.01493927277624607,
0.0026742899790406227,
0.004943817388266325,
-0.022110266610980034,
0.011923021636903286,
-0.009809951297938824,
0.0016680629923939705,
0.001641619484871626,
-0.0010790713131427765,
0.007785328663885593,
0.01661648228764534,
0.0012885606847703457,
0.0013618372613564134,
0.012300701811909676,
0.014977644197642803,
0.009439883753657341,
0.0008878473890945315,
0.02865949273109436,
-0.01096399500966072,
0.008848032914102077,
-0.01450112834572792,
-0.012055600062012672,
-0.0027880738489329815,
-0.00021563924383372068,
0.024205774068832397,
-0.01164228655397892,
0.0006357147940434515,
-0.00640510581433773,
-0.013806652277708054,
-0.0004904965753667057,
0.009950028732419014,
-0.029132794588804245,
0.001433294266462326,
0.019892903044819832,
-0.0007042596116662025,
-0.010167965665459633,
-0.0007265449967235327,
0.014029689133167267,
0.03678944334387779,
-0.0029064966365695,
0.002759916242212057,
-0.003529389388859272,
-0.003700602101162076,
0.01859365403652191,
-0.019805049523711205,
0.007643143646419048,
0.005163048394024372,
0.0008042344707064331,
-0.001235825358889997,
0.0066033294424414635,
-0.023101944476366043,
0.0015031134244054556,
-0.017634660005569458,
-0.0030319923534989357,
-0.012395438738167286,
-0.0011838157661259174,
0.013466048054397106,
-0.023085329681634903,
-0.0017942663980647922,
0.01358921080827713,
0.0026144387666136026,
-0.016222458332777023,
-0.05600448697805405,
0.006150375586003065,
-0.023032546043395996,
0.008794310502707958,
-0.0009282480459660292,
-0.004262411966919899,
-0.01615142449736595,
-0.013150745071470737,
-0.011903750710189342,
-0.005977784749120474,
-0.012768184766173363,
0.000028001726604998112,
-0.002069409703835845,
-0.014584096148610115,
-0.01345662958920002,
-0.02392501011490822,
-0.029924796894192696,
-0.0010300703579559922,
0.005174738354980946,
-0.07538940012454987,
0.011083954945206642,
0.015355680137872696,
-0.007333904970437288,
0.004298661835491657,
-0.012463336810469627,
-0.011197982355952263,
0.008584349416196346,
-0.0060083200223743916,
-0.004236686043441296,
-0.010761965066194534,
0.008039192296564579,
0.004963326267898083,
0.017814574763178825,
0.009720232337713242,
0.0210944265127182,
0.015297782607376575,
0.002717448864132166,
-0.0038139859680086374,
0.007818033918738365,
0.0012012235820293427,
0.005477163475006819,
-0.012202512472867966,
0.005501752253621817,
0.015395751222968102,
-0.08193835616111755,
-0.011941562406718731,
0.004159734584391117,
-0.011905360035598278,
-0.013208070769906044,
-0.005072078667581081,
0.019741175696253777,
-0.01200862042605877,
-0.03421097248792648,
-0.015574580058455467,
-0.002207385841757059,
0.0014502608682960272,
-0.0011514420621097088,
0.0033880332484841347,
0.016950320452451706,
0.002190663944929838,
0.007993124425411224,
0.004164797719568014,
0.01903625950217247,
0.002902583684772253,
0.03136967867612839,
0.003131750738248229,
-0.007547836750745773,
-0.012801297940313816,
-0.008876388892531395,
-0.003009957727044821,
0.0008814171887934208,
0.004658311605453491,
0.011767534539103508,
-0.002564894501119852,
0.018683243542909622,
-0.006399927660822868,
0.0032384097576141357,
0.015435786917805672,
0.021976465359330177,
-0.005271692760288715,
0.0020153187215328217,
0.0014258148148655891,
-0.015416329726576805,
-0.01267377007752657,
-0.0027154211420565844,
0.011038490571081638,
-0.0073256343603134155,
0.011085792444646358,
-0.011816391721367836,
0.014778105542063713,
0.0044905394315719604,
0.0023584445007145405,
0.01496648695319891,
0.00044498639181256294,
0.0029446373227983713,
0.01704125478863716,
0.005575850605964661,
0.001990942284464836,
-0.00323640089482069,
-0.01178694050759077,
-0.004841088317334652,
-0.0013814086560159922,
0.0016280676936730742,
0.001221314538270235,
0.00026040500961244106,
0.006447128485888243,
-0.00526520237326622,
0.07223925739526749,
-0.03360982611775398,
0.01138850674033165,
-0.003805645275861025,
0.005952648818492889,
-0.007562894374132156,
-0.018774254247546196,
0.02079656347632408,
-0.005270263180136681,
-0.022287728264927864,
-0.0011654956033453345,
-0.00849544070661068,
0.0007663464639335871,
0.0010491448920220137,
0.010599659755825996,
-0.030463598668575287,
0.006077894009649754,
-0.011862951330840588,
-0.008392768912017345,
0.021793337538838387,
-0.037433505058288574,
-0.005048244725912809,
-0.02831549383699894,
0.011867711320519447,
0.006994520779699087,
0.0028543334919959307,
-0.0039849476888775826,
-0.007632865104824305,
0.013692709617316723,
-0.0027456555981189013,
-0.010806931182742119,
0.005750545300543308,
-0.0003328826860524714,
-0.020854953676462173,
0.012228879146277905,
-0.008275452069938183,
0.015709983184933662,
-0.0085558220744133,
-0.015098415315151215,
-0.0087211849167943,
0.01695092022418976,
-0.0032373510766774416,
0.007721534930169582,
0.006971015594899654,
0.002299141837283969,
0.012114427983760834,
0.004562938120216131,
-0.006021242588758469,
0.0009246538393199444,
0.021047193557024002,
-0.004724456928670406,
0.004110518377274275,
0.009166378527879715,
-0.00847720354795456,
0.019938265904784203,
-0.011298846453428268,
0.0008513280190527439,
0.005943680182099342,
0.020137423649430275,
-0.023062678053975105,
-0.006671677343547344,
-0.015068410895764828,
0.02508145198225975,
0.0020299300085753202,
0.010150370188057423,
-0.008924867957830429,
0.0136970654129982,
-0.012330506928265095,
-0.023147251456975937,
0.008025508373975754,
-0.00922674871981144,
0.003650043625384569,
-0.0027585059870034456,
-0.02443060278892517,
-0.003263333346694708,
0.0014569922350347042,
-0.012813395820558071,
0.004629811272025108,
0.017341740429401398,
0.006020416505634785,
-0.012474291026592255,
0.015219444409012794,
-0.006794188171625137,
-0.03162001818418503,
-0.014872387982904911,
-0.007370220497250557,
-0.01048510055989027,
-0.008443276397883892,
-0.005484205204993486,
0.00938577763736248,
0.00852474570274353,
0.006910406053066254,
-0.0033093623351305723,
-0.003690761514008045,
0.0017903703264892101,
0.03476036339998245,
-0.00429028132930398,
0.010788142681121826,
0.01773391291499138,
0.014485911466181278,
0.007350783329457045,
0.014715077355504036,
0.0054089706391096115,
-0.0039413608610630035,
0.000825866125524044,
-0.003077930770814419,
0.0026386145036667585,
0.01623746193945408,
-0.0032859868369996548,
0.003842368256300688,
0.0015832716599106789,
-0.010504337958991528,
0.013499084860086441,
0.030595090240240097,
-0.004893769510090351,
-0.0015218043699860573,
-0.0058397711254656315,
0.003577540861442685,
0.007234818302094936,
-0.0038808882236480713,
-0.029217317700386047,
-0.011486841365695,
0.001728537492454052,
0.018443671986460686,
-0.022517673671245575,
-0.006621087901294231,
-0.0011567947221919894,
0.018353383988142014,
0.009073853492736816,
-0.008369650691747665,
-0.0017199727008119226,
0.0012815777445212007,
-0.003514376003295183,
-0.008348239585757256,
-0.0047052111476659775,
-0.006212310865521431,
-0.014258145354688168,
0.0016158767975866795,
0.012188596650958061,
-0.000496990978717804,
0.008446517400443554,
-0.021518543362617493,
-0.01024244911968708,
-0.0015297802165150642,
0.009402534924447536,
-0.011597901582717896,
0.013227885589003563,
0.006014401093125343,
0.012843215838074684,
-0.0018753544427454472,
-0.012128139846026897,
0.01577528566122055,
0.022571135312318802,
-0.002163944998756051,
-0.01503072865307331,
0.023196537047624588,
0.004521537572145462,
0.009563099592924118,
-0.02946985885500908,
0.00444384478032589,
0.0031686367001384497,
-0.010740439407527447,
-0.0015164539217948914,
-0.009457387961447239,
-0.010892286896705627,
0.02485915832221508,
-0.007130911573767662,
0.013695056550204754,
0.00981574784964323,
-0.01004660502076149,
0.018162023276090622,
-0.002715504262596369,
-0.011451534926891327,
0.000319882296025753,
-0.016320766881108284,
-0.013788115233182907,
-0.011052336543798447,
0.007551520597189665,
-0.00043372251093387604,
-0.0007867605891078711,
-0.00047246809117496014,
-0.021081602200865746,
-0.0018121248576790094,
-0.0068032024428248405,
-0.011192837730050087,
-0.007871427573263645,
-0.017495248466730118,
0.007570662535727024,
0.001010967418551445,
0.0002564461901783943,
-0.006833396852016449,
0.0019456783775240183,
-0.021993961185216904,
0.005214051343500614,
-0.0040269531309604645,
0.008238845504820347,
-0.005609358660876751,
0.004250150173902512,
-0.00955494586378336,
-0.012621324509382248,
0.004050440154969692,
-0.005973881110548973
] | [
-0.0710722878575325,
0.18376219272613525,
0.02679130621254444,
0.09980321675539017,
-0.05327392742037773,
0.17475508153438568,
0.12409792095422745,
0.11538267135620117,
-0.1476038694381714,
-0.9010334610939026,
-0.44713154435157776,
0.6899566054344177,
-0.05472481623291969,
-0.06615818291902542,
0.1162247285246849,
0.4722198247909546,
0.39439091086387634,
0.052838075906038284,
-0.26659300923347473,
-0.28252604603767395,
-0.8758706450462341,
-0.3237389028072357,
-0.33298173546791077,
0.056411586701869965,
0.20368723571300507,
-0.12642987072467804,
0.24835433065891266,
0.5793846249580383,
0.0671759620308876,
0.024404363706707954,
0.1493295282125473,
0.2813418209552765,
-0.36051228642463684,
-0.2521168291568756,
-0.3258189558982849,
0.17368189990520477,
-0.31378158926963806,
-0.22971341013908386,
-0.2745172083377838,
-0.014430462382733822,
0.06520237028598785,
0.1678522676229477,
0.02437388338148594,
-0.0835450068116188,
-0.2749531865119934,
-0.8226861357688904,
-1.4107133150100708,
0.005772900767624378,
-0.11116952449083328,
0.5844355821609497,
-0.2294715791940689,
0.6920680403709412,
0.3038671910762787,
-0.04258611798286438,
0.05686834082007408,
0.685808002948761,
-0.3504250943660736,
-0.004544409457594156,
-0.01401177141815424,
-0.6013045907020569,
0.3264877498149872,
0.19716523587703705,
0.21113844215869904,
0.05176769569516182,
-0.08140422403812408,
0.1127171739935875,
-0.0969964861869812,
-0.5887589454650879,
-0.06188448145985603,
-0.09968481212854385,
-0.16406822204589844,
-0.17808710038661957,
-0.30969932675361633,
0.7052938342094421,
-0.6427184343338013,
0.1910436898469925,
0.35386165976524353,
-0.36669450998306274,
-0.5702114701271057,
0.03157688304781914,
0.18731586635112762,
0.28955385088920593,
0.5583622455596924,
-0.1480240523815155,
0.5999123454093933,
0.22871313989162445,
-0.5746902823448181,
0.691531777381897,
0.3071545362472534,
0.20939946174621582,
0.551493227481842,
-0.6303179264068604,
0.2532200217247009,
0.3061175048351288,
0.5776693224906921,
0.3783625364303589,
0.9015429019927979,
0.020526515319943428,
0.3219423294067383,
0.03876842185854912,
0.06335290521383286,
-0.09729345887899399,
0.40641847252845764,
-0.25482839345932007,
-0.3668243885040283,
-0.4240591824054718,
-0.17655929923057556,
-0.552377462387085,
-0.47745752334594727,
0.4881078004837036,
-0.9166204333305359,
0.07867135852575302,
0.020664583891630173,
-0.4248928129673004,
-0.22932003438472748,
0.31584763526916504,
-0.066246397793293,
0.06922654807567596,
-0.08508439362049103,
0.134352907538414,
0.08096493035554886,
0.5543093085289001,
0.1278420239686966,
0.4434831738471985,
-0.14129161834716797,
-0.11189225316047668,
0.9608555436134338,
0.440173476934433,
-0.835060179233551,
0.023558789864182472,
0.13468538224697113,
0.5924999713897705,
-0.13687752187252045,
0.17627352476119995,
-0.009358922950923443,
0.2284073531627655,
0.36816033720970154,
0.11300249397754669,
0.26276734471321106,
0.2721811830997467,
-0.6410017013549805,
-0.8478031158447266,
-0.19593432545661926,
-0.3824896514415741,
-0.11135917156934738,
-0.4792655408382416,
0.1378311812877655,
-0.22227992117404938,
-0.23322084546089172,
-0.4084800183773041,
0.23136770725250244,
-0.09349019080400467,
