2023-11-28 22:43:22 -07:00

405 lines
1.1 MiB

{
"cells": [
{
"cell_type": "code",
"execution_count": 127,
"metadata": {},
"outputs": [],
"source": [
"from utils import *\n",
"warnings.filterwarnings('ignore')\n",
"%matplotlib inline\n",
"from sklearn.decomposition import PCA"
]
},
{
"cell_type": "code",
"execution_count": 128,
"metadata": {},
"outputs": [],
"source": [
"fd_collection = getCollection(\"team_5_mwdb_phase_2\", \"fd_collection\")"
]
},
{
"cell_type": "code",
"execution_count": 129,
"metadata": {},
"outputs": [],
"source": [
"selected_feature_model = \"fc_fd\"\n",
"\n",
"t = int(input(\"Enter value of t: \"))\n",
"if t < 1:\n",
" raise ValueError(\"t should be a positive integer\")\n",
"\n",
"num_layers = int(input(\"Enter the number of layers: \"))\n",
"if num_layers < 1:\n",
" raise ValueError(\"num_layers should be a positive integer\")\n",
"\n",
"num_hashes_per_layer = int(input(\"Enter the number of hashes per layer: \"))\n",
"if num_hashes_per_layer < 1:\n",
" raise ValueError(\"num_hashes_per_layer should be a positive integer\")"
]
},
{
"cell_type": "code",
"execution_count": 130,
"metadata": {},
"outputs": [],
"source": [
"all_images = list(fd_collection.find())\n",
"all_images = sorted(all_images, key = lambda x: x[\"image_id\"])\n",
"\n",
"odd_image_ids = [img[\"image_id\"] for img in all_images if img[\"image_id\"] % 2 == 0]\n",
"\n",
"even_image_labels = [img[\"true_label\"] for img in all_images if img[\"image_id\"] % 2 == 0]\n",
"odd_image_labels = [img[\"true_label\"] for img in all_images if img[\"image_id\"] % 2 != 0]\n",
"\n",
"feature_vectors = [np.array(img[selected_feature_model]).flatten() for img in all_images]\n",
"\n",
"total_len = len(feature_vectors)\n",
"even_feature_vectors = []\n",
"odd_feature_vectors = []\n",
"\n",
"for i in range(total_len):\n",
" if i % 2 == 0:\n",
" even_feature_vectors.append(feature_vectors[i])\n",
" else:\n",
" odd_feature_vectors.append(feature_vectors[i])\n",
"\n",
"even_feature_vectors = np.array(even_feature_vectors)\n",
"odd_feature_vectors = np.array(odd_feature_vectors)\n",
"\n",
"odd_len = odd_feature_vectors.shape[0]\n",
"even_len = even_feature_vectors.shape[0]"
]
},
{
"cell_type": "code",
"execution_count": 131,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10 Most Similar Vectors:\n",
"Label: 5, [0.4623788595199585, 0.0011552674695849419, -0.36981743574142456, -0.2036924958229065, -0.0009882748126983643, 0.3301119804382324, -0.7115498185157776, -0.46711573004722595, -0.41386187076568604, -0.3488124907016754, 0.5900148153305054, -0.10058745741844177, -0.10812616348266602, -0.6147000789642334, -0.19908009469509125, -0.07992485910654068, -0.11981599032878876, -0.41764718294143677, -0.6283365488052368, -0.3422481417655945, -0.0817180648446083, 0.7590495347976685, -0.6938257813453674, -0.4489600360393524, -0.45218169689178467, -0.12075934559106827, 0.4350382387638092, -0.14924535155296326, 0.15811331570148468, 0.3477158546447754, -0.34741124510765076, -0.2177758514881134, 0.23721426725387573, -0.06809959560632706, -0.238507479429245, -0.20404988527297974, 0.12066644430160522, -0.5871298909187317, 0.30363214015960693, -0.07998495548963547, -0.3448579013347626, 0.1277788132429123, -0.26283401250839233, 0.20805241167545319, 0.012967227026820183, -0.18457971513271332, -0.40966930985450745, 0.12411223351955414, -0.2823892831802368, -0.6756195425987244, -0.37663763761520386, 0.23013311624526978, 0.06017454341053963, -0.38259148597717285, -0.378586083650589, -0.5936056971549988, -0.5622313618659973, -0.23937280476093292, -0.3426756262779236, 0.6851834058761597, -0.4748965799808502, -0.5219063758850098, -0.2721129059791565, -0.05774804949760437, 0.40107905864715576, 0.06621063500642776, 0.13419756293296814, -0.7226254940032959, 0.4992915689945221, -0.10440751910209656, 0.10586366057395935, -0.1933903694152832, -0.03228093311190605, 1.1131656169891357, -0.5391467213630676, -0.22049948573112488, -0.30430763959884644, -0.44936126470565796, 0.6865514516830444, -0.33699238300323486, 0.7542660236358643, -0.27736616134643555, -0.1528637409210205, 0.26208004355430603, -0.5652167201042175, -0.6958185434341431, 0.00891423225402832, -0.2870737314224243, -0.08223086595535278, -0.1447097808122635, -0.16635778546333313, 0.04850379750132561, 0.25324177742004395, -0.06423089653253555, -0.2895106077194214, 0.3249705135822296, -0.391538143157959, -0.3883240222930908, 0.41419166326522827, 0.08799054473638535, 0.1493740826845169, 0.19099709391593933, -0.2628161907196045, 0.7817528247833252, -0.3028208613395691, -0.3845982849597931, 0.15796270966529846, 0.05064369738101959, -0.1348145604133606, -0.18025819957256317, -0.13771432638168335, 0.21281103789806366, -0.45590606331825256, 0.11686749011278152, -0.3927271366119385, -0.41864749789237976, -0.09419001638889313, 0.16631343960762024, -0.21978554129600525, -0.4346696138381958, -0.26422742009162903, -0.06870302557945251, 0.019433727487921715, -0.5947137475013733, -0.37730252742767334, -0.20512749254703522, 0.6523556709289551, -0.614287793636322, 0.3478758633136749, -0.17728503048419952, -0.15411695837974548, -0.354001522064209, -0.34756553173065186, -0.46825355291366577, -0.3750157952308655, 0.22564934194087982, -0.07453157752752304, -0.3676910698413849, -0.8132231831550598, -0.3434714674949646, -0.488883912563324, -0.3347964584827423, -0.06291680783033371, -0.563359797000885, 0.2981994152069092, -0.2284885048866272, 0.021980946883559227, -0.14928895235061646, -0.07552545517683029, 0.5879271626472473, 0.2916282117366791, 0.18708354234695435, -0.0941900983452797, -0.0897882878780365, 0.14736726880073547, 0.4456726908683777, 0.05528988316655159, -0.05487764626741409, 0.03317338973283768, -0.14810501039028168, -0.08876799792051315, 0.3210313022136688, 0.028373807668685913, 0.16882094740867615, -0.2948131561279297, 0.2983851730823517, -0.6198475360870361, 0.19364206492900848, -0.1640872061252594, 0.03263425454497337, 0.06197730079293251, -0.495829313993454, 0.1116369217634201, 0.015252020210027695, 0.2616478204727173, 0.35879775881767273, -0.28669771552085876, 0.5733228921890259, 0.18431788682937622, -0.11075498908758163, -0.2363085001707077, 0.4429449737071991, 0.45418667793273926, 0.19981749355793, 0.28319254517555237, 0.33143338561058044, 0.1579308658838272, 0.3672165274620056, 0.3175114393234253, -0.0248541459441185, 0.4852014183998108, 0.0741443932056427, 0.12437833845615387, 0.18784283101558685, 0.6639239192008972, 0.016633693128824234, -0.18573753535747528, -0.12080064415931702, 0.11349517107009888, 0.1337023377418518, -0.2024095505475998, -0.11696496605873108, 0.09773369133472443, 0.06182342767715454, -0.12410756200551987, -0.012826805002987385, 0.20850874483585358, 0.1960308849811554, 0.20873339474201202, 0.15249069035053253, 0.01775718852877617, 0.1029970645904541, 0.32936152815818787, -0.06118327006697655, 0.10893689095973969, -0.2724491059780121, 0.4851619303226471, 0.41496825218200684, 0.008010156452655792, 0.3259130120277405, 0.636630117893219, 0.2093515843153, 0.06707695126533508, -0.16151902079582214, 0.06202184408903122, -0.06510993093252182, 0.36990049481391907, 0.5320009589195251, 0.3418538570404053, 0.25744444131851196, -0.019998781383037567, 0.2417334020137787, -0.3092425763607025, -0.20809714496135712, 0.20187291502952576, 0.17450521886348724, 0.22622345387935638, 0.29122617840766907, -0.011531366035342216, -0.0054380446672439575, -0.18261060118675232, 0.6440668702125549, -0.24877682328224182, -0.08474377542734146, 0.13486763834953308, -0.3055187165737152, -0.2740318775177002, -0.04647882282733917, -0.1458675116300583, -0.07997918874025345, 0.102704718708992, -0.18490657210350037, 0.10846646130084991, 0.164823979139328, 0.15389025211334229, -0.19408206641674042, -0.2418661266565323, -0.12283144891262054, -0.08962245285511017, -0.007237531244754791, 0.30872562527656555, -0.17764411866664886, -0.13050159811973572, -0.29722845554351807, -0.16066759824752808, 0.22647754848003387, 0.144512340426445, 0.3956391513347626, 0.3686997592449188, 0.24985691905021667, 0.21567402780056, -0.21074242889881134, -0.23400680720806122, -0.08653947710990906, 0.3284774422645569, -0.043585557490587234, 0.141983300447464, 0.1841389387845993, 0.053155314177274704, 0.39988550543785095, -0.09806858003139496, 0.14412635564804077, -0.10751982778310776, 0.25046271085739136, 0.13888919353485107, -0.17664891481399536, 0.39741596579551697, 0.048500142991542816, -0.11959295719861984, 0.09540797770023346, -0.06990092992782593, 0.2607084810733795, 0.005410173907876015, -0.12679556012153625, 0.341721773147583, -0.06383942812681198, 0.25511494278907776, -0.1270575374364853, -0.10064910352230072, 0.0237293541431427, -0.021827109158039093, -0.08734361082315445, 0.3362995982170105, 0.13484029471874237, -0.6261356472969055, -0.6476185321807861, -0.274897038936615, -0.2985016405582428, 0.0048974547535181046, -0.21645736694335938, 0.23652450740337372, -0.09638313204050064, -0.21843373775482178, -0.15618091821670532, -0.30138370394706726, 0.13387539982795715, -0.3190290927886963, -0.22196176648139954, 0.28484007716178894, 0.4002252221107483, -0.15101109445095062, -0.2826424539089203, 0.04878309369087219, -0.0994240939617157, 0.06587247550487518, -0.05349064990878105, 0.2070033997297287, -0.21397115290164948, -0.30775052309036255, -0.5041950345039368, 0.08385180681943893, 0.31295764446258545, -0.13558565080165863, 0.25731363892555237, 0.22331726551055908, 0.4251573085784912, -0.2538438141345978, 0.960752546787262, -0.016578517854213715, 0.13350644707679749, -0.3160467743873596, 0.561576783657074, -0.0031718509271740913, -0.2618718445301056, -0.1679028421640396, 0.4721769690513611, -0.5857528448104858, -0.24614547193050385, -0.6116465926170349, 0.22726058959960938, 0.5818806886672974, 0.13883712887763977, -0.2830654978752136, 0.30108028650283813, 0.09529750794172287, 0.006805755198001862, 0.4750489294528961, 0.9885765314102173, 0.5168380737304688, 0.6003008484840393, 0.3364098370075226, 0.3201271593570709, 0.14841242134571075, 0.10289009660482407, 0.5318996906280518, 0.13261157274246216, -0.02194584161043167, 0.08829197287559509, 1.6284749507904053, -0.46223539113998413, -0.15417416393756866, 0.6864622831344604, 0.03592883050441742, -0.11371739953756332, 0.4243399500846863, -0.1266423761844635, 0.27978751063346863, 0.12301801890134811, -0.033228762447834015, -0.2986494302749634, 0.8188872933387756, 0.1630866527557373, -0.02300100401043892, 0.12343116104602814, 0.23666439950466156, 0.01884469762444496, 0.304256409406662, 0.4075588583946228, 0.03879454731941223, 0.4402000904083252, -0.14307498931884766, -0.3646228313446045, 0.3288918137550354, -0.025738457217812538, 0.19600917398929596, 0.35598403215408325, -0.3126061260700226, -0.4893064796924591, -0.3146175742149353, 0.2007669359445572, 0.06285693496465683, -0.1426321417093277, -0.1455511599779129, 0.6081940531730652, 7.225409507751465, 1.5005143880844116, -0.01623857021331787, 0.6764780879020691, -0.24267640709877014, 0.29307299852371216, -0.3669474422931671, -0.026320982724428177, -0.2796756327152252, -0.258039653301239, -0.27724772691726685, -0.13809184730052948, 0.3475845754146576, 1.1305185556411743, 0.23537437617778778, 0.6305752396583557, -0.20689786970615387, -0.035589396953582764, -0.031106799840927124, 0.01532986294478178, -0.288803368806839, -0.07173369824886322, -0.03467730060219765, 0.1501532793045044, -0.6634859442710876, -0.24373584985733032, -0.03390195965766907, 0.05347025766968727, -0.08974073827266693, 0.2227860689163208, -0.07375603914260864, -0.13033047318458557, 0.2211628407239914, 0.11921119689941406, 0.16812171041965485, -0.12167295813560486, -0.0503590926527977, -0.08026787638664246, 0.11503277719020844, 0.040255408734083176, -0.3926782011985779, -0.26841217279434204, 0.2892390489578247, -0.10475310683250427, -0.04546346887946129, 0.3818088471889496, 0.2634996473789215, 0.09834209084510803, -0.31907007098197937, -0.06411851942539215, -0.332584947347641, -0.20353485643863678, 0.17569996416568756, -0.0031256331130862236, -0.3431558609008789, 0.038444697856903076, -0.9330134987831116, 0.08299852162599564, -0.008024021983146667, 0.0047815409488976, 0.13425502181053162, 0.2817531228065491, 0.051090095192193985, -0.3280878961086273, -0.32712629437446594, 0.17744523286819458, 0.34950944781303406, -0.36501479148864746, 0.07266945391893387, 0.3665291965007782, -0.054211728274822235, -0.345909982919693, -0.15147237479686737, -0.07427534461021423, 0.4297526478767395, -0.2254185676574707, -0.15310490131378174, -0.014411535114049911, 0.11692723631858826, 0.34883618354797363, -0.003948277793824673, -0.3357079327106476, -0.27590036392211914, -0.11411412805318832, 0.23863892257213593, -0.7275508642196655, -0.008289104327559471, -0.2275591939687729, -0.21973305940628052, 0.026938557624816895, 0.05267000198364258, -0.05408531799912453, -0.026528552174568176, 0.13930043578147888, -0.6666910648345947, 0.24982202053070068, -0.17638841271400452, -0.1392940878868103, -0.17841799557209015, 0.2290382832288742, -0.06961949169635773, 0.01297827996313572, -0.2221778780221939, 0.12585113942623138, -0.16152583062648773, -0.5133897066116333, -0.0690581351518631, 0.08979032188653946, 0.5616984963417053, -0.04016268253326416, 0.07031510025262833, -0.04562877118587494, 0.06454162299633026, 0.34544989466667175, -0.49664920568466187, -0.4295732080936432, 0.0976310446858406, -0.48468247056007385, 0.08323931694030762, -0.12592186033725739, 0.12940692901611328, -0.06995563954114914, -0.18832625448703766, -0.1588824987411499, -0.3512215316295624, -0.024602729827165604, 0.39091742038726807, -0.14556539058685303, 0.12483064085245132, -0.30706673860549927, 0.13535696268081665, -0.04561509191989899, -0.3551354706287384, -0.13680286705493927, -0.2896288335323334, -0.18353983759880066, 0.32532361149787903, -0.3391856253147125, -0.2860966622829437, -0.08840934187173843, -0.5323553085327148, -0.5837205052375793, 0.11574844270944595, -0.41884252429008484, -0.10289761424064636, -0.03687535971403122, -0.19295436143875122, 0.049195606261491776, -0.11476977169513702, 0.16080735623836517, 0.020404435694217682, -0.21683001518249512, -0.24025581777095795, 0.1782381236553192, -0.11941070109605789, 0.4447014629840851, -0.12680698931217194, 0.4602789878845215, -0.026692934334278107, -0.11458683013916016, -0.1189195066690445, -0.4570433497428894, -0.1272505223751068, 0.09905585646629333, -0.08170861005783081, -0.26646843552589417, -0.23527610301971436, -0.3102805018424988, -0.3502553403377533, -0.37620648741722107, 0.39460739493370056, -0.4539377987384796, -0.0004219419788569212, 0.09753777086734772, -0.19901622831821442, -0.3018670976161957, -0.3365146517753601, -0.18930375576019287, -0.440133661031723, 0.5834789276123047, 0.12539544701576233, 0.32297876477241516, -0.1852886825799942, 0.4253529906272888, 0.03669346123933792, 0.1434609740972519, -0.13464267551898956, -0.03247218206524849, -0.17356392741203308, 0.2273845076560974, 0.24996179342269897, -0.21788480877876282, -0.2994014322757721, -0.22601810097694397, -0.31260642409324646, -0.045565396547317505, 0.7434988021850586, -0.10289174318313599, 0.10761375725269318, -0.3300721347332001, 0.4264780879020691, -0.251911461353302, -0.17134295403957367, -0.0034417174756526947, -0.07678257673978806, -0.19851090013980865, 0.11076569557189941, -0.38599035143852234, 0.14827224612236023, 0.11747460067272186, -0.11962748318910599, 0.7347463965415955, 0.0037001855671405792, -0.12041692435741425, -0.3687863349914551, -0.23443613946437836, 0.39805901050567627, -0.5176222920417786, -0.005071647465229034, 0.479629248380661, -0.3159202039241791, -0.3595983684062958, 0.3856669068336487, 0.17106126248836517, 0.16451600193977356, 0.18916334211826324, -0.16133001446723938, 0.41263431310653687, -0.20778702199459076, 0.5908578038215637, -0.45642897486686707, -0.2736888527870178, -0.2543363869190216, -0.3225368559360504, 0.1386813372373581, 0.2639256417751312, -0.2962196171283722, 0.05412229895591736, -0.3282697796821594, -0.3371664583683014, 0.400775283575058, -0.3663269281387329, -0.2344316691160202, -0.07166329026222229, 0.04674083739519119, -0.4639917016029358, -0.3361152112483978, 0.07073991000652313, -0.37920525670051575, 0.23087090253829956, -0.3325997292995453, -0.1687433123588562, -0.06859511137008667, 1.2470779418945312, -0.1908952295780182, 0.11312615871429443, -0.12264605611562729, -0.4151330292224884, -0.2135578989982605, 0.12693427503108978, 0.37045517563819885, -0.1265377402305603, 0.1332988142967224, -0.06885115802288055, -0.10490965843200684, 0.059637051075696945, -0.31140241026878357, 0.10192220658063889, -0.5668947696685791, -0.2974059283733368, 0.46504735946655273, 0.40983545780181885, 0.3648777902126312, -0.11233703792095184, -0.04542937129735947, -0.08421138674020767, 0.3592916429042816, 0.0011833235621452332, -0.43711233139038086, -0.18486161530017853, 0.5561932325363159, -0.14596521854400635, -0.14515963196754456, -0.019057895988225937, 0.3843168616294861, -0.3907526731491089, -0.6062343716621399, 0.22292016446590424, -0.07773762941360474, -0.2260705977678299, -0.25683483481407166, 0.11156056821346283, 0.11315298825502396, 0.12235324084758759, 0.14489978551864624, 0.023004693910479546, 0.2555190324783325, 0.832487940788269, 0.22723163664340973, 0.24562931060791016, -0.24209465086460114, -0.2816743850708008, -0.3875211775302887, 0.012318136170506477, 0.3672999143600464, -0.32701748609542847, -0.2343950718641281, 0.1818235218524933, -0.004697706550359726, 0.22503937780857086, -0.021027665585279465, -0.006233809515833855, -0.6917340755462646, -0.4780416488647461, -0.0627693459391594, 0.2501618564128876, 0.2492332011461258, -0.2746465504169464, 0.0456104539334774, 0.224953293800354, 0.08333168923854828, 0.07881589978933334, -0.02430647239089012, -0.05935610085725784, -0.008705712854862213, 0.18381956219673157, -0.11896221339702606, -0.07052874565124512, 0.2709070146083832, 0.10124820470809937, -0.25548887252807617, -0.1490865796804428, 0.03857188671827316, -0.34006357192993164, -0.3127206563949585, -0.21380315721035004, -0.38221409916877747, -0.20222313702106476, -0.11353707313537598, -0.32690584659576416, 1.785118579864502, -0.5153063535690308, 0.0004910103161819279, 0.12543293833732605, -0.17382141947746277, 0.1692974716424942, -0.27715185284614563, 0.058091193437576294, -0.43641215562820435, 0.23676788806915283, -0.07496871054172516, -0.410356730222702, -0.10257779061794281, 0.06370415538549423, -0.2789689302444458, -0.1784532368183136, 0.1644192934036255, 0.03353241831064224, -0.2489679604768753, 0.14090903103351593, -0.21773943305015564, 0.007589171640574932, -0.3095497190952301, 0.33335673809051514, -0.07035334408283234, -0.013449002057313919, -0.2028484344482422, -0.17600516974925995, 0.1935940384864807, -0.03528430312871933, -0.1089259684085846, -0.03950073570013046, 0.23506301641464233, -0.3130339980125427, -0.0640941932797432, 0.037370748817920685, 0.15386958420276642, -0.3064022660255432, 0.2655367851257324, -0.11032924801111221, 0.03139863908290863, -0.2842390835285187, 0.097530297935009, -0.33903446793556213, -0.40938663482666016, 0.17769284546375275, -0.5032445192337036, -0.26478779315948486, -0.3209567964076996, -0.01890566758811474, 0.15295381844043732, -0.015555065125226974, 0.1803528070449829, -0.13738971948623657, -0.009558724239468575, -0.44617584347724915, -0.11234868317842484, -0.5018118619918823, -0.0917075052857399, -0.014474610798060894, 0.11728157848119736, -0.04813456907868385, -0.18151459097862244, 0.47787272930145264, 0.03153669834136963, -0.2767995297908783, 0.17035351693630219, 0.3463779389858246, 3.4231882095336914, 0.2584666609764099, 0.606063723564148, -0.5349793434143066, -0.20355746150016785, -0.1472259759902954, 0.1866304874420166, -0.15853072702884674, -0.3796074390411377, 0.3257317543029785, -0.47030866146087646, 0.12806926667690277, -0.44367748498916626, -0.41030988097190857, 0.043048981577157974, -0.1671428382396698, -0.05934585630893707, -0.45601677894592285, 0.29408320784568787, 0.30473649501800537, 0.06440341472625732, 0.14907921850681305, -0.1630929708480835, -0.028167733922600746, 0.2254662960767746, -0.21062491834163666, 0.23276643455028534, -0.1515367478132248, -0.03097463957965374, -0.1786636859178543, -0.10852304100990295, 0.18695297837257385, 0.2189103662967682, -0.29035526514053345, 0.16188104450702667, -0.4483267366886139, -0.210269033908844, 0.19956819713115692, -0.013858598656952381, 0.3445775508880615, 0.37318527698516846, -0.21738412976264954, -0.2851100564002991, -0.014310626313090324, 0.5186113119125366, 0.011576574295759201, -0.27836132049560547, 0.12487364560365677, 0.11676125228404999, -0.07342671602964401, 0.0221121646463871, -0.2781013548374176, 0.01498196367174387, -0.21806655824184418, 0.13442698121070862, 0.2460637241601944, -0.1198253184556961, -0.34526917338371277, -0.428907573223114, 0.8025107979774475, 0.2219511717557907, -0.6893136501312256, -0.251245379447937, -0.25864148139953613, -0.14603278040885925, 0.00887034460902214, -0.09067359566688538, -0.03321003541350365, -0.34252917766571045, 0.2486387938261032, -0.4138224422931671, -0.2896246612071991, 0.17360202968120575, 0.20979416370391846, -0.05533817410469055, -0.17347416281700134, -0.2000187635421753, -0.3820088803768158, -0.34937015175819397, -0.27459296584129333, 0.3527149558067322, -0.3994084298610687, 0.05907696485519409, 2.661766290664673, -0.03967580944299698, -0.0366181917488575, 0.1486649215221405, 0.015253987163305283, -0.0948992371559143, -0.029547303915023804, 0.445292592048645, 0.17447134852409363, 0.1373278796672821, -0.04485020041465759, 0.14409169554710388, -0.25017794966697693, 3.8675923347473145, -0.3454960286617279, -0.18354341387748718, 0.4378587007522583, 0.26655155420303345, 0.01782357692718506, 0.47543007135391235, -0.4307691156864166, 0.7872369885444641, -0.13258226215839386, -0.11844561994075775, 0.4530496895313263, -0.06519879400730133, 0.17697042226791382, -0.24091820418834686, -0.018161993473768234, -0.17033636569976807, 0.0067967614158988, -0.2554475665092468, -0.20885337889194489, -0.14153707027435303, -0.08017712086439133, -0.011183470487594604, -0.08242399990558624, -0.21849492192268372, -0.11364354193210602, 0.25299808382987976, -0.011270344257354736, -0.110407754778862, -0.1446477323770523, 0.12196414172649384, -0.06044646352529526, 0.16887448728084564, -0.08146930485963821, -0.021830305457115173, -0.2830111086368561, 0.00836283527314663, 0.014219164848327637, 0.541572093963623, 0.01920817419886589, 0.04907776787877083, 0.015112241730093956, -0.004732456058263779, 0.19628533720970154, 0.018430408090353012, -0.28429293632507324, 0.38463741540908813, -0.2680717408657074, 0.326202929019928, -0.21043501794338226, -0.20586074888706207, -0.1088472455739975, -0.08618947118520737, 0.0801544189453125, -0.25223371386528015, -0.0347088985145092, 0.2441556453704834, -0.12453845888376236, 0.09769778698682785, -0.09608343243598938, 0.18892453610897064, 0.09163041412830353, -0.10411599278450012, -0.015037039294838905, -0.1940130740404129, -0.2117253541946411, 0.39610493183135986, 0.940864622592926, -0.09278198331594467, 0.05229011923074722, 0.5524386167526245, 0.16891492903232574, 0.2690805494785309, -0.04786359518766403, 0.11999040096998215, -0.5032142996788025, 0.050003767013549805, -0.006227940320968628, 0.21802441775798798, 0.2687641680240631, 0.16666090488433838, -0.03739571571350098, 0.04634321480989456, -0.5654181241989136, -0.3165484368801117, -0.033971913158893585, 0.057503268122673035, 0.14357629418373108, -0.023402230814099312, -0.18176274001598358, 0.4611840844154358, -0.2178758829832077]\n",
"Label: 5, [0.25199177861213684, 0.017097491770982742, -0.13677355647087097, 0.06602071970701218, -0.003919195383787155, 0.26610875129699707, -0.6375072598457336, -0.27113839983940125, -0.1242472231388092, -0.32814672589302063, 0.5395817756652832, -0.03653872385621071, -0.1907968968153, -0.6942984461784363, -0.2047596275806427, -0.2834453582763672, 0.009305097162723541, -0.3595145344734192, -0.46236899495124817, -0.28880637884140015, -0.030034340918064117, 0.7248823642730713, -0.5844447016716003, -0.498752236366272, -0.4735732972621918, -0.1082473024725914, 0.4902125298976898, 0.06760300695896149, 0.3130757808685303, 0.6363791823387146, -0.3808238208293915, -0.024363631382584572, 0.4817056655883789, -0.15981777012348175, -0.188182532787323, 0.006145589053630829, 0.01342799887061119, -0.4209294319152832, 0.5256541967391968, 0.1621304154396057, -0.04864577576518059, 0.44527167081832886, 0.018342500552535057, 0.4613689184188843, 0.36199814081192017, -0.05274117365479469, -0.15698124468326569, 0.36464163661003113, -0.09982959181070328, -0.3228113353252411, -0.37676042318344116, 0.34633132815361023, 0.03336507827043533, -0.4256007671356201, -0.37440046668052673, -0.5160574913024902, -0.5501811504364014, -0.3062891662120819, -0.4049455523490906, 0.6734473705291748, -0.39929309487342834, -0.5755400657653809, -0.129740372300148, -0.23060275614261627, 0.2387203872203827, -0.0653897300362587, 0.10149957239627838, -0.72182297706604, 0.31143495440483093, -0.24954690039157867, -0.16140688955783844, -0.0363306924700737, -0.08777919411659241, 1.2145438194274902, -0.5119760036468506, -0.1520872414112091, -0.35177725553512573, -0.5743237733840942, 0.54453045129776, -0.3202241063117981, 0.7534496784210205, -0.32420849800109863, -0.1524067223072052, 0.35998234152793884, -0.5056371092796326, -0.6858611702919006, -0.03437184914946556, -0.2591220438480377, -0.1506558060646057, -0.28074461221694946, -0.20359647274017334, -0.005644641816616058, 0.6245704889297485, -0.22829581797122955, -0.3629564940929413, 0.3798592686653137, -0.3569198548793793, -0.23914164304733276, 0.48248395323753357, 0.07863502949476242, -0.002619963139295578, 0.006094861775636673, -0.15681147575378418, 0.5156222581863403, -0.3193228840827942, -0.3869279623031616, 0.05351688340306282, -0.1177583709359169, -0.010636718943715096, -0.07469630986452103, -0.13721129298210144, 0.11406426131725311, -0.4450182318687439, -0.05834116041660309, -0.2496282309293747, -0.31983351707458496, -0.07747329771518707, 0.1868545413017273, -0.27749472856521606, -0.17924199998378754, 0.07114771753549576, -0.11194036900997162, 0.01732957363128662, -0.4997905194759369, -0.2674545645713806, -0.4348512589931488, 0.6323237419128418, -0.6224300861358643, 0.45151105523109436, 0.218827486038208, 0.042616553604602814, -0.4149969220161438, -0.15106774866580963, -0.3405219614505768, -0.15733939409255981, 0.12129468470811844, 0.030211446806788445, -0.38247543573379517, -0.4959556460380554, -0.004939841106534004, -0.1564931869506836, -0.1556221842765808, 0.007687028497457504, 0.027831392362713814, -0.13822394609451294, -0.1263480931520462, 0.12759625911712646, -0.04185394197702408, -0.1180005818605423, 0.28865426778793335, 0.18539127707481384, 0.07464529573917389, -0.07369843125343323, 0.08294353634119034, 0.22278721630573273, 0.43364328145980835, -0.16121335327625275, -0.03994769975543022, -0.132575124502182, -0.0462021641433239, 0.03857974335551262, 0.31231388449668884, 0.032306745648384094, 0.2543850541114807, -0.33201390504837036, -0.014831677079200745, -0.4036412835121155, -0.04578903317451477, 0.09756938368082047, 0.023043453693389893, 0.48555245995521545, -0.2259586900472641, -0.10615323483943939, 0.04613589867949486, 0.3066585063934326, 0.4339141249656677, -0.1907583326101303, 0.6661306619644165, 0.048247165977954865, -0.14747074246406555, -0.07165026664733887, 0.31048664450645447, 0.6468515992164612, 0.12637776136398315, 0.5091784000396729, 0.6457900404930115, 0.3171409070491791, 0.27858710289001465, 0.35322079062461853, 0.1138489693403244, 0.4157103896141052, 0.30158936977386475, 0.36375781893730164, 0.3036768436431885, 0.6949326992034912, -0.045282673090696335, 0.32567715644836426, 0.0753985121846199, 0.16040447354316711, 0.33479025959968567, -0.049227360635995865, 0.010788706131279469, 0.26569506525993347, 0.17726698517799377, 0.1782129406929016, -0.008466911502182484, 0.06028880923986435, 0.1980113685131073, -0.13302457332611084, 0.013275159522891045, -0.07470942288637161, 0.03944641351699829, 0.37636011838912964, -0.09665772318840027, -0.017162827774882317, -0.008093210868537426, 0.430915504693985, 0.08625318109989166, -0.11930672824382782, 0.2732730209827423, 0.38528913259506226, 0.3291202485561371, 0.11042892932891846, -0.07413806021213531, -0.1978299915790558, -0.013614263385534286, 0.379952073097229, 0.1657920777797699, 0.29331380128860474, 0.11001120507717133, 0.04767594113945961, -0.13951300084590912, -0.18281054496765137, -0.19177645444869995, -0.01918843761086464, 0.14638946950435638, -0.05032044276595116, -0.11582478880882263, -0.2406284511089325, -0.09871377050876617, -0.27671512961387634, -0.025038883090019226, -0.1654573380947113, -0.2651110887527466, -0.07642316818237305, -0.17118306457996368, -0.10024727880954742, -0.11323153972625732, -0.09864039719104767, -0.2751859426498413, 0.08680698275566101, -0.08618669211864471, 0.16657677292823792, 0.07176195085048676, -0.08542388677597046, -0.027779730036854744, -0.04881909862160683, -0.0355348140001297, 0.051016710698604584, 0.17520031332969666, 0.16807541251182556, 0.07152454555034637, 0.13158315420150757, -0.14381143450737, -0.13934461772441864, -0.0006216689944267273, 0.306056946516037, 0.11683930456638336, 0.26052573323249817, 0.06765396147966385, 0.16763949394226074, -0.041133228689432144, -0.15797525644302368, 0.193388894200325, 0.30795615911483765, -0.2630268931388855, 0.0783010795712471, -0.042957887053489685, -0.05665050819516182, 0.1469781994819641, -0.05812046304345131, 0.2797171473503113, -0.04775995761156082, 0.14132249355316162, -0.05234586447477341, 0.03465748950839043, 0.3112057149410248, 0.05277896299958229, -0.03426185995340347, 0.0302923284471035, -0.130030557513237, 0.164028137922287, -0.03301558643579483, -0.1007794663310051, 0.2622429430484772, -0.12873154878616333, -0.020817546173930168, -0.3013511598110199, -0.12522265315055847, -0.07614945620298386, -0.04773775860667229, -0.3121040463447571, 0.34343281388282776, 0.19924303889274597, -0.5838914513587952, -0.5359753370285034, -0.0732760801911354, -0.37534287571907043, -0.2766263782978058, -0.2166244387626648, -0.1987278312444687, -0.08257125318050385, 0.3569536805152893, -0.19493365287780762, -0.06662570685148239, -0.10484063625335693, -0.20064108073711395, -0.13144977390766144, 0.17568297684192657, -0.10427162051200867, -0.04611217603087425, -0.3396146595478058, 0.002584362868219614, -0.14206823706626892, -0.20964133739471436, -0.15403364598751068, -0.07725377380847931, -0.39021632075309753, -0.23639936745166779, -0.29986077547073364, -0.030973931774497032, 0.02279944345355034, 0.0008585024625062943, 0.18570773303508759, 0.1950058490037918, 0.4124910235404968, -0.35578781366348267, 0.6185110807418823, 0.15922871232032776, 0.10545989871025085, -0.37865471839904785, 0.4818834662437439, 0.02507607266306877, -0.23834128677845, -0.3031335771083832, 0.19864323735237122, -0.5498148798942566, -0.3410603404045105, -0.6769343614578247, 0.14370490610599518, 0.11565513908863068, 0.11597397178411484, -0.2219180017709732, 0.25073307752609253, -0.05570144206285477, 0.07426595687866211, 0.4581151306629181, 0.881232500076294, 0.6607164144515991, 0.7979182004928589, 0.22452200949192047, 0.34903284907341003, -0.003608359256759286, 0.19838185608386993, 0.4771783947944641, -0.07930058985948563, -0.062027640640735626, 0.07164717465639114, 1.1569572687149048, -0.4632703363895416, -0.22289039194583893, 0.7776514887809753, -0.04817323014140129, 0.025404611602425575, 0.39065244793891907, -0.2628738582134247, 0.0813814103603363, 0.3484337329864502, -0.0572647899389267, -0.19564813375473022, 0.5780087113380432, 0.36398375034332275, 0.04578888416290283, 0.0177116971462965, 0.09797234833240509, -0.14628806710243225, -0.02458484098315239, 0.5920090675354004, -0.09798862040042877, 0.20303069055080414, -0.08569014072418213, -0.21959614753723145, 0.2798967659473419, 0.088053859770298, 0.08599277585744858, 0.5064031481742859, -0.12912316620349884, -0.43212053179740906, -0.2328178584575653, 0.030539726838469505, 0.1296195238828659, -0.3417056202888489, 0.01649954915046692, 1.2139713764190674, 7.455554008483887, 2.5352368354797363, 0.19014564156532288, 0.9912772178649902, 0.014333294704556465, -0.09577872604131699, -0.273036926984787, -0.008329715579748154, -0.2833085060119629, 0.18334417045116425, 0.08204461634159088, -0.4114500880241394, 0.26875680685043335, 0.5740964412689209, 0.1634349673986435, 0.36996811628341675, -0.345806747674942, -0.45838209986686707, 0.05041460320353508, -0.21901562809944153, -0.08477833867073059, -0.5014305710792542, 0.01686970517039299, 0.06035768985748291, -0.7233563661575317, -0.2058590054512024, -0.060784079134464264, 0.0021431855857372284, -0.050366878509521484, -0.05381203442811966, -0.06057996302843094, -0.07696431875228882, 0.16638441383838654, -0.3514680564403534, -0.24820667505264282, -0.1387038230895996, -0.07033788412809372, -0.11133445799350739, 0.14177118241786957, -0.1527213603258133, -0.25062432885169983, -0.22535772621631622, -0.3842181861400604, -0.06550208479166031, -0.11956480890512466, 0.26442110538482666, 0.10938839614391327, 0.21533827483654022, -0.3201464116573334, -0.14766748249530792, -0.13575507700443268, -0.1435113251209259, 0.16739913821220398, -0.0824495404958725, -0.14333929121494293, 0.024182336404919624, -0.7038165330886841, 0.12376178801059723, 0.1603504717350006, -0.18774224817752838, -0.05163286626338959, 0.004406326450407505, 0.053775835782289505, -0.09156345576047897, -0.38465428352355957, 0.11986066401004791, 0.06890486925840378, -0.28701987862586975, 0.18398897349834442, -0.023448511958122253, -0.002037016674876213, -0.26068049669265747, -0.030849415808916092, -0.06862659752368927, 0.27424147725105286, -0.22419825196266174, -0.23996953666210175, -0.21460972726345062, -0.3458590805530548, 0.1993715912103653, 0.45364394783973694, -0.15471379458904266, -0.045666128396987915, -0.08472243696451187, -0.014240384101867676, -0.546282947063446, 0.06950937956571579, -0.14415396749973297, -0.1376064121723175, 0.2816515564918518, 0.17003631591796875, -0.01877424493432045, -0.017187373712658882, -0.3412676155567169, -0.5450363159179688, 0.21696658432483673, 0.03800749033689499, 0.040962159633636475, -0.22045256197452545, 0.48416441679000854, -0.06549903750419617, -0.0026653544045984745, -0.19522710144519806, 0.012728288769721985, -0.05031998082995415, -0.43822357058525085, -0.05783475190401077, 0.1868661642074585, 0.46237894892692566, -0.10764698684215546, 0.5142955183982849, -0.027530135586857796, 0.03385158255696297, -0.0728561133146286, -0.40794095396995544, -0.3966616988182068, -0.1477309763431549, -0.2911441922187805, 0.100518137216568, -0.11127577722072601, 0.2134566605091095, -0.02901247888803482, -0.18155169486999512, -0.3196994364261627, -0.45230525732040405, -0.05327318608760834, 0.24061806499958038, -0.009371988475322723, -0.05724772810935974, -0.3213549852371216, 0.011414377950131893, -0.13087408244609833, -0.32826003432273865, -0.073180191218853, -0.2203967124223709, -0.10592171549797058, 0.3910941183567047, -0.40792569518089294, -0.15038134157657623, -0.14884737133979797, -0.4595792591571808, -0.5232381224632263, 0.08132270723581314, -0.42897871136665344, -0.14697256684303284, -0.08934587985277176, -0.1430068016052246, -0.06245255842804909, -0.018682802096009254, -0.14975041151046753, 0.22679901123046875, 0.023299213498830795, -0.3040847182273865, 0.9410672187805176, -0.07743831723928452, 0.3301197290420532, -0.1732441633939743, 0.590720534324646, -0.43015873432159424, 0.49782222509384155, -0.13821154832839966, -0.5532212853431702, -0.131601944565773, 0.07417269051074982, -0.06904286891222, -0.2316291630268097, -0.22111378610134125, -0.4611659049987793, -0.14709922671318054, -0.18491023778915405, 0.0854320377111435, -0.3642607629299164, 0.2082950323820114, 0.07086929678916931, -0.16154511272907257, -0.21549934148788452, -0.3876625597476959, -0.285863995552063, -0.3502649664878845, 0.670333206653595, 0.24332916736602783, 0.07209878414869308, 0.07668791711330414, 0.3102966547012329, 0.04256259649991989, 0.2868020534515381, -0.2956739664077759, 0.046857643872499466, -0.17355382442474365, 0.0866260677576065, 0.14046844840049744, -0.19814155995845795, -0.22868311405181885, -0.3071534335613251, -0.03559604659676552, -0.14107079803943634, 0.3291812837123871, -0.058221131563186646, 0.11393896490335464, -0.3072355389595032, 0.16853629052639008, -0.21237821877002716, -0.06827842444181442, 0.21046991646289825, -0.14162655174732208, -0.2677956819534302, 0.1565110683441162, -0.3820393681526184, 0.3115999698638916, 0.04801088944077492, 0.010789722204208374, -0.2388773113489151, -0.2979058027267456, -0.212566539645195, -0.13155867159366608, -0.3009447157382965, 0.1405152827501297, -0.2500692307949066, 0.12603223323822021, 0.5385450720787048, -0.23073498904705048, 0.16601693630218506, 0.2453959584236145, 0.05360349267721176, 0.22231601178646088, 0.1786092221736908, -0.16008347272872925, 0.24983060359954834, -0.12409554421901703, 0.38563835620880127, -0.25028136372566223, -0.042334023863077164, -0.08724457025527954, -0.22694382071495056, 0.11240023374557495, 0.18095509707927704, -0.12545371055603027, -0.02211381308734417, -0.14901147782802582, -0.25764012336730957, 0.07376038283109665, -0.16229018568992615, -0.06313404440879822, 0.24018758535385132, 0.006270304322242737, -0.3051765561103821, -0.0741637796163559, 0.06733725219964981, -0.20010679960250854, 0.20414981245994568, -0.22736528515815735, -0.11540422588586807, 0.028150714933872223, 2.053912878036499, -0.294859379529953, 0.14375725388526917, 0.010495890863239765, -0.09607776999473572, -0.18613675236701965, 0.19712196290493011, 0.03396036475896835, 0.1474406123161316, -0.051816537976264954, -0.16482876241207123, -0.37540385127067566, -0.16300217807292938, -0.06918275356292725, -0.37502506375312805, -0.08478648960590363, -0.032434433698654175, 0.7934274077415466, 0.2923814356327057, 0.22880235314369202, -0.2707762122154236, -0.12258251011371613, -0.17426955699920654, 0.11502831429243088, -0.04713050276041031, -0.4735693037509918, -0.08498840034008026, 0.4017370343208313, -0.08984994888305664, -0.04363584518432617, 0.001038484275341034, 0.5300344228744507, -0.411921888589859, -0.49944549798965454, 0.039543960243463516, -0.07013505697250366, -0.08917157351970673, -0.21675248444080353, 0.040557779371738434, -0.18996888399124146, 0.07227201759815216, 0.18217378854751587, 0.08337073028087616, 0.2923606336116791, 0.5395619869232178, 0.29958540201187134, 0.09520792961120605, -0.3791113793849945, -0.18533580005168915, -0.36664441227912903, -0.14146897196769714, 0.24412132799625397, -0.24877886474132538, -0.20467454195022583, -0.014379629865288734, -0.21276670694351196, 0.12855756282806396, -0.010703525505959988, -0.17350420355796814, -0.7689869403839111, -0.2970256805419922, -0.16802413761615753, 0.14962150156497955, 0.1855776458978653, -0.35043564438819885, 0.021714264526963234, 0.23177725076675415, 0.21196109056472778, -0.2574271857738495, -0.025637060403823853, -0.14565731585025787, 0.22727689146995544, 0.2411195933818817, -0.1511353850364685, -0.1345503181219101, 0.04664089158177376, -0.05144846439361572, -0.08863865584135056, -0.22728437185287476, -0.04461129382252693, -0.37419313192367554, -0.12394312024116516, -0.36622416973114014, 0.021173134446144104, -0.009851112961769104, -0.12648390233516693, -0.2806702256202698, 2.39022159576416, -0.2698533236980438, 0.07387348264455795, 0.22078995406627655, -0.10662026703357697, 0.08297646045684814, -0.3826240003108978, 0.07222555577754974, -0.1701097935438156, 0.10454542934894562, 0.15339669585227966, -0.12166203558444977, -0.11073537170886993, 0.042814191430807114, -0.1544395387172699, -0.09897501766681671, 0.05890382453799248, -0.10566572844982147, -0.12648354470729828, 0.4115449786186218, -0.1292664259672165, 0.35725951194763184, -0.4297313988208771, 0.08521196246147156, 0.10996893048286438, 0.01582876220345497, -0.2240179479122162, -0.015793349593877792, 0.20882262289524078, 0.004271149635314941, -0.030806615948677063, 0.018904145807027817, -0.0672103613615036, -0.1614268720149994, -0.3307594060897827, 0.020857790485024452, 0.3386721611022949, -0.27265873551368713, 0.04924793541431427, -0.1118125393986702, -0.001834610477089882, -0.23906224966049194, 0.09814836829900742, -0.05762796103954315, -0.2679066061973572, 0.2387440800666809, -0.3853476047515869, -0.40980401635169983, -0.33404919505119324, -0.13230597972869873, 0.041363347321748734, -0.004887524992227554, 0.043410688638687134, -0.017788708209991455, 0.11250641942024231, -0.2696772813796997, -0.040798354893922806, -0.1624382585287094, 0.11133591085672379, 0.333383709192276, -0.03974451869726181, -0.2433289736509323, -0.1295957714319229, 0.26056331396102905, -0.09546364843845367, -0.33640241622924805, 0.10374560952186584, 0.3113584816455841, 2.304037094116211, -0.03992457315325737, 0.846701443195343, -0.4817657768726349, -0.3677510917186737, 0.18970271944999695, 0.14782197773456573, -0.10822062194347382, -0.5082643628120422, 0.2959868311882019, -0.2368820160627365, -0.04890863224864006, -0.26592254638671875, -0.27542975544929504, -0.15232622623443604, -0.19499683380126953, -0.012157918885350227, -0.3627850115299225, 0.6951159834861755, 0.4015999138355255, 0.0272073857486248, 0.4511905610561371, 0.024623852223157883, 0.036605846136808395, -0.08969441801309586, -0.3664148449897766, 0.14253726601600647, -0.15395678579807281, -0.261156290769577, -0.15800924599170685, -0.027670130133628845, 0.13557972013950348, 0.13140654563903809, -0.34596961736679077, 0.4409523010253906, -0.02208682894706726, -0.06990759074687958, -0.07592273503541946, -0.12889079749584198, 0.03941080719232559, 0.14557433128356934, -0.149652361869812, -0.09461716562509537, -0.05446586012840271, 0.5004889369010925, 0.13661380112171173, -0.16891610622406006, 0.07524073868989944, 0.5259933471679688, -0.02752760611474514, 0.4569322168827057, -0.15730628371238708, 0.37116268277168274, -0.1735166311264038, -0.002182270400226116, 0.3199211657047272, -0.06666362285614014, -0.31634509563446045, -0.4910314977169037, 0.7946486473083496, -0.04213662073016167, -0.5166971683502197, -0.15723152458667755, -0.3163263499736786, 0.062138114124536514, 0.039178069680929184, -0.06791314482688904, -0.055753421038389206, -0.1599285751581192, 0.2506674528121948, -0.4257875680923462, -0.31507861614227295, 0.3008575439453125, -0.0016325302422046661, 0.12311877310276031, -0.16129671037197113, -0.22685179114341736, -0.21575701236724854, -0.295245498418808, -0.1135607436299324, 0.11180311441421509, -0.1597341001033783, 0.08980312943458557, 3.2278194427490234, -0.21990498900413513, 0.08299856632947922, -0.13940897583961487, -0.05990771949291229, -0.1802453249692917, -0.007059183903038502, 0.858704149723053, -0.008919663727283478, -0.05057390034198761, -0.09096229821443558, -0.07578157633543015, -0.016488343477249146, 4.167344093322754, -0.5114089250564575, 0.002352207899093628, 0.30257993936538696, 0.2482503056526184, -0.3484986126422882, 1.2173446416854858, -0.29876792430877686, -0.030730703845620155, -0.3066690266132355, -0.1579309105873108, 0.1526724249124527, 0.02243335358798504, 0.07230238616466522, -0.09236979484558105, 0.004108060151338577, -0.21039150655269623, -0.20692317187786102, -0.003488704562187195, -0.18991927802562714, -0.5063408017158508, -0.17903810739517212, 0.04553057998418808, -0.14856860041618347, -0.19638749957084656, -0.1169135719537735, -0.16083978116512299, 0.0028046853840351105, 0.004580419510602951, -0.05039086937904358, 0.0703723356127739, 0.018123716115951538, 0.3021741211414337, 0.053364310413599014, -0.22128069400787354, -0.18979087471961975, -0.030203096568584442, -0.13971935212612152, 0.15593209862709045, -0.4423023462295532, 0.03073466755449772, 0.04880065843462944, -0.03453995659947395, -0.0014342349022626877, -0.044894322752952576, -0.36775675415992737, 0.008169526234269142, -0.27211710810661316, 0.050464726984500885, -0.06404384225606918, -0.1267753541469574, -0.05740220844745636, -0.3373112082481384, -0.09052494168281555, -0.3152850568294525, -0.14394167065620422, 0.006520552560687065, -0.05334194749593735, 0.23930177092552185, -0.2407892346382141, 0.10878171026706696, 0.0863017812371254, -0.21895518898963928, -0.29177409410476685, -0.18206939101219177, -0.20217297971248627, -0.14961908757686615, 0.5199387073516846, 0.004616953432559967, 0.1156168133020401, 0.0954594761133194, 0.059251636266708374, 0.028124717995524406, -0.13160823285579681, -0.26314303278923035, -0.2757470905780792, -0.13332140445709229, -0.1099671721458435, 0.1906910240650177, -0.2389894723892212, -0.1349332183599472, -0.03322606161236763, -0.12582434713840485, -0.38082894682884216, -0.266648530960083, -0.003773421049118042, -0.03219473361968994, 0.15663401782512665, 0.03047829493880272, -0.12462113797664642, -0.02821381203830242, -0.160539448261261]\n",
"Label: 5, [0.29068610072135925, 0.12026891112327576, -0.2243867814540863, -0.05388055369257927, -0.07731958478689194, 0.26798656582832336, -0.5293969511985779, -0.3117527365684509, -0.11564253270626068, -0.13538210093975067, 0.4725593328475952, -0.06360797584056854, -0.1290535181760788, -0.4659542441368103, -0.05054613947868347, -0.1452643722295761, 0.02343108132481575, -0.3477798402309418, -0.3007715344429016, -0.138813316822052, 0.1497352421283722, 0.3930722773075104, -0.5895945429801941, -0.3437294065952301, -0.47933727502822876, -0.05703333020210266, 0.4881570041179657, 0.06311797350645065, 0.09749440848827362, 0.24268239736557007, -0.37803083658218384, -0.03282211720943451, 0.24713832139968872, 0.10267440974712372, -0.13321150839328766, -0.07411343604326248, 0.11241042613983154, -0.41071978211402893, 0.2383906990289688, -0.17978987097740173, -0.07458901405334473, 0.2176765501499176, -0.15852338075637817, 0.28625011444091797, 0.159284308552742, -0.14165401458740234, -0.2616606056690216, 0.29866230487823486, -0.100164033472538, -0.45815661549568176, -0.2877388596534729, 0.2786653935909271, 0.024586275219917297, -0.24277697503566742, -0.14774182438850403, -0.3275160491466522, -0.482160359621048, -0.18426449596881866, -0.3240651488304138, 0.6430197954177856, -0.2627394497394562, -0.3810683488845825, -0.1611136645078659, -0.04777761921286583, 0.3480522632598877, 0.09468556940555573, 0.22049656510353088, -0.5930233001708984, 0.19409441947937012, -0.2002354860305786, 0.15162146091461182, -0.13438951969146729, -0.032023217529058456, 1.0399729013442993, -0.36825549602508545, -0.20712047815322876, -0.22165048122406006, -0.39619916677474976, 0.29411083459854126, -0.29746055603027344, 0.5824663043022156, -0.11229343712329865, -0.09945070743560791, 0.3220846652984619, -0.42698195576667786, -0.42147302627563477, -0.07382786273956299, -0.21497933566570282, -0.10304548591375351, -0.2390444278717041, -0.11594779044389725, -0.045687951147556305, 0.5290817618370056, -0.07189709693193436, -0.17179301381111145, 0.4651503562927246, -0.36674171686172485, -0.16648681461811066, 0.29551562666893005, -0.01004646997898817, 0.020951732993125916, 0.017485182732343674, -0.23540982604026794, 0.4044947326183319, -0.2996675670146942, -0.39053425192832947, -0.1942814588546753, -0.1237628310918808, -0.05649702623486519, -0.06556183099746704, -0.0948520302772522, 0.0951562449336052, -0.3947699964046478, 0.06922239810228348, -0.1274140626192093, -0.22382138669490814, 0.0025843679904937744, 0.08611610531806946, -0.21942977607250214, -0.30238771438598633, -0.024432044476270676, -0.16698938608169556, 0.06884497404098511, -0.48307371139526367, -0.3814437985420227, -0.23552176356315613, 0.45171353220939636, -0.23210135102272034, 0.3423421382904053, -0.1929156631231308, -0.12188875675201416, -0.2834157645702362, -0.20747743546962738, -0.23877152800559998, -0.06689371168613434, 0.15559731423854828, -0.002259831875562668, -0.30556154251098633, -0.49975961446762085, -0.187081977725029, -0.06053350865840912, -0.21473248302936554, -0.10266327857971191, -0.2634432315826416, -0.1498280167579651, -0.08176929503679276, 0.00527070090174675, -0.10864313691854477, 0.11224813014268875, 0.32924020290374756, 0.08943825215101242, 0.0407983735203743, 0.0841231569647789, 0.02828310802578926, 0.09694287925958633, 0.08517805486917496, -0.14316733181476593, -0.0776548683643341, -0.12912678718566895, -0.013337389566004276, -0.1842256784439087, 0.22286884486675262, -0.003144174814224243, 0.15159115195274353, -0.3174057602882385, 0.09519699960947037, -0.2745353877544403, -0.036661066114902496, 0.059830039739608765, -0.1052909642457962, -0.12531106173992157, -0.27416861057281494, -0.07744051516056061, -0.04024459049105644, 0.16712304949760437, -0.11891376972198486, -0.24633529782295227, 0.21554189920425415, -0.00701711094006896, -0.15788838267326355, -0.14576274156570435, -0.04256647080183029, 0.12764789164066315, -0.07126219570636749, 0.13071824610233307, 0.15101358294487, -0.09029146283864975, 0.007191569544374943, 0.018436428159475327, 0.005890462547540665, 0.21350230276584625, 0.022593094035983086, -0.06429173052310944, -0.1594349592924118, 0.3535533845424652, 0.13395649194717407, -0.1407691240310669, -0.0458892397582531, -0.12290225178003311, 0.08060379326343536, -0.12306296825408936, -0.2604280114173889, -0.013131201267242432, 0.03777308762073517, 0.15969282388687134, -0.09240010380744934, 0.014433586038649082, 0.042517997324466705, 0.021783573552966118, 0.03987748548388481, -0.034944720566272736, -0.12110427021980286, 0.150732159614563, -0.20996667444705963, -0.1528836190700531, -0.23829378187656403, 0.09865546226501465, 0.05922877788543701, -0.2553434371948242, -0.033934950828552246, 0.1644006371498108, 0.05456409230828285, 0.09238843619823456, -0.08549011498689651, -0.27337074279785156, -0.06660400331020355, 0.0810106098651886, 0.06646358966827393, 0.06844700872898102, 0.06453879177570343, 0.0539204478263855, -0.07052294164896011, -0.1965501457452774, -0.25607389211654663, 0.020436685532331467, 0.10444534569978714, -0.03809741884469986, -0.07584983110427856, -0.23713840544223785, -0.012141600251197815, -0.1615084409713745, -0.012522337958216667, -0.2641245722770691, -0.17129197716712952, 0.01549537293612957, -0.1703774631023407, -0.14685559272766113, -0.10314816236495972, -0.09316019713878632, -0.1580137312412262, 0.1739780157804489, -0.0873965471982956, -0.02002103440463543, -0.0993751659989357, -0.10608820617198944, -0.07291801273822784, -0.041243020445108414, -0.07357385009527206, -0.02394162118434906, -0.04464046657085419, -0.09184722602367401, -0.2124464511871338, -0.007179073989391327, -0.11594449728727341, -0.20348268747329712, -0.1984112709760666, -0.07158096879720688, -0.0928436666727066, 0.11622301489114761, -0.17682817578315735, 0.11505754292011261, -0.094764344394207, -0.17305873334407806, 0.01763267070055008, 0.21908998489379883, -0.05243300646543503, 0.16486035287380219, 0.1567801982164383, 0.10695409774780273, 0.08043541014194489, -0.11761936545372009, 0.05638629198074341, -0.17148667573928833, -0.04376298934221268, -0.08899717032909393, 0.12095905840396881, 0.20662042498588562, -0.09410616755485535, -0.11890222877264023, -0.07157335430383682, -0.09991241991519928, -0.010935061611235142, -0.04211835563182831, -0.11864220350980759, 0.10756250470876694, -0.16352051496505737, 0.05974866449832916, -0.11340789496898651, -0.10281214118003845, -0.08940664678812027, 0.030968215316534042, -0.1250632107257843, 0.4550330638885498, 0.3095213770866394, -0.2108287513256073, -0.475849449634552, -0.12205111980438232, -0.2280827909708023, -0.045184724032878876, -0.06319182366132736, 0.07146750390529633, -0.01325247623026371, -0.1621890813112259, 0.034961849451065063, -0.047156400978565216, 0.04877633601427078, -0.1583489179611206, 0.057453304529190063, 0.3735125660896301, 0.2985380291938782, 0.06020214036107063, -0.23543241620063782, 0.1571677327156067, -0.13166409730911255, 0.10397355258464813, 0.09470760822296143, 0.24702586233615875, -0.25889852643013, -0.1331319957971573, -0.27657824754714966, 0.11551156640052795, 0.26328855752944946, -0.09904608875513077, -0.05306093022227287, 0.14616450667381287, 0.2346518486738205, -0.32732880115509033, 0.2682284712791443, -0.029955562204122543, 0.09021852910518646, -0.3015446960926056, 0.26258692145347595, 0.05768962204456329, -0.21856912970542908, -0.19873686134815216, 0.0827251523733139, -0.42529526352882385, -0.2089553028345108, -0.5841220021247864, 0.14483274519443512, 0.1407981663942337, 0.16288119554519653, -0.00042583607137203217, 0.247046560049057, -0.16670751571655273, -0.036853987723588943, 0.014729474671185017, 0.42234742641448975, 0.020665239542722702, 0.21961674094200134, 0.08619524538516998, 0.18315041065216064, -0.14722847938537598, 0.004484161734580994, 0.014775305986404419, -0.15587519109249115, -0.08396691828966141, -0.1540890634059906, 1.3824959993362427, -0.5185447335243225, -0.08731663227081299, 0.6772031188011169, -0.15092581510543823, -0.14412058889865875, 0.26010435819625854, -0.32707729935646057, 0.06397666037082672, 0.20621557533740997, -0.014516927301883698, -0.2399420440196991, 0.45219096541404724, 0.2015029937028885, -0.01583104394376278, -0.005955670028924942, 0.08382490277290344, -0.012727949768304825, 0.20095078647136688, 0.2962714731693268, 0.008663572371006012, 0.2177218645811081, -0.04093198478221893, -0.18117225170135498, 0.43000319600105286, 0.06322438269853592, 0.1642906367778778, 0.09508591145277023, -0.21860764920711517, -0.3431680202484131, -0.2942276895046234, 0.22369208931922913, 0.14409631490707397, -0.2063697725534439, 0.03642940893769264, 0.7527455687522888, 6.761437892913818, 2.8829329013824463, 0.09050785005092621, 0.26676031947135925, -0.15686975419521332, -0.1518346071243286, -0.3329557478427887, -0.09487217664718628, -0.13119156658649445, 0.2586422860622406, -0.03375251591205597, -0.32642972469329834, 0.09266072511672974, 0.17799611389636993, 0.05705426260828972, 0.2785983085632324, -0.22708266973495483, -0.4121169149875641, 0.1354500651359558, -0.08132074773311615, -0.30608242750167847, -0.2358255237340927, 0.0825556144118309, -0.009425774216651917, -0.3069477081298828, -0.12555275857448578, -0.1845034956932068, 0.11806458234786987, 0.09751379489898682, 0.0710381492972374, -0.10392837971448898, -0.25560981035232544, 0.1229894757270813, -0.4367981553077698, -0.05629466474056244, -0.04781452193856239, -0.11180074512958527, -0.050450026988983154, -0.09989066421985626, 0.07259777188301086, -0.4635103642940521, -0.2928365468978882, -0.0039973873645067215, -0.2029666304588318, -0.1196967288851738, 0.024493210017681122, 0.1668356955051422, 0.14820779860019684, -0.3150096535682678, 0.09301503002643585, -0.22909589111804962, 0.024603765457868576, 0.13788321614265442, -0.18951807916164398, -0.3166901469230652, 0.030530599877238274, -0.5746266841888428, 0.13685324788093567, 0.3731517791748047, -0.10691990703344345, 0.1910267025232315, -0.013643241487443447, 0.039546526968479156, -0.12885263562202454, -0.365871787071228, 0.13651250302791595, -0.010598443448543549, -0.48605406284332275, 0.06193774566054344, 0.45340025424957275, -0.04890384525060654, -0.2008758932352066, -0.3087001144886017, 0.12234912812709808, 0.2681381404399872, -0.1782437562942505, 0.05664418637752533, -0.0939415693283081, -0.15508167445659637, -0.059701841324567795, -0.25903254747390747, -0.26243913173675537, 0.02261100895702839, 0.13742798566818237, -0.04333502799272537, -0.6266762018203735, 0.18510305881500244, 0.07067325711250305, -0.17253270745277405, 0.23475375771522522, 0.2955576479434967, -0.01012350246310234, -0.1208406537771225, -0.1488441377878189, -0.420826256275177, 0.3904262185096741, 0.18971037864685059, 0.04233275353908539, 0.006900463253259659, 0.48277491331100464, -0.2677743136882782, -0.12169134616851807, -0.2587883770465851, 0.04561419412493706, -0.04942203685641289, -0.36426690220832825, -0.20034290850162506, -0.019284769892692566, 0.4626847207546234, -0.20274820923805237, 0.4811769425868988, -0.09690549224615097, 0.09808799624443054, -0.3176860511302948, -0.3113834857940674, -0.34238794445991516, 0.1328621357679367, -0.18523700535297394, 0.03292372450232506, -0.32457512617111206, 0.2036522626876831, 0.023000067099928856, -0.009719034656882286, -0.19151952862739563, -0.36214736104011536, 0.004795432090759277, 0.232033371925354, -0.02554658055305481, 0.009268678724765778, -0.2748055160045624, 0.08712334930896759, -0.11900515109300613, -0.4615803062915802, -0.02646336331963539, -0.11477843672037125, -0.0914277657866478, 0.11376792937517166, -0.32127895951271057, 0.005126389674842358, -0.2877664864063263, -0.3479681611061096, -0.3632009029388428, 0.18246634304523468, -0.32953381538391113, -0.026810569688677788, 0.07365727424621582, -0.021587712690234184, 0.17167584598064423, -0.02947411499917507, 0.02227926254272461, -0.07984376698732376, -0.15647172927856445, -0.22660253942012787, -0.0837983563542366, 0.0418134480714798, 0.5264595150947571, -0.16457302868366241, 0.4329492747783661, -0.21201473474502563, 0.32414543628692627, -0.18411292135715485, -0.3645508885383606, 0.03449438512325287, 0.15876415371894836, -0.13961991667747498, -0.1492537260055542, -0.17926882207393646, -0.28507107496261597, -0.32439708709716797, -0.03229329735040665, 0.2907280921936035, -0.0777747854590416, 0.38505247235298157, 0.169590562582016, 0.05605430528521538, 0.10799337178468704, -0.37960678339004517, -0.0780089944601059, -0.3483695685863495, 0.5520321130752563, 0.3363598585128784, 0.1730971336364746, 0.1186014711856842, 0.34420931339263916, 0.23421359062194824, 0.2171863466501236, -0.1670205295085907, 0.1259053498506546, -0.21009203791618347, 0.20640625059604645, 0.2216930091381073, -0.4719347059726715, -0.08045025169849396, -0.1536564826965332, 0.11766093224287033, 0.08602744340896606, 0.5000954866409302, -0.0935458391904831, 0.05115041881799698, -0.26608720421791077, 0.19892089068889618, -0.17345169186592102, 0.24140457808971405, -0.0010781660676002502, -0.13881845772266388, -0.0774989202618599, 0.22965112328529358, -0.4889328181743622, 0.17087534070014954, 0.12032956629991531, -0.0853443592786789, -0.06264559924602509, -0.13491494953632355, -0.1517554521560669, -0.04575666785240173, -0.10433077812194824, 0.8682083487510681, -0.170898899435997, 0.022093595936894417, 0.537003755569458, -0.12847404181957245, -0.42613527178764343, 0.21390269696712494, -0.11061622202396393, 0.5013071894645691, 0.2846510112285614, 0.2934618592262268, 0.2279437631368637, 0.005643466487526894, 0.3657428026199341, -0.4561595022678375, 0.1313839554786682, -0.07895301282405853, -0.30929094552993774, 0.2687905430793762, 0.18444280326366425, -0.16912589967250824, 0.11805865168571472, -0.15457214415073395, -0.25979921221733093, 0.14291369915008545, -0.36407577991485596, -0.09055459499359131, 0.08877819776535034, 0.20906195044517517, -0.3678339123725891, -0.23301038146018982, 0.12472457438707352, -0.3325871229171753, 0.11638712882995605, -0.05206675082445145, -0.04945731908082962, -0.03902183845639229, 1.0021077394485474, -0.19940833747386932, 0.1674973964691162, -0.062090080231428146, -0.14135409891605377, 0.1898503303527832, 0.02687946893274784, 0.1336841732263565, 0.32679635286331177, 0.13058122992515564, -0.18344023823738098, -0.23807145655155182, -0.04549555107951164, -0.0691816434264183, -0.3529616594314575, -0.22722186148166656, 0.16008174419403076, 0.4522579312324524, 0.4256645739078522, 0.1437108963727951, -0.10055400431156158, -0.0064163850620388985, -0.16026224195957184, 0.19040733575820923, 0.7946232557296753, -0.16037791967391968, 0.19025616347789764, 0.6876230835914612, -0.1910814493894577, -0.103377565741539, -0.021295180544257164, 0.5714898109436035, -0.46927446126937866, -0.42035651206970215, 0.24986940622329712, -0.2028965950012207, -0.18175044655799866, -0.2511567771434784, -0.1737697273492813, -0.12744110822677612, 0.09848063439130783, -0.29664936661720276, 0.1938292235136032, -0.022601639851927757, 0.16409024596214294, 0.1340905725955963, 0.09099052846431732, -0.08419038355350494, -0.15600107610225677, -0.1113113984465599, -0.01453896053135395, 0.5203524231910706, -0.3994942307472229, -0.26405826210975647, -0.029798900708556175, -0.11255036294460297, 0.5285302996635437, 0.04206069931387901, 0.24829965829849243, -0.5699189305305481, -0.2773081958293915, -0.07481085509061813, 0.04247818887233734, 0.03547801077365875, -0.29644668102264404, 0.15717782080173492, 0.12029511481523514, 0.012369176372885704, -0.2707779109477997, 0.25098398327827454, -0.02350527048110962, 0.19244658946990967, 0.380637526512146, -0.18627935647964478, 0.12006917595863342, 0.299190491437912, -0.06751590967178345, -0.17036724090576172, -0.23554427921772003, -0.03596054017543793, -0.44106629490852356, -0.1582268476486206, -0.046451181173324585, -0.08307600021362305, -0.12747719883918762, -0.0034568989649415016, -0.20690110325813293, 1.3522508144378662, 0.005061350762844086, -0.0024776195641607046, 0.19010421633720398, -0.16290192306041718, 0.045819588005542755, -0.2812722325325012, -0.05931493639945984, 0.10636420547962189, 0.33163005113601685, 0.16981352865695953, -0.07384803891181946, -0.02417152188718319, -0.16458076238632202, -0.06453152745962143, 0.07991069555282593, 0.16231314837932587, -0.040538087487220764, -0.3174791932106018, 0.41115617752075195, -0.1306801587343216, 0.30950137972831726, -0.32003089785575867, 0.0444338358938694, 0.24270473420619965, 0.07969790697097778, -0.12007997930049896, 0.01332828775048256, 0.029615839943289757, -0.08262469619512558, 0.5837804675102234, -0.04298897460103035, 0.0654444694519043, -0.07441423088312149, -0.14556054770946503, 0.017289521172642708, -0.14639286696910858, -0.30314403772354126, 0.4065675139427185, -0.020204124972224236, 0.16269643604755402, -0.2475704848766327, -0.007061924785375595, 0.01121077686548233, 0.40718719363212585, 0.18775714933872223, -0.23351143300533295, -0.2285793423652649, -0.24990034103393555, -0.1364566683769226, -0.10349519550800323, 0.013436391949653625, 0.1145683228969574, -0.17402726411819458, 0.19926175475120544, -0.07125221192836761, 0.03917454183101654, -0.14183104038238525, 0.17402783036231995, 0.09249726682901382, 0.1651363968849182, -0.25607630610466003, -0.03168344497680664, 0.4268617630004883, 0.0437052920460701, -0.10486747324466705, 0.24287889897823334, 0.24400289356708527, 4.333093643188477, 0.08511975407600403, 0.6731297373771667, -0.4677566885948181, -0.19280579686164856, 0.214127779006958, 0.27121445536613464, -0.084142304956913, -0.4493483603000641, 0.18055269122123718, -0.17046959698200226, -0.1044410765171051, -0.28049859404563904, -0.2423831969499588, -0.23376180231571198, -0.08521672338247299, -0.08148743957281113, -0.39805200695991516, 0.33218181133270264, 0.21093076467514038, -0.2551288306713104, 0.16257326304912567, 0.1837552785873413, 0.8213209509849548, 0.07467296719551086, -0.2851940393447876, 0.2192448377609253, -0.30125221610069275, 0.03125503659248352, -0.13886132836341858, -0.2598781883716583, -0.14559201896190643, 0.26353561878204346, -0.4058816134929657, 0.4734457731246948, -0.4136318564414978, 0.029790649190545082, -0.08593974262475967, -0.2700512111186981, 0.3052700161933899, 0.2260756641626358, -0.1421053111553192, -0.06640331447124481, 0.1665133833885193, 0.3623955249786377, -0.01570165902376175, -0.19517889618873596, 0.32705754041671753, 0.18977247178554535, 0.1264636516571045, 0.020116157829761505, -0.16930967569351196, -0.28034353256225586, -0.19315943121910095, 0.07554981857538223, 0.25916290283203125, 0.0006058290600776672, -0.05987028777599335, -0.45134833455085754, 0.6005603075027466, -0.23171673715114594, -0.5346881747245789, -0.13652677834033966, -0.030026812106370926, 0.18579430878162384, -0.09386187791824341, 0.05401085689663887, -0.11737103760242462, -0.3669888973236084, 0.44117480516433716, -0.34191375970840454, -0.2950618863105774, 0.10076312720775604, 0.06955312192440033, 0.18772532045841217, -0.17508713901042938, -0.13436421751976013, -0.05560101568698883, -0.4650557339191437, -0.19264687597751617, 0.6355108618736267, -0.3485579192638397, 0.25519976019859314, 2.058049440383911, 0.009412265382707119, 0.14303863048553467, -0.06680244207382202, -0.07112850993871689, -0.15026292204856873, -0.07312116026878357, 0.8487580418586731, 0.03489362820982933, 0.09424053132534027, -0.06260433793067932, 0.04319251328706741, -0.05768270045518875, 3.590930461883545, -0.445530503988266, 0.08947987109422684, 0.3041050434112549, 0.25325146317481995, 0.07420340180397034, 0.45539233088493347, -0.13172972202301025, 0.047953829169273376, -0.18003647029399872, 0.04952221363782883, 0.13963846862316132, 0.05365808680653572, 0.21300671994686127, -0.2647891044616699, -0.009880390018224716, -0.09885882586240768, -0.038151875138282776, 0.007448472082614899, -0.21976624429225922, -0.23645006120204926, -0.32028868794441223, 0.0868493914604187, -0.054277561604976654, -0.15206807851791382, -0.12037143111228943, -0.15674534440040588, -0.018494192510843277, 0.06627851724624634, -0.07916560024023056, 0.27117279171943665, 0.07018240541219711, 0.23284722864627838, -0.06143537536263466, -0.1511344611644745, -0.10856202244758606, 0.02520952932536602, 0.038610152900218964, 0.2724095582962036, -0.20094266533851624, 0.15098290145397186, 0.017067113891243935, 0.11485226452350616, 0.09100836515426636, 0.03417297080159187, -0.19451893866062164, 0.03345527499914169, -0.23606891930103302, 0.2603628933429718, -0.12137768417596817, 0.03804280608892441, -0.040389738976955414, -0.18403005599975586, -0.09146571159362793, -0.18791984021663666, -0.11566916108131409, 0.0709354355931282, -0.13202516734600067, 0.0268055759370327, -0.1717735081911087, 0.0270345788449049, 0.15416879951953888, -0.15161551535129547, -0.19299793243408203, -0.30446797609329224, -0.06494196504354477, -0.10722967982292175, 0.23026452958583832, -0.12459651380777359, 0.1382060945034027, 0.06325288116931915, 0.0068197716027498245, -0.008488573133945465, -0.1712968647480011, -0.051119364798069, -0.25879916548728943, -0.05010387301445007, 0.05658603832125664, 0.3073025345802307, -0.12479093670845032, 0.12097328156232834, 0.023364003747701645, -0.027160782366991043, -0.3511756956577301, -0.15734928846359253, 0.08991716802120209, 0.021942853927612305, 0.20916111767292023, 0.003505484666675329, 0.05413559079170227, 0.051231738179922104, -0.12084595859050751]\n",