-0.7946129441261292,
0.013798512518405914,
-0.053655192255973816,
0.4378504455089569,
0.07474833726882935,
0.08109329640865326,
0.27735695242881775,
-0.025159679353237152,
0.26539039611816406,
-0.10911070555448532,
-0.7840064764022827,
-0.021275930106639862,
0.013167117722332478,
-0.4409423768520355,
-0.38994088768959045,
0.3814544975757599,
0.12981823086738586,
0.15918855369091034,
0.09846314042806625,
-0.34522029757499695,
-0.20712026953697205,
-0.24522030353546143,
-0.10848161578178406,
0.33793553709983826,
0.14162397384643555,
0.26391419768333435,
0.15259388089179993,
0.3777875602245331,
-0.647601842880249,
-0.1721615195274353,
0.10531826317310333,
-0.3636648654937744,
0.14992620050907135,
0.10390347987413406,
0.18431507050991058,
-0.5710093379020691,
-0.07322076708078384,
0.06603836268186569,
-0.569007158279419,
-0.53483647108078,
0.2776193618774414,
-0.9823307394981384,
1.2060497999191284,
-0.08223804086446762,
0.10233328491449356,
1.60000741481781,
-0.24286195635795593,
0.20307938754558563,
0.37999027967453003,
0.19014018774032593,
0.19053621590137482,
0.21829262375831604,
-0.46481478214263916,
0.170070618391037,
-0.32259416580200195,
0.317180335521698,
-0.4608915150165558,
-0.006851166021078825,
0.5238648653030396,
-0.3445436656475067,
-0.31431055068969727,
-0.3552648425102234,
0.3587530553340912,
0.13252365589141846,
-0.671858012676239,
0.4107154607772827,
-0.6656412482261658,
-0.1413567066192627,
0.7736479640007019,
-0.3717529773712158,
0.4153567850589752,
0.3043517768383026,
0.019917767494916916,
0.0698566734790802,
0.5007187128067017,
0.3949214518070221,
0.9841885566711426,
-1.171186089515686,
0.023627758026123047,
-0.13479375839233398,
0.10764291137456894,
-0.581898033618927,
-0.24117501080036163,
0.07604005187749863,
0.2509954273700714,
-0.12249952554702759,
0.329235315322876,
-0.09543414413928986,
-0.27252060174942017,
0.041901595890522,
-0.5035302042961121,
0.5798202753067017,
0.14046533405780792,
-0.5597652196884155,
-0.3955284357070923,
-0.12561383843421936,
-0.22712722420692444,
0.13728034496307373,
0.02604726329445839,
0.7444864511489868,
-0.05847463756799698,
-0.6660182476043701,
-0.0677238255739212,
-0.09481605887413025,
-0.35284891724586487,
-0.2613617479801178,
-0.01954970881342888,
-0.42483919858932495,
0.16899122297763824,
0.3243132531642914,
0.4026433825492859,
0.5147648453712463,
0.1062835231423378,
-0.5298970341682434,
-0.4317628741264343,
-0.6270360946655273,
0.23443062603473663,
1.0259243249893188,
0.49673596024513245,
0.03987933322787285,
-0.14228703081607819,
0.34007126092910767,
-0.32384780049324036,
-0.4668895900249481,
0.06436292827129364,
0.3254511058330536,
-0.7749056816101074,
-0.1229829341173172,
0.19851724803447723,
0.41072937846183777,
0.6453627347946167,
-0.5176480412483215,
0.08080293238162994,
-0.20814962685108185,
0.3752930462360382,
-0.04901697486639023,
-0.557539165019989,
0.293429434299469,
0.28029459714889526,
-0.1049884483218193,
0.15320177376270294,
-0.26856252551078796,
0.7733970284461975,
0.20318755507469177,
0.08663146942853928,
0.814815878868103,
0.2445792257785797,
-0.15972715616226196,
0.06344068050384521,
0.5295443534851074,
0.07933309674263,
-0.48306146264076233,
-0.40981218218803406,
-0.28788188099861145,
-0.18336018919944763,
0.144350066781044,
-5.79827356338501,
-0.2530442178249359,
-0.2098802924156189,
-0.08271239697933197,
-0.5777263641357422,
0.2693314850330353,
0.8500048518180847,
-0.24495285749435425,
0.11796693503856659,
0.024439774453639984,
0.1614917814731598,
0.18463601171970367,
0.4487801790237427,
0.5476548671722412,
-0.23074211180210114,
0.24865096807479858,
0.27037349343299866,
-0.056044694036245346,
-0.09715718030929565,
0.46100589632987976,
0.1723024994134903,
-0.3747224509716034,
-0.06045079603791237,
0.8257794380187988,
0.1075175479054451,
0.13377873599529266,
-0.9461005926132202,
0.19970326125621796,
-0.061696574091911316,
0.3728768527507782,
0.4088651239871979,
-0.5041552186012268,
-0.31572288274765015,
-0.062465593218803406,
0.3332044184207916,
0.09751467406749725,
0.07332249730825424,
0.18978480994701385,
0.24234239757061005,
-0.5215517282485962,
-0.02456405758857727,
0.18655212223529816,
0.1237906813621521,
0.19818025827407837,
0.15317122638225555,
-0.1742529273033142,
-0.20331978797912598,
0.14247964322566986,
0.0216961856931448,
0.853752851486206,
-0.43056654930114746,
-0.16323144733905792,
0.4270375370979309,
-0.04025743156671524,
0.1562734991312027,
-0.1686103492975235,
0.6516306400299072,
0.04539542272686958,
-0.09102801978588104,
0.11842788755893707,
0.1437995880842209,
-0.5754435062408447,
-0.04355008155107498,
-0.5599525570869446,
-0.3304794132709503,
0.45949339866638184,
-1.0603227615356445,
-1.192893624305725,
0.234622523188591,
-0.21041607856750488,
-0.5314924716949463,
0.6883331537246704,
0.3922698497772217,
-0.28003865480422974,
0.16849979758262634,
-0.9609834551811218,
0.23371709883213043,
-0.04597320780158043,
0.3018583655357361,
-0.29494696855545044,
-0.2841123938560486,
-0.2759002149105072,
-0.23420090973377228,
-0.20046177506446838,
-0.15693756937980652,
-0.3308565318584442,
-0.18731923401355743,
-0.2701294720172882,
-0.1541094332933426,
0.2511303126811981,
1.0310908555984497,
-0.28184178471565247,
0.14508455991744995,
0.5937909483909607,
0.7487866282463074,
0.6565371155738831,
0.19230642914772034,
0.17518557608127594,
0.48475784063339233,
-0.40251219272613525,
0.3772164583206177,
-0.32133206725120544,
-0.4253782331943512,
-0.4368557631969452,
-0.01449084747582674,
0.024873793125152588,
-0.24744871258735657,
0.03701389580965042,
1.0166258811950684,
-0.848636269569397,
0.08335509896278381,
-0.09148282557725906,
-0.28430354595184326,
-0.3628902733325958,
0.24537774920463562,
-0.14510345458984375,
-0.1492624282836914,
0.24266360700130463,
0.18186599016189575,
-0.27943408489227295,
0.3272196352481842,
-0.4280727505683899,
0.3041958510875702,
0.6561251878738403,
0.09710076451301575,
-0.13328921794891357,
0.17164969444274902,
0.546725869178772,
-0.4421539604663849,
-0.02363179624080658,
0.3129478991031647,
0.3482750654220581,
-0.1072462946176529,
0.6271519660949707,
0.08472009003162384,
-0.8649557828903198,
0.04472949355840683,
0.09036432206630707,
0.09065369516611099,
-0.470540851354599,
0.2187293916940689,
0.19348733127117157,
0.13443748652935028,
-0.4166300892829895,
0.3762897253036499,
0.3656140863895416,
-0.574789822101593,
0.044851887971162796,
-0.017794527113437653,
0.46734005212783813,
0.00714098708704114,
-0.27426648139953613,
-0.24541881680488586,
-0.14543041586875916,
-0.29989203810691833,
-0.07541206479072571,
0.05921727046370506,
-0.15340475738048553,
0.15145933628082275,
-0.2536781132221222,
0.6954674124717712,
-0.07406105846166611,
-1.085870385169983,
-0.5260767936706543,
-0.03935350105166435,
0.2393825352191925,
-0.6512856483459473,
-0.35480767488479614,
-0.14507874846458435,
0.3281760811805725,
-0.03131251782178879,
-0.7450942993164062,
-0.44651851058006287,
-0.372546523809433,
0.026557819917798042,
-0.015165313147008419,
-0.058873169124126434,
0.49534985423088074,
0.07434870302677155,
0.2907683551311493,
-0.05987716093659401,
-0.6044588088989258,
-0.5744830965995789,
0.22415129840373993,
0.5532990097999573,
-0.08981654793024063,
0.23087666928768158,
-0.11373830586671829,
-0.1827501356601715,
-0.3047483265399933,
0.411482572555542,
0.420122891664505,
0.24815203249454498,
-0.07469440996646881,
-0.0010974344331771135,
-0.35835084319114685,
0.017733242362737656,
-0.46365055441856384,
-0.40509694814682007,
-0.08920404314994812,
0.2637457251548767,
0.38721340894699097,
-0.534997820854187,
0.32203081250190735,
0.04518546536564827,
-0.38266247510910034,
0.5550373196601868,
-0.22879420220851898,
-0.47331544756889343,
-0.4804559648036957,
-0.6150301694869995,
-0.08789461851119995,
0.23988410830497742,
0.2502693235874176,
-0.848125696182251,
0.15043756365776062,
-0.424317866563797,
-0.21531467139720917,
-0.5376914143562317,
0.5021004676818848,
0.15987297892570496,
-0.021946102380752563,
-0.5221608877182007,
-0.20284618437290192,
-0.5237256288528442,
-0.1572086066007614,
0.47387808561325073,
-0.4331303536891937,
0.06505753099918365,
0.02537311241030693,
-0.8796306252479553,
0.1264132261276245,
0.4268205761909485,
-0.042396239936351776,
-0.5752449631690979,
-0.20881029963493347,
-0.2962602376937866,
0.32656729221343994,
0.3882543742656708,
0.40974709391593933,
0.3854653239250183,
0.7548338770866394,
-0.3063446283340454,
-0.7429348230361938,
-0.055606164038181305,
0.2110653966665268,
0.437212198972702,
-0.8008719086647034,
-0.593227744102478,
-0.2440936416387558,
0.5235559940338135,
-0.3471897542476654,
-0.27003568410873413,
0.21340163052082062,
0.4621219336986542,
0.08676756173372269,
-0.09130968898534775,
-0.31992217898368835,
0.20341821014881134,
-0.1119154691696167,
0.20966720581054688,
-0.540007472038269,
-0.7793370485305786,
-0.2545226216316223,
0.2572880983352661,
0.07475611567497253,
-0.40136051177978516,
-0.34248390793800354,
0.14520640671253204,
-0.4684057831764221,
0.15082713961601257,
0.1022731363773346,
0.42220538854599,
0.25653141736984253,
0.755122721195221,
-0.08349917829036713,
-0.1825455278158188,
-0.08383180946111679,
0.2142515778541565,
0.14951275289058685,
0.002909422619268298,
-0.4024548828601837,
0.5069252252578735,
-0.3725461959838867,
0.4635941982269287,
-0.08955277502536774,
0.6406724452972412,
-0.42872223258018494,
-0.2919417917728424,
-0.18348166346549988,
0.10994088649749756,
-0.2441219836473465,
-0.38188841938972473,
0.4167550802230835,
0.11816795915365219,
0.03432758152484894,
0.7240312695503235,
0.13516665995121002,
0.1287042796611786,
-0.22543422877788544,
-0.31078386306762695,
0.75089031457901,
0.013229097239673138,
-0.5076812505722046,
0.3142259120941162,
0.00749214505776763,
0.2940922677516937,
-0.30402493476867676,
-0.35575127601623535,
0.02859213389456272,
0.22885891795158386,
-0.4061349034309387,
-0.04203540086746216,
0.8605965375900269,
0.20138506591320038,
0.28715941309928894,
0.04100571945309639,
-0.4161054491996765,
0.988709568977356,
0.2603965699672699,
-0.2288479059934616,
0.047839317470788956,
0.7390134930610657,
0.1917257010936737,
-0.7486110329627991,
0.6037544012069702,
-0.27648356556892395,
0.32269763946533203,
0.22469229996204376,
0.3949557840824127,
0.7594029903411865,
0.9415673613548279,
-0.054068781435489655,
0.41642701625823975,
-0.07985297590494156,
0.030156811699271202,
0.4474221169948578,
-0.7539032697677612,
-0.39140766859054565,
0.111785389482975,
0.4766555428504944,
0.18071377277374268,
0.2522733211517334,
0.44059866666793823,
-0.15042084455490112,
0.4895327687263489,
0.43864908814430237,
0.5856187343597412,
-0.2926020324230194,
0.10783695429563522,
-0.17492437362670898,
0.19454580545425415,
0.009088247083127499,
-0.061643633991479874,
-0.19498418271541595,
0.006983642932027578,
0.4607268273830414,
-0.6451511979103088,
-0.393951952457428,
0.5856756567955017,
-0.29292061924934387,
0.5620737075805664,
0.1623828411102295,
0.02022729255259037,
-0.23426279425621033,
0.12246615439653397,
0.6771514415740967,
-0.5176340937614441,
0.7493730187416077,
-0.14279897511005402,
-0.434883177280426,
0.8801915645599365,
-0.8788705468177795,
0.0963667780160904,
0.08037544041872025,
-0.6837714314460754,
0.6943475008010864,
0.1572892963886261,
0.3632521629333496,
0.2434498369693756,
0.09327848255634308,
0.0059570991434156895,
-0.07495900243520737,
-0.5113239288330078,
0.7416353225708008,
0.15359389781951904,
-0.1039007157087326,
0.4175732135772705,
0.1435326784849167,
0.4157086908817291,
-0.23760268092155457,
-1.0183639526367188,
-0.33052998781204224,
0.2221873551607132,
0.053518664091825485,
-0.017459407448768616,