"Label: 5, [0.3076171278953552, 0.10009537637233734, -0.17065666615962982, 0.12707418203353882, -0.03893262520432472, 0.5169637799263, -0.6720191240310669, -0.3940022885799408, -0.0918426364660263, -0.3224962055683136, 0.4829195737838745, 0.11042684316635132, 0.042865630239248276, -0.4712730944156647, -0.16156801581382751, -0.17464038729667664, 0.16940461099147797, -0.3754007816314697, -0.47067371010780334, -0.16593769192695618, 0.13830789923667908, 0.8499596118927002, -0.5536781549453735, -0.32273536920547485, -0.3299080729484558, -0.12343540042638779, 0.5602496862411499, -0.10745309293270111, 0.07715189456939697, 0.3483262360095978, -0.2762526273727417, -0.08954490721225739, 0.305001437664032, -0.029899340122938156, -0.25991010665893555, -0.19759532809257507, 0.061649516224861145, -0.4036348760128021, 0.30458754301071167, 0.39257997274398804, -0.2853424847126007, 0.21206530928611755, -0.03645932301878929, 0.35561463236808777, 0.21284767985343933, -0.07549751549959183, -0.09678977727890015, 0.31734517216682434, -0.059201836585998535, -0.5049956440925598, -0.22588993608951569, 0.3670705258846283, 0.07903480529785156, -0.1679498255252838, -0.25760072469711304, -0.2998030185699463, -0.44874507188796997, -0.18140798807144165, -0.2168733924627304, 0.36689096689224243, -0.22150088846683502, -0.3945827782154083, -0.2474314272403717, -0.16465291380882263, 0.4410537779331207, 0.08305297791957855, 0.184543639421463, -0.5435435771942139, 0.3225114047527313, -0.04827988147735596, 0.03112354874610901, -0.06162122264504433, -0.18319518864154816, 1.1585246324539185, -0.3065917193889618, -0.11834713816642761, -0.17746621370315552, -0.3759685754776001, 0.3197801113128662, -0.35486388206481934, 0.6212643384933472, -0.16208364069461823, 0.003025086596608162, 0.20038248598575592, -0.5385814309120178, -0.4816734194755554, -0.08782489597797394, -0.31274327635765076, -0.08049041777849197, -0.23473821580410004, -0.21540924906730652, 0.039790455251932144, 0.9895933866500854, -0.1334872543811798, -0.15958622097969055, 0.32044869661331177, -0.3584052622318268, -0.3639834225177765, 0.33558809757232666, 0.0821252316236496, -0.12399056553840637, 0.07478474080562592, -0.2120213508605957, 0.5717853903770447, -0.10895313322544098, 0.07127739489078522, 0.11922009289264679, -0.09803049266338348, 0.08287066221237183, -0.08843718469142914, -0.08726434409618378, 0.0398000068962574, -0.49303749203681946, -0.05129829794168472, -0.20354819297790527, -0.26048019528388977, -0.027609936892986298, -0.00964462012052536, -0.2648797929286957, -0.1532192975282669, -0.14865845441818237, -0.13962554931640625, 0.03084249421954155, -0.4513356685638428, -0.2650028169155121, -0.1939620077610016, 0.47119632363319397, -0.06541638821363449, 0.5748345851898193, -0.17613187432289124, -0.2029038667678833, -0.2552158236503601, -0.2288740575313568, -0.21812883019447327, -0.1695246696472168, 0.12402088195085526, -0.00019885040819644928, -0.3191976845264435, -0.45297783613204956, -0.30745890736579895, -0.28768667578697205, -0.28770312666893005, -0.02328554168343544, -0.5150655508041382, -0.022465281188488007, -0.21139347553253174, 0.18174658715724945, -0.10921093076467514, 0.09652148187160492, 0.2724401354789734, 0.25702476501464844, 0.40030166506767273, -0.1605192869901657, -0.24470996856689453, 0.23357464373111725, 0.29173269867897034, -0.08254508674144745, -0.09892924129962921, -0.12801231443881989, -0.0507332906126976, -0.10680776834487915, 0.29231637716293335, -0.07060671597719193, 0.162613183259964, -0.33437320590019226, 0.03234107792377472, -0.3686581552028656, -0.10783487558364868, 0.006759371608495712, -0.05650636926293373, 0.18310126662254333, -0.226882204413414, 0.08401428163051605, -0.03469700366258621, 0.3769344687461853, 0.25336164236068726, -0.3792140781879425, 0.6987384557723999, 0.08303631842136383, -0.07587986439466476, -0.16414722800254822, 0.206143319606781, 0.9526686668395996, -0.10787595063447952, 0.5235931277275085, 0.42370808124542236, 0.19921281933784485, 0.21130093932151794, 0.2528667449951172, 0.022193824872374535, 0.3484032452106476, 0.03617927432060242, 0.48863640427589417, 0.15924884378910065, 0.6790649890899658, -0.09951694309711456, 0.07664397358894348, -0.11720502376556396, 0.11347422003746033, 0.13651932775974274, -0.13845835626125336, -0.19374984502792358, 0.1574394404888153, 0.17545752227306366, 0.19364354014396667, 0.09808361530303955, 0.21505743265151978, 0.19881390035152435, -0.011570323258638382, 0.14223811030387878, -0.15006133913993835, 0.05868053436279297, 0.23799675703048706, 0.027182644233107567, -0.049465544521808624, -0.30122143030166626, 0.24380236864089966, 0.17983199656009674, -0.031165502965450287, 0.15198594331741333, 0.4540325403213501, 0.07194286584854126, -0.023583728820085526, -0.18554195761680603, -0.2699097692966461, 0.31055188179016113, 0.25516054034233093, 0.10064172744750977, 0.1846381574869156, -0.1355777382850647, 0.08883725106716156, 0.06107867509126663, -0.2882211208343506, -0.2105996161699295, 0.011614285409450531, 0.36631152033805847, -0.015077582560479641, -0.1242542415857315, -0.3824194669723511, -0.10305574536323547, -0.20309117436408997, 0.0915960818529129, -0.1728755384683609, 0.004319408908486366, 0.026856999844312668, -0.1642192006111145, -0.14403997361660004, -0.10073255002498627, 0.01439705304801464, -0.31313812732696533, 0.18955427408218384, -0.12385719269514084, 0.18302467465400696, 0.10017163306474686, 0.062138598412275314, 0.08191347122192383, -0.04896320030093193, -0.07768334448337555, -0.01726701855659485, -0.10906043648719788, 0.13685211539268494, 0.028936412185430527, 0.24938489496707916, -0.2045697420835495, -0.2664854824542999, -0.1554843932390213, 0.0077572595328092575, 0.18053758144378662, 0.5246691703796387, 0.09321185946464539, 0.1775195449590683, -0.07635980099439621, -0.09159794449806213, 0.19926570355892181, 0.2391241192817688, 0.018180040642619133, 0.20590952038764954, 0.15207360684871674, -0.060524601489305496, 0.2610085606575012, 0.08923126757144928, 0.21072903275489807, -0.0688079446554184, 0.16072362661361694, 0.13690990209579468, 0.19872945547103882, 0.49599793553352356, 0.09303022921085358, -0.14183397591114044, 0.003096013329923153, -0.043861351907253265, 0.26936742663383484, 0.18015223741531372, -0.06637340039014816, 0.2990212142467499, -0.15878301858901978, 0.17059266567230225, -0.2843277156352997, -0.03667920082807541, 0.21101997792720795, 0.013724975287914276, -0.13414719700813293, 0.3184567093849182, 0.3571866452693939, -0.14808401465415955, -0.3828250467777252, -0.24176084995269775, 0.06893649697303772, -0.1168886199593544, -0.0429961234331131, 0.18655169010162354, 0.23388254642486572, -0.17008435726165771, 0.15701007843017578, 0.10971448570489883, 0.1920364797115326, 0.008643660694360733, -0.01464528776705265, 0.32831165194511414, 0.12981285154819489, 0.1324782520532608, -0.32642340660095215, 0.1510261595249176, -0.07013382017612457, -0.12647652626037598, -0.03905055299401283, 0.14597001671791077, -0.27632811665534973, -0.26850616931915283, -0.29118284583091736, 0.016973568126559258, 0.1398891657590866, 0.019757363945245743, 0.24619995057582855, 0.23272088170051575, 0.709857702255249, -0.03772556036710739, 0.5286305546760559, 0.19306081533432007, 0.031390026211738586, -0.44988739490509033, 0.422463059425354, 0.020557992160320282, -0.10248997807502747, -0.22755970060825348, 0.02533850446343422, -0.30022528767585754, -0.2527817487716675, -0.34412020444869995, 0.21789979934692383, 0.3146267533302307, 0.091659776866436, -0.1364865005016327, 0.15973792970180511, 0.08976322412490845, 0.1975497007369995, 0.5960974097251892, 0.6241318583488464, 0.38780906796455383, 0.388702392578125, 0.16989250481128693, 0.10853869467973709, -0.01184837706387043, -0.013901053927838802, 0.7765666842460632, 0.12050910294055939, -0.009006177075207233, 0.32500433921813965, 1.6285512447357178, -0.24571460485458374, 0.15781617164611816, 1.0140966176986694, 0.2286708503961563, 0.2846265137195587, 0.7561317086219788, -0.057233214378356934, 0.32449427247047424, 0.5143235921859741, 0.22814229130744934, 0.1513863205909729, 0.8254789113998413, 0.6229085326194763, 0.3222719132900238, 0.142127126455307, 0.29102200269699097, -0.18576869368553162, 0.25004279613494873, 0.43772512674331665, 0.06225428730249405, 0.30564209818840027, -0.06973423808813095, -0.17859968543052673, 0.2817096710205078, 0.3974795937538147, 0.05930247902870178, 0.1611335277557373, -0.23716850578784943, -0.29319363832473755, -0.2317785918712616, 0.01724311150610447, 0.22723150253295898, -0.1769237518310547, -0.12601278722286224, 0.7024160623550415, 7.3073554039001465, 1.3200510740280151, 0.08534123748540878, 0.8110256791114807, -0.2859845757484436, -0.09069245308637619, -0.39912667870521545, -0.05872776359319687, -0.1704626977443695, 0.07953457534313202, -0.20130649209022522, -0.14105115830898285, 0.34622523188591003, 0.2545563578605652, -0.06724198162555695, 0.04308144003152847, -0.16658684611320496, -0.42956122756004333, 0.15098056197166443, 0.2078685313463211, -0.4810859262943268, -0.396747350692749, -0.11038646847009659, -0.03214888647198677, -0.7341021299362183, -0.00828954391181469, -0.09896402060985565, 0.058848172426223755, 0.0685996413230896, -0.053237833082675934, -0.031172452494502068, -0.30439114570617676, 0.32093799114227295, -0.17211505770683289, 0.16402123868465424, -0.25457367300987244, 0.10198093950748444, -0.10439825057983398, -0.19206228852272034, 0.02348184585571289, -0.08150738477706909, -0.14914998412132263, -0.2636665105819702, -0.34389033913612366, 0.04821944236755371, 0.08337929844856262, 0.08611029386520386, 0.29520803689956665, -0.3601219654083252, -0.20362776517868042, -0.2073201984167099, -0.1015782281756401, 0.23577463626861572, -0.3135896623134613, -0.4603768587112427, -0.08238382637500763, -0.727927029132843, -0.025795647874474525, 0.3716001510620117, -0.13223160803318024, 0.05753236263990402, -0.05272034555673599, 0.25250670313835144, -0.144532710313797, -0.5668832659721375, 0.09690539538860321, 0.005455842241644859, -0.4886944591999054, -0.002304700668901205, 0.3237166404724121, 0.4180966019630432, -0.14206179976463318, -0.27694886922836304, -0.19056299328804016, 0.12001527845859528, -0.43160247802734375, -0.15556548535823822, -0.1388596147298813, -0.3404141366481781, -0.1878238320350647, -0.15504810214042664, -0.2040627896785736, -0.13717308640480042, 0.00883446168154478, -0.024990880861878395, -0.5835041999816895, 0.07688560336828232, -0.09675177931785583, 0.02148621343076229, 0.05178520083427429, 0.14936327934265137, -0.1691487431526184, -0.1388455331325531, -0.23676320910453796, -0.43036359548568726, -0.3105481266975403, -0.2057943344116211, 0.11047035455703735, -0.1310439556837082, 0.09646016359329224, -0.15800026059150696, -0.24484017491340637, -0.18627969920635223, 0.010522637516260147, -0.03436410427093506, -0.5031428337097168, 0.008521744050085545, 0.21814441680908203, 0.33830004930496216, -0.15445514023303986, 0.3892386257648468, -0.14399489760398865, 0.23670168220996857, 0.11137259006500244, -0.48509302735328674, -0.40990185737609863, 0.09716538339853287, -0.37905776500701904, 0.1272442489862442, -0.03678365424275398, 0.1730687916278839, 0.10848622024059296, 0.17736147344112396, -0.34829652309417725, -0.4912928640842438, -0.017815690487623215, 0.2020913064479828, -0.04375896230340004, -0.09288325905799866, -0.3111046254634857, -0.06562843173742294, 0.30499696731567383, -0.5274247527122498, -0.07197060436010361, -0.1193956732749939, -0.33307501673698425, 0.31829267740249634, -0.39331501722335815, 0.07084657996892929, -0.3511447012424469, -0.39397314190864563, -0.49837398529052734, 0.010141083970665932, -0.3537164032459259, -0.2074735164642334, -0.057371608912944794, -0.04259661212563515, -0.22725294530391693, -0.20332133769989014, -0.039917707443237305, -0.000964045524597168, -0.25185662508010864, -0.22248709201812744, 0.04397677630186081, -0.07021311670541763, 0.713916540145874, -0.46258172392845154, 0.6540806293487549, -0.42993253469467163, -0.09767299890518188, -0.18092244863510132, -0.5618934631347656, -0.09771373867988586, -0.0622086226940155, -0.07346610724925995, -0.08597695827484131, -0.31127381324768066, -0.4566405117511749, -0.41421183943748474, -0.18923664093017578, 0.10194563120603561, -0.35883474349975586, 0.31503331661224365, 0.30563879013061523, -0.062462132424116135, 0.10748817026615143, -0.3624868392944336, -0.31648263335227966, -0.39004480838775635, 1.3115050792694092, 0.21495240926742554, -0.0042746830731630325, -0.0018199775367975235, 0.2096187323331833, 0.13998043537139893, -0.01142885535955429, -0.2521039545536041, 0.07771974056959152, -0.21852539479732513, 0.0952589213848114, 0.0886196568608284, -0.10204651951789856, -0.2526313066482544, -0.05177296698093414, -0.10828360915184021, -0.04011615365743637, 0.5264836549758911, -0.10326889902353287, 0.12743651866912842, -0.3435247242450714, 0.15812882781028748, -0.21683435142040253, -0.24070169031620026, -0.11600735783576965, -0.3536423146724701, -0.17448154091835022, 0.041013143956661224, -0.5880150198936462, 0.8264955878257751, 0.28752732276916504, -0.0988297089934349, 0.0023072483018040657, 0.0007344745099544525, -0.3940422534942627, -0.36482739448547363, -0.05800246447324753, -0.17549577355384827, -0.13695086538791656, -0.05951564013957977, 0.18596403300762177, -0.3954009711742401, -0.23256200551986694, 0.18858611583709717, 0.0894262045621872, 0.41198650002479553, 0.2398107647895813, -0.21482664346694946, 0.1904064565896988, -0.27848270535469055, 0.5815951228141785, -0.23668068647384644, 0.04091517627239227, -0.25974443554878235, -0.23682385683059692, 0.16154758632183075, 0.057175252586603165, -0.26683759689331055, 0.01249401830136776, -0.10038504004478455, -0.28178760409355164, 0.02787824161350727, -0.2922849953174591, -0.2370826005935669, -0.05179690942168236, 0.12692303955554962, -0.4725380539894104, 0.07761235535144806, -0.12485300004482269, -0.5308321118354797, 0.16227777302265167, -0.3218081295490265, -0.1563156247138977, -0.11848514527082443, 0.7922558188438416, -0.1321801096200943, 0.044210996478796005, 0.14679019153118134, -0.22140070796012878, -0.22304685413837433, 0.05333957076072693, -0.008968141861259937, 0.46961918473243713, -0.04429160803556442, -0.018289383500814438, -0.11616259813308716, -0.09684718400239944, -0.007765784859657288, -0.15611632168293, -0.4746114909648895, -0.09468675404787064, 0.4717406630516052, 0.2280007302761078, 0.6724115610122681, -0.017977654933929443, -0.08439943194389343, -0.13309648633003235, 0.1294046938419342, 0.01911984756588936, -0.3864569664001465, -0.1364336609840393, 0.5441208481788635, -0.21000270545482635, -0.14500702917575836, 0.024956680834293365, 0.9240103960037231, -0.3400404155254364, -0.33449286222457886, 0.20682097971439362, -0.25757721066474915, -0.17912498116493225, -0.24701027572155, 0.013177987188100815, -0.11125289648771286, 0.057801254093647, -0.3168320059776306, -0.03511554002761841, -0.05505957454442978, 0.5563163757324219, 0.09214702248573303, 0.2695736587047577, -0.5078004002571106, -0.3442803621292114, -0.35173484683036804, -0.22313880920410156, 0.5205567479133606, -0.2667114734649658, -0.3442118167877197, -0.23921629786491394, -0.2008468359708786, 0.11264636367559433, 0.019859660416841507, -0.06146320700645447, -0.7067915201187134, -0.4968215823173523, -0.06703542917966843, -0.10907900333404541, 0.13571195304393768, -0.40675270557403564, -0.006849746685475111, 0.03074537217617035, 0.2666810154914856, 0.047837913036346436, 0.5730969309806824, -0.028836095705628395, 0.047155387699604034, 0.3447588384151459, 0.12484491616487503, 0.022911950945854187, 0.10204412043094635, 0.3537360429763794, -0.021212337538599968, -0.17086395621299744, -0.07154358923435211, -0.3766133487224579, -0.04128878191113472, -0.17058250308036804, -0.3666324317455292, -0.10653828084468842, -0.10441139340400696, 0.044754572212696075, 1.0352169275283813, -0.08347759395837784, -0.10182218998670578, 0.2172113060951233, 0.10191038250923157, -0.04802021384239197, -0.413140207529068, -0.1517459601163864, -0.047058094292879105, 0.4941863417625427, -0.10409970581531525, -0.29239609837532043, -0.08102281391620636, -0.23931583762168884, 0.6847718954086304, -0.19349966943264008, -0.07731786370277405, -0.18767668306827545, -0.6376506686210632, 0.39659062027931213, -0.21802100539207458, 0.6970362067222595, -0.243545264005661, -0.1271250694990158, 0.023959342390298843, -0.1704428642988205, -0.2861664295196533, -0.2930503785610199, 0.06367770582437515, -0.241257905960083, 0.11056701838970184, 0.07499556243419647, 0.02886640653014183, 0.04522661864757538, -0.23510149121284485, -0.12358344346284866, 0.0631149485707283, -0.25719451904296875, 0.19122646749019623, -0.08106780797243118, -0.22174876928329468, -0.38791364431381226, 0.20586147904396057, -0.1386624574661255, -0.2119273841381073, 0.10484832525253296, -0.22281716763973236, -0.2754287123680115, -0.19343337416648865, -0.09500045329332352, -0.002692628651857376, -0.01925644837319851, 0.18750470876693726, -0.24898821115493774, 0.05788499116897583, -0.3590039610862732, 0.02538134902715683, -0.3581908941268921, -0.2032282054424286, 0.2289954423904419, 0.356388121843338, -0.15905863046646118, -0.013162749819457531, 0.5854204297065735, 0.04193684458732605, -0.27709057927131653, -0.007448849268257618, 0.3150535821914673, 4.222131729125977, 0.15537406504154205, 0.4552817940711975, -0.42468711733818054, -0.08523014932870865, -0.1844157874584198, 0.23109716176986694, -0.17378218472003937, -0.41868630051612854, 0.20816904306411743, -0.37495750188827515, 0.04387914389371872, -0.3727780878543854, -0.25215309858322144, -0.3288966119289398, -0.21488896012306213, 0.08914672583341599, -0.4813390076160431, 0.6052334904670715, 0.3388318717479706, -0.3176679313182831, 0.7036384344100952, -0.056328676640987396, -0.22719928622245789, -0.12706296145915985, -0.3474445343017578, -0.07025431096553802, -0.21261835098266602, 0.09630957245826721, -0.2610301971435547, -0.3011734187602997, 0.09344476461410522, 0.03112124651670456, -0.0848846435546875, 0.01274668239057064, -0.5364174842834473, -0.22828269004821777, -0.1651771366596222, -0.05607929825782776, 0.10791754722595215, 0.1996568888425827, -0.1406794786453247, -0.16398879885673523, -0.1551150530576706, 0.811437726020813, 0.1286359578371048, -0.3520369529724121, -0.015775088220834732, 0.07061273604631424, -0.022670689970254898, 0.07798213511705399, -0.15691468119621277, -0.024689853191375732, -0.27310824394226074, 0.1681527942419052, 0.47179320454597473, -0.10344763845205307, -0.35252073407173157, -0.2679479718208313, 0.31528791785240173, -0.04971637204289436, -0.5915966629981995, -0.298856645822525, -0.05019603297114372, 0.09882844984531403, -0.22359924018383026, -0.011346481740474701, -0.25105783343315125, -0.22295008599758148, 0.4550371766090393, -0.49810513854026794, -0.5295724868774414, 0.21825477480888367, -0.09274350106716156, -0.10364771634340286, -0.003917117603123188, -0.21201875805854797, -0.08325912803411484, -0.4482575058937073, -0.3852812349796295, -0.07940700650215149, -0.22922034561634064, -0.004743458703160286, 2.797847032546997, -0.09579990804195404, -0.10019191354513168, -0.25333577394485474, -0.004038326442241669, -0.2631984055042267, 0.019824180752038956, 0.13547489047050476, -0.042119886726140976, 0.011436350643634796, -0.28374558687210083, -0.05630224943161011, -0.20763704180717468, 4.123574256896973, -0.36293643712997437, -0.025725483894348145, 0.4793468415737152, 0.21612289547920227, 0.10585854947566986, 0.20426243543624878, -0.1873348206281662, -0.22395825386047363, -0.32506561279296875, -0.018805842846632004, 0.24434803426265717, 0.09234405308961868, 0.23294241726398468, -0.18196174502372742, -0.0009420905262231827, -0.08709894865751266, 0.04342037811875343, -0.19967365264892578, -0.23584705591201782, -0.35685738921165466, -0.25235360860824585, -0.05556441843509674, -0.10965058952569962, -0.22720524668693542, -0.1642855405807495, -0.09028271585702896, -0.12939149141311646, 0.010424826294183731, -0.0858113244175911, 0.305059552192688, -0.03922537341713905, 0.16134366393089294, -0.17418114840984344, -0.11488112807273865, -0.03857620060443878, -0.08008819073438644, 0.05804655700922012, 0.19098994135856628, -0.15288430452346802, -0.01322261057794094, 0.08650975674390793, 0.000914059579372406, 0.09216588735580444, -0.04227885231375694, -0.3611495792865753, 0.08756640553474426, -0.2934698164463043, 0.1366995871067047, -0.15414561331272125, 0.3426629900932312, -0.037941984832286835, -0.14480018615722656, 0.06349553912878036, -0.32752901315689087, -0.11064119637012482, 0.03268607333302498, -0.13155731558799744, 0.041156284511089325, -0.24730104207992554, -0.031179023906588554, -0.014171846210956573, -0.17292699217796326, -0.14985571801662445, -0.23253490030765533, -0.09620850533246994, -0.09445315599441528, 0.5256449580192566, 0.03513389825820923, 0.23711353540420532, 0.008868733420968056, 0.06755006313323975, 0.06640970706939697, -0.3901909291744232, -0.21653692424297333, -0.12478452175855637, -0.20453795790672302, -0.051259174942970276, 0.22735027968883514, 0.032565467059612274, 0.04707043617963791, 0.04346349090337753, 0.02123440057039261, -0.3478425145149231, -0.24407562613487244, 0.042376063764095306, 0.21568043529987335, 0.05502285808324814, -0.03599238395690918, 0.06246928870677948, 0.06029346212744713, -0.2316296249628067]\n",
"Label: 5, [0.47428393363952637, 0.058121539652347565, -0.27589866518974304, -0.17758560180664062, 0.17378124594688416, 0.33299440145492554, -0.6430903077125549, -0.4640145003795624, -0.2316560596227646, -0.3592642545700073, 0.48043063282966614, -0.24194802343845367, -0.309098482131958, -0.38055747747421265, -0.27204641699790955, -0.20041950047016144, -0.050192590802907944, -0.4694162905216217, -0.5790212750434875, -0.4477085471153259, -0.14572063088417053, 0.3965591490268707, -0.5549240112304688, -0.5843782424926758, -0.5814346075057983, -0.05396638438105583, 0.5281383991241455, -0.13026608526706696, -0.012404296547174454, 0.04887109622359276, -0.4131395220756531, -0.12180156260728836, 0.09181657433509827, -0.15386876463890076, -0.5074412226676941, -0.15908846259117126, 0.00047748349606990814, -0.44659191370010376, 0.3537774980068207, -0.3113580346107483, -0.24895313382148743, 0.1480211466550827, -0.17181935906410217, 0.21885628998279572, -0.1760232001543045, -0.21259745955467224, -0.364053875207901, 0.15432336926460266, -0.3439364731311798, -0.42817357182502747, -0.6831578016281128, 0.11425421386957169, 0.16053730249404907, -0.24316386878490448, -0.10341176390647888, -0.46850210428237915, -0.45577409863471985, -0.29923689365386963, -0.3072860538959503, 0.5044263601303101, -0.28665462136268616, -0.34293851256370544, -0.3341699242591858, 0.035657547414302826, 0.43035343289375305, 0.04741322994232178, 0.26897403597831726, -0.5998243689537048, 0.2216269075870514, -0.19554825127124786, 0.052515458315610886, -0.19839486479759216, -0.23529987037181854, 1.0932424068450928, -0.30887722969055176, -0.1166793704032898, -0.2988617420196533, -0.3708645701408386, 0.3706662356853485, -0.205589160323143, 0.6134759783744812, -0.43938255310058594, -0.24631357192993164, 0.288672536611557, -0.4807945191860199, -0.658125638961792, 0.08428993076086044, -0.07277172803878784, 0.02674463577568531, -0.2795083522796631, -0.2073948085308075, -0.12452548742294312, -0.021824438124895096, -0.3496414124965668, -0.27457985281944275, 0.444624662399292, -0.21632637083530426, -0.5237036943435669, 0.48461979627609253, 0.01636398769915104, 0.12077689170837402, 0.42425596714019775, -0.33947551250457764, 0.5592213869094849, -0.15861773490905762, -0.4940676689147949, -0.05527053400874138, 0.02555941976606846, -0.23945832252502441, -0.11032243072986603, -0.13346116244792938, 0.36189064383506775, -0.46615272760391235, 0.20475150644779205, -0.2611486315727234, -0.27207109332084656, -0.12972046434879303, 0.04147505760192871, -0.4297727346420288, -0.13549597561359406, -0.1797526478767395, -0.1931791752576828, -0.1376410722732544, -0.5079762935638428, -0.4660220146179199, -0.37120944261550903, 0.39944836497306824, 0.0205583106726408, 1.1389260292053223, -0.35149073600769043, -0.26626884937286377, -0.6900200247764587, -0.11850687861442566, -0.4052784740924835, 0.06005462259054184, 0.11492527276277542, 0.03086472861468792, -0.43271583318710327, -0.7685353755950928, -0.36332428455352783, -0.5295667052268982, 0.15110830962657928, -0.22763261198997498, 0.1097702607512474, -0.2558300495147705, -0.13301987946033478, -0.14756913483142853, -0.1980435848236084, -0.1283368319272995, 0.39904338121414185, 0.026148712262511253, 0.04345297813415527, 0.19991156458854675, -0.08814418315887451, -0.15853212773799896, -0.08788852393627167, -0.20725055038928986, 0.00385308638215065, -0.3026370108127594, 0.28047728538513184, -0.2108197808265686, 0.11855572462081909, -0.058098070323467255, -0.01871403679251671, -0.429596483707428, 0.26336273550987244, -0.2556908130645752, 0.25276684761047363, -0.2877357006072998, 0.007499339058995247, 0.2021643966436386, -0.23257674276828766, 0.052304960787296295, 0.26917099952697754, 0.14813381433486938, 0.19473551213741302, -0.018454093486070633, 0.43117207288742065, -0.09992225468158722, 0.12880118191242218, 0.0024568699300289154, 0.2644425630569458, -0.017925245687365532, 0.26202818751335144, -0.14140188694000244, 0.1720799207687378, -0.2197377234697342, -0.17050892114639282, 0.25224024057388306, -0.11489668488502502, 0.627263605594635, -0.03548668324947357, -0.03343941643834114, 0.1299835741519928, 0.53463214635849, -0.02833056077361107, -0.2981809675693512, -0.04665917530655861, 0.2993600368499756, 0.01699754409492016, -0.11445732414722443, -0.05658985301852226, -0.1583293378353119, -0.19572265446186066, -0.0442470982670784, -0.038347769528627396, 0.4111922085285187, 0.021695462986826897, -0.06361950933933258, -0.16589103639125824, 0.18304267525672913, 0.058643944561481476, 0.2740064859390259, -0.1909460574388504, 0.10205890238285065, -0.06916534900665283, 0.20353102684020996, 0.10428806394338608, -0.047591596841812134, -0.042810194194316864, 0.39894184470176697, 0.04777015373110771, 0.2768585681915283, 0.03169800341129303, -0.055289167910814285, 0.3108871877193451, 0.21382898092269897, 0.1863168627023697, 0.4816751182079315, 0.3130665123462677, -0.25091424584388733, 0.33910900354385376, 0.0997658222913742, 0.40167954564094543, 0.15243762731552124, 0.32807251811027527, 0.22172808647155762, -0.15949277579784393, -0.3865673542022705, 0.021527811884880066, 0.10999651253223419, 0.21312983334064484, -0.32656776905059814, -0.08480002731084824, 0.1433294117450714, -0.2784578204154968, 0.41527074575424194, -0.19699934124946594, -0.11587248742580414, -0.08263326436281204, 0.15660665929317474, -0.12207327038049698, -0.013997679576277733, 0.2665252685546875, 0.03682325780391693, -0.1445396989583969, -0.002769865095615387, 0.19980132579803467, -0.12618230283260345, -0.11444751918315887, -0.04311566427350044, 0.14818289875984192, -0.09053085744380951, -0.2758113443851471, -0.0545271597802639, -0.14371639490127563, -0.3605317771434784, -0.11190684139728546, 0.23236390948295593, -0.018748942762613297, 0.04583984613418579, -0.2713889181613922, -0.2787310481071472, -0.12008818984031677, 0.1711689680814743, -0.2564520835876465, 0.08650529384613037, 0.29162538051605225, 0.028795212507247925, -0.029555346816778183, -0.110457643866539, 0.027875330299139023, -0.36557403206825256, -0.1253947615623474, -0.16214649379253387, -0.0879686176776886, 0.14534953236579895, -0.1270899623632431, -0.10267861932516098, -0.030897080898284912, -0.10432002693414688, -0.11760967969894409, 0.13598281145095825, 0.010839205235242844, 0.4528466463088989, -0.020069342106580734, -0.0280392337590456, -0.09016983211040497, 0.018688172101974487, -0.07718789577484131, -0.14306941628456116, -0.16706109046936035, 0.39362531900405884, 0.2473364770412445, -0.3240235149860382, -0.6503962874412537, -0.19035319983959198, -0.19815397262573242, -0.19526122510433197, -0.2883185148239136, -0.010096022859215736, -0.08420209586620331, -0.22331863641738892, -0.08279469609260559, -0.148860365152359, 0.013315262272953987, -0.09974626451730728, -0.20627322793006897, 0.36179256439208984, 0.2298632562160492, 0.016759831458330154, -0.24543814361095428, -0.07728683948516846, -0.11445045471191406, -0.11690538376569748, -0.04396527633070946, 0.1535290628671646, -0.29823607206344604, -0.2656414806842804, -0.3701869249343872, 0.1164412647485733, 0.3421163558959961, -0.09977792948484421, -0.20410208404064178, -0.10182902216911316, 0.3557316064834595, -0.3775022625923157, 0.2765556573867798, -0.2495734691619873, 0.33031386137008667, -0.15003405511379242, 0.45100441575050354, 0.04105682298541069, -0.3007701337337494, -0.09372127801179886, 0.10407313704490662, -0.480430543422699, -0.06228667497634888, -0.6937854886054993, 0.23300157487392426, 0.023820355534553528, 0.3095427453517914, -0.05831609666347504, 0.3925410807132721, 0.11050473153591156, 0.032492466270923615, 0.17294859886169434, 0.5821713209152222, -0.04130902886390686, 0.04745584726333618, 0.07274878025054932, 0.13032126426696777, -0.07587487250566483, 0.019532963633537292, 0.019154496490955353, -0.2913629114627838, 0.01747436448931694, -0.035566460341215134, 0.9020448327064514, -0.48678064346313477, -0.076500803232193, 0.43588370084762573, -0.21475109457969666, -0.3145999312400818, 0.16100531816482544, -0.2513114809989929, -0.0426771342754364, 0.10078449547290802, -0.3112776279449463, -0.3013388216495514, 0.25553783774375916, 0.007886420004069805, -0.1364746391773224, 0.20892761647701263, -0.002394246868789196, 0.010958172380924225, -0.12320037186145782, 0.115912064909935, 0.04938403517007828, 0.26277828216552734, -0.1767168641090393, -0.20912417769432068, 0.38736870884895325, -0.2925598919391632, 0.10334227234125137, 0.4600832760334015, -0.3101801574230194, -0.4854944348335266, -0.3478895425796509, 0.5011529326438904, 0.14658430218696594, -0.13064433634281158, -0.13163544237613678, 0.920344889163971, 7.184916019439697, 2.5306854248046875, -0.14264948666095734, 0.37684059143066406, -0.05403263866901398, 0.10413321107625961, -0.35844913125038147, 0.1423187404870987, 0.18604321777820587, -0.047389112412929535, -0.17370377480983734, -0.19738617539405823, 0.48855918645858765, 0.440287709236145, 0.3004932999610901, 0.23912736773490906, -0.09887531399726868, 0.06930121779441833, 0.09654983878135681, 0.019996002316474915, -0.407988965511322, -0.039798520505428314, -0.10041151195764542, -0.11452697962522507, -0.45273685455322266, -0.15416337549686432, -0.20982453227043152, -0.0898870974779129, 0.10228829830884933, -0.048878781497478485, -0.23899449408054352, -0.07420875132083893, 0.606785774230957, -0.040830012410879135, 0.0409577339887619, 0.06561011075973511, -0.036218855530023575, -0.10217411816120148, 0.14283187687397003, -0.06937788426876068, -0.046420540660619736, -0.47301751375198364, 0.3375106155872345, -0.1690332442522049, -0.13063134253025055, 0.06609544903039932, -0.04876241460442543, 0.3221137523651123, -0.33110612630844116, 0.11981391906738281, -0.37821704149246216, -0.15462657809257507, 0.5472386479377747, -0.024939991533756256, -0.4737643599510193, 0.013441348448395729, -1.3509985208511353, 0.05123055726289749, 0.44587963819503784, -0.038107652217149734, 0.1983795464038849, 0.2781326472759247, 0.01186066959053278, -0.33607929944992065, -0.5682113170623779, 0.14669711887836456, 0.044258639216423035, -0.3350500166416168, -0.35751011967658997, 0.43915948271751404, -0.2847019135951996, -0.17666779458522797, -0.3250824809074402, -0.10529769957065582, 0.1789277344942093, -0.36908844113349915, 0.03713620826601982, -0.15578868985176086, -0.23166494071483612, -0.17851805686950684, -0.2234879434108734, -0.32982584834098816, -0.19613221287727356, 0.2156398743391037, 0.0745818018913269, -0.5840552449226379, 0.09483975917100906, 0.0075527094304561615, -0.3192349970340729, 0.025766409933567047, 0.26667189598083496, 0.11799740791320801, -0.022615713998675346, -0.14408987760543823, -0.3751966953277588, 0.2850293517112732, -0.365956574678421, 0.1777089685201645, -0.3356543183326721, 0.19354650378227234, -0.1438644677400589, 0.06401435285806656, -0.23491200804710388, 0.27000001072883606, -0.3216487467288971, -0.6741085052490234, -0.13713577389717102, 0.3673372268676758, 0.2759989798069, 0.10045134276151657, 0.13087034225463867, -0.2615855038166046, -0.19640477001667023, 0.1359148472547531, -0.3357611298561096, -0.36789217591285706, 0.16941480338573456, -0.5087482333183289, 0.48647603392601013, -0.07203784584999084, 0.0957825556397438, 0.04621266573667526, -0.043770723044872284, -0.1456424593925476, -0.20368672907352448, -0.05613218620419502, 0.20845185220241547, 0.07507550716400146, -0.07024206221103668, -0.37578287720680237, 0.290141761302948, -0.09006047248840332, -1.072166085243225, -0.16140012443065643, -0.1726830154657364, -0.20476898550987244, 0.31440815329551697, -0.19608913362026215, 0.28234604001045227, -0.13461893796920776, -0.15681278705596924, -0.3601109981536865, 0.22399792075157166, -0.24255776405334473, 0.036855973303318024, 0.26308757066726685, -0.08224198967218399, -0.1226898580789566, -0.17569231986999512, 0.3528845012187958, -0.2946137487888336, -0.3415670394897461, 0.098521389067173, 0.49990856647491455, 0.017598440870642662, 0.42745330929756165, -0.25748205184936523, 0.4889386296272278, -0.08104873448610306, 0.11025241017341614, -0.03236373886466026, -0.14310869574546814, -0.15996722877025604, 0.3084256947040558, -0.27479681372642517, 0.04172644764184952, -0.3028813600540161, -0.38963156938552856, -0.25905486941337585, 0.20632970333099365, 0.7475850582122803, -0.043843917548656464, 0.11051025986671448, 0.19294674694538116, 0.1519351303577423, -0.005816641263663769, -0.46848613023757935, -0.5122585892677307, -0.33519336581230164, 0.9340084195137024, 0.39671629667282104, 0.3710186183452606, 0.06713175773620605, 0.5061318874359131, 0.5412963628768921, 0.19216036796569824, -0.21951138973236084, -0.1495189666748047, -0.006041493266820908, 0.3112792372703552, 0.3219710886478424, 0.061685558408498764, 0.11795370280742645, -0.04183877259492874, -0.27784284949302673, 0.2153538167476654, 0.5533218383789062, -0.2000226378440857, 0.05882298946380615, -0.17760717868804932, 0.3092889189720154, -0.22196964919567108, 0.05814727395772934, -0.18966956436634064, 0.03618704900145531, -0.06565205752849579, 0.15630865097045898, -0.5538819432258606, -0.17751452326774597, 0.009099485352635384, -0.02525106817483902, -0.034404441714286804, 0.07849952578544617, -0.289966881275177, 0.11294864118099213, -0.1509954184293747, 0.032824356108903885, 0.19608527421951294, -0.08762901276350021, 0.7898802757263184, -0.3622807562351227, -0.45254284143447876, 0.5793848037719727, 0.21575821936130524, 0.20940560102462769, 0.20702525973320007, -0.18249928951263428, 0.45628470182418823, 0.032203309237957, 0.6003677248954773, -0.3710629642009735, -0.03996022790670395, 0.11637455224990845, -0.3925681710243225, 0.38027068972587585, 0.03259973227977753, -0.3366882801055908, 0.06252480298280716, -0.24703717231750488, -0.2299828827381134, 0.30221137404441833, -0.3738161027431488, -0.01250850036740303, -0.11586050689220428, -0.08030791580677032, -0.32839739322662354, -0.14275476336479187, 0.0853879451751709, -0.4603521525859833, 0.4206007122993469, -0.2929602265357971, -0.20562440156936646, 0.11075430363416672, 0.922980785369873, -0.38785722851753235, -0.0787356048822403, 0.7100321054458618, -0.2865745425224304, -0.09238897264003754, 0.04611752927303314, 0.23515048623085022, 0.39099520444869995, -0.08078926056623459, -0.1453738659620285, -0.1906401365995407, 0.33027222752571106, -0.16671183705329895, -0.12337302416563034, -0.13304035365581512, -0.130100816488266, 0.30026620626449585, 0.37200358510017395, 0.3894427716732025, 0.041951701045036316, -0.04091348499059677, -0.0003405786119401455, 0.3585697114467621, 0.4627244472503662, -0.3958364725112915, -0.02834359183907509, 0.2291337102651596, -0.19127696752548218, -0.16462816298007965, -0.014224092476069927, 0.17953212559223175, -0.21554487943649292, -0.2873697280883789, 0.13794100284576416, -0.21219080686569214, -0.34699323773384094, -0.5166065096855164, -0.07177256047725677, -0.039837226271629333, 0.09640902280807495, -0.01737622357904911, 0.22940421104431152, 0.3983304500579834, 0.7556427717208862, 0.32060444355010986, 0.029025156050920486, -0.5446885228157043, -0.2311897575855255, -0.2804250419139862, 0.018593804910779, 0.5291546583175659, -0.3263944685459137, -0.18158091604709625, 0.3320199251174927, -0.16203182935714722, 0.4841429591178894, -0.01949520967900753, 0.238898366689682, -0.7301514744758606, -0.11572826653718948, -0.04656457528471947, -0.07328184694051743, 0.19471138715744019, -0.4407348334789276, -0.11949699372053146, -0.09722974896430969, -0.04167429357767105, -0.054710328578948975, 0.20959524810314178, 0.03850416839122772, -0.053090374916791916, 0.09380599856376648, 0.019041381776332855, 0.12017764151096344, 0.32097959518432617, -0.0579230859875679, -0.23360837996006012, -0.19326625764369965, -0.04473119601607323, -0.49069106578826904, -0.13304179906845093, -0.2227020114660263, -0.07966724038124084, -0.18516139686107635, -0.22077186405658722, -0.171709343791008, 1.2358403205871582, -0.25828686356544495, -0.08949299156665802, 0.4084872603416443, -0.09334883838891983, -0.0964495912194252, -0.1891644448041916, 0.24619875848293304, 0.004966694861650467, 0.28591305017471313, -0.12990453839302063, 0.05792398005723953, 0.15080764889717102, 0.17531929910182953, -0.07695608586072922, -0.0013233944773674011, 0.5346771478652954, -0.06728281825780869, -0.19701610505580902, 0.31465432047843933, -0.04444935917854309, 0.3158351182937622, -0.2636891007423401, -0.0709095224738121, 0.169346421957016, 0.21662531793117523, -0.14001572132110596, 0.12232111394405365, 0.2284095287322998, -0.19816166162490845, 0.1334986537694931, -0.04248569905757904, 0.21796122193336487, -0.22998254001140594, -0.0034776870161294937, -0.12780950963497162, -0.13948452472686768, 0.16405631601810455, 0.2029053121805191, 0.06711305677890778, 0.39382439851760864, -0.23867008090019226, -0.09972106665372849, -0.07734757661819458, -0.14340168237686157, 0.17462097108364105, -0.4074895679950714, -0.0947757288813591, -0.32473617792129517, -0.06559740006923676, 0.08971714973449707, -0.03734486550092697, 0.12733280658721924, -0.08912193775177002, 0.34867218136787415, -0.04256590083241463, -0.0630486011505127, -0.29649803042411804, -0.25279325246810913, 0.09796656668186188, 0.08775532990694046, -0.11316856741905212, -0.006143184378743172, 0.7376134991645813, -0.09271875023841858, -0.15730659663677216, 0.2247333973646164, 0.6170600056648254, 4.98679780960083, 0.11288516223430634, 0.5815715789794922, -0.605836808681488, -0.35898250341415405, 0.22974157333374023, 0.3176226019859314, -0.20490694046020508, -0.4175489544868469, 0.3507542908191681, -0.31965166330337524, 0.1679522693157196, -0.1614466905593872, -0.15214093029499054, -0.038770291954278946, 0.11164779961109161, 0.16775649785995483, -0.5635474324226379, 0.5330206155776978, 0.3224702477455139, -0.15082204341888428, 0.5112509727478027, 0.08304482698440552, 0.37613818049430847, -0.11013749241828918, -0.05645696073770523, 0.13928142189979553, -0.46475842595100403, 0.01772020384669304, -0.2890995442867279, -0.25269848108291626, 0.17448671162128448, 0.081248439848423, -0.12212543189525604, 0.33532047271728516, -0.2520225942134857, -0.06856530159711838, -0.0635404884815216, -0.19135041534900665, 0.24906088411808014, 0.49655431509017944, -0.3099637031555176, 0.19960710406303406, 0.04058460891246796, 0.6454680562019348, 0.08595988154411316, -0.35204681754112244, 0.04070655256509781, 0.37793806195259094, -0.11310632526874542, 0.08817069977521896, -0.3339618742465973, 0.18162141740322113, -0.2040225714445114, 0.31847208738327026, 1.036068081855774, -0.17404557764530182, -0.20302611589431763, -0.3352227807044983, 0.6326924562454224, -0.06348840147256851, -0.3600772023200989, -0.19324079155921936, -0.21841619908809662, -0.025368746370077133, 0.08468098938465118, 0.022740844637155533, -0.08717885613441467, -0.5138026475906372, 0.4246293306350708, -0.33281826972961426, -0.12134784460067749, 0.10374408215284348, -0.053435344249010086, -0.1519654393196106, -0.2605539858341217, -0.2705308198928833, -0.3051442801952362, -0.46256065368652344, -0.105234295129776, 0.22128672897815704, -0.24891653656959534, 0.518473744392395, 3.2389488220214844, -0.030375029891729355, 0.0951828807592392, 0.12137783318758011, -0.013632826507091522, -0.1265299767255783, 0.04891366884112358, 0.4510730504989624, -0.055204253643751144, 0.4306938350200653, 0.07569438219070435, 0.26613691449165344, -0.1625690758228302, 3.612783432006836, -0.19419147074222565, -0.13128361105918884, 0.18952009081840515, 0.8869280815124512, -0.03368625044822693, 0.8979097604751587, -0.13217224180698395, 0.8105376958847046, -0.2951933443546295, -0.07159138470888138, 0.33199551701545715, -0.01188465766608715, 0.6263926029205322, -0.31477534770965576, -0.036200106143951416, -0.18601080775260925, -0.024405255913734436, -0.1999722421169281, -0.31872135400772095, -0.1793411374092102, -0.16162624955177307, -0.19594703614711761, -0.0584234744310379, -0.16823488473892212, -0.14358752965927124, -0.2705870568752289, -0.04390481114387512, -0.049296461045742035, -0.16601981222629547, 0.1390961855649948, -0.1967111974954605, 0.1759791076183319, -0.18021810054779053, -0.11406148970127106, -0.2334921956062317, -0.1495007872581482, -0.003643140196800232, 0.3631867468357086, -0.027588563039898872, 0.007931724190711975, 0.01697266288101673, 0.07061345875263214, 0.137557715177536, -0.08997464925050735, -0.19024619460105896, -0.03688100725412369, -0.25171342492103577, 0.12545818090438843, -0.18448562920093536, -0.3035610616207123, -0.09491241723299026, -0.13556993007659912, 0.00469883531332016, -0.26436513662338257, -0.13788574934005737, -0.0029107024893164635, -0.05609677731990814, 0.45691922307014465, -0.18285080790519714, 0.20707322657108307, -0.1035531535744667, -0.231693297624588, -0.1753443032503128, -0.2613990306854248, -0.24683621525764465, 0.45998284220695496, 0.21834003925323486, -0.16449639201164246, 0.24148035049438477, 0.228667214512825, 0.39082759618759155, 0.15350313484668732, 0.05513100326061249, -0.08407309651374817, -0.40517956018447876, -0.23803885281085968, -0.10989595949649811, 0.1577223241329193, 0.005976572632789612, 0.09265021234750748, -0.15111465752124786, 0.032670728862285614, -0.4122288227081299, -0.3307194411754608, 0.007285095751285553, -0.05079517513513565, 0.19452975690364838, -0.168068066239357, -0.18567369878292084, 0.021736450493335724, -0.16553641855716705]\n",
"Label: 5, [0.2772272825241089, 0.023703042417764664, -0.21499966084957123, 0.020484857261180878, -0.10231111198663712, 0.3636764585971832, -0.5263694524765015, -0.4029830992221832, -0.17135412991046906, -0.17393581569194794, 0.3610818684101105, -0.038870226591825485, -0.10138306021690369, -0.4370760917663574, -0.09025102108716965, 0.0001232679933309555, -0.0037539824843406677, -0.2977432608604431, -0.37479403614997864, -0.2464752197265625, -0.029354631900787354, 0.6183390617370605, -0.5031919479370117, -0.2969769835472107, -0.4442674517631531, 0.03206513449549675, 0.6148011684417725, -0.07026306539773941, 0.10862140357494354, 0.48100054264068604, -0.27998682856559753, -0.00908786989748478, 0.33382564783096313, -0.1070442795753479, -0.15203925967216492, -0.09759712964296341, 0.12909726798534393, -0.4942987561225891, 0.41297268867492676, -0.06389112770557404, -0.16557833552360535, 0.11313313245773315, -0.15271112322807312, 0.15302884578704834, 0.2108628898859024, -0.11510853469371796, -0.17741142213344574, 0.024716313928365707, -0.17515911161899567, -0.49726036190986633, -0.3816671669483185, 0.11870729178190231, 0.019270289689302444, -0.3034682273864746, -0.23433096706867218, -0.40988245606422424, -0.5517494082450867, -0.2882464826107025, -0.28364571928977966, 0.6309292316436768, -0.347788006067276, -0.37274372577667236, -0.294161319732666, 0.036066800355911255, 0.3404884934425354, 0.05202576518058777, 0.24756839871406555, -0.6388317942619324, 0.396497517824173, -0.10742883384227753, 0.12987831234931946, -0.09818745404481888, 0.02240126207470894, 0.7494168281555176, -0.41585829854011536, -0.16025575995445251, -0.2744826078414917, -0.3540613651275635, 0.47124385833740234, -0.24418364465236664, 0.5570114254951477, -0.1487896889448166, -0.15698015689849854, 0.14066867530345917, -0.4274260401725769, -0.4570315182209015, -0.04944806918501854, -0.3198683261871338, -0.007956262677907944, -0.08475964516401291, -0.059503838419914246, 0.06467835605144501, 0.509643018245697, -0.030018940567970276, -0.22179776430130005, 0.2888593375682831, -0.333085834980011, -0.290284663438797, 0.1866021752357483, -0.002066731220111251, 0.11488735675811768, 0.038726191967725754, -0.23971591889858246, 0.4666298031806946, -0.26674970984458923, -0.4542982876300812, -0.11210775375366211, 0.05042751878499985, -0.05033348873257637, -0.09095646440982819, -0.05265635997056961, 0.1574949324131012, -0.44414541125297546, 0.2321038544178009, -0.2543923556804657, -0.34394097328186035, -0.13069215416908264, 0.04357729107141495, -0.14170560240745544, -0.38992947340011597, -0.08311332762241364, -0.22179411351680756, 0.041632041335105896, -0.44119927287101746, -0.31452202796936035, -0.21011389791965485, 0.5471034646034241, -0.19409474730491638, 0.447345107793808, -0.09085475653409958, -0.17398612201213837, -0.2596406638622284, -0.1029311865568161, -0.1971828043460846, -0.14080336689949036, 0.23228926956653595, 0.03509027510881424, -0.3662886321544647, -0.49676474928855896, -0.22809255123138428, -0.24535022675991058, -0.19374358654022217, -0.06308042258024216, -0.16063310205936432, -0.0809241309762001, -0.13854561746120453, 0.0683036744594574, -0.03056129813194275, 0.040389396250247955, 0.3565213084220886, 0.07843183726072311, -0.03917139023542404, 0.028982127085328102, -0.12522001564502716, 0.003148425370454788, 0.1268378347158432, -0.1502620428800583, -0.09079410880804062, -0.2938580811023712, -0.027247058227658272, -0.29952043294906616, 0.1558966040611267, 0.10554207116365433, -0.07343553006649017, -0.37073010206222534, 0.09348506480455399, -0.3223199248313904, 0.05288275331258774, -0.12229609489440918, -0.20442864298820496, -0.19773155450820923, -0.26504844427108765, 0.10410037636756897, -0.06429074704647064, 0.042584728449583054, -0.008080190047621727, -0.30442747473716736, 0.288786381483078, 0.03658033907413483, -0.021652260795235634, -0.2054189294576645, -0.02438136748969555, 0.06382975727319717, -0.006248774006962776, 0.11442578583955765, 0.14405931532382965, -0.08720970153808594, 0.08514385670423508, 0.1193283349275589, -0.16156268119812012, 0.2437206506729126, -0.07227257639169693, -0.0707813948392868, -0.07308761775493622, 0.2642250061035156, 0.024301059544086456, -0.2775272727012634, -0.13729435205459595, 0.061279430985450745, 0.0792844146490097, -0.29597994685173035, -0.3131446838378906, -0.0011053234338760376, -0.12626077234745026, -0.11880507320165634, -0.1684637814760208, 0.09621456265449524, 0.005090216174721718, -0.053357891738414764, -0.007972385734319687, 0.08035941421985626, 0.0017579440027475357, 0.0458560511469841, -0.13471628725528717, -0.0801403671503067, -0.180131733417511, 0.0825805738568306, 0.05698368325829506, -0.24670270085334778, -0.04199889302253723, 0.20191851258277893, -0.009233849123120308, 0.2087913453578949, -0.13189050555229187, -0.090908482670784, -0.015359889715909958, 0.040370553731918335, -0.058395866304636, 0.14249743521213531, 0.015346363186836243, -0.025547802448272705, 0.09187524765729904, -0.23907920718193054, -0.06282568722963333, -0.08248528838157654, 0.05179404467344284, 0.027555080130696297, -0.13468527793884277, -0.15701830387115479, -0.045701488852500916, -0.17099818587303162, 0.08542641252279282, -0.2753211259841919, -0.22303839027881622, -0.04174523800611496, -0.23636630177497864, 0.021633170545101166, -0.17095120251178741, -0.16073687374591827, -0.20921289920806885, 0.12288105487823486, -0.23657098412513733, -0.08649701625108719, 0.03556939959526062, 0.10682190954685211, -0.25318649411201477, -0.14712566137313843, -0.05849144235253334, -0.19700169563293457, -0.07114995270967484, -0.0690656378865242, -0.22810518741607666, -0.1845080405473709, -0.340548038482666, -0.2361256629228592, -0.1474238634109497, -0.13215166330337524, -0.11907549202442169, 0.12467134743928909, -0.015274366363883018, 0.10556003451347351, -0.22326669096946716, -0.08774587512016296, -0.08454371988773346, 0.24551472067832947, -0.23567967116832733, 0.18457376956939697, 0.18496069312095642, 0.07644228637218475, 0.09192406386137009, -0.17590144276618958, 0.02953489124774933, -0.19242507219314575, 0.08740447461605072, -0.16806960105895996, -0.10492561012506485, 0.28524479269981384, -0.05996907874941826, -0.014788443222641945, -0.028306201100349426, -0.09696748107671738, 0.057315051555633545, -0.005264658480882645, -0.03367522731423378, 0.139958456158638, -0.17029163241386414, 0.04533319175243378, -0.2517875134944916, -0.09022487699985504, -0.01349899172782898, -0.04430311545729637, -0.0802895575761795, 0.28768211603164673, 0.16792023181915283, -0.38190722465515137, -0.414200097322464, -0.06953983008861542, -0.15538914501667023, 0.005097273737192154, -0.10604532808065414, 0.12040826678276062, -0.07537787407636642, -0.2510069012641907, -0.08099667727947235, -0.08385378122329712, 0.19976164400577545, -0.16446353495121002, -0.04063840210437775, 0.35669612884521484, 0.4448346197605133, -0.0811750739812851, -0.24193429946899414, 0.11999741941690445, -0.10930781811475754, 0.11980663985013962, 0.029893692582845688, 0.2674609422683716, -0.16355672478675842, -0.15143483877182007, -0.28044986724853516, 0.042932480573654175, 0.27581915259361267, -0.08968766778707504, 0.03629631549119949, 0.01964411698281765, 0.2670169770717621, -0.24654917418956757, 0.4473985433578491, -0.09706423431634903, 0.03862355649471283, -0.24468107521533966, 0.37337854504585266, -0.09548813849687576, -0.18513542413711548, -0.20085884630680084, 0.10750870406627655, -0.4193994998931885, -0.15381553769111633, -0.6150326132774353, 0.17549337446689606, 0.24411578476428986, 0.18555006384849548, -0.2081558257341385, 0.22991308569908142, -0.027746446430683136, -0.156746044754982, 0.0821496844291687, 0.48546960949897766, 0.08684830367565155, 0.12367720156908035, 0.09247767925262451, 0.1558534801006317, -0.03859465941786766, 0.16778017580509186, 0.12535032629966736, -0.11571818590164185, 0.014313267543911934, -0.11046026647090912, 1.2730050086975098, -0.6266973614692688, -0.16659244894981384, 0.4415973424911499, -0.049455273896455765, -0.23214909434318542, 0.35384848713874817, -0.31101030111312866, -0.02396557852625847, 0.06654380261898041, -0.14597584307193756, -0.2924235165119171, 0.49162739515304565, 0.09017646312713623, -0.107740618288517, 0.16886483132839203, -0.09114450961351395, 0.020551862195134163, 0.11475126445293427, 0.22343210875988007, -0.05491107702255249, 0.29060131311416626, -0.09266781061887741, -0.2816022038459778, 0.30294424295425415, 0.04912525415420532, 0.2139158695936203, 0.05258772894740105, -0.17259453237056732, -0.4188758134841919, -0.169160395860672, 0.19456326961517334, -0.017046969383955002, -0.11117838323116302, -0.06408867239952087, 0.8538314700126648, 7.336953639984131, 1.9799612760543823, 0.04864353686571121, 0.5915808081626892, -0.14876803755760193, 0.04990004748106003, -0.3314298689365387, 0.07490137219429016, -0.007971281185746193, -0.17792408168315887, -0.17946358025074005, -0.13435883820056915, 0.19348081946372986, 0.49580544233322144, 0.07236424833536148, 0.11018330603837967, -0.12146852910518646, -0.06236816942691803, 0.18527701497077942, 0.08010471612215042, -0.2173640877008438, 0.11866668611764908, -0.018359608948230743, 0.09076789766550064, -0.45451030135154724, -0.08994531631469727, -0.03267764300107956, -0.09988462924957275, -0.006990980356931686, 0.2149706482887268, -0.14883030951023102, 0.00011087954044342041, 0.37459972500801086, 0.13437294960021973, -0.017744315788149834, -0.1211305558681488, 0.024083150550723076, -0.006313346326351166, 0.07524698227643967, 0.021118879318237305, -0.4328464865684509, -0.19216251373291016, 0.09464085102081299, -0.10917642712593079, 0.02591264620423317, 0.11315666884183884, 0.1298683136701584, 0.2065860629081726, -0.26682838797569275, 0.010318014770746231, -0.13563920557498932, -0.08117296546697617, 0.4173421561717987, 0.05355147272348404, -0.43456846475601196, -0.004759868606925011, -0.6852321624755859, -0.1115235760807991, 0.1955498903989792, 0.08667714148759842, 0.11020692437887192, 0.15067435801029205, 0.12227144092321396, -0.14209768176078796, -0.41008371114730835, 0.09572488069534302, 0.026887567713856697, -0.4575524926185608, 0.0013712146319448948, 0.2367144227027893, 0.13619542121887207, -0.2972640097141266, -0.17923372983932495, -0.09077379107475281, 0.4122055470943451, -0.2915765941143036, -0.17635080218315125, -0.15051819384098053, 0.03794935718178749, -0.06835415959358215, 0.1601574718952179, -0.1827189326286316, -0.15616163611412048, -0.07483578473329544, 0.14079122245311737, -0.6332712173461914, 0.03881450742483139, -0.2392176240682602, -0.08238139748573303, -0.019287608563899994, 0.04926539212465286, 0.01887032389640808, 0.012543795630335808, 0.04624752700328827, -0.35532331466674805, 0.21202759444713593, -0.2083164006471634, 0.03334642946720123, -0.0399455800652504, 0.1694866418838501, -0.20887556672096252, -0.17727543413639069, -0.16008642315864563, -0.0041149635799229145, -0.18119259178638458, -0.2790069580078125, -0.11795498430728912, 0.07226818799972534, 0.3933582603931427, 0.07420298457145691, 0.2008599042892456, -0.11436078697443008, -0.08359362185001373, 0.21376705169677734, -0.42827001214027405, -0.12754997611045837, 0.28330671787261963, -0.29437628388404846, -0.14555777609348297, 0.03025927022099495, 0.13266003131866455, 0.08181829005479813, 0.12604214251041412, -0.09147879481315613, -0.22000828385353088, 0.06776636838912964, 0.22546467185020447, 0.0027442872524261475, -0.014737078920006752, -0.2498883754014969, 0.23525062203407288, -0.07675851881504059, -0.7221778035163879, -0.04784861207008362, -0.09081141650676727, -0.03158621862530708, -0.015182393603026867, -0.21622334420681, 0.08575466275215149, -0.1280689835548401, -0.25409653782844543, -0.4016497731208801, 0.17763958871364594, -0.06978434324264526, -0.00546753965318203, 0.18026681244373322, -0.24985548853874207, 0.05382871255278587, -0.042679741978645325, 0.1419210582971573, 0.09517394751310349, -0.1875058114528656, -0.1585962325334549, 0.04253501445055008, -0.052302516996860504, 0.2601567506790161, -0.13078120350837708, 0.4751112461090088, -0.05443901941180229, 0.11882425844669342, -0.08753511309623718, -0.0022007618099451065, 0.007883820682764053, 0.04925520345568657, -0.23626914620399475, -0.08902119100093842, -0.289789617061615, -0.20844325423240662, -0.37687718868255615, -0.05924753099679947, 0.45505374670028687, -0.2794792652130127, 0.24645429849624634, 0.043265100568532944, 0.03546683117747307, -0.14311400055885315, -0.3077298402786255, -0.2217382788658142, -0.3358044922351837, 0.4762398898601532, 0.15433332324028015, 0.1341569870710373, -0.09410183876752853, 0.3256486654281616, 0.11137665063142776, 0.11198370158672333, -0.13463281095027924, 0.013338525779545307, -0.05684530362486839, 0.3176003098487854, 0.30877211689949036, -0.09577354788780212, -0.1335131824016571, -0.061112917959690094, -0.18498826026916504, 0.025977563112974167, 0.5870503783226013, -0.25565361976623535, -0.03701787814497948, -0.15713484585285187, 0.3879816234111786, -0.10977359116077423, -0.058002032339572906, -0.06063808873295784, 0.09188731759786606, -0.07639811933040619, 0.018856175243854523, -0.41550981998443604, 0.10816196352243423, 0.026951048523187637, -0.16010476648807526, 0.0025289920158684254, -0.061947863548994064, -0.193473681807518, -0.2367478758096695, -0.20966684818267822, 0.7443086504936218, -0.25006240606307983, 0.08392192423343658, 0.5451967716217041, -0.2334786206483841, -0.32507655024528503, 0.2935534119606018, 0.08427374064922333, 0.4046725332736969, 0.16259418427944183, 0.0562027245759964, 0.24928545951843262, -0.1330546736717224, 0.5488249659538269, -0.4314517676830292, 0.14435946941375732, -0.16781871020793915, -0.27792003750801086, 0.40677475929260254, 0.16256573796272278, -0.12408873438835144, 0.0008713062852621078, -0.21460963785648346, -0.26949793100357056, 0.21605876088142395, -0.44236665964126587, -0.14245781302452087, 0.006402976810932159, 0.20446135103702545, -0.4221513271331787, -0.23269236087799072, 0.05736093968153, -0.3084481358528137, 0.1449149250984192, -0.26347121596336365, -0.05056661367416382, 0.02224605716764927, 0.9478604793548584, -0.32503753900527954, 0.15842986106872559, -0.03649822250008583, -0.19687138497829437, -0.00627339631319046, -0.2081596404314041, 0.3036207854747772, 0.13508175313472748, -0.025841232389211655, -0.1676059365272522, -0.029824208468198776, 0.08366598188877106, -0.1927865445613861, 0.033146098256111145, -0.31930220127105713, -0.14080986380577087, 0.46078455448150635, 0.3211950957775116, 0.13241906464099884, -0.02149764448404312, 0.028632953763008118, 0.06417444348335266, 0.31207939982414246, 0.6941890716552734, 0.0571158267557621, -0.09044499695301056, 0.31711381673812866, -0.09548402577638626, -0.2333604395389557, 0.05071580782532692, 0.6294249296188354, -0.26560178399086, -0.3970814049243927, 0.2093544751405716, -0.058973509818315506, -0.1141447126865387, -0.24691498279571533, 0.12985844910144806, -0.04351229965686798, 0.09268994629383087, -0.14642338454723358, -0.03504183143377304, 0.2320627123117447, 0.43619418144226074, 0.043112095445394516, 0.005770046263933182, -0.2333841174840927, -0.14079086482524872, -0.2840609550476074, 0.040731772780418396, 0.25614291429519653, -0.4491981863975525, -0.2941908538341522, 0.22545795142650604, -0.1768597811460495, 0.4157178997993469, 0.0747891440987587, 0.08013886213302612, -0.4697384536266327, -0.21970783174037933, -0.08228705823421478, 0.025439800694584846, 0.13628819584846497, -0.19846010208129883, 0.10878019034862518, 0.12356025725603104, 0.07420819997787476, -0.0951496958732605, 0.2516691982746124, -0.11328127980232239, -0.17820793390274048, 0.21089088916778564, 0.09795195609331131, 0.06438794732093811, 0.47524476051330566, -0.11171288043260574, -0.07640235871076584, 0.008631700649857521, 0.06510583311319351, -0.5527124404907227, -0.17812280356884003, -0.07884128391742706, -0.18662911653518677, -0.037022851407527924, 0.017491772770881653, -0.2536303400993347, 1.1586254835128784, -0.2250460684299469, -0.06358664482831955, -0.05707914009690285, -0.022438857704401016, 0.006514884531497955, -0.16928733885288239, 0.16581563651561737, -0.26987403631210327, 0.28903624415397644, 0.14214220643043518, -0.02012934535741806, -0.05537398159503937, 0.22860071063041687, -0.19787688553333282, -0.024513892829418182, 0.24187913537025452, -0.03759921342134476, -0.25072041153907776, 0.14369972050189972, 0.07670414447784424, -0.1252533197402954, -0.33149072527885437, 0.24009351432323456, 0.1254792958498001, 0.10795000195503235, 0.16787898540496826, -0.11025048792362213, 0.13033948838710785, -0.07571878284215927, 0.3729126751422882, -0.0769595056772232, 0.3228137791156769, -0.2280462235212326, 0.08467850834131241, -0.07035181671380997, 0.14573821425437927, -0.2510218620300293, 0.11948364228010178, -0.028083359822630882, 0.039718955755233765, -0.10180439800024033, -0.0756988525390625, -0.1173112615942955, -0.1475447714328766, 0.16685761511325836, -0.44186145067214966, -0.3198002576828003, -0.345342218875885, -0.02768115885555744, 0.3439693748950958, 0.21072322130203247, 0.13080187141895294, -0.2274816334247589, 0.023332756012678146, -0.10583147406578064, -0.1019914299249649, -0.18899305164813995, -0.10073509812355042, 0.12896277010440826, 0.12359534949064255, -0.23583902418613434, -0.012188510037958622, 0.6629782915115356, 0.09142505377531052, -0.07261896133422852, 0.4729309678077698, 0.28425586223602295, 2.5264062881469727, 0.09362566471099854, 0.6911904215812683, -0.3814293444156647, -0.23037326335906982, -0.05156754329800606, 0.31578999757766724, 0.016475997865200043, -0.3039481043815613, 0.30373600125312805, -0.2621501088142395, 0.08039608597755432, -0.2221914678812027, -0.3592545688152313, -0.044981133192777634, -0.18844722211360931, -0.028239650651812553, -0.33335763216018677, 0.2025764137506485, 0.2203642874956131, -0.18794292211532593, 0.22612540423870087, -0.08746983855962753, 1.2675381898880005, 0.09368753433227539, -0.24405081570148468, 0.022555775940418243, -0.13257639110088348, 0.032741669565439224, -0.18961910903453827, -0.15526911616325378, -0.008435355499386787, 0.11497601121664047, -0.10055601596832275, 0.26657333970069885, -0.29694509506225586, -0.13848824799060822, 0.0369526706635952, -0.0755053460597992, 0.1637752652168274, 0.19887007772922516, -0.2657111585140228, 0.05361910164356232, 0.013456553220748901, 0.2306773066520691, -0.02305234596133232, -0.2907266616821289, 0.2040267288684845, 0.24874836206436157, 0.0038701873272657394, 0.01102005410939455, -0.21240782737731934, -0.18214066326618195, -0.20638231933116913, -0.0059660738334059715, 0.33634111285209656, 0.009935498237609863, -0.31153497099876404, -0.2561242878437042, 0.489144891500473, 0.020116660743951797, -0.6525251269340515, -0.17665106058120728, -0.1285373717546463, -0.03755712881684303, 0.008981246501207352, -0.1301572173833847, 0.007162522524595261, -0.3266076445579529, 0.23585954308509827, -0.34193989634513855, -0.19535580277442932, 0.1889609843492508, 0.06791433691978455, 0.019178098067641258, -0.18999263644218445, -0.020638367161154747, -0.26121240854263306, -0.18873082101345062, -0.1990354061126709, 0.36837995052337646, -0.308665931224823, 0.20144346356391907, 2.660783290863037, 0.0023447941057384014, 0.15225547552108765, 0.11160580068826675, 0.011958658695220947, 0.17978136241436005, -0.16067750751972198, 0.27278196811676025, -0.016499526798725128, 0.3494788110256195, 0.15116162598133087, 0.1628131866455078, -0.2355855107307434, 4.192540645599365, -0.27658504247665405, -0.06577996164560318, 0.34404584765434265, 0.22034205496311188, 0.26521652936935425, 0.8565080761909485, -0.26359784603118896, 0.40446045994758606, -0.089413121342659, -0.08555956184864044, 0.3578248918056488, -0.045585595071315765, 0.35378557443618774, -0.1788659393787384, -0.007732279598712921, -0.07844236493110657, -0.1028229147195816, -0.14621129631996155, -0.1919688731431961, -0.11257719248533249, -0.06961654871702194, -0.04247307777404785, 0.06354953348636627, -0.14073215425014496, -0.09646075963973999, -0.05917081981897354, -0.021480873227119446, -0.05500221252441406, -0.09331910312175751, 0.2527519166469574, -0.0735880434513092, 0.0916295200586319, -0.03970906883478165, 0.05043409392237663, -0.1357104778289795, -0.04196195304393768, 0.05346895754337311, 0.35254207253456116, 0.23613902926445007, 0.16166487336158752, 0.05098440870642662, 0.10959324240684509, 0.20476961135864258, 0.02194743975996971, -0.17179839313030243, 0.1717771291732788, -0.21430915594100952, 0.24376067519187927, -0.07530363649129868, -0.08696991205215454, 0.000229615718126297, -0.0918627679347992, 0.010655827820301056, -0.21448397636413574, -0.06987977027893066, 0.15019278228282928, -0.11389739066362381, 0.14385274052619934, -0.07154889404773712, 0.2597030699253082, 0.0035534854978322983, -0.13785959780216217, 0.011501260101795197, -0.010434091091156006, -0.03530184179544449, 0.06408722698688507, 0.5373972058296204, -0.10681331902742386, 0.0907539427280426, 0.5251366496086121, -0.013226641342043877, 0.0685582384467125, 0.0023222211748361588, 0.03090374357998371, -0.34611788392066956, -0.01187945157289505, 0.021975859999656677, 0.23886346817016602, -0.18774211406707764, 0.18602117896080017, -0.09089714288711548, 0.042056091129779816, -0.39255622029304504, -0.2431701272726059, -0.07248643040657043, 0.04130476713180542, -0.008964783512055874, -0.14259572327136993, 0.05944698303937912, 0.21399399638175964, -0.13576950132846832]\n",
"Label: 5, [0.37313783168792725, 0.20121528208255768, -0.2786591649055481, -0.02636892721056938, -0.10242345184087753, 0.3488057255744934, -0.6021994948387146, -0.4325690269470215, -0.21595434844493866, -0.3455285131931305, 0.5232415199279785, -0.17863284051418304, -0.11178980022668839, -0.6736066937446594, -0.16105058789253235, -0.2513166666030884, 0.12295688688755035, -0.4342564046382904, -0.6896498799324036, -0.2401130497455597, -0.12434244900941849, 0.5709888935089111, -0.6554220914840698, -0.41469356417655945, -0.4804598391056061, -0.09269079566001892, 0.5956349968910217, -0.0067231785506010056, 0.09800375998020172, 0.5708025693893433, -0.4482762813568115, -0.0846242904663086, 0.3737088739871979, 0.046050433069467545, -0.16129232943058014, -0.05686187744140625, 0.20017509162425995, -0.47960007190704346, 0.20774008333683014, -0.3887585997581482, -0.21640796959400177, 0.1709406077861786, -0.20262570679187775, 0.22637872397899628, 0.05494927242398262, -0.18026083707809448, -0.5189183354377747, 0.2955620288848877, -0.26647284626960754, -0.5631762146949768, -0.4469703733921051, 0.31753069162368774, 0.17326074838638306, -0.337391197681427, -0.25290483236312866, -0.6499808430671692, -0.4590671956539154, -0.1915142685174942, -0.4850125014781952, 0.5026520490646362, -0.22830882668495178, -0.36445412039756775, 0.004988566040992737, -0.05248691141605377, 0.2876155972480774, 0.08017861843109131, 0.3607746660709381, -0.588480532169342, 0.4549310803413391, -0.08314038068056107, 0.0779685378074646, -0.1277720332145691, 0.15551985800266266, 1.2503777742385864, -0.44113147258758545, -0.22241449356079102, -0.2413351982831955, -0.48060667514801025, 0.48363906145095825, -0.3649848997592926, 0.7120116949081421, -0.2567062973976135, -0.27790120244026184, 0.272856205701828, -0.528207540512085, -0.7398636341094971, 0.02121814712882042, -0.0269483495503664, -0.07789777964353561, -0.23885276913642883, -0.2037021964788437, -0.15779687464237213, -0.1794290989637375, -0.29638710618019104, -0.22702240943908691, 0.5667822360992432, -0.3115018606185913, -0.4826848804950714, 0.5529140830039978, -0.03982136771082878, 0.13088244199752808, 0.14615701138973236, -0.12604224681854248, 0.5648489594459534, -0.23892827332019806, -0.33397912979125977, 0.14004278182983398, -0.098634734749794, -0.26899945735931396, 0.05233835428953171, -0.08370202779769897, 0.30861812829971313, -0.45730528235435486, 0.08183184266090393, -0.20266284048557281, -0.2935805916786194, -0.03835727646946907, 0.11897235363721848, -0.14245665073394775, -0.4717395305633545, -0.09486878663301468, -0.016415972262620926, 0.18669065833091736, -0.3910177946090698, -0.173435777425766, -0.29714515805244446, 0.7223367094993591, -0.39865750074386597, 0.4597427546977997, -0.27937647700309753, -0.12752434611320496, -0.46299874782562256, -0.2552366256713867, -0.45019829273223877, -0.31123441457748413, 0.16406790912151337, -0.04869168996810913, -0.5145182609558105, -0.6436745524406433, -0.20805871486663818, -0.25470247864723206, -0.3535952568054199, 0.06288830190896988, -0.17828300595283508, -0.21899932622909546, -0.02092815563082695, 0.08134454488754272, -0.01612069085240364, -0.034756846725940704, 0.48936375975608826, 0.14495278894901276, 0.1773495078086853, -0.07000412046909332, 0.13531219959259033, 0.3011772632598877, 0.5549540519714355, -0.03851805627346039, 0.09075114876031876, -0.08065298199653625, -0.071733757853508, 0.07978029549121857, 0.11356610059738159, -0.05778583884239197, 0.24381041526794434, -0.27626803517341614, 0.0018378086388111115, -0.45152655243873596, 0.04212505742907524, 0.05134398490190506, 0.07774603366851807, 0.29589200019836426, 0.007995542138814926, -0.04691091924905777, 0.032500844448804855, 0.5896025896072388, 0.1898556351661682, -0.3008435368537903, 0.6996774673461914, -0.004233220592141151, -0.12439995259046555, -0.13764801621437073, 0.332693874835968, 0.42124083638191223, 0.16099250316619873, 0.2968767583370209, 0.37008655071258545, 0.2896188199520111, 0.19916647672653198, 0.19709528982639313, -0.016861505806446075, 0.36185744404792786, 0.04265908896923065, 0.2637979984283447, 0.21681787073612213, 0.5438794493675232, 0.11799785494804382, 0.17481130361557007, 0.10589519143104553, -0.07313574850559235, 0.3341063857078552, 0.0805351585149765, -0.010303521528840065, 0.2903316915035248, 0.0793217271566391, 0.19575554132461548, 0.1515142023563385, 0.21552923321723938, 0.2815910279750824, 0.0160281453281641, 0.1383633315563202, -0.03712930530309677, -0.11683594435453415, 0.13385112583637238, -0.18874622881412506, 0.00352606363594532, -0.17015250027179718, 0.35005778074264526, 0.08116805553436279, -0.15628987550735474, 0.28189146518707275, 0.2764979898929596, 0.24730394780635834, 0.20205429196357727, 0.044063545763492584, -0.03253436088562012, -0.005785316228866577, 0.5043609142303467, 0.4633308947086334, 0.33243945240974426, 0.2972452938556671, 0.13998985290527344, -0.08848297595977783, -0.11920143663883209, -0.21513468027114868, 0.02497759833931923, 0.1398221105337143, 0.00545307993888855, 0.05792728811502457, -0.20722147822380066, 0.0077562034130096436, -0.29985496401786804, 0.07270839065313339, -0.16436521708965302, -0.2196454554796219, 0.09000241011381149, -0.15843038260936737, -0.18382728099822998, -0.003781108185648918, -0.08886528015136719, -0.11598240584135056, 0.230865016579628, -0.19543595612049103, 0.25611111521720886, 0.043190330266952515, 0.01671599969267845, 0.14258982241153717, 0.1231645792722702, 0.09441310167312622, 0.04199611023068428, 0.05033794790506363, 0.12314943969249725, 0.05121676251292229, -0.05043984577059746, -0.10718856751918793, -0.002058614045381546, -0.13973060250282288, 0.40000349283218384, 0.3202654719352722, 0.25483986735343933, 0.10273122042417526, 0.14194726943969727, -0.03555916249752045, -0.231612429022789, 0.14770707488059998, 0.30469974875450134, -0.015164447948336601, 0.12177997827529907, -0.00033172592520713806, -0.005619168281555176, 0.34866368770599365, 0.004254528321325779, 0.39040303230285645, -0.028792403638362885, 0.26395437121391296, 0.29402095079421997, 0.2793233394622803, 0.39998048543930054, -0.05893366411328316, -0.08425208926200867, 0.004861065186560154, -0.05538378283381462, 0.12476024031639099, -0.09478399902582169, -0.2298952043056488, 0.45954665541648865, -0.11161690950393677, 0.13623468577861786, -0.27293410897254944, -0.1768767535686493, -0.08379846066236496, -0.004159513860940933, -0.15823474526405334, 0.4143930971622467, 0.3002922832965851, -0.4861767590045929, -0.6935861706733704, -0.14709317684173584, -0.37961480021476746, -0.09528328478336334, -0.20036719739437103, -0.13229216635227203, -0.07796011865139008, -0.07643771916627884, -0.058539893478155136, -0.07864489406347275, -0.01813233643770218, -0.23602071404457092, -0.07944859564304352, 0.3913159966468811, 0.031184915453195572, 0.10274375975131989, -0.33746594190597534, 0.02632136642932892, -0.22600655257701874, -0.1348075270652771, 0.0029030656442046165, 0.07150189578533173, -0.3907454311847687, -0.2704067826271057, -0.25229671597480774, 0.22054235637187958, 0.15477332472801208, 0.2386125922203064, 0.28220275044441223, 0.3141096532344818, 0.2633305788040161, -0.24586084485054016, 0.8163977265357971, 0.11005592346191406, 0.09026329219341278, -0.3424340486526489, 0.4572809338569641, 0.2644032835960388, -0.3148430585861206, -0.13193003833293915, 0.37015673518180847, -0.4244968295097351, -0.16544298827648163, -0.4941380023956299, 0.46560782194137573, 0.2517361044883728, 0.18796586990356445, -0.07966313511133194, 0.21471169590950012, -0.09665237367153168, 0.17519637942314148, 0.3489290773868561, 0.8130242824554443, 0.527641773223877, 0.6927814483642578, 0.3849138617515564, 0.3392462134361267, -0.041524071246385574, 0.1232602596282959, 0.31979942321777344, -0.065749891102314, 0.017158232629299164, 0.057860806584358215, 1.9219061136245728, -0.696409285068512, -0.2562512755393982, 0.8198167085647583, -0.019819211214780807, -0.061342328786849976, 0.48643362522125244, -0.4078887403011322, 0.03376113623380661, 0.4382692873477936, -0.022121623158454895, -0.351298451423645, 0.7750973105430603, 0.21733421087265015, -0.0076964544132351875, -0.05657568946480751, 0.16765646636486053, -0.18493248522281647, 0.11822894215583801, 0.44754838943481445, 0.10418511927127838, 0.33475810289382935, 0.06626589596271515, -0.23826491832733154, 0.3578643798828125, -0.19454185664653778, 0.20612065494060516, 0.2790093719959259, -0.30780893564224243, -0.3229410648345947, -0.35256993770599365, -0.02805900014936924, 0.00468016043305397, -0.19756272435188293, 0.11765852570533752, 0.7520170211791992, 7.450416564941406, 1.5107611417770386, 0.11437198519706726, 0.5951494574546814, -0.1358811855316162, 0.003412630409002304, -0.3635169267654419, -0.09811919927597046, -0.3843868374824524, 0.11751817911863327, -0.14050446450710297, -0.31742510199546814, 0.20542220771312714, 0.14697162806987762, 0.48006966710090637, 0.07358895242214203, -0.3603251874446869, -0.22081997990608215, 0.11238787323236465, -0.18624743819236755, -0.12148404866456985, -0.46677619218826294, 0.1176561489701271, 0.16418427228927612, -0.6619475483894348, -0.11255259811878204, -0.041387252509593964, -0.10729235410690308, -0.11868785321712494, -0.007780829444527626, -0.0033224131911993027, -0.31101229786872864, 0.3107077181339264, -0.2849993407726288, 0.08033692836761475, -0.03903164342045784, 0.20278789103031158, -0.0836181789636612, 0.029847871512174606, -0.05536343529820442, -0.2636159062385559, -0.17499321699142456, -0.2400917261838913, -0.030786622315645218, -0.25226065516471863, 0.27030089497566223, 0.12411540746688843, 0.16764000058174133, -0.17290543019771576, 0.012151114642620087, -0.06900863349437714, 0.05881185084581375, 0.14279142022132874, -0.08380966633558273, -0.19824859499931335, -0.1141553744673729, -0.6991742253303528, 0.0498022586107254, 0.153737872838974, -0.07359518855810165, 0.07545473426580429, 0.019130056723952293, 0.13201387226581573, -0.19759227335453033, -0.35147252678871155, 0.14009989798069, 0.03275374695658684, -0.3516545593738556, 0.053809307515621185, 0.10098007321357727, -0.1422317922115326, -0.225087970495224, -0.242484912276268, -0.013052092865109444, 0.27373960614204407, -0.1533917486667633, -0.16132403910160065, -0.23004236817359924, -0.15572358667850494, 0.040239762514829636, -0.1721382886171341, -0.08513054996728897, -0.059739574790000916, -0.12185602635145187, 0.17780351638793945, -0.6599100828170776, 0.21421559154987335, -0.10977378487586975, 0.14928148686885834, 0.31874385476112366, 0.22328273952007294, 0.009893704205751419, 0.005706127732992172, -0.1016101986169815, -0.5235779285430908, 0.28955522179603577, -0.240165114402771, -0.04969805106520653, -0.1235961765050888, 0.3986096978187561, -0.08246651291847229, -0.04480978101491928, -0.2223224639892578, -0.03519401699304581, 0.05967878922820091, -0.3089269995689392, -0.12732775509357452, 0.08552104234695435, 0.7647152543067932, -0.158555805683136, 0.15957292914390564, -0.12642866373062134, -0.04163869470357895, -0.25077497959136963, -0.27591532468795776, -0.44007426500320435, -0.04519742727279663, -0.15891514718532562, 0.1259767860174179, -0.231489360332489, 0.177623450756073, -0.08515305072069168, -0.11806768923997879, -0.24045789241790771, -0.4724358022212982, -0.052960123866796494, 0.3313382863998413, -0.054389528930187225, -0.1516028791666031, -0.20243845880031586, 0.02909110113978386, -0.07059534639120102, -0.36171454191207886, 0.030342834070324898, -0.20317691564559937, -0.16098883748054504, 0.11883566528558731, -0.18794378638267517, 0.04384536296129227, -0.24769411981105804, -0.3344632387161255, -0.5480528473854065, -0.004778435919433832, -0.2765417695045471, -0.10432414710521698, 0.0988248735666275, 0.0046973745338618755, -0.07799229025840759, -0.009387904778122902, 0.005739407613873482, 0.5340761542320251, 0.11076966673135757, -0.17436514794826508, 0.29073458909988403, -0.13411472737789154, -0.0769885778427124, -0.1526118367910385, 0.57012540102005, -0.12632273137569427, 0.188390851020813, -0.05294346436858177, -0.5445855259895325, -0.2036728858947754, 0.06009293720126152, -0.033092960715293884, -0.31476232409477234, -0.20964254438877106, -0.3896339237689972, -0.1807936280965805, -0.16444678604602814, 0.2880384624004364, -0.38972777128219604, 0.04924117401242256, 0.23715633153915405, -0.26712706685066223, -0.19412730634212494, -0.2955830991268158, -0.15149030089378357, -0.441545307636261, 0.45545828342437744, 0.11983872205018997, 0.22606748342514038, -0.10638897120952606, 0.36405524611473083, 0.02549055963754654, 0.15950752794742584, -0.2835704982280731, 0.10547470301389694, -0.20594483613967896, 0.3016926050186157, -0.007314661517739296, -0.3676222264766693, 0.0012805461883544922, -0.14114634692668915, -0.12251133471727371, 0.006529446691274643, 0.4874735176563263, -0.09405969828367233, -0.24169014394283295, -0.2499813437461853, 0.38228657841682434, -0.15678463876247406, -0.0727587416768074, 0.2197754979133606, -0.17821907997131348, -0.25461962819099426, 0.1181427538394928, -0.47579213976860046, -0.09204276651144028, 0.1072578877210617, -0.17547620832920074, 0.01619013585150242, -0.27438119053840637, -0.13116572797298431, -0.2688519358634949, -0.24776339530944824, 0.1474863886833191, -0.2482082098722458, -0.01124197244644165, 0.7274103164672852, -0.4673897624015808, -0.31797412037849426, 0.2684788703918457, -0.013119075447320938, 0.1885807067155838, 0.2512235641479492, -0.1755596399307251, 0.23878851532936096, -0.11753588914871216, 0.5495940446853638, -0.3930439054965973, 0.07416786253452301, -0.05713377147912979, -0.20470136404037476, 0.11013324558734894, 0.1603243201971054, -0.1640990972518921, 0.15212325751781464, -0.1580962985754013, -0.32184532284736633, 0.16137659549713135, -0.30946946144104004, -0.19997510313987732, 0.08674553036689758, 0.1071537658572197, -0.16856436431407928, -0.21537262201309204, 0.11310049891471863, -0.3096142113208771, 0.3311086893081665, -0.1534031182527542, 0.02737049013376236, 0.02113230526447296, 1.4153426885604858, -0.1820669323205948, 0.19621652364730835, -0.12653987109661102, -0.2612575590610504, -0.18731947243213654, 0.16347506642341614, 0.2385941445827484, 0.0248723104596138, 0.2551615536212921, -0.04829386994242668, -0.06871585547924042, -0.05317661538720131, -0.30537518858909607, -0.2632986307144165, -0.161371111869812, -0.062491051852703094, 0.5346669554710388, 0.1835389882326126, 0.3233537971973419, -0.1278265118598938, -0.14088399708271027, -0.040086083114147186, 0.1706710159778595, 0.14539358019828796, -0.31221768260002136, 0.03885558620095253, 0.3214176297187805, -0.07970406860113144, 0.03388305753469467, -0.1028309315443039, 0.18268455564975739, -0.28723785281181335, -0.3657229244709015, 0.1343962699174881, -0.05984274670481682, -0.1522715985774994, -0.3287568688392639, -0.07599849998950958, 0.02980443276464939, -0.022420134395360947, 0.017930150032043457, 0.2089092880487442, 0.4300152063369751, 0.34389933943748474, 0.16123713552951813, -0.2163318693637848, -0.33728092908859253, -0.18158036470413208, -0.27844205498695374, 0.012960296124219894, 0.38580334186553955, -0.3179907500743866, -0.21882976591587067, 0.05538782477378845, -0.17477931082248688, 0.10713102668523788, 0.006992016918957233, 0.06320369243621826, -0.6954924464225769, -0.37387681007385254, -0.0024857206735759974, 0.08277828991413116, 0.4323594570159912, -0.28816649317741394, 0.022660642862319946, 0.1724834144115448, 0.20184555649757385, -0.17424315214157104, -0.07824058830738068, -0.17067162692546844, 0.005553551018238068, 0.35136911273002625, -0.2821689546108246, -0.09246018528938293, 0.23574192821979523, -0.30940866470336914, -0.10155467689037323, -0.1922447234392166, -0.027599623426795006, -0.43461719155311584, -0.08961746096611023, -0.3680700957775116, -0.10772322118282318, -0.07234830409288406, -0.1618712991476059, -0.16519150137901306, 1.68831205368042, -0.3555908799171448, 0.005471449811011553, 0.08680347353219986, 0.03179926052689552, 0.15853719413280487, -0.26669251918792725, -0.16982397437095642, -0.2823215126991272, 0.22679445147514343, 0.007291294634342194, -0.29445797204971313, -0.1089867651462555, 0.061611250042915344, -0.007906736806035042, -0.018059343099594116, 0.11420781910419464, -0.0892152488231659, -0.1546141803264618, 0.3361530900001526, 0.01537515688687563, -0.11789470911026001, -0.3742300570011139, 0.2296736091375351, 0.0962587222456932, 0.011181785725057125, -0.19458065927028656, -0.10826656222343445, 0.21394726634025574, 0.011762678623199463, 0.08252111077308655, 0.05254353955388069, 0.03894462808966637, -0.17279355227947235, -0.12149736285209656, -0.041538067162036896, -0.10650870203971863, -0.26788729429244995, 0.23359443247318268, 0.07276427000761032, 0.05514519661664963, -0.10815611481666565, -0.06277777999639511, -0.1531221717596054, -0.18740321695804596, 0.11899764835834503, -0.3864670693874359, -0.44652029871940613, -0.3045481741428375, -0.09094547480344772, -0.0071717798709869385, 0.09621703624725342, 0.15366050601005554, 0.028888937085866928, 0.014221148565411568, -0.3352898955345154, -0.0799221396446228, -0.4211796522140503, 0.1287810355424881, 0.2658827006816864, 0.11895012855529785, -0.06061619892716408, -0.06448924541473389, 0.25439953804016113, -0.16531920433044434, -0.3430168628692627, 0.09681051969528198, 0.2636415660381317, 2.2897846698760986, -0.019993670284748077, 0.6291210055351257, -0.5394853353500366, -0.1125660240650177, 0.04411676153540611, 0.2815069556236267, -0.089519202709198, -0.21332401037216187, 0.2473294883966446, -0.33125704526901245, -0.06323866546154022, -0.16225165128707886, -0.25763198733329773, -0.25858452916145325, -0.14947302639484406, -0.036152541637420654, -0.41401973366737366, 0.27024248242378235, 0.3261367678642273, 0.007957756519317627, -0.013179833069443703, 0.10821866244077682, -0.10838155448436737, 0.1280793398618698, -0.2605774402618408, 0.20962032675743103, -0.31944698095321655, -0.11137337982654572, -0.037386029958724976, -0.21100303530693054, -0.3841569721698761, 0.0521373488008976, -0.04625969007611275, 0.5281873345375061, -0.29605284333229065, -0.10377639532089233, -0.2585749328136444, 0.09460972249507904, 0.25973618030548096, 0.20163936913013458, -0.0700608342885971, -0.034834425896406174, 0.1904851794242859, 0.35805365443229675, -0.06806136667728424, -0.16373273730278015, 0.07812503725290298, 0.20252545177936554, -0.20034149289131165, 0.1872657835483551, -0.16601991653442383, -0.23646090924739838, -0.07973210513591766, 0.019351845607161522, 0.3748144507408142, -0.08367232978343964, -0.23115147650241852, -0.5328425168991089, 0.4934704005718231, 0.029317619279026985, -0.5636197924613953, -0.09347200393676758, -0.07868455350399017, 0.06717036664485931, -0.039388615638017654, 0.0652615875005722, -0.13735049962997437, -0.31800752878189087, 0.17484891414642334, -0.45913931727409363, -0.30571722984313965, 0.15550203621387482, 0.16006481647491455, 0.10115882754325867, -0.1752295047044754, -0.09312416613101959, -0.3272930681705475, -0.3861701786518097, -0.3094395399093628, 0.22754095494747162, -0.1220516562461853, 0.045023731887340546, 1.7237043380737305, -0.2023484706878662, 0.04411640390753746, -0.14472749829292297, 0.11777660995721817, -0.17851024866104126, -0.029141105711460114, 0.4899365305900574, 0.04612519219517708, -0.04171393811702728, -0.06484107673168182, -0.17031514644622803, -0.007534405682235956, 3.912001609802246, -0.38828152418136597, 0.0063202157616615295, 0.17386415600776672, 0.3669852614402771, -0.3701211214065552, 0.6051934957504272, -0.3007059693336487, -0.10452432930469513, -0.11080923676490784, -0.05802209675312042, 0.10220113396644592, -0.010832006111741066, 0.17937763035297394, -0.11239614337682724, -0.0041470006108284, -0.1823926419019699, 0.05988038331270218, 0.03144783526659012, -0.13935452699661255, -0.3790631890296936, -0.03207704424858093, 0.210122749209404, -0.15613558888435364, -0.1714724451303482, -0.15198414027690887, -0.15064184367656708, -0.019904259592294693, 0.0045934878289699554, -0.07192402333021164, 0.10106287151575089, -0.0526580810546875, 0.2964305877685547, -0.06787580251693726, -0.055282000452280045, -0.1802738606929779, -0.06219038367271423, 0.0332874059677124, 0.31913265585899353, -0.39591675996780396, 0.025219498202204704, 0.11865708976984024, 0.08329755067825317, -0.004360310733318329, -0.06909257918596268, -0.30020585656166077, -0.0010294076055288315, -0.2828982472419739, 0.18983995914459229, -0.10483524203300476, -0.45223698019981384, -0.021668557077646255, -0.1671575903892517, -0.01977672427892685, -0.2133989781141281, -0.12087225168943405, 0.15369313955307007, -0.0627966821193695, 0.04868753254413605, -0.1909826099872589, 0.1237771287560463, 0.19965514540672302, -0.19324995577335358, -0.23569642007350922, -0.19367609918117523, -0.20519296824932098, 0.43501710891723633, 0.599850058555603, 0.09928035736083984, 0.09303788840770721, 0.07176631689071655, 0.08623543381690979, 0.21671739220619202, -0.19623441994190216, -0.12678180634975433, -0.3933490812778473, -0.01640819013118744, -0.06722477078437805, 0.23466892540454865, -0.0674910694360733, -0.09514842927455902, -0.045858047902584076, -0.0694873258471489, -0.440327525138855, -0.35764461755752563, 0.13645823299884796, 0.06471167504787445, 0.2875727415084839, 0.15610651671886444, -0.05436830222606659, -0.0007925070822238922, -0.12675723433494568]\n",
"Label: 5, [0.4454260468482971, 0.08051631599664688, 0.031820882111787796, -0.05300512537360191, 0.39931899309158325, 0.27123722434043884, -0.5476163625717163, -0.3099603056907654, -0.2269468754529953, -0.27440786361694336, 0.6200476288795471, -0.08009117841720581, -0.17051301896572113, -0.5357643961906433, -0.0038944322150200605, -0.21226271986961365, -0.08342738449573517, -0.3672321140766144, -0.4783058762550354, -0.3478408753871918, -0.01114179939031601, 0.8625823259353638, -0.4011475443840027, -0.4257216155529022, -0.4296762943267822, 0.007412937935441732, 0.7121723294258118, 0.16957412660121918, 0.24501538276672363, 0.5147144198417664, -0.2702707052230835, -0.07217635214328766, 0.31158575415611267, -0.004653568379580975, -0.15642665326595306, -0.04554165154695511, 0.027351245284080505, -0.41676783561706543, 0.5237398743629456, -0.07525474578142166, -0.1523960828781128, 0.20215603709220886, -0.048028357326984406, 0.16590435802936554, 0.21082241833209991, 0.04314246401190758, -0.276378333568573, 0.32123327255249023, -0.13431484997272491, -0.460907518863678, -0.28394076228141785, 0.5123276710510254, -0.04367785155773163, -0.26754188537597656, -0.3030130863189697, -0.47019386291503906, -0.46462446451187134, -0.2578901946544647, -0.3302198648452759, 0.5008770227432251, -0.4546530842781067, -0.5672305822372437, -0.19635584950447083, -0.03102193959057331, 0.27051055431365967, 0.007216131314635277, 0.4201260805130005, -0.6442690491676331, 0.3498658239841461, -0.10708142817020416, -0.03230510652065277, -0.05167945474386215, -0.10399220883846283, 0.8388800621032715, -0.5008335113525391, -0.2016003578901291, -0.48044443130493164, -0.3733128309249878, 0.48028361797332764, -0.33445608615875244, 0.6666042804718018, -0.13961845636367798, -0.009215746074914932, 0.7344412207603455, -0.39793914556503296, -0.5502685308456421, 0.02053980529308319, -0.2777121663093567, -0.03897776082158089, -0.13438226282596588, -0.05273842439055443, 0.025299277156591415, 0.9032602906227112, -0.05225226655602455, -0.10298105329275131, 0.644242525100708, -0.30901899933815, -0.27363312244415283, 0.3355411887168884, 0.19643346965312958, 0.08381906151771545, -0.019315356388688087, -0.12659083306789398, 0.39146605134010315, -0.34503504633903503, -0.49992090463638306, -0.16087639331817627, -0.12762926518917084, -9.383633732795715e-05, 0.012336235493421555, -0.1765635460615158, 0.28025293350219727, -0.39726629853248596, 0.15408584475517273, -0.17006850242614746, -0.26141226291656494, -0.06404446065425873, 0.09175094962120056, -0.20007126033306122, -0.4176125228404999, 0.04252950847148895, -0.15100499987602234, 0.054408010095357895, -0.4579325318336487, -0.18280552327632904, -0.32664260268211365, 0.5294605493545532, -0.3204970955848694, 0.3436264991760254, -0.1841197907924652, -0.1720985770225525, -0.32687675952911377, -0.1413649618625641, -0.18486332893371582, -0.1917833834886551, 0.19561614096164703, 0.05947347730398178, -0.21115729212760925, -0.44352731108665466, -0.15756790339946747, 0.05840234458446503, -0.09313499927520752, 0.1465720385313034, -0.14524362981319427, -0.01106226071715355, -0.09502804279327393, 0.150470569729805, -0.07529137283563614, 0.05531875789165497, 0.46791914105415344, -0.05325525999069214, 0.002784756012260914, -0.07222460955381393, -0.09657701849937439, -0.011468784883618355, 0.13969731330871582, -0.23819096386432648, -0.14220543205738068, -0.1560506820678711, -0.08176043629646301, -0.22117482125759125, 0.12977322936058044, -0.0887012779712677, -0.02421223372220993, -0.41171711683273315, -0.06118158623576164, -0.3344491124153137, 0.04651563987135887, -0.18370461463928223, -0.08114086091518402, -0.20888246595859528, -0.29587939381599426, -0.024693641811609268, -0.020518001168966293, 0.08953259885311127, -0.03687256574630737, -0.3398267924785614, 0.06654076278209686, -0.09456828236579895, -0.023000309243798256, -0.12658601999282837, -0.01169522199779749, 0.3886825740337372, 0.07054083049297333, 0.20636829733848572, 0.2540656626224518, -0.05831843614578247, -0.16683970391750336, 0.09363152086734772, -0.02483820915222168, 0.2130943238735199, -0.11067791283130646, -0.11784079670906067, -0.07225300371646881, 0.15724828839302063, 0.047770049422979355, -0.2212623655796051, -0.08111032843589783, -0.05189568176865578, 0.05715479329228401, -0.22147533297538757, -0.27711156010627747, -0.053950004279613495, -0.16607056558132172, -0.19160369038581848, -0.1320168673992157, 0.12387608736753464, -0.000785081647336483, -0.025017879903316498, -0.13764576613903046, -0.025505324825644493, 0.029131075367331505, 0.0055408962070941925, -0.3504105806350708, -0.06446874141693115, -0.19780509173870087, 0.2757849097251892, -0.04117754474282265, -0.169007807970047, -0.09365758299827576, 0.2526092827320099, 0.09320135414600372, 0.06347505748271942, -0.18609273433685303, -0.23306754231452942, -0.10451720654964447, -0.04451671987771988, 0.075920969247818, 0.1742950826883316, 0.051291920244693756, -0.014773771166801453, -0.02561108022928238, -0.1710224598646164, -0.31618577241897583, 0.1309908628463745, -0.029734468087553978, 0.0733066201210022, -0.11656525731086731, -0.160557359457016, -0.07158653438091278, -0.1402777135372162, 0.06304340809583664, -0.14386330544948578, -0.2890626788139343, -0.16463303565979004, -0.19765499234199524, -0.25442665815353394, -0.18543562293052673, -0.11892625689506531, -0.15238046646118164, 0.043326884508132935, -0.15099363029003143, -0.1943710893392563, 0.04358089715242386, -0.04546069726347923, -0.2463146299123764, -0.1251576542854309, -0.07342361658811569, -0.09217764437198639, -0.12498758733272552, -0.1081400215625763, -0.2990257143974304, -0.2458217889070511, -0.279829740524292, -0.27212977409362793, -0.05954567715525627, -0.11429766565561295, -0.06852485239505768, 0.26615074276924133, -0.17604458332061768, 0.021294988691806793, -0.20586667954921722, -0.2316582351922989, 0.04466741532087326, 0.1514371931552887, -0.200150266289711, 0.06586043536663055, 0.09440528601408005, 0.030136067420244217, 0.16905084252357483, -0.18616710603237152, -0.09931714832782745, -0.16713327169418335, -0.04777450114488602, -0.2622218132019043, -0.008802018128335476, 0.24595226347446442, -0.10043570399284363, -0.04858486354351044, -0.035555850714445114, -0.08607654273509979, -0.03976317495107651, 0.04840875416994095, -0.07652158290147781, 0.2236267626285553, -0.12001364678144455, 0.007456691935658455, -0.21598653495311737, -0.11962316185235977, -0.015034109354019165, 0.03726378455758095, -0.24477878212928772, 0.30922776460647583, 0.26706549525260925, -0.4373592734336853, -0.49796009063720703, -0.12301399558782578, -0.3265477418899536, -0.09372635930776596, -0.1752055436372757, -0.04145432263612747, -0.08977574110031128, 0.013837304897606373, 0.09248138964176178, -0.24740979075431824, -0.06730630993843079, -0.23823726177215576, -0.02334667183458805, 0.29319849610328674, 0.2662196755409241, -0.10692742466926575, -0.31104689836502075, 0.03148392587900162, -0.08524603396654129, -0.022067181766033173, 0.1555936336517334, 0.1760827898979187, -0.1885400116443634, -0.13867788016796112, -0.336857408285141, 0.14382876455783844, 0.1829671710729599, -0.14023587107658386, -0.1279960423707962, 0.22631396353244781, 0.18149349093437195, -0.29313597083091736, 0.4697912931442261, -0.09295868128538132, 0.019599203020334244, -0.2235269695520401, 0.14094281196594238, -0.0574244000017643, -0.21188436448574066, -0.30001646280288696, 0.18373751640319824, -0.4981793761253357, -0.11462265253067017, -0.6879072785377502, 0.06272801011800766, 0.1555006057024002, 0.13554280996322632, -0.1103779748082161, 0.26298874616622925, -0.20726901292800903, -0.15916922688484192, 0.026307646185159683, 0.49852636456489563, 0.07991895824670792, 0.09092070907354355, 0.1694989949464798, 0.27721720933914185, -0.03481623902916908, 0.19417643547058105, 0.09966582804918289, -0.15149545669555664, -0.04511726647615433, -0.19790765643119812, 1.6324641704559326, -0.5331202745437622, -0.1935274749994278, 0.5372406840324402, -0.13193728029727936, -0.28370171785354614, 0.27612054347991943, -0.2292313426733017, 0.010349282994866371, 0.18411315977573395, -0.12726722657680511, -0.29097944498062134, 0.5882887244224548, 0.12470290064811707, -0.07140986621379852, 0.09491080045700073, 0.08012853562831879, -0.13100863993167877, 0.06368641555309296, 0.14789921045303345, -0.09332581609487534, 0.3952367901802063, -0.21851839125156403, -0.1349729746580124, 0.46255844831466675, 0.26676902174949646, 0.02934160642325878, 0.3080728352069855, -0.049000173807144165, -0.30922532081604004, -0.283172070980072, 0.24104651808738708, 0.12491409480571747, -0.14780043065547943, 0.012315940111875534, 0.5908352732658386, 7.491973400115967, 3.327700138092041, 0.15065531432628632, 0.6135493516921997, -0.1233634501695633, 0.15631893277168274, -0.3243611454963684, -0.07732757925987244, -0.31796345114707947, 0.09685442596673965, -0.1706557720899582, -0.2206743359565735, 0.252258837223053, 0.3897032141685486, 0.39209944009780884, 0.05407767742872238, -0.12935146689414978, -0.16074465215206146, 0.14371390640735626, -0.0686735138297081, -0.16484768688678741, -0.2717621326446533, 0.26592880487442017, 0.2013244330883026, -0.51471346616745, -0.11021420359611511, -0.01872275210916996, -0.09210948646068573, -0.12618309259414673, 0.13825908303260803, -0.11518306285142899, -0.2054009586572647, 0.3340429365634918, -0.31468313932418823, -0.027892855927348137, -0.04506491869688034, 0.041696034371852875, -0.14300638437271118, 0.1639491319656372, -0.050524692982435226, -0.3154211938381195, -0.15917766094207764, -0.05453505367040634, -0.05985080078244209, 0.048097703605890274, 0.21821576356887817, 0.19316117465496063, 0.1924000233411789, -0.3706966042518616, 0.10841761529445648, -0.21843251585960388, -0.0938682109117508, 0.18900494277477264, -0.023520678281784058, -0.2840763330459595, -0.011322179809212685, -0.6327217221260071, 0.18718065321445465, 0.21203884482383728, -0.07954288274049759, 0.11283420771360397, 0.09008985012769699, 0.09797829389572144, -0.1894049197435379, -0.38197293877601624, 0.28560078144073486, 0.09585912525653839, -0.4495793282985687, 0.02990827150642872, 0.5824341773986816, 0.21605201065540314, -0.22383850812911987, -0.14896488189697266, 0.10546649992465973, 0.4153267741203308, -0.1562715768814087, -0.013564184308052063, -0.3303590714931488, -0.10991470515727997, 0.14956705272197723, -0.07903267443180084, -0.18743105232715607, -0.04018871486186981, -0.07228061556816101, 0.06397770345211029, -0.6634096503257751, 0.39699211716651917, -0.10109575092792511, 0.005739517044275999, 0.3650338351726532, 0.07485250383615494, 0.14785221219062805, 0.023250339552760124, 0.29478922486305237, -0.43978220224380493, 0.17783533036708832, -0.09912596642971039, -0.03333810716867447, -0.1755165010690689, 0.32711392641067505, -0.2488279491662979, 0.16105498373508453, -0.20698785781860352, -0.08362063765525818, -0.11594720184803009, -0.3739584684371948, -0.28365886211395264, 0.29132941365242004, 0.6950313448905945, -0.06413944810628891, 0.1536889672279358, -0.15342122316360474, 0.0021041706204414368, 0.0257356446236372, -0.30078619718551636, -0.465231716632843, 0.1710232049226761, -0.24197350442409515, -0.011262979358434677, -0.27532291412353516, 0.21079406142234802, 0.05770564824342728, -0.0069684479385614395, -0.32964760065078735, -0.19816559553146362, 0.11112914979457855, 0.3137674629688263, 0.01363535225391388, -0.08352690935134888, -0.2477966994047165, 0.03413671255111694, -0.11445630341768265, -0.48227545619010925, -0.11726218461990356, -0.10643699020147324, -0.15994924306869507, 0.024223487824201584, -0.2533462643623352, 0.1742478758096695, -0.29102158546447754, -0.2640641927719116, -0.46002182364463806, 0.10737819224596024, -0.19370195269584656, 0.028544019907712936, 0.01079372875392437, -0.033508703112602234, -0.22384454309940338, -0.05891193449497223, 0.20542187988758087, 0.0560179203748703, 0.04083533212542534, -0.11463168263435364, 0.28297558426856995, -0.17220143973827362, -0.07958145439624786, -0.10699351131916046, 0.5280748009681702, -0.1203615739941597, 0.17200057208538055, 0.022329561412334442, -0.34047824144363403, -0.24954701960086823, -0.015227705240249634, -0.1943991482257843, -0.16441117227077484, -0.280566543340683, -0.29312068223953247, -0.2222496122121811, -0.20556281507015228, 0.21312598884105682, -0.4405849277973175, 0.12295347452163696, 0.22067981958389282, -0.05985008180141449, -0.16942298412322998, -0.3280673623085022, -0.11419373750686646, -0.44899260997772217, 0.7167317867279053, 0.3430526852607727, 0.11408665776252747, -0.07229656726121902, 0.4908272325992584, 0.05361797660589218, 0.15666566789150238, -0.3295706510543823, 0.04332118108868599, -0.3098851144313812, 0.22184987366199493, 0.19504284858703613, -0.18075405061244965, -0.08128340542316437, -0.12260277569293976, -0.17446762323379517, 0.012093022465705872, 0.6786485314369202, -0.20467498898506165, 0.08852159976959229, -0.18647430837154388, 0.3771578073501587, -0.20558716356754303, 0.018846901133656502, 0.06830953061580658, 0.12200623750686646, -0.14350087940692902, 0.15789097547531128, -0.4088467061519623, 0.5834691524505615, 0.02634662762284279, -0.07353777438402176, -0.09259860962629318, -0.20108386874198914, -0.14306123554706573, -0.2532854378223419, -0.3071093261241913, 0.1379881054162979, -0.19529494643211365, 0.033296115696430206, 0.9290595054626465, -0.1164405345916748, -0.3152868151664734, 0.44394078850746155, 0.21533405780792236, 0.32845476269721985, 0.23104389011859894, -0.18005284667015076, 0.30756399035453796, -0.029767660424113274, 0.5133781433105469, -0.4153992235660553, 0.1919838786125183, -0.03046606108546257, -0.17371582984924316, 0.338860422372818, 0.2110230177640915, -0.1960330754518509, 0.1572106033563614, -0.19784140586853027, -0.2634718418121338, 0.0614507719874382, -0.33998000621795654, -0.045043252408504486, -0.059093065559864044, 0.18272961676120758, -0.2665063142776489, -0.06870901584625244, 0.06204172596335411, -0.21369817852973938, 0.19173961877822876, -0.13999228179454803, -0.0423307940363884, 0.17208465933799744, 1.2748063802719116, -0.16403107345104218, 0.12320291996002197, -0.10605953633785248, -0.1863030195236206, -0.07143036276102066, -0.05737590789794922, 0.29960134625434875, -0.08167485892772675, 0.05904078483581543, 0.11371327191591263, 0.06040448695421219, -0.04320143535733223, -0.30487701296806335, -0.20910874009132385, -0.29971790313720703, -0.11764811724424362, 0.4043619632720947, 0.193673774600029, 0.19972844421863556, -0.060822561383247375, -0.07226420938968658, -0.022286685183644295, 0.31447720527648926, 0.13892388343811035, -0.05147666856646538, -0.08391585946083069, 0.31591641902923584, -0.06296949833631516, -0.12916311621665955, 0.11556914448738098, 0.8411594033241272, -0.36968693137168884, -0.4632871150970459, 0.20010389387607574, -0.027288571000099182, 0.1090255081653595, -0.37093445658683777, 0.06303809583187103, 0.12736773490905762, 0.1277073472738266, 0.20608483254909515, 0.15478600561618805, 0.758723258972168, 0.31497958302497864, 0.08274181187152863, 0.04256631061434746, -0.2391355186700821, -0.1610187441110611, -0.3923778831958771, 0.02108408324420452, 0.5120494961738586, -0.3038403391838074, -0.2782740890979767, 0.0681726261973381, -0.1098528802394867, 0.31086307764053345, 0.07805988937616348, 0.40387842059135437, -0.7022313475608826, -0.36478981375694275, 0.005897624418139458, -0.021249884739518166, 0.21692124009132385, -0.2683325409889221, -0.04039684310555458, 0.2518494427204132, 0.040048837661743164, -0.12720705568790436, -0.02668328583240509, -0.0638783872127533, -0.026068881154060364, 0.3702916204929352, -0.24240508675575256, -0.16431556642055511, 0.2371920794248581, -0.052580300718545914, -0.048848241567611694, -0.039181679487228394, 0.08686035126447678, -0.49519670009613037, -0.14420931041240692, -0.33444756269454956, -0.25317734479904175, -0.1794595867395401, -0.12280435860157013, -0.19691145420074463, 1.8209806680679321, -0.28181105852127075, -0.15956056118011475, 0.22961969673633575, 0.0401255302131176, 0.2694244980812073, -0.26627641916275024, -0.10672759264707565, -0.3180285096168518, 0.2228025197982788, 0.12669587135314941, -0.0815029963850975, -0.07719430327415466, -0.10106567293405533, -0.19761162996292114, -0.09718827158212662, 0.3771135210990906, -0.1741083860397339, -0.260233074426651, 0.24818213284015656, 0.0027850577607750893, -0.20198605954647064, -0.24467667937278748, 0.3620142340660095, 0.23203806579113007, 0.19455575942993164, -0.21722155809402466, 0.1396612524986267, 0.21778424084186554, -0.19489213824272156, 0.012495212256908417, 0.012486868537962437, 0.19550363719463348, 0.08623682707548141, -0.20258909463882446, 0.07407967746257782, 0.06766380369663239, -0.2220647633075714, 0.1442091464996338, 0.03852006047964096, -0.026775414124131203, -0.20962059497833252, -0.09197636693716049, 0.19221940636634827, -0.27154454588890076, 0.3089035451412201, -0.4840475916862488, -0.36520087718963623, -0.4320736825466156, -0.17669734358787537, 0.1569785177707672, 0.06932353973388672, 0.1345137506723404, -0.04428482428193092, 0.10911516100168228, -0.09684577584266663, -0.021599464118480682, -0.36482560634613037, 0.0016348036006093025, 0.1653197854757309, 0.19297954440116882, -0.3174029588699341, -0.10252857208251953, 0.3758135437965393, 0.019921965897083282, -0.2359911948442459, 0.16643685102462769, 0.4948328733444214, 1.8517731428146362, 0.05680655688047409, 0.674953281879425, -0.34632012248039246, -0.1243293285369873, 0.0372774712741375, 0.5700469017028809, -0.15576516091823578, -0.3401612341403961, 0.19030913710594177, -0.3339606523513794, -0.21232013404369354, -0.21718144416809082, -0.2220795750617981, -0.08432925492525101, -0.26999691128730774, 0.08511291444301605, -0.2789236903190613, 0.2296476811170578, 0.44642531871795654, 0.09382962435483932, 0.6186880469322205, 0.05607510358095169, 0.3754958510398865, -0.017835404723882675, -0.07285244762897491, 0.05194282904267311, -0.14180083572864532, -0.17731885612010956, -0.34583786129951477, -0.13126271963119507, 0.04815135896205902, 0.1930655688047409, -0.12082082033157349, 0.7121647000312805, -0.39519062638282776, -0.14903144538402557, -0.03635799512267113, -0.24552814662456512, 0.21790961921215057, 0.31199735403060913, -0.11458130180835724, -0.15692372620105743, -0.021284764632582664, 0.4053204655647278, 0.037155356258153915, -0.1765357255935669, 0.08903010934591293, 0.3846931755542755, 0.023126160725951195, 0.12704922258853912, -0.15724581480026245, -0.32166534662246704, -0.15497355163097382, 0.05947912484407425, 0.4121083915233612, -0.03091680258512497, -0.17350457608699799, -0.47026291489601135, 0.568621814250946, -0.015787653625011444, -0.48492804169654846, -0.11111883819103241, -0.15526294708251953, 0.010812032967805862, -0.016712497919797897, 0.1498635709285736, -0.08456699550151825, -0.26691579818725586, 0.42039573192596436, -0.5532421469688416, -0.24212999641895294, 0.26839324831962585, 0.1268363744020462, 0.08915868401527405, -0.14531104266643524, -0.10330218076705933, -0.18268011510372162, -0.2870006263256073, -0.1590231955051422, 0.5970080494880676, -0.421949177980423, 0.21057268977165222, 2.0327470302581787, -0.05263676866889, 0.08693841844797134, 0.046813853085041046, 0.14294570684432983, -0.06131504848599434, 0.12179473042488098, 0.4274432361125946, 0.13328999280929565, 0.2036704570055008, -0.0368543416261673, 0.14239056408405304, -0.15196432173252106, 3.8718245029449463, -0.3816136121749878, 0.06969115883111954, 0.2724444568157196, 0.13475362956523895, -0.1651505082845688, 0.7020360231399536, -0.4257184565067291, 0.4245169460773468, -0.15016832947731018, -0.11599604785442352, 0.2219403088092804, 0.20766310393810272, 0.3116746246814728, -0.17166264355182648, 0.0005103833973407745, -0.11031828075647354, 0.004423092119395733, -0.10217869281768799, -0.2658940553665161, -0.19267457723617554, -0.032645195722579956, 0.08854105323553085, -0.055844441056251526, -0.2312980592250824, -0.1863328516483307, -0.11406295001506805, 0.02837138995528221, -0.022060103714466095, -0.061685431748628616, 0.09606273472309113, 0.012744917534291744, 0.4626518785953522, -0.08514044433832169, -0.09627196192741394, -0.21803024411201477, -0.03003813326358795, -0.039057619869709015, 0.39597609639167786, -0.1889658272266388, -0.02691221423447132, 0.01860496588051319, -0.019633371382951736, 0.15347516536712646, 0.047080036252737045, -0.1377175748348236, 0.1258743405342102, -0.2670500874519348, 0.13319826126098633, -0.08919060975313187, 0.3479428291320801, 0.016446702182292938, -0.027910709381103516, -0.10861435532569885, -0.18710294365882874, -0.11074074357748032, 0.14742110669612885, -0.063498355448246, 0.13809221982955933, -0.1362224519252777, 0.2838062644004822, 0.13961365818977356, -0.20554646849632263, -0.12082158774137497, -0.0385262630879879, 0.011399798095226288, 0.05826649069786072, 0.5821954607963562, -0.1254132091999054, 0.04998016729950905, 0.181335911154747, -0.033620335161685944, -0.09751296043395996, -0.0689556896686554, 0.010180572047829628, -0.18862903118133545, 0.04246525093913078, -0.02787507325410843, 0.22069913148880005, -0.052019719034433365, 0.027428239583969116, -0.040435828268527985, 0.0020582303404808044, -0.4046977460384369, -0.20192402601242065, -0.00042697787284851074, -0.060834214091300964, 0.1281413584947586, -0.10672104358673096, -0.13320472836494446, 0.22466924786567688, 0.07495048642158508]\n",
"Label: 5, [0.363039493560791, 0.06270845234394073, -0.4517208933830261, -0.09807906299829483, 0.10223278403282166, 0.419094979763031, -0.7057058215141296, -0.37698838114738464, -0.2716706395149231, -0.29210254549980164, 0.7728171348571777, -0.03269003704190254, -0.23960481584072113, -0.6642428040504456, -0.15041300654411316, -0.2400234192609787, -0.020161215215921402, -0.4898574948310852, -0.27444517612457275, -0.29739728569984436, 0.0109328031539917, 1.1294819116592407, -0.6222079396247864, -0.4523089826107025, -0.5031833052635193, -0.15455268323421478, 0.6230993866920471, -0.05695198476314545, 0.137313574552536, 0.4807991087436676, -0.46763524413108826, 0.006311649456620216, 0.45398253202438354, 0.1447487771511078, -0.20346106588840485, -0.06639440357685089, 0.07531826198101044, -0.4600318372249603, 0.3504308760166168, -0.2567117214202881, -0.12513253092765808, 0.2550613284111023, -0.09371267259120941, 0.39141568541526794, 0.04427199438214302, -0.1451835036277771, -0.3917156159877777, 0.3764696419239044, -0.23085857927799225, -0.5151258111000061, -0.56430584192276, 0.11960063129663467, 0.04497150704264641, -0.37543153762817383, -0.38922005891799927, -0.6554087400436401, -0.5621569156646729, -0.32787269353866577, -0.4812021553516388, 0.5929754972457886, -0.5267664790153503, -0.4718931317329407, -0.13425186276435852, 0.024585969746112823, 0.3284904360771179, 0.06917358934879303, 0.06355239450931549, -0.7305713295936584, 0.2777485251426697, -0.04738788306713104, 0.12966033816337585, -0.03768148273229599, -0.027935989201068878, 1.0955612659454346, -0.6405476927757263, -0.30649882555007935, -0.40325844287872314, -0.5593702793121338, 0.4534115791320801, -0.35980403423309326, 0.911013126373291, -0.21669477224349976, -0.11874237656593323, 0.4113256633281708, -0.471537321805954, -0.6030804514884949, 0.015367362648248672, -0.32022368907928467, -0.166824609041214, -0.21440011262893677, -0.28421562910079956, 0.21900348365306854, 0.47139328718185425, 0.1502019464969635, -0.38252606987953186, 0.9489933848381042, -0.2767973840236664, -0.42796826362609863, 0.4216976463794708, 0.12469540536403656, -0.13568919897079468, 0.016888637095689774, -0.2198844701051712, 0.46778011322021484, -0.3011128604412079, -0.5920113921165466, -0.17488303780555725, -0.143022820353508, -0.20037344098091125, -0.052739135921001434, -0.08115264773368835, 0.03951384872198105, -0.5863438844680786, -0.02007306180894375, -0.3447604775428772, -0.3236505687236786, -0.040166471153497696, 0.17082662880420685, -0.09479174017906189, -0.36943042278289795, -0.13458742201328278, -0.260556161403656, 0.10007360577583313, -0.5430262088775635, -0.2903948426246643, -0.2924112379550934, 0.6060532331466675, -0.40460532903671265, 0.8187928199768066, -0.11994761973619461, -0.1646663248538971, -0.4609939754009247, -0.13073955476284027, -0.286751389503479, -0.3404342532157898, 0.20960326492786407, -0.01935116946697235, -0.5305444002151489, -0.49660947918891907, -0.17814134061336517, -0.07957366108894348, -0.4082508087158203, -0.04316752776503563, -0.12367420643568039, -0.01674465462565422, -0.03556224703788757, 0.5273674130439758, 0.07699117064476013, 0.0022912975400686264, 0.5570154786109924, 0.23277993500232697, -0.011866031214594841, -0.08614186942577362, -0.0591156929731369, -0.001511676236987114, 0.09834104031324387, -0.13572613894939423, -0.03099697083234787, -0.271800696849823, -0.01179203949868679, -0.04864634573459625, 0.24910511076450348, 0.026976626366376877, 0.09913283586502075, -0.30363932251930237, 0.01307646557688713, -0.2275824099779129, 0.06501699984073639, 0.014377988874912262, 0.015231695026159286, 0.09570087492465973, -0.20947636663913727, -0.0489419549703598, 0.03396857529878616, 0.07095476984977722, 0.21697676181793213, -0.2831144332885742, 0.3238956332206726, 0.13970305025577545, -0.00405320106074214, -0.0587228462100029, 0.17153805494308472, 0.3902927339076996, 0.13398773968219757, 0.2155287265777588, 0.2815987467765808, 0.13565365970134735, 0.019979411736130714, 0.12849238514900208, 0.016690494492650032, 0.2428164780139923, 0.01995350420475006, 0.19206874072551727, -0.04128269478678703, 0.31915202736854553, -0.0004914887249469757, -0.19524742662906647, -0.001184903085231781, -0.0026190467178821564, 0.1922820806503296, -0.008872500620782375, -0.23996157944202423, 0.0006756745278835297, 0.08366909623146057, 0.05214766040444374, -0.1293712556362152, 0.21372689306735992, 0.005556242540478706, 0.06560348719358444, 0.06044091284275055, 0.059237319976091385, 0.016428882256150246, 0.09253629297018051, -0.14466018974781036, 0.0634959414601326, -0.1940268576145172, 0.17631593346595764, -0.013818800449371338, -0.09501633048057556, -0.11266526579856873, 0.19513216614723206, 0.14439678192138672, 0.2598359286785126, -0.1601247489452362, -0.25447240471839905, -0.031027138233184814, 0.21199072897434235, 0.38855862617492676, 0.3427466154098511, 0.08097320795059204, -0.01943286508321762, -0.022384054958820343, -0.039017241448163986, -0.2941421568393707, 0.005517907440662384, 0.20320624113082886, 0.00141818355768919, -0.1238023042678833, -0.047536253929138184, -0.07782664895057678, -0.09018296003341675, -0.09380453824996948, -0.28990304470062256, -0.11087602376937866, -0.12111737579107285, -0.012271903455257416, -0.05615188926458359, -0.14636453986167908, -0.0011595189571380615, -0.38734984397888184, 0.018809746950864792, -0.17238478362560272, 0.08450940996408463, 0.04086003080010414, -0.04391000047326088, -0.15897440910339355, -0.055599506944417953, 0.08380896598100662, -0.14186587929725647, 0.03456283360719681, -0.09646277129650116, -0.26285266876220703, -0.20408624410629272, -0.23528854548931122, -0.05950534716248512, -0.2641523778438568, 0.06469786167144775, -0.023471849039196968, 0.10000327974557877, -0.07388002425432205, 0.0700235366821289, -0.2964252233505249, -0.16764666140079498, 0.08763701468706131, 0.23459143936634064, -0.14848865568637848, -0.004647522233426571, 0.20036859810352325, -0.025211554020643234, 0.25076666474342346, -0.1345575898885727, -0.0868711769580841, -0.32318592071533203, -0.08388324081897736, -0.09111614525318146, -0.09492902457714081, 0.3264162540435791, -0.235050767660141, -0.1712583601474762, -0.040950555354356766, -0.027035603299736977, 0.0435572974383831, 0.06964926421642303, -0.16435715556144714, 0.11680655181407928, -0.1264256089925766, -0.04542858898639679, -0.308687686920166, -0.0516105480492115, -0.09257123619318008, -0.17887981235980988, -0.18380960822105408, 0.625572681427002, 0.17185811698436737, -0.5799890756607056, -0.7651177048683167, -0.20396459102630615, -0.2986697554588318, -0.3048441410064697, -0.2599817216396332, -0.09235364198684692, -0.12521162629127502, -0.1913727968931198, 0.03352220728993416, -0.04131718724966049, -0.005175590515136719, -0.2622818052768707, -0.12823233008384705, 0.44337478280067444, 0.013361617922782898, 0.12005715072154999, -0.3458908796310425, 0.13266725838184357, -0.06658002734184265, -0.12111224979162216, -0.017042644321918488, 0.06312524527311325, -0.38733604550361633, -0.35995781421661377, -0.4004766345024109, -0.003038344904780388, 0.37906599044799805, 0.039498284459114075, -0.11102262139320374, 0.026190267875790596, 0.5446149706840515, -0.30979400873184204, 0.6162513494491577, -0.22240599989891052, 0.09999512881040573, -0.40059125423431396, 0.4412686228752136, 0.10691143572330475, -0.26747825741767883, -0.20188499987125397, 0.23692166805267334, -0.6374109983444214, -0.18060709536075592, -0.7469295859336853, 0.31421178579330444, 0.15607355535030365, 0.3504011631011963, -0.2524351179599762, 0.16182003915309906, -0.12609024345874786, -0.032435912638902664, 0.21912889182567596, 0.7219667434692383, 0.3018685579299927, 0.3756626844406128, -0.021452685818076134, 0.24314762651920319, -0.23692917823791504, 0.04028413072228432, 0.31393176317214966, -0.21920283138751984, -0.16879704594612122, -0.06440050899982452, 1.4900838136672974, -0.5739567279815674, -0.22955827414989471, 0.566709041595459, -0.11842745542526245, -0.3143666088581085, 0.336828351020813, -0.28458651900291443, 0.07862195372581482, 0.19533473253250122, -0.12790460884571075, -0.34254804253578186, 0.49517521262168884, 0.2776704430580139, -0.0789726972579956, 0.07884481549263, 0.16958104074001312, -0.1283804327249527, 0.07644890248775482, 0.2803928554058075, 0.08782894909381866, 0.32297196984291077, -0.01664932817220688, -0.24725791811943054, 0.5141320824623108, -0.09600099176168442, 0.03930066525936127, 0.20519664883613586, -0.2970627546310425, -0.48284903168678284, -0.37077414989471436, -0.02297561801970005, 0.0199744813144207, -0.25256019830703735, -0.05052066221833229, 0.7506267428398132, 7.249194145202637, 3.223228931427002, 0.24074511229991913, 0.4146595895290375, -0.03207406401634216, -0.009796150028705597, -0.23281030356884003, -0.0657874345779419, -0.24053457379341125, 0.11011352390050888, -0.07470135390758514, -0.2685356140136719, 0.31382784247398376, 0.10387375205755234, 0.23830556869506836, 0.29044318199157715, -0.19243796169757843, -0.20794163644313812, 0.19015829265117645, -0.11435458809137344, -0.06345058977603912, -0.17660509049892426, 0.2498777210712433, 0.31800204515457153, -0.3688652813434601, -0.1689404994249344, -0.10427262634038925, -0.16338127851486206, 0.06431932002305984, 0.041444651782512665, -0.05113963782787323, -0.1204921156167984, 0.2471354603767395, -0.22635212540626526, 0.10656296461820602, -0.204340860247612, 0.10130205750465393, -0.05413029342889786, -0.12738990783691406, -0.08917562663555145, -0.36401525139808655, -0.2604239583015442, 0.15256716310977936, -0.10718314349651337, -0.08551982790231705, 0.09875766187906265, 0.028638217598199844, 0.15259720385074615, -0.25215262174606323, 0.10051541030406952, -0.08510875701904297, -0.038519084453582764, 0.07933580875396729, 0.004875418730080128, -0.20297905802726746, -0.01895211637020111, -0.8766778111457825, -0.014040907844901085, 0.26418548822402954, -0.05241527408361435, 0.0674009770154953, 0.03873852267861366, 0.11510976403951645, -0.037311751395463943, -0.2618291974067688, -0.1105697974562645, 0.20188471674919128, -0.2685251533985138, -0.18777374923229218, 0.4233253300189972, 0.03564957529306412, -0.19910100102424622, -0.23014919459819794, 0.26407334208488464, 0.45647549629211426, -0.2899463474750519, -0.025491885840892792, -0.19270513951778412, -0.21665973961353302, -0.3423474133014679, -0.16761092841625214, -0.16758058965206146, -0.07239095866680145, -0.06698968261480331, 0.14037834107875824, -0.6446832418441772, 0.10549536347389221, 0.028674643486738205, -0.11594124883413315, 0.23390880227088928, 0.27553093433380127, 0.04710929095745087, 0.0206744447350502, -0.2798987627029419, -0.5178406834602356, 0.25557568669319153, -0.03666765242815018, 0.0366894006729126, -0.08035275340080261, 0.5021518468856812, -0.3760376274585724, -0.06483735144138336, -0.11365588754415512, 0.19644108414649963, -0.05989057943224907, -0.2852059602737427, -0.33297595381736755, 0.12379496544599533, 0.9957375526428223, -0.20358635485172272, 0.22803476452827454, 0.08799730241298676, 0.10363923013210297, -0.3708381652832031, -0.3732549250125885, -0.28482627868652344, 0.01780891604721546, -0.2861696779727936, 0.16497373580932617, -0.12359802424907684, 0.208676278591156, -0.03110882267355919, -0.047536786645650864, -0.09506475925445557, -0.2889178991317749, 0.14495083689689636, 0.2090519815683365, -0.12775422632694244, 0.0950104370713234, -0.2624216079711914, 0.17548856139183044, 0.13335968554019928, -0.5627331733703613, 0.010417923331260681, -0.021348129957914352, -0.043492209166288376, 0.10855918377637863, -0.3065395951271057, -0.06952227652072906, -0.21374958753585815, -0.43907830119132996, -0.19481074810028076, 0.07689449191093445, -0.16153082251548767, 0.13710325956344604, -0.04897288978099823, -0.24839529395103455, 0.0629420131444931, -0.005086170509457588, 0.10514803975820541, 0.03848377242684364, -0.032470352947711945, -0.15032006800174713, 0.07361315190792084, -0.15253353118896484, 0.27655377984046936, -0.1295585185289383, 0.5361490845680237, -0.3036896884441376, 0.021920878440141678, -0.020778268575668335, -0.26042672991752625, -0.10922011733055115, 0.14247074723243713, -0.145122691988945, -0.15245097875595093, -0.1729596108198166, -0.2856105864048004, -0.31660163402557373, -0.16557276248931885, 0.3675670325756073, -0.1979454755783081, 0.12971121072769165, 0.20746153593063354, -0.18685317039489746, -0.13579928874969482, -0.3494170606136322, -0.05146137252449989, -0.34267985820770264, 0.6184184551239014, 0.23703238368034363, 0.2303124964237213, -0.039326898753643036, 0.7050156593322754, 0.23838204145431519, 0.15739499032497406, -0.24733294546604156, 0.2339312732219696, -0.14033007621765137, 0.26571762561798096, 0.016481585800647736, -0.3858325779438019, -0.03138497471809387, -0.17063523828983307, -0.049394018948078156, -0.07661762833595276, 0.44655299186706543, -0.06278493255376816, -0.20680147409439087, -0.1943725347518921, 0.3031465709209442, -0.30193570256233215, -0.07155352085828781, 0.03304342180490494, -0.11551658809185028, -0.24809999763965607, -0.011387180536985397, -0.4303956627845764, 0.05176059529185295, -0.03342605009675026, -0.26462996006011963, 0.10462776571512222, -0.24672485888004303, -0.15579956769943237, -0.30317920446395874, -0.36971068382263184, 0.8709858059883118, -0.3104693293571472, -0.030105553567409515, 1.0473142862319946, -0.22396177053451538, -0.2958582639694214, 0.23882804811000824, -0.1586594134569168, 0.32919853925704956, 0.1874275505542755, -0.12094436585903168, 0.3336377739906311, 0.025923723354935646, 1.4692845344543457, -0.32326945662498474, 0.23412984609603882, -0.12174279987812042, -0.11727961152791977, 0.3225685656070709, -0.0024327500723302364, -0.19652335345745087, 0.05839654803276062, -0.12998409569263458, -0.45358818769454956, 0.21004340052604675, -0.2933795750141144, -0.11986639350652695, -0.04000093415379524, 0.26550835371017456, -0.2657037377357483, -0.025500323623418808, 0.28255629539489746, -0.3144431412220001, 0.12873224914073944, -0.182732492685318, 0.013686828315258026, 0.031241819262504578, 1.7998660802841187, -0.2853199541568756, 0.09355903416872025, 0.16905072331428528, -0.15604659914970398, 0.11756943166255951, 0.10534562170505524, 0.16324886679649353, 0.14269402623176575, 0.2415795624256134, 0.0383184440433979, 0.01735709235072136, -0.10722524672746658, -0.1552758514881134, -0.26986318826675415, -0.27127605676651, -0.049371883273124695, 0.4887205958366394, 0.39399442076683044, 0.013623656705021858, -0.30844905972480774, -0.01965068280696869, -0.23196101188659668, 0.15021148324012756, 0.8006662130355835, -0.2646366357803345, -0.10254205763339996, 0.24579502642154694, -0.055118873715400696, -0.028031596913933754, 0.07693935930728912, 0.5110482573509216, -0.3934426009654999, -0.29938557744026184, 0.14733335375785828, 0.02284425124526024, -0.0014967136085033417, -0.2164612114429474, 0.20999401807785034, -0.30232933163642883, -0.008510137908160686, -0.3579642176628113, 0.06455638259649277, 0.3222176134586334, 0.15269187092781067, 0.07379941642284393, -0.09522028267383575, -0.3015279471874237, 0.015515260398387909, -0.1651628017425537, -0.07015420496463776, 0.3035431504249573, -0.36624521017074585, -0.08072395622730255, -0.014216059818863869, -0.22627216577529907, 0.2632311284542084, -0.019989553838968277, 0.040359869599342346, -0.5843977332115173, -0.21076993644237518, 0.042855944484472275, 0.13325710594654083, 0.2497885376214981, -0.15029378235340118, 0.08795026689767838, 0.3811000883579254, 0.11286234855651855, -0.3711341321468353, 0.039194073528051376, 0.0747871845960617, 0.06824729591608047, 0.20861706137657166, -0.08258368074893951, -0.07316434383392334, 0.29340898990631104, -0.12532460689544678, 0.013078810647130013, -0.2387963980436325, 0.0506405383348465, -0.5553249716758728, -0.10016138851642609, -0.2249094694852829, -0.12458764016628265, -0.1415305882692337, 0.04859428480267525, -0.07467719167470932, 2.3619675636291504, -0.060620080679655075, 0.08664927631616592, 0.09868176281452179, -0.11055843532085419, 0.20033778250217438, -0.1837276816368103, 0.001976447179913521, -0.22790579497814178, 0.2926850914955139, -0.14201569557189941, -0.2098013460636139, -0.019735315814614296, -0.06374360620975494, -0.09737823903560638, -0.04591883718967438, 0.0918726772069931, -0.08543677628040314, -0.061122819781303406, 0.4571763277053833, 0.022172121331095695, 0.19184072315692902, -0.33776000142097473, 0.5854126811027527, 0.09338278323411942, 0.048060864210128784, -0.17289340496063232, 0.0683983862400055, 0.4216957688331604, -0.06113561615347862, 0.1226586103439331, -0.06497962772846222, 0.10504201054573059, -0.010391319170594215, 0.016137247905135155, -0.048135578632354736, -0.11707660555839539, -0.14254814386367798, 0.2911073565483093, 0.17214152216911316, 0.2073640376329422, -0.20277619361877441, -0.15812689065933228, -0.019402623176574707, -0.1538475900888443, 0.17576941847801208, -0.3620154559612274, -0.41400399804115295, -0.041499920189380646, -0.07350422441959381, 0.13517530262470245, 0.1444149762392044, 0.10029236972332001, -0.04992815852165222, 0.2400149703025818, -0.13403001427650452, 0.03097803145647049, -0.20189180970191956, -0.10817709565162659, 0.15672199428081512, 0.18679791688919067, -0.05250176414847374, -0.07870391756296158, 0.7249208092689514, -0.038402870297431946, -0.3174302279949188, 0.2280900627374649, 0.3772609531879425, 2.390251874923706, 0.10978162288665771, 0.7051113843917847, -0.4604938328266144, -0.28577372431755066, 0.09579887986183167, 0.13564248383045197, -0.21955889463424683, -0.4268343150615692, 0.3453746736049652, -0.3314223885536194, 0.07889041304588318, -0.42826926708221436, -0.20939931273460388, -0.189285546541214, -0.020845234394073486, -0.0028437990695238113, -0.3477632403373718, 0.4445638358592987, 0.40492379665374756, -0.2783338725566864, 0.19241400063037872, 0.1786169707775116, 0.13765063881874084, 0.044760797172784805, -0.39723485708236694, 0.4096423387527466, -0.25678449869155884, 0.01664315164089203, -0.14948640763759613, 0.003066886216402054, -0.14292342960834503, 0.19347654283046722, -0.25654613971710205, 0.3692152500152588, -0.2698415219783783, -0.003821391612291336, 0.05607664957642555, -0.18670478463172913, 0.1462363451719284, 0.23737409710884094, -0.15817581117153168, 0.17649421095848083, -0.047489993274211884, 0.5668267011642456, -0.0561339370906353, -0.27054673433303833, 0.22843223810195923, 0.6560606956481934, 0.14741183817386627, 0.11970698088407516, -0.10987889021635056, -0.10874298214912415, -0.11015214025974274, 0.012457125820219517, 0.48682644963264465, -0.21131651103496552, -0.24089543521404266, -0.42995595932006836, 0.4871410131454468, -0.08137600123882294, -0.4964912235736847, -0.09003220498561859, -0.14858563244342804, 0.09129767119884491, 0.2378927320241928, 0.046950813382864, -0.22114436328411102, -0.17927499115467072, 0.1978457123041153, -0.4352198541164398, -0.43153324723243713, 0.1868468075990677, 0.13458576798439026, 0.06452374160289764, -0.07899393141269684, -0.28793251514434814, -0.24004027247428894, -0.28409650921821594, -0.17593643069267273, 0.19306598603725433, -0.3405519127845764, 0.24017883837223053, 1.988502860069275, -0.2880187928676605, 0.054355375468730927, -0.18103241920471191, 0.05227141082286835, 0.16148784756660461, 0.08103010058403015, 0.914679229259491, -0.08157487213611603, 0.12413489073514938, 0.21687014400959015, -0.06084137409925461, 0.010645801201462746, 3.4000937938690186, -0.3582373857498169, -0.019582781940698624, 0.25371459126472473, 0.5154287219047546, -0.4166155159473419, 0.5997200012207031, -0.12491494417190552, -0.026865622028708458, -0.31502050161361694, -0.11875724792480469, 0.5375961661338806, 0.09160598367452621, 0.36942991614341736, -0.2236117571592331, -0.12022516131401062, -0.11057684570550919, 0.0920872837305069, -0.18785342574119568, -0.12134021520614624, -0.2666325271129608, -0.11290521919727325, 0.17124120891094208, -0.13493900001049042, -0.2554784417152405, -0.16089920699596405, -0.09465021640062332, 0.0666101798415184, -0.0016068927943706512, -0.13585855066776276, 0.18745121359825134, 0.13395263254642487, 0.7898864150047302, 0.020375695079565048, -0.053146619349718094, -0.20854789018630981, -0.08453791588544846, -0.07420411705970764, 0.2535840570926666, -0.45439282059669495, 0.08197258412837982, 0.020693084225058556, -0.014526765793561935, 0.19243046641349792, 0.039558351039886475, -0.2207985818386078, 0.14789602160453796, -0.2836315333843231, 0.20198184251785278, -0.13769106566905975, -0.11228764057159424, 0.06794559955596924, -0.319568932056427, -0.12358109652996063, -0.31527289748191833, -0.21743470430374146, 0.11432008445262909, -0.078770712018013, 0.10874400287866592, -0.14708967506885529, 0.06404859572649002, 0.23965701460838318, -0.172054722905159, -0.24066750705242157, -0.08448532968759537, -0.20500636100769043, 0.0998813807964325, 0.5271273851394653, 0.16634322702884674, 0.20504078269004822, 0.1587708741426468, -0.046965308487415314, -0.17071376740932465, -0.08871985226869583, -0.1843375712633133, -0.4319794774055481, -0.032437458634376526, 0.04463467374444008, 0.26547709107398987, 0.010767556726932526, -0.04824797064065933, -0.02287905663251877, -0.15833373367786407, -0.5117888450622559, -0.37824496626853943, -0.04061693698167801, 0.09539934247732162, 0.20067690312862396, -0.23299865424633026, -0.1266327053308487, 0.20892952382564545, -0.12871119379997253]\n",
"Label: 5, [0.5042533874511719, 0.18129940330982208, -0.36750444769859314, 0.002464127726852894, -0.06885965168476105, 0.19801665842533112, -0.46237581968307495, -0.2987535893917084, -0.2738102674484253, -0.32164859771728516, 0.44610336422920227, -0.023959901183843613, -0.09612118452787399, -0.5315326452255249, -0.09088324755430222, -0.17085745930671692, 0.04645497724413872, -0.31858840584754944, -0.5159636735916138, -0.0801582783460617, 0.019022174179553986, 0.6097086668014526, -0.5836225748062134, -0.4132632613182068, -0.4524919092655182, -0.0050055827014148235, 0.6269056797027588, 0.003822730854153633, 0.2096550166606903, 0.2932422161102295, -0.24714985489845276, 0.16830414533615112, 0.45367294549942017, -0.0502808578312397, -0.23504838347434998, 0.010896086692810059, 0.11359374225139618, -0.3798719644546509, 0.42099595069885254, -0.08470866084098816, -0.020429197698831558, 0.27329856157302856, -0.06677751243114471, 0.34765541553497314, 0.12892083823680878, -0.03637275844812393, -0.21877482533454895, 0.2269531488418579, -0.2092142254114151, -0.47840002179145813, -0.25380510091781616, -0.016500845551490784, 0.1399652361869812, -0.22669820487499237, -0.1363701969385147, -0.35550421476364136, -0.46753227710723877, -0.20985622704029083, -0.21466830372810364, 0.6777186989784241, -0.34231704473495483, -0.43664810061454773, -0.119219109416008, -0.030458742752671242, 0.41302862763404846, 0.08988399803638458, 0.1803743541240692, -0.6243066787719727, 0.42853808403015137, -0.1749221235513687, 0.11497757583856583, -0.03919433802366257, 0.03883006423711777, 1.0359609127044678, -0.30919507145881653, -0.0925750881433487, -0.2606074810028076, -0.43612682819366455, 0.4266594350337982, -0.22180677950382233, 0.691063642501831, -0.13143353164196014, -0.145651713013649, 0.16300590336322784, -0.36073243618011475, -0.5762237906455994, -0.04493595287203789, -0.21753372251987457, -0.043114256113767624, -0.19508305191993713, -0.10538873076438904, 0.050967033952474594, 0.6343626976013184, -0.1807766705751419, -0.13426485657691956, 0.43239152431488037, -0.24090324342250824, -0.18101860582828522, 0.2583753764629364, 0.12523174285888672, 0.08456218242645264, 0.0755968987941742, -0.12420022487640381, 0.550858736038208, -0.28575780987739563, -0.40568220615386963, -0.15906187891960144, 0.019253751263022423, 0.1041644737124443, -0.05040751025080681, -0.07684451341629028, 0.13465653359889984, -0.5265206694602966, 0.11309915035963058, -0.19794127345085144, -0.34351643919944763, -0.02146485075354576, 0.13052822649478912, -0.21405810117721558, -0.31749987602233887, -0.10016737133264542, -0.10951197147369385, 0.035400841385126114, -0.4512639343738556, -0.3831595778465271, -0.15789827704429626, 0.5219261050224304, -0.3865005075931549, 0.38517212867736816, -0.1005030944943428, -0.1235087513923645, -0.26186057925224304, -0.12266397476196289, -0.2985188364982605, -0.23623333871364594, 0.3493190407752991, 0.05781041830778122, -0.18506047129631042, -0.48169732093811035, -0.269442617893219, -0.27209189534187317, -0.28947460651397705, 0.06755950301885605, -0.3682735562324524, -0.1585683822631836, -0.019560571759939194, 0.07285279035568237, -0.05509860813617706, -0.12015943229198456, 0.4906458258628845, 0.06721823662519455, -0.018249940127134323, 0.005548806861042976, -0.060421183705329895, 0.042038507759571075, 0.22384966909885406, -0.11378636956214905, -0.0022592078894376755, -0.24887487292289734, -0.13152040541172028, -0.21365338563919067, 0.23364600539207458, -0.07734501361846924, -0.08847358822822571, -0.3226771354675293, -0.053491171449422836, -0.3741393983364105, 0.10832387208938599, -0.1339060515165329, -0.15871694684028625, -0.1957499384880066, -0.23283053934574127, 0.026215169578790665, -0.008945204317569733, 0.1863718330860138, 0.05510615557432175, -0.36252957582473755, 0.10195118188858032, -0.055122554302215576, 0.00535200908780098, -0.10957634449005127, 0.03864616900682449, 0.32687053084373474, 0.1430489420890808, 0.1498529613018036, 0.2869061529636383, -0.049138039350509644, -0.03364230692386627, 0.08612722158432007, -0.040210966020822525, 0.20324000716209412, -0.08090487122535706, -0.0759420245885849, -0.06619187444448471, 0.24805550277233124, 0.0032006241381168365, -0.15621763467788696, -0.0878521203994751, 0.005857294425368309, 0.03074546530842781, -0.16271743178367615, -0.2120520919561386, -0.11488600820302963, -0.17086660861968994, -0.16120299696922302, -0.05499649420380592, 0.1361904889345169, 0.034747473895549774, -0.06500080972909927, -0.07183893024921417, 0.017032092437148094, 0.044568225741386414, 0.10917390137910843, -0.384392648935318, -0.06488991528749466, -0.11345452815294266, 0.2429395616054535, 0.13577072322368622, -0.17585192620754242, -0.09713463485240936, 0.2336750030517578, 0.12645651400089264, 0.1463605761528015, -0.028081722557544708, -0.2166319042444229, -0.1355476826429367, -0.009790634736418724, -0.07828010618686676, 0.11413176357746124, -0.014762438833713531, 0.13098223507404327, 0.03280766308307648, -0.1730629950761795, -0.2990923821926117, 0.12734845280647278, -0.025126298889517784, 0.03536565601825714, -0.018482288345694542, -0.26218295097351074, -0.02527180314064026, -0.13196516036987305, 0.11067836731672287, -0.23299187421798706, -0.23281645774841309, -0.05782318115234375, -0.034363001585006714, -0.20996154844760895, -0.21220555901527405, 0.012943767011165619, -0.15757811069488525, 0.011439576745033264, -0.20819789171218872, -0.09677577763795853, 0.2320670187473297, 0.10289257764816284, -0.2723432779312134, -0.17405062913894653, -0.0306929312646389, -0.042342498898506165, -0.019361600279808044, -0.15592239797115326, -0.28314438462257385, -0.24990184605121613, -0.18717226386070251, -0.14408716559410095, 0.00444403663277626, -0.01928730495274067, -0.03461791202425957, 0.09417898207902908, -0.038835663348436356, 0.06395602226257324, -0.13226833939552307, -0.2021424025297165, -0.07031483948230743, 0.2834135890007019, -0.16876551508903503, 0.1196957603096962, -0.049839168787002563, 0.05380586162209511, 0.3970322906970978, -0.18509307503700256, -0.09545494616031647, -0.18511852622032166, 0.02379707247018814, -0.10621137917041779, -0.1318037211894989, 0.3309163749217987, 0.024518568068742752, -0.060392849147319794, 0.02150299772620201, 0.05014816299080849, 0.018640048801898956, 0.038085684180259705, -0.09775052964687347, 0.10347868502140045, -0.14637696743011475, 0.1210668683052063, -0.3235533535480499, -0.10881829261779785, 0.061103761196136475, -0.01641470193862915, -0.018005408346652985, 0.42832934856414795, 0.3796406686306, -0.235653817653656, -0.43744438886642456, -0.07502540946006775, -0.03528447076678276, -0.12012811750173569, -0.1570708453655243, 0.19216252863407135, 0.003601381555199623, -0.11238636821508408, -0.05810363218188286, -0.10795622318983078, 0.09889042377471924, -0.08700481057167053, -0.06115303933620453, 0.4167094826698303, 0.15397337079048157, 0.18124032020568848, -0.25450006127357483, 0.1549856960773468, 0.03923424705862999, 0.0869632363319397, 0.12058889120817184, 0.24779246747493744, -0.28032004833221436, -0.29176750779151917, -0.32854601740837097, 0.08336308598518372, 0.3273364007472992, -0.04346131533384323, 0.06603163480758667, 0.03316965699195862, 0.4191126525402069, -0.3053656220436096, 0.47744643688201904, -0.008382592350244522, 0.050485655665397644, -0.20812176167964935, 0.28244197368621826, -0.06323973834514618, -0.157864049077034, -0.18494437634944916, 0.08067743480205536, -0.6707102060317993, -0.2232043743133545, -0.6660696864128113, 0.09046778082847595, 0.16468767821788788, 0.20991021394729614, -0.1858283281326294, 0.23424026370048523, -0.19868499040603638, -0.16304248571395874, 0.10681597888469696, 0.5702980160713196, 0.16302064061164856, 0.06539738178253174, 0.16228744387626648, 0.24703338742256165, -0.010027016513049603, 0.025600790977478027, 0.08139046281576157, -0.1366807520389557, -0.012502438388764858, -0.07356292009353638, 1.425141453742981, -0.6171842217445374, -0.14694245159626007, 0.5437177419662476, -0.1252061426639557, -0.18182028830051422, 0.34568119049072266, -0.19851253926753998, 0.0022157300263643265, 0.22641675174236298, -0.08295013010501862, -0.20799264311790466, 0.5243147611618042, 0.10975755751132965, -0.03941605985164642, 0.21283848583698273, 0.07215888798236847, -0.11648507416248322, 0.09829778969287872, 0.17980332672595978, -0.05662913620471954, 0.3800294101238251, -0.1410473883152008, -0.03791191428899765, 0.49017977714538574, 0.24457389116287231, 0.08894826471805573, 0.25410833954811096, -0.15196041762828827, -0.24342794716358185, -0.17712919414043427, 0.05138929933309555, 0.004303768277168274, -0.22924749553203583, 0.16339413821697235, 0.686057448387146, 7.047082424163818, 2.7915754318237305, 0.06250762194395065, 0.46826469898223877, -0.19559307396411896, 0.05936146527528763, -0.30542969703674316, -0.06600698828697205, -0.12780830264091492, -0.0419289693236351, -0.1431487798690796, -0.21691609919071198, 0.29090577363967896, 0.49337220191955566, 0.2516368329524994, 0.25708794593811035, -0.08993415534496307, -0.2486579865217209, 0.12010280787944794, -0.10757697373628616, -0.30560582876205444, -0.23765744268894196, 0.45865345001220703, 0.3485319912433624, -0.4987650513648987, -0.03736410290002823, -0.1060333400964737, -0.03315667435526848, 0.0230318121612072, 0.07995080202817917, -0.03855670988559723, -0.17525240778923035, 0.373220831155777, -0.16557006537914276, 0.17018620669841766, -0.17234109342098236, 0.06088034808635712, -0.020412638783454895, -0.10838047415018082, -0.03217912092804909, -0.15507885813713074, -0.19270716607570648, -0.06675170361995697, -0.0752088874578476, -0.0056479619815945625, 0.3304998278617859, 0.27574124932289124, 0.02895606867969036, -0.2509536147117615, -0.009463123977184296, -0.2504284381866455, -0.025389162823557854, 0.08467599749565125, -0.029341809451580048, -0.22613008320331573, 0.009680092334747314, -0.702957808971405, -0.012341354042291641, 0.09864214807748795, -0.028321895748376846, -0.009323691949248314, 0.03488476574420929, 0.18775996565818787, -0.18477463722229004, -0.5337139368057251, -0.04953030124306679, 0.19013994932174683, -0.47725358605384827, 0.05121798440814018, 0.4190939962863922, 0.17035755515098572, -0.23266851902008057, -0.15150399506092072, -0.049913275986909866, 0.3588336110115051, -0.02021040953695774, 0.01456601545214653, -0.1387680023908615, -0.2494724541902542, 0.1020798310637474, -0.022183027118444443, -0.23887372016906738, -0.13145259022712708, -0.07199495285749435, 0.08152244985103607, -0.673214316368103, 0.2868898808956146, -0.24654987454414368, -0.03974922001361847, 0.2240060567855835, 0.2834492027759552, -0.01034010574221611, 0.04418511688709259, -0.15022516250610352, -0.45313596725463867, 0.07795301079750061, -0.049470871686935425, 0.02344772219657898, -0.12430523335933685, 0.4084521532058716, -0.08297470211982727, -0.05610707402229309, -0.17200703918933868, 0.05579909682273865, -0.12370549142360687, -0.24931035935878754, -0.1264766901731491, 0.23615619540214539, 0.4274889826774597, -0.06018080562353134, 0.151564359664917, -0.11519898474216461, 0.034150030463933945, -0.014513516798615456, -0.35027840733528137, -0.3336004614830017, 0.10930325835943222, -0.15849196910858154, 0.013956818729639053, -0.10303723812103271, 0.22484087944030762, 0.08428661525249481, 0.09825485199689865, -0.10378137975931168, -0.10966972261667252, 0.08919566869735718, 0.20188306272029877, -0.07864068448543549, -0.11185373365879059, -0.220163956284523, 0.16465705633163452, -0.014730444177985191, -0.4735390841960907, 0.023654934018850327, -0.28303906321525574, -0.21437738835811615, 0.027918841689825058, -0.25075119733810425, -0.16299933195114136, -0.10659004002809525, -0.3980056047439575, -0.3975948691368103, 0.01829810068011284, -0.3309916853904724, -0.06978429853916168, 0.046303488314151764, -0.06726265698671341, -0.11965465545654297, -0.10158757120370865, 0.1920798122882843, 0.27620255947113037, 0.02055080235004425, -0.25622108578681946, 0.03934577479958534, -0.06020577251911163, -0.15982386469841003, -0.10479378700256348, 0.41112372279167175, -0.032186467200517654, 0.29214978218078613, -0.13798856735229492, -0.4022664427757263, -0.09586772322654724, -0.0020972304046154022, -0.2093183994293213, -0.26955798268318176, -0.18417367339134216, -0.3325699269771576, -0.11694429069757462, -0.2901443839073181, 0.2540249526500702, -0.3820415139198303, 0.14691466093063354, 0.2228722870349884, -0.0512358583509922, -0.20203152298927307, -0.24996258318424225, -0.13894793391227722, -0.344713419675827, 0.7545162439346313, 0.12394135445356369, 0.24902817606925964, -0.03215046972036362, 0.36421239376068115, -0.07028645277023315, 0.1460675746202469, -0.22412027418613434, -0.03523131087422371, -0.30742472410202026, 0.14913560450077057, 0.03162435442209244, -0.15946751832962036, -0.15106183290481567, 0.018451165407896042, -0.3216930627822876, 0.08152627944946289, 0.516517162322998, -0.11960414797067642, 0.04088013991713524, -0.2166917771100998, 0.40354666113853455, -0.19856345653533936, -0.06187186390161514, 0.1529400497674942, -0.0408182367682457, -0.22929607331752777, 0.1195269525051117, -0.3823516368865967, 0.4958719313144684, 0.04045261815190315, -0.12917909026145935, 0.01868288218975067, -0.0012608468532562256, -0.06834699213504791, -0.2789124846458435, -0.14092226326465607, 0.1377543807029724, -0.25525838136672974, 0.02573414333164692, 0.3205535113811493, -0.3151886463165283, -0.3127390146255493, 0.3749901056289673, 0.17296099662780762, 0.22648575901985168, 0.31777358055114746, -0.36137109994888306, 0.480544775724411, -0.11577434837818146, 0.4747775197029114, -0.3962596356868744, -0.0881274864077568, -0.1968926042318344, -0.3605131208896637, 0.1922861635684967, 0.31786102056503296, -0.18596507608890533, 0.12008166313171387, -0.15689103305339813, -0.21774262189865112, 0.18699026107788086, -0.3350566625595093, -0.06523118913173676, -0.015972357243299484, 0.15383221209049225, -0.3964453339576721, -0.13996605575084686, -0.11440841853618622, -0.3878564238548279, 0.3361542224884033, -0.31015652418136597, -0.0706910565495491, 0.13642674684524536, 1.0078043937683105, -0.2918305993080139, 0.2387819141149521, -0.1855771541595459, -0.2095421403646469, -0.19741594791412354, -0.2871435284614563, 0.23775562644004822, -0.07803966104984283, 0.139175683259964, 0.025262415409088135, -0.01634756103157997, -0.021503940224647522, -0.270416796207428, -0.21632319688796997, -0.45038777589797974, -0.032058075070381165, 0.37387022376060486, 0.3621644973754883, -0.06419620662927628, -0.22854936122894287, 0.08226044476032257, 0.11162922531366348, 0.3878113925457001, 0.12087923288345337, -0.20158670842647552, -0.13083231449127197, 0.393688440322876, -0.05093902349472046, 0.22119981050491333, 0.05827939137816429, 0.9345742464065552, -0.3514519929885864, -0.41629958152770996, 0.31643667817115784, 0.08070588111877441, -0.020914696156978607, -0.23264840245246887, 0.06969685852527618, -0.0874544307589531, 0.05854016914963722, -0.19197088479995728, -0.023327985778450966, 0.365976482629776, 0.35658079385757446, -0.010742314159870148, 0.17316336929798126, -0.19802354276180267, -0.24212150275707245, -0.3423760235309601, -0.0795854777097702, 0.5024709105491638, -0.3337360918521881, -0.40529847145080566, 0.15230195224285126, -0.08336000144481659, 0.14851216971874237, -0.20092454552650452, 0.010004542768001556, -0.6942643523216248, -0.413068562746048, -0.007489128038287163, 0.1821005940437317, 0.36910268664360046, -0.2709508538246155, -0.011611364781856537, 0.10508223623037338, 0.0721641331911087, -0.18434318900108337, 0.018640641123056412, 0.047878727316856384, 0.028853677213191986, 0.3535681962966919, -0.152663916349411, -0.008067069575190544, 0.22875109314918518, -0.11032558977603912, -0.05975186079740524, -0.018910594284534454, 0.08179784566164017, -0.49332576990127563, -0.12024688720703125, -0.22382649779319763, -0.33722519874572754, -0.13141003251075745, 0.0013234084472060204, -0.2500297427177429, 1.5828882455825806, -0.1636955291032791, -0.09434490650892258, 0.08073273301124573, -0.0070695169270038605, -0.04611162096261978, -0.2572063207626343, -0.13443800806999207, -0.22017662227153778, 0.21778790652751923, -0.14671707153320312, -0.23211847245693207, -0.03686989098787308, -0.163724884390831, -0.16882559657096863, -0.15089724957942963, 0.1876564472913742, -0.08321961760520935, -0.31717491149902344, 0.3665772080421448, -0.0710601732134819, -0.20934264361858368, -0.07541905343532562, 0.14755170047283173, 0.08822374045848846, 0.27009573578834534, -0.22406651079654694, -0.013829074800014496, 0.20852893590927124, 0.05434532091021538, -0.056071117520332336, -0.017691638320684433, 0.18039411306381226, -0.22394590079784393, -0.08098416030406952, 0.023536773398518562, 0.12657779455184937, -0.3804270625114441, 0.42415285110473633, -0.07984559237957001, -0.0379062220454216, -0.3037169575691223, 0.08209224790334702, 0.011844329535961151, -0.20037584006786346, 0.17407222092151642, -0.4501979351043701, -0.2891483008861542, -0.5191524624824524, -0.04866078495979309, 0.3099117577075958, -0.012816514819860458, 0.16795873641967773, -0.06944409012794495, 0.3268873393535614, -0.311555951833725, -0.037967391312122345, -0.22551459074020386, -0.06353433430194855, 0.17977656424045563, 0.344759464263916, -0.18559449911117554, -0.10481057316064835, 0.259522020816803, -0.021343689411878586, -0.19258713722229004, 0.23089982569217682, 0.4553104639053345, 2.0594375133514404, 0.2142712026834488, 0.44634127616882324, -0.3562794029712677, -0.28475308418273926, -0.03698590025305748, 0.44380658864974976, -0.18393565714359283, -0.4375961720943451, 0.23435817658901215, -0.27587929368019104, 0.11281968653202057, -0.36688923835754395, -0.26340505480766296, -0.06638128310441971, -0.16923311352729797, 0.1494428813457489, -0.4316117465496063, 0.34088751673698425, 0.4619981050491333, 0.18071520328521729, 0.3738919496536255, -0.03361888974905014, -0.18482863903045654, -0.07393109053373337, -0.21579255163669586, 0.43977299332618713, -0.3555550277233124, -0.10722862184047699, -0.2344067394733429, -0.13016624748706818, 0.13000459969043732, 0.23397257924079895, 0.024211563169956207, 0.41057682037353516, -0.4693537652492523, -0.11336441338062286, 0.05887464061379433, -0.2608407735824585, 0.3241525888442993, 0.282541424036026, -0.21833938360214233, -0.15828175842761993, -0.08449503779411316, 0.5286971926689148, -0.06062205880880356, -0.34402766823768616, 0.1494010090827942, 0.3798421621322632, -0.05636744201183319, 0.21618635952472687, -0.2798030376434326, -0.14520324766635895, -0.14738357067108154, 0.030368182808160782, 0.2732812464237213, 0.09417456388473511, -0.20660822093486786, -0.43767935037612915, 0.6840212345123291, -0.057719044387340546, -0.49395689368247986, -0.13629205524921417, -0.30020520091056824, 0.15666553378105164, -0.01541137509047985, 0.18510740995407104, -0.1623186469078064, -0.3423200845718384, 0.21872901916503906, -0.37987786531448364, -0.18636666238307953, 0.09031949937343597, 0.1251676231622696, -0.0027548111975193024, -0.14629103243350983, -0.22516193985939026, -0.15944938361644745, -0.36550650000572205, -0.23951977491378784, 0.4132741689682007, -0.349954217672348, 0.028298040851950645, 1.8793212175369263, -0.09221184998750687, 0.14788980782032013, 0.05804305523633957, 0.04664717614650726, -0.15192440152168274, 0.1547834277153015, 0.5440600514411926, 0.04163878411054611, 0.2389603704214096, 0.012071030214428902, 0.09786703437566757, -0.06646686792373657, 3.708475112915039, -0.3534044027328491, 0.169548898935318, 0.14821210503578186, 0.11125774681568146, -0.46255624294281006, 0.4905661940574646, -0.32887688279151917, 0.25947102904319763, -0.29085254669189453, -0.09964059293270111, 0.25522467494010925, 0.11696365475654602, 0.29334381222724915, -0.16808082163333893, 0.06492070853710175, 0.013493173755705357, 0.10776887834072113, -0.06357501447200775, -0.1940898299217224, -0.20579424500465393, 0.290854811668396, 0.006182493641972542, -0.06310727447271347, -0.18185967206954956, -0.07571719586849213, 0.15386523306369781, 0.11780117452144623, 0.12270449101924896, 0.02658785507082939, 0.18250790238380432, 0.22402064502239227, 0.7195243835449219, -0.02978968247771263, 0.294145405292511, -0.13273119926452637, -0.03173210099339485, 0.07479448616504669, 0.29067865014076233, -0.1282595843076706, 0.28624898195266724, 0.1367006003856659, 0.0789099931716919, 0.2358427345752716, 0.04729398712515831, 0.024780601263046265, 0.13781115412712097, -0.1514291763305664, 0.24268683791160583, -0.03074266016483307, 0.07069116830825806, 0.1882430613040924, -0.1515890210866928, -0.018941037356853485, -0.20621824264526367, -0.1313633918762207, 0.13967463374137878, -0.04814638942480087, 0.18977652490139008, -0.06716875731945038, 0.1284606158733368, 0.11488191783428192, -0.2638966739177704, -0.08492280542850494, -0.14285223186016083, -0.03312835097312927, 0.46749040484428406, 0.6165602207183838, 0.0024200156331062317, 0.1313713788986206, 0.17255312204360962, 0.0402064174413681, -0.052780359983444214, -0.1260073184967041, -0.08397871255874634, -0.2759726047515869, 0.022143304347991943, 0.08471125364303589, 0.36870941519737244, 0.06618966162204742, 0.12000279873609543, 0.0746484249830246, -0.006935602053999901, -0.3743323087692261, -0.1440420150756836, 0.0776018276810646, 0.09840366244316101, 0.015387020073831081, -0.1605442464351654, -0.1323496550321579, 0.11574079096317291, -0.14064684510231018]\n"
]
}
],
"source": [
"query_image_id = int(input(\"Enter value of query_image_id: \"))\n",
"if query_image_id < 0:\n",
" raise ValueError(\"query_image_id should be a positive integer\")\n",
"\n",
"num_vectors = even_feature_vectors.shape[0]\n",
"vector_dimension = even_feature_vectors.shape[1]\n",
"\n",
"lsh = LSH(even_feature_vectors, num_layers, num_hashes_per_layer)\n",
"\n",
"query_vector = np.array(odd_feature_vectors[(query_image_id // 2)])\n",
"\n",
"\n",
"similar_images = lsh.find_similar(query_vector, t)\n",
"\n",
"print(f\"{t} Most Similar Vectors:\")\n",
"\n",
"training_vectors = []\n",
"training_labels = []\n",
"for image in similar_images:\n",
" img = fd_collection.find_one({\"image_id\": image*2})\n",
" training_labels.append(img[\"true_label\"])\n",
" training_vectors.append(img[selected_feature_model])\n",
" print(f\"Label: {img['true_label']}, {img[selected_feature_model]}\")"
]
},
{
"cell_type": "code",