0.024573272094130516,
0.5192742943763733,
0.27334359288215637,
-0.14827868342399597,
-0.2518424093723297,
0.09396621584892273,
-0.35297033190727234,
0.28447774052619934,
-0.60420161485672,
0.0446164608001709,
-0.7045589685440063,
-0.02878001146018505,
-0.9344684481620789,
0.4657907783985138,
0.1848469078540802,
0.547359824180603,
-0.34505388140678406,
-0.21449804306030273,
-0.09304708987474442,
0.09417945891618729,
0.0019957583863288164,
-0.192030131816864,
0.4650510549545288,
-0.4677572548389435,
-0.14292123913764954,
-0.28716516494750977,
0.2228568196296692,
-0.3674902021884918,
0.0996147021651268,
-0.4793379306793213,
-0.3080851137638092,
0.8462185263633728,
-0.24656842648983002,
0.3080277144908905,
0.11516139656305313,
0.005714759696274996,
-0.4501762092113495,
0.4940798580646515,
-0.0884302407503128,
-0.009840489365160465,
-0.029767505824565887,
0.26917576789855957,
0.5114773511886597,
-0.31446734070777893,
0.3820905387401581,
-0.03679109364748001,
0.02081199735403061,
0.4828154146671295,
-0.09165484458208084,
0.1971340775489807,
-0.5381268262863159,
-0.31313657760620117,
-0.6018030047416687,
0.5742025971412659,
-0.16180044412612915,
-0.3822024166584015,
0.3201577961444855,
-0.7637081146240234,
-0.5790350437164307,
-0.23282931745052338,
-0.04186432436108589,
-0.3666750490665436,
-0.23281316459178925,
0.028721366077661514
] |
The study of cognition across cultures offers a useful approach to both identifying bottlenecks in information processing and suggesting culturespecific strategies to alleviate these limitations. The recent emphasis on applying cognitive neuroscience methods to the study of culture further aids in specifying which processes differ cross-culturally. By localizing cultural differences to distinct neural regions, the comparison of cultural groups helps to identify candidate information processing mechanisms that can be made more efficient with augmented cognition and highlights the unique solutions that will be required for different groups of information processors. | [
-0.007852496579289436,
0.0035782454069703817,
-0.013824147172272205,
0.015184471383690834,
-0.008228585124015808,
-0.02632443793118,
0.011354753747582436,
-0.005636243149638176,
-0.011525248177349567,
0.0572025291621685,
0.008181488141417503,
0.01738145761191845,
-0.004203661810606718,
0.013568403199315071,
0.009056102484464645,
0.017830384895205498,
-0.0017705796053633094,
0.0394580215215683,
0.00519340205937624,
0.013987382873892784,
0.00038620588020421565,
0.03406535089015961,
0.01220722310245037,
0.0007910749991424382,
0.0036071673966944218,
0.029181914404034615,
-0.02640623040497303,
-0.021776283159852028,
0.02524210326373577,
-0.042936600744724274,
-0.00046312957420013845,
0.01312059722840786,
-0.0027322345413267612,
0.012462865561246872,
-0.0035072914324700832,
0.02198098599910736,
-0.003343593329191208,
0.027155263349413872,
-0.006151522975414991,
-0.003917408641427755,
0.012202087789773941,
-0.004978313576430082,
0.004027415066957474,
0.001964808674529195,
-0.0084190359339118,
-0.030083641409873962,
-0.003106204327195883,
0.024534014984965324,
0.008291899226605892,
0.012415231205523014,
-0.013993317261338234,
-0.040694016963243484,
-0.0015459749847650528,
-0.0031296610832214355,
-0.007519508246332407,
0.005609310232102871,
0.022241298109292984,
0.008220499381422997,
-0.021794114261865616,
-0.008765061385929585,
-0.030401242896914482,
0.010055984370410442,
0.009097550064325333,
-0.06335669755935669,
0.0001944864634424448,
-0.0666264146566391,
-0.007985219359397888,
0.028259051963686943,
-0.0019114712486043572,
-0.00952350627630949,
-0.00399664044380188,
0.01509367860853672,
-0.007839182391762733,
0.004540540743619204,
-0.0074761537835001945,
0.041585396975278854,
0.00700302654877305,
0.01153599377721548,
-0.03268517926335335,
-0.007357074413448572,
-0.005967358592897654,
-0.007166479714214802,
0.018525851890444756,
0.015096718445420265,
0.040919315069913864,
0.014580080285668373,
0.0008086276357062161,
0.00822056271135807,
0.0025728216860443354,
0.009042377583682537,
0.008273016661405563,
-0.02259949967265129,
-0.005771557334810495,
0.011697580106556416,
-0.020826563239097595,
0.0035096120554953814,
-0.010277419351041317,
0.02223067171871662,
0.03446492925286293,
-0.017363104969263077,
-0.007493956480175257,
0.010768955573439598,
0.021493978798389435,
0.02472313493490219,
-0.0021667678374797106,
0.017485706135630608,
0.014842893928289413,
0.007438242435455322,
-0.004855484701693058,
0.004714206326752901,
-0.011882668361067772,
0.027809718623757362,
-0.025654727593064308,
-0.0016887712990865111,
0.01974264532327652,
-0.04776019975543022,
-0.02431391179561615,
0.01884952373802662,
0.006841816008090973,
-0.006521340925246477,
0.004051312804222107,
0.01265063975006342,
0.010867889970541,
-0.011990444734692574,
0.004138339776545763,
-0.010849936865270138,
-0.022098291665315628,
0.028051720932126045,
-0.0025593333411961794,
0.006414428353309631,
-0.015087909065186977,
-0.0017688082298263907,
0.031578972935676575,
0.01035543717443943,
0.016664745286107063,
-0.007325843442231417,
-0.015258928760886192,
-0.0038942776154726744,
-0.001851030858233571,
-0.0034487375523895025,
-0.01962953247129917,
0.00890133436769247,
-0.0030445854645222425,
0.006933615077286959,
0.001487712492235005,
-0.00015572142729070038,
-0.003454797435551882,
0.013248522765934467,
-0.029690418392419815,
-0.00412709591910243,
0.02354477532207966,
0.00021245458628982306,
-0.0038643230218440294,
-0.012599792331457138,
-0.0024408563040196896,
-0.011341576464474201,
-0.00868903286755085,
-0.01111696008592844,
-0.006768824998289347,
-0.018460385501384735,
0.032102350145578384,
0.025776594877243042,
0.02725009247660637,
0.00786680355668068,
0.029497558251023293,
-0.021817388013005257,
0.010343212634325027,
0.004010750446468592,
-0.03184400871396065,
0.0030523515306413174,
-0.0179898738861084,
0.034246452152729034,
-0.0432780459523201,
0.011893544346094131,
0.0040735206566751,
-0.006528834812343121,
0.04615182802081108,
0.006150088272988796,
-0.001509730238467455,
0.06698279082775116,
-0.01159457303583622,
0.02737821452319622,
-0.00322849303483963,
0.027123665437102318,
0.012008529156446457,
-0.0030505056492984295,
0.01092488132417202,
-0.005879988428205252,
0.01638203114271164,
-0.028684157878160477,
-0.012178654782474041,
-0.01508808322250843,
0.011922523379325867,
-0.0042464216239750385,
-0.006136597599834204,
0.004324909765273333,
0.02233206294476986,
-0.004297284409403801,
-0.017114896327257156,
-0.00829658005386591,
-0.010935233905911446,
-0.01231079176068306,
0.019198723137378693,
0.03412282466888428,
-0.04182411730289459,
0.014112616889178753,
0.030329842120409012,
0.008062831126153469,
-0.0007431378471665084,
-0.04270981624722481,
0.029698826372623444,
-0.015275174751877785,
-0.008792447857558727,
-0.014594408683478832,
0.05355038866400719,
-0.005828596651554108,
-0.006081452127546072,
-0.001764377811923623,
-0.007301847450435162,
-0.011969467625021935,
0.0016037324676290154,
0.005691769998520613,
0.033821213990449905,
0.0025199628435075283,
0.024575401097536087,
0.011650830507278442,
-0.019777406007051468,
0.009117867797613144,
0.01303047128021717,
-0.00852843839675188,
0.006185044534504414,
0.0013514450984075665,
-0.01375762838870287,
-0.021425636485219002,
0.015807339921593666,
0.06442423909902573,
0.013380696065723896,
-0.004460250958800316,
0.013326086103916168,
-0.006589610129594803,
-0.037725381553173065,
-0.04439142718911171,
0.035618335008621216,
-0.025717314332723618,
0.006466259714215994,
-0.010272931307554245,
0.0225603636354208,
-0.030221128836274147,
-0.006757932715117931,
-0.009248647838830948,
0.0029295706190168858,
0.031147878617048264,
0.012975589372217655,
-0.024447711184620857,
0.007375281769782305,
-0.004688307177275419,
-0.0017047100700438023,
-0.008023247122764587,
0.024669991806149483,
0.020151512697339058,
-0.002385093830525875,
0.0048818341456353664,
-0.04198700934648514,
0.018404517322778702,
-0.020073559135198593,
0.009431280195713043,
0.010888013988733292,
0.020542381331324577,
-0.020810792222619057,
-0.0005758461193181574,
0.006457664538174868,
-0.020970163866877556,
0.003608020953834057,
-0.08100604265928268,
-0.007164619863033295,
0.0016190888127312064,
-0.015779737383127213,
0.019071605056524277,
-0.00938285794109106,
0.021566135808825493,
0.018328573554754257,
-0.011850587092339993,
-0.026750825345516205,
0.013062404468655586,
-0.00020442674576770514,
-0.01464777160435915,
0.026113033294677734,
-0.001886278623715043,
-0.010043139569461346,
0.009641703218221664,
0.0034504530485719442,
-0.013837973587214947,
-0.018088027834892273,
-0.03356117755174637,
-0.014138735830783844,
0.0020107540767639875,
-0.00819635670632124,
-0.019215991720557213,
-0.01583212800323963,
0.00954301469027996,
0.0019421092001721263,
0.017173683270812035,
0.005689712241292,
0.005196195561438799,
-0.03120262548327446,
-0.047349125146865845,
0.001566486549563706,
0.006992417387664318,
-0.010590658523142338,
-0.002878403989598155,
-0.0006390588241629303,
-0.01818084716796875,
0.01205577701330185,
0.025302208960056305,
0.016130030155181885,
-0.01682269014418125,
-0.005281104706227779,
0.00772648211568594,
0.003313800785690546,
0.0005052809137851,
0.020992811769247055,
0.0186938289552927,
-0.014481944032013416,
0.026952257379889488,
-0.007447775453329086,
0.016616158187389374,
0.012547251768410206,
-0.006872550118714571,
-0.021493317559361458,
0.014279976487159729,
0.020566213876008987,
-0.01733064278960228,
0.005633647553622723,
0.0007104589021764696,
-0.013692074455320835,
-0.005457725841552019,
0.00330392736941576,
0.013521239161491394,
-0.029018748551607132,
0.025924360379576683,
-0.009321523830294609,
-0.007685628719627857,
0.01814449019730091,
-0.015004104934632778,
-0.02852868102490902,
-0.01910216733813286,
0.010817427188158035,
-0.00684799300506711,
-0.017293643206357956,
-0.016208577901124954,
0.00012554778368212283,
0.013712438754737377,
-0.01008343044668436,
0.003721006913110614,
0.02592141553759575,
0.014921330846846104,
-0.0230427123606205,
-0.02553129568696022,
-0.006757440976798534,
-0.0040579079650342464,
0.0034950640983879566,
0.008183341473340988,
-0.013643409125506878,
-0.03511306270956993,
-0.018846457824110985,
0.0015309210866689682,
0.0026061274111270905,
-0.019324762746691704,
-0.012844997458159924,
-0.0030696967151015997,
0.008325319737195969,
-0.010548911988735199,
0.01289034727960825,
-0.003976228181272745,
0.004273745696991682,
-0.029565466567873955,
-0.015722032636404037,
0.016178594902157784,
0.01193076279014349,
0.012224442325532436,
0.0038978171069175005,
0.015902478247880936,
-0.007247934117913246,
-0.0068667312152683735,
0.005975900683552027,
-0.007181026507169008,
0.004707476124167442,
0.010309971868991852,
0.0045326040126383305,
0.00241823960095644,
-0.030765475705266,
0.0714414194226265,
0.01828691177070141,
0.015564391389489174,
-0.018663601949810982,
0.019381215795874596,
-0.00672720605507493,
-0.04287899658083916,
-0.013742966577410698,
0.009843116626143456,
-0.023195767775177956,
0.013194524683058262,
0.013883511535823345,
-0.00970740057528019,
0.029587922617793083,
0.025148801505565643,
-0.007086623460054398,
0.027743622660636902,
-0.004805106204003096,
0.006389939226210117,
0.011239858344197273,
-0.0043837036937475204,
-0.010804696939885616,
-0.015313765034079552,
-0.030537063255906105,
-0.014832204207777977,
-0.02337292768061161,
0.02176739275455475,
-0.01088758371770382,
0.016516096889972687,
0.001720073283649981,
0.0015524617629125714,
0.018567588180303574,
-0.0011762160575017333,
0.03286971524357796,
0.010625229217112064,
0.02748401090502739,
0.05767640843987465,