"execution_count": 132,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[0.4623788595199585, 0.0011552674695849419, -0.36981743574142456, -0.2036924958229065, -0.0009882748126983643, 0.3301119804382324, -0.7115498185157776, -0.46711573004722595, -0.41386187076568604, -0.3488124907016754, 0.5900148153305054, -0.10058745741844177, -0.10812616348266602, -0.6147000789642334, -0.19908009469509125, -0.07992485910654068, -0.11981599032878876, -0.41764718294143677, -0.6283365488052368, -0.3422481417655945, -0.0817180648446083, 0.7590495347976685, -0.6938257813453674, -0.4489600360393524, -0.45218169689178467, -0.12075934559106827, 0.4350382387638092, -0.14924535155296326, 0.15811331570148468, 0.3477158546447754, -0.34741124510765076, -0.2177758514881134, 0.23721426725387573, -0.06809959560632706, -0.238507479429245, -0.20404988527297974, 0.12066644430160522, -0.5871298909187317, 0.30363214015960693, -0.07998495548963547, -0.3448579013347626, 0.1277788132429123, -0.26283401250839233, 0.20805241167545319, 0.012967227026820183, -0.18457971513271332, -0.40966930985450745, 0.12411223351955414, -0.2823892831802368, -0.6756195425987244, -0.37663763761520386, 0.23013311624526978, 0.06017454341053963, -0.38259148597717285, -0.378586083650589, -0.5936056971549988, -0.5622313618659973, -0.23937280476093292, -0.3426756262779236, 0.6851834058761597, -0.4748965799808502, -0.5219063758850098, -0.2721129059791565, -0.05774804949760437, 0.40107905864715576, 0.06621063500642776, 0.13419756293296814, -0.7226254940032959, 0.4992915689945221, -0.10440751910209656, 0.10586366057395935, -0.1933903694152832, -0.03228093311190605, 1.1131656169891357, -0.5391467213630676, -0.22049948573112488, -0.30430763959884644, -0.44936126470565796, 0.6865514516830444, -0.33699238300323486, 0.7542660236358643, -0.27736616134643555, -0.1528637409210205, 0.26208004355430603, -0.5652167201042175, -0.6958185434341431, 0.00891423225402832, -0.2870737314224243, -0.08223086595535278, -0.1447097808122635, -0.16635778546333313, 0.04850379750132561, 0.25324177742004395, -0.06423089653253555, -0.2895106077194214, 0.3249705135822296, -0.391538143157959, -0.3883240222930908, 0.41419166326522827, 0.08799054473638535, 0.1493740826845169, 0.19099709391593933, -0.2628161907196045, 0.7817528247833252, -0.3028208613395691, -0.3845982849597931, 0.15796270966529846, 0.05064369738101959, -0.1348145604133606, -0.18025819957256317, -0.13771432638168335, 0.21281103789806366, -0.45590606331825256, 0.11686749011278152, -0.3927271366119385, -0.41864749789237976, -0.09419001638889313, 0.16631343960762024, -0.21978554129600525, -0.4346696138381958, -0.26422742009162903, -0.06870302557945251, 0.019433727487921715, -0.5947137475013733, -0.37730252742767334, -0.20512749254703522, 0.6523556709289551, -0.614287793636322, 0.3478758633136749, -0.17728503048419952, -0.15411695837974548, -0.354001522064209, -0.34756553173065186, -0.46825355291366577, -0.3750157952308655, 0.22564934194087982, -0.07453157752752304, -0.3676910698413849, -0.8132231831550598, -0.3434714674949646, -0.488883912563324, -0.3347964584827423, -0.06291680783033371, -0.563359797000885, 0.2981994152069092, -0.2284885048866272, 0.021980946883559227, -0.14928895235061646, -0.07552545517683029, 0.5879271626472473, 0.2916282117366791, 0.18708354234695435, -0.0941900983452797, -0.0897882878780365, 0.14736726880073547, 0.4456726908683777, 0.05528988316655159, -0.05487764626741409, 0.03317338973283768, -0.14810501039028168, -0.08876799792051315, 0.3210313022136688, 0.028373807668685913, 0.16882094740867615, -0.2948131561279297, 0.2983851730823517, -0.6198475360870361, 0.19364206492900848, -0.1640872061252594, 0.03263425454497337, 0.06197730079293251, -0.495829313993454, 0.1116369217634201, 0.015252020210027695, 0.2616478204727173, 0.35879775881767273, -0.28669771552085876, 0.5733228921890259, 0.18431788682937622, -0.11075498908758163, -0.2363085001707077, 0.4429449737071991, 0.45418667793273926, 0.19981749355793, 0.28319254517555237, 0.33143338561058044, 0.1579308658838272, 0.3672165274620056, 0.3175114393234253, -0.0248541459441185, 0.4852014183998108, 0.0741443932056427, 0.12437833845615387, 0.18784283101558685, 0.6639239192008972, 0.016633693128824234, -0.18573753535747528, -0.12080064415931702, 0.11349517107009888, 0.1337023377418518, -0.2024095505475998, -0.11696496605873108, 0.09773369133472443, 0.06182342767715454, -0.12410756200551987, -0.012826805002987385, 0.20850874483585358, 0.1960308849811554, 0.20873339474201202, 0.15249069035053253, 0.01775718852877617, 0.1029970645904541, 0.32936152815818787, -0.06118327006697655, 0.10893689095973969, -0.2724491059780121, 0.4851619303226471, 0.41496825218200684, 0.008010156452655792, 0.3259130120277405, 0.636630117893219, 0.2093515843153, 0.06707695126533508, -0.16151902079582214, 0.06202184408903122, -0.06510993093252182, 0.36990049481391907, 0.5320009589195251, 0.3418538570404053, 0.25744444131851196, -0.019998781383037567, 0.2417334020137787, -0.3092425763607025, -0.20809714496135712, 0.20187291502952576, 0.17450521886348724, 0.22622345387935638, 0.29122617840766907, -0.011531366035342216, -0.0054380446672439575, -0.18261060118675232, 0.6440668702125549, -0.24877682328224182, -0.08474377542734146, 0.13486763834953308, -0.3055187165737152, -0.2740318775177002, -0.04647882282733917, -0.1458675116300583, -0.07997918874025345, 0.102704718708992, -0.18490657210350037, 0.10846646130084991, 0.164823979139328, 0.15389025211334229, -0.19408206641674042, -0.2418661266565323, -0.12283144891262054, -0.08962245285511017, -0.007237531244754791, 0.30872562527656555, -0.17764411866664886, -0.13050159811973572, -0.29722845554351807, -0.16066759824752808, 0.22647754848003387, 0.144512340426445, 0.3956391513347626, 0.3686997592449188, 0.24985691905021667, 0.21567402780056, -0.21074242889881134, -0.23400680720806122, -0.08653947710990906, 0.3284774422645569, -0.043585557490587234, 0.141983300447464, 0.1841389387845993, 0.053155314177274704, 0.39988550543785095, -0.09806858003139496, 0.14412635564804077, -0.10751982778310776, 0.25046271085739136, 0.13888919353485107, -0.17664891481399536, 0.39741596579551697, 0.048500142991542816, -0.11959295719861984, 0.09540797770023346, -0.06990092992782593, 0.2607084810733795, 0.005410173907876015, -0.12679556012153625, 0.341721773147583, -0.06383942812681198, 0.25511494278907776, -0.1270575374364853, -0.10064910352230072, 0.0237293541431427, -0.021827109158039093, -0.08734361082315445, 0.3362995982170105, 0.13484029471874237, -0.6261356472969055, -0.6476185321807861, -0.274897038936615, -0.2985016405582428, 0.0048974547535181046, -0.21645736694335938, 0.23652450740337372, -0.09638313204050064, -0.21843373775482178, -0.15618091821670532, -0.30138370394706726, 0.13387539982795715, -0.3190290927886963, -0.22196176648139954, 0.28484007716178894, 0.4002252221107483, -0.15101109445095062, -0.2826424539089203, 0.04878309369087219, -0.0994240939617157, 0.06587247550487518, -0.05349064990878105, 0.2070033997297287, -0.21397115290164948, -0.30775052309036255, -0.5041950345039368, 0.08385180681943893, 0.31295764446258545, -0.13558565080165863, 0.25731363892555237, 0.22331726551055908, 0.4251573085784912, -0.2538438141345978, 0.960752546787262, -0.016578517854213715, 0.13350644707679749, -0.3160467743873596, 0.561576783657074, -0.0031718509271740913, -0.2618718445301056, -0.1679028421640396, 0.4721769690513611, -0.5857528448104858, -0.24614547193050385, -0.6116465926170349, 0.22726058959960938, 0.5818806886672974, 0.13883712887763977, -0.2830654978752136, 0.30108028650283813, 0.09529750794172287, 0.006805755198001862, 0.4750489294528961, 0.9885765314102173, 0.5168380737304688, 0.6003008484840393, 0.3364098370075226, 0.3201271593570709, 0.14841242134571075, 0.10289009660482407, 0.5318996906280518, 0.13261157274246216, -0.02194584161043167, 0.08829197287559509, 1.6284749507904053, -0.46223539113998413, -0.15417416393756866, 0.6864622831344604, 0.03592883050441742, -0.11371739953756332, 0.4243399500846863, -0.1266423761844635, 0.27978751063346863, 0.12301801890134811, -0.033228762447834015, -0.2986494302749634, 0.8188872933387756, 0.1630866527557373, -0.02300100401043892, 0.12343116104602814, 0.23666439950466156, 0.01884469762444496, 0.304256409406662, 0.4075588583946228, 0.03879454731941223, 0.4402000904083252, -0.14307498931884766, -0.3646228313446045, 0.3288918137550354, -0.025738457217812538, 0.19600917398929596, 0.35598403215408325, -0.3126061260700226, -0.4893064796924591, -0.3146175742149353, 0.2007669359445572, 0.06285693496465683, -0.1426321417093277, -0.1455511599779129, 0.6081940531730652, 7.225409507751465, 1.5005143880844116, -0.01623857021331787, 0.6764780879020691, -0.24267640709877014, 0.29307299852371216, -0.3669474422931671, -0.026320982724428177, -0.2796756327152252, -0.258039653301239, -0.27724772691726685, -0.13809184730052948, 0.3475845754146576, 1.1305185556411743, 0.23537437617778778, 0.6305752396583557, -0.20689786970615387, -0.035589396953582764, -0.031106799840927124, 0.01532986294478178, -0.288803368806839, -0.07173369824886322, -0.03467730060219765, 0.1501532793045044, -0.6634859442710876, -0.24373584985733032, -0.03390195965766907, 0.05347025766968727, -0.08974073827266693, 0.2227860689163208, -0.07375603914260864, -0.13033047318458557, 0.2211628407239914, 0.11921119689941406, 0.16812171041965485, -0.12167295813560486, -0.0503590926527977, -0.08026787638664246, 0.11503277719020844, 0.040255408734083176, -0.3926782011985779, -0.26841217279434204, 0.2892390489578247, -0.10475310683250427, -0.04546346887946129, 0.3818088471889496, 0.2634996473789215, 0.09834209084510803, -0.31907007098197937, -0.06411851942539215, -0.332584947347641, -0.20353485643863678, 0.17569996416568756, -0.0031256331130862236, -0.3431558609008789, 0.038444697856903076, -0.9330134987831116, 0.08299852162599564, -0.008024021983146667, 0.0047815409488976, 0.13425502181053162, 0.2817531228065491, 0.051090095192193985, -0.3280878961086273, -0.32712629437446594, 0.17744523286819458, 0.34950944781303406, -0.36501479148864746, 0.07266945391893387, 0.3665291965007782, -0.054211728274822235, -0.345909982919693, -0.15147237479686737, -0.07427534461021423, 0.4297526478767395, -0.2254185676574707, -0.15310490131378174, -0.014411535114049911, 0.11692723631858826, 0.34883618354797363, -0.003948277793824673, -0.3357079327106476, -0.27590036392211914, -0.11411412805318832, 0.23863892257213593, -0.7275508642196655, -0.008289104327559471, -0.2275591939687729, -0.21973305940628052, 0.026938557624816895, 0.05267000198364258, -0.05408531799912453, -0.026528552174568176, 0.13930043578147888, -0.6666910648345947, 0.24982202053070068, -0.17638841271400452, -0.1392940878868103, -0.17841799557209015, 0.2290382832288742, -0.06961949169635773, 0.01297827996313572, -0.2221778780221939, 0.12585113942623138, -0.16152583062648773, -0.5133897066116333, -0.0690581351518631, 0.08979032188653946, 0.5616984963417053, -0.04016268253326416, 0.07031510025262833, -0.04562877118587494, 0.06454162299633026, 0.34544989466667175, -0.49664920568466187, -0.4295732080936432, 0.0976310446858406, -0.48468247056007385, 0.08323931694030762, -0.12592186033725739, 0.12940692901611328, -0.06995563954114914, -0.18832625448703766, -0.1588824987411499, -0.3512215316295624, -0.024602729827165604, 0.39091742038726807, -0.14556539058685303, 0.12483064085245132, -0.30706673860549927, 0.13535696268081665, -0.04561509191989899, -0.3551354706287384, -0.13680286705493927, -0.2896288335323334, -0.18353983759880066, 0.32532361149787903, -0.3391856253147125, -0.2860966622829437, -0.08840934187173843, -0.5323553085327148, -0.5837205052375793, 0.11574844270944595, -0.41884252429008484, -0.10289761424064636, -0.03687535971403122, -0.19295436143875122, 0.049195606261491776, -0.11476977169513702, 0.16080735623836517, 0.020404435694217682, -0.21683001518249512, -0.24025581777095795, 0.1782381236553192, -0.11941070109605789, 0.4447014629840851, -0.12680698931217194, 0.4602789878845215, -0.026692934334278107, -0.11458683013916016, -0.1189195066690445, -0.4570433497428894, -0.1272505223751068, 0.09905585646629333, -0.08170861005783081, -0.26646843552589417, -0.23527610301971436, -0.3102805018424988, -0.3502553403377533, -0.37620648741722107, 0.39460739493370056, -0.4539377987384796, -0.0004219419788569212, 0.09753777086734772, -0.19901622831821442, -0.3018670976161957, -0.3365146517753601, -0.18930375576019287, -0.440133661031723, 0.5834789276123047, 0.12539544701576233, 0.32297876477241516, -0.1852886825799942, 0.4253529906272888, 0.03669346123933792, 0.1434609740972519, -0.13464267551898956, -0.03247218206524849, -0.17356392741203308, 0.2273845076560974, 0.24996179342269897, -0.21788480877876282, -0.2994014322757721, -0.22601810097694397, -0.31260642409324646, -0.045565396547317505, 0.7434988021850586, -0.10289174318313599, 0.10761375725269318, -0.3300721347332001, 0.4264780879020691, -0.251911461353302, -0.17134295403957367, -0.0034417174756526947, -0.07678257673978806, -0.19851090013980865, 0.11076569557189941, -0.38599035143852234, 0.14827224612236023, 0.11747460067272186, -0.11962748318910599, 0.7347463965415955, 0.0037001855671405792, -0.12041692435741425, -0.3687863349914551, -0.23443613946437836, 0.39805901050567627, -0.5176222920417786, -0.005071647465229034, 0.479629248380661, -0.3159202039241791, -0.3595983684062958, 0.3856669068336487, 0.17106126248836517, 0.16451600193977356, 0.18916334211826324, -0.16133001446723938, 0.41263431310653687, -0.20778702199459076, 0.5908578038215637, -0.45642897486686707, -0.2736888527870178, -0.2543363869190216, -0.3225368559360504, 0.1386813372373581, 0.2639256417751312, -0.2962196171283722, 0.05412229895591736, -0.3282697796821594, -0.3371664583683014, 0.400775283575058, -0.3663269281387329, -0.2344316691160202, -0.07166329026222229, 0.04674083739519119, -0.4639917016029358, -0.3361152112483978, 0.07073991000652313, -0.37920525670051575, 0.23087090253829956, -0.3325997292995453, -0.1687433123588562, -0.06859511137008667, 1.2470779418945312, -0.1908952295780182, 0.11312615871429443, -0.12264605611562729, -0.4151330292224884, -0.2135578989982605, 0.12693427503108978, 0.37045517563819885, -0.1265377402305603, 0.1332988142967224, -0.06885115802288055, -0.10490965843200684, 0.059637051075696945, -0.31140241026878357, 0.10192220658063889, -0.5668947696685791, -0.2974059283733368, 0.46504735946655273, 0.40983545780181885, 0.3648777902126312, -0.11233703792095184, -0.04542937129735947, -0.08421138674020767, 0.3592916429042816, 0.0011833235621452332, -0.43711233139038086, -0.18486161530017853, 0.5561932325363159, -0.14596521854400635, -0.14515963196754456, -0.019057895988225937, 0.3843168616294861, -0.3907526731491089, -0.6062343716621399, 0.22292016446590424, -0.07773762941360474, -0.2260705977678299, -0.25683483481407166, 0.11156056821346283, 0.11315298825502396, 0.12235324084758759, 0.14489978551864624, 0.023004693910479546, 0.2555190324783325, 0.832487940788269, 0.22723163664340973, 0.24562931060791016, -0.24209465086460114, -0.2816743850708008, -0.3875211775302887, 0.012318136170506477, 0.3672999143600464, -0.32701748609542847, -0.2343950718641281, 0.1818235218524933, -0.004697706550359726, 0.22503937780857086, -0.021027665585279465, -0.006233809515833855, -0.6917340755462646, -0.4780416488647461, -0.0627693459391594, 0.2501618564128876, 0.2492332011461258, -0.2746465504169464, 0.0456104539334774, 0.224953293800354, 0.08333168923854828, 0.07881589978933334, -0.02430647239089012, -0.05935610085725784, -0.008705712854862213, 0.18381956219673157, -0.11896221339702606, -0.07052874565124512, 0.2709070146083832, 0.10124820470809937, -0.25548887252807617, -0.1490865796804428, 0.03857188671827316, -0.34006357192993164, -0.3127206563949585, -0.21380315721035004, -0.38221409916877747, -0.20222313702106476, -0.11353707313537598, -0.32690584659576416, 1.785118579864502, -0.5153063535690308, 0.0004910103161819279, 0.12543293833732605, -0.17382141947746277, 0.1692974716424942, -0.27715185284614563, 0.058091193437576294, -0.43641215562820435, 0.23676788806915283, -0.07496871054172516, -0.410356730222702, -0.10257779061794281, 0.06370415538549423, -0.2789689302444458, -0.1784532368183136, 0.1644192934036255, 0.03353241831064224, -0.2489679604768753, 0.14090903103351593, -0.21773943305015564, 0.007589171640574932, -0.3095497190952301, 0.33335673809051514, -0.07035334408283234, -0.013449002057313919, -0.2028484344482422, -0.17600516974925995, 0.1935940384864807, -0.03528430312871933, -0.1089259684085846, -0.03950073570013046, 0.23506301641464233, -0.3130339980125427, -0.0640941932797432, 0.037370748817920685, 0.15386958420276642, -0.3064022660255432, 0.2655367851257324, -0.11032924801111221, 0.03139863908290863, -0.2842390835285187, 0.097530297935009, -0.33903446793556213, -0.40938663482666016, 0.17769284546375275, -0.5032445192337036, -0.26478779315948486, -0.3209567964076996, -0.01890566758811474, 0.15295381844043732, -0.015555065125226974, 0.1803528070449829, -0.13738971948623657, -0.009558724239468575, -0.44617584347724915, -0.11234868317842484, -0.5018118619918823, -0.0917075052857399, -0.014474610798060894, 0.11728157848119736, -0.04813456907868385, -0.18151459097862244, 0.47787272930145264, 0.03153669834136963, -0.2767995297908783, 0.17035351693630219, 0.3463779389858246, 3.4231882095336914, 0.2584666609764099, 0.606063723564148, -0.5349793434143066, -0.20355746150016785, -0.1472259759902954, 0.1866304874420166, -0.15853072702884674, -0.3796074390411377, 0.3257317543029785, -0.47030866146087646, 0.12806926667690277, -0.44367748498916626, -0.41030988097190857, 0.043048981577157974, -0.1671428382396698, -0.05934585630893707, -0.45601677894592285, 0.29408320784568787, 0.30473649501800537, 0.06440341472625732, 0.14907921850681305, -0.1630929708480835, -0.028167733922600746, 0.2254662960767746, -0.21062491834163666, 0.23276643455028534, -0.1515367478132248, -0.03097463957965374, -0.1786636859178543, -0.10852304100990295, 0.18695297837257385, 0.2189103662967682, -0.29035526514053345, 0.16188104450702667, -0.4483267366886139, -0.210269033908844, 0.19956819713115692, -0.013858598656952381, 0.3445775508880615, 0.37318527698516846, -0.21738412976264954, -0.2851100564002991, -0.014310626313090324, 0.5186113119125366, 0.011576574295759201, -0.27836132049560547, 0.12487364560365677, 0.11676125228404999, -0.07342671602964401, 0.0221121646463871, -0.2781013548374176, 0.01498196367174387, -0.21806655824184418, 0.13442698121070862, 0.2460637241601944, -0.1198253184556961, -0.34526917338371277, -0.428907573223114, 0.8025107979774475, 0.2219511717557907, -0.6893136501312256, -0.251245379447937, -0.25864148139953613, -0.14603278040885925, 0.00887034460902214, -0.09067359566688538, -0.03321003541350365, -0.34252917766571045, 0.2486387938261032, -0.4138224422931671, -0.2896246612071991, 0.17360202968120575, 0.20979416370391846, -0.05533817410469055, -0.17347416281700134, -0.2000187635421753, -0.3820088803768158, -0.34937015175819397, -0.27459296584129333, 0.3527149558067322, -0.3994084298610687, 0.05907696485519409, 2.661766290664673, -0.03967580944299698, -0.0366181917488575, 0.1486649215221405, 0.015253987163305283, -0.0948992371559143, -0.029547303915023804, 0.445292592048645, 0.17447134852409363, 0.1373278796672821, -0.04485020041465759, 0.14409169554710388, -0.25017794966697693, 3.8675923347473145, -0.3454960286617279, -0.18354341387748718, 0.4378587007522583, 0.26655155420303345, 0.01782357692718506, 0.47543007135391235, -0.4307691156864166, 0.7872369885444641, -0.13258226215839386, -0.11844561994075775, 0.4530496895313263, -0.06519879400730133, 0.17697042226791382, -0.24091820418834686, -0.018161993473768234, -0.17033636569976807, 0.0067967614158988, -0.2554475665092468, -0.20885337889194489, -0.14153707027435303, -0.08017712086439133, -0.011183470487594604, -0.08242399990558624, -0.21849492192268372, -0.11364354193210602, 0.25299808382987976, -0.011270344257354736, -0.110407754778862, -0.1446477323770523, 0.12196414172649384, -0.06044646352529526, 0.16887448728084564, -0.08146930485963821, -0.021830305457115173, -0.2830111086368561, 0.00836283527314663, 0.014219164848327637, 0.541572093963623, 0.01920817419886589, 0.04907776787877083, 0.015112241730093956, -0.004732456058263779, 0.19628533720970154, 0.018430408090353012, -0.28429293632507324, 0.38463741540908813, -0.2680717408657074, 0.326202929019928, -0.21043501794338226, -0.20586074888706207, -0.1088472455739975, -0.08618947118520737, 0.0801544189453125, -0.25223371386528015, -0.0347088985145092, 0.2441556453704834, -0.12453845888376236, 0.09769778698682785, -0.09608343243598938, 0.18892453610897064, 0.09163041412830353, -0.10411599278450012, -0.015037039294838905, -0.1940130740404129, -0.2117253541946411, 0.39610493183135986, 0.940864622592926, -0.09278198331594467, 0.05229011923074722, 0.5524386167526245, 0.16891492903232574, 0.2690805494785309, -0.04786359518766403, 0.11999040096998215, -0.5032142996788025, 0.050003767013549805, -0.006227940320968628, 0.21802441775798798, 0.2687641680240631, 0.16666090488433838, -0.03739571571350098, 0.04634321480989456, -0.5654181241989136, -0.3165484368801117, -0.033971913158893585, 0.057503268122673035, 0.14357629418373108, -0.023402230814099312, -0.18176274001598358, 0.4611840844154358, -0.2178758829832077], [0.25199177861213684, 0.017097491770982742, -0.13677355647087097, 0.06602071970701218, -0.003919195383787155, 0.26610875129699707, -0.6375072598457336, -0.27113839983940125, -0.1242472231388092, -0.32814672589302063, 0.5395817756652832, -0.03653872385621071, -0.1907968968153, -0.6942984461784363, -0.2047596275806427, -0.2834453582763672, 0.009305097162723541, -0.3595145344734192, -0.46236899495124817, -0.28880637884140015, -0.030034340918064117, 0.7248823642730713, -0.5844447016716003, -0.498752236366272, -0.4735732972621918, -0.1082473024725914, 0.4902125298976898, 0.06760300695896149, 0.3130757808685303, 0.6363791823387146, -0.3808238208293915, -0.024363631382584572, 0.4817056655883789, -0.15981777012348175, -0.188182532787323, 0.006145589053630829, 0.01342799887061119, -0.4209294319152832, 0.5256541967391968, 0.1621304154396057, -0.04864577576518059, 0.44527167081832886, 0.018342500552535057, 0.4613689184188843, 0.36199814081192017, -0.05274117365479469, -0.15698124468326569, 0.36464163661003113, -0.09982959181070328, -0.3228113353252411, -0.37676042318344116, 0.34633132815361023, 0.03336507827043533, -0.4256007671356201, -0.37440046668052673, -0.5160574913024902, -0.5501811504364014, -0.3062891662120819, -0.4049455523490906, 0.6734473705291748, -0.39929309487342834, -0.5755400657653809, -0.129740372300148, -0.23060275614261627, 0.2387203872203827, -0.0653897300362587, 0.10149957239627838, -0.72182297706604, 0.31143495440483093, -0.24954690039157867, -0.16140688955783844, -0.0363306924700737, -0.08777919411659241, 1.2145438194274902, -0.5119760036468506, -0.1520872414112091, -0.35177725553512573, -0.5743237733840942, 0.54453045129776, -0.3202241063117981, 0.7534496784210205, -0.32420849800109863, -0.1524067223072052, 0.35998234152793884, -0.5056371092796326, -0.6858611702919006, -0.03437184914946556, -0.2591220438480377, -0.1506558060646057, -0.28074461221694946, -0.20359647274017334, -0.005644641816616058, 0.6245704889297485, -0.22829581797122955, -0.3629564940929413, 0.3798592686653137, -0.3569198548793793, -0.23914164304733276, 0.48248395323753357, 0.07863502949476242, -0.002619963139295578, 0.006094861775636673, -0.15681147575378418, 0.5156222581863403, -0.3193228840827942, -0.3869279623031616, 0.05351688340306282, -0.1177583709359169, -0.010636718943715096, -0.07469630986452103, -0.13721129298210144, 0.11406426131725311, -0.4450182318687439, -0.05834116041660309, -0.2496282309293747, -0.31983351707458496, -0.07747329771518707, 0.1868545413017273, -0.27749472856521606, -0.17924199998378754, 0.07114771753549576, -0.11194036900997162, 0.01732957363128662, -0.4997905194759369, -0.2674545645713806, -0.4348512589931488, 0.6323237419128418, -0.6224300861358643, 0.45151105523109436, 0.218827486038208, 0.042616553604602814, -0.4149969220161438, -0.15106774866580963, -0.3405219614505768, -0.15733939409255981, 0.12129468470811844, 0.030211446806788445, -0.38247543573379517, -0.4959556460380554, -0.004939841106534004, -0.1564931869506836, -0.1556221842765808, 0.007687028497457504, 0.027831392362713814, -0.13822394609451294, -0.1263480931520462, 0.12759625911712646, -0.04185394197702408, -0.1180005818605423, 0.28865426778793335, 0.18539127707481384, 0.07464529573917389, -0.07369843125343323, 0.08294353634119034, 0.22278721630573273, 0.43364328145980835, -0.16121335327625275, -0.03994769975543022, -0.132575124502182, -0.0462021641433239, 0.03857974335551262, 0.31231388449668884, 0.032306745648384094, 0.2543850541114807, -0.33201390504837036, -0.014831677079200745, -0.4036412835121155, -0.04578903317451477, 0.09756938368082047, 0.023043453693389893, 0.48555245995521545, -0.2259586900472641, -0.10615323483943939, 0.04613589867949486, 0.3066585063934326, 0.4339141249656677, -0.1907583326101303, 0.6661306619644165, 0.048247165977954865, -0.14747074246406555, -0.07165026664733887, 0.31048664450645447, 0.6468515992164612, 0.12637776136398315, 0.5091784000396729, 0.6457900404930115, 0.3171409070491791, 0.27858710289001465, 0.35322079062461853, 0.1138489693403244, 0.4157103896141052, 0.30158936977386475, 0.36375781893730164, 0.3036768436431885, 0.6949326992034912, -0.045282673090696335, 0.32567715644836426, 0.0753985121846199, 0.16040447354316711, 0.33479025959968567, -0.049227360635995865, 0.010788706131279469, 0.26569506525993347, 0.17726698517799377, 0.1782129406929016, -0.008466911502182484, 0.06028880923986435, 0.1980113685131073, -0.13302457332611084, 0.013275159522891045, -0.07470942288637161, 0.03944641351699829, 0.37636011838912964, -0.09665772318840027, -0.017162827774882317, -0.008093210868537426, 0.430915504693985, 0.08625318109989166, -0.11930672824382782, 0.2732730209827423, 0.38528913259506226, 0.3291202485561371, 0.11042892932891846, -0.07413806021213531, -0.1978299915790558, -0.013614263385534286, 0.379952073097229, 0.1657920777797699, 0.29331380128860474, 0.11001120507717133, 0.04767594113945961, -0.13951300084590912, -0.18281054496765137, -0.19177645444869995, -0.01918843761086464, 0.14638946950435638, -0.05032044276595116, -0.11582478880882263, -0.2406284511089325, -0.09871377050876617, -0.27671512961387634, -0.025038883090019226, -0.1654573380947113, -0.2651110887527466, -0.07642316818237305, -0.17118306457996368, -0.10024727880954742, -0.11323153972625732, -0.09864039719104767, -0.2751859426498413, 0.08680698275566101, -0.08618669211864471, 0.16657677292823792, 0.07176195085048676, -0.08542388677597046, -0.027779730036854744, -0.04881909862160683, -0.0355348140001297, 0.051016710698604584, 0.17520031332969666, 0.16807541251182556, 0.07152454555034637, 0.13158315420150757, -0.14381143450737, -0.13934461772441864, -0.0006216689944267273, 0.306056946516037, 0.11683930456638336, 0.26052573323249817, 0.06765396147966385, 0.16763949394226074, -0.041133228689432144, -0.15797525644302368, 0.193388894200325, 0.30795615911483765, -0.2630268931388855, 0.0783010795712471, -0.042957887053489685, -0.05665050819516182, 0.1469781994819641, -0.05812046304345131, 0.2797171473503113, -0.04775995761156082, 0.14132249355316162, -0.05234586447477341, 0.03465748950839043, 0.3112057149410248, 0.05277896299958229, -0.03426185995340347, 0.0302923284471035, -0.130030557513237, 0.164028137922287, -0.03301558643579483, -0.1007794663310051, 0.2622429430484772, -0.12873154878616333, -0.020817546173930168, -0.3013511598110199, -0.12522265315055847, -0.07614945620298386, -0.04773775860667229, -0.3121040463447571, 0.34343281388282776, 0.19924303889274597, -0.5838914513587952, -0.5359753370285034, -0.0732760801911354, -0.37534287571907043, -0.2766263782978058, -0.2166244387626648, -0.1987278312444687, -0.08257125318050385, 0.3569536805152893, -0.19493365287780762, -0.06662570685148239, -0.10484063625335693, -0.20064108073711395, -0.13144977390766144, 0.17568297684192657, -0.10427162051200867, -0.04611217603087425, -0.3396146595478058, 0.002584362868219614, -0.14206823706626892, -0.20964133739471436, -0.15403364598751068, -0.07725377380847931, -0.39021632075309753, -0.23639936745166779, -0.29986077547073364, -0.030973931774497032, 0.02279944345355034, 0.0008585024625062943, 0.18570773303508759, 0.1950058490037918, 0.4124910235404968, -0.35578781366348267, 0.6185110807418823, 0.15922871232032776, 0.10545989871025085, -0.37865471839904785, 0.4818834662437439, 0.02507607266306877, -0.23834128677845, -0.3031335771083832, 0.19864323735237122, -0.5498148798942566, -0.3410603404045105, -0.6769343614578247, 0.14370490610599518, 0.11565513908863068, 0.11597397178411484, -0.2219180017709732, 0.25073307752609253, -0.05570144206285477, 0.07426595687866211, 0.4581151306629181, 0.881232500076294, 0.6607164144515991, 0.7979182004928589, 0.22452200949192047, 0.34903284907341003, -0.003608359256759286, 0.19838185608386993, 0.4771783947944641, -0.07930058985948563, -0.062027640640735626, 0.07164717465639114, 1.1569572687149048, -0.4632703363895416, -0.22289039194583893, 0.7776514887809753, -0.04817323014140129, 0.025404611602425575, 0.39065244793891907, -0.2628738582134247, 0.0813814103603363, 0.3484337329864502, -0.0572647899389267, -0.19564813375473022, 0.5780087113380432, 0.36398375034332275, 0.04578888416290283, 0.0177116971462965, 0.09797234833240509, -0.14628806710243225, -0.02458484098315239, 0.5920090675354004, -0.09798862040042877, 0.20303069055080414, -0.08569014072418213, -0.21959614753723145, 0.2798967659473419, 0.088053859770298, 0.08599277585744858, 0.5064031481742859, -0.12912316620349884, -0.43212053179740906, -0.2328178584575653, 0.030539726838469505, 0.1296195238828659, -0.3417056202888489, 0.01649954915046692, 1.2139713764190674, 7.455554008483887, 2.5352368354797363, 0.19014564156532288, 0.9912772178649902, 0.014333294704556465, -0.09577872604131699, -0.273036926984787, -0.008329715579748154, -0.2833085060119629, 0.18334417045116425, 0.08204461634159088, -0.4114500880241394, 0.26875680685043335, 0.5740964412689209, 0.1634349673986435, 0.36996811628341675, -0.345806747674942, -0.45838209986686707, 0.05041460320353508, -0.21901562809944153, -0.08477833867073059, -0.5014305710792542, 0.01686970517039299, 0.06035768985748291, -0.7233563661575317, -0.2058590054512024, -0.060784079134464264, 0.0021431855857372284, -0.050366878509521484, -0.05381203442811966, -0.06057996302843094, -0.07696431875228882, 0.16638441383838654, -0.3514680564403534, -0.24820667505264282, -0.1387038230895996, -0.07033788412809372, -0.11133445799350739, 0.14177118241786957, -0.1527213603258133, -0.25062432885169983, -0.22535772621631622, -0.3842181861400604, -0.06550208479166031, -0.11956480890512466, 0.26442110538482666, 0.10938839614391327, 0.21533827483654022, -0.3201464116573334, -0.14766748249530792, -0.13575507700443268, -0.1435113251209259, 0.16739913821220398, -0.0824495404958725, -0.14333929121494293, 0.024182336404919624, -0.7038165330886841, 0.12376178801059723, 0.1603504717350006, -0.18774224817752838, -0.05163286626338959, 0.004406326450407505, 0.053775835782289505, -0.09156345576047897, -0.38465428352355957, 0.11986066401004791, 0.06890486925840378, -0.28701987862586975, 0.18398897349834442, -0.023448511958122253, -0.002037016674876213, -0.26068049669265747, -0.030849415808916092, -0.06862659752368927, 0.27424147725105286, -0.22419825196266174, -0.23996953666210175, -0.21460972726345062, -0.3458590805530548, 0.1993715912103653, 0.45364394783973694, -0.15471379458904266, -0.045666128396987915, -0.08472243696451187, -0.014240384101867676, -0.546282947063446, 0.06950937956571579, -0.14415396749973297, -0.1376064121723175, 0.2816515564918518, 0.17003631591796875, -0.01877424493432045, -0.017187373712658882, -0.3412676155567169, -0.5450363159179688, 0.21696658432483673, 0.03800749033689499, 0.040962159633636475, -0.22045256197452545, 0.48416441679000854, -0.06549903750419617, -0.0026653544045984745, -0.19522710144519806, 0.012728288769721985, -0.05031998082995415, -0.43822357058525085, -0.05783475190401077, 0.1868661642074585, 0.46237894892692566, -0.10764698684215546, 0.5142955183982849, -0.027530135586857796, 0.03385158255696297, -0.0728561133146286, -0.40794095396995544, -0.3966616988182068, -0.1477309763431549, -0.2911441922187805, 0.100518137216568, -0.11127577722072601, 0.2134566605091095, -0.02901247888803482, -0.18155169486999512, -0.3196994364261627, -0.45230525732040405, -0.05327318608760834, 0.24061806499958038, -0.009371988475322723, -0.05724772810935974, -0.3213549852371216, 0.011414377950131893, -0.13087408244609833, -0.32826003432273865, -0.073180191218853, -0.2203967124223709, -0.10592171549797058, 0.3910941183567047, -0.40792569518089294, -0.15038134157657623, -0.14884737133979797, -0.4595792591571808, -0.5232381224632263, 0.08132270723581314, -0.42897871136665344, -0.14697256684303284, -0.08934587985277176, -0.1430068016052246, -0.06245255842804909, -0.018682802096009254, -0.14975041151046753, 0.22679901123046875, 0.023299213498830795, -0.3040847182273865, 0.9410672187805176, -0.07743831723928452, 0.3301197290420532, -0.1732441633939743, 0.590720534324646, -0.43015873432159424, 0.49782222509384155, -0.13821154832839966, -0.5532212853431702, -0.131601944565773, 0.07417269051074982, -0.06904286891222, -0.2316291630268097, -0.22111378610134125, -0.4611659049987793, -0.14709922671318054, -0.18491023778915405, 0.0854320377111435, -0.3642607629299164, 0.2082950323820114, 0.07086929678916931, -0.16154511272907257, -0.21549934148788452, -0.3876625597476959, -0.285863995552063, -0.3502649664878845, 0.670333206653595, 0.24332916736602783, 0.07209878414869308, 0.07668791711330414, 0.3102966547012329, 0.04256259649991989, 0.2868020534515381, -0.2956739664077759, 0.046857643872499466, -0.17355382442474365, 0.0866260677576065, 0.14046844840049744, -0.19814155995845795, -0.22868311405181885, -0.3071534335613251, -0.03559604659676552, -0.14107079803943634, 0.3291812837123871, -0.058221131563186646, 0.11393896490335464, -0.3072355389595032, 0.16853629052639008, -0.21237821877002716, -0.06827842444181442, 0.21046991646289825, -0.14162655174732208, -0.2677956819534302, 0.1565110683441162, -0.3820393681526184, 0.3115999698638916, 0.04801088944077492, 0.010789722204208374, -0.2388773113489151, -0.2979058027267456, -0.212566539645195, -0.13155867159366608, -0.3009447157382965, 0.1405152827501297, -0.2500692307949066, 0.12603223323822021, 0.5385450720787048, -0.23073498904705048, 0.16601693630218506, 0.2453959584236145, 0.05360349267721176, 0.22231601178646088, 0.1786092221736908, -0.16008347272872925, 0.24983060359954834, -0.12409554421901703, 0.38563835620880127, -0.25028136372566223, -0.042334023863077164, -0.08724457025527954, -0.22694382071495056, 0.11240023374557495, 0.18095509707927704, -0.12545371055603027, -0.02211381308734417, -0.14901147782802582, -0.25764012336730957, 0.07376038283109665, -0.16229018568992615, -0.06313404440879822, 0.24018758535385132, 0.006270304322242737, -0.3051765561103821, -0.0741637796163559, 0.06733725219964981, -0.20010679960250854, 0.20414981245994568, -0.22736528515815735, -0.11540422588586807, 0.028150714933872223, 2.053912878036499, -0.294859379529953, 0.14375725388526917, 0.010495890863239765, -0.09607776999473572, -0.18613675236701965, 0.19712196290493011, 0.03396036475896835, 0.1474406123161316, -0.051816537976264954, -0.16482876241207123, -0.37540385127067566, -0.16300217807292938, -0.06918275356292725, -0.37502506375312805, -0.08478648960590363, -0.032434433698654175, 0.7934274077415466, 0.2923814356327057, 0.22880235314369202, -0.2707762122154236, -0.12258251011371613, -0.17426955699920654, 0.11502831429243088, -0.04713050276041031, -0.4735693037509918, -0.08498840034008026, 0.4017370343208313, -0.08984994888305664, -0.04363584518432617, 0.001038484275341034, 0.5300344228744507, -0.411921888589859, -0.49944549798965454, 0.039543960243463516, -0.07013505697250366, -0.08917157351970673, -0.21675248444080353, 0.040557779371738434, -0.18996888399124146, 0.07227201759815216, 0.18217378854751587, 0.08337073028087616, 0.2923606336116791, 0.5395619869232178, 0.29958540201187134, 0.09520792961120605, -0.3791113793849945, -0.18533580005168915, -0.36664441227912903, -0.14146897196769714, 0.24412132799625397, -0.24877886474132538, -0.20467454195022583, -0.014379629865288734, -0.21276670694351196, 0.12855756282806396, -0.010703525505959988, -0.17350420355796814, -0.7689869403839111, -0.2970256805419922, -0.16802413761615753, 0.14962150156497955, 0.1855776458978653, -0.35043564438819885, 0.021714264526963234, 0.23177725076675415, 0.21196109056472778, -0.2574271857738495, -0.025637060403823853, -0.14565731585025787, 0.22727689146995544, 0.2411195933818817, -0.1511353850364685, -0.1345503181219101, 0.04664089158177376, -0.05144846439361572, -0.08863865584135056, -0.22728437185287476, -0.04461129382252693, -0.37419313192367554, -0.12394312024116516, -0.36622416973114014, 0.021173134446144104, -0.009851112961769104, -0.12648390233516693, -0.2806702256202698, 2.39022159576416, -0.2698533236980438, 0.07387348264455795, 0.22078995406627655, -0.10662026703357697, 0.08297646045684814, -0.3826240003108978, 0.07222555577754974, -0.1701097935438156, 0.10454542934894562, 0.15339669585227966, -0.12166203558444977, -0.11073537170886993, 0.042814191430807114, -0.1544395387172699, -0.09897501766681671, 0.05890382453799248, -0.10566572844982147, -0.12648354470729828, 0.4115449786186218, -0.1292664259672165, 0.35725951194763184, -0.4297313988208771, 0.08521196246147156, 0.10996893048286438, 0.01582876220345497, -0.2240179479122162, -0.015793349593877792, 0.20882262289524078, 0.004271149635314941, -0.030806615948677063, 0.018904145807027817, -0.0672103613615036, -0.1614268720149994, -0.3307594060897827, 0.020857790485024452, 0.3386721611022949, -0.27265873551368713, 0.04924793541431427, -0.1118125393986702, -0.001834610477089882, -0.23906224966049194, 0.09814836829900742, -0.05762796103954315, -0.2679066061973572, 0.2387440800666809, -0.3853476047515869, -0.40980401635169983, -0.33404919505119324, -0.13230597972869873, 0.041363347321748734, -0.004887524992227554, 0.043410688638687134, -0.017788708209991455, 0.11250641942024231, -0.2696772813796997, -0.040798354893922806, -0.1624382585287094, 0.11133591085672379, 0.333383709192276, -0.03974451869726181, -0.2433289736509323, -0.1295957714319229, 0.26056331396102905, -0.09546364843845367, -0.33640241622924805, 0.10374560952186584, 0.3113584816455841, 2.304037094116211, -0.03992457315325737, 0.846701443195343, -0.4817657768726349, -0.3677510917186737, 0.18970271944999695, 0.14782197773456573, -0.10822062194347382, -0.5082643628120422, 0.2959868311882019, -0.2368820160627365, -0.04890863224864006, -0.26592254638671875, -0.27542975544929504, -0.15232622623443604, -0.19499683380126953, -0.012157918885350227, -0.3627850115299225, 0.6951159834861755, 0.4015999138355255, 0.0272073857486248, 0.4511905610561371, 0.024623852223157883, 0.036605846136808395, -0.08969441801309586, -0.3664148449897766, 0.14253726601600647, -0.15395678579807281, -0.261156290769577, -0.15800924599170685, -0.027670130133628845, 0.13557972013950348, 0.13140654563903809, -0.34596961736679077, 0.4409523010253906, -0.02208682894706726, -0.06990759074687958, -0.07592273503541946, -0.12889079749584198, 0.03941080719232559, 0.14557433128356934, -0.149652361869812, -0.09461716562509537, -0.05446586012840271, 0.5004889369010925, 0.13661380112171173, -0.16891610622406006, 0.07524073868989944, 0.5259933471679688, -0.02752760611474514, 0.4569322168827057, -0.15730628371238708, 0.37116268277168274, -0.1735166311264038, -0.002182270400226116, 0.3199211657047272, -0.06666362285614014, -0.31634509563446045, -0.4910314977169037, 0.7946486473083496, -0.04213662073016167, -0.5166971683502197, -0.15723152458667755, -0.3163263499736786, 0.062138114124536514, 0.039178069680929184, -0.06791314482688904, -0.055753421038389206, -0.1599285751581192, 0.2506674528121948, -0.4257875680923462, -0.31507861614227295, 0.3008575439453125, -0.0016325302422046661, 0.12311877310276031, -0.16129671037197113, -0.22685179114341736, -0.21575701236724854, -0.295245498418808, -0.1135607436299324, 0.11180311441421509, -0.1597341001033783, 0.08980312943458557, 3.2278194427490234, -0.21990498900413513, 0.08299856632947922, -0.13940897583961487, -0.05990771949291229, -0.1802453249692917, -0.007059183903038502, 0.858704149723053, -0.008919663727283478, -0.05057390034198761, -0.09096229821443558, -0.07578157633543015, -0.016488343477249146, 4.167344093322754, -0.5114089250564575, 0.002352207899093628, 0.30257993936538696, 0.2482503056526184, -0.3484986126422882, 1.2173446416854858, -0.29876792430877686, -0.030730703845620155, -0.3066690266132355, -0.1579309105873108, 0.1526724249124527, 0.02243335358798504, 0.07230238616466522, -0.09236979484558105, 0.004108060151338577, -0.21039150655269623, -0.20692317187786102, -0.003488704562187195, -0.18991927802562714, -0.5063408017158508, -0.17903810739517212, 0.04553057998418808, -0.14856860041618347, -0.19638749957084656, -0.1169135719537735, -0.16083978116512299, 0.0028046853840351105, 0.004580419510602951, -0.05039086937904358, 0.0703723356127739, 0.018123716115951538, 0.3021741211414337, 0.053364310413599014, -0.22128069400787354, -0.18979087471961975, -0.030203096568584442, -0.13971935212612152, 0.15593209862709045, -0.4423023462295532, 0.03073466755449772, 0.04880065843462944, -0.03453995659947395, -0.0014342349022626877, -0.044894322752952576, -0.36775675415992737, 0.008169526234269142, -0.27211710810661316, 0.050464726984500885, -0.06404384225606918, -0.1267753541469574, -0.05740220844745636, -0.3373112082481384, -0.09052494168281555, -0.3152850568294525, -0.14394167065620422, 0.006520552560687065, -0.05334194749593735, 0.23930177092552185, -0.2407892346382141, 0.10878171026706696, 0.0863017812371254, -0.21895518898963928, -0.29177409410476685, -0.18206939101219177, -0.20217297971248627, -0.14961908757686615, 0.5199387073516846, 0.004616953432559967, 0.1156168133020401, 0.0954594761133194, 0.059251636266708374, 0.028124717995524406, -0.13160823285579681, -0.26314303278923035, -0.2757470905780792, -0.13332140445709229, -0.1099671721458435, 0.1906910240650177, -0.2389894723892212, -0.1349332183599472, -0.03322606161236763, -0.12582434713840485, -0.38082894682884216, -0.266648530960083, -0.003773421049118042, -0.03219473361968994, 0.15663401782512665, 0.03047829493880272, -0.12462113797664642, -0.02821381203830242, -0.160539448261261], [0.29068610072135925, 0.12026891112327576, -0.2243867814540863, -0.05388055369257927, -0.07731958478689194, 0.26798656582832336, -0.5293969511985779, -0.3117527365684509, -0.11564253270626068, -0.13538210093975067, 0.4725593328475952, -0.06360797584056854, -0.1290535181760788, -0.4659542441368103, -0.05054613947868347, -0.1452643722295761, 0.02343108132481575, -0.3477798402309418, -0.3007715344429016, -0.138813316822052, 0.1497352421283722, 0.3930722773075104, -0.5895945429801941, -0.3437294065952301, -0.47933727502822876, -0.05703333020210266, 0.4881570041179657, 0.06311797350645065, 0.09749440848827362, 0.24268239736557007, -0.37803083658218384, -0.03282211720943451, 0.24713832139968872, 0.10267440974712372, -0.13321150839328766, -0.07411343604326248, 0.11241042613983154, -0.41071978211402893, 0.2383906990289688, -0.17978987097740173, -0.07458901405334473, 0.2176765501499176, -0.15852338075637817, 0.28625011444091797, 0.159284308552742, -0.14165401458740234, -0.2616606056690216, 0.29866230487823486, -0.100164033472538, -0.45815661549568176, -0.2877388596534729, 0.2786653935909271, 0.024586275219917297, -0.24277697503566742, -0.14774182438850403, -0.3275160491466522, -0.482160359621048, -0.18426449596881866, -0.3240651488304138, 0.6430197954177856, -0.2627394497394562, -0.3810683488845825, -0.1611136645078659, -0.04777761921286583, 0.3480522632598877, 0.09468556940555573, 0.22049656510353088, -0.5930233001708984, 0.19409441947937012, -0.2002354860305786, 0.15162146091461182, -0.13438951969146729, -0.032023217529058456, 1.0399729013442993, -0.36825549602508545, -0.20712047815322876, -0.22165048122406006, -0.39619916677474976, 0.29411083459854126, -0.29746055603027344, 0.5824663043022156, -0.11229343712329865, -0.09945070743560791, 0.3220846652984619, -0.42698195576667786, -0.42147302627563477, -0.07382786273956299, -0.21497933566570282, -0.10304548591375351, -0.2390444278717041, -0.11594779044389725, -0.045687951147556305, 0.5290817618370056, -0.07189709693193436, -0.17179301381111145, 0.4651503562927246, -0.36674171686172485, -0.16648681461811066, 0.29551562666893005, -0.01004646997898817, 0.020951732993125916, 0.017485182732343674, -0.23540982604026794, 0.4044947326183319, -0.2996675670146942, -0.39053425192832947, -0.1942814588546753, -0.1237628310918808, -0.05649702623486519, -0.06556183099746704, -0.0948520302772522, 0.0951562449336052, -0.3947699964046478, 0.06922239810228348, -0.1274140626192093, -0.22382138669490814, 0.0025843679904937744, 0.08611610531806946, -0.21942977607250214, -0.30238771438598633, -0.024432044476270676, -0.16698938608169556, 0.06884497404098511, -0.48307371139526367, -0.3814437985420227, -0.23552176356315613, 0.45171353220939636, -0.23210135102272034, 0.3423421382904053, -0.1929156631231308, -0.12188875675201416, -0.2834157645702362, -0.20747743546962738, -0.23877152800559998, -0.06689371168613434, 0.15559731423854828, -0.002259831875562668, -0.30556154251098633, -0.49975961446762085, -0.187081977725029, -0.06053350865840912, -0.21473248302936554, -0.10266327857971191, -0.2634432315826416, -0.1498280167579651, -0.08176929503679276, 0.00527070090174675, -0.10864313691854477, 0.11224813014268875, 0.32924020290374756, 0.08943825215101242, 0.0407983735203743, 0.0841231569647789, 0.02828310802578926, 0.09694287925958633, 0.08517805486917496, -0.14316733181476593, -0.0776548683643341, -0.12912678718566895, -0.013337389566004276, -0.1842256784439087, 0.22286884486675262, -0.003144174814224243, 0.15159115195274353, -0.3174057602882385, 0.09519699960947037, -0.2745353877544403, -0.036661066114902496, 0.059830039739608765, -0.1052909642457962, -0.12531106173992157, -0.27416861057281494, -0.07744051516056061, -0.04024459049105644, 0.16712304949760437, -0.11891376972198486, -0.24633529782295227, 0.21554189920425415, -0.00701711094006896, -0.15788838267326355, -0.14576274156570435, -0.04256647080183029, 0.12764789164066315, -0.07126219570636749, 0.13071824610233307, 0.15101358294487, -0.09029146283864975, 0.007191569544374943, 0.018436428159475327, 0.005890462547540665, 0.21350230276584625, 0.022593094035983086, -0.06429173052310944, -0.1594349592924118, 0.3535533845424652, 0.13395649194717407, -0.1407691240310669, -0.0458892397582531, -0.12290225178003311, 0.08060379326343536, -0.12306296825408936, -0.2604280114173889, -0.013131201267242432, 0.03777308762073517, 0.15969282388687134, -0.09240010380744934, 0.014433586038649082, 0.042517997324466705, 0.021783573552966118, 0.03987748548388481, -0.034944720566272736, -0.12110427021980286, 0.150732159614563, -0.20996667444705963, -0.1528836190700531, -0.23829378187656403, 0.09865546226501465, 0.05922877788543701, -0.2553434371948242, -0.033934950828552246, 0.1644006371498108, 0.05456409230828285, 0.09238843619823456, -0.08549011498689651, -0.27337074279785156, -0.06660400331020355, 0.0810106098651886, 0.06646358966827393, 0.06844700872898102, 0.06453879177570343, 0.0539204478263855, -0.07052294164896011, -0.1965501457452774, -0.25607389211654663, 0.020436685532331467, 0.10444534569978714, -0.03809741884469986, -0.07584983110427856, -0.23713840544223785, -0.012141600251197815, -0.1615084409713745, -0.012522337958216667, -0.2641245722770691, -0.17129197716712952, 0.01549537293612957, -0.1703774631023407, -0.14685559272766113, -0.10314816236495972, -0.09316019713878632, -0.1580137312412262, 0.1739780157804489, -0.0873965471982956, -0.02002103440463543, -0.0993751659989357, -0.10608820617198944, -0.07291801273822784, -0.041243020445108414, -0.07357385009527206, -0.02394162118434906, -0.04464046657085419, -0.09184722602367401, -0.2124464511871338, -0.007179073989391327, -0.11594449728727341, -0.20348268747329712, -0.1984112709760666, -0.07158096879720688, -0.0928436666727066, 0.11622301489114761, -0.17682817578315735, 0.11505754292011261, -0.094764344394207, -0.17305873334407806, 0.01763267070055008, 0.21908998489379883, -0.05243300646543503, 0.16486035287380219, 0.1567801982164383, 0.10695409774780273, 0.08043541014194489, -0.11761936545372009, 0.05638629198074341, -0.17148667573928833, -0.04376298934221268, -0.08899717032909393, 0.12095905840396881, 0.20662042498588562, -0.09410616755485535, -0.11890222877264023, -0.07157335430383682, -0.09991241991519928, -0.010935061611235142, -0.04211835563182831, -0.11864220350980759, 0.10756250470876694, -0.16352051496505737, 0.05974866449832916, -0.11340789496898651, -0.10281214118003845, -0.08940664678812027, 0.030968215316534042, -0.1250632107257843, 0.4550330638885498, 0.3095213770866394, -0.2108287513256073, -0.475849449634552, -0.12205111980438232, -0.2280827909708023, -0.045184724032878876, -0.06319182366132736, 0.07146750390529633, -0.01325247623026371, -0.1621890813112259, 0.034961849451065063, -0.047156400978565216, 0.04877633601427078, -0.1583489179611206, 0.057453304529190063, 0.3735125660896301, 0.2985380291938782, 0.06020214036107063, -0.23543241620063782, 0.1571677327156067, -0.13166409730911255, 0.10397355258464813, 0.09470760822296143, 0.24702586233615875, -0.25889852643013, -0.1331319957971573, -0.27657824754714966, 0.11551156640052795, 0.26328855752944946, -0.09904608875513077, -0.05306093022227287, 0.14616450667381287, 0.2346518486738205, -0.32732880115509033, 0.2682284712791443, -0.029955562204122543, 0.09021852910518646, -0.3015446960926056, 0.26258692145347595, 0.05768962204456329, -0.21856912970542908, -0.19873686134815216, 0.0827251523733139, -0.42529526352882385, -0.2089553028345108, -0.5841220021247864, 0.14483274519443512, 0.1407981663942337, 0.16288119554519653, -0.00042583607137203217, 0.247046560049057, -0.16670751571655273, -0.036853987723588943, 0.014729474671185017, 0.42234742641448975, 0.020665239542722702, 0.21961674094200134, 0.08619524538516998, 0.18315041065216064, -0.14722847938537598, 0.004484161734580994, 0.014775305986404419, -0.15587519109249115, -0.08396691828966141, -0.1540890634059906, 1.3824959993362427, -0.5185447335243225, -0.08731663227081299, 0.6772031188011169, -0.15092581510543823, -0.14412058889865875, 0.26010435819625854, -0.32707729935646057, 0.06397666037082672, 0.20621557533740997, -0.014516927301883698, -0.2399420440196991, 0.45219096541404724, 0.2015029937028885, -0.01583104394376278, -0.005955670028924942, 0.08382490277290344, -0.012727949768304825, 0.20095078647136688, 0.2962714731693268, 0.008663572371006012, 0.2177218645811081, -0.04093198478221893, -0.18117225170135498, 0.43000319600105286, 0.06322438269853592, 0.1642906367778778, 0.09508591145277023, -0.21860764920711517, -0.3431680202484131, -0.2942276895046234, 0.22369208931922913, 0.14409631490707397, -0.2063697725534439, 0.03642940893769264, 0.7527455687522888, 6.761437892913818, 2.8829329013824463, 0.09050785005092621, 0.26676031947135925, -0.15686975419521332, -0.1518346071243286, -0.3329557478427887, -0.09487217664718628, -0.13119156658649445, 0.2586422860622406, -0.03375251591205597, -0.32642972469329834, 0.09266072511672974, 0.17799611389636993, 0.05705426260828972, 0.2785983085632324, -0.22708266973495483, -0.4121169149875641, 0.1354500651359558, -0.08132074773311615, -0.30608242750167847, -0.2358255237340927, 0.0825556144118309, -0.009425774216651917, -0.3069477081298828, -0.12555275857448578, -0.1845034956932068, 0.11806458234786987, 0.09751379489898682, 0.0710381492972374, -0.10392837971448898, -0.25560981035232544, 0.1229894757270813, -0.4367981553077698, -0.05629466474056244, -0.04781452193856239, -0.11180074512958527, -0.050450026988983154, -0.09989066421985626, 0.07259777188301086, -0.4635103642940521, -0.2928365468978882, -0.0039973873645067215, -0.2029666304588318, -0.1196967288851738, 0.024493210017681122, 0.1668356955051422, 0.14820779860019684, -0.3150096535682678, 0.09301503002643585, -0.22909589111804962, 0.024603765457868576, 0.13788321614265442, -0.18951807916164398, -0.3166901469230652, 0.030530599877238274, -0.5746266841888428, 0.13685324788093567, 0.3731517791748047, -0.10691990703344345, 0.1910267025232315, -0.013643241487443447, 0.039546526968479156, -0.12885263562202454, -0.365871787071228, 0.13651250302791595, -0.010598443448543549, -0.48605406284332275, 0.06193774566054344, 0.45340025424957275, -0.04890384525060654, -0.2008758932352066, -0.3087001144886017, 0.12234912812709808, 0.2681381404399872, -0.1782437562942505, 0.05664418637752533, -0.0939415693283081, -0.15508167445659637, -0.059701841324567795, -0.25903254747390747, -0.26243913173675537, 0.02261100895702839, 0.13742798566818237, -0.04333502799272537, -0.6266762018203735, 0.18510305881500244, 0.07067325711250305, -0.17253270745277405, 0.23475375771522522, 0.2955576479434967, -0.01012350246310234, -0.1208406537771225, -0.1488441377878189, -0.420826256275177, 0.3904262185096741, 0.18971037864685059, 0.04233275353908539, 0.006900463253259659, 0.48277491331100464, -0.2677743136882782, -0.12169134616851807, -0.2587883770465851, 0.04561419412493706, -0.04942203685641289, -0.36426690220832825, -0.20034290850162506, -0.019284769892692566, 0.4626847207546234, -0.20274820923805237, 0.4811769425868988, -0.09690549224615097, 0.09808799624443054, -0.3176860511302948, -0.3113834857940674, -0.34238794445991516, 0.1328621357679367, -0.18523700535297394, 0.03292372450232506, -0.32457512617111206, 0.2036522626876831, 0.023000067099928856, -0.009719034656882286, -0.19151952862739563, -0.36214736104011536, 0.004795432090759277, 0.232033371925354, -0.02554658055305481, 0.009268678724765778, -0.2748055160045624, 0.08712334930896759, -0.11900515109300613, -0.4615803062915802, -0.02646336331963539, -0.11477843672037125, -0.0914277657866478, 0.11376792937517166, -0.32127895951271057, 0.005126389674842358, -0.2877664864063263, -0.3479681611061096, -0.3632009029388428, 0.18246634304523468, -0.32953381538391113, -0.026810569688677788, 0.07365727424621582, -0.021587712690234184, 0.17167584598064423, -0.02947411499917507, 0.02227926254272461, -0.07984376698732376, -0.15647172927856445, -0.22660253942012787, -0.0837983563542366, 0.0418134480714798, 0.5264595150947571, -0.16457302868366241, 0.4329492747783661, -0.21201473474502563, 0.32414543628692627, -0.18411292135715485, -0.3645508885383606, 0.03449438512325287, 0.15876415371894836, -0.13961991667747498, -0.1492537260055542, -0.17926882207393646, -0.28507107496261597, -0.32439708709716797, -0.03229329735040665, 0.2907280921936035, -0.0777747854590416, 0.38505247235298157, 0.169590562582016, 0.05605430528521538, 0.10799337178468704, -0.37960678339004517, -0.0780089944601059, -0.3483695685863495, 0.5520321130752563, 0.3363598585128784, 0.1730971336364746, 0.1186014711856842, 0.34420931339263916, 0.23421359062194824, 0.2171863466501236, -0.1670205295085907, 0.1259053498506546, -0.21009203791618347, 0.20640625059604645, 0.2216930091381073, -0.4719347059726715, -0.08045025169849396, -0.1536564826965332, 0.11766093224287033, 0.08602744340896606, 0.5000954866409302, -0.0935458391904831, 0.05115041881799698, -0.26608720421791077, 0.19892089068889618, -0.17345169186592102, 0.24140457808971405, -0.0010781660676002502, -0.13881845772266388, -0.0774989202618599, 0.22965112328529358, -0.4889328181743622, 0.17087534070014954, 0.12032956629991531, -0.0853443592786789, -0.06264559924602509, -0.13491494953632355, -0.1517554521560669, -0.04575666785240173, -0.10433077812194824, 0.8682083487510681, -0.170898899435997, 0.022093595936894417, 0.537003755569458, -0.12847404181957245, -0.42613527178764343, 0.21390269696712494, -0.11061622202396393, 0.5013071894645691, 0.2846510112285614, 0.2934618592262268, 0.2279437631368637, 0.005643466487526894, 0.3657428026199341, -0.4561595022678375, 0.1313839554786682, -0.07895301282405853, -0.30929094552993774, 0.2687905430793762, 0.18444280326366425, -0.16912589967250824, 0.11805865168571472, -0.15457214415073395, -0.25979921221733093, 0.14291369915008545, -0.36407577991485596, -0.09055459499359131, 0.08877819776535034, 0.20906195044517517, -0.3678339123725891, -0.23301038146018982, 0.12472457438707352, -0.3325871229171753, 0.11638712882995605, -0.05206675082445145, -0.04945731908082962, -0.03902183845639229, 1.0021077394485474, -0.19940833747386932, 0.1674973964691162, -0.062090080231428146, -0.14135409891605377, 0.1898503303527832, 0.02687946893274784, 0.1336841732263565, 0.32679635286331177, 0.13058122992515564, -0.18344023823738098, -0.23807145655155182, -0.04549555107951164, -0.0691816434264183, -0.3529616594314575, -0.22722186148166656, 0.16008174419403076, 0.4522579312324524, 0.4256645739078522, 0.1437108963727951, -0.10055400431156158, -0.0064163850620388985, -0.16026224195957184, 0.19040733575820923, 0.7946232557296753, -0.16037791967391968, 0.19025616347789764, 0.6876230835914612, -0.1910814493894577, -0.103377565741539, -0.021295180544257164, 0.5714898109436035, -0.46927446126937866, -0.42035651206970215, 0.24986940622329712, -0.2028965950012207, -0.18175044655799866, -0.2511567771434784, -0.1737697273492813, -0.12744110822677612, 0.09848063439130783, -0.29664936661720276, 0.1938292235136032, -0.022601639851927757, 0.16409024596214294, 0.1340905725955963, 0.09099052846431732, -0.08419038355350494, -0.15600107610225677, -0.1113113984465599, -0.01453896053135395, 0.5203524231910706, -0.3994942307472229, -0.26405826210975647, -0.029798900708556175, -0.11255036294460297, 0.5285302996635437, 0.04206069931387901, 0.24829965829849243, -0.5699189305305481, -0.2773081958293915, -0.07481085509061813, 0.04247818887233734, 0.03547801077365875, -0.29644668102264404, 0.15717782080173492, 0.12029511481523514, 0.012369176372885704, -0.2707779109477997, 0.25098398327827454, -0.02350527048110962, 0.19244658946990967, 0.380637526512146, -0.18627935647964478, 0.12006917595863342, 0.299190491437912, -0.06751590967178345, -0.17036724090576172, -0.23554427921772003, -0.03596054017543793, -0.44106629490852356, -0.1582268476486206, -0.046451181173324585, -0.08307600021362305, -0.12747719883918762, -0.0034568989649415016, -0.20690110325813293, 1.3522508144378662, 0.005061350762844086, -0.0024776195641607046, 0.19010421633720398, -0.16290192306041718, 0.045819588005542755, -0.2812722325325012, -0.05931493639945984, 0.10636420547962189, 0.33163005113601685, 0.16981352865695953, -0.07384803891181946, -0.02417152188718319, -0.16458076238632202, -0.06453152745962143, 0.07991069555282593, 0.16231314837932587, -0.040538087487220764, -0.3174791932106018, 0.41115617752075195, -0.1306801587343216, 0.30950137972831726, -0.32003089785575867, 0.0444338358938694, 0.24270473420619965, 0.07969790697097778, -0.12007997930049896, 0.01332828775048256, 0.029615839943289757, -0.08262469619512558, 0.5837804675102234, -0.04298897460103035, 0.0654444694519043, -0.07441423088312149, -0.14556054770946503, 0.017289521172642708, -0.14639286696910858, -0.30314403772354126, 0.4065675139427185, -0.020204124972224236, 0.16269643604755402, -0.2475704848766327, -0.007061924785375595, 0.01121077686548233, 0.40718719363212585, 0.18775714933872223, -0.23351143300533295, -0.2285793423652649, -0.24990034103393555, -0.1364566683769226, -0.10349519550800323, 0.013436391949653625, 0.1145683228969574, -0.17402726411819458, 0.19926175475120544, -0.07125221192836761, 0.03917454183101654, -0.14183104038238525, 0.17402783036231995, 0.09249726682901382, 0.1651363968849182, -0.25607630610466003, -0.03168344497680664, 0.4268617630004883, 0.0437052920460701, -0.10486747324466705, 0.24287889897823334, 0.24400289356708527, 4.333093643188477, 0.08511975407600403, 0.6731297373771667, -0.4677566885948181, -0.19280579686164856, 0.214127779006958, 0.27121445536613464, -0.084142304956913, -0.4493483603000641, 0.18055269122123718, -0.17046959698200226, -0.1044410765171051, -0.28049859404563904, -0.2423831969499588, -0.23376180231571198, -0.08521672338247299, -0.08148743957281113, -0.39805200695991516, 0.33218181133270264, 0.21093076467514038, -0.2551288306713104, 0.16257326304912567, 0.1837552785873413, 0.8213209509849548, 0.07467296719551086, -0.2851940393447876, 0.2192448377609253, -0.30125221610069275, 0.03125503659248352, -0.13886132836341858, -0.2598781883716583, -0.14559201896190643, 0.26353561878204346, -0.4058816134929657, 0.4734457731246948, -0.4136318564414978, 0.029790649190545082, -0.08593974262475967, -0.2700512111186981, 0.3052700161933899, 0.2260756641626358, -0.1421053111553192, -0.06640331447124481, 0.1665133833885193, 0.3623955249786377, -0.01570165902376175, -0.19517889618873596, 0.32705754041671753, 0.18977247178554535, 0.1264636516571045, 0.020116157829761505, -0.16930967569351196, -0.28034353256225586, -0.19315943121910095, 0.07554981857538223, 0.25916290283203125, 0.0006058290600776672, -0.05987028777599335, -0.45134833455085754, 0.6005603075027466, -0.23171673715114594, -0.5346881747245789, -0.13652677834033966, -0.030026812106370926, 0.18579430878162384, -0.09386187791824341, 0.05401085689663887, -0.11737103760242462, -0.3669888973236084, 0.44117480516433716, -0.34191375970840454, -0.2950618863105774, 0.10076312720775604, 0.06955312192440033, 0.18772532045841217, -0.17508713901042938, -0.13436421751976013, -0.05560101568698883, -0.4650557339191437, -0.19264687597751617, 0.6355108618736267, -0.3485579192638397, 0.25519976019859314, 2.058049440383911, 0.009412265382707119, 0.14303863048553467, -0.06680244207382202, -0.07112850993871689, -0.15026292204856873, -0.07312116026878357, 0.8487580418586731, 0.03489362820982933, 0.09424053132534027, -0.06260433793067932, 0.04319251328706741, -0.05768270045518875, 3.590930461883545, -0.445530503988266, 0.08947987109422684, 0.3041050434112549, 0.25325146317481995, 0.07420340180397034, 0.45539233088493347, -0.13172972202301025, 0.047953829169273376, -0.18003647029399872, 0.04952221363782883, 0.13963846862316132, 0.05365808680653572, 0.21300671994686127, -0.2647891044616699, -0.009880390018224716, -0.09885882586240768, -0.038151875138282776, 0.007448472082614899, -0.21976624429225922, -0.23645006120204926, -0.32028868794441223, 0.0868493914604187, -0.054277561604976654, -0.15206807851791382, -0.12037143111228943, -0.15674534440040588, -0.018494192510843277, 0.06627851724624634, -0.07916560024023056, 0.27117279171943665, 0.07018240541219711, 0.23284722864627838, -0.06143537536263466, -0.1511344611644745, -0.10856202244758606, 0.02520952932536602, 0.038610152900218964, 0.2724095582962036, -0.20094266533851624, 0.15098290145397186, 0.017067113891243935, 0.11485226452350616, 0.09100836515426636, 0.03417297080159187, -0.19451893866062164, 0.03345527499914169, -0.23606891930103302, 0.2603628933429718, -0.12137768417596817, 0.03804280608892441, -0.040389738976955414, -0.18403005599975586, -0.09146571159362793, -0.18791984021663666, -0.11566916108131409, 0.0709354355931282, -0.13202516734600067, 0.0268055759370327, -0.1717735081911087, 0.0270345788449049, 0.15416879951953888, -0.15161551535129547, -0.19299793243408203, -0.30446797609329224, -0.06494196504354477, -0.10722967982292175, 0.23026452958583832, -0.12459651380777359, 0.1382060945034027, 0.06325288116931915, 0.0068197716027498245, -0.008488573133945465, -0.1712968647480011, -0.051119364798069, -0.25879916548728943, -0.05010387301445007, 0.05658603832125664, 0.3073025345802307, -0.12479093670845032, 0.12097328156232834, 0.023364003747701645, -0.027160782366991043, -0.3511756956577301, -0.15734928846359253, 0.08991716802120209, 0.021942853927612305, 0.20916111767292023, 0.003505484666675329, 0.05413559079170227, 0.051231738179922104, -0.12084595859050751], [0.3076171278953552, 0.10009537637233734, -0.17065666615962982, 0.12707418203353882, -0.03893262520432472, 0.5169637799263, -0.6720191240310669, -0.3940022885799408, -0.0918426364660263, -0.3224962055683136, 0.4829195737838745, 0.11042684316635132, 0.042865630239248276, -0.4712730944156647, -0.16156801581382751, -0.17464038729667664, 0.16940461099147797, -0.3754007816314697, -0.47067371010780334, -0.16593769192695618, 0.13830789923667908, 0.8499596118927002, -0.5536781549453735, -0.32273536920547485, -0.3299080729484558, -0.12343540042638779, 0.5602496862411499, -0.10745309293270111, 0.07715189456939697, 0.3483262360095978, -0.2762526273727417, -0.08954490721225739, 0.305001437664032, -0.029899340122938156, -0.25991010665893555, -0.19759532809257507, 0.061649516224861145, -0.4036348760128021, 0.30458754301071167, 0.39257997274398804, -0.2853424847126007, 0.21206530928611755, -0.03645932301878929, 0.35561463236808777, 0.21284767985343933, -0.07549751549959183, -0.09678977727890015, 0.31734517216682434, -0.059201836585998535, -0.5049956440925598, -0.22588993608951569, 0.3670705258846283, 0.07903480529785156, -0.1679498255252838, -0.25760072469711304, -0.2998030185699463, -0.44874507188796997, -0.18140798807144165, -0.2168733924627304, 0.36689096689224243, -0.22150088846683502, -0.3945827782154083, -0.2474314272403717, -0.16465291380882263, 0.4410537779331207, 0.08305297791957855, 0.184543639421463, -0.5435435771942139, 0.3225114047527313, -0.04827988147735596, 0.03112354874610901, -0.06162122264504433, -0.18319518864154816, 1.1585246324539185, -0.3065917193889618, -0.11834713816642761, -0.17746621370315552, -0.3759685754776001, 0.3197801113128662, -0.35486388206481934, 0.6212643384933472, -0.16208364069461823, 0.003025086596608162, 0.20038248598575592, -0.5385814309120178, -0.4816734194755554, -0.08782489597797394, -0.31274327635765076, -0.08049041777849197, -0.23473821580410004, -0.21540924906730652, 0.039790455251932144, 0.9895933866500854, -0.1334872543811798, -0.15958622097969055, 0.32044869661331177, -0.3584052622318268, -0.3639834225177765, 0.33558809757232666, 0.0821252316236496, -0.12399056553840637, 0.07478474080562592, -0.2120213508605957, 0.5717853903770447, -0.10895313322544098, 0.07127739489078522, 0.11922009289264679, -0.09803049266338348, 0.08287066221237183, -0.08843718469142914, -0.08726434409618378, 0.0398000068962574, -0.49303749203681946, -0.05129829794168472, -0.20354819297790527, -0.26048019528388977, -0.027609936892986298, -0.00964462012052536, -0.2648797929286957, -0.1532192975282669, -0.14865845441818237, -0.13962554931640625, 0.03084249421954155, -0.4513356685638428, -0.2650028169155121, -0.1939620077610016, 0.47119632363319397, -0.06541638821363449, 0.5748345851898193, -0.17613187432289124, -0.2029038667678833, -0.2552158236503601, -0.2288740575313568, -0.21812883019447327, -0.1695246696472168, 0.12402088195085526, -0.00019885040819644928, -0.3191976845264435, -0.45297783613204956, -0.30745890736579895, -0.28768667578697205, -0.28770312666893005, -0.02328554168343544, -0.5150655508041382, -0.022465281188488007, -0.21139347553253174, 0.18174658715724945, -0.10921093076467514, 0.09652148187160492, 0.2724401354789734, 0.25702476501464844, 0.40030166506767273, -0.1605192869901657, -0.24470996856689453, 0.23357464373111725, 0.29173269867897034, -0.08254508674144745, -0.09892924129962921, -0.12801231443881989, -0.0507332906126976, -0.10680776834487915, 0.29231637716293335, -0.07060671597719193, 0.162613183259964, -0.33437320590019226, 0.03234107792377472, -0.3686581552028656, -0.10783487558364868, 0.006759371608495712, -0.05650636926293373, 0.18310126662254333, -0.226882204413414, 0.08401428163051605, -0.03469700366258621, 0.3769344687461853, 0.25336164236068726, -0.3792140781879425, 0.6987384557723999, 0.08303631842136383, -0.07587986439466476, -0.16414722800254822, 0.206143319606781, 0.9526686668395996, -0.10787595063447952, 0.5235931277275085, 0.42370808124542236, 0.19921281933784485, 0.21130093932151794, 0.2528667449951172, 0.022193824872374535, 0.3484032452106476, 0.03617927432060242, 0.48863640427589417, 0.15924884378910065, 0.6790649890899658, -0.09951694309711456, 0.07664397358894348, -0.11720502376556396, 0.11347422003746033, 0.13651932775974274, -0.13845835626125336, -0.19374984502792358, 0.1574394404888153, 0.17545752227306366, 0.19364354014396667, 0.09808361530303955, 0.21505743265151978, 0.19881390035152435, -0.011570323258638382, 0.14223811030387878, -0.15006133913993835, 0.05868053436279297, 0.23799675703048706, 0.027182644233107567, -0.049465544521808624, -0.30122143030166626, 0.24380236864089966, 0.17983199656009674, -0.031165502965450287, 0.15198594331741333, 0.4540325403213501, 0.07194286584854126, -0.023583728820085526, -0.18554195761680603, -0.2699097692966461, 0.31055188179016113, 0.25516054034233093, 0.10064172744750977, 0.1846381574869156, -0.1355777382850647, 0.08883725106716156, 0.06107867509126663, -0.2882211208343506, -0.2105996161699295, 0.011614285409450531, 0.36631152033805847, -0.015077582560479641, -0.1242542415857315, -0.3824194669723511, -0.10305574536323547, -0.20309117436408997, 0.0915960818529129, -0.1728755384683609, 0.004319408908486366, 0.026856999844312668, -0.1642192006111145, -0.14403997361660004, -0.10073255002498627, 0.01439705304801464, -0.31313812732696533, 0.18955427408218384, -0.12385719269514084, 0.18302467465400696, 0.10017163306474686, 0.062138598412275314, 0.08191347122192383, -0.04896320030093193, -0.07768334448337555, -0.01726701855659485, -0.10906043648719788, 0.13685211539268494, 0.028936412185430527, 0.24938489496707916, -0.2045697420835495, -0.2664854824542999, -0.1554843932390213, 0.0077572595328092575, 0.18053758144378662, 0.5246691703796387, 0.09321185946464539, 0.1775195449590683, -0.07635980099439621, -0.09159794449806213, 0.19926570355892181, 0.2391241192817688, 0.018180040642619133, 0.20590952038764954, 0.15207360684871674, -0.060524601489305496, 0.2610085606575012, 0.08923126757144928, 0.21072903275489807, -0.0688079446554184, 0.16072362661361694, 0.13690990209579468, 0.19872945547103882, 0.49599793553352356, 0.09303022921085358, -0.14183397591114044, 0.003096013329923153, -0.043861351907253265, 0.26936742663383484, 0.18015223741531372, -0.06637340039014816, 0.2990212142467499, -0.15878301858901978, 0.17059266567230225, -0.2843277156352997, -0.03667920082807541, 0.21101997792720795, 0.013724975287914276, -0.13414719700813293, 0.3184567093849182, 0.3571866452693939, -0.14808401465415955, -0.3828250467777252, -0.24176084995269775, 0.06893649697303772, -0.1168886199593544, -0.0429961234331131, 0.18655169010162354, 0.23388254642486572, -0.17008435726165771, 0.15701007843017578, 0.10971448570489883, 0.1920364797115326, 0.008643660694360733, -0.01464528776705265, 0.32831165194511414, 0.12981285154819489, 0.1324782520532608, -0.32642340660095215, 0.1510261595249176, -0.07013382017612457, -0.12647652626037598, -0.03905055299401283, 0.14597001671791077, -0.27632811665534973, -0.26850616931915283, -0.29118284583091736, 0.016973568126559258, 0.1398891657590866, 0.019757363945245743, 0.24619995057582855, 0.23272088170051575, 0.709857702255249, -0.03772556036710739, 0.5286305546760559, 0.19306081533432007, 0.031390026211738586, -0.44988739490509033, 0.422463059425354, 0.020557992160320282, -0.10248997807502747, -0.22755970060825348, 0.02533850446343422, -0.30022528767585754, -0.2527817487716675, -0.34412020444869995, 0.21789979934692383, 0.3146267533302307, 0.091659776866436, -0.1364865005016327, 0.15973792970180511, 0.08976322412490845, 0.1975497007369995, 0.5960974097251892, 0.6241318583488464, 0.38780906796455383, 0.388702392578125, 0.16989250481128693, 0.10853869467973709, -0.01184837706387043, -0.013901053927838802, 0.7765666842460632, 0.12050910294055939, -0.009006177075207233, 0.32500433921813965, 1.6285512447357178, -0.24571460485458374, 0.15781617164611816, 1.0140966176986694, 0.2286708503961563, 0.2846265137195587, 0.7561317086219788, -0.057233214378356934, 0.32449427247047424, 0.5143235921859741, 0.22814229130744934, 0.1513863205909729, 0.8254789113998413, 0.6229085326194763, 0.3222719132900238, 0.142127126455307, 0.29102200269699097, -0.18576869368553162, 0.25004279613494873, 0.43772512674331665, 0.06225428730249405, 0.30564209818840027, -0.06973423808813095, -0.17859968543052673, 0.2817096710205078, 0.3974795937538147, 0.05930247902870178, 0.1611335277557373, -0.23716850578784943, -0.29319363832473755, -0.2317785918712616, 0.01724311150610447, 0.22723150253295898, -0.1769237518310547, -0.12601278722286224, 0.7024160623550415, 7.3073554039001465, 1.3200510740280151, 0.08534123748540878, 0.8110256791114807, -0.2859845757484436, -0.09069245308637619, -0.39912667870521545, -0.05872776359319687, -0.1704626977443695, 0.07953457534313202, -0.20130649209022522, -0.14105115830898285, 0.34622523188591003, 0.2545563578605652, -0.06724198162555695, 0.04308144003152847, -0.16658684611320496, -0.42956122756004333, 0.15098056197166443, 0.2078685313463211, -0.4810859262943268, -0.396747350692749, -0.11038646847009659, -0.03214888647198677, -0.7341021299362183, -0.00828954391181469, -0.09896402060985565, 0.058848172426223755, 0.0685996413230896, -0.053237833082675934, -0.031172452494502068, -0.30439114570617676, 0.32093799114227295, -0.17211505770683289, 0.16402123868465424, -0.25457367300987244, 0.10198093950748444, -0.10439825057983398, -0.19206228852272034, 0.02348184585571289, -0.08150738477706909, -0.14914998412132263, -0.2636665105819702, -0.34389033913612366, 0.04821944236755371, 0.08337929844856262, 0.08611029386520386, 0.29520803689956665, -0.3601219654083252, -0.20362776517868042, -0.2073201984167099, -0.1015782281756401, 0.23577463626861572, -0.3135896623134613, -0.4603768587112427, -0.08238382637500763, -0.727927029132843, -0.025795647874474525, 0.3716001510620117, -0.13223160803318024, 0.05753236263990402, -0.05272034555673599, 0.25250670313835144, -0.144532710313797, -0.5668832659721375, 0.09690539538860321, 0.005455842241644859, -0.4886944591999054, -0.002304700668901205, 0.3237166404724121, 0.4180966019630432, -0.14206179976463318, -0.27694886922836304, -0.19056299328804016, 0.12001527845859528, -0.43160247802734375, -0.15556548535823822, -0.1388596147298813, -0.3404141366481781, -0.1878238320350647, -0.15504810214042664, -0.2040627896785736, -0.13717308640480042, 0.00883446168154478, -0.024990880861878395, -0.5835041999816895, 0.07688560336828232, -0.09675177931785583, 0.02148621343076229, 0.05178520083427429, 0.14936327934265137, -0.1691487431526184, -0.1388455331325531, -0.23676320910453796, -0.43036359548568726, -0.3105481266975403, -0.2057943344116211, 0.11047035455703735, -0.1310439556837082, 0.09646016359329224, -0.15800026059150696, -0.24484017491340637, -0.18627969920635223, 0.010522637516260147, -0.03436410427093506, -0.5031428337097168, 0.008521744050085545, 0.21814441680908203, 0.33830004930496216, -0.15445514023303986, 0.3892386257648468, -0.14399489760398865, 0.23670168220996857, 0.11137259006500244, -0.48509302735328674, -0.40990185737609863, 0.09716538339853287, -0.37905776500701904, 0.1272442489862442, -0.03678365424275398, 0.1730687916278839, 0.10848622024059296, 0.17736147344112396, -0.34829652309417725, -0.4912928640842438, -0.017815690487623215, 0.2020913064479828, -0.04375896230340004, -0.09288325905799866, -0.3111046254634857, -0.06562843173742294, 0.30499696731567383, -0.5274247527122498, -0.07197060436010361, -0.1193956732749939, -0.33307501673698425, 0.31829267740249634, -0.39331501722335815, 0.07084657996892929, -0.3511447012424469, -0.39397314190864563, -0.49837398529052734, 0.010141083970665932, -0.3537164032459259, -0.2074735164642334, -0.057371608912944794, -0.04259661212563515, -0.22725294530391693, -0.20332133769989014, -0.039917707443237305, -0.000964045524597168, -0.25185662508010864, -0.22248709201812744, 0.04397677630186081, -0.07021311670541763, 0.713916540145874, -0.46258172392845154, 0.6540806293487549, -0.42993253469467163, -0.09767299890518188, -0.18092244863510132, -0.5618934631347656, -0.09771373867988586, -0.0622086226940155, -0.07346610724925995, -0.08597695827484131, -0.31127381324768066, -0.4566405117511749, -0.41421183943748474, -0.18923664093017578, 0.10194563120603561, -0.35883474349975586, 0.31503331661224365, 0.30563879013061523, -0.062462132424116135, 0.10748817026615143, -0.3624868392944336, -0.31648263335227966, -0.39004480838775635, 1.3115050792694092, 0.21495240926742554, -0.0042746830731630325, -0.0018199775367975235, 0.2096187323331833, 0.13998043537139893, -0.01142885535955429, -0.2521039545536041, 0.07771974056959152, -0.21852539479732513, 0.0952589213848114, 0.0886196568608284, -0.10204651951789856, -0.2526313066482544, -0.05177296698093414, -0.10828360915184021, -0.04011615365743637, 0.5264836549758911, -0.10326889902353287, 0.12743651866912842, -0.3435247242450714, 0.15812882781028748, -0.21683435142040253, -0.24070169031620026, -0.11600735783576965, -0.3536423146724701, -0.17448154091835022, 0.041013143956661224, -0.5880150198936462, 0.8264955878257751, 0.28752732276916504, -0.0988297089934349, 0.0023072483018040657, 0.0007344745099544525, -0.3940422534942627, -0.36482739448547363, -0.05800246447324753, -0.17549577355384827, -0.13695086538791656, -0.05951564013957977, 0.18596403300762177, -0.3954009711742401, -0.23256200551986694, 0.18858611583709717, 0.0894262045621872, 0.41198650002479553, 0.2398107647895813, -0.21482664346694946, 0.1904064565896988, -0.27848270535469055, 0.5815951228141785, -0.23668068647384644, 0.04091517627239227, -0.25974443554878235, -0.23682385683059692, 0.16154758632183075, 0.057175252586603165, -0.26683759689331055, 0.01249401830136776, -0.10038504004478455, -0.28178760409355164, 0.02787824161350727, -0.2922849953174591, -0.2370826005935669, -0.05179690942168236, 0.12692303955554962, -0.4725380539894104, 0.07761235535144806, -0.12485300004482269, -0.5308321118354797, 0.16227777302265167, -0.3218081295490265, -0.1563156247138977, -0.11848514527082443, 0.7922558188438416, -0.1321801096200943, 0.044210996478796005, 0.14679019153118134, -0.22140070796012878, -0.22304685413837433, 0.05333957076072693, -0.008968141861259937, 0.46961918473243713, -0.04429160803556442, -0.018289383500814438, -0.11616259813308716, -0.09684718400239944, -0.007765784859657288, -0.15611632168293, -0.4746114909648895, -0.09468675404787064, 0.4717406630516052, 0.2280007302761078, 0.6724115610122681, -0.017977654933929443, -0.08439943194389343, -0.13309648633003235, 0.1294046938419342, 0.01911984756588936, -0.3864569664001465, -0.1364336609840393, 0.5441208481788635, -0.21000270545482635, -0.14500702917575836, 0.024956680834293365, 0.9240103960037231, -0.3400404155254364, -0.33449286222457886, 0.20682097971439362, -0.25757721066474915, -0.17912498116493225, -0.24701027572155, 0.013177987188100815, -0.11125289648771286, 0.057801254093647, -0.3168320059776306, -0.03511554002761841, -0.05505957454442978, 0.5563163757324219, 0.09214702248573303, 0.2695736587047577, -0.5078004002571106, -0.3442803621292114, -0.35173484683036804, -0.22313880920410156, 0.5205567479133606, -0.2667114734649658, -0.3442118167877197, -0.23921629786491394, -0.2008468359708786, 0.11264636367559433, 0.019859660416841507, -0.06146320700645447, -0.7067915201187134, -0.4968215823173523, -0.06703542917966843, -0.10907900333404541, 0.13571195304393768, -0.40675270557403564, -0.006849746685475111, 0.03074537217617035, 0.2666810154914856, 0.047837913036346436, 0.5730969309806824, -0.028836095705628395, 0.047155387699604034, 0.3447588384151459, 0.12484491616487503, 0.022911950945854187, 0.10204412043094635, 0.3537360429763794, -0.021212337538599968, -0.17086395621299744, -0.07154358923435211, -0.3766133487224579, -0.04128878191113472, -0.17058250308036804, -0.3666324317455292, -0.10653828084468842, -0.10441139340400696, 0.044754572212696075, 1.0352169275283813, -0.08347759395837784, -0.10182218998670578, 0.2172113060951233, 0.10191038250923157, -0.04802021384239197, -0.413140207529068, -0.1517459601163864, -0.047058094292879105, 0.4941863417625427, -0.10409970581531525, -0.29239609837532043, -0.08102281391620636, -0.23931583762168884, 0.6847718954086304, -0.19349966943264008, -0.07731786370277405, -0.18767668306827545, -0.6376506686210632, 0.39659062027931213, -0.21802100539207458, 0.6970362067222595, -0.243545264005661, -0.1271250694990158, 0.023959342390298843, -0.1704428642988205, -0.2861664295196533, -0.2930503785610199, 0.06367770582437515, -0.241257905960083, 0.11056701838970184, 0.07499556243419647, 0.02886640653014183, 0.04522661864757538, -0.23510149121284485, -0.12358344346284866, 0.0631149485707283, -0.25719451904296875, 0.19122646749019623, -0.08106780797243118, -0.22174876928329468, -0.38791364431381226, 0.20586147904396057, -0.1386624574661255, -0.2119273841381073, 0.10484832525253296, -0.22281716763973236, -0.2754287123680115, -0.19343337416648865, -0.09500045329332352, -0.002692628651857376, -0.01925644837319851, 0.18750470876693726, -0.24898821115493774, 0.05788499116897583, -0.3590039610862732, 0.02538134902715683, -0.3581908941268921, -0.2032282054424286, 0.2289954423904419, 0.356388121843338, -0.15905863046646118, -0.013162749819457531, 0.5854204297065735, 0.04193684458732605, -0.27709057927131653, -0.007448849268257618, 0.3150535821914673, 4.222131729125977, 0.15537406504154205, 0.4552817940711975, -0.42468711733818054, -0.08523014932870865, -0.1844157874584198, 0.23109716176986694, -0.17378218472003937, -0.41868630051612854, 0.20816904306411743, -0.37495750188827515, 0.04387914389371872, -0.3727780878543854, -0.25215309858322144, -0.3288966119289398, -0.21488896012306213, 0.08914672583341599, -0.4813390076160431, 0.6052334904670715, 0.3388318717479706, -0.3176679313182831, 0.7036384344100952, -0.056328676640987396, -0.22719928622245789, -0.12706296145915985, -0.3474445343017578, -0.07025431096553802, -0.21261835098266602, 0.09630957245826721, -0.2610301971435547, -0.3011734187602997, 0.09344476461410522, 0.03112124651670456, -0.0848846435546875, 0.01274668239057064, -0.5364174842834473, -0.22828269004821777, -0.1651771366596222, -0.05607929825782776, 0.10791754722595215, 0.1996568888425827, -0.1406794786453247, -0.16398879885673523, -0.1551150530576706, 0.811437726020813, 0.1286359578371048, -0.3520369529724121, -0.015775088220834732, 0.07061273604631424, -0.022670689970254898, 0.07798213511705399, -0.15691468119621277, -0.024689853191375732, -0.27310824394226074, 0.1681527942419052, 0.47179320454597473, -0.10344763845205307, -0.35252073407173157, -0.2679479718208313, 0.31528791785240173, -0.04971637204289436, -0.5915966629981995, -0.298856645822525, -0.05019603297114372, 0.09882844984531403, -0.22359924018383026, -0.011346481740474701, -0.25105783343315125, -0.22295008599758148, 0.4550371766090393, -0.49810513854026794, -0.5295724868774414, 0.21825477480888367, -0.09274350106716156, -0.10364771634340286, -0.003917117603123188, -0.21201875805854797, -0.08325912803411484, -0.4482575058937073, -0.3852812349796295, -0.07940700650215149, -0.22922034561634064, -0.004743458703160286, 2.797847032546997, -0.09579990804195404, -0.10019191354513168, -0.25333577394485474, -0.004038326442241669, -0.2631984055042267, 0.019824180752038956, 0.13547489047050476, -0.042119886726140976, 0.011436350643634796, -0.28374558687210083, -0.05630224943161011, -0.20763704180717468, 4.123574256896973, -0.36293643712997437, -0.025725483894348145, 0.4793468415737152, 0.21612289547920227, 0.10585854947566986, 0.20426243543624878, -0.1873348206281662, -0.22395825386047363, -0.32506561279296875, -0.018805842846632004, 0.24434803426265717, 0.09234405308961868, 0.23294241726398468, -0.18196174502372742, -0.0009420905262231827, -0.08709894865751266, 0.04342037811875343, -0.19967365264892578, -0.23584705591201782, -0.35685738921165466, -0.25235360860824585, -0.05556441843509674, -0.10965058952569962, -0.22720524668693542, -0.1642855405807495, -0.09028271585702896, -0.12939149141311646, 0.010424826294183731, -0.0858113244175911, 0.305059552192688, -0.03922537341713905, 0.16134366393089294, -0.17418114840984344, -0.11488112807273865, -0.03857620060443878, -0.08008819073438644, 0.05804655700922012, 0.19098994135856628, -0.15288430452346802, -0.01322261057794094, 0.08650975674390793, 0.000914059579372406, 0.09216588735580444, -0.04227885231375694, -0.3611495792865753, 0.08756640553474426, -0.2934698164463043, 0.1366995871067047, -0.15414561331272125, 0.3426629900932312, -0.037941984832286835, -0.14480018615722656, 0.06349553912878036, -0.32752901315689087, -0.11064119637012482, 0.03268607333302498, -0.13155731558799744, 0.041156284511089325, -0.24730104207992554, -0.031179023906588554, -0.014171846210956573, -0.17292699217796326, -0.14985571801662445, -0.23253490030765533, -0.09620850533246994, -0.09445315599441528, 0.5256449580192566, 0.03513389825820923, 0.23711353540420532, 0.008868733420968056, 0.06755006313323975, 0.06640970706939697, -0.3901909291744232, -0.21653692424297333, -0.12478452175855637, -0.20453795790672302, -0.051259174942970276, 0.22735027968883514, 0.032565467059612274, 0.04707043617963791, 0.04346349090337753, 0.02123440057039261, -0.3478425145149231, -0.24407562613487244, 0.042376063764095306, 0.21568043529987335, 0.05502285808324814, -0.03599238395690918, 0.06246928870677948, 0.06029346212744713, -0.2316296249628067], [0.47428393363952637, 0.058121539652347565, -0.27589866518974304, -0.17758560180664062, 0.17378124594688416, 0.33299440145492554, -0.6430903077125549, -0.4640145003795624, -0.2316560596227646, -0.3592642545700073, 0.48043063282966614, -0.24194802343845367, -0.309098482131958, -0.38055747747421265, -0.27204641699790955, -0.20041950047016144, -0.050192590802907944, -0.4694162905216217, -0.5790212750434875, -0.4477085471153259, -0.14572063088417053, 0.3965591490268707, -0.5549240112304688, -0.5843782424926758, -0.5814346075057983, -0.05396638438105583, 0.5281383991241455, -0.13026608526706696, -0.012404296547174454, 0.04887109622359276, -0.4131395220756531, -0.12180156260728836, 0.09181657433509827, -0.15386876463890076, -0.5074412226676941, -0.15908846259117126, 0.00047748349606990814, -0.44659191370010376, 0.3537774980068207, -0.3113580346107483, -0.24895313382148743, 0.1480211466550827, -0.17181935906410217, 0.21885628998279572, -0.1760232001543045, -0.21259745955467224, -0.364053875207901, 0.15432336926460266, -0.3439364731311798, -0.42817357182502747, -0.6831578016281128, 0.11425421386957169, 0.16053730249404907, -0.24316386878490448, -0.10341176390647888, -0.46850210428237915, -0.45577409863471985, -0.29923689365386963, -0.3072860538959503, 0.5044263601303101, -0.28665462136268616, -0.34293851256370544, -0.3341699242591858, 0.035657547414302826, 0.43035343289375305, 0.04741322994232178, 0.26897403597831726, -0.5998243689537048, 0.2216269075870514, -0.19554825127124786, 0.052515458315610886, -0.19839486479759216, -0.23529987037181854, 1.0932424068450928, -0.30887722969055176, -0.1166793704032898, -0.2988617420196533, -0.3708645701408386, 0.3706662356853485, -0.205589160323143, 0.6134759783744812, -0.43938255310058594, -0.24631357192993164, 0.288672536611557, -0.4807945191860199, -0.658125638961792, 0.08428993076086044, -0.07277172803878784, 0.02674463577568531, -0.2795083522796631, -0.2073948085308075, -0.12452548742294312, -0.021824438124895096, -0.3496414124965668, -0.27457985281944275, 0.444624662399292, -0.21632637083530426, -0.5237036943435669, 0.48461979627609253, 0.01636398769915104, 0.12077689170837402, 0.42425596714019775, -0.33947551250457764, 0.5592213869094849, -0.15861773490905762, -0.4940676689147949, -0.05527053400874138, 0.02555941976606846, -0.23945832252502441, -0.11032243072986603, -0.13346116244792938, 0.36189064383506775, -0.46615272760391235, 0.20475150644779205, -0.2611486315727234, -0.27207109332084656, -0.12972046434879303, 0.04147505760192871, -0.4297727346420288, -0.13549597561359406, -0.1797526478767395, -0.1931791752576828, -0.1376410722732544, -0.5079762935638428, -0.4660220146179199, -0.37120944261550903, 0.39944836497306824, 0.0205583106726408, 1.1389260292053223, -0.35149073600769043, -0.26626884937286377, -0.6900200247764587, -0.11850687861442566, -0.4052784740924835, 0.06005462259054184, 0.11492527276277542, 0.03086472861468792, -0.43271583318710327, -0.7685353755950928, -0.36332428455352783, -0.5295667052268982, 0.15110830962657928, -0.22763261198997498, 0.1097702607512474, -0.2558300495147705, -0.13301987946033478, -0.14756913483142853, -0.1980435848236084, -0.1283368319272995, 0.39904338121414185, 0.026148712262511253, 0.04345297813415527, 0.19991156458854675, -0.08814418315887451, -0.15853212773799896, -0.08788852393627167, -0.20725055038928986, 0.00385308638215065, -0.3026370108127594, 0.28047728538513184, -0.2108197808265686, 0.11855572462081909, -0.058098070323467255, -0.01871403679251671, -0.429596483707428, 0.26336273550987244, -0.2556908130645752, 0.25276684761047363, -0.2877357006072998, 0.007499339058995247, 0.2021643966436386, -0.23257674276828766, 0.052304960787296295, 0.26917099952697754, 0.14813381433486938, 0.19473551213741302, -0.018454093486070633, 0.43117207288742065, -0.09992225468158722, 0.12880118191242218, 0.0024568699300289154, 0.2644425630569458, -0.017925245687365532, 0.26202818751335144, -0.14140188694000244, 0.1720799207687378, -0.2197377234697342, -0.17050892114639282, 0.25224024057388306, -0.11489668488502502, 0.627263605594635, -0.03548668324947357, -0.03343941643834114, 0.1299835741519928, 0.53463214635849, -0.02833056077361107, -0.2981809675693512, -0.04665917530655861, 0.2993600368499756, 0.01699754409492016, -0.11445732414722443, -0.05658985301852226, -0.1583293378353119, -0.19572265446186066, -0.0442470982670784, -0.038347769528627396, 0.4111922085285187, 0.021695462986826897, -0.06361950933933258, -0.16589103639125824, 0.18304267525672913, 0.058643944561481476, 0.2740064859390259, -0.1909460574388504, 0.10205890238285065, -0.06916534900665283, 0.20353102684020996, 0.10428806394338608, -0.047591596841812134, -0.042810194194316864, 0.39894184470176697, 0.04777015373110771, 0.2768585681915283, 0.03169800341129303, -0.055289167910814285, 0.3108871877193451, 0.21382898092269897, 0.1863168627023697, 0.4816751182079315, 0.3130665123462677, -0.25091424584388733, 0.33910900354385376, 0.0997658222913742, 0.40167954564094543, 0.15243762731552124, 0.32807251811027527, 0.22172808647155762, -0.15949277579784393, -0.3865673542022705, 0.021527811884880066, 0.10999651253223419, 0.21312983334064484, -0.32656776905059814, -0.08480002731084824, 0.1433294117450714, -0.2784578204154968, 0.41527074575424194, -0.19699934124946594, -0.11587248742580414, -0.08263326436281204, 0.15660665929317474, -0.12207327038049698, -0.013997679576277733, 0.2665252685546875, 0.03682325780391693, -0.1445396989583969, -0.002769865095615387, 0.19980132579803467, -0.12618230283260345, -0.11444751918315887, -0.04311566427350044, 0.14818289875984192, -0.09053085744380951, -0.2758113443851471, -0.0545271597802639, -0.14371639490127563, -0.3605317771434784, -0.11190684139728546, 0.23236390948295593, -0.018748942762613297, 0.04583984613418579, -0.2713889181613922, -0.2787310481071472, -0.12008818984031677, 0.1711689680814743, -0.2564520835876465, 0.08650529384613037, 0.29162538051605225, 0.028795212507247925, -0.029555346816778183, -0.110457643866539, 0.027875330299139023, -0.36557403206825256, -0.1253947615623474, -0.16214649379253387, -0.0879686176776886, 0.14534953236579895, -0.1270899623632431, -0.10267861932516098, -0.030897080898284912, -0.10432002693414688, -0.11760967969894409, 0.13598281145095825, 0.010839205235242844, 0.4528466463088989, -0.020069342106580734, -0.0280392337590456, -0.09016983211040497, 0.018688172101974487, -0.07718789577484131, -0.14306941628456116, -0.16706109046936035, 0.39362531900405884, 0.2473364770412445, -0.3240235149860382, -0.6503962874412537, -0.19035319983959198, -0.19815397262573242, -0.19526122510433197, -0.2883185148239136, -0.010096022859215736, -0.08420209586620331, -0.22331863641738892, -0.08279469609260559, -0.148860365152359, 0.013315262272953987, -0.09974626451730728, -0.20627322793006897, 0.36179256439208984, 0.2298632562160492, 0.016759831458330154, -0.24543814361095428, -0.07728683948516846, -0.11445045471191406, -0.11690538376569748, -0.04396527633070946, 0.1535290628671646, -0.29823607206344604, -0.2656414806842804, -0.3701869249343872, 0.1164412647485733, 0.3421163558959961, -0.09977792948484421, -0.20410208404064178, -0.10182902216911316, 0.3557316064834595, -0.3775022625923157, 0.2765556573867798, -0.2495734691619873, 0.33031386137008667, -0.15003405511379242, 0.45100441575050354, 0.04105682298541069, -0.3007701337337494, -0.09372127801179886, 0.10407313704490662, -0.480430543422699, -0.06228667497634888, -0.6937854886054993, 0.23300157487392426, 0.023820355534553528, 0.3095427453517914, -0.05831609666347504, 0.3925410807132721, 0.11050473153591156, 0.032492466270923615, 0.17294859886169434, 0.5821713209152222, -0.04130902886390686, 0.04745584726333618, 0.07274878025054932, 0.13032126426696777, -0.07587487250566483, 0.019532963633537292, 0.019154496490955353, -0.2913629114627838, 0.01747436448931694, -0.035566460341215134, 0.9020448327064514, -0.48678064346313477, -0.076500803232193, 0.43588370084762573, -0.21475109457969666, -0.3145999312400818, 0.16100531816482544, -0.2513114809989929, -0.0426771342754364, 0.10078449547290802, -0.3112776279449463, -0.3013388216495514, 0.25553783774375916, 0.007886420004069805, -0.1364746391773224, 0.20892761647701263, -0.002394246868789196, 0.010958172380924225, -0.12320037186145782, 0.115912064909935, 0.04938403517007828, 0.26277828216552734, -0.1767168641090393, -0.20912417769432068, 0.38736870884895325, -0.2925598919391632, 0.10334227234125137, 0.4600832760334015, -0.3101801574230194, -0.4854944348335266, -0.3478895425796509, 0.5011529326438904, 0.14658430218696594, -0.13064433634281158, -0.13163544237613678, 0.920344889163971, 7.184916019439697, 2.5306854248046875, -0.14264948666095734, 0.37684059143066406, -0.05403263866901398, 0.10413321107625961, -0.35844913125038147, 0.1423187404870987, 0.18604321777820587, -0.047389112412929535, -0.17370377480983734, -0.19738617539405823, 0.48855918645858765, 0.440287709236145, 0.3004932999610901, 0.23912736773490906, -0.09887531399726868, 0.06930121779441833, 0.09654983878135681, 0.019996002316474915, -0.407988965511322, -0.039798520505428314, -0.10041151195764542, -0.11452697962522507, -0.45273685455322266, -0.15416337549686432, -0.20982453227043152, -0.0898870974779129, 0.10228829830884933, -0.048878781497478485, -0.23899449408054352, -0.07420875132083893, 0.606785774230957, -0.040830012410879135, 0.0409577339887619, 0.06561011075973511, -0.036218855530023575, -0.10217411816120148, 0.14283187687397003, -0.06937788426876068, -0.046420540660619736, -0.47301751375198364, 0.3375106155872345, -0.1690332442522049, -0.13063134253025055, 0.06609544903039932, -0.04876241460442543, 0.3221137523651123, -0.33110612630844116, 0.11981391906738281, -0.37821704149246216, -0.15462657809257507, 0.5472386479377747, -0.024939991533756256, -0.4737643599510193, 0.013441348448395729, -1.3509985208511353, 0.05123055726289749, 0.44587963819503784, -0.038107652217149734, 0.1983795464038849, 0.2781326472759247, 0.01186066959053278, -0.33607929944992065, -0.5682113170623779, 0.14669711887836456, 0.044258639216423035, -0.3350500166416168, -0.35751011967658997, 0.43915948271751404, -0.2847019135951996, -0.17666779458522797, -0.3250824809074402, -0.10529769957065582, 0.1789277344942093, -0.36908844113349915, 0.03713620826601982, -0.15578868985176086, -0.23166494071483612, -0.17851805686950684, -0.2234879434108734, -0.32982584834098816, -0.19613221287727356, 0.2156398743391037, 0.0745818018913269, -0.5840552449226379, 0.09483975917100906, 0.0075527094304561615, -0.3192349970340729, 0.025766409933567047, 0.26667189598083496, 0.11799740791320801, -0.022615713998675346, -0.14408987760543823, -0.3751966953277588, 0.2850293517112732, -0.365956574678421, 0.1777089685201645, -0.3356543183326721, 0.19354650378227234, -0.1438644677400589, 0.06401435285806656, -0.23491200804710388, 0.27000001072883606, -0.3216487467288971, -0.6741085052490234, -0.13713577389717102, 0.3673372268676758, 0.2759989798069, 0.10045134276151657, 0.13087034225463867, -0.2615855038166046, -0.19640477001667023, 0.1359148472547531, -0.3357611298561096, -0.36789217591285706, 0.16941480338573456, -0.5087482333183289, 0.48647603392601013, -0.07203784584999084, 0.0957825556397438, 0.04621266573667526, -0.043770723044872284, -0.1456424593925476, -0.20368672907352448, -0.05613218620419502, 0.20845185220241547, 0.07507550716400146, -0.07024206221103668, -0.37578287720680237, 0.290141761302948, -0.09006047248840332, -1.072166085243225, -0.16140012443065643, -0.1726830154657364, -0.20476898550987244, 0.31440815329551697, -0.19608913362026215, 0.28234604001045227, -0.13461893796920776, -0.15681278705596924, -0.3601109981536865, 0.22399792075157166, -0.24255776405334473, 0.036855973303318024, 0.26308757066726685, -0.08224198967218399, -0.1226898580789566, -0.17569231986999512, 0.3528845012187958, -0.2946137487888336, -0.3415670394897461, 0.098521389067173, 0.49990856647491455, 0.017598440870642662, 0.42745330929756165, -0.25748205184936523, 0.4889386296272278, -0.08104873448610306, 0.11025241017341614, -0.03236373886466026, -0.14310869574546814, -0.15996722877025604, 0.3084256947040558, -0.27479681372642517, 0.04172644764184952, -0.3028813600540161, -0.38963156938552856, -0.25905486941337585, 0.20632970333099365, 0.7475850582122803, -0.043843917548656464, 0.11051025986671448, 0.19294674694538116, 0.1519351303577423, -0.005816641263663769, -0.46848613023757935, -0.5122585892677307, -0.33519336581230164, 0.9340084195137024, 0.39671629667282104, 0.3710186183452606, 0.06713175773620605, 0.5061318874359131, 0.5412963628768921, 0.19216036796569824, -0.21951138973236084, -0.1495189666748047, -0.006041493266820908, 0.3112792372703552, 0.3219710886478424, 0.061685558408498764, 0.11795370280742645, -0.04183877259492874, -0.27784284949302673, 0.2153538167476654, 0.5533218383789062, -0.2000226378440857, 0.05882298946380615, -0.17760717868804932, 0.3092889189720154, -0.22196964919567108, 0.05814727395772934, -0.18966956436634064, 0.03618704900145531, -0.06565205752849579, 0.15630865097045898, -0.5538819432258606, -0.17751452326774597, 0.009099485352635384, -0.02525106817483902, -0.034404441714286804, 0.07849952578544617, -0.289966881275177, 0.11294864118099213, -0.1509954184293747, 0.032824356108903885, 0.19608527421951294, -0.08762901276350021, 0.7898802757263184, -0.3622807562351227, -0.45254284143447876, 0.5793848037719727, 0.21575821936130524, 0.20940560102462769, 0.20702525973320007, -0.18249928951263428, 0.45628470182418823, 0.032203309237957, 0.6003677248954773, -0.3710629642009735, -0.03996022790670395, 0.11637455224990845, -0.3925681710243225, 0.38027068972587585, 0.03259973227977753, -0.3366882801055908, 0.06252480298280716, -0.24703717231750488, -0.2299828827381134, 0.30221137404441833, -0.3738161027431488, -0.01250850036740303, -0.11586050689220428, -0.08030791580677032, -0.32839739322662354, -0.14275476336479187, 0.0853879451751709, -0.4603521525859833, 0.4206007122993469, -0.2929602265357971, -0.20562440156936646, 0.11075430363416672, 0.922980785369873, -0.38785722851753235, -0.0787356048822403, 0.7100321054458618, -0.2865745425224304, -0.09238897264003754, 0.04611752927303314, 0.23515048623085022, 0.39099520444869995, -0.08078926056623459, -0.1453738659620285, -0.1906401365995407, 0.33027222752571106, -0.16671183705329895, -0.12337302416563034, -0.13304035365581512, -0.130100816488266, 0.30026620626449585, 0.37200358510017395, 0.3894427716732025, 0.041951701045036316, -0.04091348499059677, -0.0003405786119401455, 0.3585697114467621, 0.4627244472503662, -0.3958364725112915, -0.02834359183907509, 0.2291337102651596, -0.19127696752548218, -0.16462816298007965, -0.014224092476069927, 0.17953212559223175, -0.21554487943649292, -0.2873697280883789, 0.13794100284576416, -0.21219080686569214, -0.34699323773384094, -0.5166065096855164, -0.07177256047725677, -0.039837226271629333, 0.09640902280807495, -0.01737622357904911, 0.22940421104431152, 0.3983304500579834, 0.7556427717208862, 0.32060444355010986, 0.029025156050920486, -0.5446885228157043, -0.2311897575855255, -0.2804250419139862, 0.018593804910779, 0.5291546583175659, -0.3263944685459137, -0.18158091604709625, 0.3320199251174927, -0.16203182935714722, 0.4841429591178894, -0.01949520967900753, 0.238898366689682, -0.7301514744758606, -0.11572826653718948, -0.04656457528471947, -0.07328184694051743, 0.19471138715744019, -0.4407348334789276, -0.11949699372053146, -0.09722974896430969, -0.04167429357767105, -0.054710328578948975, 0.20959524810314178, 0.03850416839122772, -0.053090374916791916, 0.09380599856376648, 0.019041381776332855, 0.12017764151096344, 0.32097959518432617, -0.0579230859875679, -0.23360837996006012, -0.19326625764369965, -0.04473119601607323, -0.49069106578826904, -0.13304179906845093, -0.2227020114660263, -0.07966724038124084, -0.18516139686107635, -0.22077186405658722, -0.171709343791008, 1.2358403205871582, -0.25828686356544495, -0.08949299156665802, 0.4084872603416443, -0.09334883838891983, -0.0964495912194252, -0.1891644448041916, 0.24619875848293304, 0.004966694861650467, 0.28591305017471313, -0.12990453839302063, 0.05792398005723953, 0.15080764889717102, 0.17531929910182953, -0.07695608586072922, -0.0013233944773674011, 0.5346771478652954, -0.06728281825780869, -0.19701610505580902, 0.31465432047843933, -0.04444935917854309, 0.3158351182937622, -0.2636891007423401, -0.0709095224738121, 0.169346421957016, 0.21662531793117523, -0.14001572132110596, 0.12232111394405365, 0.2284095287322998, -0.19816166162490845, 0.1334986537694931, -0.04248569905757904, 0.21796122193336487, -0.22998254001140594, -0.0034776870161294937, -0.12780950963497162, -0.13948452472686768, 0.16405631601810455, 0.2029053121805191, 0.06711305677890778, 0.39382439851760864, -0.23867008090019226, -0.09972106665372849, -0.07734757661819458, -0.14340168237686157, 0.17462097108364105, -0.4074895679950714, -0.0947757288813591, -0.32473617792129517, -0.06559740006923676, 0.08971714973449707, -0.03734486550092697, 0.12733280658721924, -0.08912193775177002, 0.34867218136787415, -0.04256590083241463, -0.0630486011505127, -0.29649803042411804, -0.25279325246810913, 0.09796656668186188, 0.08775532990694046, -0.11316856741905212, -0.006143184378743172, 0.7376134991645813, -0.09271875023841858, -0.15730659663677216, 0.2247333973646164, 0.6170600056648254, 4.98679780960083, 0.11288516223430634, 0.5815715789794922, -0.605836808681488, -0.35898250341415405, 0.22974157333374023, 0.3176226019859314, -0.20490694046020508, -0.4175489544868469, 0.3507542908191681, -0.31965166330337524, 0.1679522693157196, -0.1614466905593872, -0.15214093029499054, -0.038770291954278946, 0.11164779961109161, 0.16775649785995483, -0.5635474324226379, 0.5330206155776978, 0.3224702477455139, -0.15082204341888428, 0.5112509727478027, 0.08304482698440552, 0.37613818049430847, -0.11013749241828918, -0.05645696073770523, 0.13928142189979553, -0.46475842595100403, 0.01772020384669304, -0.2890995442867279, -0.25269848108291626, 0.17448671162128448, 0.081248439848423, -0.12212543189525604, 0.33532047271728516, -0.2520225942134857, -0.06856530159711838, -0.0635404884815216, -0.19135041534900665, 0.24906088411808014, 0.49655431509017944, -0.3099637031555176, 0.19960710406303406, 0.04058460891246796, 0.6454680562019348, 0.08595988154411316, -0.35204681754112244, 0.04070655256509781, 0.37793806195259094, -0.11310632526874542, 0.08817069977521896, -0.3339618742465973, 0.18162141740322113, -0.2040225714445114, 0.31847208738327026, 1.036068081855774, -0.17404557764530182, -0.20302611589431763, -0.3352227807044983, 0.6326924562454224, -0.06348840147256851, -0.3600772023200989, -0.19324079155921936, -0.21841619908809662, -0.025368746370077133, 0.08468098938465118, 0.022740844637155533, -0.08717885613441467, -0.5138026475906372, 0.4246293306350708, -0.33281826972961426, -0.12134784460067749, 0.10374408215284348, -0.053435344249010086, -0.1519654393196106, -0.2605539858341217, -0.2705308198928833, -0.3051442801952362, -0.46256065368652344, -0.105234295129776, 0.22128672897815704, -0.24891653656959534, 0.518473744392395, 3.2389488220214844, -0.030375029891729355, 0.0951828807592392, 0.12137783318758011, -0.013632826507091522, -0.1265299767255783, 0.04891366884112358, 0.4510730504989624, -0.055204253643751144, 0.4306938350200653, 0.07569438219070435, 0.26613691449165344, -0.1625690758228302, 3.612783432006836, -0.19419147074222565, -0.13128361105918884, 0.18952009081840515, 0.8869280815124512, -0.03368625044822693, 0.8979097604751587, -0.13217224180698395, 0.8105376958847046, -0.2951933443546295, -0.07159138470888138, 0.33199551701545715, -0.01188465766608715, 0.6263926029205322, -0.31477534770965576, -0.036200106143951416, -0.18601080775260925, -0.024405255913734436, -0.1999722421169281, -0.31872135400772095, -0.1793411374092102, -0.16162624955177307, -0.19594703614711761, -0.0584234744310379, -0.16823488473892212, -0.14358752965927124, -0.2705870568752289, -0.04390481114387512, -0.049296461045742035, -0.16601981222629547, 0.1390961855649948, -0.1967111974954605, 0.1759791076183319, -0.18021810054779053, -0.11406148970127106, -0.2334921956062317, -0.1495007872581482, -0.003643140196800232, 0.3631867468357086, -0.027588563039898872, 0.007931724190711975, 0.01697266288101673, 0.07061345875263214, 0.137557715177536, -0.08997464925050735, -0.19024619460105896, -0.03688100725412369, -0.25171342492103577, 0.12545818090438843, -0.18448562920093536, -0.3035610616207123, -0.09491241723299026, -0.13556993007659912, 0.00469883531332016, -0.26436513662338257, -0.13788574934005737, -0.0029107024893164635, -0.05609677731990814, 0.45691922307014465, -0.18285080790519714, 0.20707322657108307, -0.1035531535744667, -0.231693297624588, -0.1753443032503128, -0.2613990306854248, -0.24683621525764465, 0.45998284220695496, 0.21834003925323486, -0.16449639201164246, 0.24148035049438477, 0.228667214512825, 0.39082759618759155, 0.15350313484668732, 0.05513100326061249, -0.08407309651374817, -0.40517956018447876, -0.23803885281085968, -0.10989595949649811, 0.1577223241329193, 0.005976572632789612, 0.09265021234750748, -0.15111465752124786, 0.032670728862285614, -0.4122288227081299, -0.3307194411754608, 0.007285095751285553, -0.05079517513513565, 0.19452975690364838, -0.168068066239357, -0.18567369878292084, 0.021736450493335724, -0.16553641855716705], [0.2772272825241089, 0.023703042417764664, -0.21499966084957123, 0.020484857261180878, -0.10231111198663712, 0.3636764585971832, -0.5263694524765015, -0.4029830992221832, -0.17135412991046906, -0.17393581569194794, 0.3610818684101105, -0.038870226591825485, -0.10138306021690369, -0.4370760917663574, -0.09025102108716965, 0.0001232679933309555, -0.0037539824843406677, -0.2977432608604431, -0.37479403614997864, -0.2464752197265625, -0.029354631900787354, 0.6183390617370605, -0.5031919479370117, -0.2969769835472107, -0.4442674517631531, 0.03206513449549675, 0.6148011684417725, -0.07026306539773941, 0.10862140357494354, 0.48100054264068604, -0.27998682856559753, -0.00908786989748478, 0.33382564783096313, -0.1070442795753479, -0.15203925967216492, -0.09759712964296341, 0.12909726798534393, -0.4942987561225891, 0.41297268867492676, -0.06389112770557404, -0.16557833552360535, 0.11313313245773315, -0.15271112322807312, 0.15302884578704834, 0.2108628898859024, -0.11510853469371796, -0.17741142213344574, 0.024716313928365707, -0.17515911161899567, -0.49726036190986633, -0.3816671669483185, 0.11870729178190231, 0.019270289689302444, -0.3034682273864746, -0.23433096706867218, -0.40988245606422424, -0.5517494082450867, -0.2882464826107025, -0.28364571928977966, 0.6309292316436768, -0.347788006067276, -0.37274372577667236, -0.294161319732666, 0.036066800355911255, 0.3404884934425354, 0.05202576518058777, 0.24756839871406555, -0.6388317942619324, 0.396497517824173, -0.10742883384227753, 0.12987831234931946, -0.09818745404481888, 0.02240126207470894, 0.7494168281555176, -0.41585829854011536, -0.16025575995445251, -0.2744826078414917, -0.3540613651275635, 0.47124385833740234, -0.24418364465236664, 0.5570114254951477, -0.1487896889448166, -0.15698015689849854, 0.14066867530345917, -0.4274260401725769, -0.4570315182209015, -0.04944806918501854, -0.3198683261871338, -0.007956262677907944, -0.08475964516401291, -0.059503838419914246, 0.06467835605144501, 0.509643018245697, -0.030018940567970276, -0.22179776430130005, 0.2888593375682831, -0.333085834980011, -0.290284663438797, 0.1866021752357483, -0.002066731220111251, 0.11488735675811768, 0.038726191967725754, -0.23971591889858246, 0.4666298031806946, -0.26674970984458923, -0.4542982876300812, -0.11210775375366211, 0.05042751878499985, -0.05033348873257637, -0.09095646440982819, -0.05265635997056961, 0.1574949324131012, -0.44414541125297546, 0.2321038544178009, -0.2543923556804657, -0.34394097328186035, -0.13069215416908264, 0.04357729107141495, -0.14170560240745544, -0.38992947340011597, -0.08311332762241364, -0.22179411351680756, 0.041632041335105896, -0.44119927287101746, -0.31452202796936035, -0.21011389791965485, 0.5471034646034241, -0.19409474730491638, 0.447345107793808, -0.09085475653409958, -0.17398612201213837, -0.2596406638622284, -0.1029311865568161, -0.1971828043460846, -0.14080336689949036, 0.23228926956653595, 0.03509027510881424, -0.3662886321544647, -0.49676474928855896, -0.22809255123138428, -0.24535022675991058, -0.19374358654022217, -0.06308042258024216, -0.16063310205936432, -0.0809241309762001, -0.13854561746120453, 0.0683036744594574, -0.03056129813194275, 0.040389396250247955, 0.3565213084220886, 0.07843183726072311, -0.03917139023542404, 0.028982127085328102, -0.12522001564502716, 0.003148425370454788, 0.1268378347158432, -0.1502620428800583, -0.09079410880804062, -0.2938580811023712, -0.027247058227658272, -0.29952043294906616, 0.1558966040611267, 0.10554207116365433, -0.07343553006649017, -0.37073010206222534, 0.09348506480455399, -0.3223199248313904, 0.05288275331258774, -0.12229609489440918, -0.20442864298820496, -0.19773155450820923, -0.26504844427108765, 0.10410037636756897, -0.06429074704647064, 0.042584728449583054, -0.008080190047621727, -0.30442747473716736, 0.288786381483078, 0.03658033907413483, -0.021652260795235634, -0.2054189294576645, -0.02438136748969555, 0.06382975727319717, -0.006248774006962776, 0.11442578583955765, 0.14405931532382965, -0.08720970153808594, 0.08514385670423508, 0.1193283349275589, -0.16156268119812012, 0.2437206506729126, -0.07227257639169693, -0.0707813948392868, -0.07308761775493622, 0.2642250061035156, 0.024301059544086456, -0.2775272727012634, -0.13729435205459595, 0.061279430985450745, 0.0792844146490097, -0.29597994685173035, -0.3131446838378906, -0.0011053234338760376, -0.12626077234745026, -0.11880507320165634, -0.1684637814760208, 0.09621456265449524, 0.005090216174721718, -0.053357891738414764, -0.007972385734319687, 0.08035941421985626, 0.0017579440027475357, 0.0458560511469841, -0.13471628725528717, -0.0801403671503067, -0.180131733417511, 0.0825805738568306, 0.05698368325829506, -0.24670270085334778, -0.04199889302253723, 0.20191851258277893, -0.009233849123120308, 0.2087913453578949, -0.13189050555229187, -0.090908482670784, -0.015359889715909958, 0.040370553731918335, -0.058395866304636, 0.14249743521213531, 0.015346363186836243, -0.025547802448272705, 0.09187524765729904, -0.23907920718193054, -0.06282568722963333, -0.08248528838157654, 0.05179404467344284, 0.027555080130696297, -0.13468527793884277, -0.15701830387115479, -0.045701488852500916, -0.17099818587303162, 0.08542641252279282, -0.2753211259841919, -0.22303839027881622, -0.04174523800611496, -0.23636630177497864, 0.021633170545101166, -0.17095120251178741, -0.16073687374591827, -0.20921289920806885, 0.12288105487823486, -0.23657098412513733, -0.08649701625108719, 0.03556939959526062, 0.10682190954685211, -0.25318649411201477, -0.14712566137313843, -0.05849144235253334, -0.19700169563293457, -0.07114995270967484, -0.0690656378865242, -0.22810518741607666, -0.1845080405473709, -0.340548038482666, -0.2361256629228592, -0.1474238634109497, -0.13215166330337524, -0.11907549202442169, 0.12467134743928909, -0.015274366363883018, 0.10556003451347351, -0.22326669096946716, -0.08774587512016296, -0.08454371988773346, 0.24551472067832947, -0.23567967116832733, 0.18457376956939697, 0.18496069312095642, 0.07644228637218475, 0.09192406386137009, -0.17590144276618958, 0.02953489124774933, -0.19242507219314575, 0.08740447461605072, -0.16806960105895996, -0.10492561012506485, 0.28524479269981384, -0.05996907874941826, -0.014788443222641945, -0.028306201100349426, -0.09696748107671738, 0.057315051555633545, -0.005264658480882645, -0.03367522731423378, 0.139958456158638, -0.17029163241386414, 0.04533319175243378, -0.2517875134944916, -0.09022487699985504, -0.01349899172782898, -0.04430311545729637, -0.0802895575761795, 0.28768211603164673, 0.16792023181915283, -0.38190722465515137, -0.414200097322464, -0.06953983008861542, -0.15538914501667023, 0.005097273737192154, -0.10604532808065414, 0.12040826678276062, -0.07537787407636642, -0.2510069012641907, -0.08099667727947235, -0.08385378122329712, 0.19976164400577545, -0.16446353495121002, -0.04063840210437775, 0.35669612884521484, 0.4448346197605133, -0.0811750739812851, -0.24193429946899414, 0.11999741941690445, -0.10930781811475754, 0.11980663985013962, 0.029893692582845688, 0.2674609422683716, -0.16355672478675842, -0.15143483877182007, -0.28044986724853516, 0.042932480573654175, 0.27581915259361267, -0.08968766778707504, 0.03629631549119949, 0.01964411698281765, 0.2670169770717621, -0.24654917418956757, 0.4473985433578491, -0.09706423431634903, 0.03862355649471283, -0.24468107521533966, 0.37337854504585266, -0.09548813849687576, -0.18513542413711548, -0.20085884630680084, 0.10750870406627655, -0.4193994998931885, -0.15381553769111633, -0.6150326132774353, 0.17549337446689606, 0.24411578476428986, 0.18555006384849548, -0.2081558257341385, 0.22991308569908142, -0.027746446430683136, -0.156746044754982, 0.0821496844291687, 0.48546960949897766, 0.08684830367565155, 0.12367720156908035, 0.09247767925262451, 0.1558534801006317, -0.03859465941786766, 0.16778017580509186, 0.12535032629966736, -0.11571818590164185, 0.014313267543911934, -0.11046026647090912, 1.2730050086975098, -0.6266973614692688, -0.16659244894981384, 0.4415973424911499, -0.049455273896455765, -0.23214909434318542, 0.35384848713874817, -0.31101030111312866, -0.02396557852625847, 0.06654380261898041, -0.14597584307193756, -0.2924235165119171, 0.49162739515304565, 0.09017646312713623, -0.107740618288517, 0.16886483132839203, -0.09114450961351395, 0.020551862195134163, 0.11475126445293427, 0.22343210875988007, -0.05491107702255249, 0.29060131311416626, -0.09266781061887741, -0.2816022038459778, 0.30294424295425415, 0.04912525415420532, 0.2139158695936203, 0.05258772894740105, -0.17259453237056732, -0.4188758134841919, -0.169160395860672, 0.19456326961517334, -0.017046969383955002, -0.11117838323116302, -0.06408867239952087, 0.8538314700126648, 7.336953639984131, 1.9799612760543823, 0.04864353686571121, 0.5915808081626892, -0.14876803755760193, 0.04990004748106003, -0.3314298689365387, 0.07490137219429016, -0.007971281185746193, -0.17792408168315887, -0.17946358025074005, -0.13435883820056915, 0.19348081946372986, 0.49580544233322144, 0.07236424833536148, 0.11018330603837967, -0.12146852910518646, -0.06236816942691803, 0.18527701497077942, 0.08010471612215042, -0.2173640877008438, 0.11866668611764908, -0.018359608948230743, 0.09076789766550064, -0.45451030135154724, -0.08994531631469727, -0.03267764300107956, -0.09988462924957275, -0.006990980356931686, 0.2149706482887268, -0.14883030951023102, 0.00011087954044342041, 0.37459972500801086, 0.13437294960021973, -0.017744315788149834, -0.1211305558681488, 0.024083150550723076, -0.006313346326351166, 0.07524698227643967, 0.021118879318237305, -0.4328464865684509, -0.19216251373291016, 0.09464085102081299, -0.10917642712593079, 0.02591264620423317, 0.11315666884183884, 0.1298683136701584, 0.2065860629081726, -0.26682838797569275, 0.010318014770746231, -0.13563920557498932, -0.08117296546697617, 0.4173421561717987, 0.05355147272348404, -0.43456846475601196, -0.004759868606925011, -0.6852321624755859, -0.1115235760807991, 0.1955498903989792, 0.08667714148759842, 0.11020692437887192, 0.15067435801029205, 0.12227144092321396, -0.14209768176078796, -0.41008371114730835, 0.09572488069534302, 0.026887567713856697, -0.4575524926185608, 0.0013712146319448948, 0.2367144227027893, 0.13619542121887207, -0.2972640097141266, -0.17923372983932495, -0.09077379107475281, 0.4122055470943451, -0.2915765941143036, -0.17635080218315125, -0.15051819384098053, 0.03794935718178749, -0.06835415959358215, 0.1601574718952179, -0.1827189326286316, -0.15616163611412048, -0.07483578473329544, 0.14079122245311737, -0.6332712173461914, 0.03881450742483139, -0.2392176240682602, -0.08238139748573303, -0.019287608563899994, 0.04926539212465286, 0.01887032389640808, 0.012543795630335808, 0.04624752700328827, -0.35532331466674805, 0.21202759444713593, -0.2083164006471634, 0.03334642946720123, -0.0399455800652504, 0.1694866418838501, -0.20887556672096252, -0.17727543413639069, -0.16008642315864563, -0.0041149635799229145, -0.18119259178638458, -0.2790069580078125, -0.11795498430728912, 0.07226818799972534, 0.3933582603931427, 0.07420298457145691, 0.2008599042892456, -0.11436078697443008, -0.08359362185001373, 0.21376705169677734, -0.42827001214027405, -0.12754997611045837, 0.28330671787261963, -0.29437628388404846, -0.14555777609348297, 0.03025927022099495, 0.13266003131866455, 0.08181829005479813, 0.12604214251041412, -0.09147879481315613, -0.22000828385353088, 0.06776636838912964, 0.22546467185020447, 0.0027442872524261475, -0.014737078920006752, -0.2498883754014969, 0.23525062203407288, -0.07675851881504059, -0.7221778035163879, -0.04784861207008362, -0.09081141650676727, -0.03158621862530708, -0.015182393603026867, -0.21622334420681, 0.08575466275215149, -0.1280689835548401, -0.25409653782844543, -0.4016497731208801, 0.17763958871364594, -0.06978434324264526, -0.00546753965318203, 0.18026681244373322, -0.24985548853874207, 0.05382871255278587, -0.042679741978645325, 0.1419210582971573, 0.09517394751310349, -0.1875058114528656, -0.1585962325334549, 0.04253501445055008, -0.052302516996860504, 0.2601567506790161, -0.13078120350837708, 0.4751112461090088, -0.05443901941180229, 0.11882425844669342, -0.08753511309623718, -0.0022007618099451065, 0.007883820682764053, 0.04925520345568657, -0.23626914620399475, -0.08902119100093842, -0.289789617061615, -0.20844325423240662, -0.37687718868255615, -0.05924753099679947, 0.45505374670028687, -0.2794792652130127, 0.24645429849624634, 0.043265100568532944, 0.03546683117747307, -0.14311400055885315, -0.3077298402786255, -0.2217382788658142, -0.3358044922351837, 0.4762398898601532, 0.15433332324028015, 0.1341569870710373, -0.09410183876752853, 0.3256486654281616, 0.11137665063142776, 0.11198370158672333, -0.13463281095027924, 0.013338525779545307, -0.05684530362486839, 0.3176003098487854, 0.30877211689949036, -0.09577354788780212, -0.1335131824016571, -0.061112917959690094, -0.18498826026916504, 0.025977563112974167, 0.5870503783226013, -0.25565361976623535, -0.03701787814497948, -0.15713484585285187, 0.3879816234111786, -0.10977359116077423, -0.058002032339572906, -0.06063808873295784, 0.09188731759786606, -0.07639811933040619, 0.018856175243854523, -0.41550981998443604, 0.10816196352243423, 0.026951048523187637, -0.16010476648807526, 0.0025289920158684254, -0.061947863548994064, -0.193473681807518, -0.2367478758096695, -0.20966684818267822, 0.7443086504936218, -0.25006240606307983, 0.08392192423343658, 0.5451967716217041, -0.2334786206483841, -0.32507655024528503, 0.2935534119606018, 0.08427374064922333, 0.4046725332736969, 0.16259418427944183, 0.0562027245759964, 0.24928545951843262, -0.1330546736717224, 0.5488249659538269, -0.4314517676830292, 0.14435946941375732, -0.16781871020793915, -0.27792003750801086, 0.40677475929260254, 0.16256573796272278, -0.12408873438835144, 0.0008713062852621078, -0.21460963785648346, -0.26949793100357056, 0.21605876088142395, -0.44236665964126587, -0.14245781302452087, 0.006402976810932159, 0.20446135103702545, -0.4221513271331787, -0.23269236087799072, 0.05736093968153, -0.3084481358528137, 0.1449149250984192, -0.26347121596336365, -0.05056661367416382, 0.02224605716764927, 0.9478604793548584, -0.32503753900527954, 0.15842986106872559, -0.03649822250008583, -0.19687138497829437, -0.00627339631319046, -0.2081596404314041, 0.3036207854747772, 0.13508175313472748, -0.025841232389211655, -0.1676059365272522, -0.029824208468198776, 0.08366598188877106, -0.1927865445613861, 0.033146098256111145, -0.31930220127105713, -0.14080986380577087, 0.46078455448150635, 0.3211950957775116, 0.13241906464099884, -0.02149764448404312, 0.028632953763008118, 0.06417444348335266, 0.31207939982414246, 0.6941890716552734, 0.0571158267557621, -0.09044499695301056, 0.31711381673812866, -0.09548402577638626, -0.2333604395389557, 0.05071580782532692, 0.6294249296188354, -0.26560178399086, -0.3970814049243927, 0.2093544751405716, -0.058973509818315506, -0.1141447126865387, -0.24691498279571533, 0.12985844910144806, -0.04351229965686798, 0.09268994629383087, -0.14642338454723358, -0.03504183143377304, 0.2320627123117447, 0.43619418144226074, 0.043112095445394516, 0.005770046263933182, -0.2333841174840927, -0.14079086482524872, -0.2840609550476074, 0.040731772780418396, 0.25614291429519653, -0.4491981863975525, -0.2941908538341522, 0.22545795142650604, -0.1768597811460495, 0.4157178997993469, 0.0747891440987587, 0.08013886213302612, -0.4697384536266327, -0.21970783174037933, -0.08228705823421478, 0.025439800694584846, 0.13628819584846497, -0.19846010208129883, 0.10878019034862518, 0.12356025725603104, 0.07420819997787476, -0.0951496958732605, 0.2516691982746124, -0.11328127980232239, -0.17820793390274048, 0.21089088916778564, 0.09795195609331131, 0.06438794732093811, 0.47524476051330566, -0.11171288043260574, -0.07640235871076584, 0.008631700649857521, 0.06510583311319351, -0.5527124404907227, -0.17812280356884003, -0.07884128391742706, -0.18662911653518677, -0.037022851407527924, 0.017491772770881653, -0.2536303400993347, 1.1586254835128784, -0.2250460684299469, -0.06358664482831955, -0.05707914009690285, -0.022438857704401016, 0.006514884531497955, -0.16928733885288239, 0.16581563651561737, -0.26987403631210327, 0.28903624415397644, 0.14214220643043518, -0.02012934535741806, -0.05537398159503937, 0.22860071063041687, -0.19787688553333282, -0.024513892829418182, 0.24187913537025452, -0.03759921342134476, -0.25072041153907776, 0.14369972050189972, 0.07670414447784424, -0.1252533197402954, -0.33149072527885437, 0.24009351432323456, 0.1254792958498001, 0.10795000195503235, 0.16787898540496826, -0.11025048792362213, 0.13033948838710785, -0.07571878284215927, 0.3729126751422882, -0.0769595056772232, 0.3228137791156769, -0.2280462235212326, 0.08467850834131241, -0.07035181671380997, 0.14573821425437927, -0.2510218620300293, 0.11948364228010178, -0.028083359822630882, 0.039718955755233765, -0.10180439800024033, -0.0756988525390625, -0.1173112615942955, -0.1475447714328766, 0.16685761511325836, -0.44186145067214966, -0.3198002576828003, -0.345342218875885, -0.02768115885555744, 0.3439693748950958, 0.21072322130203247, 0.13080187141895294, -0.2274816334247589, 0.023332756012678146, -0.10583147406578064, -0.1019914299249649, -0.18899305164813995, -0.10073509812355042, 0.12896277010440826, 0.12359534949064255, -0.23583902418613434, -0.012188510037958622, 0.6629782915115356, 0.09142505377531052, -0.07261896133422852, 0.4729309678077698, 0.28425586223602295, 2.5264062881469727, 0.09362566471099854, 0.6911904215812683, -0.3814293444156647, -0.23037326335906982, -0.05156754329800606, 0.31578999757766724, 0.016475997865200043, -0.3039481043815613, 0.30373600125312805, -0.2621501088142395, 0.08039608597755432, -0.2221914678812027, -0.3592545688152313, -0.044981133192777634, -0.18844722211360931, -0.028239650651812553, -0.33335763216018677, 0.2025764137506485, 0.2203642874956131, -0.18794292211532593, 0.22612540423870087, -0.08746983855962753, 1.2675381898880005, 0.09368753433227539, -0.24405081570148468, 0.022555775940418243, -0.13257639110088348, 0.032741669565439224, -0.18961910903453827, -0.15526911616325378, -0.008435355499386787, 0.11497601121664047, -0.10055601596832275, 0.26657333970069885, -0.29694509506225586, -0.13848824799060822, 0.0369526706635952, -0.0755053460597992, 0.1637752652168274, 0.19887007772922516, -0.2657111585140228, 0.05361910164356232, 0.013456553220748901, 0.2306773066520691, -0.02305234596133232, -0.2907266616821289, 0.2040267288684845, 0.24874836206436157, 0.0038701873272657394, 0.01102005410939455, -0.21240782737731934, -0.18214066326618195, -0.20638231933116913, -0.0059660738334059715, 0.33634111285209656, 0.009935498237609863, -0.31153497099876404, -0.2561242878437042, 0.489144891500473, 0.020116660743951797, -0.6525251269340515, -0.17665106058120728, -0.1285373717546463, -0.03755712881684303, 0.008981246501207352, -0.1301572173833847, 0.007162522524595261, -0.3266076445579529, 0.23585954308509827, -0.34193989634513855, -0.19535580277442932, 0.1889609843492508, 0.06791433691978455, 0.019178098067641258, -0.18999263644218445, -0.020638367161154747, -0.26121240854263306, -0.18873082101345062, -0.1990354061126709, 0.36837995052337646, -0.308665931224823, 0.20144346356391907, 2.660783290863037, 0.0023447941057384014, 0.15225547552108765, 0.11160580068826675, 0.011958658695220947, 0.17978136241436005, -0.16067750751972198, 0.27278196811676025, -0.016499526798725128, 0.3494788110256195, 0.15116162598133087, 0.1628131866455078, -0.2355855107307434, 4.192540645599365, -0.27658504247665405, -0.06577996164560318, 0.34404584765434265, 0.22034205496311188, 0.26521652936935425, 0.8565080761909485, -0.26359784603118896, 0.40446045994758606, -0.089413121342659, -0.08555956184864044, 0.3578248918056488, -0.045585595071315765, 0.35378557443618774, -0.1788659393787384, -0.007732279598712921, -0.07844236493110657, -0.1028229147195816, -0.14621129631996155, -0.1919688731431961, -0.11257719248533249, -0.06961654871702194, -0.04247307777404785, 0.06354953348636627, -0.14073215425014496, -0.09646075963973999, -0.05917081981897354, -0.021480873227119446, -0.05500221252441406, -0.09331910312175751, 0.2527519166469574, -0.0735880434513092, 0.0916295200586319, -0.03970906883478165, 0.05043409392237663, -0.1357104778289795, -0.04196195304393768, 0.05346895754337311, 0.35254207253456116, 0.23613902926445007, 0.16166487336158752, 0.05098440870642662, 0.10959324240684509, 0.20476961135864258, 0.02194743975996971, -0.17179839313030243, 0.1717771291732788, -0.21430915594100952, 0.24376067519187927, -0.07530363649129868, -0.08696991205215454, 0.000229615718126297, -0.0918627679347992, 0.010655827820301056, -0.21448397636413574, -0.06987977027893066, 0.15019278228282928, -0.11389739066362381, 0.14385274052619934, -0.07154889404773712, 0.2597030699253082, 0.0035534854978322983, -0.13785959780216217, 0.011501260101795197, -0.010434091091156006, -0.03530184179544449, 0.06408722698688507, 0.5373972058296204, -0.10681331902742386, 0.0907539427280426, 0.5251366496086121, -0.013226641342043877, 0.0685582384467125, 0.0023222211748361588, 0.03090374357998371, -0.34611788392066956, -0.01187945157289505, 0.021975859999656677, 0.23886346817016602, -0.18774211406707764, 0.18602117896080017, -0.09089714288711548, 0.042056091129779816, -0.39255622029304504, -0.2431701272726059, -0.07248643040657043, 0.04130476713180542, -0.008964783512055874, -0.14259572327136993, 0.05944698303937912, 0.21399399638175964, -0.13576950132846832], [0.37313783168792725, 0.20121528208255768, -0.2786591649055481, -0.02636892721056938, -0.10242345184087753, 0.3488057255744934, -0.6021994948387146, -0.4325690269470215, -0.21595434844493866, -0.3455285131931305, 0.5232415199279785, -0.17863284051418304, -0.11178980022668839, -0.6736066937446594, -0.16105058789253235, -0.2513166666030884, 0.12295688688755035, -0.4342564046382904, -0.6896498799324036, -0.2401130497455597, -0.12434244900941849, 0.5709888935089111, -0.6554220914840698, -0.41469356417655945, -0.4804598391056061, -0.09269079566001892, 0.5956349968910217, -0.0067231785506010056, 0.09800375998020172, 0.5708025693893433, -0.4482762813568115, -0.0846242904663086, 0.3737088739871979, 0.046050433069467545, -0.16129232943058014, -0.05686187744140625, 0.20017509162425995, -0.47960007190704346, 0.20774008333683014, -0.3887585997581482, -0.21640796959400177, 0.1709406077861786, -0.20262570679187775, 0.22637872397899628, 0.05494927242398262, -0.18026083707809448, -0.5189183354377747, 0.2955620288848877, -0.26647284626960754, -0.5631762146949768, -0.4469703733921051, 0.31753069162368774, 0.17326074838638306, -0.337391197681427, -0.25290483236312866, -0.6499808430671692, -0.4590671956539154, -0.1915142685174942, -0.4850125014781952, 0.5026520490646362, -0.22830882668495178, -0.36445412039756775, 0.004988566040992737, -0.05248691141605377, 0.2876155972480774, 0.08017861843109131, 0.3607746660709381, -0.588480532169342, 0.4549310803413391, -0.08314038068056107, 0.0779685378074646, -0.1277720332145691, 0.15551985800266266, 1.2503777742385864, -0.44113147258758545, -0.22241449356079102, -0.2413351982831955, -0.48060667514801025, 0.48363906145095825, -0.3649848997592926, 0.7120116949081421, -0.2567062973976135, -0.27790120244026184, 0.272856205701828, -0.528207540512085, -0.7398636341094971, 0.02121814712882042, -0.0269483495503664, -0.07789777964353561, -0.23885276913642883, -0.2037021964788437, -0.15779687464237213, -0.1794290989637375, -0.29638710618019104, -0.22702240943908691, 0.5667822360992432, -0.3115018606185913, -0.4826848804950714, 0.5529140830039978, -0.03982136771082878, 0.13088244199752808, 0.14615701138973236, -0.12604224681854248, 0.5648489594459534, -0.23892827332019806, -0.33397912979125977, 0.14004278182983398, -0.098634734749794, -0.26899945735931396, 0.05233835428953171, -0.08370202779769897, 0.30861812829971313, -0.45730528235435486, 0.08183184266090393, -0.20266284048557281, -0.2935805916786194, -0.03835727646946907, 0.11897235363721848, -0.14245665073394775, -0.4717395305633545, -0.09486878663301468, -0.016415972262620926, 0.18669065833091736, -0.3910177946090698, -0.173435777425766, -0.29714515805244446, 0.7223367094993591, -0.39865750074386597, 0.4597427546977997, -0.27937647700309753, -0.12752434611320496, -0.46299874782562256, -0.2552366256713867, -0.45019829273223877, -0.31123441457748413, 0.16406790912151337, -0.04869168996810913, -0.5145182609558105, -0.6436745524406433, -0.20805871486663818, -0.25470247864723206, -0.3535952568054199, 0.06288830190896988, -0.17828300595283508, -0.21899932622909546, -0.02092815563082695, 0.08134454488754272, -0.01612069085240364, -0.034756846725940704, 0.48936375975608826, 0.14495278894901276, 0.1773495078086853, -0.07000412046909332, 0.13531219959259033, 0.3011772632598877, 0.5549540519714355, -0.03851805627346039, 0.09075114876031876, -0.08065298199653625, -0.071733757853508, 0.07978029549121857, 0.11356610059738159, -0.05778583884239197, 0.24381041526794434, -0.27626803517341614, 0.0018378086388111115, -0.45152655243873596, 0.04212505742907524, 0.05134398490190506, 0.07774603366851807, 0.29589200019836426, 0.007995542138814926, -0.04691091924905777, 0.032500844448804855, 0.5896025896072388, 0.1898556351661682, -0.3008435368537903, 0.6996774673461914, -0.004233220592141151, -0.12439995259046555, -0.13764801621437073, 0.332693874835968, 0.42124083638191223, 0.16099250316619873, 0.2968767583370209, 0.37008655071258545, 0.2896188199520111, 0.19916647672653198, 0.19709528982639313, -0.016861505806446075, 0.36185744404792786, 0.04265908896923065, 0.2637979984283447, 0.21681787073612213, 0.5438794493675232, 0.11799785494804382, 0.17481130361557007, 0.10589519143104553, -0.07313574850559235, 0.3341063857078552, 0.0805351585149765, -0.010303521528840065, 0.2903316915035248, 0.0793217271566391, 0.19575554132461548, 0.1515142023563385, 0.21552923321723938, 0.2815910279750824, 0.0160281453281641, 0.1383633315563202, -0.03712930530309677, -0.11683594435453415, 0.13385112583637238, -0.18874622881412506, 0.00352606363594532, -0.17015250027179718, 0.35005778074264526, 0.08116805553436279, -0.15628987550735474, 0.28189146518707275, 0.2764979898929596, 0.24730394780635834, 0.20205429196357727, 0.044063545763492584, -0.03253436088562012, -0.005785316228866577, 0.5043609142303467, 0.4633308947086334, 0.33243945240974426, 0.2972452938556671, 0.13998985290527344, -0.08848297595977783, -0.11920143663883209, -0.21513468027114868, 0.02497759833931923, 0.1398221105337143, 0.00545307993888855, 0.05792728811502457, -0.20722147822380066, 0.0077562034130096436, -0.29985496401786804, 0.07270839065313339, -0.16436521708965302, -0.2196454554796219, 0.09000241011381149, -0.15843038260936737, -0.18382728099822998, -0.003781108185648918, -0.08886528015136719, -0.11598240584135056, 0.230865016579628, -0.19543595612049103, 0.25611111521720886, 0.043190330266952515, 0.01671599969267845, 0.14258982241153717, 0.1231645792722702, 0.09441310167312622, 0.04199611023068428, 0.05033794790506363, 0.12314943969249725, 0.05121676251292229, -0.05043984577059746, -0.10718856751918793, -0.002058614045381546, -0.13973060250282288, 0.40000349283218384, 0.3202654719352722, 0.25483986735343933, 0.10273122042417526, 0.14194726943969727, -0.03555916249752045, -0.231612429022789, 0.14770707488059998, 0.30469974875450134, -0.015164447948336601, 0.12177997827529907, -0.00033172592520713806, -0.005619168281555176, 0.34866368770599365, 0.004254528321325779, 0.39040303230285645, -0.028792403638362885, 0.26395437121391296, 0.29402095079421997, 0.2793233394622803, 0.39998048543930054, -0.05893366411328316, -0.08425208926200867, 0.004861065186560154, -0.05538378283381462, 0.12476024031639099, -0.09478399902582169, -0.2298952043056488, 0.45954665541648865, -0.11161690950393677, 0.13623468577861786, -0.27293410897254944, -0.1768767535686493, -0.08379846066236496, -0.004159513860940933, -0.15823474526405334, 0.4143930971622467, 0.3002922832965851, -0.4861767590045929, -0.6935861706733704, -0.14709317684173584, -0.37961480021476746, -0.09528328478336334, -0.20036719739437103, -0.13229216635227203, -0.07796011865139008, -0.07643771916627884, -0.058539893478155136, -0.07864489406347275, -0.01813233643770218, -0.23602071404457092, -0.07944859564304352, 0.3913159966468811, 0.031184915453195572, 0.10274375975131989, -0.33746594190597534, 0.02632136642932892, -0.22600655257701874, -0.1348075270652771, 0.0029030656442046165, 0.07150189578533173, -0.3907454311847687, -0.2704067826271057, -0.25229671597480774, 0.22054235637187958, 0.15477332472801208, 0.2386125922203064, 0.28220275044441223, 0.3141096532344818, 0.2633305788040161, -0.24586084485054016, 0.8163977265357971, 0.11005592346191406, 0.09026329219341278, -0.3424340486526489, 0.4572809338569641, 0.2644032835960388, -0.3148430585861206, -0.13193003833293915, 0.37015673518180847, -0.4244968295097351, -0.16544298827648163, -0.4941380023956299, 0.46560782194137573, 0.2517361044883728, 0.18796586990356445, -0.07966313511133194, 0.21471169590950012, -0.09665237367153168, 0.17519637942314148, 0.3489290773868561, 0.8130242824554443, 0.527641773223877, 0.6927814483642578, 0.3849138617515564, 0.3392462134361267, -0.041524071246385574, 0.1232602596282959, 0.31979942321777344, -0.065749891102314, 0.017158232629299164, 0.057860806584358215, 1.9219061136245728, -0.696409285068512, -0.2562512755393982, 0.8198167085647583, -0.019819211214780807, -0.061342328786849976, 0.48643362522125244, -0.4078887403011322, 0.03376113623380661, 0.4382692873477936, -0.022121623158454895, -0.351298451423645, 0.7750973105430603, 0.21733421087265015, -0.0076964544132351875, -0.05657568946480751, 0.16765646636486053, -0.18493248522281647, 0.11822894215583801, 0.44754838943481445, 0.10418511927127838, 0.33475810289382935, 0.06626589596271515, -0.23826491832733154, 0.3578643798828125, -0.19454185664653778, 0.20612065494060516, 0.2790093719959259, -0.30780893564224243, -0.3229410648345947, -0.35256993770599365, -0.02805900014936924, 0.00468016043305397, -0.19756272435188293, 0.11765852570533752, 0.7520170211791992, 7.450416564941406, 1.5107611417770386, 0.11437198519706726, 0.5951494574546814, -0.1358811855316162, 0.003412630409002304, -0.3635169267654419, -0.09811919927597046, -0.3843868374824524, 0.11751817911863327, -0.14050446450710297, -0.31742510199546814, 0.20542220771312714, 0.14697162806987762, 0.48006966710090637, 0.07358895242214203, -0.3603251874446869, -0.22081997990608215, 0.11238787323236465, -0.18624743819236755, -0.12148404866456985, -0.46677619218826294, 0.1176561489701271, 0.16418427228927612, -0.6619475483894348, -0.11255259811878204, -0.041387252509593964, -0.10729235410690308, -0.11868785321712494, -0.007780829444527626, -0.0033224131911993027, -0.31101229786872864, 0.3107077181339264, -0.2849993407726288, 0.08033692836761475, -0.03903164342045784, 0.20278789103031158, -0.0836181789636612, 0.029847871512174606, -0.05536343529820442, -0.2636159062385559, -0.17499321699142456, -0.2400917261838913, -0.030786622315645218, -0.25226065516471863, 0.27030089497566223, 0.12411540746688843, 0.16764000058174133, -0.17290543019771576, 0.012151114642620087, -0.06900863349437714, 0.05881185084581375, 0.14279142022132874, -0.08380966633558273, -0.19824859499931335, -0.1141553744673729, -0.6991742253303528, 0.0498022586107254, 0.153737872838974, -0.07359518855810165, 0.07545473426580429, 0.019130056723952293, 0.13201387226581573, -0.19759227335453033, -0.35147252678871155, 0.14009989798069, 0.03275374695658684, -0.3516545593738556, 0.053809307515621185, 0.10098007321357727, -0.1422317922115326, -0.225087970495224, -0.242484912276268, -0.013052092865109444, 0.27373960614204407, -0.1533917486667633, -0.16132403910160065, -0.23004236817359924, -0.15572358667850494, 0.040239762514829636, -0.1721382886171341, -0.08513054996728897, -0.059739574790000916, -0.12185602635145187, 0.17780351638793945, -0.6599100828170776, 0.21421559154987335, -0.10977378487586975, 0.14928148686885834, 0.31874385476112366, 0.22328273952007294, 0.009893704205751419, 0.005706127732992172, -0.1016101986169815, -0.5235779285430908, 0.28955522179603577, -0.240165114402771, -0.04969805106520653, -0.1235961765050888, 0.3986096978187561, -0.08246651291847229, -0.04480978101491928, -0.2223224639892578, -0.03519401699304581, 0.05967878922820091, -0.3089269995689392, -0.12732775509357452, 0.08552104234695435, 0.7647152543067932, -0.158555805683136, 0.15957292914390564, -0.12642866373062134, -0.04163869470357895, -0.25077497959136963, -0.27591532468795776, -0.44007426500320435, -0.04519742727279663, -0.15891514718532562, 0.1259767860174179, -0.231489360332489, 0.177623450756073, -0.08515305072069168, -0.11806768923997879, -0.24045789241790771, -0.4724358022212982, -0.052960123866796494, 0.3313382863998413, -0.054389528930187225, -0.1516028791666031, -0.20243845880031586, 0.02909110113978386, -0.07059534639120102, -0.36171454191207886, 0.030342834070324898, -0.20317691564559937, -0.16098883748054504, 0.11883566528558731, -0.18794378638267517, 0.04384536296129227, -0.24769411981105804, -0.3344632387161255, -0.5480528473854065, -0.004778435919433832, -0.2765417695045471, -0.10432414710521698, 0.0988248735666275, 0.0046973745338618755, -0.07799229025840759, -0.009387904778122902, 0.005739407613873482, 0.5340761542320251, 0.11076966673135757, -0.17436514794826508, 0.29073458909988403, -0.13411472737789154, -0.0769885778427124, -0.1526118367910385, 0.57012540102005, -0.12632273137569427, 0.188390851020813, -0.05294346436858177, -0.5445855259895325, -0.2036728858947754, 0.06009293720126152, -0.033092960715293884, -0.31476232409477234, -0.20964254438877106, -0.3896339237689972, -0.1807936280965805, -0.16444678604602814, 0.2880384624004364, -0.38972777128219604, 0.04924117401242256, 0.23715633153915405, -0.26712706685066223, -0.19412730634212494, -0.2955830991268158, -0.15149030089378357, -0.441545307636261, 0.45545828342437744, 0.11983872205018997, 0.22606748342514038, -0.10638897120952606, 0.36405524611473083, 0.02549055963754654, 0.15950752794742584, -0.2835704982280731, 0.10547470301389694, -0.20594483613967896, 0.3016926050186157, -0.007314661517739296, -0.3676222264766693, 0.0012805461883544922, -0.14114634692668915, -0.12251133471727371, 0.006529446691274643, 0.4874735176563263, -0.09405969828367233, -0.24169014394283295, -0.2499813437461853, 0.38228657841682434, -0.15678463876247406, -0.0727587416768074, 0.2197754979133606, -0.17821907997131348, -0.25461962819099426, 0.1181427538394928, -0.47579213976860046, -0.09204276651144028, 0.1072578877210617, -0.17547620832920074, 0.01619013585150242, -0.27438119053840637, -0.13116572797298431, -0.2688519358634949, -0.24776339530944824, 0.1474863886833191, -0.2482082098722458, -0.01124197244644165, 0.7274103164672852, -0.4673897624015808, -0.31797412037849426, 0.2684788703918457, -0.013119075447320938, 0.1885807067155838, 0.2512235641479492, -0.1755596399307251, 0.23878851532936096, -0.11753588914871216, 0.5495940446853638, -0.3930439054965973, 0.07416786253452301, -0.05713377147912979, -0.20470136404037476, 0.11013324558734894, 0.1603243201971054, -0.1640990972518921, 0.15212325751781464, -0.1580962985754013, -0.32184532284736633, 0.16137659549713135, -0.30946946144104004, -0.19997510313987732, 0.08674553036689758, 0.1071537658572197, -0.16856436431407928, -0.21537262201309204, 0.11310049891471863, -0.3096142113208771, 0.3311086893081665, -0.1534031182527542, 0.02737049013376236, 0.02113230526447296, 1.4153426885604858, -0.1820669323205948, 0.19621652364730835, -0.12653987109661102, -0.2612575590610504, -0.18731947243213654, 0.16347506642341614, 0.2385941445827484, 0.0248723104596138, 0.2551615536212921, -0.04829386994242668, -0.06871585547924042, -0.05317661538720131, -0.30537518858909607, -0.2632986307144165, -0.161371111869812, -0.062491051852703094, 0.5346669554710388, 0.1835389882326126, 0.3233537971973419, -0.1278265118598938, -0.14088399708271027, -0.040086083114147186, 0.1706710159778595, 0.14539358019828796, -0.31221768260002136, 0.03885558620095253, 0.3214176297187805, -0.07970406860113144, 0.03388305753469467, -0.1028309315443039, 0.18268455564975739, -0.28723785281181335, -0.3657229244709015, 0.1343962699174881, -0.05984274670481682, -0.1522715985774994, -0.3287568688392639, -0.07599849998950958, 0.02980443276464939, -0.022420134395360947, 0.017930150032043457, 0.2089092880487442, 0.4300152063369751, 0.34389933943748474, 0.16123713552951813, -0.2163318693637848, -0.33728092908859253, -0.18158036470413208, -0.27844205498695374, 0.012960296124219894, 0.38580334186553955, -0.3179907500743866, -0.21882976591587067, 0.05538782477378845, -0.17477931082248688, 0.10713102668523788, 0.006992016918957233, 0.06320369243621826, -0.6954924464225769, -0.37387681007385254, -0.0024857206735759974, 0.08277828991413116, 0.4323594570159912, -0.28816649317741394, 0.022660642862319946, 0.1724834144115448, 0.20184555649757385, -0.17424315214157104, -0.07824058830738068, -0.17067162692546844, 0.005553551018238068, 0.35136911273002625, -0.2821689546108246, -0.09246018528938293, 0.23574192821979523, -0.30940866470336914, -0.10155467689037323, -0.1922447234392166, -0.027599623426795006, -0.43461719155311584, -0.08961746096611023, -0.3680700957775116, -0.10772322118282318, -0.07234830409288406, -0.1618712991476059, -0.16519150137901306, 1.68831205368042, -0.3555908799171448, 0.005471449811011553, 0.08680347353219986, 0.03179926052689552, 0.15853719413280487, -0.26669251918792725, -0.16982397437095642, -0.2823215126991272, 0.22679445147514343, 0.007291294634342194, -0.29445797204971313, -0.1089867651462555, 0.061611250042915344, -0.007906736806035042, -0.018059343099594116, 0.11420781910419464, -0.0892152488231659, -0.1546141803264618, 0.3361530900001526, 0.01537515688687563, -0.11789470911026001, -0.3742300570011139, 0.2296736091375351, 0.0962587222456932, 0.011181785725057125, -0.19458065927028656, -0.10826656222343445, 0.21394726634025574, 0.011762678623199463, 0.08252111077308655, 0.05254353955388069, 0.03894462808966637, -0.17279355227947235, -0.12149736285209656, -0.041538067162036896, -0.10650870203971863, -0.26788729429244995, 0.23359443247318268, 0.07276427000761032, 0.05514519661664963, -0.10815611481666565, -0.06277777999639511, -0.1531221717596054, -0.18740321695804596, 0.11899764835834503, -0.3864670693874359, -0.44652029871940613, -0.3045481741428375, -0.09094547480344772, -0.0071717798709869385, 0.09621703624725342, 0.15366050601005554, 0.028888937085866928, 0.014221148565411568, -0.3352898955345154, -0.0799221396446228, -0.4211796522140503, 0.1287810355424881, 0.2658827006816864, 0.11895012855529785, -0.06061619892716408, -0.06448924541473389, 0.25439953804016113, -0.16531920433044434, -0.3430168628692627, 0.09681051969528198, 0.2636415660381317, 2.2897846698760986, -0.019993670284748077, 0.6291210055351257, -0.5394853353500366, -0.1125660240650177, 0.04411676153540611, 0.2815069556236267, -0.089519202709198, -0.21332401037216187, 0.2473294883966446, -0.33125704526901245, -0.06323866546154022, -0.16225165128707886, -0.25763198733329773, -0.25858452916145325, -0.14947302639484406, -0.036152541637420654, -0.41401973366737366, 0.27024248242378235, 0.3261367678642273, 0.007957756519317627, -0.013179833069443703, 0.10821866244077682, -0.10838155448436737, 0.1280793398618698, -0.2605774402618408, 0.20962032675743103, -0.31944698095321655, -0.11137337982654572, -0.037386029958724976, -0.21100303530693054, -0.3841569721698761, 0.0521373488008976, -0.04625969007611275, 0.5281873345375061, -0.29605284333229065, -0.10377639532089233, -0.2585749328136444, 0.09460972249507904, 0.25973618030548096, 0.20163936913013458, -0.0700608342885971, -0.034834425896406174, 0.1904851794242859, 0.35805365443229675, -0.06806136667728424, -0.16373273730278015, 0.07812503725290298, 0.20252545177936554, -0.20034149289131165, 0.1872657835483551, -0.16601991653442383, -0.23646090924739838, -0.07973210513591766, 0.019351845607161522, 0.3748144507408142, -0.08367232978343964, -0.23115147650241852, -0.5328425168991089, 0.4934704005718231, 0.029317619279026985, -0.5636197924613953, -0.09347200393676758, -0.07868455350399017, 0.06717036664485931, -0.039388615638017654, 0.0652615875005722, -0.13735049962997437, -0.31800752878189087, 0.17484891414642334, -0.45913931727409363, -0.30571722984313965, 0.15550203621387482, 0.16006481647491455, 0.10115882754325867, -0.1752295047044754, -0.09312416613101959, -0.3272930681705475, -0.3861701786518097, -0.3094395399093628, 0.22754095494747162, -0.1220516562461853, 0.045023731887340546, 1.7237043380737305, -0.2023484706878662, 0.04411640390753746, -0.14472749829292297, 0.11777660995721817, -0.17851024866104126, -0.029141105711460114, 0.4899365305900574, 0.04612519219517708, -0.04171393811702728, -0.06484107673168182, -0.17031514644622803, -0.007534405682235956, 3.912001609802246, -0.38828152418136597, 0.0063202157616615295, 0.17386415600776672, 0.3669852614402771, -0.3701211214065552, 0.6051934957504272, -0.3007059693336487, -0.10452432930469513, -0.11080923676490784, -0.05802209675312042, 0.10220113396644592, -0.010832006111741066, 0.17937763035297394, -0.11239614337682724, -0.0041470006108284, -0.1823926419019699, 0.05988038331270218, 0.03144783526659012, -0.13935452699661255, -0.3790631890296936, -0.03207704424858093, 0.210122749209404, -0.15613558888435364, -0.1714724451303482, -0.15198414027690887, -0.15064184367656708, -0.019904259592294693, 0.0045934878289699554, -0.07192402333021164, 0.10106287151575089, -0.0526580810546875, 0.2964305877685547, -0.06787580251693726, -0.055282000452280045, -0.1802738606929779, -0.06219038367271423, 0.0332874059677124, 