-0.0056375134736299515,
-0.0009041946614161134,
0.002319673541933298,
-0.011063266545534134,
-0.009281402453780174,
-0.013874971307814121,
0.025210704654455185,
-0.003371794242411852,
-0.014147534966468811,
-0.013714352622628212,
-0.0035076532512903214,
-0.014766358770430088,
0.010072145611047745,
-0.015131128951907158,
0.015254192985594273,
0.006040648091584444,
0.026684407144784927,
-0.0036869500763714314,
0.002707374980673194,
0.021375376731157303,
-0.004195068962872028,
-0.037287645041942596,
-0.014182121492922306,
-0.0282154381275177,
-0.009490163065493107,
0.012978089973330498,
-0.017703058198094368,
-0.012422406114637852,
-0.01617288962006569,
0.018651410937309265,
-0.010688710026443005,
-0.005194610916078091,
0.014268350787460804,
-0.02231457084417343,
-0.0009595945011824369,
0.02145128697156906,
0.012166102416813374,
0.018068557605147362,
-0.04268179461359978,
-0.0016631814651191235,
0.019481871277093887,
-0.019787287339568138,
-0.02137196622788906,
-0.016271371394395828,
-0.016834698617458344,
-0.029265154153108597,
-0.005814340431243181,
-0.0032599596306681633,
-0.001505946391262114,
-0.022756101563572884,
-0.0735461488366127,
-0.01630830578505993,
-0.005992705002427101,
-0.0047633713111281395,
0.011035552248358727,
0.019014159217476845,
-0.011409022845327854,
0.014852635562419891,
-0.006403190549463034,
-0.008446385152637959,
-0.003196718404069543,
0.0317324623465538,
-0.007884291000664234,
-0.014673578552901745,
0.010649160481989384,
0.024523984640836716,
-0.009512966498732567,
0.023711668327450752,
0.020406538620591164,
0.027617918327450752,
0.015181662514805794,
-0.0034138495102524757,
-0.028948698192834854,
0.007542474661022425,
-0.004160553682595491,
-0.0801561251282692,
0.00221958733163774,
0.009109186008572578,
-0.03473224863409996,
-0.026243433356285095,
-0.021855920553207397,
0.027839243412017822,
0.0027638934552669525,
-0.00697685033082962,
-0.018050912767648697,
-0.032426994293928146,
-0.014295469969511032,
-0.007263170089572668,
0.02234884724020958,
-0.0303482748568058,
0.003073235973715782,
0.02329063229262829,
-0.04608047381043434,
-0.012895404361188412,
-0.01503296010196209,
0.02298666536808014,
-0.010725137777626514,
-0.013424944132566452,
0.013113180175423622,
-0.0175490565598011,
-0.04072846472263336,
-0.00003952915722038597,
0.015287154354155064,
0.0018495573895052075,
-0.020118607208132744,
0.021136708557605743,
-0.01096045970916748,
-0.01751875691115856,
-0.01910632848739624,
-0.001197131583467126,
-0.015278173610568047,
-0.0320841446518898,
-0.006515784189105034,
-0.0017956146039068699,
-0.002801221329718828,
-0.004971552640199661,
-0.007481899578124285,
0.0030567292124032974,
0.01255522109568119,
-0.006205296143889427,
0.013088949024677277,
0.004688728600740433,
0.0022582095116376877,
0.014737007208168507,
0.004005164839327335,
0.009957014583051205,
-0.005829952657222748,
0.004193068016320467,
0.0007428843528032303,
0.0380726158618927,
0.03543171286582947,
-0.007989902049303055,
0.010853390209376812,
-0.013689534738659859,
0.018422167748212814,
0.0002719293406698853,
0.013299224898219109,
-0.008677479811012745,
0.07197054475545883,
-0.008149455301463604,
0.016149720177054405,
-0.02746518887579441,
-0.008805762976408005,
-0.006829450372606516,
0.014450524002313614,
0.004427357576787472,
0.008747400715947151,
-0.03169739618897438,
-0.013754751533269882,
-0.0011027107248082757,
-0.010793421417474747,
0.01637735217809677,
0.01448215264827013,
0.007532437331974506,
-0.0008937168749980628,
0.0005853852489963174,
-0.020671194419264793,
0.029403874650597572,
-0.018360717222094536,
-0.014188844710588455,
-0.046882424503564835,
0.0033668724354356527,
0.006111607421189547,
-0.008844180963933468,
0.012781212106347084,
0.03624055162072182,
0.02412966638803482,
0.010983475483953953,
-0.05630739778280258,
0.026322605088353157,
-0.004719845950603485,
-0.01835775189101696,
0.039556581526994705,
-0.046135395765304565,
0.017260465770959854,
-0.0022999392822384834,
-0.006862669717520475,
-0.020280752331018448,
-0.06005852669477463,
0.02342795394361019,
0.007703293580561876,
0.016928793862462044,
0.0034988827537745237,
0.004678363911807537,
0.022364405915141106,
0.012262131087481976,
0.03609160706400871,
0.012907200492918491,
-0.005860141944140196,
-0.007363665383309126,
0.015592476353049278,
0.005331489723175764,
0.01226024143397808,
-0.027629027143120766,
-0.031034745275974274,
0.015600715763866901,
0.018466949462890625,
-0.028277307748794556,
-0.00762282544746995,
-0.009818735532462597,
-0.03608739376068115,
-0.013488645665347576,
0.011625176295638084,
-0.015929443761706352,
0.019651511684060097,
-0.006136788055300713,
-0.053256165236234665,
0.01565471477806568,
-0.015767306089401245,
-0.014106842689216137,
0.004163933917880058,
-0.0038714343681931496,
0.008584076538681984,
0.0014481486286967993,
-0.02858804538846016,
-0.00735460314899683,
0.013482343405485153,
0.004936177283525467,
-0.0015849824994802475,
-0.014720235951244831,
-0.011646357364952564,
0.0045037465170025826,
0.016350507736206055,
-0.022671978920698166,
-0.039629481732845306,
0.01340380311012268,
-0.0067374203354120255,
0.013126987963914871,
0.011228778399527073,
0.0023078620433807373,
-0.0005782273947261274,
-0.0012893682578578591,
0.0051457989029586315,
0.034836772829294205,
-0.004977351985871792,
0.008123975247144699,
0.01718662865459919,
0.02007259987294674,
0.0065931882709264755,
0.02227574586868286,
-0.013750229962170124,
-0.01437732670456171,
-0.013507327064871788,
-0.021937033161520958,
0.003979278262704611,
-0.004214692860841751,
0.015215957537293434,
-0.018066400662064552,
0.00409677904099226,
-0.02198193594813347,
0.002317116130143404,
0.012393358163535595,
-0.006673525087535381,
0.0080494349822402,
-0.001360526541247964,
-0.02638501301407814,
-0.0001927532284753397,
-0.01118629239499569,
-0.01005055196583271,
-0.006319870240986347,
0.0060122087597846985,
0.012012717314064503,
0.004674017895013094,
-0.017997056245803833,
-0.010594063438475132,
0.02748376689851284,
0.025639599189162254,
-0.016481975093483925,
0.006837387569248676,
0.007499480154365301,
0.04140117019414902,
0.011577391065657139,
0.020242607221007347,
-0.02009975165128708,
-0.0002683674974832684,
0.010248549282550812,
0.018378157168626785,
-0.01858874037861824,
0.025403615087270737,
-0.018249988555908203,
0.0033724834211170673,
-0.0090529415756464,
0.007737947162240744,
-0.040586479008197784,
0.03545653447508812,
0.004899604711681604,
0.010415779426693916,
-0.00396722974255681,
0.0006820376729592681,
0.022513484582304955,
-0.002522896509617567,
-0.00514865992590785,
-0.011419077403843403,
0.020501723513007164,
-0.010295473039150238,
0.00638277642428875,
-0.007740435190498829,
0.02557212859392166,
-0.009633858688175678,
0.008272457867860794,
-0.010104617103934288,
0.02391357719898224,
-0.007774406112730503,
0.026442376896739006,
-0.002335089724510908,
-0.011669588275253773,
-0.026600487530231476,
0.0034819282591342926,
0.006777254398912191,
-0.026203425601124763,
0.01714119128882885,
-0.0009911705274134874,
-0.05167130380868912,
-0.021391402930021286,
-0.004428704734891653,
0.03148657828569412,
-0.031414229422807693,
0.001811983878724277,
0.016913019120693207,
-0.0083250030875206,
0.013783255591988564,
-0.010322662070393562,
-0.0028583479579538107,
0.017177339643239975,
0.0008042047265917063,
0.000618484104052186,
-0.0053162830881774426,
-0.005123576615005732,
0.00691581703722477,
-0.0272310022264719,
-0.02868553251028061,
-0.004110611975193024,
-0.009194578044116497,
-0.025378013029694557,
-0.007013029418885708,
0.03131202235817909,
-0.013726245611906052,
0.028559323400259018,
-0.022226281464099884,
-0.014911910519003868
] | [
0.12678709626197815,
0.1691248118877411,
0.0014673672849312425,
0.27473336458206177,
0.021109335124492645,
0.5761582255363464,
0.34995508193969727,
0.12536226212978363,
-0.21139287948608398,
-0.8846225142478943,
0.061425525695085526,
0.21914072334766388,
0.0023701018653810024,
0.1479308158159256,
-0.3892533779144287,
0.8100522756576538,
0.5333846807479858,
0.22558005154132843,
-0.16031993925571442,
-0.21489030122756958,
-0.4700283408164978,
-0.05261118710041046,
0.22774039208889008,
0.09898175299167633,
0.2287246137857437,
-0.048640985041856766,
0.4427393078804016,
0.16341465711593628,
-0.010552870109677315,
-0.06641490012407303,
-0.1798986792564392,
0.5764263868331909,
-0.4151735007762909,
0.0007749387877993286,
-0.3342989981174469,
-0.11707887053489685,
-0.06262188404798508,
-0.19014406204223633,
0.3021209239959717,
-0.16309502720832825,
0.3917391002178192,
0.37585771083831787,
-0.12917254865169525,
0.5300658345222473,
-0.4988585412502289,
-0.7482960820198059,
-1.9006696939468384,
0.48579108715057373,
-0.48485204577445984,
0.10644198954105377,
-0.4083010256290436,
0.25340598821640015,
0.39480867981910706,
0.1966487616300583,
-0.09549888968467712,
0.47407111525535583,
-0.5203154683113098,
-0.1600872278213501,
0.2954562306404114,
-0.29541662335395813,
0.045351363718509674,
0.5273288488388062,
-0.11784932762384415,
-0.342363178730011,
-0.1376064419746399,
-0.035470061004161835,
0.24080051481723785,
-0.5071775317192078,
-0.37598899006843567,
-0.4234829545021057,
-0.01185091957449913,
0.011323519982397556,
-0.012190970592200756,
0.7189964652061462,
-0.6623247265815735,
0.07659811526536942,
-0.11490567773580551,
-0.1260487586259842,
-0.022125625982880592,
-0.18351927399635315,
-0.5168795585632324,
-0.12769648432731628,
0.4095723032951355,
-0.15622669458389282,
0.8089066743850708,
-0.0330469124019146,
-0.1643069088459015,
0.597515344619751,
-0.8170070648193359,
0.20242536067962646,
0.03319128602743149,
-0.35062599182128906,
0.3876824378967285,
0.8381887078285217,
0.8521411418914795,
0.3378024399280548,
0.7151593565940857,
-0.2227150797843933,
0.012149049900472164,
0.25899434089660645,
-0.2723604440689087,
0.021389761939644814,
0.5153776407241821,
-0.10886672884225845,
-0.42867201566696167,
-0.6821883320808411,
-0.031911157071590424,
-0.5831186175346375,
-0.6328489780426025,
-0.08926154673099518,
-1.0214598178863525,
0.33772727847099304,
0.09639815241098404,
0.39132386445999146,
0.14104552567005157,
0.19432027637958527,
0.10285080969333649,
0.015656370669603348,
-0.4466271996498108,
0.31111863255500793,
0.028454232960939407,
1.3770321607589722,
-0.2332226186990738,
0.10743611305952072,
0.17377305030822754,
0.09673155099153519,
0.7426725029945374,
-0.06453770399093628,
-0.5437141060829163,
-0.12507885694503784,
0.295234352350235,
0.5412564873695374,
-0.13232535123825073,
0.08224121481180191,
-0.17258033156394958,
-0.25077950954437256,
0.47975581884384155,
0.2427014261484146,
0.1583460569381714,
0.12607420980930328,
-0.43316107988357544,
-0.9357990622520447,
-0.23434212803840637,
-0.015425746329128742,
0.5743312835693359,
-0.34078672528266907,
-0.09699375182390213,
-0.09482915699481964,
-0.09734798967838287,
-0.003622031072154641,
-0.13245996832847595,
0.09741897135972977,
-0.5700522661209106,
-0.04057997465133667,
0.00648525869473815,
0.7311697006225586,
-0.11985853314399719,
0.132414773106575,
0.1697189062833786,
-0.03147312253713608,
-0.2745497226715088,
0.007769730873405933,
-0.4136549234390259,
-0.7323406934738159,
-0.05253560096025467,
-0.3544189929962158,
-0.054921191185712814,
0.8784045577049255,
0.05257990583777428,
0.44677025079727173,
0.060456980019807816,
-0.10780655592679977,
0.1999531388282776,
-0.2150818109512329,
-0.3809491991996765,
0.050274692475795746,
-0.20630738139152527,
0.37605369091033936,
0.1710856556892395,
0.2548118531703949,
-0.6602939963340759,
0.09874950349330902,
-0.09234747290611267,
-0.36712372303009033,
0.21667084097862244,
0.12740908563137054,