0.31913265585899353, -0.39591675996780396, 0.025219498202204704, 0.11865708976984024, 0.08329755067825317, -0.004360310733318329, -0.06909257918596268, -0.30020585656166077, -0.0010294076055288315, -0.2828982472419739, 0.18983995914459229, -0.10483524203300476, -0.45223698019981384, -0.021668557077646255, -0.1671575903892517, -0.01977672427892685, -0.2133989781141281, -0.12087225168943405, 0.15369313955307007, -0.0627966821193695, 0.04868753254413605, -0.1909826099872589, 0.1237771287560463, 0.19965514540672302, -0.19324995577335358, -0.23569642007350922, -0.19367609918117523, -0.20519296824932098, 0.43501710891723633, 0.599850058555603, 0.09928035736083984, 0.09303788840770721, 0.07176631689071655, 0.08623543381690979, 0.21671739220619202, -0.19623441994190216, -0.12678180634975433, -0.3933490812778473, -0.01640819013118744, -0.06722477078437805, 0.23466892540454865, -0.0674910694360733, -0.09514842927455902, -0.045858047902584076, -0.0694873258471489, -0.440327525138855, -0.35764461755752563, 0.13645823299884796, 0.06471167504787445, 0.2875727415084839, 0.15610651671886444, -0.05436830222606659, -0.0007925070822238922, -0.12675723433494568], [0.4454260468482971, 0.08051631599664688, 0.031820882111787796, -0.05300512537360191, 0.39931899309158325, 0.27123722434043884, -0.5476163625717163, -0.3099603056907654, -0.2269468754529953, -0.27440786361694336, 0.6200476288795471, -0.08009117841720581, -0.17051301896572113, -0.5357643961906433, -0.0038944322150200605, -0.21226271986961365, -0.08342738449573517, -0.3672321140766144, -0.4783058762550354, -0.3478408753871918, -0.01114179939031601, 0.8625823259353638, -0.4011475443840027, -0.4257216155529022, -0.4296762943267822, 0.007412937935441732, 0.7121723294258118, 0.16957412660121918, 0.24501538276672363, 0.5147144198417664, -0.2702707052230835, -0.07217635214328766, 0.31158575415611267, -0.004653568379580975, -0.15642665326595306, -0.04554165154695511, 0.027351245284080505, -0.41676783561706543, 0.5237398743629456, -0.07525474578142166, -0.1523960828781128, 0.20215603709220886, -0.048028357326984406, 0.16590435802936554, 0.21082241833209991, 0.04314246401190758, -0.276378333568573, 0.32123327255249023, -0.13431484997272491, -0.460907518863678, -0.28394076228141785, 0.5123276710510254, -0.04367785155773163, -0.26754188537597656, -0.3030130863189697, -0.47019386291503906, -0.46462446451187134, -0.2578901946544647, -0.3302198648452759, 0.5008770227432251, -0.4546530842781067, -0.5672305822372437, -0.19635584950447083, -0.03102193959057331, 0.27051055431365967, 0.007216131314635277, 0.4201260805130005, -0.6442690491676331, 0.3498658239841461, -0.10708142817020416, -0.03230510652065277, -0.05167945474386215, -0.10399220883846283, 0.8388800621032715, -0.5008335113525391, -0.2016003578901291, -0.48044443130493164, -0.3733128309249878, 0.48028361797332764, -0.33445608615875244, 0.6666042804718018, -0.13961845636367798, -0.009215746074914932, 0.7344412207603455, -0.39793914556503296, -0.5502685308456421, 0.02053980529308319, -0.2777121663093567, -0.03897776082158089, -0.13438226282596588, -0.05273842439055443, 0.025299277156591415, 0.9032602906227112, -0.05225226655602455, -0.10298105329275131, 0.644242525100708, -0.30901899933815, -0.27363312244415283, 0.3355411887168884, 0.19643346965312958, 0.08381906151771545, -0.019315356388688087, -0.12659083306789398, 0.39146605134010315, -0.34503504633903503, -0.49992090463638306, -0.16087639331817627, -0.12762926518917084, -9.383633732795715e-05, 0.012336235493421555, -0.1765635460615158, 0.28025293350219727, -0.39726629853248596, 0.15408584475517273, -0.17006850242614746, -0.26141226291656494, -0.06404446065425873, 0.09175094962120056, -0.20007126033306122, -0.4176125228404999, 0.04252950847148895, -0.15100499987602234, 0.054408010095357895, -0.4579325318336487, -0.18280552327632904, -0.32664260268211365, 0.5294605493545532, -0.3204970955848694, 0.3436264991760254, -0.1841197907924652, -0.1720985770225525, -0.32687675952911377, -0.1413649618625641, -0.18486332893371582, -0.1917833834886551, 0.19561614096164703, 0.05947347730398178, -0.21115729212760925, -0.44352731108665466, -0.15756790339946747, 0.05840234458446503, -0.09313499927520752, 0.1465720385313034, -0.14524362981319427, -0.01106226071715355, -0.09502804279327393, 0.150470569729805, -0.07529137283563614, 0.05531875789165497, 0.46791914105415344, -0.05325525999069214, 0.002784756012260914, -0.07222460955381393, -0.09657701849937439, -0.011468784883618355, 0.13969731330871582, -0.23819096386432648, -0.14220543205738068, -0.1560506820678711, -0.08176043629646301, -0.22117482125759125, 0.12977322936058044, -0.0887012779712677, -0.02421223372220993, -0.41171711683273315, -0.06118158623576164, -0.3344491124153137, 0.04651563987135887, -0.18370461463928223, -0.08114086091518402, -0.20888246595859528, -0.29587939381599426, -0.024693641811609268, -0.020518001168966293, 0.08953259885311127, -0.03687256574630737, -0.3398267924785614, 0.06654076278209686, -0.09456828236579895, -0.023000309243798256, -0.12658601999282837, -0.01169522199779749, 0.3886825740337372, 0.07054083049297333, 0.20636829733848572, 0.2540656626224518, -0.05831843614578247, -0.16683970391750336, 0.09363152086734772, -0.02483820915222168, 0.2130943238735199, -0.11067791283130646, -0.11784079670906067, -0.07225300371646881, 0.15724828839302063, 0.047770049422979355, -0.2212623655796051, -0.08111032843589783, -0.05189568176865578, 0.05715479329228401, -0.22147533297538757, -0.27711156010627747, -0.053950004279613495, -0.16607056558132172, -0.19160369038581848, -0.1320168673992157, 0.12387608736753464, -0.000785081647336483, -0.025017879903316498, -0.13764576613903046, -0.025505324825644493, 0.029131075367331505, 0.0055408962070941925, -0.3504105806350708, -0.06446874141693115, -0.19780509173870087, 0.2757849097251892, -0.04117754474282265, -0.169007807970047, -0.09365758299827576, 0.2526092827320099, 0.09320135414600372, 0.06347505748271942, -0.18609273433685303, -0.23306754231452942, -0.10451720654964447, -0.04451671987771988, 0.075920969247818, 0.1742950826883316, 0.051291920244693756, -0.014773771166801453, -0.02561108022928238, -0.1710224598646164, -0.31618577241897583, 0.1309908628463745, -0.029734468087553978, 0.0733066201210022, -0.11656525731086731, -0.160557359457016, -0.07158653438091278, -0.1402777135372162, 0.06304340809583664, -0.14386330544948578, -0.2890626788139343, -0.16463303565979004, -0.19765499234199524, -0.25442665815353394, -0.18543562293052673, -0.11892625689506531, -0.15238046646118164, 0.043326884508132935, -0.15099363029003143, -0.1943710893392563, 0.04358089715242386, -0.04546069726347923, -0.2463146299123764, -0.1251576542854309, -0.07342361658811569, -0.09217764437198639, -0.12498758733272552, -0.1081400215625763, -0.2990257143974304, -0.2458217889070511, -0.279829740524292, -0.27212977409362793, -0.05954567715525627, -0.11429766565561295, -0.06852485239505768, 0.26615074276924133, -0.17604458332061768, 0.021294988691806793, -0.20586667954921722, -0.2316582351922989, 0.04466741532087326, 0.1514371931552887, -0.200150266289711, 0.06586043536663055, 0.09440528601408005, 0.030136067420244217, 0.16905084252357483, -0.18616710603237152, -0.09931714832782745, -0.16713327169418335, -0.04777450114488602, -0.2622218132019043, -0.008802018128335476, 0.24595226347446442, -0.10043570399284363, -0.04858486354351044, -0.035555850714445114, -0.08607654273509979, -0.03976317495107651, 0.04840875416994095, -0.07652158290147781, 0.2236267626285553, -0.12001364678144455, 0.007456691935658455, -0.21598653495311737, -0.11962316185235977, -0.015034109354019165, 0.03726378455758095, -0.24477878212928772, 0.30922776460647583, 0.26706549525260925, -0.4373592734336853, -0.49796009063720703, -0.12301399558782578, -0.3265477418899536, -0.09372635930776596, -0.1752055436372757, -0.04145432263612747, -0.08977574110031128, 0.013837304897606373, 0.09248138964176178, -0.24740979075431824, -0.06730630993843079, -0.23823726177215576, -0.02334667183458805, 0.29319849610328674, 0.2662196755409241, -0.10692742466926575, -0.31104689836502075, 0.03148392587900162, -0.08524603396654129, -0.022067181766033173, 0.1555936336517334, 0.1760827898979187, -0.1885400116443634, -0.13867788016796112, -0.336857408285141, 0.14382876455783844, 0.1829671710729599, -0.14023587107658386, -0.1279960423707962, 0.22631396353244781, 0.18149349093437195, -0.29313597083091736, 0.4697912931442261, -0.09295868128538132, 0.019599203020334244, -0.2235269695520401, 0.14094281196594238, -0.0574244000017643, -0.21188436448574066, -0.30001646280288696, 0.18373751640319824, -0.4981793761253357, -0.11462265253067017, -0.6879072785377502, 0.06272801011800766, 0.1555006057024002, 0.13554280996322632, -0.1103779748082161, 0.26298874616622925, -0.20726901292800903, -0.15916922688484192, 0.026307646185159683, 0.49852636456489563, 0.07991895824670792, 0.09092070907354355, 0.1694989949464798, 0.27721720933914185, -0.03481623902916908, 0.19417643547058105, 0.09966582804918289, -0.15149545669555664, -0.04511726647615433, -0.19790765643119812, 1.6324641704559326, -0.5331202745437622, -0.1935274749994278, 0.5372406840324402, -0.13193728029727936, -0.28370171785354614, 0.27612054347991943, -0.2292313426733017, 0.010349282994866371, 0.18411315977573395, -0.12726722657680511, -0.29097944498062134, 0.5882887244224548, 0.12470290064811707, -0.07140986621379852, 0.09491080045700073, 0.08012853562831879, -0.13100863993167877, 0.06368641555309296, 0.14789921045303345, -0.09332581609487534, 0.3952367901802063, -0.21851839125156403, -0.1349729746580124, 0.46255844831466675, 0.26676902174949646, 0.02934160642325878, 0.3080728352069855, -0.049000173807144165, -0.30922532081604004, -0.283172070980072, 0.24104651808738708, 0.12491409480571747, -0.14780043065547943, 0.012315940111875534, 0.5908352732658386, 7.491973400115967, 3.327700138092041, 0.15065531432628632, 0.6135493516921997, -0.1233634501695633, 0.15631893277168274, -0.3243611454963684, -0.07732757925987244, -0.31796345114707947, 0.09685442596673965, -0.1706557720899582, -0.2206743359565735, 0.252258837223053, 0.3897032141685486, 0.39209944009780884, 0.05407767742872238, -0.12935146689414978, -0.16074465215206146, 0.14371390640735626, -0.0686735138297081, -0.16484768688678741, -0.2717621326446533, 0.26592880487442017, 0.2013244330883026, -0.51471346616745, -0.11021420359611511, -0.01872275210916996, -0.09210948646068573, -0.12618309259414673, 0.13825908303260803, -0.11518306285142899, -0.2054009586572647, 0.3340429365634918, -0.31468313932418823, -0.027892855927348137, -0.04506491869688034, 0.041696034371852875, -0.14300638437271118, 0.1639491319656372, -0.050524692982435226, -0.3154211938381195, -0.15917766094207764, -0.05453505367040634, -0.05985080078244209, 0.048097703605890274, 0.21821576356887817, 0.19316117465496063, 0.1924000233411789, -0.3706966042518616, 0.10841761529445648, -0.21843251585960388, -0.0938682109117508, 0.18900494277477264, -0.023520678281784058, -0.2840763330459595, -0.011322179809212685, -0.6327217221260071, 0.18718065321445465, 0.21203884482383728, -0.07954288274049759, 0.11283420771360397, 0.09008985012769699, 0.09797829389572144, -0.1894049197435379, -0.38197293877601624, 0.28560078144073486, 0.09585912525653839, -0.4495793282985687, 0.02990827150642872, 0.5824341773986816, 0.21605201065540314, -0.22383850812911987, -0.14896488189697266, 0.10546649992465973, 0.4153267741203308, -0.1562715768814087, -0.013564184308052063, -0.3303590714931488, -0.10991470515727997, 0.14956705272197723, -0.07903267443180084, -0.18743105232715607, -0.04018871486186981, -0.07228061556816101, 0.06397770345211029, -0.6634096503257751, 0.39699211716651917, -0.10109575092792511, 0.005739517044275999, 0.3650338351726532, 0.07485250383615494, 0.14785221219062805, 0.023250339552760124, 0.29478922486305237, -0.43978220224380493, 0.17783533036708832, -0.09912596642971039, -0.03333810716867447, -0.1755165010690689, 0.32711392641067505, -0.2488279491662979, 0.16105498373508453, -0.20698785781860352, -0.08362063765525818, -0.11594720184803009, -0.3739584684371948, -0.28365886211395264, 0.29132941365242004, 0.6950313448905945, -0.06413944810628891, 0.1536889672279358, -0.15342122316360474, 0.0021041706204414368, 0.0257356446236372, -0.30078619718551636, -0.465231716632843, 0.1710232049226761, -0.24197350442409515, -0.011262979358434677, -0.27532291412353516, 0.21079406142234802, 0.05770564824342728, -0.0069684479385614395, -0.32964760065078735, -0.19816559553146362, 0.11112914979457855, 0.3137674629688263, 0.01363535225391388, -0.08352690935134888, -0.2477966994047165, 0.03413671255111694, -0.11445630341768265, -0.48227545619010925, -0.11726218461990356, -0.10643699020147324, -0.15994924306869507, 0.024223487824201584, -0.2533462643623352, 0.1742478758096695, -0.29102158546447754, -0.2640641927719116, -0.46002182364463806, 0.10737819224596024, -0.19370195269584656, 0.028544019907712936, 0.01079372875392437, -0.033508703112602234, -0.22384454309940338, -0.05891193449497223, 0.20542187988758087, 0.0560179203748703, 0.04083533212542534, -0.11463168263435364, 0.28297558426856995, -0.17220143973827362, -0.07958145439624786, -0.10699351131916046, 0.5280748009681702, -0.1203615739941597, 0.17200057208538055, 0.022329561412334442, -0.34047824144363403, -0.24954701960086823, -0.015227705240249634, -0.1943991482257843, -0.16441117227077484, -0.280566543340683, -0.29312068223953247, -0.2222496122121811, -0.20556281507015228, 0.21312598884105682, -0.4405849277973175, 0.12295347452163696, 0.22067981958389282, -0.05985008180141449, -0.16942298412322998, -0.3280673623085022, -0.11419373750686646, -0.44899260997772217, 0.7167317867279053, 0.3430526852607727, 0.11408665776252747, -0.07229656726121902, 0.4908272325992584, 0.05361797660589218, 0.15666566789150238, -0.3295706510543823, 0.04332118108868599, -0.3098851144313812, 0.22184987366199493, 0.19504284858703613, -0.18075405061244965, -0.08128340542316437, -0.12260277569293976, -0.17446762323379517, 0.012093022465705872, 0.6786485314369202, -0.20467498898506165, 0.08852159976959229, -0.18647430837154388, 0.3771578073501587, -0.20558716356754303, 0.018846901133656502, 0.06830953061580658, 0.12200623750686646, -0.14350087940692902, 0.15789097547531128, -0.4088467061519623, 0.5834691524505615, 0.02634662762284279, -0.07353777438402176, -0.09259860962629318, -0.20108386874198914, -0.14306123554706573, -0.2532854378223419, -0.3071093261241913, 0.1379881054162979, -0.19529494643211365, 0.033296115696430206, 0.9290595054626465, -0.1164405345916748, -0.3152868151664734, 0.44394078850746155, 0.21533405780792236, 0.32845476269721985, 0.23104389011859894, -0.18005284667015076, 0.30756399035453796, -0.029767660424113274, 0.5133781433105469, -0.4153992235660553, 0.1919838786125183, -0.03046606108546257, -0.17371582984924316, 0.338860422372818, 0.2110230177640915, -0.1960330754518509, 0.1572106033563614, -0.19784140586853027, -0.2634718418121338, 0.0614507719874382, -0.33998000621795654, -0.045043252408504486, -0.059093065559864044, 0.18272961676120758, -0.2665063142776489, -0.06870901584625244, 0.06204172596335411, -0.21369817852973938, 0.19173961877822876, -0.13999228179454803, -0.0423307940363884, 0.17208465933799744, 1.2748063802719116, -0.16403107345104218, 0.12320291996002197, -0.10605953633785248, -0.1863030195236206, -0.07143036276102066, -0.05737590789794922, 0.29960134625434875, -0.08167485892772675, 0.05904078483581543, 0.11371327191591263, 0.06040448695421219, -0.04320143535733223, -0.30487701296806335, -0.20910874009132385, -0.29971790313720703, -0.11764811724424362, 0.4043619632720947, 0.193673774600029, 0.19972844421863556, -0.060822561383247375, -0.07226420938968658, -0.022286685183644295, 0.31447720527648926, 0.13892388343811035, -0.05147666856646538, -0.08391585946083069, 0.31591641902923584, -0.06296949833631516, -0.12916311621665955, 0.11556914448738098, 0.8411594033241272, -0.36968693137168884, -0.4632871150970459, 0.20010389387607574, -0.027288571000099182, 0.1090255081653595, -0.37093445658683777, 0.06303809583187103, 0.12736773490905762, 0.1277073472738266, 0.20608483254909515, 0.15478600561618805, 0.758723258972168, 0.31497958302497864, 0.08274181187152863, 0.04256631061434746, -0.2391355186700821, -0.1610187441110611, -0.3923778831958771, 0.02108408324420452, 0.5120494961738586, -0.3038403391838074, -0.2782740890979767, 0.0681726261973381, -0.1098528802394867, 0.31086307764053345, 0.07805988937616348, 0.40387842059135437, -0.7022313475608826, -0.36478981375694275, 0.005897624418139458, -0.021249884739518166, 0.21692124009132385, -0.2683325409889221, -0.04039684310555458, 0.2518494427204132, 0.040048837661743164, -0.12720705568790436, -0.02668328583240509, -0.0638783872127533, -0.026068881154060364, 0.3702916204929352, -0.24240508675575256, -0.16431556642055511, 0.2371920794248581, -0.052580300718545914, -0.048848241567611694, -0.039181679487228394, 0.08686035126447678, -0.49519670009613037, -0.14420931041240692, -0.33444756269454956, -0.25317734479904175, -0.1794595867395401, -0.12280435860157013, -0.19691145420074463, 1.8209806680679321, -0.28181105852127075, -0.15956056118011475, 0.22961969673633575, 0.0401255302131176, 0.2694244980812073, -0.26627641916275024, -0.10672759264707565, -0.3180285096168518, 0.2228025197982788, 0.12669587135314941, -0.0815029963850975, -0.07719430327415466, -0.10106567293405533, -0.19761162996292114, -0.09718827158212662, 0.3771135210990906, -0.1741083860397339, -0.260233074426651, 0.24818213284015656, 0.0027850577607750893, -0.20198605954647064, -0.24467667937278748, 0.3620142340660095, 0.23203806579113007, 0.19455575942993164, -0.21722155809402466, 0.1396612524986267, 0.21778424084186554, -0.19489213824272156, 0.012495212256908417, 0.012486868537962437, 0.19550363719463348, 0.08623682707548141, -0.20258909463882446, 0.07407967746257782, 0.06766380369663239, -0.2220647633075714, 0.1442091464996338, 0.03852006047964096, -0.026775414124131203, -0.20962059497833252, -0.09197636693716049, 0.19221940636634827, -0.27154454588890076, 0.3089035451412201, -0.4840475916862488, -0.36520087718963623, -0.4320736825466156, -0.17669734358787537, 0.1569785177707672, 0.06932353973388672, 0.1345137506723404, -0.04428482428193092, 0.10911516100168228, -0.09684577584266663, -0.021599464118480682, -0.36482560634613037, 0.0016348036006093025, 0.1653197854757309, 0.19297954440116882, -0.3174029588699341, -0.10252857208251953, 0.3758135437965393, 0.019921965897083282, -0.2359911948442459, 0.16643685102462769, 0.4948328733444214, 1.8517731428146362, 0.05680655688047409, 0.674953281879425, -0.34632012248039246, -0.1243293285369873, 0.0372774712741375, 0.5700469017028809, -0.15576516091823578, -0.3401612341403961, 0.19030913710594177, -0.3339606523513794, -0.21232013404369354, -0.21718144416809082, -0.2220795750617981, -0.08432925492525101, -0.26999691128730774, 0.08511291444301605, -0.2789236903190613, 0.2296476811170578, 0.44642531871795654, 0.09382962435483932, 0.6186880469322205, 0.05607510358095169, 0.3754958510398865, -0.017835404723882675, -0.07285244762897491, 0.05194282904267311, -0.14180083572864532, -0.17731885612010956, -0.34583786129951477, -0.13126271963119507, 0.04815135896205902, 0.1930655688047409, -0.12082082033157349, 0.7121647000312805, -0.39519062638282776, -0.14903144538402557, -0.03635799512267113, -0.24552814662456512, 0.21790961921215057, 0.31199735403060913, -0.11458130180835724, -0.15692372620105743, -0.021284764632582664, 0.4053204655647278, 0.037155356258153915, -0.1765357255935669, 0.08903010934591293, 0.3846931755542755, 0.023126160725951195, 0.12704922258853912, -0.15724581480026245, -0.32166534662246704, -0.15497355163097382, 0.05947912484407425, 0.4121083915233612, -0.03091680258512497, -0.17350457608699799, -0.47026291489601135, 0.568621814250946, -0.015787653625011444, -0.48492804169654846, -0.11111883819103241, -0.15526294708251953, 0.010812032967805862, -0.016712497919797897, 0.1498635709285736, -0.08456699550151825, -0.26691579818725586, 0.42039573192596436, -0.5532421469688416, -0.24212999641895294, 0.26839324831962585, 0.1268363744020462, 0.08915868401527405, -0.14531104266643524, -0.10330218076705933, -0.18268011510372162, -0.2870006263256073, -0.1590231955051422, 0.5970080494880676, -0.421949177980423, 0.21057268977165222, 2.0327470302581787, -0.05263676866889, 0.08693841844797134, 0.046813853085041046, 0.14294570684432983, -0.06131504848599434, 0.12179473042488098, 0.4274432361125946, 0.13328999280929565, 0.2036704570055008, -0.0368543416261673, 0.14239056408405304, -0.15196432173252106, 3.8718245029449463, -0.3816136121749878, 0.06969115883111954, 0.2724444568157196, 0.13475362956523895, -0.1651505082845688, 0.7020360231399536, -0.4257184565067291, 0.4245169460773468, -0.15016832947731018, -0.11599604785442352, 0.2219403088092804, 0.20766310393810272, 0.3116746246814728, -0.17166264355182648, 0.0005103833973407745, -0.11031828075647354, 0.004423092119395733, -0.10217869281768799, -0.2658940553665161, -0.19267457723617554, -0.032645195722579956, 0.08854105323553085, -0.055844441056251526, -0.2312980592250824, -0.1863328516483307, -0.11406295001506805, 0.02837138995528221, -0.022060103714466095, -0.061685431748628616, 0.09606273472309113, 0.012744917534291744, 0.4626518785953522, -0.08514044433832169, -0.09627196192741394, -0.21803024411201477, -0.03003813326358795, -0.039057619869709015, 0.39597609639167786, -0.1889658272266388, -0.02691221423447132, 0.01860496588051319, -0.019633371382951736, 0.15347516536712646, 0.047080036252737045, -0.1377175748348236, 0.1258743405342102, -0.2670500874519348, 0.13319826126098633, -0.08919060975313187, 0.3479428291320801, 0.016446702182292938, -0.027910709381103516, -0.10861435532569885, -0.18710294365882874, -0.11074074357748032, 0.14742110669612885, -0.063498355448246, 0.13809221982955933, -0.1362224519252777, 0.2838062644004822, 0.13961365818977356, -0.20554646849632263, -0.12082158774137497, -0.0385262630879879, 0.011399798095226288, 0.05826649069786072, 0.5821954607963562, -0.1254132091999054, 0.04998016729950905, 0.181335911154747, -0.033620335161685944, -0.09751296043395996, -0.0689556896686554, 0.010180572047829628, -0.18862903118133545, 0.04246525093913078, -0.02787507325410843, 0.22069913148880005, -0.052019719034433365, 0.027428239583969116, -0.040435828268527985, 0.0020582303404808044, -0.4046977460384369, -0.20192402601242065, -0.00042697787284851074, -0.060834214091300964, 0.1281413584947586, -0.10672104358673096, -0.13320472836494446, 0.22466924786567688, 0.07495048642158508], [0.363039493560791, 0.06270845234394073, -0.4517208933830261, -0.09807906299829483, 0.10223278403282166, 0.419094979763031, -0.7057058215141296, -0.37698838114738464, -0.2716706395149231, -0.29210254549980164, 0.7728171348571777, -0.03269003704190254, -0.23960481584072113, -0.6642428040504456, -0.15041300654411316, -0.2400234192609787, -0.020161215215921402, -0.4898574948310852, -0.27444517612457275, -0.29739728569984436, 0.0109328031539917, 1.1294819116592407, -0.6222079396247864, -0.4523089826107025, -0.5031833052635193, -0.15455268323421478, 0.6230993866920471, -0.05695198476314545, 0.137313574552536, 0.4807991087436676, -0.46763524413108826, 0.006311649456620216, 0.45398253202438354, 0.1447487771511078, -0.20346106588840485, -0.06639440357685089, 0.07531826198101044, -0.4600318372249603, 0.3504308760166168, -0.2567117214202881, -0.12513253092765808, 0.2550613284111023, -0.09371267259120941, 0.39141568541526794, 0.04427199438214302, -0.1451835036277771, -0.3917156159877777, 0.3764696419239044, -0.23085857927799225, -0.5151258111000061, -0.56430584192276, 0.11960063129663467, 0.04497150704264641, -0.37543153762817383, -0.38922005891799927, -0.6554087400436401, -0.5621569156646729, -0.32787269353866577, -0.4812021553516388, 0.5929754972457886, -0.5267664790153503, -0.4718931317329407, -0.13425186276435852, 0.024585969746112823, 0.3284904360771179, 0.06917358934879303, 0.06355239450931549, -0.7305713295936584, 0.2777485251426697, -0.04738788306713104, 0.12966033816337585, -0.03768148273229599, -0.027935989201068878, 1.0955612659454346, -0.6405476927757263, -0.30649882555007935, -0.40325844287872314, -0.5593702793121338, 0.4534115791320801, -0.35980403423309326, 0.911013126373291, -0.21669477224349976, -0.11874237656593323, 0.4113256633281708, -0.471537321805954, -0.6030804514884949, 0.015367362648248672, -0.32022368907928467, -0.166824609041214, -0.21440011262893677, -0.28421562910079956, 0.21900348365306854, 0.47139328718185425, 0.1502019464969635, -0.38252606987953186, 0.9489933848381042, -0.2767973840236664, -0.42796826362609863, 0.4216976463794708, 0.12469540536403656, -0.13568919897079468, 0.016888637095689774, -0.2198844701051712, 0.46778011322021484, -0.3011128604412079, -0.5920113921165466, -0.17488303780555725, -0.143022820353508, -0.20037344098091125, -0.052739135921001434, -0.08115264773368835, 0.03951384872198105, -0.5863438844680786, -0.02007306180894375, -0.3447604775428772, -0.3236505687236786, -0.040166471153497696, 0.17082662880420685, -0.09479174017906189, -0.36943042278289795, -0.13458742201328278, -0.260556161403656, 0.10007360577583313, -0.5430262088775635, -0.2903948426246643, -0.2924112379550934, 0.6060532331466675, -0.40460532903671265, 0.8187928199768066, -0.11994761973619461, -0.1646663248538971, -0.4609939754009247, -0.13073955476284027, -0.286751389503479, -0.3404342532157898, 0.20960326492786407, -0.01935116946697235, -0.5305444002151489, -0.49660947918891907, -0.17814134061336517, -0.07957366108894348, -0.4082508087158203, -0.04316752776503563, -0.12367420643568039, -0.01674465462565422, -0.03556224703788757, 0.5273674130439758, 0.07699117064476013, 0.0022912975400686264, 0.5570154786109924, 0.23277993500232697, -0.011866031214594841, -0.08614186942577362, -0.0591156929731369, -0.001511676236987114, 0.09834104031324387, -0.13572613894939423, -0.03099697083234787, -0.271800696849823, -0.01179203949868679, -0.04864634573459625, 0.24910511076450348, 0.026976626366376877, 0.09913283586502075, -0.30363932251930237, 0.01307646557688713, -0.2275824099779129, 0.06501699984073639, 0.014377988874912262, 0.015231695026159286, 0.09570087492465973, -0.20947636663913727, -0.0489419549703598, 0.03396857529878616, 0.07095476984977722, 0.21697676181793213, -0.2831144332885742, 0.3238956332206726, 0.13970305025577545, -0.00405320106074214, -0.0587228462100029, 0.17153805494308472, 0.3902927339076996, 0.13398773968219757, 0.2155287265777588, 0.2815987467765808, 0.13565365970134735, 0.019979411736130714, 0.12849238514900208, 0.016690494492650032, 0.2428164780139923, 0.01995350420475006, 0.19206874072551727, -0.04128269478678703, 0.31915202736854553, -0.0004914887249469757, -0.19524742662906647, -0.001184903085231781, -0.0026190467178821564, 0.1922820806503296, -0.008872500620782375, -0.23996157944202423, 0.0006756745278835297, 0.08366909623146057, 0.05214766040444374, -0.1293712556362152, 0.21372689306735992, 0.005556242540478706, 0.06560348719358444, 0.06044091284275055, 0.059237319976091385, 0.016428882256150246, 0.09253629297018051, -0.14466018974781036, 0.0634959414601326, -0.1940268576145172, 0.17631593346595764, -0.013818800449371338, -0.09501633048057556, -0.11266526579856873, 0.19513216614723206, 0.14439678192138672, 0.2598359286785126, -0.1601247489452362, -0.25447240471839905, -0.031027138233184814, 0.21199072897434235, 0.38855862617492676, 0.3427466154098511, 0.08097320795059204, -0.01943286508321762, -0.022384054958820343, -0.039017241448163986, -0.2941421568393707, 0.005517907440662384, 0.20320624113082886, 0.00141818355768919, -0.1238023042678833, -0.047536253929138184, -0.07782664895057678, -0.09018296003341675, -0.09380453824996948, -0.28990304470062256, -0.11087602376937866, -0.12111737579107285, -0.012271903455257416, -0.05615188926458359, -0.14636453986167908, -0.0011595189571380615, -0.38734984397888184, 0.018809746950864792, -0.17238478362560272, 0.08450940996408463, 0.04086003080010414, -0.04391000047326088, -0.15897440910339355, -0.055599506944417953, 0.08380896598100662, -0.14186587929725647, 0.03456283360719681, -0.09646277129650116, -0.26285266876220703, -0.20408624410629272, -0.23528854548931122, -0.05950534716248512, -0.2641523778438568, 0.06469786167144775, -0.023471849039196968, 0.10000327974557877, -0.07388002425432205, 0.0700235366821289, -0.2964252233505249, -0.16764666140079498, 0.08763701468706131, 0.23459143936634064, -0.14848865568637848, -0.004647522233426571, 0.20036859810352325, -0.025211554020643234, 0.25076666474342346, -0.1345575898885727, -0.0868711769580841, -0.32318592071533203, -0.08388324081897736, -0.09111614525318146, -0.09492902457714081, 0.3264162540435791, -0.235050767660141, -0.1712583601474762, -0.040950555354356766, -0.027035603299736977, 0.0435572974383831, 0.06964926421642303, -0.16435715556144714, 0.11680655181407928, -0.1264256089925766, -0.04542858898639679, -0.308687686920166, -0.0516105480492115, -0.09257123619318008, -0.17887981235980988, -0.18380960822105408, 0.625572681427002, 0.17185811698436737, -0.5799890756607056, -0.7651177048683167, -0.20396459102630615, -0.2986697554588318, -0.3048441410064697, -0.2599817216396332, -0.09235364198684692, -0.12521162629127502, -0.1913727968931198, 0.03352220728993416, -0.04131718724966049, -0.005175590515136719, -0.2622818052768707, -0.12823233008384705, 0.44337478280067444, 0.013361617922782898, 0.12005715072154999, -0.3458908796310425, 0.13266725838184357, -0.06658002734184265, -0.12111224979162216, -0.017042644321918488, 0.06312524527311325, -0.38733604550361633, -0.35995781421661377, -0.4004766345024109, -0.003038344904780388, 0.37906599044799805, 0.039498284459114075, -0.11102262139320374, 0.026190267875790596, 0.5446149706840515, -0.30979400873184204, 0.6162513494491577, -0.22240599989891052, 0.09999512881040573, -0.40059125423431396, 0.4412686228752136, 0.10691143572330475, -0.26747825741767883, -0.20188499987125397, 0.23692166805267334, -0.6374109983444214, -0.18060709536075592, -0.7469295859336853, 0.31421178579330444, 0.15607355535030365, 0.3504011631011963, -0.2524351179599762, 0.16182003915309906, -0.12609024345874786, -0.032435912638902664, 0.21912889182567596, 0.7219667434692383, 0.3018685579299927, 0.3756626844406128, -0.021452685818076134, 0.24314762651920319, -0.23692917823791504, 0.04028413072228432, 0.31393176317214966, -0.21920283138751984, -0.16879704594612122, -0.06440050899982452, 1.4900838136672974, -0.5739567279815674, -0.22955827414989471, 0.566709041595459, -0.11842745542526245, -0.3143666088581085, 0.336828351020813, -0.28458651900291443, 0.07862195372581482, 0.19533473253250122, -0.12790460884571075, -0.34254804253578186, 0.49517521262168884, 0.2776704430580139, -0.0789726972579956, 0.07884481549263, 0.16958104074001312, -0.1283804327249527, 0.07644890248775482, 0.2803928554058075, 0.08782894909381866, 0.32297196984291077, -0.01664932817220688, -0.24725791811943054, 0.5141320824623108, -0.09600099176168442, 0.03930066525936127, 0.20519664883613586, -0.2970627546310425, -0.48284903168678284, -0.37077414989471436, -0.02297561801970005, 0.0199744813144207, -0.25256019830703735, -0.05052066221833229, 0.7506267428398132, 7.249194145202637, 3.223228931427002, 0.24074511229991913, 0.4146595895290375, -0.03207406401634216, -0.009796150028705597, -0.23281030356884003, -0.0657874345779419, -0.24053457379341125, 0.11011352390050888, -0.07470135390758514, -0.2685356140136719, 0.31382784247398376, 0.10387375205755234, 0.23830556869506836, 0.29044318199157715, -0.19243796169757843, -0.20794163644313812, 0.19015829265117645, -0.11435458809137344, -0.06345058977603912, -0.17660509049892426, 0.2498777210712433, 0.31800204515457153, -0.3688652813434601, -0.1689404994249344, -0.10427262634038925, -0.16338127851486206, 0.06431932002305984, 0.041444651782512665, -0.05113963782787323, -0.1204921156167984, 0.2471354603767395, -0.22635212540626526, 0.10656296461820602, -0.204340860247612, 0.10130205750465393, -0.05413029342889786, -0.12738990783691406, -0.08917562663555145, -0.36401525139808655, -0.2604239583015442, 0.15256716310977936, -0.10718314349651337, -0.08551982790231705, 0.09875766187906265, 0.028638217598199844, 0.15259720385074615, -0.25215262174606323, 0.10051541030406952, -0.08510875701904297, -0.038519084453582764, 0.07933580875396729, 0.004875418730080128, -0.20297905802726746, -0.01895211637020111, -0.8766778111457825, -0.014040907844901085, 0.26418548822402954, -0.05241527408361435, 0.0674009770154953, 0.03873852267861366, 0.11510976403951645, -0.037311751395463943, -0.2618291974067688, -0.1105697974562645, 0.20188471674919128, -0.2685251533985138, -0.18777374923229218, 0.4233253300189972, 0.03564957529306412, -0.19910100102424622, -0.23014919459819794, 0.26407334208488464, 0.45647549629211426, -0.2899463474750519, -0.025491885840892792, -0.19270513951778412, -0.21665973961353302, -0.3423474133014679, -0.16761092841625214, -0.16758058965206146, -0.07239095866680145, -0.06698968261480331, 0.14037834107875824, -0.6446832418441772, 0.10549536347389221, 0.028674643486738205, -0.11594124883413315, 0.23390880227088928, 0.27553093433380127, 0.04710929095745087, 0.0206744447350502, -0.2798987627029419, -0.5178406834602356, 0.25557568669319153, -0.03666765242815018, 0.0366894006729126, -0.08035275340080261, 0.5021518468856812, -0.3760376274585724, -0.06483735144138336, -0.11365588754415512, 0.19644108414649963, -0.05989057943224907, -0.2852059602737427, -0.33297595381736755, 0.12379496544599533, 0.9957375526428223, -0.20358635485172272, 0.22803476452827454, 0.08799730241298676, 0.10363923013210297, -0.3708381652832031, -0.3732549250125885, -0.28482627868652344, 0.01780891604721546, -0.2861696779727936, 0.16497373580932617, -0.12359802424907684, 0.208676278591156, -0.03110882267355919, -0.047536786645650864, -0.09506475925445557, -0.2889178991317749, 0.14495083689689636, 0.2090519815683365, -0.12775422632694244, 0.0950104370713234, -0.2624216079711914, 0.17548856139183044, 0.13335968554019928, -0.5627331733703613, 0.010417923331260681, -0.021348129957914352, -0.043492209166288376, 0.10855918377637863, -0.3065395951271057, -0.06952227652072906, -0.21374958753585815, -0.43907830119132996, -0.19481074810028076, 0.07689449191093445, -0.16153082251548767, 0.13710325956344604, -0.04897288978099823, -0.24839529395103455, 0.0629420131444931, -0.005086170509457588, 0.10514803975820541, 0.03848377242684364, -0.032470352947711945, -0.15032006800174713, 0.07361315190792084, -0.15253353118896484, 0.27655377984046936, -0.1295585185289383, 0.5361490845680237, -0.3036896884441376, 0.021920878440141678, -0.020778268575668335, -0.26042672991752625, -0.10922011733055115, 0.14247074723243713, -0.145122691988945, -0.15245097875595093, -0.1729596108198166, -0.2856105864048004, -0.31660163402557373, -0.16557276248931885, 0.3675670325756073, -0.1979454755783081, 0.12971121072769165, 0.20746153593063354, -0.18685317039489746, -0.13579928874969482, -0.3494170606136322, -0.05146137252449989, -0.34267985820770264, 0.6184184551239014, 0.23703238368034363, 0.2303124964237213, -0.039326898753643036, 0.7050156593322754, 0.23838204145431519, 0.15739499032497406, -0.24733294546604156, 0.2339312732219696, -0.14033007621765137, 0.26571762561798096, 0.016481585800647736, -0.3858325779438019, -0.03138497471809387, -0.17063523828983307, -0.049394018948078156, -0.07661762833595276, 0.44655299186706543, -0.06278493255376816, -0.20680147409439087, -0.1943725347518921, 0.3031465709209442, -0.30193570256233215, -0.07155352085828781, 0.03304342180490494, -0.11551658809185028, -0.24809999763965607, -0.011387180536985397, -0.4303956627845764, 0.05176059529185295, -0.03342605009675026, -0.26462996006011963, 0.10462776571512222, -0.24672485888004303, -0.15579956769943237, -0.30317920446395874, -0.36971068382263184, 0.8709858059883118, -0.3104693293571472, -0.030105553567409515, 1.0473142862319946, -0.22396177053451538, -0.2958582639694214, 0.23882804811000824, -0.1586594134569168, 0.32919853925704956, 0.1874275505542755, -0.12094436585903168, 0.3336377739906311, 0.025923723354935646, 1.4692845344543457, -0.32326945662498474, 0.23412984609603882, -0.12174279987812042, -0.11727961152791977, 0.3225685656070709, -0.0024327500723302364, -0.19652335345745087, 0.05839654803276062, -0.12998409569263458, -0.45358818769454956, 0.21004340052604675, -0.2933795750141144, -0.11986639350652695, -0.04000093415379524, 0.26550835371017456, -0.2657037377357483, -0.025500323623418808, 0.28255629539489746, -0.3144431412220001, 0.12873224914073944, -0.182732492685318, 0.013686828315258026, 0.031241819262504578, 1.7998660802841187, -0.2853199541568756, 0.09355903416872025, 0.16905072331428528, -0.15604659914970398, 0.11756943166255951, 0.10534562170505524, 0.16324886679649353, 0.14269402623176575, 0.2415795624256134, 0.0383184440433979, 0.01735709235072136, -0.10722524672746658, -0.1552758514881134, -0.26986318826675415, -0.27127605676651, -0.049371883273124695, 0.4887205958366394, 0.39399442076683044, 0.013623656705021858, -0.30844905972480774, -0.01965068280696869, -0.23196101188659668, 0.15021148324012756, 0.8006662130355835, -0.2646366357803345, -0.10254205763339996, 0.24579502642154694, -0.055118873715400696, -0.028031596913933754, 0.07693935930728912, 0.5110482573509216, -0.3934426009654999, -0.29938557744026184, 0.14733335375785828, 0.02284425124526024, -0.0014967136085033417, -0.2164612114429474, 0.20999401807785034, -0.30232933163642883, -0.008510137908160686, -0.3579642176628113, 0.06455638259649277, 0.3222176134586334, 0.15269187092781067, 0.07379941642284393, -0.09522028267383575, -0.3015279471874237, 0.015515260398387909, -0.1651628017425537, -0.07015420496463776, 0.3035431504249573, -0.36624521017074585, -0.08072395622730255, -0.014216059818863869, -0.22627216577529907, 0.2632311284542084, -0.019989553838968277, 0.040359869599342346, -0.5843977332115173, -0.21076993644237518, 0.042855944484472275, 0.13325710594654083, 0.2497885376214981, -0.15029378235340118, 0.08795026689767838, 0.3811000883579254, 0.11286234855651855, -0.3711341321468353, 0.039194073528051376, 0.0747871845960617, 0.06824729591608047, 0.20861706137657166, -0.08258368074893951, -0.07316434383392334, 0.29340898990631104, -0.12532460689544678, 0.013078810647130013, -0.2387963980436325, 0.0506405383348465, -0.5553249716758728, -0.10016138851642609, -0.2249094694852829, -0.12458764016628265, -0.1415305882692337, 0.04859428480267525, -0.07467719167470932, 2.3619675636291504, -0.060620080679655075, 0.08664927631616592, 0.09868176281452179, -0.11055843532085419, 0.20033778250217438, -0.1837276816368103, 0.001976447179913521, -0.22790579497814178, 0.2926850914955139, -0.14201569557189941, -0.2098013460636139, -0.019735315814614296, -0.06374360620975494, -0.09737823903560638, -0.04591883718967438, 0.0918726772069931, -0.08543677628040314, -0.061122819781303406, 0.4571763277053833, 0.022172121331095695, 0.19184072315692902, -0.33776000142097473, 0.5854126811027527, 0.09338278323411942, 0.048060864210128784, -0.17289340496063232, 0.0683983862400055, 0.4216957688331604, -0.06113561615347862, 0.1226586103439331, -0.06497962772846222, 0.10504201054573059, -0.010391319170594215, 0.016137247905135155, -0.048135578632354736, -0.11707660555839539, -0.14254814386367798, 0.2911073565483093, 0.17214152216911316, 0.2073640376329422, -0.20277619361877441, -0.15812689065933228, -0.019402623176574707, -0.1538475900888443, 0.17576941847801208, -0.3620154559612274, -0.41400399804115295, -0.041499920189380646, -0.07350422441959381, 0.13517530262470245, 0.1444149762392044, 0.10029236972332001, -0.04992815852165222, 0.2400149703025818, -0.13403001427650452, 0.03097803145647049, -0.20189180970191956, -0.10817709565162659, 0.15672199428081512, 0.18679791688919067, -0.05250176414847374, -0.07870391756296158, 0.7249208092689514, -0.038402870297431946, -0.3174302279949188, 0.2280900627374649, 0.3772609531879425, 2.390251874923706, 0.10978162288665771, 0.7051113843917847, -0.4604938328266144, -0.28577372431755066, 0.09579887986183167, 0.13564248383045197, -0.21955889463424683, -0.4268343150615692, 0.3453746736049652, -0.3314223885536194, 0.07889041304588318, -0.42826926708221436, -0.20939931273460388, -0.189285546541214, -0.020845234394073486, -0.0028437990695238113, -0.3477632403373718, 0.4445638358592987, 0.40492379665374756, -0.2783338725566864, 0.19241400063037872, 0.1786169707775116, 0.13765063881874084, 0.044760797172784805, -0.39723485708236694, 0.4096423387527466, -0.25678449869155884, 0.01664315164089203, -0.14948640763759613, 0.003066886216402054, -0.14292342960834503, 0.19347654283046722, -0.25654613971710205, 0.3692152500152588, -0.2698415219783783, -0.003821391612291336, 0.05607664957642555, -0.18670478463172913, 0.1462363451719284, 0.23737409710884094, -0.15817581117153168, 0.17649421095848083, -0.047489993274211884, 0.5668267011642456, -0.0561339370906353, -0.27054673433303833, 0.22843223810195923, 0.6560606956481934, 0.14741183817386627, 0.11970698088407516, -0.10987889021635056, -0.10874298214912415, -0.11015214025974274, 0.012457125820219517, 0.48682644963264465, -0.21131651103496552, -0.24089543521404266, -0.42995595932006836, 0.4871410131454468, -0.08137600123882294, -0.4964912235736847, -0.09003220498561859, -0.14858563244342804, 0.09129767119884491, 0.2378927320241928, 0.046950813382864, -0.22114436328411102, -0.17927499115467072, 0.1978457123041153, -0.4352198541164398, -0.43153324723243713, 0.1868468075990677, 0.13458576798439026, 0.06452374160289764, -0.07899393141269684, -0.28793251514434814, -0.24004027247428894, -0.28409650921821594, -0.17593643069267273, 0.19306598603725433, -0.3405519127845764, 0.24017883837223053, 1.988502860069275, -0.2880187928676605, 0.054355375468730927, -0.18103241920471191, 0.05227141082286835, 0.16148784756660461, 0.08103010058403015, 0.914679229259491, -0.08157487213611603, 0.12413489073514938, 0.21687014400959015, -0.06084137409925461, 0.010645801201462746, 3.4000937938690186, -0.3582373857498169, -0.019582781940698624, 0.25371459126472473, 0.5154287219047546, -0.4166155159473419, 0.5997200012207031, -0.12491494417190552, -0.026865622028708458, -0.31502050161361694, -0.11875724792480469, 0.5375961661338806, 0.09160598367452621, 0.36942991614341736, -0.2236117571592331, -0.12022516131401062, -0.11057684570550919, 0.0920872837305069, -0.18785342574119568, -0.12134021520614624, -0.2666325271129608, -0.11290521919727325, 0.17124120891094208, -0.13493900001049042, -0.2554784417152405, -0.16089920699596405, -0.09465021640062332, 0.0666101798415184, -0.0016068927943706512, -0.13585855066776276, 0.18745121359825134, 0.13395263254642487, 0.7898864150047302, 0.020375695079565048, -0.053146619349718094, -0.20854789018630981, -0.08453791588544846, -0.07420411705970764, 0.2535840570926666, -0.45439282059669495, 0.08197258412837982, 0.020693084225058556, -0.014526765793561935, 0.19243046641349792, 0.039558351039886475, -0.2207985818386078, 0.14789602160453796, -0.2836315333843231, 0.20198184251785278, -0.13769106566905975, -0.11228764057159424, 0.06794559955596924, -0.319568932056427, -0.12358109652996063, -0.31527289748191833, -0.21743470430374146, 0.11432008445262909, -0.078770712018013, 0.10874400287866592, -0.14708967506885529, 0.06404859572649002, 0.23965701460838318, -0.172054722905159, -0.24066750705242157, -0.08448532968759537, -0.20500636100769043, 0.0998813807964325, 0.5271273851394653, 0.16634322702884674, 0.20504078269004822, 0.1587708741426468, -0.046965308487415314, -0.17071376740932465, -0.08871985226869583, -0.1843375712633133, -0.4319794774055481, -0.032437458634376526, 0.04463467374444008, 0.26547709107398987, 0.010767556726932526, -0.04824797064065933, -0.02287905663251877, -0.15833373367786407, -0.5117888450622559, -0.37824496626853943, -0.04061693698167801, 0.09539934247732162, 0.20067690312862396, -0.23299865424633026, -0.1266327053308487, 0.20892952382564545, -0.12871119379997253], [0.5042533874511719, 0.18129940330982208, -0.36750444769859314, 0.002464127726852894, -0.06885965168476105, 0.19801665842533112, -0.46237581968307495, -0.2987535893917084, -0.2738102674484253, -0.32164859771728516, 0.44610336422920227, -0.023959901183843613, -0.09612118452787399, -0.5315326452255249, -0.09088324755430222, -0.17085745930671692, 0.04645497724413872, -0.31858840584754944, -0.5159636735916138, -0.0801582783460617, 0.019022174179553986, 0.6097086668014526, -0.5836225748062134, -0.4132632613182068, -0.4524919092655182, -0.0050055827014148235, 0.6269056797027588, 0.003822730854153633, 0.2096550166606903, 0.2932422161102295, -0.24714985489845276, 0.16830414533615112, 0.45367294549942017, -0.0502808578312397, -0.23504838347434998, 0.010896086692810059, 0.11359374225139618, -0.3798719644546509, 0.42099595069885254, -0.08470866084098816, -0.020429197698831558, 0.27329856157302856, -0.06677751243114471, 0.34765541553497314, 0.12892083823680878, -0.03637275844812393, -0.21877482533454895, 0.2269531488418579, -0.2092142254114151, -0.47840002179145813, -0.25380510091781616, -0.016500845551490784, 0.1399652361869812, -0.22669820487499237, -0.1363701969385147, -0.35550421476364136, -0.46753227710723877, -0.20985622704029083, -0.21466830372810364, 0.6777186989784241, -0.34231704473495483, -0.43664810061454773, -0.119219109416008, -0.030458742752671242, 0.41302862763404846, 0.08988399803638458, 0.1803743541240692, -0.6243066787719727, 0.42853808403015137, -0.1749221235513687, 0.11497757583856583, -0.03919433802366257, 0.03883006423711777, 1.0359609127044678, -0.30919507145881653, -0.0925750881433487, -0.2606074810028076, -0.43612682819366455, 0.4266594350337982, -0.22180677950382233, 0.691063642501831, -0.13143353164196014, -0.145651713013649, 0.16300590336322784, -0.36073243618011475, -0.5762237906455994, -0.04493595287203789, -0.21753372251987457, -0.043114256113767624, -0.19508305191993713, -0.10538873076438904, 0.050967033952474594, 0.6343626976013184, -0.1807766705751419, -0.13426485657691956, 0.43239152431488037, -0.24090324342250824, -0.18101860582828522, 0.2583753764629364, 0.12523174285888672, 0.08456218242645264, 0.0755968987941742, -0.12420022487640381, 0.550858736038208, -0.28575780987739563, -0.40568220615386963, -0.15906187891960144, 0.019253751263022423, 0.1041644737124443, -0.05040751025080681, -0.07684451341629028, 0.13465653359889984, -0.5265206694602966, 0.11309915035963058, -0.19794127345085144, -0.34351643919944763, -0.02146485075354576, 0.13052822649478912, -0.21405810117721558, -0.31749987602233887, -0.10016737133264542, -0.10951197147369385, 0.035400841385126114, -0.4512639343738556, -0.3831595778465271, -0.15789827704429626, 0.5219261050224304, -0.3865005075931549, 0.38517212867736816, -0.1005030944943428, -0.1235087513923645, -0.26186057925224304, -0.12266397476196289, -0.2985188364982605, -0.23623333871364594, 0.3493190407752991, 0.05781041830778122, -0.18506047129631042, -0.48169732093811035, -0.269442617893219, -0.27209189534187317, -0.28947460651397705, 0.06755950301885605, -0.3682735562324524, -0.1585683822631836, -0.019560571759939194, 0.07285279035568237, -0.05509860813617706, -0.12015943229198456, 0.4906458258628845, 0.06721823662519455, -0.018249940127134323, 0.005548806861042976, -0.060421183705329895, 0.042038507759571075, 0.22384966909885406, -0.11378636956214905, -0.0022592078894376755, -0.24887487292289734, -0.13152040541172028, -0.21365338563919067, 0.23364600539207458, -0.07734501361846924, -0.08847358822822571, -0.3226771354675293, -0.053491171449422836, -0.3741393983364105, 0.10832387208938599, -0.1339060515165329, -0.15871694684028625, -0.1957499384880066, -0.23283053934574127, 0.026215169578790665, -0.008945204317569733, 0.1863718330860138, 0.05510615557432175, -0.36252957582473755, 0.10195118188858032, -0.055122554302215576, 0.00535200908780098, -0.10957634449005127, 0.03864616900682449, 0.32687053084373474, 0.1430489420890808, 0.1498529613018036, 0.2869061529636383, -0.049138039350509644, -0.03364230692386627, 0.08612722158432007, -0.040210966020822525, 0.20324000716209412, -0.08090487122535706, -0.0759420245885849, -0.06619187444448471, 0.24805550277233124, 0.0032006241381168365, -0.15621763467788696, -0.0878521203994751, 0.005857294425368309, 0.03074546530842781, -0.16271743178367615, -0.2120520919561386, -0.11488600820302963, -0.17086660861968994, -0.16120299696922302, -0.05499649420380592, 0.1361904889345169, 0.034747473895549774, -0.06500080972909927, -0.07183893024921417, 0.017032092437148094, 0.044568225741386414, 0.10917390137910843, -0.384392648935318, -0.06488991528749466, -0.11345452815294266, 0.2429395616054535, 0.13577072322368622, -0.17585192620754242, -0.09713463485240936, 0.2336750030517578, 0.12645651400089264, 0.1463605761528015, -0.028081722557544708, -0.2166319042444229, -0.1355476826429367, -0.009790634736418724, -0.07828010618686676, 0.11413176357746124, -0.014762438833713531, 0.13098223507404327, 0.03280766308307648, -0.1730629950761795, -0.2990923821926117, 0.12734845280647278, -0.025126298889517784, 0.03536565601825714, -0.018482288345694542, -0.26218295097351074, -0.02527180314064026, -0.13196516036987305, 0.11067836731672287, -0.23299187421798706, -0.23281645774841309, -0.05782318115234375, -0.034363001585006714, -0.20996154844760895, -0.21220555901527405, 0.012943767011165619, -0.15757811069488525, 0.011439576745033264, -0.20819789171218872, -0.09677577763795853, 0.2320670187473297, 0.10289257764816284, -0.2723432779312134, -0.17405062913894653, -0.0306929312646389, -0.042342498898506165, -0.019361600279808044, -0.15592239797115326, -0.28314438462257385, -0.24990184605121613, -0.18717226386070251, -0.14408716559410095, 0.00444403663277626, -0.01928730495274067, -0.03461791202425957, 0.09417898207902908, -0.038835663348436356, 0.06395602226257324, -0.13226833939552307, -0.2021424025297165, -0.07031483948230743, 0.2834135890007019, -0.16876551508903503, 0.1196957603096962, -0.049839168787002563, 0.05380586162209511, 0.3970322906970978, -0.18509307503700256, -0.09545494616031647, -0.18511852622032166, 0.02379707247018814, -0.10621137917041779, -0.1318037211894989, 0.3309163749217987, 0.024518568068742752, -0.060392849147319794, 0.02150299772620201, 0.05014816299080849, 0.018640048801898956, 0.038085684180259705, -0.09775052964687347, 0.10347868502140045, -0.14637696743011475, 0.1210668683052063, -0.3235533535480499, -0.10881829261779785, 0.061103761196136475, -0.01641470193862915, -0.018005408346652985, 0.42832934856414795, 0.3796406686306, -0.235653817653656, -0.43744438886642456, -0.07502540946006775, -0.03528447076678276, -0.12012811750173569, -0.1570708453655243, 0.19216252863407135, 0.003601381555199623, -0.11238636821508408, -0.05810363218188286, -0.10795622318983078, 0.09889042377471924, -0.08700481057167053, -0.06115303933620453, 0.4167094826698303, 0.15397337079048157, 0.18124032020568848, -0.25450006127357483, 0.1549856960773468, 0.03923424705862999, 0.0869632363319397, 0.12058889120817184, 0.24779246747493744, -0.28032004833221436, -0.29176750779151917, -0.32854601740837097, 0.08336308598518372, 0.3273364007472992, -0.04346131533384323, 0.06603163480758667, 0.03316965699195862, 0.4191126525402069, -0.3053656220436096, 0.47744643688201904, -0.008382592350244522, 0.050485655665397644, -0.20812176167964935, 0.28244197368621826, -0.06323973834514618, -0.157864049077034, -0.18494437634944916, 0.08067743480205536, -0.6707102060317993, -0.2232043743133545, -0.6660696864128113, 0.09046778082847595, 0.16468767821788788, 0.20991021394729614, -0.1858283281326294, 0.23424026370048523, -0.19868499040603638, -0.16304248571395874, 0.10681597888469696, 0.5702980160713196, 0.16302064061164856, 0.06539738178253174, 0.16228744387626648, 0.24703338742256165, -0.010027016513049603, 0.025600790977478027, 0.08139046281576157, -0.1366807520389557, -0.012502438388764858, -0.07356292009353638, 1.425141453742981, -0.6171842217445374, -0.14694245159626007, 0.5437177419662476, -0.1252061426639557, -0.18182028830051422, 0.34568119049072266, -0.19851253926753998, 0.0022157300263643265, 0.22641675174236298, -0.08295013010501862, -0.20799264311790466, 0.5243147611618042, 0.10975755751132965, -0.03941605985164642, 0.21283848583698273, 0.07215888798236847, -0.11648507416248322, 0.09829778969287872, 0.17980332672595978, -0.05662913620471954, 0.3800294101238251, -0.1410473883152008, -0.03791191428899765, 0.49017977714538574, 0.24457389116287231, 0.08894826471805573, 0.25410833954811096, -0.15196041762828827, -0.24342794716358185, -0.17712919414043427, 0.05138929933309555, 0.004303768277168274, -0.22924749553203583, 0.16339413821697235, 0.686057448387146, 7.047082424163818, 2.7915754318237305, 0.06250762194395065, 0.46826469898223877, -0.19559307396411896, 0.05936146527528763, -0.30542969703674316, -0.06600698828697205, -0.12780830264091492, -0.0419289693236351, -0.1431487798690796, -0.21691609919071198, 0.29090577363967896, 0.49337220191955566, 0.2516368329524994, 0.25708794593811035, -0.08993415534496307, -0.2486579865217209, 0.12010280787944794, -0.10757697373628616, -0.30560582876205444, -0.23765744268894196, 0.45865345001220703, 0.3485319912433624, -0.4987650513648987, -0.03736410290002823, -0.1060333400964737, -0.03315667435526848, 0.0230318121612072, 0.07995080202817917, -0.03855670988559723, -0.17525240778923035, 0.373220831155777, -0.16557006537914276, 0.17018620669841766, -0.17234109342098236, 0.06088034808635712, -0.020412638783454895, -0.10838047415018082, -0.03217912092804909, -0.15507885813713074, -0.19270716607570648, -0.06675170361995697, -0.0752088874578476, -0.0056479619815945625, 0.3304998278617859, 0.27574124932289124, 0.02895606867969036, -0.2509536147117615, -0.009463123977184296, -0.2504284381866455, -0.025389162823557854, 0.08467599749565125, -0.029341809451580048, -0.22613008320331573, 0.009680092334747314, -0.702957808971405, -0.012341354042291641, 0.09864214807748795, -0.028321895748376846, -0.009323691949248314, 0.03488476574420929, 0.18775996565818787, -0.18477463722229004, -0.5337139368057251, -0.04953030124306679, 0.19013994932174683, -0.47725358605384827, 0.05121798440814018, 0.4190939962863922, 0.17035755515098572, -0.23266851902008057, -0.15150399506092072, -0.049913275986909866, 0.3588336110115051, -0.02021040953695774, 0.01456601545214653, -0.1387680023908615, -0.2494724541902542, 0.1020798310637474, -0.022183027118444443, -0.23887372016906738, -0.13145259022712708, -0.07199495285749435, 0.08152244985103607, -0.673214316368103, 0.2868898808956146, -0.24654987454414368, -0.03974922001361847, 0.2240060567855835, 0.2834492027759552, -0.01034010574221611, 0.04418511688709259, -0.15022516250610352, -0.45313596725463867, 0.07795301079750061, -0.049470871686935425, 0.02344772219657898, -0.12430523335933685, 0.4084521532058716, -0.08297470211982727, -0.05610707402229309, -0.17200703918933868, 0.05579909682273865, -0.12370549142360687, -0.24931035935878754, -0.1264766901731491, 0.23615619540214539, 0.4274889826774597, -0.06018080562353134, 0.151564359664917, -0.11519898474216461, 0.034150030463933945, -0.014513516798615456, -0.35027840733528137, -0.3336004614830017, 0.10930325835943222, -0.15849196910858154, 0.013956818729639053, -0.10303723812103271, 0.22484087944030762, 0.08428661525249481, 0.09825485199689865, -0.10378137975931168, -0.10966972261667252, 0.08919566869735718, 0.20188306272029877, -0.07864068448543549, -0.11185373365879059, -0.220163956284523, 0.16465705633163452, -0.014730444177985191, -0.4735390841960907, 0.023654934018850327, -0.28303906321525574, -0.21437738835811615, 0.027918841689825058, -0.25075119733810425, -0.16299933195114136, -0.10659004002809525, -0.3980056047439575, -0.3975948691368103, 0.01829810068011284, -0.3309916853904724, -0.06978429853916168, 0.046303488314151764, -0.06726265698671341, -0.11965465545654297, -0.10158757120370865, 0.1920798122882843, 0.27620255947113037, 0.02055080235004425, -0.25622108578681946, 0.03934577479958534, -0.06020577251911163, -0.15982386469841003, -0.10479378700256348, 0.41112372279167175, -0.032186467200517654, 0.29214978218078613, -0.13798856735229492, -0.4022664427757263, -0.09586772322654724, -0.0020972304046154022, -0.2093183994293213, -0.26955798268318176, -0.18417367339134216, -0.3325699269771576, -0.11694429069757462, -0.2901443839073181, 0.2540249526500702, -0.3820415139198303, 0.14691466093063354, 0.2228722870349884, -0.0512358583509922, -0.20203152298927307, -0.24996258318424225, -0.13894793391227722, -0.344713419675827, 0.7545162439346313, 0.12394135445356369, 0.24902817606925964, -0.03215046972036362, 0.36421239376068115, -0.07028645277023315, 0.1460675746202469, -0.22412027418613434, -0.03523131087422371, -0.30742472410202026, 0.14913560450077057, 0.03162435442209244, -0.15946751832962036, -0.15106183290481567, 0.018451165407896042, -0.3216930627822876, 0.08152627944946289, 0.516517162322998, -0.11960414797067642, 0.04088013991713524, -0.2166917771100998, 0.40354666113853455, -0.19856345653533936, -0.06187186390161514, 0.1529400497674942, -0.0408182367682457, -0.22929607331752777, 0.1195269525051117, -0.3823516368865967, 0.4958719313144684, 0.04045261815190315, -0.12917909026145935, 0.01868288218975067, -0.0012608468532562256, -0.06834699213504791, -0.2789124846458435, -0.14092226326465607, 0.1377543807029724, -0.25525838136672974, 0.02573414333164692, 0.3205535113811493, -0.3151886463165283, -0.3127390146255493, 0.3749901056289673, 0.17296099662780762, 0.22648575901985168, 0.31777358055114746, -0.36137109994888306, 0.480544775724411, -0.11577434837818146, 0.4747775197029114, -0.3962596356868744, -0.0881274864077568, -0.1968926042318344, -0.3605131208896637, 0.1922861635684967, 0.31786102056503296, -0.18596507608890533, 0.12008166313171387, -0.15689103305339813, -0.21774262189865112, 0.18699026107788086, -0.3350566625595093, -0.06523118913173676, -0.015972357243299484, 0.15383221209049225, -0.3964453339576721, -0.13996605575084686, -0.11440841853618622, -0.3878564238548279, 0.3361542224884033, -0.31015652418136597, -0.0706910565495491, 0.13642674684524536, 1.0078043937683105, -0.2918305993080139, 0.2387819141149521, -0.1855771541595459, -0.2095421403646469, -0.19741594791412354, -0.2871435284614563, 0.23775562644004822, -0.07803966104984283, 0.139175683259964, 0.025262415409088135, -0.01634756103157997, -0.021503940224647522, -0.270416796207428, -0.21632319688796997, -0.45038777589797974, -0.032058075070381165, 0.37387022376060486, 0.3621644973754883, -0.06419620662927628, -0.22854936122894287, 0.08226044476032257, 0.11162922531366348, 0.3878113925457001, 0.12087923288345337, -0.20158670842647552, -0.13083231449127197, 0.393688440322876, -0.05093902349472046, 0.22119981050491333, 0.05827939137816429, 0.9345742464065552, -0.3514519929885864, -0.41629958152770996, 0.31643667817115784, 0.08070588111877441, -0.020914696156978607, -0.23264840245246887, 0.06969685852527618, -0.0874544307589531, 0.05854016914963722, -0.19197088479995728, -0.023327985778450966, 0.365976482629776, 0.35658079385757446, -0.010742314159870148, 0.17316336929798126, -0.19802354276180267, -0.24212150275707245, -0.3423760235309601, -0.0795854777097702, 0.5024709105491638, -0.3337360918521881, -0.40529847145080566, 0.15230195224285126, -0.08336000144481659, 0.14851216971874237, -0.20092454552650452, 0.010004542768001556, -0.6942643523216248, -0.413068562746048, -0.007489128038287163, 0.1821005940437317, 0.36910268664360046, -0.2709508538246155, -0.011611364781856537, 0.10508223623037338, 0.0721641331911087, -0.18434318900108337, 0.018640641123056412, 0.047878727316856384, 0.028853677213191986, 0.3535681962966919, -0.152663916349411, -0.008067069575190544, 0.22875109314918518, -0.11032558977603912, -0.05975186079740524, -0.018910594284534454, 0.08179784566164017, -0.49332576990127563, -0.12024688720703125, -0.22382649779319763, -0.33722519874572754, -0.13141003251075745, 0.0013234084472060204, -0.2500297427177429, 1.5828882455825806, -0.1636955291032791, -0.09434490650892258, 0.08073273301124573, -0.0070695169270038605, -0.04611162096261978, -0.2572063207626343, -0.13443800806999207, -0.22017662227153778, 0.21778790652751923, -0.14671707153320312, -0.23211847245693207, -0.03686989098787308, -0.163724884390831, -0.16882559657096863, -0.15089724957942963, 0.1876564472913742, -0.08321961760520935, -0.31717491149902344, 0.3665772080421448, -0.0710601732134819, -0.20934264361858368, -0.07541905343532562, 0.14755170047283173, 0.08822374045848846, 0.27009573578834534, -0.22406651079654694, -0.013829074800014496, 0.20852893590927124, 0.05434532091021538, -0.056071117520332336, -0.017691638320684433, 0.18039411306381226, -0.22394590079784393, -0.08098416030406952, 0.023536773398518562, 0.12657779455184937, -0.3804270625114441, 0.42415285110473633, -0.07984559237957001, -0.0379062220454216, -0.3037169575691223, 0.08209224790334702, 0.011844329535961151, -0.20037584006786346, 0.17407222092151642, -0.4501979351043701, -0.2891483008861542, -0.5191524624824524, -0.04866078495979309, 0.3099117577075958, -0.012816514819860458, 0.16795873641967773, -0.06944409012794495, 0.3268873393535614, -0.311555951833725, -0.037967391312122345, -0.22551459074020386, -0.06353433430194855, 0.17977656424045563, 0.344759464263916, -0.18559449911117554, -0.10481057316064835, 0.259522020816803, -0.021343689411878586, -0.19258713722229004, 0.23089982569217682, 0.4553104639053345, 2.0594375133514404, 0.2142712026834488, 0.44634127616882324, -0.3562794029712677, -0.28475308418273926, -0.03698590025305748, 0.44380658864974976, -0.18393565714359283, -0.4375961720943451, 0.23435817658901215, -0.27587929368019104, 0.11281968653202057, -0.36688923835754395, -0.26340505480766296, -0.06638128310441971, -0.16923311352729797, 0.1494428813457489, -0.4316117465496063, 0.34088751673698425, 0.4619981050491333, 0.18071520328521729, 0.3738919496536255, -0.03361888974905014, -0.18482863903045654, -0.07393109053373337, -0.21579255163669586, 0.43977299332618713, -0.3555550277233124, -0.10722862184047699, -0.2344067394733429, -0.13016624748706818, 0.13000459969043732, 0.23397257924079895, 0.024211563169956207, 0.41057682037353516, -0.4693537652492523, -0.11336441338062286, 0.05887464061379433, -0.2608407735824585, 0.3241525888442993, 0.282541424036026, -0.21833938360214233, -0.15828175842761993, -0.08449503779411316, 0.5286971926689148, -0.06062205880880356, -0.34402766823768616, 0.1494010090827942, 0.3798421621322632, -0.05636744201183319, 0.21618635952472687, -0.2798030376434326, -0.14520324766635895, -0.14738357067108154, 0.030368182808160782, 0.2732812464237213, 0.09417456388473511, -0.20660822093486786, -0.43767935037612915, 0.6840212345123291, -0.057719044387340546, -0.49395689368247986, -0.13629205524921417, -0.30020520091056824, 0.15666553378105164, -0.01541137509047985, 0.18510740995407104, -0.1623186469078064, -0.3423200845718384, 0.21872901916503906, -0.37987786531448364, -0.18636666238307953, 0.09031949937343597, 0.1251676231622696, -0.0027548111975193024, -0.14629103243350983, -0.22516193985939026, -0.15944938361644745, -0.36550650000572205, -0.23951977491378784, 0.4132741689682007, -0.349954217672348, 0.028298040851950645, 1.8793212175369263, -0.09221184998750687, 0.14788980782032013, 0.05804305523633957, 0.04664717614650726, -0.15192440152168274, 0.1547834277153015, 0.5440600514411926, 0.04163878411054611, 0.2389603704214096, 0.012071030214428902, 0.09786703437566757, -0.06646686792373657, 3.708475112915039, -0.3534044027328491, 0.169548898935318, 0.14821210503578186, 0.11125774681568146, -0.46255624294281006, 0.4905661940574646, -0.32887688279151917, 0.25947102904319763, -0.29085254669189453, -0.09964059293270111, 0.25522467494010925, 0.11696365475654602, 0.29334381222724915, -0.16808082163333893, 0.06492070853710175, 0.013493173755705357, 0.10776887834072113, -0.06357501447200775, -0.1940898299217224, -0.20579424500465393, 0.290854811668396, 0.006182493641972542, -0.06310727447271347, -0.18185967206954956, -0.07571719586849213, 0.15386523306369781, 0.11780117452144623, 0.12270449101924896, 0.02658785507082939, 0.18250790238380432, 0.22402064502239227, 0.7195243835449219, -0.02978968247771263, 0.294145405292511, -0.13273119926452637, -0.03173210099339485, 0.07479448616504669, 0.29067865014076233, -0.1282595843076706, 0.28624898195266724, 0.1367006003856659, 0.0789099931716919, 0.2358427345752716, 0.04729398712515831, 0.024780601263046265, 0.13781115412712097, -0.1514291763305664, 0.24268683791160583, -0.03074266016483307, 0.07069116830825806, 0.1882430613040924, -0.1515890210866928, -0.018941037356853485, -0.20621824264526367, -0.1313633918762207, 0.13967463374137878, -0.04814638942480087, 0.18977652490139008, -0.06716875731945038, 0.1284606158733368, 0.11488191783428192, -0.2638966739177704, -0.08492280542850494, -0.14285223186016083, -0.03312835097312927, 0.46749040484428406, 0.6165602207183838, 0.0024200156331062317, 0.1313713788986206, 0.17255312204360962, 0.0402064174413681, -0.052780359983444214, -0.1260073184967041, -0.08397871255874634, -0.2759726047515869, 0.022143304347991943, 0.08471125364303589, 0.36870941519737244, 0.06618966162204742, 0.12000279873609543, 0.0746484249830246, -0.006935602053999901, -0.3743323087692261, -0.1440420150756836, 0.0776018276810646, 0.09840366244316101, 0.015387020073831081, -0.1605442464351654, -0.1323496550321579, 0.11574079096317291, -0.14064684510231018]]\n",
"[5, 5, 5, 5, 5, 5, 5, 5, 5, 5]\n",
"Label: 5, vector: [0.4623788595199585, 0.0011552674695849419, -0.36981743574142456, -0.2036924958229065, -0.0009882748126983643, 0.3301119804382324, -0.7115498185157776, -0.46711573004722595, -0.41386187076568604, -0.3488124907016754, 0.5900148153305054, -0.10058745741844177, -0.10812616348266602, -0.6147000789642334, -0.19908009469509125, -0.07992485910654068, -0.11981599032878876, -0.41764718294143677, -0.6283365488052368, -0.3422481417655945, -0.0817180648446083, 0.7590495347976685, -0.6938257813453674, -0.4489600360393524, -0.45218169689178467, -0.12075934559106827, 0.4350382387638092, -0.14924535155296326, 0.15811331570148468, 0.3477158546447754, -0.34741124510765076, -0.2177758514881134, 0.23721426725387573, -0.06809959560632706, -0.238507479429245, -0.20404988527297974, 0.12066644430160522, -0.5871298909187317, 0.30363214015960693, -0.07998495548963547, -0.3448579013347626, 0.1277788132429123, -0.26283401250839233, 0.20805241167545319, 0.012967227026820183, -0.18457971513271332, -0.40966930985450745, 0.12411223351955414, -0.2823892831802368, -0.6756195425987244, -0.37663763761520386, 0.23013311624526978, 0.06017454341053963, -0.38259148597717285, -0.378586083650589, -0.5936056971549988, -0.5622313618659973, -0.23937280476093292, -0.3426756262779236, 0.6851834058761597, -0.4748965799808502, -0.5219063758850098, -0.2721129059791565, -0.05774804949760437, 0.40107905864715576, 0.06621063500642776, 0.13419756293296814, -0.7226254940032959, 0.4992915689945221, -0.10440751910209656, 0.10586366057395935, -0.1933903694152832, -0.03228093311190605, 1.1131656169891357, -0.5391467213630676, -0.22049948573112488, -0.30430763959884644, -0.44936126470565796, 0.6865514516830444, -0.33699238300323486, 0.7542660236358643, -0.27736616134643555, -0.1528637409210205, 0.26208004355430603, -0.5652167201042175, -0.6958185434341431, 0.00891423225402832, -0.2870737314224243, -0.08223086595535278, -0.1447097808122635, -0.16635778546333313, 0.04850379750132561, 0.25324177742004395, -0.06423089653253555, -0.2895106077194214, 0.3249705135822296, -0.391538143157959, -0.3883240222930908, 0.41419166326522827, 0.08799054473638535, 0.1493740826845169, 0.19099709391593933, -0.2628161907196045, 0.7817528247833252, -0.3028208613395691, -0.3845982849597931, 0.15796270966529846, 0.05064369738101959, -0.1348145604133606, -0.18025819957256317, -0.13771432638168335, 0.21281103789806366, -0.45590606331825256, 0.11686749011278152, -0.3927271366119385, -0.41864749789237976, -0.09419001638889313, 0.16631343960762024, -0.21978554129600525, -0.4346696138381958, -0.26422742009162903, -0.06870302557945251, 0.019433727487921715, -0.5947137475013733, -0.37730252742767334, -0.20512749254703522, 0.6523556709289551, -0.614287793636322, 0.3478758633136749, -0.17728503048419952, -0.15411695837974548, -0.354001522064209, -0.34756553173065186, -0.46825355291366577, -0.3750157952308655, 0.22564934194087982, -0.07453157752752304, -0.3676910698413849, -0.8132231831550598, -0.3434714674949646, -0.488883912563324, -0.3347964584827423, -0.06291680783033371, -0.563359797000885, 0.2981994152069092, -0.2284885048866272, 0.021980946883559227, -0.14928895235061646, -0.07552545517683029, 0.5879271626472473, 0.2916282117366791, 0.18708354234695435, -0.0941900983452797, -0.0897882878780365, 0.14736726880073547, 0.4456726908683777, 0.05528988316655159, -0.05487764626741409, 0.03317338973283768, -0.14810501039028168, -0.08876799792051315, 0.3210313022136688, 0.028373807668685913, 0.16882094740867615, -0.2948131561279297, 0.2983851730823517, -0.6198475360870361, 0.19364206492900848, -0.1640872061252594, 0.03263425454497337, 0.06197730079293251, -0.495829313993454, 0.1116369217634201, 0.015252020210027695, 0.2616478204727173, 0.35879775881767273, -0.28669771552085876, 0.5733228921890259, 0.18431788682937622, -0.11075498908758163, -0.2363085001707077, 0.4429449737071991, 0.45418667793273926, 0.19981749355793, 0.28319254517555237, 0.33143338561058044, 0.1579308658838272, 0.3672165274620056, 0.3175114393234253, -0.0248541459441185, 0.4852014183998108, 0.0741443932056427, 0.12437833845615387, 0.18784283101558685, 0.6639239192008972, 0.016633693128824234, -0.18573753535747528, -0.12080064415931702, 0.11349517107009888, 0.1337023377418518, -0.2024095505475998, -0.11696496605873108, 0.09773369133472443, 0.06182342767715454, -0.12410756200551987, -0.012826805002987385, 0.20850874483585358, 0.1960308849811554, 0.20873339474201202, 0.15249069035053253, 0.01775718852877617, 0.1029970645904541, 0.32936152815818787, -0.06118327006697655, 0.10893689095973969, -0.2724491059780121, 0.4851619303226471, 0.41496825218200684, 0.008010156452655792, 0.3259130120277405, 0.636630117893219, 0.2093515843153, 0.06707695126533508, -0.16151902079582214, 0.06202184408903122, -0.06510993093252182, 0.36990049481391907, 0.5320009589195251, 0.3418538570404053, 0.25744444131851196, -0.019998781383037567, 0.2417334020137787, -0.3092425763607025, -0.20809714496135712, 0.20187291502952576, 0.17450521886348724, 0.22622345387935638, 0.29122617840766907, -0.011531366035342216, -0.0054380446672439575, -0.18261060118675232, 0.6440668702125549, -0.24877682328224182, -0.08474377542734146, 0.13486763834953308, -0.3055187165737152, -0.2740318775177002, -0.04647882282733917, -0.1458675116300583, -0.07997918874025345, 0.102704718708992, -0.18490657210350037, 0.10846646130084991, 0.164823979139328, 0.15389025211334229, -0.19408206641674042, -0.2418661266565323, -0.12283144891262054, -0.08962245285511017, -0.007237531244754791, 0.30872562527656555, -0.17764411866664886, -0.13050159811973572, -0.29722845554351807, -0.16066759824752808, 0.22647754848003387, 0.144512340426445, 0.3956391513347626, 0.3686997592449188, 0.24985691905021667, 0.21567402780056, -0.21074242889881134, -0.23400680720806122, -0.08653947710990906, 0.3284774422645569, -0.043585557490587234, 0.141983300447464, 0.1841389387845993, 0.053155314177274704, 0.39988550543785095, -0.09806858003139496, 0.14412635564804077, -0.10751982778310776, 0.25046271085739136, 0.13888919353485107, -0.17664891481399536, 0.39741596579551697, 0.048500142991542816, -0.11959295719861984, 0.09540797770023346, -0.06990092992782593, 0.2607084810733795, 0.005410173907876015, -0.12679556012153625, 0.341721773147583, -0.06383942812681198, 0.25511494278907776, -0.1270575374364853, -0.10064910352230072, 0.0237293541431427, -0.021827109158039093, -0.08734361082315445, 0.3362995982170105, 0.13484029471874237, -0.6261356472969055, -0.6476185321807861, -0.274897038936615, -0.2985016405582428, 0.0048974547535181046, -0.21645736694335938, 0.23652450740337372, -0.09638313204050064, -0.21843373775482178, -0.15618091821670532, -0.30138370394706726, 0.13387539982795715, -0.3190290927886963, -0.22196176648139954, 0.28484007716178894, 0.4002252221107483, -0.15101109445095062, -0.2826424539089203, 0.04878309369087219, -0.0994240939617157, 0.06587247550487518, -0.05349064990878105, 0.2070033997297287, -0.21397115290164948, -0.30775052309036255, -0.5041950345039368, 0.08385180681943893, 0.31295764446258545, -0.13558565080165863, 0.25731363892555237, 0.22331726551055908, 0.4251573085784912, -0.2538438141345978, 0.960752546787262, -0.016578517854213715, 0.13350644707679749, -0.3160467743873596, 0.561576783657074, -0.0031718509271740913, -0.2618718445301056, -0.1679028421640396, 0.4721769690513611, -0.5857528448104858, -0.24614547193050385, -0.6116465926170349, 0.22726058959960938, 0.5818806886672974, 0.13883712887763977, -0.2830654978752136, 0.30108028650283813, 0.09529750794172287, 0.006805755198001862, 0.4750489294528961, 0.9885765314102173, 0.5168380737304688, 0.6003008484840393, 0.3364098370075226, 0.3201271593570709, 0.14841242134571075, 0.10289009660482407, 0.5318996906280518, 0.13261157274246216, -0.02194584161043167, 0.08829197287559509, 1.6284749507904053, -0.46223539113998413, -0.15417416393756866, 0.6864622831344604, 0.03592883050441742, -0.11371739953756332, 0.4243399500846863, -0.1266423761844635, 0.27978751063346863, 0.12301801890134811, -0.033228762447834015, -0.2986494302749634, 0.8188872933387756, 0.1630866527557373, -0.02300100401043892, 0.12343116104602814, 0.23666439950466156, 0.01884469762444496, 0.304256409406662, 0.4075588583946228, 0.03879454731941223, 0.4402000904083252, -0.14307498931884766, -0.3646228313446045, 0.3288918137550354, -0.025738457217812538, 0.19600917398929596, 0.35598403215408325, -0.3126061260700226, -0.4893064796924591, -0.3146175742149353, 0.2007669359445572, 0.06285693496465683, -0.1426321417093277, -0.1455511599779129, 0.6081940531730652, 7.225409507751465, 1.5005143880844116, -0.01623857021331787, 0.6764780879020691, -0.24267640709877014, 0.29307299852371216, -0.3669474422931671, -0.026320982724428177, -0.2796756327152252, -0.258039653301239, -0.27724772691726685, -0.13809184730052948, 0.3475845754146576, 1.1305185556411743, 0.23537437617778778, 0.6305752396583557, -0.20689786970615387, -0.035589396953582764, -0.031106799840927124, 0.01532986294478178, -0.288803368806839, -0.07173369824886322, -0.03467730060219765, 0.1501532793045044, -0.6634859442710876, -0.24373584985733032, -0.03390195965766907, 0.05347025766968727, -0.08974073827266693, 0.2227860689163208, -0.07375603914260864, -0.13033047318458557, 0.2211628407239914, 0.11921119689941406, 0.16812171041965485, -0.12167295813560486, -0.0503590926527977, -0.08026787638664246, 0.11503277719020844, 0.040255408734083176, -0.3926782011985779, -0.26841217279434204, 0.2892390489578247, -0.10475310683250427, -0.04546346887946129, 0.3818088471889496, 0.2634996473789215, 0.09834209084510803, -0.31907007098197937, -0.06411851942539215, -0.332584947347641, -0.20353485643863678, 0.17569996416568756, -0.0031256331130862236, -0.3431558609008789, 0.038444697856903076, -0.9330134987831116, 0.08299852162599564, -0.008024021983146667, 0.0047815409488976, 0.13425502181053162, 0.2817531228065491, 0.051090095192193985, -0.3280878961086273, -0.32712629437446594, 0.17744523286819458, 0.34950944781303406, -0.36501479148864746, 0.07266945391893387, 0.3665291965007782, -0.054211728274822235, -0.345909982919693, -0.15147237479686737, -0.07427534461021423, 0.4297526478767395, -0.2254185676574707, -0.15310490131378174, -0.014411535114049911, 0.11692723631858826, 0.34883618354797363, -0.003948277793824673, -0.3357079327106476, -0.27590036392211914, -0.11411412805318832, 0.23863892257213593, -0.7275508642196655, -0.008289104327559471, -0.2275591939687729, -0.21973305940628052, 0.026938557624816895, 0.05267000198364258, -0.05408531799912453, -0.026528552174568176, 0.13930043578147888, -0.6666910648345947, 0.24982202053070068, -0.17638841271400452, -0.1392940878868103, -0.17841799557209015, 0.2290382832288742, -0.06961949169635773, 0.01297827996313572, -0.2221778780221939, 0.12585113942623138, -0.16152583062648773, -0.5133897066116333, -0.0690581351518631, 0.08979032188653946, 0.5616984963417053, -0.04016268253326416, 0.07031510025262833, -0.04562877118587494, 0.06454162299633026, 0.34544989466667175, -0.49664920568466187, -0.4295732080936432, 0.0976310446858406, -0.48468247056007385, 0.08323931694030762, -0.12592186033725739, 0.12940692901611328, -0.06995563954114914, -0.18832625448703766, -0.1588824987411499, -0.3512215316295624, -0.024602729827165604, 0.39091742038726807, -0.14556539058685303, 0.12483064085245132, -0.30706673860549927, 0.13535696268081665, -0.04561509191989899, -0.3551354706287384, -0.13680286705493927, -0.2896288335323334, -0.18353983759880066, 0.32532361149787903, -0.3391856253147125, -0.2860966622829437, -0.08840934187173843, -0.5323553085327148, -0.5837205052375793, 0.11574844270944595, -0.41884252429008484, -0.10289761424064636, -0.03687535971403122, -0.19295436143875122, 0.049195606261491776, -0.11476977169513702, 0.16080735623836517, 0.020404435694217682, -0.21683001518249512, -0.24025581777095795, 0.1782381236553192, -0.11941070109605789, 0.4447014629840851, -0.12680698931217194, 0.4602789878845215, -0.026692934334278107, -0.11458683013916016, -0.1189195066690445, -0.4570433497428894, -0.1272505223751068, 0.09905585646629333, -0.08170861005783081, -0.26646843552589417, -0.23527610301971436, -0.3102805018424988, -0.3502553403377533, -0.37620648741722107, 0.39460739493370056, -0.4539377987384796, -0.0004219419788569212, 0.09753777086734772, -0.19901622831821442, -0.3018670976161957, -0.3365146517753601, -0.18930375576019287, -0.440133661031723, 0.5834789276123047, 0.12539544701576233, 0.32297876477241516, -0.1852886825799942, 0.4253529906272888, 0.03669346123933792, 0.1434609740972519, -0.13464267551898956, -0.03247218206524849, -0.17356392741203308, 0.2273845076560974, 0.24996179342269897, -0.21788480877876282, -0.2994014322757721, -0.22601810097694397, -0.31260642409324646, -0.045565396547317505, 0.7434988021850586, -0.10289174318313599, 0.10761375725269318, -0.3300721347332001, 0.4264780879020691, -0.251911461353302, -0.17134295403957367, -0.0034417174756526947, -0.07678257673978806, -0.19851090013980865, 0.11076569557189941, -0.38599035143852234, 0.14827224612236023, 0.11747460067272186, -0.11962748318910599, 0.7347463965415955, 0.0037001855671405792, -0.12041692435741425, -0.3687863349914551, -0.23443613946437836, 0.39805901050567627, -0.5176222920417786, -0.005071647465229034, 0.479629248380661, -0.3159202039241791, -0.3595983684062958, 0.3856669068336487, 0.17106126248836517, 0.16451600193977356, 0.18916334211826324, -0.16133001446723938, 0.41263431310653687, -0.20778702199459076, 0.5908578038215637, -0.45642897486686707, -0.2736888527870178, -0.2543363869190216, -0.3225368559360504, 0.1386813372373581, 0.2639256417751312, -0.2962196171283722, 0.05412229895591736, -0.3282697796821594, -0.3371664583683014, 0.400775283575058, -0.3663269281387329, -0.2344316691160202, -0.07166329026222229, 0.04674083739519119, -0.4639917016029358, -0.3361152112483978, 0.07073991000652313, -0.37920525670051575, 0.23087090253829956, -0.3325997292995453, -0.1687433123588562, -0.06859511137008667, 1.2470779418945312, -0.1908952295780182, 0.11312615871429443, -0.12264605611562729, -0.4151330292224884, -0.2135578989982605, 0.12693427503108978, 0.37045517563819885, -0.1265377402305603, 0.1332988142967224, -0.06885115802288055, -0.10490965843200684, 0.059637051075696945, -0.31140241026878357, 0.10192220658063889, -0.5668947696685791, -0.2974059283733368, 0.46504735946655273, 0.40983545780181885, 0.3648777902126312, -0.11233703792095184, -0.04542937129735947, -0.08421138674020767, 0.3592916429042816, 0.0011833235621452332, -0.43711233139038086, -0.18486161530017853, 0.5561932325363159, -0.14596521854400635, -0.14515963196754456, -0.019057895988225937, 0.3843168616294861, -0.3907526731491089, -0.6062343716621399, 0.22292016446590424, -0.07773762941360474, -0.2260705977678299, -0.25683483481407166, 0.11156056821346283, 0.11315298825502396, 0.12235324084758759, 0.14489978551864624, 0.023004693910479546, 0.2555190324783325, 0.832487940788269, 0.22723163664340973, 0.24562931060791016, -0.24209465086460114, -0.2816743850708008, -0.3875211775302887, 0.012318136170506477, 0.3672999143600464, -0.32701748609542847, -0.2343950718641281, 0.1818235218524933, -0.004697706550359726, 0.22503937780857086, -0.021027665585279465, -0.006233809515833855, -0.6917340755462646, -0.4780416488647461, -0.0627693459391594, 0.2501618564128876, 0.2492332011461258, -0.2746465504169464, 0.0456104539334774, 0.224953293800354, 0.08333168923854828, 0.07881589978933334, -0.02430647239089012, -0.05935610085725784, -0.008705712854862213, 0.18381956219673157, -0.11896221339702606, -0.07052874565124512, 0.2709070146083832, 0.10124820470809937, -0.25548887252807617, -0.1490865796804428, 0.03857188671827316, -0.34006357192993164, -0.3127206563949585, -0.21380315721035004, -0.38221409916877747, -0.20222313702106476, -0.11353707313537598, -0.32690584659576416, 1.785118579864502, -0.5153063535690308, 0.0004910103161819279, 0.12543293833732605, -0.17382141947746277, 0.1692974716424942, -0.27715185284614563, 0.058091193437576294, -0.43641215562820435, 0.23676788806915283, -0.07496871054172516, -0.410356730222702, -0.10257779061794281, 0.06370415538549423, -0.2789689302444458, -0.1784532368183136, 0.1644192934036255, 0.03353241831064224, -0.2489679604768753, 0.14090903103351593, -0.21773943305015564, 0.007589171640574932, -0.3095497190952301, 0.33335673809051514, -0.07035334408283234, -0.013449002057313919, -0.2028484344482422, -0.17600516974925995, 0.1935940384864807, -0.03528430312871933, -0.1089259684085846, -0.03950073570013046, 0.23506301641464233, -0.3130339980125427, -0.0640941932797432, 0.037370748817920685, 0.15386958420276642, -0.3064022660255432, 0.2655367851257324, -0.11032924801111221, 0.03139863908290863, -0.2842390835285187, 0.097530297935009, -0.33903446793556213, -0.40938663482666016, 0.17769284546375275, -0.5032445192337036, -0.26478779315948486, -0.3209567964076996, -0.01890566758811474, 0.15295381844043732, -0.015555065125226974, 0.1803528070449829, -0.13738971948623657, -0.009558724239468575, -0.44617584347724915, -0.11234868317842484, -0.5018118619918823, -0.0917075052857399, -0.014474610798060894, 0.11728157848119736, -0.04813456907868385, -0.18151459097862244, 0.47787272930145264, 0.03153669834136963, -0.2767995297908783, 0.17035351693630219, 0.3463779389858246, 3.4231882095336914, 0.2584666609764099, 0.606063723564148, -0.5349793434143066, -0.20355746150016785, -0.1472259759902954, 0.1866304874420166, -0.15853072702884674, -0.3796074390411377, 0.3257317543029785, -0.47030866146087646, 0.12806926667690277, -0.44367748498916626, -0.41030988097190857, 0.043048981577157974, -0.1671428382396698, -0.05934585630893707, -0.45601677894592285, 0.29408320784568787, 0.30473649501800537, 0.06440341472625732, 0.14907921850681305, -0.1630929708480835, -0.028167733922600746, 0.2254662960767746, -0.21062491834163666, 0.23276643455028534, -0.1515367478132248, -0.03097463957965374, -0.1786636859178543, -0.10852304100990295, 0.18695297837257385, 0.2189103662967682, -0.29035526514053345, 0.16188104450702667, -0.4483267366886139, -0.210269033908844, 0.19956819713115692, -0.013858598656952381, 0.3445775508880615, 0.37318527698516846, -0.21738412976264954, -0.2851100564002991, -0.014310626313090324, 0.5186113119125366, 0.011576574295759201, -0.27836132049560547, 0.12487364560365677, 0.11676125228404999, -0.07342671602964401, 0.0221121646463871, -0.2781013548374176, 0.01498196367174387, -0.21806655824184418, 0.13442698121070862, 0.2460637241601944, -0.1198253184556961, -0.34526917338371277, -0.428907573223114, 0.8025107979774475, 0.2219511717557907, -0.6893136501312256, -0.251245379447937, -0.25864148139953613, -0.14603278040885925, 0.00887034460902214, -0.09067359566688538, -0.03321003541350365, -0.34252917766571045, 0.2486387938261032, -0.4138224422931671, -0.2896246612071991, 0.17360202968120575, 0.20979416370391846, -0.05533817410469055, -0.17347416281700134, -0.2000187635421753, -0.3820088803768158, -0.34937015175819397, -0.27459296584129333, 0.3527149558067322, -0.3994084298610687, 0.05907696485519409, 2.661766290664673, -0.03967580944299698, -0.0366181917488575, 0.1486649215221405, 0.015253987163305283, -0.0948992371559143, -0.029547303915023804, 0.445292592048645, 0.17447134852409363, 0.1373278796672821, -0.04485020041465759, 0.14409169554710388, -0.25017794966697693, 3.8675923347473145, -0.3454960286617279, -0.18354341387748718, 0.4378587007522583, 0.26655155420303345, 0.01782357692718506, 0.47543007135391235, -0.4307691156864166, 0.7872369885444641, -0.13258226215839386, -0.11844561994075775, 0.4530496895313263, -0.06519879400730133, 0.17697042226791382, -0.24091820418834686, -0.018161993473768234, -0.17033636569976807, 0.0067967614158988, -0.2554475665092468, -0.20885337889194489, -0.14153707027435303, -0.08017712086439133, -0.011183470487594604, -0.08242399990558624, -0.21849492192268372, -0.11364354193210602, 0.25299808382987976, -0.011270344257354736, -0.110407754778862, -0.1446477323770523, 0.12196414172649384, -0.06044646352529526, 0.16887448728084564, -0.08146930485963821, -0.021830305457115173, -0.2830111086368561, 0.00836283527314663, 0.014219164848327637, 0.541572093963623, 0.01920817419886589, 0.04907776787877083, 0.015112241730093956, -0.004732456058263779, 0.19628533720970154, 0.018430408090353012, -0.28429293632507324, 0.38463741540908813, -0.2680717408657074, 0.326202929019928, -0.21043501794338226, -0.20586074888706207, -0.1088472455739975, -0.08618947118520737, 0.0801544189453125, -0.25223371386528015, -0.0347088985145092, 0.2441556453704834, -0.12453845888376236, 0.09769778698682785, -0.09608343243598938, 0.18892453610897064, 0.09163041412830353, -0.10411599278450012, -0.015037039294838905, -0.1940130740404129, -0.2117253541946411, 0.39610493183135986, 0.940864622592926, -0.09278198331594467, 0.05229011923074722, 0.5524386167526245, 0.16891492903232574, 0.2690805494785309, -0.04786359518766403, 0.11999040096998215, -0.5032142996788025, 0.050003767013549805, -0.006227940320968628, 0.21802441775798798, 0.2687641680240631, 0.16666090488433838, -0.03739571571350098, 0.04634321480989456, -0.5654181241989136, -0.3165484368801117, -0.033971913158893585, 0.057503268122673035, 0.14357629418373108, -0.023402230814099312, -0.18176274001598358, 0.4611840844154358, -0.2178758829832077]\n",
"Label: 5, vector: [0.25199177861213684, 0.017097491770982742, -0.13677355647087097, 0.06602071970701218, -0.003919195383787155, 0.26610875129699707, -0.6375072598457336, -0.27113839983940125, -0.1242472231388092, -0.32814672589302063, 0.5395817756652832, -0.03653872385621071, -0.1907968968153, -0.6942984461784363, -0.2047596275806427, -0.2834453582763672, 0.009305097162723541, -0.3595145344734192, -0.46236899495124817, -0.28880637884140015, -0.030034340918064117, 0.7248823642730713, -0.5844447016716003, -0.498752236366272, -0.4735732972621918, -0.1082473024725914, 0.4902125298976898, 0.06760300695896149, 0.3130757808685303, 0.6363791823387146, -0.3808238208293915, -0.024363631382584572, 0.4817056655883789, -0.15981777012348175, -0.188182532787323, 0.006145589053630829, 0.01342799887061119, -0.4209294319152832, 0.5256541967391968, 0.1621304154396057, -0.04864577576518059, 0.44527167081832886, 0.018342500552535057, 0.4613689184188843, 0.36199814081192017, -0.05274117365479469, -0.15698124468326569, 0.36464163661003113, -0.09982959181070328, -0.3228113353252411, -0.37676042318344116, 0.34633132815361023, 0.03336507827043533, -0.4256007671356201, -0.37440046668052673, -0.5160574913024902, -0.5501811504364014, -0.3062891662120819, -0.4049455523490906, 0.6734473705291748, -0.39929309487342834, -0.5755400657653809, -0.129740372300148, -0.23060275614261627, 0.2387203872203827, -0.0653897300362587, 0.10149957239627838, -0.72182297706604, 0.31143495440483093, -0.24954690039157867, -0.16140688955783844, -0.0363306924700737, -0.08777919411659241, 1.2145438194274902, -0.5119760036468506, -0.1520872414112091, -0.35177725553512573, -0.5743237733840942, 0.54453045129776, -0.3202241063117981, 0.7534496784210205, -0.32420849800109863, -0.1524067223072052, 0.35998234152793884, -0.5056371092796326, -0.6858611702919006, -0.03437184914946556, -0.2591220438480377, -0.1506558060646057, -0.28074461221694946, -0.20359647274017334, -0.005644641816616058, 0.6245704889297485, -0.22829581797122955, -0.3629564940929413, 0.3798592686653137, -0.3569198548793793, -0.23914164304733276, 0.48248395323753357, 0.07863502949476242, -0.002619963139295578, 0.006094861775636673, -0.15681147575378418, 0.5156222581863403, -0.3193228840827942, -0.3869279623031616, 0.05351688340306282, -0.1177583709359169, -0.010636718943715096, -0.07469630986452103, -0.13721129298210144, 0.11406426131725311, -0.4450182318687439, -0.05834116041660309, -0.2496282309293747, -0.31983351707458496, -0.07747329771518707, 0.1868545413017273, -0.27749472856521606, -0.17924199998378754, 0.07114771753549576, -0.11194036900997162, 0.01732957363128662, -0.4997905194759369, -0.2674545645713806, -0.4348512589931488, 0.6323237419128418, -0.6224300861358643, 0.45151105523109436, 0.218827486038208, 0.042616553604602814, -0.4149969220161438, -0.15106774866580963, -0.3405219614505768, -0.15733939409255981, 0.12129468470811844, 0.030211446806788445, -0.38247543573379517, -0.4959556460380554, -0.004939841106534004, -0.1564931869506836, -0.1556221842765808, 0.007687028497457504, 0.027831392362713814, -0.13822394609451294, -0.1263480931520462, 0.12759625911712646, -0.04185394197702408, -0.1180005818605423, 0.28865426778793335, 0.18539127707481384, 0.07464529573917389, -0.07369843125343323, 0.08294353634119034, 0.22278721630573273, 0.43364328145980835, -0.16121335327625275, -0.03994769975543022, -0.132575124502182, -0.0462021641433239, 0.03857974335551262, 0.31231388449668884, 0.032306745648384094, 0.2543850541114807, -0.33201390504837036, -0.014831677079200745, -0.4036412835121155, -0.04578903317451477, 0.09756938368082047, 0.023043453693389893, 0.48555245995521545, -0.2259586900472641, -0.10615323483943939, 0.04613589867949486, 0.3066585063934326, 0.4339141249656677, -0.1907583326101303, 0.6661306619644165, 0.048247165977954865, -0.14747074246406555, -0.07165026664733887, 0.31048664450645447, 0.6468515992164612, 0.12637776136398315, 0.5091784000396729, 0.6457900404930115, 0.3171409070491791, 0.27858710289001465, 0.35322079062461853, 0.1138489693403244, 0.4157103896141052, 0.30158936977386475, 0.36375781893730164, 0.3036768436431885, 0.6949326992034912, -0.045282673090696335, 0.32567715644836426, 0.0753985121846199, 0.16040447354316711, 0.33479025959968567, -0.049227360635995865, 0.010788706131279469, 0.26569506525993347, 0.17726698517799377, 0.1782129406929016, -0.008466911502182484, 0.06028880923986435, 0.1980113685131073, -0.13302457332611084, 0.013275159522891045, -0.07470942288637161, 0.03944641351699829, 0.37636011838912964, -0.09665772318840027, -0.017162827774882317, -0.008093210868537426, 0.430915504693985, 0.08625318109989166, -0.11930672824382782, 0.2732730209827423, 0.38528913259506226, 0.3291202485561371, 0.11042892932891846, -0.07413806021213531, -0.1978299915790558, -0.013614263385534286, 0.379952073097229, 0.1657920777797699, 0.29331380128860474, 0.11001120507717133, 0.04767594113945961, -0.13951300084590912, -0.18281054496765137, -0.19177645444869995, -0.01918843761086464, 0.14638946950435638, -0.05032044276595116, -0.11582478880882263, -0.2406284511089325, -0.09871377050876617, -0.27671512961387634, -0.025038883090019226, -0.1654573380947113, -0.2651110887527466, -0.07642316818237305, -0.17118306457996368, -0.10024727880954742, -0.11323153972625732, -0.09864039719104767, -0.2751859426498413, 0.08680698275566101, -0.08618669211864471, 0.16657677292823792, 0.07176195085048676, -0.08542388677597046, -0.027779730036854744, -0.04881909862160683, -0.0355348140001297, 0.051016710698604584, 0.17520031332969666, 0.16807541251182556, 0.07152454555034637, 0.13158315420150757, -0.14381143450737, -0.13934461772441864, -0.0006216689944267273, 0.306056946516037, 0.11683930456638336, 0.26052573323249817, 0.06765396147966385, 0.16763949394226074, -0.041133228689432144, -0.15797525644302368, 0.193388894200325, 0.30795615911483765, -0.2630268931388855, 0.0783010795712471, -0.042957887053489685, -0.05665050819516182, 0.1469781994819641, -0.05812046304345131, 0.2797171473503113, -0.04775995761156082, 0.14132249355316162, -0.05234586447477341, 0.03465748950839043, 0.3112057149410248, 0.05277896299958229, -0.03426185995340347, 0.0302923284471035, -0.130030557513237, 0.164028137922287, -0.03301558643579483, -0.1007794663310051, 0.2622429430484772, -0.12873154878616333, -0.020817546173930168, -0.3013511598110199, -0.12522265315055847, -0.07614945620298386, -0.04773775860667229, -0.3121040463447571, 0.34343281388282776, 0.19924303889274597, -0.5838914513587952, -0.5359753370285034, -0.0732760801911354, -0.37534287571907043, -0.2766263782978058, -0.2166244387626648, -0.1987278312444687, -0.08257125318050385, 0.3569536805152893, -0.19493365287780762, -0.06662570685148239, -0.10484063625335693, -0.20064108073711395, -0.13144977390766144, 0.17568297684192657, -0.10427162051200867, -0.04611217603087425, -0.3396146595478058, 0.002584362868219614, -0.14206823706626892, -0.20964133739471436, -0.15403364598751068, -0.07725377380847931, -0.39021632075309753, -0.23639936745166779, -0.29986077547073364, -0.030973931774497032, 0.02279944345355034, 0.0008585024625062943, 0.18570773303508759, 0.1950058490037918, 0.4124910235404968, -0.35578781366348267, 0.6185110807418823, 0.15922871232032776, 0.10545989871025085, -0.37865471839904785, 0.4818834662437439, 0.02507607266306877, -0.23834128677845, -0.3031335771083832, 0.19864323735237122, -0.5498148798942566, -0.3410603404045105, -0.6769343614578247, 0.14370490610599518, 0.11565513908863068, 0.11597397178411484, -0.2219180017709732, 0.25073307752609253, -0.05570144206285477, 0.07426595687866211, 0.4581151306629181, 0.881232500076294, 0.6607164144515991, 0.7979182004928589, 0.22452200949192047, 0.34903284907341003, -0.003608359256759286, 0.19838185608386993, 0.4771783947944641, -0.07930058985948563, -0.062027640640735626, 0.07164717465639114, 1.1569572687149048, -0.4632703363895416, -0.22289039194583893, 0.7776514887809753, -0.04817323014140129, 0.025404611602425575, 0.39065244793891907, -0.2628738582134247, 0.0813814103603363, 0.3484337329864502, -0.0572647899389267, -0.19564813375473022, 0.5780087113380432, 0.36398375034332275, 0.04578888416290283, 0.0177116971462965, 0.09797234833240509, -0.14628806710243225, -0.02458484098315239, 0.5920090675354004, -0.09798862040042877, 0.20303069055080414, -0.08569014072418213, -0.21959614753723145, 0.2798967659473419, 0.088053859770298, 0.08599277585744858, 0.5064031481742859, -0.12912316620349884, -0.43212053179740906, -0.2328178584575653, 0.030539726838469505, 0.1296195238828659, -0.3417056202888489, 0.01649954915046692, 1.2139713764190674, 7.455554008483887, 2.5352368354797363, 0.19014564156532288, 0.9912772178649902, 0.014333294704556465, -0.09577872604131699, -0.273036926984787, -0.008329715579748154, -0.2833085060119629, 0.18334417045116425, 0.08204461634159088, -0.4114500880241394, 0.26875680685043335, 0.5740964412689209, 0.1634349673986435, 0.36996811628341675, -0.345806747674942, -0.45838209986686707, 0.05041460320353508, -0.21901562809944153, -0.08477833867073059, -0.5014305710792542, 0.01686970517039299, 0.06035768985748291, -0.7233563661575317, -0.2058590054512024, -0.060784079134464264, 0.0021431855857372284, -0.050366878509521484, -0.05381203442811966, -0.06057996302843094, -0.07696431875228882, 0.16638441383838654, -0.3514680564403534, -0.24820667505264282, -0.1387038230895996, -0.07033788412809372, -0.11133445799350739, 0.14177118241786957, -0.1527213603258133, -0.25062432885169983, -0.22535772621631622, -0.3842181861400604, -0.06550208479166031, -0.11956480890512466, 0.26442110538482666, 0.10938839614391327, 0.21533827483654022, -0.3201464116573334, -0.14766748249530792, -0.13575507700443268, -0.1435113251209259, 0.16739913821220398, -0.0824495404958725, -0.14333929121494293, 0.024182336404919624, -0.7038165330886841, 0.12376178801059723, 0.1603504717350006, -0.18774224817752838, -0.05163286626338959, 0.004406326450407505, 0.053775835782289505, -0.09156345576047897, -0.38465428352355957, 0.11986066401004791, 0.06890486925840378, -0.28701987862586975, 0.18398897349834442, -0.023448511958122253, -0.002037016674876213, -0.26068049669265747, -0.030849415808916092, -0.06862659752368927, 0.27424147725105286, -0.22419825196266174, -0.23996953666210175, -0.21460972726345062, -0.3458590805530548, 0.1993715912103653, 0.45364394783973694, -0.15471379458904266, -0.045666128396987915, -0.08472243696451187, -0.014240384101867676, -0.546282947063446, 0.06950937956571579, -0.14415396749973297, -0.1376064121723175, 0.2816515564918518, 0.17003631591796875, -0.01877424493432045, -0.017187373712658882, -0.3412676155567169, -0.5450363159179688, 0.21696658432483673, 0.03800749033689499, 0.040962159633636475, -0.22045256197452545, 0.48416441679000854, -0.06549903750419617, -0.0026653544045984745, -0.19522710144519806, 0.012728288769721985, -0.05031998082995415, -0.43822357058525085, -0.05783475190401077, 0.1868661642074585, 0.46237894892692566, -0.10764698684215546, 0.5142955183982849, -0.027530135586857796, 0.03385158255696297, -0.0728561133146286, -0.40794095396995544, -0.3966616988182068, -0.1477309763431549, -0.2911441922187805, 0.100518137216568, -0.11127577722072601, 0.2134566605091095, -0.02901247888803482, -0.18155169486999512, -0.3196994364261627, -0.45230525732040405, -0.05327318608760834, 0.24061806499958038, -0.009371988475322723, -0.05724772810935974, -0.3213549852371216, 0.011414377950131893, -0.13087408244609833, -0.32826003432273865, -0.073180191218853, -0.2203967124223709, -0.10592171549797058, 0.3910941183567047, -0.40792569518089294, -0.15038134157657623, -0.14884737133979797, -0.4595792591571808, -0.5232381224632263, 0.08132270723581314, -0.42897871136665344, -0.14697256684303284, -0.08934587985277176, -0.1430068016052246, -0.06245255842804909, -0.018682802096009254, -0.14975041151046753, 0.22679901123046875, 0.023299213498830795, -0.3040847182273865, 0.9410672187805176, -0.07743831723928452, 0.3301197290420532, -0.1732441633939743, 0.590720534324646, -0.43015873432159424, 0.49782222509384155, -0.13821154832839966, -0.5532212853431702, -0.131601944565773, 0.07417269051074982, -0.06904286891222, -0.2316291630268097, -0.22111378610134125, -0.4611659049987793, -0.14709922671318054, -0.18491023778915405, 0.0854320377111435, -0.3642607629299164, 0.2082950323820114, 0.07086929678916931, -0.16154511272907257, -0.21549934148788452, -0.3876625597476959, -0.285863995552063, -0.3502649664878845, 0.670333206653595, 0.24332916736602783, 0.07209878414869308, 0.07668791711330414, 0.3102966547012329, 0.04256259649991989, 0.2868020534515381, -0.2956739664077759, 0.046857643872499466, -0.17355382442474365, 0.0866260677576065, 0.14046844840049744, -0.19814155995845795, -0.22868311405181885, -0.3071534335613251, -0.03559604659676552, -0.14107079803943634, 0.3291812837123871, -0.058221131563186646, 0.11393896490335464, -0.3072355389595032, 0.16853629052639008, -0.21237821877002716, -0.06827842444181442, 0.21046991646289825, -0.14162655174732208, -0.2677956819534302, 0.1565110683441162, -0.3820393681526184, 0.3115999698638916, 0.04801088944077492, 0.010789722204208374, -0.2388773113489151, -0.2979058027267456, -0.212566539645195, -0.13155867159366608, -0.3009447157382965, 0.1405152827501297, -0.2500692307949066, 0.12603223323822021, 0.5385450720787048, -0.23073498904705048, 0.16601693630218506, 0.2453959584236145, 0.05360349267721176, 0.22231601178646088, 0.1786092221736908, -0.16008347272872925, 0.24983060359954834, -0.12409554421901703, 0.38563835620880127, -0.25028136372566223, -0.042334023863077164, -0.08724457025527954, -0.22694382071495056, 0.11240023374557495, 0.18095509707927704, -0.12545371055603027, -0.02211381308734417, -0.14901147782802582, -0.25764012336730957, 0.07376038283109665, -0.16229018568992615, -0.06313404440879822, 0.24018758535385132, 0.006270304322242737, -0.3051765561103821, -0.0741637796163559, 0.06733725219964981, -0.20010679960250854, 0.20414981245994568, -0.22736528515815735, -0.11540422588586807, 0.028150714933872223, 2.053912878036499, -0.294859379529953, 0.14375725388526917, 0.010495890863239765, -0.09607776999473572, -0.18613675236701965, 0.19712196290493011, 0.03396036475896835, 0.1474406123161316, -0.051816537976264954, -0.16482876241207123, -0.37540385127067566, -0.16300217807292938, -0.06918275356292725, -0.37502506375312805, -0.08478648960590363, -0.032434433698654175, 0.7934274077415466, 0.2923814356327057, 0.22880235314369202, -0.2707762122154236, -0.12258251011371613, -0.17426955699920654, 0.11502831429243088, -0.04713050276041031, -0.4735693037509918, -0.08498840034008026, 0.4017370343208313, -0.08984994888305664, -0.04363584518432617, 0.001038484275341034, 0.5300344228744507, -0.411921888589859, -0.49944549798965454, 0.039543960243463516, -0.07013505697250366, -0.08917157351970673, -0.21675248444080353, 0.040557779371738434, -0.18996888399124146, 0.07227201759815216, 0.18217378854751587, 0.08337073028087616, 0.2923606336116791, 0.5395619869232178, 0.29958540201187134, 0.09520792961120605, -0.3791113793849945, -0.18533580005168915, -0.36664441227912903, -0.14146897196769714, 0.24412132799625397, -0.24877886474132538, -0.20467454195022583, -0.014379629865288734, -0.21276670694351196, 0.12855756282806396, -0.010703525505959988, -0.17350420355796814, -0.7689869403839111, -0.2970256805419922, -0.16802413761615753, 0.14962150156497955, 0.1855776458978653, -0.35043564438819885, 0.021714264526963234, 0.23177725076675415, 0.21196109056472778, -0.2574271857738495, -0.025637060403823853, -0.14565731585025787, 0.22727689146995544, 0.2411195933818817, -0.1511353850364685, -0.1345503181219101, 0.04664089158177376, -0.05144846439361572, -0.08863865584135056, -0.22728437185287476, -0.04461129382252693, -0.37419313192367554, -0.12394312024116516, -0.36622416973114014, 0.021173134446144104, -0.009851112961769104, -0.12648390233516693, -0.2806702256202698, 2.39022159576416, -0.2698533236980438, 0.07387348264455795, 0.22078995406627655, -0.10662026703357697, 0.08297646045684814, -0.3826240003108978, 0.07222555577754974, -0.1701097935438156, 0.10454542934894562, 0.15339669585227966, -0.12166203558444977, -0.11073537170886993, 0.042814191430807114, -0.1544395387172699, -0.09897501766681671, 0.05890382453799248, -0.10566572844982147, -0.12648354470729828, 0.4115449786186218, -0.1292664259672165, 0.35725951194763184, -0.4297313988208771, 0.08521196246147156, 0.10996893048286438, 0.01582876220345497, -0.2240179479122162, -0.015793349593877792, 0.20882262289524078, 0.004271149635314941, -0.030806615948677063, 0.018904145807027817, -0.0672103613615036, -0.1614268720149994, -0.3307594060897827, 0.020857790485024452, 0.3386721611022949, -0.27265873551368713, 0.04924793541431427, -0.1118125393986702, -0.001834610477089882, -0.23906224966049194, 0.09814836829900742, -0.05762796103954315, -0.2679066061973572, 0.2387440800666809, -0.3853476047515869, -0.40980401635169983, -0.33404919505119324, -0.13230597972869873, 0.041363347321748734, -0.004887524992227554, 0.043410688638687134, -0.017788708209991455, 0.11250641942024231, -0.2696772813796997, -0.040798354893922806, -0.1624382585287094, 0.11133591085672379, 0.333383709192276, -0.03974451869726181, -0.2433289736509323, -0.1295957714319229, 0.26056331396102905, -0.09546364843845367, -0.33640241622924805, 0.10374560952186584, 0.3113584816455841, 2.304037094116211, -0.03992457315325737, 0.846701443195343, -0.4817657768726349, -0.3677510917186737, 0.18970271944999695, 0.14782197773456573, -0.10822062194347382, -0.5082643628120422, 0.2959868311882019, -0.2368820160627365, -0.04890863224864006, -0.26592254638671875, -0.27542975544929504, -0.15232622623443604, -0.19499683380126953, -0.012157918885350227, -0.3627850115299225, 0.6951159834861755, 0.4015999138355255, 0.0272073857486248, 0.4511905610561371, 0.024623852223157883, 0.036605846136808395, -0.08969441801309586, -0.3664148449897766, 0.14253726601600647, -0.15395678579807281, -0.261156290769577, -0.15800924599170685, -0.027670130133628845, 0.13557972013950348, 0.13140654563903809, -0.34596961736679077, 0.4409523010253906, -0.02208682894706726, -0.06990759074687958, -0.07592273503541946, -0.12889079749584198, 0.03941080719232559, 0.14557433128356934, -0.149652361869812, -0.09461716562509537, -0.05446586012840271, 0.5004889369010925, 0.13661380112171173, -0.16891610622406006, 0.07524073868989944, 0.5259933471679688, -0.02752760611474514, 0.4569322168827057, -0.15730628371238708, 0.37116268277168274, -0.1735166311264038, -0.002182270400226116, 0.3199211657047272, -0.06666362285614014, -0.31634509563446045, -0.4910314977169037, 0.7946486473083496, -0.04213662073016167, -0.5166971683502197, -0.15723152458667755, -0.3163263499736786, 0.062138114124536514, 0.039178069680929184, -0.06791314482688904, -0.055753421038389206, -0.1599285751581192, 0.2506674528121948, -0.4257875680923462, -0.31507861614227295, 0.3008575439453125, -0.0016325302422046661, 0.12311877310276031, -0.16129671037197113, -0.22685179114341736, -0.21575701236724854, -0.295245498418808, -0.1135607436299324, 0.11180311441421509, -0.1597341001033783, 0.08980312943458557, 3.2278194427490234, -0.21990498900413513, 0.08299856632947922, -0.13940897583961487, -0.05990771949291229, -0.1802453249692917, -0.007059183903038502, 0.858704149723053, -0.008919663727283478, -0.05057390034198761, -0.09096229821443558, -0.07578157633543015, -0.016488343477249146, 4.167344093322754, -0.5114089250564575, 0.002352207899093628, 0.30257993936538696, 0.2482503056526184, -0.3484986126422882, 1.2173446416854858, -0.29876792430877686, -0.030730703845620155, -0.3066690266132355, -0.1579309105873108, 0.1526724249124527, 0.02243335358798504, 0.07230238616466522, -0.09236979484558105, 0.004108060151338577, -0.21039150655269623, -0.20692317187786102, -0.003488704562187195, -0.18991927802562714, -0.5063408017158508, -0.17903810739517212, 0.04553057998418808, -0.14856860041618347, -0.19638749957084656, -0.1169135719537735, -0.16083978116512299, 0.0028046853840351105, 0.004580419510602951, -0.05039086937904358, 0.0703723356127739, 0.018123716115951538, 0.3021741211414337, 0.053364310413599014, -0.22128069400787354, -0.18979087471961975, -0.030203096568584442, -0.13971935212612152, 0.15593209862709045, -0.4423023462295532, 0.03073466755449772, 0.04880065843462944, -0.03453995659947395, -0.0014342349022626877, -0.044894322752952576, -0.36775675415992737, 0.008169526234269142, -0.27211710810661316, 0.050464726984500885, -0.06404384225606918, -0.1267753541469574, -0.05740220844745636, -0.3373112082481384, -0.09052494168281555, -0.3152850568294525, -0.14394167065620422, 0.006520552560687065, -0.05334194749593735, 0.23930177092552185, -0.2407892346382141, 0.10878171026706696, 0.0863017812371254, -0.21895518898963928, -0.29177409410476685, -0.18206939101219177, -0.20217297971248627, -0.14961908757686615, 0.5199387073516846, 0.004616953432559967, 0.1156168133020401, 0.0954594761133194, 0.059251636266708374, 0.028124717995524406, -0.13160823285579681, -0.26314303278923035, -0.2757470905780792, -0.13332140445709229, -0.1099671721458435, 0.1906910240650177, -0.2389894723892212, -0.1349332183599472, -0.03322606161236763, -0.12582434713840485, -0.38082894682884216, -0.266648530960083, -0.003773421049118042, -0.03219473361968994, 0.15663401782512665, 0.03047829493880272, -0.12462113797664642, -0.02821381203830242, -0.160539448261261]\n",
"Label: 5, vector: [0.29068610072135925, 0.12026891112327576, -0.2243867814540863, -0.05388055369257927, -0.07731958478689194, 0.26798656582832336, -0.5293969511985779, -0.3117527365684509, -0.11564253270626068, -0.13538210093975067, 0.4725593328475952, -0.06360797584056854, -0.1290535181760788, -0.4659542441368103, -0.05054613947868347, -0.1452643722295761, 0.02343108132481575, -0.3477798402309418, -0.3007715344429016, -0.138813316822052, 0.1497352421283722, 0.3930722773075104, -0.5895945429801941, -0.3437294065952301, -0.47933727502822876, -0.05703333020210266, 0.4881570041179657, 0.06311797350645065, 0.09749440848827362, 0.24268239736557007, -0.37803083658218384, -0.03282211720943451, 0.24713832139968872, 0.10267440974712372, -0.13321150839328766, -0.07411343604326248, 0.11241042613983154, -0.41071978211402893, 0.2383906990289688, -0.17978987097740173, -0.07458901405334473, 0.2176765501499176, -0.15852338075637817, 0.28625011444091797, 0.159284308552742, -0.14165401458740234, -0.2616606056690216, 0.29866230487823486, -0.100164033472538, -0.45815661549568176, -0.2877388596534729, 0.2786653935909271, 0.024586275219917297, -0.24277697503566742, -0.14774182438850403, -0.3275160491466522, -0.482160359621048, -0.18426449596881866, -0.3240651488304138, 0.6430197954177856, -0.2627394497394562, -0.3810683488845825, -0.1611136645078659, -0.04777761921286583, 0.3480522632598877, 0.09468556940555573, 0.22049656510353088, -0.5930233001708984, 0.19409441947937012, -0.2002354860305786, 0.15162146091461182, -0.13438951969146729, -0.032023217529058456, 1.0399729013442993, -0.36825549602508545, -0.20712047815322876, -0.22165048122406006, -0.39619916677474976, 0.29411083459854126, -0.29746055603027344, 0.5824663043022156, -0.11229343712329865, -0.09945070743560791, 0.3220846652984619, -0.42698195576667786, -0.42147302627563477, -0.07382786273956299, -0.21497933566570282, -0.10304548591375351, -0.2390444278717041, -0.11594779044389725, -0.045687951147556305, 0.5290817618370056, -0.07189709693193436, -0.17179301381111145, 0.4651503562927246, -0.36674171686172485, -0.16648681461811066, 0.29551562666893005, -0.01004646997898817, 0.020951732993125916, 0.017485182732343674, -0.23540982604026794, 0.4044947326183319, -0.2996675670146942, -0.39053425192832947, -0.1942814588546753, -0.1237628310918808, -0.05649702623486519, -0.06556183099746704, -0.0948520302772522, 0.0951562449336052, -0.3947699964046478, 0.06922239810228348, -0.1274140626192093, -0.22382138669490814, 0.0025843679904937744, 0.08611610531806946, -0.21942977607250214, -0.30238771438598633, -0.024432044476270676, -0.16698938608169556, 0.06884497404098511, -0.48307371139526367, -0.3814437985420227, -0.23552176356315613, 0.45171353220939636, -0.23210135102272034, 0.3423421382904053, -0.1929156631231308, -0.12188875675201416, -0.2834157645702362, -0.20747743546962738, -0.23877152800559998, -0.06689371168613434, 0.15559731423854828, -0.002259831875562668, -0.30556154251098633, -0.49975961446762085, -0.187081977725029, -0.06053350865840912, -0.21473248302936554, -0.10266327857971191, -0.2634432315826416, -0.1498280167579651, -0.08176929503679276, 0.00527070090174675, -0.10864313691854477, 0.11224813014268875, 0.32924020290374756, 0.08943825215101242, 0.0407983735203743, 0.0841231569647789, 0.02828310802578926, 0.09694287925958633, 0.08517805486917496, -0.14316733181476593, -0.0776548683643341, -0.12912678718566895, -0.013337389566004276, -0.1842256784439087, 0.22286884486675262, -0.003144174814224243, 0.15159115195274353, -0.3174057602882385, 0.09519699960947037, -0.2745353877544403, -0.036661066114902496, 0.059830039739608765, -0.1052909642457962, -0.12531106173992157, -0.27416861057281494, -0.07744051516056061, -0.04024459049105644, 0.16712304949760437, -0.11891376972198486, -0.24633529782295227, 0.21554189920425415, -0.00701711094006896, -0.15788838267326355, -0.14576274156570435, -0.04256647080183029, 0.12764789164066315, -0.07126219570636749, 0.13071824610233307, 0.15101358294487, -0.09029146283864975, 0.007191569544374943, 0.018436428159475327, 0.005890462547540665, 0.21350230276584625, 0.022593094035983086, -0.06429173052310944, -0.1594349592924118, 0.3535533845424652, 0.13395649194717407, -0.1407691240310669, -0.0458892397582531, -0.12290225178003311, 0.08060379326343536, -0.12306296825408936, -0.2604280114173889, -0.013131201267242432, 0.03777308762073517, 0.15969282388687134, -0.09240010380744934, 0.014433586038649082, 0.042517997324466705, 0.021783573552966118, 0.03987748548388481, -0.034944720566272736, -0.12110427021980286, 0.150732159614563, -0.20996667444705963, -0.1528836190700531, -0.23829378187656403, 0.09865546226501465, 0.05922877788543701, -0.2553434371948242, -0.033934950828552246, 0.1644006371498108, 0.05456409230828285, 0.09238843619823456, -0.08549011498689651, -0.27337074279785156, -0.06660400331020355, 0.0810106098651886, 0.06646358966827393, 0.06844700872898102, 0.06453879177570343, 0.0539204478263855, -0.07052294164896011, -0.1965501457452774, -0.25607389211654663, 0.020436685532331467, 0.10444534569978714, -0.03809741884469986, -0.07584983110427856, -0.23713840544223785, -0.012141600251197815, -0.1615084409713745, -0.012522337958216667, -0.2641245722770691, -0.17129197716712952, 0.01549537293612957, -0.1703774631023407, -0.14685559272766113, -0.10314816236495972, -0.09316019713878632, -0.1580137312412262, 0.1739780157804489, -0.0873965471982956, -0.02002103440463543, -0.0993751659989357, -0.10608820617198944, -0.07291801273822784, -0.041243020445108414, -0.07357385009527206, -0.02394162118434906, -0.04464046657085419, -0.09184722602367401, -0.2124464511871338, -0.007179073989391327, -0.11594449728727341, -0.20348268747329712, -0.1984112709760666, -0.07158096879720688, -0.0928436666727066, 0.11622301489114761, -0.17682817578315735, 0.11505754292011261, -0.094764344394207, -0.17305873334407806, 0.01763267070055008, 0.21908998489379883, -0.05243300646543503, 0.16486035287380219, 0.1567801982164383, 0.10695409774780273, 0.08043541014194489, -0.11761936545372009, 0.05638629198074341, -0.17148667573928833, -0.04376298934221268, -0.08899717032909393, 0.12095905840396881, 0.20662042498588562, -0.09410616755485535, -0.11890222877264023, -0.07157335430383682, -0.09991241991519928, -0.010935061611235142, -0.04211835563182831, -0.11864220350980759, 0.10756250470876694, -0.16352051496505737, 0.05974866449832916, -0.11340789496898651, -0.10281214118003845, -0.08940664678812027, 0.030968215316534042, -0.1250632107257843, 0.4550330638885498, 0.3095213770866394, -0.2108287513256073, -0.475849449634552, -0.12205111980438232, -0.2280827909708023, -0.045184724032878876, -0.06319182366132736, 0.07146750390529633, -0.01325247623026371, -0.1621890813112259, 0.034961849451065063, -0.047156400978565216, 0.04877633601427078, -0.1583489179611206, 0.057453304529190063, 0.3735125660896301, 0.2985380291938782, 0.06020214036107063, -0.23543241620063782, 0.1571677327156067, -0.13166409730911255, 0.10397355258464813, 0.09470760822296143, 0.24702586233615875, -0.25889852643013, -0.1331319957971573, -0.27657824754714966, 0.11551156640052795, 0.26328855752944946, -0.09904608875513077, -0.05306093022227287, 0.14616450667381287, 0.2346518486738205, -0.32732880115509033, 0.2682284712791443, -0.029955562204122543, 0.09021852910518646, -0.3015446960926056, 0.26258692145347595, 0.05768962204456329, -0.21856912970542908, -0.19873686134815216, 0.0827251523733139, -0.42529526352882385, -0.2089553028345108, -0.5841220021247864, 0.14483274519443512, 0.1407981663942337, 0.16288119554519653, -0.00042583607137203217, 0.247046560049057, -0.16670751571655273, -0.036853987723588943, 0.014729474671185017, 0.42234742641448975, 0.020665239542722702, 0.21961674094200134, 0.08619524538516998, 0.18315041065216064, -0.14722847938537598, 0.004484161734580994, 0.014775305986404419, -0.15587519109249115, -0.08396691828966141, -0.1540890634059906, 1.3824959993362427, -0.5185447335243225, -0.08731663227081299, 0.6772031188011169, -0.15092581510543823, -0.14412058889865875, 0.26010435819625854, -0.32707729935646057, 0.06397666037082672, 0.20621557533740997, -0.014516927301883698, -0.2399420440196991, 0.45219096541404724, 0.2015029937028885, -0.01583104394376278, -0.005955670028924942, 0.08382490277290344, -0.012727949768304825, 0.20095078647136688, 0.2962714731693268, 0.008663572371006012, 0.2177218645811081, -0.04093198478221893, -0.18117225170135498, 0.43000319600105286, 0.06322438269853592, 0.1642906367778778, 0.09508591145277023, -0.21860764920711517, -0.3431680202484131, -0.2942276895046234, 0.22369208931922913, 0.14409631490707397, -0.2063697725534439, 0.03642940893769264, 0.7527455687522888, 6.761437892913818, 2.8829329013824463, 0.09050785005092621, 0.26676031947135925, -0.15686975419521332, -0.1518346071243286, -0.3329557478427887, -0.09487217664718628, -0.13119156658649445, 0.2586422860622406, -0.03375251591205597, -0.32642972469329834, 0.09266072511672974, 0.17799611389636993, 0.05705426260828972, 0.2785983085632324, -0.22708266973495483, -0.4121169149875641, 0.1354500651359558, -0.08132074773311615, -0.30608242750167847, -0.2358255237340927, 0.0825556144118309, -0.009425774216651917, -0.3069477081298828, -0.12555275857448578, -0.1845034956932068, 0.11806458234786987, 0.09751379489898682, 0.0710381492972374, -0.10392837971448898, -0.25560981035232544, 0.1229894757270813, -0.4367981553077698, -0.05629466474056244, -0.04781452193856239, -0.11180074512958527, -0.050450026988983154, -0.09989066421985626, 0.07259777188301086, -0.4635103642940521, -0.2928365468978882, -0.0039973873645067215, -0.2029666304588318, -0.1196967288851738, 0.024493210017681122, 0.1668356955051422, 0.14820779860019684, -0.3150096535682678, 0.09301503002643585, -0.22909589111804962, 0.024603765457868576, 0.13788321614265442, -0.18951807916164398, -0.3166901469230652, 0.030530599877238274, -0.5746266841888428, 0.13685324788093567, 0.3731517791748047, -0.10691990703344345, 0.1910267025232315, -0.013643241487443447, 0.039546526968479156, -0.12885263562202454, -0.365871787071228, 0.13651250302791595, -0.010598443448543549, -0.48605406284332275, 0.06193774566054344, 0.45340025424957275, -0.04890384525060654, -0.2008758932352066, -0.3087001144886017, 0.12234912812709808, 0.2681381404399872, -0.1782437562942505, 0.05664418637752533, -0.0939415693283081, -0.15508167445659637, -0.059701841324567795, -0.25903254747390747, -0.26243913173675537, 0.02261100895702839, 0.13742798566818237, -0.04333502799272537, -0.6266762018203735, 0.18510305881500244, 0.07067325711250305, -0.17253270745277405, 0.23475375771522522, 0.2955576479434967, -0.01012350246310234, -0.1208406537771225, -0.1488441377878189, -0.420826256275177, 0.3904262185096741, 0.18971037864685059, 0.04233275353908539, 0.006900463253259659, 0.48277491331100464, -0.2677743136882782, -0.12169134616851807, -0.2587883770465851, 0.04561419412493706, -0.04942203685641289, -0.36426690220832825, -0.20034290850162506, -0.019284769892692566, 0.4626847207546234, -0.20274820923805237, 0.4811769425868988, -0.09690549224615097, 0.09808799624443054, -0.3176860511302948, -0.3113834857940674, -0.34238794445991516, 0.1328621357679367, -0.18523700535297394, 0.03292372450232506, -0.32457512617111206, 0.2036522626876831, 0.023000067099928856, -0.009719034656882286, -0.19151952862739563, -0.36214736104011536, 0.004795432090759277, 0.232033371925354, -0.02554658055305481, 0.009268678724765778, -0.2748055160045624, 0.08712334930896759, -0.11900515109300613, -0.4615803062915802, -0.02646336331963539, -0.11477843672037125, -0.0914277657866478, 0.11376792937517166, -0.32127895951271057, 0.005126389674842358, -0.2877664864063263, -0.3479681611061096, -0.3632009029388428, 0.18246634304523468, -0.32953381538391113, -0.026810569688677788, 0.07365727424621582, -0.021587712690234184, 0.17167584598064423, -0.02947411499917507, 0.02227926254272461, -0.07984376698732376, -0.15647172927856445, -0.22660253942012787, -0.0837983563542366, 0.0418134480714798, 0.5264595150947571, -0.16457302868366241, 0.4329492747783661, -0.21201473474502563, 0.32414543628692627, -0.18411292135715485, -0.3645508885383606, 0.03449438512325287, 0.15876415371894836, -0.13961991667747498, -0.1492537260055542, -0.17926882207393646, -0.28507107496261597, -0.32439708709716797, -0.03229329735040665, 0.2907280921936035, -0.0777747854590416, 0.38505247235298157, 0.169590562582016, 0.05605430528521538, 0.10799337178468704, -0.37960678339004517, -0.0780089944601059, -0.3483695685863495, 0.5520321130752563, 0.3363598585128784, 0.1730971336364746, 0.1186014711856842, 0.34420931339263916, 0.23421359062194824, 0.2171863466501236, -0.1670205295085907, 0.1259053498506546, -0.21009203791618347, 0.20640625059604645, 0.2216930091381073, -0.4719347059726715, -0.08045025169849396, -0.1536564826965332, 0.11766093224287033, 0.08602744340896606, 0.5000954866409302, -0.0935458391904831, 0.05115041881799698, -0.26608720421791077, 0.19892089068889618, -0.17345169186592102, 0.24140457808971405, -0.0010781660676002502, -0.13881845772266388, -0.0774989202618599, 0.22965112328529358, -0.4889328181743622, 0.17087534070014954, 0.12032956629991531, -0.0853443592786789, -0.06264559924602509, -0.13491494953632355, -0.1517554521560669, -0.04575666785240173, -0.10433077812194824, 0.8682083487510681, -0.170898899435997, 0.022093595936894417, 0.537003755569458, -0.12847404181957245, -0.42613527178764343, 0.21390269696712494, -0.11061622202396393, 0.5013071894645691, 0.2846510112285614, 0.2934618592262268, 0.2279437631368637, 0.005643466487526894, 0.3657428026199341, -0.4561595022678375, 0.1313839554786682, -0.07895301282405853, -0.30929094552993774, 0.2687905430793762, 0.18444280326366425, -0.16912589967250824, 0.11805865168571472, -0.15457214415073395, -0.25979921221733093, 0.14291369915008545, -0.36407577991485596, -0.09055459499359131, 0.08877819776535034, 0.20906195044517517, -0.3678339123725891, -0.23301038146018982, 0.12472457438707352, -0.3325871229171753, 0.11638712882995605, -0.05206675082445145, -0.04945731908082962, -0.03902183845639229, 1.0021077394485474, -0.19940833747386932, 0.1674973964691162, -0.062090080231428146, -0.14135409891605377, 0.1898503303527832, 0.02687946893274784, 0.1336841732263565, 0.32679635286331177, 0.13058122992515564, -0.18344023823738098, -0.23807145655155182, -0.04549555107951164, -0.0691816434264183, -0.3529616594314575, -0.22722186148166656, 0.16008174419403076, 0.4522579312324524, 0.4256645739078522, 0.1437108963727951, -0.10055400431156158, -0.0064163850620388985, -0.16026224195957184, 0.19040733575820923, 0.7946232557296753, -0.16037791967391968, 0.19025616347789764, 0.6876230835914612, -0.1910814493894577, -0.103377565741539, -0.021295180544257164, 0.5714898109436035, -0.46927446126937866, -0.42035651206970215, 0.24986940622329712, -0.2028965950012207, -0.18175044655799866, -0.2511567771434784, -0.1737697273492813, -0.12744110822677612, 0.09848063439130783, -0.29664936661720276, 0.1938292235136032, -0.022601639851927757, 0.16409024596214294, 0.1340905725955963, 0.09099052846431732, -0.08419038355350494, -0.15600107610225677, -0.1113113984465599, -0.01453896053135395, 0.5203524231910706, -0.3994942307472229, -0.26405826210975647, -0.029798900708556175, -0.11255036294460297, 0.5285302996635437, 0.04206069931387901, 0.24829965829849243, -0.5699189305305481, -0.2773081958293915, -0.07481085509061813, 0.04247818887233734, 0.03547801077365875, -0.29644668102264404, 0.15717782080173492, 0.12029511481523514, 0.012369176372885704, -0.2707779109477997, 0.25098398327827454, -0.02350527048110962, 0.19244658946990967, 0.380637526512146, -0.18627935647964478, 0.12006917595863342, 0.299190491437912, -0.06751590967178345, -0.17036724090576172, -0.23554427921772003, -0.03596054017543793, -0.44106629490852356, -0.1582268476486206, -0.046451181173324585, -0.08307600021362305, -0.12747719883918762, -0.0034568989649415016, -0.20690110325813293, 1.3522508144378662, 0.005061350762844086, -0.0024776195641607046, 0.19010421633720398, -0.16290192306041718, 0.045819588005542755, -0.2812722325325012, -0.05931493639945984, 0.10636420547962189, 0.33163005113601685, 0.16981352865695953, -0.07384803891181946, -0.02417152188718319, -0.16458076238632202, -0.06453152745962143, 0.07991069555282593, 0.16231314837932587, -0.040538087487220764, -0.3174791932106018, 0.41115617752075195, -0.1306801587343216, 0.30950137972831726, -0.32003089785575867, 0.0444338358938694, 0.24270473420619965, 0.07969790697097778, -0.12007997930049896, 0.01332828775048256, 0.029615839943289757, -0.08262469619512558, 0.5837804675102234, -0.04298897460103035, 0.0654444694519043, -0.07441423088312149, -0.14556054770946503, 0.017289521172642708, -0.14639286696910858, -0.30314403772354126, 0.4065675139427185, -0.020204124972224236, 0.16269643604755402, -0.2475704848766327, -0.007061924785375595, 0.01121077686548233, 0.40718719363212585, 0.18775714933872223, -0.23351143300533295, -0.2285793423652649, -0.24990034103393555, -0.1364566683769226, -0.10349519550800323, 0.013436391949653625, 0.1145683228969574, -0.17402726411819458, 0.19926175475120544, -0.07125221192836761, 0.03917454183101654, -0.14183104038238525, 0.17402783036231995, 0.09249726682901382, 0.1651363968849182, -0.25607630610466003, -0.03168344497680664, 0.4268617630004883, 0.0437052920460701, -0.10486747324466705, 0.24287889897823334, 0.24400289356708527, 4.333093643188477, 0.08511975407600403, 0.6731297373771667, -0.4677566885948181, -0.19280579686164856, 0.214127779006958, 0.27121445536613464, -0.084142304956913, -0.4493483603000641, 0.18055269122123718, -0.17046959698200226, -0.1044410765171051, -0.28049859404563904, -0.2423831969499588, -0.23376180231571198, -0.08521672338247299, -0.08148743957281113, -0.39805200695991516, 0.33218181133270264, 0.21093076467514038, -0.2551288306713104, 0.16257326304912567, 0.1837552785873413, 0.8213209509849548, 0.07467296719551086, -0.2851940393447876, 0.2192448377609253, -0.30125221610069275, 0.03125503659248352, -0.13886132836341858, -0.2598781883716583, -0.14559201896190643, 0.26353561878204346, -0.4058816134929657, 0.4734457731246948, -0.4136318564414978, 0.029790649190545082, -0.08593974262475967, -0.2700512111186981, 0.3052700161933899, 0.2260756641626358, -0.1421053111553192, -0.06640331447124481, 0.1665133833885193, 0.3623955249786377, -0.01570165902376175, -0.19517889618873596, 0.32705754041671753, 0.18977247178554535, 0.1264636516571045, 0.020116157829761505, -0.16930967569351196, -0.28034353256225586, -0.19315943121910095, 0.07554981857538223, 0.25916290283203125, 0.0006058290600776672, -0.05987028777599335, -0.45134833455085754, 0.6005603075027466, -0.23171673715114594, -0.5346881747245789, -0.13652677834033966, -0.030026812106370926, 0.18579430878162384, -0.09386187791824341, 0.05401085689663887, -0.11737103760242462, -0.3669888973236084, 0.44117480516433716, -0.34191375970840454, -0.2950618863105774, 0.10076312720775604, 0.06955312192440033, 0.18772532045841217, -0.17508713901042938, -0.13436421751976013, -0.05560101568698883, -0.4650557339191437, -0.19264687597751617, 0.6355108618736267, -0.3485579192638397, 0.25519976019859314, 2.058049440383911, 0.009412265382707119, 0.14303863048553467, -0.06680244207382202, -0.07112850993871689, -0.15026292204856873, -0.07312116026878357, 0.8487580418586731, 0.03489362820982933, 0.09424053132534027, -0.06260433793067932, 0.04319251328706741, -0.05768270045518875, 3.590930461883545, -0.445530503988266, 0.08947987109422684, 0.3041050434112549, 0.25325146317481995, 0.07420340180397034, 0.45539233088493347, -0.13172972202301025, 0.047953829169273376, -0.18003647029399872, 0.04952221363782883, 0.13963846862316132, 0.05365808680653572, 0.21300671994686127, -0.2647891044616699, -0.009880390018224716, -0.09885882586240768, -0.038151875138282776, 0.007448472082614899, -0.21976624429225922, -0.23645006120204926, -0.32028868794441223, 0.0868493914604187, -0.054277561604976654, -0.15206807851791382, -0.12037143111228943, -0.15674534440040588, -0.018494192510843277, 0.06627851724624634, -0.07916560024023056, 0.27117279171943665, 0.07018240541219711, 0.23284722864627838, -0.06143537536263466, -0.1511344611644745, -0.10856202244758606, 0.02520952932536602, 0.038610152900218964, 0.2724095582962036, -0.20094266533851624, 0.15098290145397186, 0.017067113891243935, 0.11485226452350616, 0.09100836515426636, 0.03417297080159187, -0.19451893866062164, 0.03345527499914169, -0.23606891930103302, 0.2603628933429718, -0.12137768417596817, 0.03804280608892441, -0.040389738976955414, -0.18403005599975586, -0.09146571159362793, -0.18791984021663666, -0.11566916108131409, 0.0709354355931282, -0.13202516734600067, 0.0268055759370327, -0.1717735081911087, 0.0270345788449049, 0.15416879951953888, -0.15161551535129547, -0.19299793243408203, -0.30446797609329224, -0.06494196504354477, -0.10722967982292175, 0.23026452958583832, -0.12459651380777359, 0.1382060945034027, 0.06325288116931915, 0.0068197716027498245, -0.008488573133945465, -0.1712968647480011, -0.051119364798069, -0.25879916548728943, -0.05010387301445007, 0.05658603832125664, 0.3073025345802307, -0.12479093670845032, 0.12097328156232834, 0.023364003747701645, -0.027160782366991043, -0.3511756956577301, -0.15734928846359253, 0.08991716802120209, 0.021942853927612305, 0.20916111767292023, 0.003505484666675329, 0.05413559079170227, 0.051231738179922104, -0.12084595859050751]\n",
"Label: 5, vector: [0.3076171278953552, 0.10009537637233734, -0.17065666615962982, 0.12707418203353882, -0.03893262520432472, 0.5169637799263, -0.6720191240310669, -0.3940022885799408, -0.0918426364660263, -0.3224962055683136, 0.4829195737838745, 0.11042684316635132, 0.042865630239248276, -0.4712730944156647, -0.16156801581382751, -0.17464038729667664, 0.16940461099147797, -0.3754007816314697, -0.47067371010780334, -0.16593769192695618, 0.13830789923667908, 0.8499596118927002, -0.5536781549453735, -0.32273536920547485, -0.3299080729484558, -0.12343540042638779, 0.5602496862411499, -0.10745309293270111, 0.07715189456939697, 0.3483262360095978, -0.2762526273727417, -0.08954490721225739, 0.305001437664032, -0.029899340122938156, -0.25991010665893555, -0.19759532809257507, 0.061649516224861145, -0.4036348760128021, 0.30458754301071167, 0.39257997274398804, -0.2853424847126007, 0.21206530928611755, -0.03645932301878929, 0.35561463236808777, 0.21284767985343933, -0.07549751549959183, -0.09678977727890015, 0.31734517216682434, -0.059201836585998535, -0.5049956440925598, -0.22588993608951569, 0.3670705258846283, 0.07903480529785156, -0.1679498255252838, -0.25760072469711304, -0.2998030185699463, -0.44874507188796997, -0.18140798807144165, -0.2168733924627304, 0.36689096689224243, -0.22150088846683502, -0.3945827782154083, -0.2474314272403717, -0.16465291380882263, 0.4410537779331207, 0.08305297791957855, 0.184543639421463, -0.5435435771942139, 0.3225114047527313, -0.04827988147735596, 0.03112354874610901, -0.06162122264504433, -0.18319518864154816, 1.1585246324539185, -0.3065917193889618, -0.11834713816642761, -0.17746621370315552, -0.3759685754776001, 0.3197801113128662, -0.35486388206481934, 0.6212643384933472, -0.16208364069461823, 0.003025086596608162, 0.20038248598575592, -0.5385814309120178, -0.4816734194755554, -0.08782489597797394, -0.31274327635765076, -0.08049041777849197, -0.23473821580410004, -0.21540924906730652, 0.039790455251932144, 0.9895933866500854, -0.1334872543811798, -0.15958622097969055, 0.32044869661331177, -0.3584052622318268, -0.3639834225177765, 0.33558809757232666, 0.0821252316236496, -0.12399056553840637, 0.07478474080562592, -0.2120213508605957, 0.5717853903770447, -0.10895313322544098, 0.07127739489078522, 0.11922009289264679, -0.09803049266338348, 0.08287066221237183, -0.08843718469142914, -0.08726434409618378, 0.0398000068962574, -0.49303749203681946, -0.05129829794168472, -0.20354819297790527, -0.26048019528388977, -0.027609936892986298, -0.00964462012052536, -0.2648797929286957, -0.1532192975282669, -0.14865845441818237, -0.13962554931640625, 0.03084249421954155, -0.4513356685638428, -0.2650028169155121, -0.1939620077610016, 0.47119632363319397, -0.06541638821363449, 0.5748345851898193, -0.17613187432289124, -0.2029038667678833, -0.2552158236503601, -0.2288740575313568, -0.21812883019447327, -0.1695246696472168, 0.12402088195085526, -0.00019885040819644928, -0.3191976845264435, -0.45297783613204956, -0.30745890736579895, -0.28768667578697205, -0.28770312666893005, -0.02328554168343544, -0.5150655508041382, -0.022465281188488007, -0.21139347553253174, 0.18174658715724945, -0.10921093076467514, 0.09652148187160492, 0.2724401354789734, 0.25702476501464844, 0.40030166506767273, -0.1605192869901657, -0.24470996856689453, 0.23357464373111725, 0.29173269867897034, -0.08254508674144745, -0.09892924129962921, -0.12801231443881989, -0.0507332906126976, -0.10680776834487915, 0.29231637716293335, -0.07060671597719193, 0.162613183259964, -0.33437320590019226, 0.03234107792377472, -0.3686581552028656, -0.10783487558364868, 0.006759371608495712, -0.05650636926293373, 0.18310126662254333, -0.226882204413414, 0.08401428163051605, -0.03469700366258621, 0.3769344687461853, 0.25336164236068726, -0.3792140781879425, 0.6987384557723999, 0.08303631842136383, -0.07587986439466476, -0.16414722800254822, 0.206143319606781, 0.9526686668395996, -0.10787595063447952, 0.5235931277275085, 0.42370808124542236, 0.19921281933784485, 0.21130093932151794, 0.2528667449951172, 0.022193824872374535, 0.3484032452106476, 0.03617927432060242, 0.48863640427589417, 0.15924884378910065, 0.6790649890899658, -0.09951694309711456, 0.07664397358894348, -0.11720502376556396, 0.11347422003746033, 0.13651932775974274, -0.13845835626125336, -0.19374984502792358, 0.1574394404888153, 0.17545752227306366, 0.19364354014396667, 0.09808361530303955, 0.21505743265151978, 0.19881390035152435, -0.011570323258638382, 0.14223811030387878, -0.15006133913993835, 0.05868053436279297, 0.23799675703048706, 0.027182644233107567, -0.049465544521808624, -0.30122143030166626, 0.24380236864089966, 0.17983199656009674, -0.031165502965450287, 0.15198594331741333, 0.4540325403213501, 0.07194286584854126, -0.023583728820085526, -0.18554195761680603, -0.2699097692966461, 0.31055188179016113, 0.25516054034233093, 0.10064172744750977, 0.1846381574869156, -0.1355777382850647, 0.08883725106716156, 0.06107867509126663, -0.2882211208343506, -0.2105996161699295, 0.011614285409450531, 0.36631152033805847, -0.015077582560479641, -0.1242542415857315, -0.3824194669723511, -0.10305574536323547, -0.20309117436408997, 0.0915960818529129, -0.1728755384683609, 0.004319408908486366, 0.026856999844312668, -0.1642192006111145, -0.14403997361660004, -0.10073255002498627, 0.01439705304801464, -0.31313812732696533, 0.18955427408218384, -0.12385719269514084, 0.18302467465400696, 0.10017163306474686, 0.062138598412275314, 0.08191347122192383, -0.04896320030093193, -0.07768334448337555, -0.01726701855659485, -0.10906043648719788, 0.13685211539268494, 0.028936412185430527, 0.24938489496707916, -0.2045697420835495, -0.2664854824542999, -0.1554843932390213, 0.0077572595328092575, 0.18053758144378662, 0.5246691703796387, 0.09321185946464539, 0.1775195449590683, -0.07635980099439621, -0.09159794449806213, 0.19926570355892181, 0.2391241192817688, 0.018180040642619133, 0.20590952038764954, 0.15207360684871674, -0.060524601489305496, 0.2610085606575012, 0.08923126757144928, 0.21072903275489807, -0.0688079446554184, 0.16072362661361694, 0.13690990209579468, 0.19872945547103882, 0.49599793553352356, 0.09303022921085358, -0.14183397591114044, 0.003096013329923153, -0.043861351907253265, 0.26936742663383484, 0.18015223741531372, -0.06637340039014816, 0.2990212142467499, -0.15878301858901978, 0.17059266567230225, -0.2843277156352997, -0.03667920082807541, 0.21101997792720795, 0.013724975287914276, -0.13414719700813293, 0.3184567093849182, 0.3571866452693939, -0.14808401465415955, -0.3828250467777252, -0.24176084995269775, 0.06893649697303772, -0.1168886199593544, -0.0429961234331131, 0.18655169010162354, 0.23388254642486572, -0.17008435726165771, 0.15701007843017578, 0.10971448570489883, 0.1920364797115326, 0.008643660694360733, -0.01464528776705265, 0.32831165194511414, 0.12981285154819489, 0.1324782520532608, -0.32642340660095215, 0.1510261595249176, -0.07013382017612457, -0.12647652626037598, -0.03905055299401283, 0.14597001671791077, -0.27632811665534973, -0.26850616931915283, -0.29118284583091736, 0.016973568126559258, 0.1398891657590866, 0.019757363945245743, 0.24619995057582855, 0.23272088170051575, 0.709857702255249, -0.03772556036710739, 0.5286305546760559, 0.19306081533432007, 0.031390026211738586, -0.44988739490509033, 0.422463059425354, 0.020557992160320282, -0.10248997807502747, -0.22755970060825348, 0.02533850446343422, -0.30022528767585754, -0.2527817487716675, -0.34412020444869995, 0.21789979934692383, 0.3146267533302307, 0.091659776866436, -0.1364865005016327, 0.15973792970180511, 0.08976322412490845, 0.1975497007369995, 0.5960974097251892, 0.6241318583488464, 0.38780906796455383, 0.388702392578125, 0.16989250481128693, 0.10853869467973709, -0.01184837706387043, -0.013901053927838802, 0.7765666842460632, 0.12050910294055939, -0.009006177075207233, 0.32500433921813965, 1.6285512447357178, -0.24571460485458374, 0.15781617164611816, 1.0140966176986694, 0.2286708503961563, 0.2846265137195587, 0.7561317086219788, -0.057233214378356934, 0.32449427247047424, 0.5143235921859741, 0.22814229130744934, 0.1513863205909729, 0.8254789113998413, 0.6229085326194763, 0.3222719132900238, 0.142127126455307, 0.29102200269699097, -0.18576869368553162, 0.25004279613494873, 0.43772512674331665, 0.06225428730249405, 0.30564209818840027, -0.06973423808813095, -0.17859968543052673, 0.2817096710205078, 0.3974795937538147, 0.05930247902870178, 0.1611335277557373, -0.23716850578784943, -0.29319363832473755, -0.2317785918712616, 0.01724311150610447, 0.22723150253295898, -0.1769237518310547, -0.12601278722286224, 0.7024160623550415, 7.3073554039001465, 1.3200510740280151, 0.08534123748540878, 0.8110256791114807, -0.2859845757484436, -0.09069245308637619, -0.39912667870521545, -0.05872776359319687, -0.1704626977443695, 0.07953457534313202, -0.20130649209022522, -0.14105115830898285, 0.34622523188591003, 0.2545563578605652, -0.06724198162555695, 0.04308144003152847, -0.16658684611320496, -0.42956122756004333, 0.15098056197166443, 0.2078685313463211, -0.4810859262943268, -0.396747350692749, -0.11038646847009659, -0.03214888647198677, -0.7341021299362183, -0.00828954391181469, -0.09896402060985565, 0.058848172426223755, 0.0685996413230896, -0.053237833082675934, -0.031172452494502068, -0.30439114570617676, 0.32093799114227295, -0.17211505770683289, 0.16402123868465424, -0.25457367300987244, 0.10198093950748444, -0.10439825057983398, -0.19206228852272034, 0.02348184585571289, -0.08150738477706909, -0.14914998412132263, -0.2636665105819702, -0.34389033913612366, 0.04821944236755371, 0.08337929844856262, 0.08611029386520386, 0.29520803689956665, -0.3601219654083252, -0.20362776517868042, -0.2073201984167099, -0.1015782281756401, 0.23577463626861572, -0.3135896623134613, -0.4603768587112427, -0.08238382637500763, -0.727927029132843, -0.025795647874474525, 0.3716001510620117, -0.13223160803318024, 0.05753236263990402, -0.05272034555673599, 0.25250670313835144, -0.144532710313797, -0.5668832659721375, 0.09690539538860321, 0.005455842241644859, -0.4886944591999054, -0.002304700668901205, 0.3237166404724121, 0.4180966019630432, -0.14206179976463318, -0.27694886922836304, -0.19056299328804016, 0.12001527845859528, -0.43160247802734375, -0.15556548535823822, -0.1388596147298813, -0.3404141366481781, -0.1878238320350647, -0.15504810214042664, -0.2040627896785736, -0.13717308640480042, 0.00883446168154478, -0.024990880861878395, -0.5835041999816895, 0.07688560336828232, -0.09675177931785583, 0.02148621343076229, 0.05178520083427429, 0.14936327934265137, -0.1691487431526184, -0.1388455331325531, -0.23676320910453796, -0.43036359548568726, -0.3105481266975403, -0.2057943344116211, 0.11047035455703735, -0.1310439556837082, 0.09646016359329224, -0.15800026059150696, -0.24484017491340637, -0.18627969920635223, 0.010522637516260147, -0.03436410427093506, -0.5031428337097168, 0.008521744050085545, 0.21814441680908203, 0.33830004930496216, -0.15445514023303986, 0.3892386257648468, -0.14399489760398865, 0.23670168220996857, 0.11137259006500244, -0.48509302735328674, -0.40990185737609863, 0.09716538339853287, -0.37905776500701904, 0.1272442489862442, -0.03678365424275398, 0.1730687916278839, 0.10848622024059296, 0.17736147344112396, -0.34829652309417725, -0.4912928640842438, -0.017815690487623215, 0.2020913064479828, -0.04375896230340004, -0.09288325905799866, -0.3111046254634857, -0.06562843173742294, 0.30499696731567383, -0.5274247527122498, -0.07197060436010361, -0.1193956732749939, -0.33307501673698425, 0.31829267740249634, -0.39331501722335815, 0.07084657996892929, -0.3511447012424469, -0.39397314190864563, -0.49837398529052734, 0.010141083970665932, -0.3537164032459259, -0.2074735164642334, -0.057371608912944794, -0.04259661212563515, -0.22725294530391693, -0.20332133769989014, -0.039917707443237305, -0.000964045524597168, -0.25185662508010864, -0.22248709201812744, 0.04397677630186081, -0.07021311670541763, 0.713916540145874, -0.46258172392845154, 0.6540806293487549, -0.42993253469467163, -0.09767299890518188, -0.18092244863510132, -0.5618934631347656, -0.09771373867988586, -0.0622086226940155, -0.07346610724925995, -0.08597695827484131, -0.31127381324768066, -0.4566405117511749, -0.41421183943748474, -0.18923664093017578, 0.10194563120603561, -0.35883474349975586, 0.31503331661224365, 0.30563879013061523, -0.062462132424116135, 0.10748817026615143, -0.3624868392944336, -0.31648263335227966, -0.39004480838775635, 1.3115050792694092, 0.21495240926742554, -0.0042746830731630325, -0.0018199775367975235, 0.2096187323331833, 0.13998043537139893, -0.01142885535955429, -0.2521039545536041, 0.07771974056959152, -0.21852539479732513, 0.0952589213848114, 0.0886196568608284, -0.10204651951789856, -0.2526313066482544, -0.05177296698093414, -0.10828360915184021, -0.04011615365743637, 0.5264836549758911, -0.10326889902353287, 0.12743651866912842, -0.3435247242450714, 0.15812882781028748, -0.21683435142040253, -0.24070169031620026, -0.11600735783576965, -0.3536423146724701, -0.17448154091835022, 0.041013143956661224, -0.5880150198936462, 0.8264955878257751, 0.28752732276916504, -0.0988297089934349, 0.0023072483018040657, 0.0007344745099544525, -0.3940422534942627, -0.36482739448547363, -0.05800246447324753, -0.17549577355384827, -0.13695086538791656, -0.05951564013957977, 0.18596403300762177, -0.3954009711742401, -0.23256200551986694, 0.18858611583709717, 0.0894262045621872, 0.41198650002479553, 0.2398107647895813, -0.21482664346694946, 0.1904064565896988, -0.27848270535469055, 0.5815951228141785, -0.23668068647384644, 0.04091517627239227, -0.25974443554878235, -0.23682385683059692, 0.16154758632183075, 0.057175252586603165, -0.26683759689331055, 0.01249401830136776, -0.10038504004478455, -0.28178760409355164, 0.02787824161350727, -0.2922849953174591, -0.2370826005935669, -0.05179690942168236, 0.12692303955554962, -0.4725380539894104, 0.07761235535144806, -0.12485300004482269, -0.5308321118354797, 0.16227777302265167, -0.3218081295490265, -0.1563156247138977, -0.11848514527082443, 0.7922558188438416, -0.1321801096200943, 0.044210996478796005, 0.14679019153118134, -0.22140070796012878, -0.22304685413837433, 0.05333957076072693, -0.008968141861259937, 0.46961918473243713, -0.04429160803556442, -0.018289383500814438, -0.11616259813308716, -0.09684718400239944, -0.007765784859657288, -0.15611632168293, -0.4746114909648895, -0.09468675404787064, 0.4717406630516052, 0.2280007302761078, 0.6724115610122681, -0.017977654933929443, -0.08439943194389343, -0.13309648633003235, 0.1294046938419342, 0.01911984756588936, -0.3864569664001465, -0.1364336609840393, 0.5441208481788635, -0.21000270545482635, -0.14500702917575836, 0.024956680834293365, 0.9240103960037231, -0.3400404155254364, -0.33449286222457886, 0.20682097971439362, -0.25757721066474915, -0.17912498116493225, -0.24701027572155, 0.013177987188100815, -0.11125289648771286, 0.057801254093647, -0.3168320059776306, -0.03511554002761841, -0.05505957454442978, 0.5563163757324219, 0.09214702248573303, 0.2695736587047577, -0.5078004002571106, -0.3442803621292114, -0.35173484683036804, -0.22313880920410156, 0.5205567479133606, -0.2667114734649658, -0.3442118167877197, -0.23921629786491394, -0.2008468359708786, 0.11264636367559433, 0.019859660416841507, -0.06146320700645447, -0.7067915201187134, -0.4968215823173523, -0.06703542917966843, -0.10907900333404541, 0.13571195304393768, -0.40675270557403564, -0.006849746685475111, 0.03074537217617035, 0.2666810154914856, 0.047837913036346436, 0.5730969309806824, -0.028836095705628395, 0.047155387699604034, 0.3447588384151459, 0.12484491616487503, 0.022911950945854187, 0.10204412043094635, 0.3537360429763794, -0.021212337538599968, -0.17086395621299744, -0.07154358923435211, -0.3766133487224579, -0.04128878191113472, -0.17058250308036804, -0.3666324317455292, -0.10653828084468842, -0.10441139340400696, 0.044754572212696075, 1.0352169275283813, -0.08347759395837784, -0.10182218998670578, 0.2172113060951233, 0.10191038250923157, -0.04802021384239197, -0.413140207529068, -0.1517459601163864, -0.047058094292879105, 0.4941863417625427, -0.10409970581531525, -0.29239609837532043, -0.08102281391620636, -0.23931583762168884, 0.6847718954086304, -0.19349966943264008, -0.07731786370277405, -0.18767668306827545, -0.6376506686210632, 0.39659062027931213, -0.21802100539207458, 0.6970362067222595, -0.243545264005661, -0.1271250694990158, 0.023959342390298843, -0.1704428642988205, -0.2861664295196533, -0.2930503785610199, 0.06367770582437515, -0.241257905960083, 0.11056701838970184, 0.07499556243419647, 0.02886640653014183, 0.04522661864757538, -0.23510149121284485, -0.12358344346284866, 0.0631149485707283, -0.25719451904296875, 0.19122646749019623, -0.08106780797243118, -0.22174876928329468, -0.38791364431381226, 0.20586147904396057, -0.1386624574661255, -0.2119273841381073, 0.10484832525253296, -0.22281716763973236, -0.2754287123680115, -0.19343337416648865, -0.09500045329332352, -0.002692628651857376, -0.01925644837319851, 0.18750470876693726, -0.24898821115493774, 0.05788499116897583, -0.3590039610862732, 0.02538134902715683, -0.3581908941268921, -0.2032282054424286, 0.2289954423904419, 0.356388121843338, -0.15905863046646118, -0.013162749819457531, 0.5854204297065735, 0.04193684458732605, -0.27709057927131653, -0.007448849268257618, 0.3150535821914673, 4.222131729125977, 0.15537406504154205, 0.4552817940711975, -0.42468711733818054, -0.08523014932870865, -0.1844157874584198, 0.23109716176986694, -0.17378218472003937, -0.41868630051612854, 0.20816904306411743, -0.37495750188827515, 0.04387914389371872, -0.3727780878543854, -0.25215309858322144, -0.3288966119289398, -0.21488896012306213, 0.08914672583341599, -0.4813390076160431, 0.6052334904670715, 0.3388318717479706, -0.3176679313182831, 0.7036384344100952, -0.056328676640987396, -0.22719928622245789, -0.12706296145915985, -0.3474445343017578, -0.07025431096553802, -0.21261835098266602, 0.09630957245826721, -0.2610301971435547, -0.3011734187602997, 0.09344476461410522, 0.03112124651670456, -0.0848846435546875, 0.01274668239057064, -0.5364174842834473, -0.22828269004821777, -0.1651771366596222, -0.05607929825782776, 0.10791754722595215, 0.1996568888425827, -0.1406794786453247, -0.16398879885673523, -0.1551150530576706, 0.811437726020813, 0.1286359578371048, -0.3520369529724121, -0.015775088220834732, 0.07061273604631424, -0.022670689970254898, 0.07798213511705399, -0.15691468119621277, -0.024689853191375732, -0.27310824394226074, 0.1681527942419052, 0.47179320454597473, -0.10344763845205307, -0.35252073407173157, -0.2679479718208313, 0.31528791785240173, -0.04971637204289436, -0.5915966629981995, -0.298856645822525, -0.05019603297114372, 0.09882844984531403, -0.22359924018383026, -0.011346481740474701, -0.25105783343315125, -0.22295008599758148, 0.4550371766090393, -0.49810513854026794, -0.5295724868774414, 0.21825477480888367, -0.09274350106716156, -0.10364771634340286, -0.003917117603123188, -0.21201875805854797, -0.08325912803411484, -0.4482575058937073, -0.3852812349796295, -0.07940700650215149, -0.22922034561634064, -0.004743458703160286, 2.797847032546997, -0.09579990804195404, -0.10019191354513168, -0.25333577394485474, -0.004038326442241669, -0.2631984055042267, 0.019824180752038956, 0.13547489047050476, -0.042119886726140976, 0.011436350643634796, -0.28374558687210083, -0.05630224943161011, -0.20763704180717468, 4.123574256896973, -0.36293643712997437, -0.025725483894348145, 0.4793468415737152, 0.21612289547920227, 0.10585854947566986, 0.20426243543624878, -0.1873348206281662, -0.22395825386047363, -0.32506561279296875, -0.018805842846632004, 0.24434803426265717, 0.09234405308961868, 0.23294241726398468, -0.18196174502372742, -0.0009420905262231827, -0.08709894865751266, 0.04342037811875343, -0.19967365264892578, -0.23584705591201782, -0.35685738921165466, -0.25235360860824585, -0.05556441843509674, -0.10965058952569962, -0.22720524668693542, -0.1642855405807495, -0.09028271585702896, -0.12939149141311646, 0.010424826294183731, -0.0858113244175911, 0.305059552192688, -0.03922537341713905, 0.16134366393089294, -0.17418114840984344, -0.11488112807273865, -0.03857620060443878, -0.08008819073438644, 0.05804655700922012, 0.19098994135856628, -0.15288430452346802, -0.01322261057794094, 0.08650975674390793, 0.000914059579372406, 0.09216588735580444, -0.04227885231375694, -0.3611495792865753, 0.08756640553474426, -0.2934698164463043, 0.1366995871067047, -0.15414561331272125, 0.3426629900932312, -0.037941984832286835, -0.14480018615722656, 0.06349553912878036, -0.32752901315689087, -0.11064119637012482, 0.03268607333302498, -0.13155731558799744, 0.041156284511089325, -0.24730104207992554, -0.031179023906588554, -0.014171846210956573, -0.17292699217796326, -0.14985571801662445, -0.23253490030765533, -0.09620850533246994, -0.09445315599441528, 0.5256449580192566, 0.03513389825820923, 0.23711353540420532, 0.008868733420968056, 0.06755006313323975, 0.06640970706939697, -0.3901909291744232, -0.21653692424297333, -0.12478452175855637, -0.20453795790672302, -0.051259174942970276, 0.22735027968883514, 0.032565467059612274, 0.04707043617963791, 0.04346349090337753, 0.02123440057039261, -0.3478425145149231, -0.24407562613487244, 0.042376063764095306, 0.21568043529987335, 0.05502285808324814, -0.03599238395690918, 0.06246928870677948, 0.06029346212744713, -0.2316296249628067]\n",