0.28197330236434937,
-0.6312029957771301,
-0.41364213824272156,
-0.09616870433092117,
0.05397457629442215,
-0.3489263951778412,
0.1579684168100357,
-1.1195437908172607,
1.2527467012405396,
-0.19817128777503967,
-0.4996351897716522,
1.1353569030761719,
-0.08884014934301376,
0.015049285255372524,
0.053676918148994446,
-0.6365411877632141,
0.2070389688014984,
0.3075462579727173,
-0.14377902448177338,
0.20646752417087555,
-0.32269930839538574,
-0.10920698940753937,
-0.09727058559656143,
-0.0014222441241145134,
0.446819543838501,
-0.226470485329628,
-0.33805790543556213,
0.00017816621402744204,
0.15908068418502808,
0.3182419538497925,
-0.12373329699039459,
0.4720483720302582,
-0.449237197637558,
-0.01669131964445114,
1.0089665651321411,
-0.6799810528755188,
0.6711032390594482,
0.3702913820743561,
0.16934025287628174,
0.22638657689094543,
0.5359992384910583,
0.4466716945171356,
1.0796788930892944,
-0.4644297957420349,
-0.11107148230075836,
0.08617016673088074,
0.6303181052207947,
-0.6709226369857788,
-0.34655871987342834,
0.0037833398673683405,
0.17550823092460632,
-0.2796681225299835,
-0.18352419137954712,
-0.07144415378570557,
-0.5743752121925354,
0.08855263143777847,
-0.45909368991851807,
0.4447353482246399,
0.1555255949497223,
-0.34138020873069763,
-0.6269609332084656,
0.3541546165943146,
-0.4470058083534241,
-0.20711982250213623,
0.2580847144126892,
0.28936856985092163,
0.20955102145671844,
-0.30053791403770447,
0.03578007221221924,
-0.31384482979774475,
0.2313801795244217,
-0.3258727490901947,
-0.13026763498783112,
-0.17478129267692566,
0.03902967646718025,
0.1201581358909607,
0.1861267387866974,
-0.1049937978386879,
-0.0949942097067833,
-0.642209529876709,
-0.6118720173835754,
-0.47914794087409973,
0.6109328269958496,
0.404550164937973,
0.8086825609207153,
-0.3685055673122406,
-0.11762431263923645,
0.24619925022125244,
0.21098175644874573,
-0.338135689496994,
-0.14444822072982788,
0.14907370507717133,
-0.41457313299179077,
-0.23146887123584747,
-0.1605006456375122,
0.685767650604248,
0.7127941846847534,
-0.13203518092632294,
-0.43424880504608154,
-0.9673578143119812,
-0.07467878609895706,
-0.7457188963890076,
-0.11416233330965042,
-0.0433817021548748,
0.16998262703418732,
0.500916063785553,
0.0034164143726229668,
-0.7332354187965393,
0.09532186388969421,
0.688317596912384,
0.14109402894973755,
0.5894467234611511,
0.3354295492172241,
-0.14982160925865173,
-0.2952093482017517,
0.31367433071136475,
0.20283390581607819,
-0.17578890919685364,
-0.01548952516168356,
-0.3377315104007721,
-0.5020692348480225,
0.18824467062950134,
-5.931374549865723,
-0.08652343600988388,
-0.2297283113002777,
-0.008967811241745949,
-0.5262182950973511,
-0.27038103342056274,
1.1467058658599854,
-0.34399253129959106,
0.22220438718795776,
-0.2199060469865799,
0.21948768198490143,
0.1417388916015625,
-0.18568526208400726,
0.9142073392868042,
0.2922345995903015,
0.06957948207855225,
-0.006179627031087875,
0.2002330869436264,
0.031932532787323,
0.26234087347984314,
0.07513874769210815,
0.015614880248904228,
-0.24880024790763855,
0.800421416759491,
0.29784995317459106,
0.053073104470968246,
-0.7205453515052795,
-0.06405533105134964,
-0.09915737062692642,
0.20845279097557068,
-0.04483189433813095,
-0.2508666217327118,
-0.2508023679256439,
-0.5091832876205444,
0.6772675514221191,
0.4913971722126007,
-0.018020683899521828,
0.10887356102466583,
0.3639124631881714,
-0.6072391867637634,
0.09675323963165283,
0.8030177354812622,
0.1595328152179718,
-0.08670216053724289,
-0.1117796078324318,
0.06672697514295578,
-0.22263464331626892,
0.28938108682632446,
0.0001823211641749367,
0.5699940919876099,
-0.41217195987701416,
-0.018732968717813492,
0.5655856132507324,
-0.1752064824104309,
-0.0473574735224247,
-0.27770912647247314,
0.3530772924423218,
-0.24556633830070496,
-0.2281278371810913,
-0.06434020400047302,
0.45486733317375183,
-0.8207318782806396,
0.13385166227817535,
-0.7444562911987305,
-0.4168972373008728,
0.1141311302781105,
-1.1117527484893799,
-0.40377339720726013,
0.06395959854125977,
-0.19236348569393158,
-0.5555112361907959,
0.025531891733407974,
0.030878836289048195,
-0.29098060727119446,
0.23120816051959991,
-0.037592511624097824,
-0.23146823048591614,
0.09200796484947205,
0.19796083867549896,
0.23660379648208618,
-0.4058452844619751,
-0.09003405272960663,
-0.342517226934433,
0.0328228734433651,
-0.08787611126899719,
-0.21983060240745544,
-0.23799416422843933,
0.21020160615444183,
-0.8904370069503784,
0.2359670251607895,
0.3879506587982178,
-0.29574400186538696,
0.08819150924682617,
0.6142515540122986,
0.683914840221405,
0.2559486925601959,
0.4923385977745056,
0.3231295943260193,
0.008882242254912853,
-0.41059067845344543,
0.640130877494812,
-0.3396850526332855,
-0.305347204208374,
-0.21712051331996918,
-0.005479610525071621,
0.3440457284450531,
-0.30579009652137756,
0.15359914302825928,
0.8806971907615662,
-0.7441530227661133,
-0.005697604268789291,
0.14221139252185822,
-0.3581864535808563,
-0.40570947527885437,
0.1739044487476349,
-0.35123777389526367,
-0.22428634762763977,
-0.021557291969656944,
0.48680904507637024,
-0.09685424715280533,
0.1618472784757614,
0.11182989925146103,
-0.16440220177173615,
0.7548564672470093,
0.27200987935066223,
-0.6000605821609497,
-0.15931999683380127,
0.4639483094215393,
-0.6940063834190369,
0.023768026381731033,
0.29508671164512634,
0.37459179759025574,
-0.09689866006374359,
0.2598781883716583,
0.041063468903303146,
-0.25491347908973694,
0.17542172968387604,
0.30354276299476624,
-0.04467729851603508,
-0.7445313334465027,
0.5388810634613037,
-0.22099775075912476,
0.010207093320786953,
-0.05659591406583786,
-0.1892465353012085,
-0.11868003010749817,
-0.4170093834400177,
-0.013112036511301994,
-0.3875681161880493,
0.20286178588867188,
-0.1561848372220993,
-0.045835670083761215,
-0.3656647801399231,
0.32668536901474,
0.13267217576503754,
0.030352143570780754,
0.4246993660926819,
0.19877903163433075,
0.2864665389060974,
-0.4498419165611267,
0.21908330917358398,
-0.030728453770279884,
-0.8933976888656616,
0.20407675206661224,
-0.20912612974643707,
-0.2140224128961563,
-0.6205155253410339,
-0.001877927570603788,
-0.040474116802215576,
0.2455260306596756,
0.305990070104599,
-0.4453389048576355,
-0.2977297008037567,
-0.5346341133117676,
-0.0115180229768157,
-0.06986915320158005,
0.10718454420566559,
0.13024912774562836,
-0.3267868757247925,
-0.0011087553575634956,
0.06275288015604019,
-0.37070444226264954,
-0.4198952913284302,
0.3159300684928894,
0.44517582654953003,
0.12044668942689896,
0.4510733187198639,
-0.21284829080104828,
0.016447702422738075,
-0.7388439178466797,
0.11168208718299866,
0.5183502435684204,
-0.06599271297454834,
-0.02155083790421486,
-0.10385506600141525,
-0.1827845424413681,
-0.021571626886725426,
-0.18099330365657806,
-0.2752707600593567,
-0.13204890489578247,
0.20759691298007965,
0.7411987781524658,
-0.3089856505393982,
0.39156752824783325,
0.43425726890563965,
-0.34201672673225403,
0.04555097967386246,
-0.299845814704895,
-0.347491979598999,
-0.08791771531105042,
-0.6681478023529053,
-0.4081152677536011,
-0.13592958450317383,
0.07777423411607742,
-0.015705043449997902,
-0.19695456326007843,
-0.09354127198457718,
0.19568637013435364,
-0.3196503818035126,
0.6459335088729858,
0.2517261803150177,
-0.18608242273330688,
-0.3236803412437439,
-0.22540158033370972,
-0.38216879963874817,
0.0865478515625,
0.5216054916381836,
-0.11587709933519363,
-0.13745374977588654,
0.06707019358873367,
-0.06091410666704178,
-0.1573595255613327,
0.23244524002075195,
0.7802812457084656,
-0.35726332664489746,
-0.09524882584810257,
-0.21048972010612488,
0.2562558054924011,
0.01585487648844719,
-0.10972428321838379,
0.4392692446708679,
0.3013184070587158,
-0.25396832823753357,
-0.21707598865032196,
-0.5010687708854675,
0.5175533294677734,
0.07218155264854431,
-0.3968036472797394,
-0.5328131318092346,
-0.4864324629306793,
0.2747327387332916,
-0.6859126091003418,
0.10057419538497925,
0.267560750246048,
0.6281114220619202,
0.24445925652980804,
-0.5686159133911133,
-0.7378404140472412,
0.10487526655197144,
0.11222878098487854,
-0.07336823642253876,
-1.0691556930541992,
-0.31030282378196716,
-0.30206409096717834,
0.19166235625743866,
-0.023272382095456123,
-0.18980863690376282,
-0.2599470615386963,
-0.05569932609796524,
-0.30972450971603394,
0.191649928689003,
-0.26834312081336975,
0.18541161715984344,
0.3287062346935272,
0.1890493780374527,
-0.3786414861679077,
-0.19977670907974243,
-0.032329779118299484,
-0.018612690269947052,
-0.17383617162704468,
0.2722419500350952,
-0.33414024114608765,
0.22553211450576782,
-0.21283918619155884,
0.29844793677330017,
-0.39885661005973816,
0.40487056970596313,
-0.37037578225135803,
-0.043651483952999115,
-0.5961765646934509,
-0.3240202069282532,
-0.06217125803232193,
-0.06905651837587357,
0.00785711407661438,
0.004204393830150366,
-0.13927513360977173,
0.436044305562973,
0.6925587058067322,
0.1796010434627533,
0.057076577097177505,
-0.2293839305639267,
0.5824545621871948,
0.20861344039440155,
-0.9734402298927307,
0.6024511456489563,
0.32009047269821167,
0.21406219899654388,
0.06924394518136978,
-0.08899397403001785,
-0.09736508876085281,
0.211041659116745,
0.03174775093793869,
0.4758153557777405,
0.42229604721069336,
0.09885631501674652,
0.5016387701034546,
0.24744813144207,
-0.5941263437271118,
0.901782214641571,
0.5277817845344543,
-0.1617911458015442,
0.10121531784534454,
0.6490722894668579,
-0.030529765412211418,
0.30783942341804504,
0.7857974171638489,
-0.07682951539754868,
-0.03369488567113876,
0.1644040048122406,
0.5150765180587769,
0.07243822515010834,
1.0079073905944824,
-0.12918736040592194,
0.1387423276901245,
0.5209324955940247,
-0.06381060928106308,
0.027982007712125778,
-0.044944796711206436,
-0.11001969128847122,
0.6822329759597778,
0.3443465530872345,
-0.06239450350403786,
-0.37709489464759827,
0.03409164771437645,
0.008359075523912907,
0.44355374574661255,
0.27321484684944153,
0.34182208776474,
-0.343811571598053,
0.5141021609306335,
0.35445061326026917,
0.06572551280260086,
-0.031467266380786896,
0.4545218050479889,
-0.0005129180499352515,
-0.29464590549468994,
0.6895026564598083,
-0.5001558065414429,
-0.5700241923332214,
0.6422943472862244,
0.16956032812595367,
0.6895430684089661,
-0.2690260708332062,
-0.47259825468063354,
-0.3417515158653259,
0.19450463354587555,
0.5043235421180725,
-0.03353949263691902,
0.2760569453239441,
0.013560019433498383,
-0.18512248992919922,
0.20841224491596222,
-0.3200036585330963,
0.30987387895584106,
0.12520618736743927,
-0.3240273594856262,
0.5216439962387085,
-0.08569721132516861,
-0.0856657549738884,
0.10362742096185684,
0.1491062343120575,
0.12448769807815552,
0.2988182306289673,
-0.640876054763794,
0.053828153759241104,
0.40505507588386536,
0.028067586943507195,
0.44347041845321655,
-0.10111244022846222,
0.24973592162132263,
-0.04817209765315056,
-0.6707133054733276,
0.17045468091964722,
0.13728173077106476,
-0.35113629698753357,
-0.07044975459575653,
-0.11169517040252686,
0.6306750774383545,
0.14281794428825378,
-0.1480402797460556,
-0.03387676179409027,
0.13615326583385468,
0.05497479438781738,
0.4669751226902008,
-0.43299269676208496,
0.2593241035938263,
-0.853101909160614,
-0.7157015800476074,
-0.5874657034873962,
0.2370481640100479,
0.40363261103630066,
-0.3866315186023712,
-0.4783346951007843,
-0.15751990675926208,
-0.06407583504915237,
0.5315242409706116,
-0.24707846343517303,
0.09581809490919113,
-0.21324585378170013,
-0.26925161480903625,
0.353799968957901,
-0.28637710213661194,
0.915134608745575,
-0.23146887123584747,
-0.06750185042619705,
-0.1958564817905426,
0.23308682441711426,
0.5389079451560974,
-0.3694339096546173,
0.5010586380958557,
0.22346782684326172,
0.14353178441524506,
-0.08161287754774094,
0.5157995223999023,
-0.3129470944404602,
-0.3814938962459564,
-0.2401331216096878,
-0.049064721912145615,
0.31805944442749023,
-0.27000677585601807,
-0.43153563141822815,
-0.6398836970329285,
0.3641924560070038,
0.35286349058151245,
-0.114494688808918,
0.04227462038397789,
-0.39527976512908936,
-0.16329263150691986,
-0.9042052030563354,
0.20565056800842285,
-0.12139624357223511,
-0.040275413542985916,
-0.17265009880065918,
-0.14444303512573242,
-0.37952888011932373,
0.24901646375656128,
0.21631179749965668,
-0.5388895273208618,
-0.033554743975400925,
-0.033819593489170074
] |
The prominent status of music in human culture and every day life is due in large part to its striking ability to elicit emotions, which may manifest from slight variation in mood to changes in our physical condition and actions. In this paper, we first review state of the art studies on music and emotions from different disciplines including psychology, musicology and music information retrieval. Based on these studies, we then propose new insights to enhance automated music emotion recog- | [
0.004394936375319958,
0.017971385270357132,
-0.008396873250603676,
0.006661924999207258,
0.01584007404744625,
-0.038267336785793304,
0.00848926417529583,
0.000050242277211509645,
-0.01416137907654047,
-0.004481580574065447,
-0.004502394702285528,
0.018819354474544525,
-0.0014027294237166643,
0.017452111467719078,
0.004337605554610491,
0.003427353920415044,
-0.010063041001558304,
-0.00870498362928629,
0.0032126375008374453,
-0.030732596293091774,
0.002046827459707856,
-0.0007449371041730046,
0.008750660344958305,
-0.03303254768252373,
-0.008238338865339756,
0.015428563579916954,
0.00479977997019887,
-0.007989609614014626,
0.003981856629252434,
0.024106213822960854,
-0.014347117394208908,
0.005132782738655806,
-0.022226467728614807,
-0.011420750059187412,
0.016087278723716736,
-0.013489294797182083,
-0.0014746858505532146,
0.012642187997698784,
0.03214641287922859,
-0.0016732355579733849,
0.031869154423475266,
-0.0005385418189689517,
-0.0007126659620553255,
-0.01557563804090023,
-0.01175449788570404,
-0.011309740133583546,
-0.0016432732809334993,
-0.001941005582921207,
-0.011124665848910809,
0.010446007363498211,
-0.012353640981018543,
0.011182358488440514,
0.0008881505928002298,
0.01681268773972988,
-0.006127151194959879,
0.02088692970573902,
0.018825730308890343,
0.001690524979494512,
-0.01993628591299057,
0.009114950895309448,
0.004153870977461338,
0.0152892442420125,
0.02362808585166931,
-0.032195381820201874,
-0.009630377404391766,
-0.06675810366868973,
-0.017641903832554817,
0.012228439562022686,
0.025155967101454735,
0.01532063540071249,
0.0023505310527980328,
0.004936971236020327,
0.004511469043791294,
0.01824086718261242,
0.005414261482656002,
0.01070513017475605,
0.013584136962890625,
-0.0024174584541469812,
-0.008392469957470894,
0.020635070279240608,
-0.0022610474843531847,
-0.0031026354990899563,
0.014239063486456871,
0.021743128076195717,
-0.01276208832859993,
0.004955328069627285,
-0.0015631438000127673,
-0.002166025573387742,
-0.012558046728372574,
0.006005189381539822,
-0.010951943695545197,
0.012463840655982494,
0.00965940486639738,
0.007393541280180216,
-0.02602841518819332,
0.014419225975871086,
0.011277672834694386,
0.013756775297224522,
0.036730606108903885,
0.0034290128387510777,
0.007369702216237783,
0.018145687878131866,
0.02612418308854103,
0.013289987109601498,
0.0031113973818719387,
0.0027558906003832817,
0.0022991453297436237,
0.034323226660490036,
-0.01603839360177517,
0.0024394469801336527,
0.008359326981008053,
-0.008957353420555592,
0.00031658625812269747,
0.017986919730901718,
0.004927452187985182,
-0.007950762286782265,
0.00512576662003994,
0.006032498087733984,
0.006221771705895662,
-0.012257056310772896,
0.005061912350356579,
0.011724504642188549,
0.007802266161888838,
0.02701079659163952,
0.004927830304950476,
0.027651526033878326,
-0.014272098429501057,
0.014779060147702694,
-0.0031239453237503767,
0.0059680030681192875,
-0.012255874462425709,
-0.0036578369326889515,
-0.00024778919760137796,
0.012889760546386242,
-0.027754774317145348,
-0.015166857279837132,
0.011819284409284592,
-0.012332274578511715,
-0.002694027964025736,
0.009691692888736725,
0.010641273111104965,
0.004774671979248524,
0.0018385591683909297,
0.01523700263351202,
-0.0009738479275256395,
-0.01669805869460106,
0.013695167377591133,
0.007677341345697641,
-0.03289395570755005,
-0.016012292355298996,
0.008295361883938313,
-0.005806212779134512,
0.002068017376586795,
-0.008328545838594437,
-0.02268497832119465,
0.01507894042879343,
-0.015772873535752296,
-0.03592449426651001,
0.007298994343727827,
0.004290338605642319,
0.021374767646193504,
-0.00666499137878418,
0.010692189447581768,
0.008046469651162624,
-0.0033352018799632788,
-0.005507234018296003,
0.009369829669594765,
-0.01197291724383831,
-0.00977850891649723,
-0.0008909254684112966,
0.0020999701227992773,
0.027835749089717865,
-0.00701851537451148,
0.01062691118568182,
0.0000956610165303573,
0.0032980276737362146,
-0.010697679594159126,
0.003656679065898061,
-0.003562953555956483,
0.0669950619339943,
0.031355418264865875,
0.033850524574518204,
-0.027931397780776024,
0.015527024865150452,
0.006824374198913574,
-0.0009077251306734979,
-0.0015829941257834435,
-0.011709577403962612,
0.004916604608297348,
-0.015425766818225384,
-0.02249310538172722,
0.015377366915345192,
0.009993551298975945,
-0.006828122306615114,
-0.007970250211656094,
0.0035773562267422676,
0.030647506937384605,
-0.013424939475953579,
0.002162890275940299,
-0.04361528903245926,
0.016327567398548126,
-0.014113938435912132,
0.013651157729327679,
0.02161296457052231,
-0.008350780233740807,
0.010664081200957298,
0.0267627015709877,
-0.003815457923337817,
-0.016559995710849762,
0.0015302706742659211,
0.028993790969252586,
0.022238072007894516,
0.001810672809369862,
0.00037413014797493815,
0.03618548810482025,
0.013535425066947937,
-0.009575334377586842,
-0.0001771462702890858,
0.003487925510853529,
-0.01888379640877247,
-0.0075011346489191055,
0.00759368110448122,
0.01702689565718174,
-0.013773269020020962,
0.005907151382416487,
-0.009855021722614765,
0.001753726857714355,
0.01142107043415308,
0.00236472743563354,
0.003193785436451435,
0.003310675034299493,
-0.016380030661821365,
0.0003000817378051579,
0.03483932465314865,
-0.0031642981339246035,
0.005646782461553812,
0.005193814635276794,
-0.02192974090576172,
0.014321631751954556,
-0.002127044601365924,
-0.019391851499676704,
-0.011622540652751923,
0.00723629305139184,
-0.01349647343158722,
0.0023335544392466545,
-0.0008592522935941815,
-0.0008836440974846482,
0.00871247984468937,
0.016986245289444923,
-0.014352072961628437,
0.00027177404263056815,
0.010551624931395054,
0.010681839659810066,
0.0020792901050299406,
-0.019204961135983467,
-0.010407289490103722,
-0.011213253252208233,
-0.014612985774874687,
0.026636261492967606,
-0.009994209744036198,
0.0032213020604103804,
0.006596903782337904,
0.007955595850944519,
-0.0015993898268789053,
-0.01071692444384098,
-0.010929078795015812,
0.00031893810955807567,
-0.0062796142883598804,
-0.014157765544950962,
-0.024774350225925446,
-0.00015703779354225844,
-0.002100432524457574,
0.0076198880560696125,
-0.08219462633132935,
-0.019710613414645195,
0.0006219150964170694,
0.01161850243806839,
0.018376002088189125,
0.0006636282778345048,
-0.012843787670135498,
0.011718478985130787,
-0.015604062005877495,
-0.010822531767189503,
0.008053219877183437,
0.015286605805158615,
-0.01307485718280077,
-0.03291770815849304,
-0.028037086129188538,
-0.006362306419759989,
0.014504079706966877,
-0.006448693573474884,
-0.016526538878679276,
0.004445867612957954,
-0.01962072215974331,
-0.02147119678556919,
0.0072344327345490456,
-0.0019950401037931442,
0.008019224740564823,
-0.010325782932341099,
0.00639741588383913,
-0.008412095718085766,
0.014381248503923416,
0.01603156514465809,
0.0027608792297542095,
-0.010655919089913368,
0.0003198860795237124,
-0.00684201717376709,
0.009088668040931225,
0.017704162746667862,
-0.027615545317530632,
0.028720282018184662,
-0.024972671642899513,
-0.011705109849572182,
0.01346659753471613,
0.006317161489278078,
-0.01409163884818554,
-0.010500718839466572,
0.015197718515992165,
0.009803015738725662,
-0.012062757275998592,
0.008080607280135155,
-0.0016456135781481862,
-0.005010287277400494,
-0.002015970181673765,
-0.004399994853883982,
-0.011682888492941856,
0.00960562564432621,
-0.005094694439321756,
-0.014607938006520271,
0.000746975070796907,
0.0009206146351061761,
-0.015353388153016567,
0.003446109825745225,
0.009633728303015232,
0.0031025137286633253,
0.005853577982634306,
-0.020804591476917267,
0.008169193752110004,
-0.018920879811048508,
0.00520684290677309,
0.02898978255689144,
0.0009098693262785673,
0.007642537821084261,
-0.006368625443428755,
-0.012834439054131508,
0.004821610637009144,
0.007824880070984364,
-0.008914828300476074,
-0.015272769145667553,
-0.015620628371834755,
0.0069382875226438046,
0.015095529146492481,
0.014190057292580605,
0.001087210956029594,
0.010388259775936604,
0.006947019137442112,
-0.016492046415805817,
-0.01901809126138687,
-0.037846364080905914,
-0.0054318285547196865,
0.02135387435555458,
0.004638464655727148,
-0.007089863531291485,
0.006853860337287188,
0.006135742645710707,
0.005691260565072298,
0.0027394909411668777,
0.0008849177975207567,
-0.0041515277698636055,
0.012436214834451675,
0.010739367455244064,
-0.005484120454639196,
0.008854770101606846,
0.00003085261778323911,
0.004008328076452017,
-0.015960901975631714,
-0.012843480333685875,
-0.002778278663754463,
0.006653591059148312,
-0.002014345256611705,
-0.005649071652442217,
0.025345390662550926,
-0.010069360956549644,
0.02914639562368393,
-0.02294825203716755,
-0.007380066905170679,
0.018137231469154358,
0.0033622856717556715,
0.01922924630343914,
-0.01652865670621395,
-0.0418458953499794,
0.07213706523180008,
-0.008241412229835987,
-0.0016366527415812016,
-0.02122773975133896,
0.028932830318808556,
-0.020925166085362434,
0.00421526562422514,
0.000042070616473210976,
0.02202223427593708,
-0.0033281883224844933,
0.014226081781089306,
-0.009137677028775215,
-0.009619615040719509,
0.012076771818101406,
-0.011870886199176311,
-0.003587425919249654,
0.02392253465950489,
0.020156653597950935,
0.002186330733820796,
-0.029012834653258324,
-0.005709788296371698,
-0.010702479630708694,
0.0004077049670740962,
-0.003463947679847479,
-0.009991824626922607,
0.0031112036667764187,
-0.010075617581605911,
-0.011483409442007542,
0.016166483983397484,
-0.0021710656583309174,
0.013794859871268272,
0.008267480880022049,
0.0015371344052255154,
-0.00028922298224642873,
-0.01967170462012291,
0.026829704642295837,
0.028857989236712456,
-0.02153448946774006,
-0.008794296532869339,
0.009639001451432705,
-0.02081329934298992,
-0.005089799407869577,
0.010814538225531578,
0.015558806248009205,
0.004692630376666784,
-0.021785041317343712,
0.023276714608073235,
-0.004487997852265835,
0.004668183624744415,
0.01168106123805046,
0.0036710528656840324,
0.0017785183154046535,
0.008959520608186722,
0.0014076556544750929,
0.03158053383231163,
-0.014515575021505356,
0.024117745459079742,
-0.007990783080458641,
0.019384710118174553,
0.007098884787410498,
0.006814540829509497,
-0.016481351107358932,
-0.01908191293478012,
-0.006722606252878904,
-0.029882945120334625,
0.004576525185257196,
-0.010436022654175758,
-0.01609412580728531,
0.019454075023531914,
0.009995772503316402,
-0.026813486590981483,
0.002363382140174508,
0.007376243360340595,
0.018576830625534058,
-0.0016065103700384498,
-0.05793212354183197,
0.009548435918986797,
-0.014562544412910938,
-0.010514393448829651,
0.00955908838659525,
-0.012419202364981174,
-0.012141004204750061,
0.021363237872719765,
-0.002824949799105525,
-0.01192764937877655,
-0.00018571998225525022,
-0.016968073323369026,
-0.07467224448919296,
-0.0077037387527525425,
0.02291838638484478,
-0.006187582388520241,
-0.004660794511437416,
0.020430423319339752,
-0.001874473295174539,
-0.01668003760278225,
0.010374241508543491,
-0.004339136648923159,
-0.01775262877345085,
-0.0003974740393459797,
-0.015043805353343487,
0.00808737613260746,
0.006962953135371208,
-0.01677379198372364,
0.013846012763679028,
0.00476372754201293,
0.004222766030579805,
0.02602432668209076,
-0.0039018576499074697,
-0.007191931828856468,
-0.006927088834345341,
0.0028349170461297035,
-0.009457886219024658,
-0.08087711036205292,
0.0006639304338023067,
0.00210941256955266,
-0.011268018744885921,
-0.0018995749996975064,
0.0383659265935421,
-0.016594717279076576,
-0.01195627823472023,
-0.010652128607034683,
-0.018193107098340988,
-0.020406506955623627,
-0.001916141714900732,
-0.011554770171642303,
0.0024157429579645395,
-0.0028697627130895853,
0.0003601842909120023,
-0.0005449849413707852,
0.01175591442734003,
-0.02543717809021473,
-0.013181970454752445,
-0.009022467769682407,
0.014440484344959259,
-0.007782590109854937,
-0.011426805518567562,
-0.016215600073337555,
-0.01331765204668045,
-0.005336042493581772,
0.004292449913918972,
0.013997728936374187,
-0.0014922705013304949,
0.010059481486678123,
0.010631999000906944,
-0.00431649899110198,
0.009680354967713356,
0.006318784784525633,
-0.013029386289417744,
-0.022965416312217712,
0.014767968095839024,
0.0072712525725364685,
-0.01591361127793789,
-0.006147564854472876,
-0.00044821423944085836,
0.059454694390296936,
-0.010189824737608433,
-0.015850650146603584,
-0.019000619649887085,
-0.0011906241998076439,
0.0018808632157742977,
0.005553768016397953,
-0.006923482287675142,
0.010777024552226067,
0.004348293412476778,
0.014461811631917953,
0.019618531689047813,
-0.000790647987741977,
0.02244623377919197,
-0.006563128437846899,
0.023552026599645615,
-0.010554886423051357,
0.0037229841109365225,
-0.0011505450820550323,
0.007792102638632059,
-0.0034802614245563745,
0.07178410142660141,
-0.018144750967621803,
0.003951741848140955,
-0.0030328230932354927,
-0.0034985553938895464,
-0.005827109329402447,
-0.024591922760009766,
-0.009968334808945656,
0.022233080118894577,
-0.013925181701779366,
0.010134655982255936,
-0.010617733933031559,
-0.014740140177309513,
0.0036786587443202734,
0.03129555284976959,
-0.0026879834476858377,
0.00017779431072995067,
0.004010163713246584,
-0.0086961779743433,
0.01112342905253172,
-0.01686074584722519,
-0.04238882288336754,
-0.04202000051736832,
-0.019527792930603027,
0.01319945976138115,
0.0016011180123314261,
0.012558330781757832,
-0.00008860309753799811,
-0.019473368301987648,
0.00035834781010635197,
-0.030701246112585068,
-0.0006297313375398517,
-0.00954934861510992,
-0.01441597193479538,
0.03136774152517319,
0.007244639564305544,
0.018492987379431725,
-0.010700986720621586,
-0.03693386912345886,
0.0062405201606452465,
0.004370571579784155,
0.006303669884800911,
0.014498746022582054,
-0.006389763206243515,
-0.006681355182081461,
0.0045378985814750195,
0.009707087650895119,
-0.010266575030982494,
0.014849918894469738,
0.0011535774683579803,
-0.003781463485211134,
0.00434007728472352,
0.010080717504024506,
0.012559317983686924,
0.00021618770551867783,
0.023074526339769363,
-0.020067423582077026,
0.0033660787157714367,
-0.0030528674833476543,
-0.01644924283027649,
-0.014460072852671146,
-0.01604427769780159,
-0.026643598452210426,
-0.013684356585144997,
-0.0063943760469555855,
0.00544025469571352,
0.003305016318336129,
-0.013607052154839039,
-0.0037665769923478365,
0.008731167763471603,
0.004815942607820034,
0.007197604048997164,
0.0024248245172202587,
0.015406055375933647,
-0.007875394076108932,
0.01522175781428814,
0.0010808281367644668,
-0.046582113951444626,
0.00673298817127943,
-0.0033588879741728306,
-0.007380159106105566,
0.003051791340112686,
0.007523722946643829,
0.027068350464105606,
-0.006775154732167721,
-0.019149603322148323,
-0.006717080716043711,
0.017873411998152733,
0.00007503836241085082,
0.01388300210237503,
0.0073030805215239525,
-0.005838851910084486,
0.005178289953619242,
0.0012928098440170288,
0.0020867097191512585,
0.036237649619579315,
0.007379761431366205,
0.008081055246293545,
0.01601996272802353,
0.0035025356337428093,
-0.0033644945360720158,
0.006343452259898186,
-0.012858854606747627,
0.0267648845911026,
0.017878541722893715,
-0.011394111439585686,
-0.017700523138046265,
-0.020577767863869667,
-0.004743907134979963,
-0.017729399725794792,
0.00449267728254199,
0.03348417952656746,
0.0000042154433685936965,
0.009279700927436352,
-0.004776522051542997,
0.014864157885313034,
0.016878746449947357,
-0.026475192978978157,
0.0005778071354143322,
-0.005440372042357922,
-0.013845570385456085,
0.014295205473899841,
-0.028722817078232765,
-0.0008771121501922607,
0.009306526742875576,
-0.021317197009921074,
-0.01024001743644476,
0.017731646075844765,
0.027455653995275497,
0.005051106214523315,
-0.008108643814921379,
-0.00015856102982070297,
-0.003147085662931204,
0.007874236442148685,
-0.0023390718270093203,
0.01231307815760374,
0.0033749816939234734,
0.008340228348970413,
-0.011438986286520958,
0.00597951328381896,
0.0223989300429821,
-0.029430219903588295,
-0.013594992458820343,
-0.007960551418364048,
0.00696139968931675,
-0.008622915484011173,
0.023644791916012764,
0.02031354047358036,
0.018449462950229645,
0.014263082295656204,
0.0009994582505896688,
0.02761104516685009,
0.015750760212540627,
-0.004541564267128706,
-0.014668513089418411,
0.029918093234300613,
0.0037582877557724714,
-0.0018955770647153258,
0.004956196993589401,
0.003946457989513874,
0.0011694206623360515,
0.0056244982406497,
-0.021419784054160118,
0.0016363566974177957,
-0.0014183622552081943,
-0.014696740545332432,
0.012641612440347672,
0.010677251033484936,
-0.0135815953835845,
0.008168433792889118,
-0.018098527565598488,
-0.007588914595544338,
0.019046984612941742,
0.0050675226375460625,
-0.014401745051145554,
-0.01889364793896675,
-0.014173023402690887,
0.022656308487057686,
-0.013248836621642113,
-0.0006461539887823164,
0.007230404764413834,
-0.006230913568288088,
0.000585021625738591,
-0.00972630362957716,
-0.0224510096013546,
0.0002575681428425014,
-0.015591131523251534,
-0.014846359379589558,
0.018334683030843735,
0.00639269407838583,
-0.008553298190236092,
-0.0017431670567020774,
-0.021778471767902374,
-0.011256348341703415,
-0.060756079852581024,
-0.02216389589011669,
-0.005830724723637104,
0.004399511497467756,
0.008322948589920998,
0.01442891824990511,
0.0036210459657013416,
-0.013910181820392609
] | [
-0.041028037667274475,
-0.06009488180279732,
0.18726158142089844,
0.07646435499191284,
-0.21309977769851685,
-0.16693122684955597,
0.1193169504404068,
0.17192178964614868,
-0.28067705035209656,
-0.4650874733924866,
-0.282899409532547,
0.5652482509613037,
0.12228363007307053,
0.0008092595962807536,
-0.1959998458623886,
0.45577749609947205,
0.7071558237075806,
0.2741392254829407,
-0.2020673304796219,
-0.4031006693840027,
-0.7722261548042297,
-0.2397720217704773,
0.31422755122184753,
-0.06012192741036415,
0.3586772084236145,
-0.16465476155281067,
0.06091168895363808,
0.14569832384586334,
-0.4088243544101715,
0.07978232949972153,
-0.42708465456962585,
0.7061992287635803,
-0.3937026560306549,
0.11780079454183578,
-0.33621782064437866,
0.05818069726228714,
-0.22841107845306396,
-0.2171764224767685,
0.052499305456876755,
-0.22612707316875458,
0.04116516932845116,
-0.1917228102684021,
0.48802649974823,
0.4573562443256378,
-0.5661464929580688,
-0.5038683414459229,
-1.786881923675537,
0.5363429188728333,
-0.12726682424545288,
0.2508530616760254,
0.15978294610977173,
0.7734328508377075,
-0.11158663034439087,
0.05814776197075844,
-0.11330727487802505,
0.03932451829314232,
-0.31149402260780334,
0.45877566933631897,
-0.12700055539608002,
-0.5066171288490295,
0.556350588798523,
-0.2861608564853668,
0.023324498906731606,
-0.4962863326072693,
0.008752916008234024,
0.2024931162595749,
0.24915915727615356,
-0.4071478545665741,
-0.3145536780357361,
-0.12840647995471954,
0.15871956944465637,
-0.05992093309760094,
-0.4705602526664734,
-0.10071658343076706,
-0.9174328446388245,
0.23068033158779144,
0.17302206158638,
0.07030099630355835,
-0.2747546434402466,
0.07474222779273987,
0.0341130867600441,
0.14714762568473816,
0.8348302841186523,
-0.18609604239463806,
0.10240336507558823,
-0.15699096024036407,
-0.0265494454652071,
0.7580446004867554,
-0.26393982768058777,
0.03228248283267021,
0.1943257749080658,
-0.3982947766780853,
0.704265832901001,
0.34251055121421814,
0.4990105926990509,
0.5728587508201599,
0.5493013262748718,
-0.21676483750343323,
-0.15775346755981445,
0.01236617099493742,
-0.0209097508341074,
0.002297750674188137,
0.11506398767232895,
-0.34635546803474426,
0.02205762080848217,
-0.36305221915245056,
0.0957338958978653,
-0.4059953987598419,
-0.3190053701400757,
0.1849340945482254,
-0.9201409220695496,
0.03425154462456703,
-0.0033101248554885387,
0.08045902848243713,
0.26323431730270386,
-0.10780294239521027,
-0.28503093123435974,
0.03905113786458969,
-0.015477212145924568,
0.2731725871562958,
0.5169630646705627,
0.26406824588775635,
-0.19661293923854828,
-0.08351151645183563,
-0.14588312804698944,
-0.011357496492564678,
0.6171844601631165,
0.38212254643440247,
-0.11780603229999542,
0.1368027776479721,
-0.12512828409671783,
0.3367377519607544,
-0.05906727910041809,
-0.11587487161159515,
-0.03856223449110985,
-0.043837033212184906,
0.37159305810928345,
0.1783684939146042,
0.03971477225422859,
0.4097684621810913,
-0.5224122405052185,
-0.591867983341217,
-0.6457479000091553,
-0.6193697452545166,
0.07029037922620773,
-0.38540130853652954,
-0.39202094078063965,
-0.18481005728244781,
-0.16006124019622803,
-0.43016788363456726,
0.11568044871091843,
-0.060418885201215744,
-0.8442963361740112,
0.04229949787259102,
0.05551965534687042,
0.06044177711009979,
-0.06293278187513351,
-0.09542146325111389,
0.25978487730026245,
-0.07302568107843399,
0.013518177904188633,
-0.07401005923748016,
-0.03368360549211502,
-0.3502063453197479,
-0.12188976258039474,
-0.17513929307460785,
-0.08121561259031296,
0.6209748983383179,
-0.5657516717910767,
-0.13450279831886292,
-0.20408377051353455,
0.2109689563512802,
0.02776150219142437,
-0.0033550949301570654,
-0.3078731298446655,
0.29691922664642334,
0.03959392383694649,
0.2939382493495941,
0.04114473611116409,
0.47831740975379944,
-0.817192792892456,
0.1307450830936432,
0.02824881300330162,
-0.4566940665245056,
0.7549392580986023,
0.09157326072454453,
0.15922923386096954,
-0.055673208087682724,
0.11077708750963211,
-0.3059888184070587,
-0.1964350789785385,
-0.5103176832199097,
0.2637922167778015,
-0.5320320129394531,
1.0176087617874146,
-0.3136712312698364,
-0.013591807335615158,
1.0204614400863647,
0.23844081163406372,
0.00033870068727992475,
0.10464637726545334,
0.08039682358503342,
-0.0377824530005455,
-0.2603755593299866,
-0.2928657829761505,
-0.06472253799438477,
-0.02931392192840576,
0.0037214974872767925,
-0.010538935661315918,
-0.4300377666950226,
0.3824510872364044,
-0.3040768504142761,
0.2614668607711792,
-0.2818315625190735,
-0.0874062180519104,
0.11104930192232132,
-0.268589049577713,
0.5008000135421753,
-0.6221325993537903,
-0.4395929276943207,
0.6420311331748962,
-0.28672829270362854,
0.17352618277072906,
0.21610665321350098,
-0.1752205640077591,
0.31116098165512085,
0.01935489848256111,
0.37987518310546875,
0.35787880420684814,
-0.5819352269172668,
-0.2133284956216812,
-0.021848738193511963,
0.25317761301994324,
-0.4363391697406769,
-0.26254475116729736,
0.193983256816864,
0.2299136072397232,
-0.26700878143310547,
-0.017484501004219055,
-0.2487521916627884,
-0.012851699255406857,
0.27741318941116333,
-0.623522937297821,
0.3805772364139557,
-0.05161162093281746,
-0.3799794614315033,
-0.405720591545105,
0.008321916684508324,
-0.6980274319648743,
0.10552488267421722,
0.21975600719451904,
0.3850340247154236,
0.344856321811676,
0.10931682586669922,
0.08024251461029053,
-0.6186460852622986,
0.01981709524989128,
-0.45242586731910706,
0.12268342077732086,
-0.3553248941898346,
0.21617233753204346,
-0.13237397372722626,
-0.12125419825315475,
-0.04779890924692154,
-0.3969639539718628,
-0.162616565823555,
-0.32533547282218933,
-0.3629651963710785,
0.7030926942825317,
0.673355758190155,
0.45493489503860474,
0.04926421865820885,
0.05844084545969963,
0.43057703971862793,
-0.02540290169417858,
-0.33398130536079407,
0.12375342845916748,
-0.19662848114967346,
-0.28715232014656067,
-0.43688255548477173,
-0.15334898233413696,
0.8229733109474182,
0.6387763619422913,
-0.4257124066352844,
-0.41281378269195557,
-0.13960540294647217,
0.25613248348236084,
-0.19323650002479553,
-0.18690340220928192,
-0.17406892776489258,
-0.13213862478733063,
0.09459896385669708,
-0.02669943869113922,
-0.17379026114940643,
0.6151599884033203,
0.37098193168640137,
0.4552839398384094,
0.8805832266807556,
-0.07131120562553406,
-0.13285985589027405,
-0.06702669709920883,
0.3860015273094177,
0.15589387714862823,
-0.32203784584999084,
0.4131145477294922,
0.08900720626115799,
-0.5950698852539062,
0.11614451557397842,
-6.156174659729004,
-0.09140363335609436,
-0.16554266214370728,
-0.5711413621902466,
-0.45847609639167786,
0.17018286883831024,
0.8998971581459045,
-0.07424464076757431,
-0.1429000347852707,
0.04689290001988411,
-0.11756733059883118,
0.30257099866867065,
-0.1517830342054367,
0.553449273109436,
-0.18393291532993317,
0.08845659345388412,
-0.13658151030540466,
0.34475961327552795,
-0.37968626618385315,
0.4447558522224426,
0.20173051953315735,
-0.06072244048118591,
-0.009577680379152298,
0.9420784711837769,
0.07158390432596207,
-0.10436887294054031,
-0.5448405742645264,
-0.005368614569306374,
-0.19187714159488678,
-0.2537950575351715,
0.35512349009513855,
-0.15944041311740875,
0.04536573961377144,
-0.15601250529289246,
0.9471662044525146,
0.21869081258773804,
0.18714001774787903,
-0.03937135636806488,
0.5354178547859192,
-0.28031113743782043,
0.052431076765060425,
0.1640535145998001,
0.4104248285293579,
0.24282456934452057,
-0.11684074997901917,
0.19141246378421783,
-0.1874391883611679,
0.4404709041118622,
-0.30348697304725647,
0.49074164032936096,
-0.0679885745048523,
-0.3669838011264801,
0.029862968251109123,
-0.22865888476371765,
0.24506410956382751,
-0.20615041255950928,
0.3856748342514038,
0.19577915966510773,
0.042576417326927185,
0.3230842649936676,
-0.0738658607006073,
-0.2789001166820526,
-0.08080273866653442,
-0.561034619808197,
-0.48188576102256775,
0.4899691939353943,
-1.0314950942993164,
-0.36349278688430786,
0.2187443971633911,
0.48182159662246704,
-0.22156043350696564,
0.11870212107896805,
0.16197611391544342,
-0.5001938343048096,
0.27117130160331726,
-0.3483473062515259,
-0.12382565438747406,
0.5241511464118958,
-0.13319514691829681,
0.28914979100227356,
-0.47270071506500244,
0.022677436470985413,
0.11918061971664429,
-0.2046651989221573,
-0.08372581005096436,
-0.35239994525909424,
0.041558824479579926,
-0.04036281257867813,
-0.4100360870361328,
0.2739892601966858,
0.996731162071228,
-0.41399404406547546,
0.16131408512592316,
0.5220348238945007,
0.41179993748664856,
0.32047340273857117,
0.47923600673675537,
0.21811066567897797,
0.4435734152793884,
-0.37156325578689575,
0.5835591554641724,
-0.14292149245738983,
-0.21544383466243744,
-0.29081639647483826,
0.023853056132793427,
0.3395351469516754,
-0.41876545548439026,
-0.22833020985126495,
1.182445764541626,
-0.6442894339561462,
0.10307017713785172,
-0.4002152383327484,
-0.2859775722026825,
-0.2989893853664398,
0.6941282153129578,
-0.17549999058246613,
0.18516169488430023,
0.33146166801452637,
0.22142644226551056,
-0.11074268817901611,
0.6996185183525085,
-0.09417663514614105,
-0.10324181616306305,
0.32177630066871643,
0.10274222493171692,
0.18403272330760956,
-0.16507048904895782,
0.472108393907547,
-0.6712123155593872,
-0.2590729594230652,
0.6806793808937073,
-0.05435226485133171,
-0.22681854665279388,
0.4462894797325134,
0.5922366380691528,
-0.1390572041273117,
-0.13603536784648895,
-0.11505032330751419,
0.2660213112831116,
-0.46872809529304504,
0.542259156703949,
-0.032180700451135635,
0.024850398302078247,
-0.13104981184005737,
0.5416288375854492,
-0.16632236540317535,
-0.4529305100440979,
-0.22338895499706268,
-0.2875221073627472,
-0.14509208500385284,
0.23121857643127441,
0.024648936465382576,
-0.3820646405220032,
0.1337573230266571,
-0.17599639296531677,
0.12062016129493713,
-0.06302093714475632,
-0.1211380660533905,
-0.11056286841630936,
0.011661350727081299,
0.6200413107872009,
-0.2538279592990875,
-1.194775104522705,
-0.07147475332021713,
0.13060536980628967,
-0.06815429031848907,
-0.8136643767356873,
-0.2505846619606018,
0.24901776015758514,
0.520085871219635,
0.09685277938842773,
-0.16819150745868683,
0.027701137587428093,
-0.5824494361877441,
0.1455320119857788,
-0.6424320936203003,
-0.191008523106575,
0.5911121964454651,
0.13961024582386017,
-0.08204589039087296,
0.013497913256287575,
-0.42141446471214294,
-0.37439024448394775,
0.255391925573349,
0.3098908066749573,
-0.11043775826692581,
0.30456218123435974,
0.04658176749944687,
-0.21083365380764008,
-0.28766733407974243,
-0.06309761852025986,
0.31377625465393066,
-0.13377246260643005,
-0.12184964120388031,
0.09465587884187698,
-0.11518769711256027,
0.30793073773384094,
-0.3815162479877472,
-0.05260620638728142,
-0.4663758873939514,
0.3958827257156372,
-0.12421813607215881,
-0.5880048274993896,
0.07168428599834442,
0.3471665680408478,
-0.27370280027389526,
0.3271845579147339,
0.26643431186676025,
-0.6823746562004089,
-0.0877523124217987,
-0.42095571756362915,
-0.540172278881073,
0.3574092984199524,
0.04960879683494568,
-0.3384803831577301,
0.045766301453113556,
-0.394654780626297,
-0.6797903180122375,
-0.6357409358024597,
0.47896263003349304,
0.25552645325660706,
0.3195619583129883,
-0.5081109404563904,
0.19819295406341553,
0.014334572479128838,
-0.7976990938186646,
0.2898680865764618,
-0.16869613528251648,
0.24811866879463196,
-0.3592422604560852,
-0.31671854853630066,
0.48136377334594727,
0.31242823600769043,
0.22086696326732635,
-0.6801027059555054,
-0.5437805652618408,
-0.5319457054138184,
0.24229055643081665,
0.04908979684114456,
0.5615588426589966,
0.12222491949796677,
0.33506935834884644,
-0.24129335582256317,
-0.4961807131767273,
-0.11257873475551605,
0.6951345801353455,
0.2033768743276596,
-0.1612243503332138,
-0.41569679975509644,
-0.08302672207355499,
0.6116471290588379,
-0.24575650691986084,
-0.4428007900714874,
0.22362399101257324,
0.5138669610023499,
-0.11321735382080078,
-0.006222336087375879,
-0.44391581416130066,
-0.3526122272014618,
0.13000468909740448,
0.07195491343736649,
-0.3140614926815033,
-0.11237753927707672,
-0.26980218291282654,
0.21613115072250366,
0.29801997542381287,
-0.23813781142234802,
-0.5856235027313232,
0.24332524836063385,
-0.4431643784046173,
0.21429751813411713,
0.06328321248292923,
0.27143844962120056,
0.24851946532726288,
0.12131082266569138,
0.06923620402812958,
-0.2828390896320343,
0.06355912238359451,
-0.18811973929405212,
0.11854244023561478,
0.41980740427970886,
-0.1024896502494812,
0.17104385793209076,
-0.36576178669929504,
0.4390680491924286,
-0.3174913823604584,
0.13537044823169708,
-0.32046401500701904,
0.23678003251552582,
-0.2527261972427368,
-0.27532434463500977,
0.10205944627523422,
0.11143053323030472,
0.20563937723636627,
-0.2445629984140396,
0.07062087208032608,
0.5804618000984192,
-0.1777101457118988,
0.27376675605773926,
-0.13806843757629395,
-0.4924623370170593,
0.6365267038345337,
0.5092554092407227,
-0.2869745194911957,
0.3342934250831604,
0.23258736729621887,
0.05217381566762924,
-0.2887462377548218,
-0.31467652320861816,
-0.03351026400923729,
0.20467372238636017,
-0.0936848372220993,
0.20078828930854797,
0.6523569226264954,
-0.3487844169139862,
-0.01474024634808302,
0.3560575246810913,
0.0321568101644516,
1.0018393993377686,
0.5508406162261963,
-0.19917577505111694,
-0.19768303632736206,
0.8122421503067017,
0.13817435503005981,
0.22057291865348816,
0.2775459885597229,
-0.11698077619075775,
0.16071318089962006,
0.3323744237422943,
0.5382290482521057,
0.5443710684776306,
0.8843353390693665,
0.15256886184215546,
0.4013672471046448,
0.24597394466400146,
-0.29779669642448425,
-0.07853581011295319,
-0.21592113375663757,
-0.5752567648887634,
0.23020926117897034,
0.34508559107780457,
-0.3842734098434448,
-0.01674823835492134,
0.34921902418136597,
0.11278536915779114,
0.29075586795806885,
0.10173285752534866,
0.44062450528144836,
-0.8264379501342773,
-0.028325185179710388,
0.35672727227211,
0.22158022224903107,
-0.002426721854135394,
0.30586978793144226,
0.07728824764490128,
0.11602907627820969,
0.4555099308490753,
-0.216255784034729,
-0.5234464406967163,
0.512272834777832,
-0.061674565076828,
0.7160793542861938,
0.4597401022911072,
-0.08621439337730408,
-0.12656550109386444,
0.09941621124744415,
0.5120071768760681,
-0.09969021379947662,
0.2065311074256897,
-0.43399953842163086,
-0.3966790437698364,
0.19697391986846924,
-0.6641853451728821,
0.3687216341495514,
0.09904066473245621,
-0.6426477432250977,
0.4023016691207886,
-0.05739883705973625,
0.3659887909889221,
0.5209648609161377,
-0.018062664195895195,
0.45031747221946716,
-0.20214013755321503,
-0.5138586163520813,
0.4469921886920929,
-0.22305776178836823,
-0.18127483129501343,
-0.10160965472459793,
-0.36627867817878723,
-0.02420537918806076,
-0.13899323344230652,
-0.37076064944267273,
0.16449034214019775,
0.5607709884643555,
0.000019682393030961975,
-0.36024418473243713,
-0.13150300085544586,
0.5668034553527832,
0.11118479818105698,
0.002655723597854376,
0.05606730282306671,
0.1360684186220169,
-0.12196280062198639,
0.23556163907051086,
-0.5838683843612671,
0.4411632716655731,
-0.6459090113639832,
-0.6797636151313782,
-0.46139565110206604,
0.40980109572410583,
0.126340851187706,
0.16517746448516846,
-0.2495124191045761,
0.026381738483905792,
-0.04597309231758118,
0.4013228416442871,
0.34989169239997864,
-0.016354501247406006,
0.33178427815437317,
-0.5632578134536743,
-0.041112955659627914,
-0.2772921025753021,
0.398721843957901,
0.15016049146652222,
0.24872680008411407,
-0.00881043542176485,
-0.09389053285121918,
0.1692783385515213,
-0.7469233870506287,
0.14658597111701965,
-0.3581831157207489,
0.27202925086021423,
-0.20502907037734985,
0.40049561858177185,
-0.47038182616233826,
-0.21979159116744995,
-0.01140560582280159,
-0.04536795616149902,
0.14967012405395508,
-0.5515856146812439,
0.11820351332426071,
-0.17815473675727844,
0.2439468502998352,
0.17675651609897614,
-0.01930069737136364,
0.4491427540779114,
-0.4686121642589569,
-0.15713034570217133,
-0.5281968712806702,
0.14821133017539978,
-0.15241850912570953,
-0.5764600038528442,
0.4498024582862854,
-0.17552301287651062,
-0.1150723397731781,
-0.18690332770347595,
0.09773118793964386,
-0.2770973742008209,
0.024692868813872337,
-0.6485869288444519
] |