"Label: 5, vector: [0.47428393363952637, 0.058121539652347565, -0.27589866518974304, -0.17758560180664062, 0.17378124594688416, 0.33299440145492554, -0.6430903077125549, -0.4640145003795624, -0.2316560596227646, -0.3592642545700073, 0.48043063282966614, -0.24194802343845367, -0.309098482131958, -0.38055747747421265, -0.27204641699790955, -0.20041950047016144, -0.050192590802907944, -0.4694162905216217, -0.5790212750434875, -0.4477085471153259, -0.14572063088417053, 0.3965591490268707, -0.5549240112304688, -0.5843782424926758, -0.5814346075057983, -0.05396638438105583, 0.5281383991241455, -0.13026608526706696, -0.012404296547174454, 0.04887109622359276, -0.4131395220756531, -0.12180156260728836, 0.09181657433509827, -0.15386876463890076, -0.5074412226676941, -0.15908846259117126, 0.00047748349606990814, -0.44659191370010376, 0.3537774980068207, -0.3113580346107483, -0.24895313382148743, 0.1480211466550827, -0.17181935906410217, 0.21885628998279572, -0.1760232001543045, -0.21259745955467224, -0.364053875207901, 0.15432336926460266, -0.3439364731311798, -0.42817357182502747, -0.6831578016281128, 0.11425421386957169, 0.16053730249404907, -0.24316386878490448, -0.10341176390647888, -0.46850210428237915, -0.45577409863471985, -0.29923689365386963, -0.3072860538959503, 0.5044263601303101, -0.28665462136268616, -0.34293851256370544, -0.3341699242591858, 0.035657547414302826, 0.43035343289375305, 0.04741322994232178, 0.26897403597831726, -0.5998243689537048, 0.2216269075870514, -0.19554825127124786, 0.052515458315610886, -0.19839486479759216, -0.23529987037181854, 1.0932424068450928, -0.30887722969055176, -0.1166793704032898, -0.2988617420196533, -0.3708645701408386, 0.3706662356853485, -0.205589160323143, 0.6134759783744812, -0.43938255310058594, -0.24631357192993164, 0.288672536611557, -0.4807945191860199, -0.658125638961792, 0.08428993076086044, -0.07277172803878784, 0.02674463577568531, -0.2795083522796631, -0.2073948085308075, -0.12452548742294312, -0.021824438124895096, -0.3496414124965668, -0.27457985281944275, 0.444624662399292, -0.21632637083530426, -0.5237036943435669, 0.48461979627609253, 0.01636398769915104, 0.12077689170837402, 0.42425596714019775, -0.33947551250457764, 0.5592213869094849, -0.15861773490905762, -0.4940676689147949, -0.05527053400874138, 0.02555941976606846, -0.23945832252502441, -0.11032243072986603, -0.13346116244792938, 0.36189064383506775, -0.46615272760391235, 0.20475150644779205, -0.2611486315727234, -0.27207109332084656, -0.12972046434879303, 0.04147505760192871, -0.4297727346420288, -0.13549597561359406, -0.1797526478767395, -0.1931791752576828, -0.1376410722732544, -0.5079762935638428, -0.4660220146179199, -0.37120944261550903, 0.39944836497306824, 0.0205583106726408, 1.1389260292053223, -0.35149073600769043, -0.26626884937286377, -0.6900200247764587, -0.11850687861442566, -0.4052784740924835, 0.06005462259054184, 0.11492527276277542, 0.03086472861468792, -0.43271583318710327, -0.7685353755950928, -0.36332428455352783, -0.5295667052268982, 0.15110830962657928, -0.22763261198997498, 0.1097702607512474, -0.2558300495147705, -0.13301987946033478, -0.14756913483142853, -0.1980435848236084, -0.1283368319272995, 0.39904338121414185, 0.026148712262511253, 0.04345297813415527, 0.19991156458854675, -0.08814418315887451, -0.15853212773799896, -0.08788852393627167, -0.20725055038928986, 0.00385308638215065, -0.3026370108127594, 0.28047728538513184, -0.2108197808265686, 0.11855572462081909, -0.058098070323467255, -0.01871403679251671, -0.429596483707428, 0.26336273550987244, -0.2556908130645752, 0.25276684761047363, -0.2877357006072998, 0.007499339058995247, 0.2021643966436386, -0.23257674276828766, 0.052304960787296295, 0.26917099952697754, 0.14813381433486938, 0.19473551213741302, -0.018454093486070633, 0.43117207288742065, -0.09992225468158722, 0.12880118191242218, 0.0024568699300289154, 0.2644425630569458, -0.017925245687365532, 0.26202818751335144, -0.14140188694000244, 0.1720799207687378, -0.2197377234697342, -0.17050892114639282, 0.25224024057388306, -0.11489668488502502, 0.627263605594635, -0.03548668324947357, -0.03343941643834114, 0.1299835741519928, 0.53463214635849, -0.02833056077361107, -0.2981809675693512, -0.04665917530655861, 0.2993600368499756, 0.01699754409492016, -0.11445732414722443, -0.05658985301852226, -0.1583293378353119, -0.19572265446186066, -0.0442470982670784, -0.038347769528627396, 0.4111922085285187, 0.021695462986826897, -0.06361950933933258, -0.16589103639125824, 0.18304267525672913, 0.058643944561481476, 0.2740064859390259, -0.1909460574388504, 0.10205890238285065, -0.06916534900665283, 0.20353102684020996, 0.10428806394338608, -0.047591596841812134, -0.042810194194316864, 0.39894184470176697, 0.04777015373110771, 0.2768585681915283, 0.03169800341129303, -0.055289167910814285, 0.3108871877193451, 0.21382898092269897, 0.1863168627023697, 0.4816751182079315, 0.3130665123462677, -0.25091424584388733, 0.33910900354385376, 0.0997658222913742, 0.40167954564094543, 0.15243762731552124, 0.32807251811027527, 0.22172808647155762, -0.15949277579784393, -0.3865673542022705, 0.021527811884880066, 0.10999651253223419, 0.21312983334064484, -0.32656776905059814, -0.08480002731084824, 0.1433294117450714, -0.2784578204154968, 0.41527074575424194, -0.19699934124946594, -0.11587248742580414, -0.08263326436281204, 0.15660665929317474, -0.12207327038049698, -0.013997679576277733, 0.2665252685546875, 0.03682325780391693, -0.1445396989583969, -0.002769865095615387, 0.19980132579803467, -0.12618230283260345, -0.11444751918315887, -0.04311566427350044, 0.14818289875984192, -0.09053085744380951, -0.2758113443851471, -0.0545271597802639, -0.14371639490127563, -0.3605317771434784, -0.11190684139728546, 0.23236390948295593, -0.018748942762613297, 0.04583984613418579, -0.2713889181613922, -0.2787310481071472, -0.12008818984031677, 0.1711689680814743, -0.2564520835876465, 0.08650529384613037, 0.29162538051605225, 0.028795212507247925, -0.029555346816778183, -0.110457643866539, 0.027875330299139023, -0.36557403206825256, -0.1253947615623474, -0.16214649379253387, -0.0879686176776886, 0.14534953236579895, -0.1270899623632431, -0.10267861932516098, -0.030897080898284912, -0.10432002693414688, -0.11760967969894409, 0.13598281145095825, 0.010839205235242844, 0.4528466463088989, -0.020069342106580734, -0.0280392337590456, -0.09016983211040497, 0.018688172101974487, -0.07718789577484131, -0.14306941628456116, -0.16706109046936035, 0.39362531900405884, 0.2473364770412445, -0.3240235149860382, -0.6503962874412537, -0.19035319983959198, -0.19815397262573242, -0.19526122510433197, -0.2883185148239136, -0.010096022859215736, -0.08420209586620331, -0.22331863641738892, -0.08279469609260559, -0.148860365152359, 0.013315262272953987, -0.09974626451730728, -0.20627322793006897, 0.36179256439208984, 0.2298632562160492, 0.016759831458330154, -0.24543814361095428, -0.07728683948516846, -0.11445045471191406, -0.11690538376569748, -0.04396527633070946, 0.1535290628671646, -0.29823607206344604, -0.2656414806842804, -0.3701869249343872, 0.1164412647485733, 0.3421163558959961, -0.09977792948484421, -0.20410208404064178, -0.10182902216911316, 0.3557316064834595, -0.3775022625923157, 0.2765556573867798, -0.2495734691619873, 0.33031386137008667, -0.15003405511379242, 0.45100441575050354, 0.04105682298541069, -0.3007701337337494, -0.09372127801179886, 0.10407313704490662, -0.480430543422699, -0.06228667497634888, -0.6937854886054993, 0.23300157487392426, 0.023820355534553528, 0.3095427453517914, -0.05831609666347504, 0.3925410807132721, 0.11050473153591156, 0.032492466270923615, 0.17294859886169434, 0.5821713209152222, -0.04130902886390686, 0.04745584726333618, 0.07274878025054932, 0.13032126426696777, -0.07587487250566483, 0.019532963633537292, 0.019154496490955353, -0.2913629114627838, 0.01747436448931694, -0.035566460341215134, 0.9020448327064514, -0.48678064346313477, -0.076500803232193, 0.43588370084762573, -0.21475109457969666, -0.3145999312400818, 0.16100531816482544, -0.2513114809989929, -0.0426771342754364, 0.10078449547290802, -0.3112776279449463, -0.3013388216495514, 0.25553783774375916, 0.007886420004069805, -0.1364746391773224, 0.20892761647701263, -0.002394246868789196, 0.010958172380924225, -0.12320037186145782, 0.115912064909935, 0.04938403517007828, 0.26277828216552734, -0.1767168641090393, -0.20912417769432068, 0.38736870884895325, -0.2925598919391632, 0.10334227234125137, 0.4600832760334015, -0.3101801574230194, -0.4854944348335266, -0.3478895425796509, 0.5011529326438904, 0.14658430218696594, -0.13064433634281158, -0.13163544237613678, 0.920344889163971, 7.184916019439697, 2.5306854248046875, -0.14264948666095734, 0.37684059143066406, -0.05403263866901398, 0.10413321107625961, -0.35844913125038147, 0.1423187404870987, 0.18604321777820587, -0.047389112412929535, -0.17370377480983734, -0.19738617539405823, 0.48855918645858765, 0.440287709236145, 0.3004932999610901, 0.23912736773490906, -0.09887531399726868, 0.06930121779441833, 0.09654983878135681, 0.019996002316474915, -0.407988965511322, -0.039798520505428314, -0.10041151195764542, -0.11452697962522507, -0.45273685455322266, -0.15416337549686432, -0.20982453227043152, -0.0898870974779129, 0.10228829830884933, -0.048878781497478485, -0.23899449408054352, -0.07420875132083893, 0.606785774230957, -0.040830012410879135, 0.0409577339887619, 0.06561011075973511, -0.036218855530023575, -0.10217411816120148, 0.14283187687397003, -0.06937788426876068, -0.046420540660619736, -0.47301751375198364, 0.3375106155872345, -0.1690332442522049, -0.13063134253025055, 0.06609544903039932, -0.04876241460442543, 0.3221137523651123, -0.33110612630844116, 0.11981391906738281, -0.37821704149246216, -0.15462657809257507, 0.5472386479377747, -0.024939991533756256, -0.4737643599510193, 0.013441348448395729, -1.3509985208511353, 0.05123055726289749, 0.44587963819503784, -0.038107652217149734, 0.1983795464038849, 0.2781326472759247, 0.01186066959053278, -0.33607929944992065, -0.5682113170623779, 0.14669711887836456, 0.044258639216423035, -0.3350500166416168, -0.35751011967658997, 0.43915948271751404, -0.2847019135951996, -0.17666779458522797, -0.3250824809074402, -0.10529769957065582, 0.1789277344942093, -0.36908844113349915, 0.03713620826601982, -0.15578868985176086, -0.23166494071483612, -0.17851805686950684, -0.2234879434108734, -0.32982584834098816, -0.19613221287727356, 0.2156398743391037, 0.0745818018913269, -0.5840552449226379, 0.09483975917100906, 0.0075527094304561615, -0.3192349970340729, 0.025766409933567047, 0.26667189598083496, 0.11799740791320801, -0.022615713998675346, -0.14408987760543823, -0.3751966953277588, 0.2850293517112732, -0.365956574678421, 0.1777089685201645, -0.3356543183326721, 0.19354650378227234, -0.1438644677400589, 0.06401435285806656, -0.23491200804710388, 0.27000001072883606, -0.3216487467288971, -0.6741085052490234, -0.13713577389717102, 0.3673372268676758, 0.2759989798069, 0.10045134276151657, 0.13087034225463867, -0.2615855038166046, -0.19640477001667023, 0.1359148472547531, -0.3357611298561096, -0.36789217591285706, 0.16941480338573456, -0.5087482333183289, 0.48647603392601013, -0.07203784584999084, 0.0957825556397438, 0.04621266573667526, -0.043770723044872284, -0.1456424593925476, -0.20368672907352448, -0.05613218620419502, 0.20845185220241547, 0.07507550716400146, -0.07024206221103668, -0.37578287720680237, 0.290141761302948, -0.09006047248840332, -1.072166085243225, -0.16140012443065643, -0.1726830154657364, -0.20476898550987244, 0.31440815329551697, -0.19608913362026215, 0.28234604001045227, -0.13461893796920776, -0.15681278705596924, -0.3601109981536865, 0.22399792075157166, -0.24255776405334473, 0.036855973303318024, 0.26308757066726685, -0.08224198967218399, -0.1226898580789566, -0.17569231986999512, 0.3528845012187958, -0.2946137487888336, -0.3415670394897461, 0.098521389067173, 0.49990856647491455, 0.017598440870642662, 0.42745330929756165, -0.25748205184936523, 0.4889386296272278, -0.08104873448610306, 0.11025241017341614, -0.03236373886466026, -0.14310869574546814, -0.15996722877025604, 0.3084256947040558, -0.27479681372642517, 0.04172644764184952, -0.3028813600540161, -0.38963156938552856, -0.25905486941337585, 0.20632970333099365, 0.7475850582122803, -0.043843917548656464, 0.11051025986671448, 0.19294674694538116, 0.1519351303577423, -0.005816641263663769, -0.46848613023757935, -0.5122585892677307, -0.33519336581230164, 0.9340084195137024, 0.39671629667282104, 0.3710186183452606, 0.06713175773620605, 0.5061318874359131, 0.5412963628768921, 0.19216036796569824, -0.21951138973236084, -0.1495189666748047, -0.006041493266820908, 0.3112792372703552, 0.3219710886478424, 0.061685558408498764, 0.11795370280742645, -0.04183877259492874, -0.27784284949302673, 0.2153538167476654, 0.5533218383789062, -0.2000226378440857, 0.05882298946380615, -0.17760717868804932, 0.3092889189720154, -0.22196964919567108, 0.05814727395772934, -0.18966956436634064, 0.03618704900145531, -0.06565205752849579, 0.15630865097045898, -0.5538819432258606, -0.17751452326774597, 0.009099485352635384, -0.02525106817483902, -0.034404441714286804, 0.07849952578544617, -0.289966881275177, 0.11294864118099213, -0.1509954184293747, 0.032824356108903885, 0.19608527421951294, -0.08762901276350021, 0.7898802757263184, -0.3622807562351227, -0.45254284143447876, 0.5793848037719727, 0.21575821936130524, 0.20940560102462769, 0.20702525973320007, -0.18249928951263428, 0.45628470182418823, 0.032203309237957, 0.6003677248954773, -0.3710629642009735, -0.03996022790670395, 0.11637455224990845, -0.3925681710243225, 0.38027068972587585, 0.03259973227977753, -0.3366882801055908, 0.06252480298280716, -0.24703717231750488, -0.2299828827381134, 0.30221137404441833, -0.3738161027431488, -0.01250850036740303, -0.11586050689220428, -0.08030791580677032, -0.32839739322662354, -0.14275476336479187, 0.0853879451751709, -0.4603521525859833, 0.4206007122993469, -0.2929602265357971, -0.20562440156936646, 0.11075430363416672, 0.922980785369873, -0.38785722851753235, -0.0787356048822403, 0.7100321054458618, -0.2865745425224304, -0.09238897264003754, 0.04611752927303314, 0.23515048623085022, 0.39099520444869995, -0.08078926056623459, -0.1453738659620285, -0.1906401365995407, 0.33027222752571106, -0.16671183705329895, -0.12337302416563034, -0.13304035365581512, -0.130100816488266, 0.30026620626449585, 0.37200358510017395, 0.3894427716732025, 0.041951701045036316, -0.04091348499059677, -0.0003405786119401455, 0.3585697114467621, 0.4627244472503662, -0.3958364725112915, -0.02834359183907509, 0.2291337102651596, -0.19127696752548218, -0.16462816298007965, -0.014224092476069927, 0.17953212559223175, -0.21554487943649292, -0.2873697280883789, 0.13794100284576416, -0.21219080686569214, -0.34699323773384094, -0.5166065096855164, -0.07177256047725677, -0.039837226271629333, 0.09640902280807495, -0.01737622357904911, 0.22940421104431152, 0.3983304500579834, 0.7556427717208862, 0.32060444355010986, 0.029025156050920486, -0.5446885228157043, -0.2311897575855255, -0.2804250419139862, 0.018593804910779, 0.5291546583175659, -0.3263944685459137, -0.18158091604709625, 0.3320199251174927, -0.16203182935714722, 0.4841429591178894, -0.01949520967900753, 0.238898366689682, -0.7301514744758606, -0.11572826653718948, -0.04656457528471947, -0.07328184694051743, 0.19471138715744019, -0.4407348334789276, -0.11949699372053146, -0.09722974896430969, -0.04167429357767105, -0.054710328578948975, 0.20959524810314178, 0.03850416839122772, -0.053090374916791916, 0.09380599856376648, 0.019041381776332855, 0.12017764151096344, 0.32097959518432617, -0.0579230859875679, -0.23360837996006012, -0.19326625764369965, -0.04473119601607323, -0.49069106578826904, -0.13304179906845093, -0.2227020114660263, -0.07966724038124084, -0.18516139686107635, -0.22077186405658722, -0.171709343791008, 1.2358403205871582, -0.25828686356544495, -0.08949299156665802, 0.4084872603416443, -0.09334883838891983, -0.0964495912194252, -0.1891644448041916, 0.24619875848293304, 0.004966694861650467, 0.28591305017471313, -0.12990453839302063, 0.05792398005723953, 0.15080764889717102, 0.17531929910182953, -0.07695608586072922, -0.0013233944773674011, 0.5346771478652954, -0.06728281825780869, -0.19701610505580902, 0.31465432047843933, -0.04444935917854309, 0.3158351182937622, -0.2636891007423401, -0.0709095224738121, 0.169346421957016, 0.21662531793117523, -0.14001572132110596, 0.12232111394405365, 0.2284095287322998, -0.19816166162490845, 0.1334986537694931, -0.04248569905757904, 0.21796122193336487, -0.22998254001140594, -0.0034776870161294937, -0.12780950963497162, -0.13948452472686768, 0.16405631601810455, 0.2029053121805191, 0.06711305677890778, 0.39382439851760864, -0.23867008090019226, -0.09972106665372849, -0.07734757661819458, -0.14340168237686157, 0.17462097108364105, -0.4074895679950714, -0.0947757288813591, -0.32473617792129517, -0.06559740006923676, 0.08971714973449707, -0.03734486550092697, 0.12733280658721924, -0.08912193775177002, 0.34867218136787415, -0.04256590083241463, -0.0630486011505127, -0.29649803042411804, -0.25279325246810913, 0.09796656668186188, 0.08775532990694046, -0.11316856741905212, -0.006143184378743172, 0.7376134991645813, -0.09271875023841858, -0.15730659663677216, 0.2247333973646164, 0.6170600056648254, 4.98679780960083, 0.11288516223430634, 0.5815715789794922, -0.605836808681488, -0.35898250341415405, 0.22974157333374023, 0.3176226019859314, -0.20490694046020508, -0.4175489544868469, 0.3507542908191681, -0.31965166330337524, 0.1679522693157196, -0.1614466905593872, -0.15214093029499054, -0.038770291954278946, 0.11164779961109161, 0.16775649785995483, -0.5635474324226379, 0.5330206155776978, 0.3224702477455139, -0.15082204341888428, 0.5112509727478027, 0.08304482698440552, 0.37613818049430847, -0.11013749241828918, -0.05645696073770523, 0.13928142189979553, -0.46475842595100403, 0.01772020384669304, -0.2890995442867279, -0.25269848108291626, 0.17448671162128448, 0.081248439848423, -0.12212543189525604, 0.33532047271728516, -0.2520225942134857, -0.06856530159711838, -0.0635404884815216, -0.19135041534900665, 0.24906088411808014, 0.49655431509017944, -0.3099637031555176, 0.19960710406303406, 0.04058460891246796, 0.6454680562019348, 0.08595988154411316, -0.35204681754112244, 0.04070655256509781, 0.37793806195259094, -0.11310632526874542, 0.08817069977521896, -0.3339618742465973, 0.18162141740322113, -0.2040225714445114, 0.31847208738327026, 1.036068081855774, -0.17404557764530182, -0.20302611589431763, -0.3352227807044983, 0.6326924562454224, -0.06348840147256851, -0.3600772023200989, -0.19324079155921936, -0.21841619908809662, -0.025368746370077133, 0.08468098938465118, 0.022740844637155533, -0.08717885613441467, -0.5138026475906372, 0.4246293306350708, -0.33281826972961426, -0.12134784460067749, 0.10374408215284348, -0.053435344249010086, -0.1519654393196106, -0.2605539858341217, -0.2705308198928833, -0.3051442801952362, -0.46256065368652344, -0.105234295129776, 0.22128672897815704, -0.24891653656959534, 0.518473744392395, 3.2389488220214844, -0.030375029891729355, 0.0951828807592392, 0.12137783318758011, -0.013632826507091522, -0.1265299767255783, 0.04891366884112358, 0.4510730504989624, -0.055204253643751144, 0.4306938350200653, 0.07569438219070435, 0.26613691449165344, -0.1625690758228302, 3.612783432006836, -0.19419147074222565, -0.13128361105918884, 0.18952009081840515, 0.8869280815124512, -0.03368625044822693, 0.8979097604751587, -0.13217224180698395, 0.8105376958847046, -0.2951933443546295, -0.07159138470888138, 0.33199551701545715, -0.01188465766608715, 0.6263926029205322, -0.31477534770965576, -0.036200106143951416, -0.18601080775260925, -0.024405255913734436, -0.1999722421169281, -0.31872135400772095, -0.1793411374092102, -0.16162624955177307, -0.19594703614711761, -0.0584234744310379, -0.16823488473892212, -0.14358752965927124, -0.2705870568752289, -0.04390481114387512, -0.049296461045742035, -0.16601981222629547, 0.1390961855649948, -0.1967111974954605, 0.1759791076183319, -0.18021810054779053, -0.11406148970127106, -0.2334921956062317, -0.1495007872581482, -0.003643140196800232, 0.3631867468357086, -0.027588563039898872, 0.007931724190711975, 0.01697266288101673, 0.07061345875263214, 0.137557715177536, -0.08997464925050735, -0.19024619460105896, -0.03688100725412369, -0.25171342492103577, 0.12545818090438843, -0.18448562920093536, -0.3035610616207123, -0.09491241723299026, -0.13556993007659912, 0.00469883531332016, -0.26436513662338257, -0.13788574934005737, -0.0029107024893164635, -0.05609677731990814, 0.45691922307014465, -0.18285080790519714, 0.20707322657108307, -0.1035531535744667, -0.231693297624588, -0.1753443032503128, -0.2613990306854248, -0.24683621525764465, 0.45998284220695496, 0.21834003925323486, -0.16449639201164246, 0.24148035049438477, 0.228667214512825, 0.39082759618759155, 0.15350313484668732, 0.05513100326061249, -0.08407309651374817, -0.40517956018447876, -0.23803885281085968, -0.10989595949649811, 0.1577223241329193, 0.005976572632789612, 0.09265021234750748, -0.15111465752124786, 0.032670728862285614, -0.4122288227081299, -0.3307194411754608, 0.007285095751285553, -0.05079517513513565, 0.19452975690364838, -0.168068066239357, -0.18567369878292084, 0.021736450493335724, -0.16553641855716705]\n",
"Label: 5, vector: [0.2772272825241089, 0.023703042417764664, -0.21499966084957123, 0.020484857261180878, -0.10231111198663712, 0.3636764585971832, -0.5263694524765015, -0.4029830992221832, -0.17135412991046906, -0.17393581569194794, 0.3610818684101105, -0.038870226591825485, -0.10138306021690369, -0.4370760917663574, -0.09025102108716965, 0.0001232679933309555, -0.0037539824843406677, -0.2977432608604431, -0.37479403614997864, -0.2464752197265625, -0.029354631900787354, 0.6183390617370605, -0.5031919479370117, -0.2969769835472107, -0.4442674517631531, 0.03206513449549675, 0.6148011684417725, -0.07026306539773941, 0.10862140357494354, 0.48100054264068604, -0.27998682856559753, -0.00908786989748478, 0.33382564783096313, -0.1070442795753479, -0.15203925967216492, -0.09759712964296341, 0.12909726798534393, -0.4942987561225891, 0.41297268867492676, -0.06389112770557404, -0.16557833552360535, 0.11313313245773315, -0.15271112322807312, 0.15302884578704834, 0.2108628898859024, -0.11510853469371796, -0.17741142213344574, 0.024716313928365707, -0.17515911161899567, -0.49726036190986633, -0.3816671669483185, 0.11870729178190231, 0.019270289689302444, -0.3034682273864746, -0.23433096706867218, -0.40988245606422424, -0.5517494082450867, -0.2882464826107025, -0.28364571928977966, 0.6309292316436768, -0.347788006067276, -0.37274372577667236, -0.294161319732666, 0.036066800355911255, 0.3404884934425354, 0.05202576518058777, 0.24756839871406555, -0.6388317942619324, 0.396497517824173, -0.10742883384227753, 0.12987831234931946, -0.09818745404481888, 0.02240126207470894, 0.7494168281555176, -0.41585829854011536, -0.16025575995445251, -0.2744826078414917, -0.3540613651275635, 0.47124385833740234, -0.24418364465236664, 0.5570114254951477, -0.1487896889448166, -0.15698015689849854, 0.14066867530345917, -0.4274260401725769, -0.4570315182209015, -0.04944806918501854, -0.3198683261871338, -0.007956262677907944, -0.08475964516401291, -0.059503838419914246, 0.06467835605144501, 0.509643018245697, -0.030018940567970276, -0.22179776430130005, 0.2888593375682831, -0.333085834980011, -0.290284663438797, 0.1866021752357483, -0.002066731220111251, 0.11488735675811768, 0.038726191967725754, -0.23971591889858246, 0.4666298031806946, -0.26674970984458923, -0.4542982876300812, -0.11210775375366211, 0.05042751878499985, -0.05033348873257637, -0.09095646440982819, -0.05265635997056961, 0.1574949324131012, -0.44414541125297546, 0.2321038544178009, -0.2543923556804657, -0.34394097328186035, -0.13069215416908264, 0.04357729107141495, -0.14170560240745544, -0.38992947340011597, -0.08311332762241364, -0.22179411351680756, 0.041632041335105896, -0.44119927287101746, -0.31452202796936035, -0.21011389791965485, 0.5471034646034241, -0.19409474730491638, 0.447345107793808, -0.09085475653409958, -0.17398612201213837, -0.2596406638622284, -0.1029311865568161, -0.1971828043460846, -0.14080336689949036, 0.23228926956653595, 0.03509027510881424, -0.3662886321544647, -0.49676474928855896, -0.22809255123138428, -0.24535022675991058, -0.19374358654022217, -0.06308042258024216, -0.16063310205936432, -0.0809241309762001, -0.13854561746120453, 0.0683036744594574, -0.03056129813194275, 0.040389396250247955, 0.3565213084220886, 0.07843183726072311, -0.03917139023542404, 0.028982127085328102, -0.12522001564502716, 0.003148425370454788, 0.1268378347158432, -0.1502620428800583, -0.09079410880804062, -0.2938580811023712, -0.027247058227658272, -0.29952043294906616, 0.1558966040611267, 0.10554207116365433, -0.07343553006649017, -0.37073010206222534, 0.09348506480455399, -0.3223199248313904, 0.05288275331258774, -0.12229609489440918, -0.20442864298820496, -0.19773155450820923, -0.26504844427108765, 0.10410037636756897, -0.06429074704647064, 0.042584728449583054, -0.008080190047621727, -0.30442747473716736, 0.288786381483078, 0.03658033907413483, -0.021652260795235634, -0.2054189294576645, -0.02438136748969555, 0.06382975727319717, -0.006248774006962776, 0.11442578583955765, 0.14405931532382965, -0.08720970153808594, 0.08514385670423508, 0.1193283349275589, -0.16156268119812012, 0.2437206506729126, -0.07227257639169693, -0.0707813948392868, -0.07308761775493622, 0.2642250061035156, 0.024301059544086456, -0.2775272727012634, -0.13729435205459595, 0.061279430985450745, 0.0792844146490097, -0.29597994685173035, -0.3131446838378906, -0.0011053234338760376, -0.12626077234745026, -0.11880507320165634, -0.1684637814760208, 0.09621456265449524, 0.005090216174721718, -0.053357891738414764, -0.007972385734319687, 0.08035941421985626, 0.0017579440027475357, 0.0458560511469841, -0.13471628725528717, -0.0801403671503067, -0.180131733417511, 0.0825805738568306, 0.05698368325829506, -0.24670270085334778, -0.04199889302253723, 0.20191851258277893, -0.009233849123120308, 0.2087913453578949, -0.13189050555229187, -0.090908482670784, -0.015359889715909958, 0.040370553731918335, -0.058395866304636, 0.14249743521213531, 0.015346363186836243, -0.025547802448272705, 0.09187524765729904, -0.23907920718193054, -0.06282568722963333, -0.08248528838157654, 0.05179404467344284, 0.027555080130696297, -0.13468527793884277, -0.15701830387115479, -0.045701488852500916, -0.17099818587303162, 0.08542641252279282, -0.2753211259841919, -0.22303839027881622, -0.04174523800611496, -0.23636630177497864, 0.021633170545101166, -0.17095120251178741, -0.16073687374591827, -0.20921289920806885, 0.12288105487823486, -0.23657098412513733, -0.08649701625108719, 0.03556939959526062, 0.10682190954685211, -0.25318649411201477, -0.14712566137313843, -0.05849144235253334, -0.19700169563293457, -0.07114995270967484, -0.0690656378865242, -0.22810518741607666, -0.1845080405473709, -0.340548038482666, -0.2361256629228592, -0.1474238634109497, -0.13215166330337524, -0.11907549202442169, 0.12467134743928909, -0.015274366363883018, 0.10556003451347351, -0.22326669096946716, -0.08774587512016296, -0.08454371988773346, 0.24551472067832947, -0.23567967116832733, 0.18457376956939697, 0.18496069312095642, 0.07644228637218475, 0.09192406386137009, -0.17590144276618958, 0.02953489124774933, -0.19242507219314575, 0.08740447461605072, -0.16806960105895996, -0.10492561012506485, 0.28524479269981384, -0.05996907874941826, -0.014788443222641945, -0.028306201100349426, -0.09696748107671738, 0.057315051555633545, -0.005264658480882645, -0.03367522731423378, 0.139958456158638, -0.17029163241386414, 0.04533319175243378, -0.2517875134944916, -0.09022487699985504, -0.01349899172782898, -0.04430311545729637, -0.0802895575761795, 0.28768211603164673, 0.16792023181915283, -0.38190722465515137, -0.414200097322464, -0.06953983008861542, -0.15538914501667023, 0.005097273737192154, -0.10604532808065414, 0.12040826678276062, -0.07537787407636642, -0.2510069012641907, -0.08099667727947235, -0.08385378122329712, 0.19976164400577545, -0.16446353495121002, -0.04063840210437775, 0.35669612884521484, 0.4448346197605133, -0.0811750739812851, -0.24193429946899414, 0.11999741941690445, -0.10930781811475754, 0.11980663985013962, 0.029893692582845688, 0.2674609422683716, -0.16355672478675842, -0.15143483877182007, -0.28044986724853516, 0.042932480573654175, 0.27581915259361267, -0.08968766778707504, 0.03629631549119949, 0.01964411698281765, 0.2670169770717621, -0.24654917418956757, 0.4473985433578491, -0.09706423431634903, 0.03862355649471283, -0.24468107521533966, 0.37337854504585266, -0.09548813849687576, -0.18513542413711548, -0.20085884630680084, 0.10750870406627655, -0.4193994998931885, -0.15381553769111633, -0.6150326132774353, 0.17549337446689606, 0.24411578476428986, 0.18555006384849548, -0.2081558257341385, 0.22991308569908142, -0.027746446430683136, -0.156746044754982, 0.0821496844291687, 0.48546960949897766, 0.08684830367565155, 0.12367720156908035, 0.09247767925262451, 0.1558534801006317, -0.03859465941786766, 0.16778017580509186, 0.12535032629966736, -0.11571818590164185, 0.014313267543911934, -0.11046026647090912, 1.2730050086975098, -0.6266973614692688, -0.16659244894981384, 0.4415973424911499, -0.049455273896455765, -0.23214909434318542, 0.35384848713874817, -0.31101030111312866, -0.02396557852625847, 0.06654380261898041, -0.14597584307193756, -0.2924235165119171, 0.49162739515304565, 0.09017646312713623, -0.107740618288517, 0.16886483132839203, -0.09114450961351395, 0.020551862195134163, 0.11475126445293427, 0.22343210875988007, -0.05491107702255249, 0.29060131311416626, -0.09266781061887741, -0.2816022038459778, 0.30294424295425415, 0.04912525415420532, 0.2139158695936203, 0.05258772894740105, -0.17259453237056732, -0.4188758134841919, -0.169160395860672, 0.19456326961517334, -0.017046969383955002, -0.11117838323116302, -0.06408867239952087, 0.8538314700126648, 7.336953639984131, 1.9799612760543823, 0.04864353686571121, 0.5915808081626892, -0.14876803755760193, 0.04990004748106003, -0.3314298689365387, 0.07490137219429016, -0.007971281185746193, -0.17792408168315887, -0.17946358025074005, -0.13435883820056915, 0.19348081946372986, 0.49580544233322144, 0.07236424833536148, 0.11018330603837967, -0.12146852910518646, -0.06236816942691803, 0.18527701497077942, 0.08010471612215042, -0.2173640877008438, 0.11866668611764908, -0.018359608948230743, 0.09076789766550064, -0.45451030135154724, -0.08994531631469727, -0.03267764300107956, -0.09988462924957275, -0.006990980356931686, 0.2149706482887268, -0.14883030951023102, 0.00011087954044342041, 0.37459972500801086, 0.13437294960021973, -0.017744315788149834, -0.1211305558681488, 0.024083150550723076, -0.006313346326351166, 0.07524698227643967, 0.021118879318237305, -0.4328464865684509, -0.19216251373291016, 0.09464085102081299, -0.10917642712593079, 0.02591264620423317, 0.11315666884183884, 0.1298683136701584, 0.2065860629081726, -0.26682838797569275, 0.010318014770746231, -0.13563920557498932, -0.08117296546697617, 0.4173421561717987, 0.05355147272348404, -0.43456846475601196, -0.004759868606925011, -0.6852321624755859, -0.1115235760807991, 0.1955498903989792, 0.08667714148759842, 0.11020692437887192, 0.15067435801029205, 0.12227144092321396, -0.14209768176078796, -0.41008371114730835, 0.09572488069534302, 0.026887567713856697, -0.4575524926185608, 0.0013712146319448948, 0.2367144227027893, 0.13619542121887207, -0.2972640097141266, -0.17923372983932495, -0.09077379107475281, 0.4122055470943451, -0.2915765941143036, -0.17635080218315125, -0.15051819384098053, 0.03794935718178749, -0.06835415959358215, 0.1601574718952179, -0.1827189326286316, -0.15616163611412048, -0.07483578473329544, 0.14079122245311737, -0.6332712173461914, 0.03881450742483139, -0.2392176240682602, -0.08238139748573303, -0.019287608563899994, 0.04926539212465286, 0.01887032389640808, 0.012543795630335808, 0.04624752700328827, -0.35532331466674805, 0.21202759444713593, -0.2083164006471634, 0.03334642946720123, -0.0399455800652504, 0.1694866418838501, -0.20887556672096252, -0.17727543413639069, -0.16008642315864563, -0.0041149635799229145, -0.18119259178638458, -0.2790069580078125, -0.11795498430728912, 0.07226818799972534, 0.3933582603931427, 0.07420298457145691, 0.2008599042892456, -0.11436078697443008, -0.08359362185001373, 0.21376705169677734, -0.42827001214027405, -0.12754997611045837, 0.28330671787261963, -0.29437628388404846, -0.14555777609348297, 0.03025927022099495, 0.13266003131866455, 0.08181829005479813, 0.12604214251041412, -0.09147879481315613, -0.22000828385353088, 0.06776636838912964, 0.22546467185020447, 0.0027442872524261475, -0.014737078920006752, -0.2498883754014969, 0.23525062203407288, -0.07675851881504059, -0.7221778035163879, -0.04784861207008362, -0.09081141650676727, -0.03158621862530708, -0.015182393603026867, -0.21622334420681, 0.08575466275215149, -0.1280689835548401, -0.25409653782844543, -0.4016497731208801, 0.17763958871364594, -0.06978434324264526, -0.00546753965318203, 0.18026681244373322, -0.24985548853874207, 0.05382871255278587, -0.042679741978645325, 0.1419210582971573, 0.09517394751310349, -0.1875058114528656, -0.1585962325334549, 0.04253501445055008, -0.052302516996860504, 0.2601567506790161, -0.13078120350837708, 0.4751112461090088, -0.05443901941180229, 0.11882425844669342, -0.08753511309623718, -0.0022007618099451065, 0.007883820682764053, 0.04925520345568657, -0.23626914620399475, -0.08902119100093842, -0.289789617061615, -0.20844325423240662, -0.37687718868255615, -0.05924753099679947, 0.45505374670028687, -0.2794792652130127, 0.24645429849624634, 0.043265100568532944, 0.03546683117747307, -0.14311400055885315, -0.3077298402786255, -0.2217382788658142, -0.3358044922351837, 0.4762398898601532, 0.15433332324028015, 0.1341569870710373, -0.09410183876752853, 0.3256486654281616, 0.11137665063142776, 0.11198370158672333, -0.13463281095027924, 0.013338525779545307, -0.05684530362486839, 0.3176003098487854, 0.30877211689949036, -0.09577354788780212, -0.1335131824016571, -0.061112917959690094, -0.18498826026916504, 0.025977563112974167, 0.5870503783226013, -0.25565361976623535, -0.03701787814497948, -0.15713484585285187, 0.3879816234111786, -0.10977359116077423, -0.058002032339572906, -0.06063808873295784, 0.09188731759786606, -0.07639811933040619, 0.018856175243854523, -0.41550981998443604, 0.10816196352243423, 0.026951048523187637, -0.16010476648807526, 0.0025289920158684254, -0.061947863548994064, -0.193473681807518, -0.2367478758096695, -0.20966684818267822, 0.7443086504936218, -0.25006240606307983, 0.08392192423343658, 0.5451967716217041, -0.2334786206483841, -0.32507655024528503, 0.2935534119606018, 0.08427374064922333, 0.4046725332736969, 0.16259418427944183, 0.0562027245759964, 0.24928545951843262, -0.1330546736717224, 0.5488249659538269, -0.4314517676830292, 0.14435946941375732, -0.16781871020793915, -0.27792003750801086, 0.40677475929260254, 0.16256573796272278, -0.12408873438835144, 0.0008713062852621078, -0.21460963785648346, -0.26949793100357056, 0.21605876088142395, -0.44236665964126587, -0.14245781302452087, 0.006402976810932159, 0.20446135103702545, -0.4221513271331787, -0.23269236087799072, 0.05736093968153, -0.3084481358528137, 0.1449149250984192, -0.26347121596336365, -0.05056661367416382, 0.02224605716764927, 0.9478604793548584, -0.32503753900527954, 0.15842986106872559, -0.03649822250008583, -0.19687138497829437, -0.00627339631319046, -0.2081596404314041, 0.3036207854747772, 0.13508175313472748, -0.025841232389211655, -0.1676059365272522, -0.029824208468198776, 0.08366598188877106, -0.1927865445613861, 0.033146098256111145, -0.31930220127105713, -0.14080986380577087, 0.46078455448150635, 0.3211950957775116, 0.13241906464099884, -0.02149764448404312, 0.028632953763008118, 0.06417444348335266, 0.31207939982414246, 0.6941890716552734, 0.0571158267557621, -0.09044499695301056, 0.31711381673812866, -0.09548402577638626, -0.2333604395389557, 0.05071580782532692, 0.6294249296188354, -0.26560178399086, -0.3970814049243927, 0.2093544751405716, -0.058973509818315506, -0.1141447126865387, -0.24691498279571533, 0.12985844910144806, -0.04351229965686798, 0.09268994629383087, -0.14642338454723358, -0.03504183143377304, 0.2320627123117447, 0.43619418144226074, 0.043112095445394516, 0.005770046263933182, -0.2333841174840927, -0.14079086482524872, -0.2840609550476074, 0.040731772780418396, 0.25614291429519653, -0.4491981863975525, -0.2941908538341522, 0.22545795142650604, -0.1768597811460495, 0.4157178997993469, 0.0747891440987587, 0.08013886213302612, -0.4697384536266327, -0.21970783174037933, -0.08228705823421478, 0.025439800694584846, 0.13628819584846497, -0.19846010208129883, 0.10878019034862518, 0.12356025725603104, 0.07420819997787476, -0.0951496958732605, 0.2516691982746124, -0.11328127980232239, -0.17820793390274048, 0.21089088916778564, 0.09795195609331131, 0.06438794732093811, 0.47524476051330566, -0.11171288043260574, -0.07640235871076584, 0.008631700649857521, 0.06510583311319351, -0.5527124404907227, -0.17812280356884003, -0.07884128391742706, -0.18662911653518677, -0.037022851407527924, 0.017491772770881653, -0.2536303400993347, 1.1586254835128784, -0.2250460684299469, -0.06358664482831955, -0.05707914009690285, -0.022438857704401016, 0.006514884531497955, -0.16928733885288239, 0.16581563651561737, -0.26987403631210327, 0.28903624415397644, 0.14214220643043518, -0.02012934535741806, -0.05537398159503937, 0.22860071063041687, -0.19787688553333282, -0.024513892829418182, 0.24187913537025452, -0.03759921342134476, -0.25072041153907776, 0.14369972050189972, 0.07670414447784424, -0.1252533197402954, -0.33149072527885437, 0.24009351432323456, 0.1254792958498001, 0.10795000195503235, 0.16787898540496826, -0.11025048792362213, 0.13033948838710785, -0.07571878284215927, 0.3729126751422882, -0.0769595056772232, 0.3228137791156769, -0.2280462235212326, 0.08467850834131241, -0.07035181671380997, 0.14573821425437927, -0.2510218620300293, 0.11948364228010178, -0.028083359822630882, 0.039718955755233765, -0.10180439800024033, -0.0756988525390625, -0.1173112615942955, -0.1475447714328766, 0.16685761511325836, -0.44186145067214966, -0.3198002576828003, -0.345342218875885, -0.02768115885555744, 0.3439693748950958, 0.21072322130203247, 0.13080187141895294, -0.2274816334247589, 0.023332756012678146, -0.10583147406578064, -0.1019914299249649, -0.18899305164813995, -0.10073509812355042, 0.12896277010440826, 0.12359534949064255, -0.23583902418613434, -0.012188510037958622, 0.6629782915115356, 0.09142505377531052, -0.07261896133422852, 0.4729309678077698, 0.28425586223602295, 2.5264062881469727, 0.09362566471099854, 0.6911904215812683, -0.3814293444156647, -0.23037326335906982, -0.05156754329800606, 0.31578999757766724, 0.016475997865200043, -0.3039481043815613, 0.30373600125312805, -0.2621501088142395, 0.08039608597755432, -0.2221914678812027, -0.3592545688152313, -0.044981133192777634, -0.18844722211360931, -0.028239650651812553, -0.33335763216018677, 0.2025764137506485, 0.2203642874956131, -0.18794292211532593, 0.22612540423870087, -0.08746983855962753, 1.2675381898880005, 0.09368753433227539, -0.24405081570148468, 0.022555775940418243, -0.13257639110088348, 0.032741669565439224, -0.18961910903453827, -0.15526911616325378, -0.008435355499386787, 0.11497601121664047, -0.10055601596832275, 0.26657333970069885, -0.29694509506225586, -0.13848824799060822, 0.0369526706635952, -0.0755053460597992, 0.1637752652168274, 0.19887007772922516, -0.2657111585140228, 0.05361910164356232, 0.013456553220748901, 0.2306773066520691, -0.02305234596133232, -0.2907266616821289, 0.2040267288684845, 0.24874836206436157, 0.0038701873272657394, 0.01102005410939455, -0.21240782737731934, -0.18214066326618195, -0.20638231933116913, -0.0059660738334059715, 0.33634111285209656, 0.009935498237609863, -0.31153497099876404, -0.2561242878437042, 0.489144891500473, 0.020116660743951797, -0.6525251269340515, -0.17665106058120728, -0.1285373717546463, -0.03755712881684303, 0.008981246501207352, -0.1301572173833847, 0.007162522524595261, -0.3266076445579529, 0.23585954308509827, -0.34193989634513855, -0.19535580277442932, 0.1889609843492508, 0.06791433691978455, 0.019178098067641258, -0.18999263644218445, -0.020638367161154747, -0.26121240854263306, -0.18873082101345062, -0.1990354061126709, 0.36837995052337646, -0.308665931224823, 0.20144346356391907, 2.660783290863037, 0.0023447941057384014, 0.15225547552108765, 0.11160580068826675, 0.011958658695220947, 0.17978136241436005, -0.16067750751972198, 0.27278196811676025, -0.016499526798725128, 0.3494788110256195, 0.15116162598133087, 0.1628131866455078, -0.2355855107307434, 4.192540645599365, -0.27658504247665405, -0.06577996164560318, 0.34404584765434265, 0.22034205496311188, 0.26521652936935425, 0.8565080761909485, -0.26359784603118896, 0.40446045994758606, -0.089413121342659, -0.08555956184864044, 0.3578248918056488, -0.045585595071315765, 0.35378557443618774, -0.1788659393787384, -0.007732279598712921, -0.07844236493110657, -0.1028229147195816, -0.14621129631996155, -0.1919688731431961, -0.11257719248533249, -0.06961654871702194, -0.04247307777404785, 0.06354953348636627, -0.14073215425014496, -0.09646075963973999, -0.05917081981897354, -0.021480873227119446, -0.05500221252441406, -0.09331910312175751, 0.2527519166469574, -0.0735880434513092, 0.0916295200586319, -0.03970906883478165, 0.05043409392237663, -0.1357104778289795, -0.04196195304393768, 0.05346895754337311, 0.35254207253456116, 0.23613902926445007, 0.16166487336158752, 0.05098440870642662, 0.10959324240684509, 0.20476961135864258, 0.02194743975996971, -0.17179839313030243, 0.1717771291732788, -0.21430915594100952, 0.24376067519187927, -0.07530363649129868, -0.08696991205215454, 0.000229615718126297, -0.0918627679347992, 0.010655827820301056, -0.21448397636413574, -0.06987977027893066, 0.15019278228282928, -0.11389739066362381, 0.14385274052619934, -0.07154889404773712, 0.2597030699253082, 0.0035534854978322983, -0.13785959780216217, 0.011501260101795197, -0.010434091091156006, -0.03530184179544449, 0.06408722698688507, 0.5373972058296204, -0.10681331902742386, 0.0907539427280426, 0.5251366496086121, -0.013226641342043877, 0.0685582384467125, 0.0023222211748361588, 0.03090374357998371, -0.34611788392066956, -0.01187945157289505, 0.021975859999656677, 0.23886346817016602, -0.18774211406707764, 0.18602117896080017, -0.09089714288711548, 0.042056091129779816, -0.39255622029304504, -0.2431701272726059, -0.07248643040657043, 0.04130476713180542, -0.008964783512055874, -0.14259572327136993, 0.05944698303937912, 0.21399399638175964, -0.13576950132846832]\n",
"Label: 5, vector: [0.37313783168792725, 0.20121528208255768, -0.2786591649055481, -0.02636892721056938, -0.10242345184087753, 0.3488057255744934, -0.6021994948387146, -0.4325690269470215, -0.21595434844493866, -0.3455285131931305, 0.5232415199279785, -0.17863284051418304, -0.11178980022668839, -0.6736066937446594, -0.16105058789253235, -0.2513166666030884, 0.12295688688755035, -0.4342564046382904, -0.6896498799324036, -0.2401130497455597, -0.12434244900941849, 0.5709888935089111, -0.6554220914840698, -0.41469356417655945, -0.4804598391056061, -0.09269079566001892, 0.5956349968910217, -0.0067231785506010056, 0.09800375998020172, 0.5708025693893433, -0.4482762813568115, -0.0846242904663086, 0.3737088739871979, 0.046050433069467545, -0.16129232943058014, -0.05686187744140625, 0.20017509162425995, -0.47960007190704346, 0.20774008333683014, -0.3887585997581482, -0.21640796959400177, 0.1709406077861786, -0.20262570679187775, 0.22637872397899628, 0.05494927242398262, -0.18026083707809448, -0.5189183354377747, 0.2955620288848877, -0.26647284626960754, -0.5631762146949768, -0.4469703733921051, 0.31753069162368774, 0.17326074838638306, -0.337391197681427, -0.25290483236312866, -0.6499808430671692, -0.4590671956539154, -0.1915142685174942, -0.4850125014781952, 0.5026520490646362, -0.22830882668495178, -0.36445412039756775, 0.004988566040992737, -0.05248691141605377, 0.2876155972480774, 0.08017861843109131, 0.3607746660709381, -0.588480532169342, 0.4549310803413391, -0.08314038068056107, 0.0779685378074646, -0.1277720332145691, 0.15551985800266266, 1.2503777742385864, -0.44113147258758545, -0.22241449356079102, -0.2413351982831955, -0.48060667514801025, 0.48363906145095825, -0.3649848997592926, 0.7120116949081421, -0.2567062973976135, -0.27790120244026184, 0.272856205701828, -0.528207540512085, -0.7398636341094971, 0.02121814712882042, -0.0269483495503664, -0.07789777964353561, -0.23885276913642883, -0.2037021964788437, -0.15779687464237213, -0.1794290989637375, -0.29638710618019104, -0.22702240943908691, 0.5667822360992432, -0.3115018606185913, -0.4826848804950714, 0.5529140830039978, -0.03982136771082878, 0.13088244199752808, 0.14615701138973236, -0.12604224681854248, 0.5648489594459534, -0.23892827332019806, -0.33397912979125977, 0.14004278182983398, -0.098634734749794, -0.26899945735931396, 0.05233835428953171, -0.08370202779769897, 0.30861812829971313, -0.45730528235435486, 0.08183184266090393, -0.20266284048557281, -0.2935805916786194, -0.03835727646946907, 0.11897235363721848, -0.14245665073394775, -0.4717395305633545, -0.09486878663301468, -0.016415972262620926, 0.18669065833091736, -0.3910177946090698, -0.173435777425766, -0.29714515805244446, 0.7223367094993591, -0.39865750074386597, 0.4597427546977997, -0.27937647700309753, -0.12752434611320496, -0.46299874782562256, -0.2552366256713867, -0.45019829273223877, -0.31123441457748413, 0.16406790912151337, -0.04869168996810913, -0.5145182609558105, -0.6436745524406433, -0.20805871486663818, -0.25470247864723206, -0.3535952568054199, 0.06288830190896988, -0.17828300595283508, -0.21899932622909546, -0.02092815563082695, 0.08134454488754272, -0.01612069085240364, -0.034756846725940704, 0.48936375975608826, 0.14495278894901276, 0.1773495078086853, -0.07000412046909332, 0.13531219959259033, 0.3011772632598877, 0.5549540519714355, -0.03851805627346039, 0.09075114876031876, -0.08065298199653625, -0.071733757853508, 0.07978029549121857, 0.11356610059738159, -0.05778583884239197, 0.24381041526794434, -0.27626803517341614, 0.0018378086388111115, -0.45152655243873596, 0.04212505742907524, 0.05134398490190506, 0.07774603366851807, 0.29589200019836426, 0.007995542138814926, -0.04691091924905777, 0.032500844448804855, 0.5896025896072388, 0.1898556351661682, -0.3008435368537903, 0.6996774673461914, -0.004233220592141151, -0.12439995259046555, -0.13764801621437073, 0.332693874835968, 0.42124083638191223, 0.16099250316619873, 0.2968767583370209, 0.37008655071258545, 0.2896188199520111, 0.19916647672653198, 0.19709528982639313, -0.016861505806446075, 0.36185744404792786, 0.04265908896923065, 0.2637979984283447, 0.21681787073612213, 0.5438794493675232, 0.11799785494804382, 0.17481130361557007, 0.10589519143104553, -0.07313574850559235, 0.3341063857078552, 0.0805351585149765, -0.010303521528840065, 0.2903316915035248, 0.0793217271566391, 0.19575554132461548, 0.1515142023563385, 0.21552923321723938, 0.2815910279750824, 0.0160281453281641, 0.1383633315563202, -0.03712930530309677, -0.11683594435453415, 0.13385112583637238, -0.18874622881412506, 0.00352606363594532, -0.17015250027179718, 0.35005778074264526, 0.08116805553436279, -0.15628987550735474, 0.28189146518707275, 0.2764979898929596, 0.24730394780635834, 0.20205429196357727, 0.044063545763492584, -0.03253436088562012, -0.005785316228866577, 0.5043609142303467, 0.4633308947086334, 0.33243945240974426, 0.2972452938556671, 0.13998985290527344, -0.08848297595977783, -0.11920143663883209, -0.21513468027114868, 0.02497759833931923, 0.1398221105337143, 0.00545307993888855, 0.05792728811502457, -0.20722147822380066, 0.0077562034130096436, -0.29985496401786804, 0.07270839065313339, -0.16436521708965302, -0.2196454554796219, 0.09000241011381149, -0.15843038260936737, -0.18382728099822998, -0.003781108185648918, -0.08886528015136719, -0.11598240584135056, 0.230865016579628, -0.19543595612049103, 0.25611111521720886, 0.043190330266952515, 0.01671599969267845, 0.14258982241153717, 0.1231645792722702, 0.09441310167312622, 0.04199611023068428, 0.05033794790506363, 0.12314943969249725, 0.05121676251292229, -0.05043984577059746, -0.10718856751918793, -0.002058614045381546, -0.13973060250282288, 0.40000349283218384, 0.3202654719352722, 0.25483986735343933, 0.10273122042417526, 0.14194726943969727, -0.03555916249752045, -0.231612429022789, 0.14770707488059998, 0.30469974875450134, -0.015164447948336601, 0.12177997827529907, -0.00033172592520713806, -0.005619168281555176, 0.34866368770599365, 0.004254528321325779, 0.39040303230285645, -0.028792403638362885, 0.26395437121391296, 0.29402095079421997, 0.2793233394622803, 0.39998048543930054, -0.05893366411328316, -0.08425208926200867, 0.004861065186560154, -0.05538378283381462, 0.12476024031639099, -0.09478399902582169, -0.2298952043056488, 0.45954665541648865, -0.11161690950393677, 0.13623468577861786, -0.27293410897254944, -0.1768767535686493, -0.08379846066236496, -0.004159513860940933, -0.15823474526405334, 0.4143930971622467, 0.3002922832965851, -0.4861767590045929, -0.6935861706733704, -0.14709317684173584, -0.37961480021476746, -0.09528328478336334, -0.20036719739437103, -0.13229216635227203, -0.07796011865139008, -0.07643771916627884, -0.058539893478155136, -0.07864489406347275, -0.01813233643770218, -0.23602071404457092, -0.07944859564304352, 0.3913159966468811, 0.031184915453195572, 0.10274375975131989, -0.33746594190597534, 0.02632136642932892, -0.22600655257701874, -0.1348075270652771, 0.0029030656442046165, 0.07150189578533173, -0.3907454311847687, -0.2704067826271057, -0.25229671597480774, 0.22054235637187958, 0.15477332472801208, 0.2386125922203064, 0.28220275044441223, 0.3141096532344818, 0.2633305788040161, -0.24586084485054016, 0.8163977265357971, 0.11005592346191406, 0.09026329219341278, -0.3424340486526489, 0.4572809338569641, 0.2644032835960388, -0.3148430585861206, -0.13193003833293915, 0.37015673518180847, -0.4244968295097351, -0.16544298827648163, -0.4941380023956299, 0.46560782194137573, 0.2517361044883728, 0.18796586990356445, -0.07966313511133194, 0.21471169590950012, -0.09665237367153168, 0.17519637942314148, 0.3489290773868561, 0.8130242824554443, 0.527641773223877, 0.6927814483642578, 0.3849138617515564, 0.3392462134361267, -0.041524071246385574, 0.1232602596282959, 0.31979942321777344, -0.065749891102314, 0.017158232629299164, 0.057860806584358215, 1.9219061136245728, -0.696409285068512, -0.2562512755393982, 0.8198167085647583, -0.019819211214780807, -0.061342328786849976, 0.48643362522125244, -0.4078887403011322, 0.03376113623380661, 0.4382692873477936, -0.022121623158454895, -0.351298451423645, 0.7750973105430603, 0.21733421087265015, -0.0076964544132351875, -0.05657568946480751, 0.16765646636486053, -0.18493248522281647, 0.11822894215583801, 0.44754838943481445, 0.10418511927127838, 0.33475810289382935, 0.06626589596271515, -0.23826491832733154, 0.3578643798828125, -0.19454185664653778, 0.20612065494060516, 0.2790093719959259, -0.30780893564224243, -0.3229410648345947, -0.35256993770599365, -0.02805900014936924, 0.00468016043305397, -0.19756272435188293, 0.11765852570533752, 0.7520170211791992, 7.450416564941406, 1.5107611417770386, 0.11437198519706726, 0.5951494574546814, -0.1358811855316162, 0.003412630409002304, -0.3635169267654419, -0.09811919927597046, -0.3843868374824524, 0.11751817911863327, -0.14050446450710297, -0.31742510199546814, 0.20542220771312714, 0.14697162806987762, 0.48006966710090637, 0.07358895242214203, -0.3603251874446869, -0.22081997990608215, 0.11238787323236465, -0.18624743819236755, -0.12148404866456985, -0.46677619218826294, 0.1176561489701271, 0.16418427228927612, -0.6619475483894348, -0.11255259811878204, -0.041387252509593964, -0.10729235410690308, -0.11868785321712494, -0.007780829444527626, -0.0033224131911993027, -0.31101229786872864, 0.3107077181339264, -0.2849993407726288, 0.08033692836761475, -0.03903164342045784, 0.20278789103031158, -0.0836181789636612, 0.029847871512174606, -0.05536343529820442, -0.2636159062385559, -0.17499321699142456, -0.2400917261838913, -0.030786622315645218, -0.25226065516471863, 0.27030089497566223, 0.12411540746688843, 0.16764000058174133, -0.17290543019771576, 0.012151114642620087, -0.06900863349437714, 0.05881185084581375, 0.14279142022132874, -0.08380966633558273, -0.19824859499931335, -0.1141553744673729, -0.6991742253303528, 0.0498022586107254, 0.153737872838974, -0.07359518855810165, 0.07545473426580429, 0.019130056723952293, 0.13201387226581573, -0.19759227335453033, -0.35147252678871155, 0.14009989798069, 0.03275374695658684, -0.3516545593738556, 0.053809307515621185, 0.10098007321357727, -0.1422317922115326, -0.225087970495224, -0.242484912276268, -0.013052092865109444, 0.27373960614204407, -0.1533917486667633, -0.16132403910160065, -0.23004236817359924, -0.15572358667850494, 0.040239762514829636, -0.1721382886171341, -0.08513054996728897, -0.059739574790000916, -0.12185602635145187, 0.17780351638793945, -0.6599100828170776, 0.21421559154987335, -0.10977378487586975, 0.14928148686885834, 0.31874385476112366, 0.22328273952007294, 0.009893704205751419, 0.005706127732992172, -0.1016101986169815, -0.5235779285430908, 0.28955522179603577, -0.240165114402771, -0.04969805106520653, -0.1235961765050888, 0.3986096978187561, -0.08246651291847229, -0.04480978101491928, -0.2223224639892578, -0.03519401699304581, 0.05967878922820091, -0.3089269995689392, -0.12732775509357452, 0.08552104234695435, 0.7647152543067932, -0.158555805683136, 0.15957292914390564, -0.12642866373062134, -0.04163869470357895, -0.25077497959136963, -0.27591532468795776, -0.44007426500320435, -0.04519742727279663, -0.15891514718532562, 0.1259767860174179, -0.231489360332489, 0.177623450756073, -0.08515305072069168, -0.11806768923997879, -0.24045789241790771, -0.4724358022212982, -0.052960123866796494, 0.3313382863998413, -0.054389528930187225, -0.1516028791666031, -0.20243845880031586, 0.02909110113978386, -0.07059534639120102, -0.36171454191207886, 0.030342834070324898, -0.20317691564559937, -0.16098883748054504, 0.11883566528558731, -0.18794378638267517, 0.04384536296129227, -0.24769411981105804, -0.3344632387161255, -0.5480528473854065, -0.004778435919433832, -0.2765417695045471, -0.10432414710521698, 0.0988248735666275, 0.0046973745338618755, -0.07799229025840759, -0.009387904778122902, 0.005739407613873482, 0.5340761542320251, 0.11076966673135757, -0.17436514794826508, 0.29073458909988403, -0.13411472737789154, -0.0769885778427124, -0.1526118367910385, 0.57012540102005, -0.12632273137569427, 0.188390851020813, -0.05294346436858177, -0.5445855259895325, -0.2036728858947754, 0.06009293720126152, -0.033092960715293884, -0.31476232409477234, -0.20964254438877106, -0.3896339237689972, -0.1807936280965805, -0.16444678604602814, 0.2880384624004364, -0.38972777128219604, 0.04924117401242256, 0.23715633153915405, -0.26712706685066223, -0.19412730634212494, -0.2955830991268158, -0.15149030089378357, -0.441545307636261, 0.45545828342437744, 0.11983872205018997, 0.22606748342514038, -0.10638897120952606, 0.36405524611473083, 0.02549055963754654, 0.15950752794742584, -0.2835704982280731, 0.10547470301389694, -0.20594483613967896, 0.3016926050186157, -0.007314661517739296, -0.3676222264766693, 0.0012805461883544922, -0.14114634692668915, -0.12251133471727371, 0.006529446691274643, 0.4874735176563263, -0.09405969828367233, -0.24169014394283295, -0.2499813437461853, 0.38228657841682434, -0.15678463876247406, -0.0727587416768074, 0.2197754979133606, -0.17821907997131348, -0.25461962819099426, 0.1181427538394928, -0.47579213976860046, -0.09204276651144028, 0.1072578877210617, -0.17547620832920074, 0.01619013585150242, -0.27438119053840637, -0.13116572797298431, -0.2688519358634949, -0.24776339530944824, 0.1474863886833191, -0.2482082098722458, -0.01124197244644165, 0.7274103164672852, -0.4673897624015808, -0.31797412037849426, 0.2684788703918457, -0.013119075447320938, 0.1885807067155838, 0.2512235641479492, -0.1755596399307251, 0.23878851532936096, -0.11753588914871216, 0.5495940446853638, -0.3930439054965973, 0.07416786253452301, -0.05713377147912979, -0.20470136404037476, 0.11013324558734894, 0.1603243201971054, -0.1640990972518921, 0.15212325751781464, -0.1580962985754013, -0.32184532284736633, 0.16137659549713135, -0.30946946144104004, -0.19997510313987732, 0.08674553036689758, 0.1071537658572197, -0.16856436431407928, -0.21537262201309204, 0.11310049891471863, -0.3096142113208771, 0.3311086893081665, -0.1534031182527542, 0.02737049013376236, 0.02113230526447296, 1.4153426885604858, -0.1820669323205948, 0.19621652364730835, -0.12653987109661102, -0.2612575590610504, -0.18731947243213654, 0.16347506642341614, 0.2385941445827484, 0.0248723104596138, 0.2551615536212921, -0.04829386994242668, -0.06871585547924042, -0.05317661538720131, -0.30537518858909607, -0.2632986307144165, -0.161371111869812, -0.062491051852703094, 0.5346669554710388, 0.1835389882326126, 0.3233537971973419, -0.1278265118598938, -0.14088399708271027, -0.040086083114147186, 0.1706710159778595, 0.14539358019828796, -0.31221768260002136, 0.03885558620095253, 0.3214176297187805, -0.07970406860113144, 0.03388305753469467, -0.1028309315443039, 0.18268455564975739, -0.28723785281181335, -0.3657229244709015, 0.1343962699174881, -0.05984274670481682, -0.1522715985774994, -0.3287568688392639, -0.07599849998950958, 0.02980443276464939, -0.022420134395360947, 0.017930150032043457, 0.2089092880487442, 0.4300152063369751, 0.34389933943748474, 0.16123713552951813, -0.2163318693637848, -0.33728092908859253, -0.18158036470413208, -0.27844205498695374, 0.012960296124219894, 0.38580334186553955, -0.3179907500743866, -0.21882976591587067, 0.05538782477378845, -0.17477931082248688, 0.10713102668523788, 0.006992016918957233, 0.06320369243621826, -0.6954924464225769, -0.37387681007385254, -0.0024857206735759974, 0.08277828991413116, 0.4323594570159912, -0.28816649317741394, 0.022660642862319946, 0.1724834144115448, 0.20184555649757385, -0.17424315214157104, -0.07824058830738068, -0.17067162692546844, 0.005553551018238068, 0.35136911273002625, -0.2821689546108246, -0.09246018528938293, 0.23574192821979523, -0.30940866470336914, -0.10155467689037323, -0.1922447234392166, -0.027599623426795006, -0.43461719155311584, -0.08961746096611023, -0.3680700957775116, -0.10772322118282318, -0.07234830409288406, -0.1618712991476059, -0.16519150137901306, 1.68831205368042, -0.3555908799171448, 0.005471449811011553, 0.08680347353219986, 0.03179926052689552, 0.15853719413280487, -0.26669251918792725, -0.16982397437095642, -0.2823215126991272, 0.22679445147514343, 0.007291294634342194, -0.29445797204971313, -0.1089867651462555, 0.061611250042915344, -0.007906736806035042, -0.018059343099594116, 0.11420781910419464, -0.0892152488231659, -0.1546141803264618, 0.3361530900001526, 0.01537515688687563, -0.11789470911026001, -0.3742300570011139, 0.2296736091375351, 0.0962587222456932, 0.011181785725057125, -0.19458065927028656, -0.10826656222343445, 0.21394726634025574, 0.011762678623199463, 0.08252111077308655, 0.05254353955388069, 0.03894462808966637, -0.17279355227947235, -0.12149736285209656, -0.041538067162036896, -0.10650870203971863, -0.26788729429244995, 0.23359443247318268, 0.07276427000761032, 0.05514519661664963, -0.10815611481666565, -0.06277777999639511, -0.1531221717596054, -0.18740321695804596, 0.11899764835834503, -0.3864670693874359, -0.44652029871940613, -0.3045481741428375, -0.09094547480344772, -0.0071717798709869385, 0.09621703624725342, 0.15366050601005554, 0.028888937085866928, 0.014221148565411568, -0.3352898955345154, -0.0799221396446228, -0.4211796522140503, 0.1287810355424881, 0.2658827006816864, 0.11895012855529785, -0.06061619892716408, -0.06448924541473389, 0.25439953804016113, -0.16531920433044434, -0.3430168628692627, 0.09681051969528198, 0.2636415660381317, 2.2897846698760986, -0.019993670284748077, 0.6291210055351257, -0.5394853353500366, -0.1125660240650177, 0.04411676153540611, 0.2815069556236267, -0.089519202709198, -0.21332401037216187, 0.2473294883966446, -0.33125704526901245, -0.06323866546154022, -0.16225165128707886, -0.25763198733329773, -0.25858452916145325, -0.14947302639484406, -0.036152541637420654, -0.41401973366737366, 0.27024248242378235, 0.3261367678642273, 0.007957756519317627, -0.013179833069443703, 0.10821866244077682, -0.10838155448436737, 0.1280793398618698, -0.2605774402618408, 0.20962032675743103, -0.31944698095321655, -0.11137337982654572, -0.037386029958724976, -0.21100303530693054, -0.3841569721698761, 0.0521373488008976, -0.04625969007611275, 0.5281873345375061, -0.29605284333229065, -0.10377639532089233, -0.2585749328136444, 0.09460972249507904, 0.25973618030548096, 0.20163936913013458, -0.0700608342885971, -0.034834425896406174, 0.1904851794242859, 0.35805365443229675, -0.06806136667728424, -0.16373273730278015, 0.07812503725290298, 0.20252545177936554, -0.20034149289131165, 0.1872657835483551, -0.16601991653442383, -0.23646090924739838, -0.07973210513591766, 0.019351845607161522, 0.3748144507408142, -0.08367232978343964, -0.23115147650241852, -0.5328425168991089, 0.4934704005718231, 0.029317619279026985, -0.5636197924613953, -0.09347200393676758, -0.07868455350399017, 0.06717036664485931, -0.039388615638017654, 0.0652615875005722, -0.13735049962997437, -0.31800752878189087, 0.17484891414642334, -0.45913931727409363, -0.30571722984313965, 0.15550203621387482, 0.16006481647491455, 0.10115882754325867, -0.1752295047044754, -0.09312416613101959, -0.3272930681705475, -0.3861701786518097, -0.3094395399093628, 0.22754095494747162, -0.1220516562461853, 0.045023731887340546, 1.7237043380737305, -0.2023484706878662, 0.04411640390753746, -0.14472749829292297, 0.11777660995721817, -0.17851024866104126, -0.029141105711460114, 0.4899365305900574, 0.04612519219517708, -0.04171393811702728, -0.06484107673168182, -0.17031514644622803, -0.007534405682235956, 3.912001609802246, -0.38828152418136597, 0.0063202157616615295, 0.17386415600776672, 0.3669852614402771, -0.3701211214065552, 0.6051934957504272, -0.3007059693336487, -0.10452432930469513, -0.11080923676490784, -0.05802209675312042, 0.10220113396644592, -0.010832006111741066, 0.17937763035297394, -0.11239614337682724, -0.0041470006108284, -0.1823926419019699, 0.05988038331270218, 0.03144783526659012, -0.13935452699661255, -0.3790631890296936, -0.03207704424858093, 0.210122749209404, -0.15613558888435364, -0.1714724451303482, -0.15198414027690887, -0.15064184367656708, -0.019904259592294693, 0.0045934878289699554, -0.07192402333021164, 0.10106287151575089, -0.0526580810546875, 0.2964305877685547, -0.06787580251693726, -0.055282000452280045, -0.1802738606929779, -0.06219038367271423, 0.0332874059677124, 0.31913265585899353, -0.39591675996780396, 0.025219498202204704, 0.11865708976984024, 0.08329755067825317, -0.004360310733318329, -0.06909257918596268, -0.30020585656166077, -0.0010294076055288315, -0.2828982472419739, 0.18983995914459229, -0.10483524203300476, -0.45223698019981384, -0.021668557077646255, -0.1671575903892517, -0.01977672427892685, -0.2133989781141281, -0.12087225168943405, 0.15369313955307007, -0.0627966821193695, 0.04868753254413605, -0.1909826099872589, 0.1237771287560463, 0.19965514540672302, -0.19324995577335358, -0.23569642007350922, -0.19367609918117523, -0.20519296824932098, 0.43501710891723633, 0.599850058555603, 0.09928035736083984, 0.09303788840770721, 0.07176631689071655, 0.08623543381690979, 0.21671739220619202, -0.19623441994190216, -0.12678180634975433, -0.3933490812778473, -0.01640819013118744, -0.06722477078437805, 0.23466892540454865, -0.0674910694360733, -0.09514842927455902, -0.045858047902584076, -0.0694873258471489, -0.440327525138855, -0.35764461755752563, 0.13645823299884796, 0.06471167504787445, 0.2875727415084839, 0.15610651671886444, -0.05436830222606659, -0.0007925070822238922, -0.12675723433494568]\n",
"Label: 5, vector: [0.4454260468482971, 0.08051631599664688, 0.031820882111787796, -0.05300512537360191, 0.39931899309158325, 0.27123722434043884, -0.5476163625717163, -0.3099603056907654, -0.2269468754529953, -0.27440786361694336, 0.6200476288795471, -0.08009117841720581, -0.17051301896572113, -0.5357643961906433, -0.0038944322150200605, -0.21226271986961365, -0.08342738449573517, -0.3672321140766144, -0.4783058762550354, -0.3478408753871918, -0.01114179939031601, 0.8625823259353638, -0.4011475443840027, -0.4257216155529022, -0.4296762943267822, 0.007412937935441732, 0.7121723294258118, 0.16957412660121918, 0.24501538276672363, 0.5147144198417664, -0.2702707052230835, -0.07217635214328766, 0.31158575415611267, -0.004653568379580975, -0.15642665326595306, -0.04554165154695511, 0.027351245284080505, -0.41676783561706543, 0.5237398743629456, -0.07525474578142166, -0.1523960828781128, 0.20215603709220886, -0.048028357326984406, 0.16590435802936554, 0.21082241833209991, 0.04314246401190758, -0.276378333568573, 0.32123327255249023, -0.13431484997272491, -0.460907518863678, -0.28394076228141785, 0.5123276710510254, -0.04367785155773163, -0.26754188537597656, -0.3030130863189697, -0.47019386291503906, -0.46462446451187134, -0.2578901946544647, -0.3302198648452759, 0.5008770227432251, -0.4546530842781067, -0.5672305822372437, -0.19635584950447083, -0.03102193959057331, 0.27051055431365967, 0.007216131314635277, 0.4201260805130005, -0.6442690491676331, 0.3498658239841461, -0.10708142817020416, -0.03230510652065277, -0.05167945474386215, -0.10399220883846283, 0.8388800621032715, -0.5008335113525391, -0.2016003578901291, -0.48044443130493164, -0.3733128309249878, 0.48028361797332764, -0.33445608615875244, 0.6666042804718018, -0.13961845636367798, -0.009215746074914932, 0.7344412207603455, -0.39793914556503296, -0.5502685308456421, 0.02053980529308319, -0.2777121663093567, -0.03897776082158089, -0.13438226282596588, -0.05273842439055443, 0.025299277156591415, 0.9032602906227112, -0.05225226655602455, -0.10298105329275131, 0.644242525100708, -0.30901899933815, -0.27363312244415283, 0.3355411887168884, 0.19643346965312958, 0.08381906151771545, -0.019315356388688087, -0.12659083306789398, 0.39146605134010315, -0.34503504633903503, -0.49992090463638306, -0.16087639331817627, -0.12762926518917084, -9.383633732795715e-05, 0.012336235493421555, -0.1765635460615158, 0.28025293350219727, -0.39726629853248596, 0.15408584475517273, -0.17006850242614746, -0.26141226291656494, -0.06404446065425873, 0.09175094962120056, -0.20007126033306122, -0.4176125228404999, 0.04252950847148895, -0.15100499987602234, 0.054408010095357895, -0.4579325318336487, -0.18280552327632904, -0.32664260268211365, 0.5294605493545532, -0.3204970955848694, 0.3436264991760254, -0.1841197907924652, -0.1720985770225525, -0.32687675952911377, -0.1413649618625641, -0.18486332893371582, -0.1917833834886551, 0.19561614096164703, 0.05947347730398178, -0.21115729212760925, -0.44352731108665466, -0.15756790339946747, 0.05840234458446503, -0.09313499927520752, 0.1465720385313034, -0.14524362981319427, -0.01106226071715355, -0.09502804279327393, 0.150470569729805, -0.07529137283563614, 0.05531875789165497, 0.46791914105415344, -0.05325525999069214, 0.002784756012260914, -0.07222460955381393, -0.09657701849937439, -0.011468784883618355, 0.13969731330871582, -0.23819096386432648, -0.14220543205738068, -0.1560506820678711, -0.08176043629646301, -0.22117482125759125, 0.12977322936058044, -0.0887012779712677, -0.02421223372220993, -0.41171711683273315, -0.06118158623576164, -0.3344491124153137, 0.04651563987135887, -0.18370461463928223, -0.08114086091518402, -0.20888246595859528, -0.29587939381599426, -0.024693641811609268, -0.020518001168966293, 0.08953259885311127, -0.03687256574630737, -0.3398267924785614, 0.06654076278209686, -0.09456828236579895, -0.023000309243798256, -0.12658601999282837, -0.01169522199779749, 0.3886825740337372, 0.07054083049297333, 0.20636829733848572, 0.2540656626224518, -0.05831843614578247, -0.16683970391750336, 0.09363152086734772, -0.02483820915222168, 0.2130943238735199, -0.11067791283130646, -0.11784079670906067, -0.07225300371646881, 0.15724828839302063, 0.047770049422979355, -0.2212623655796051, -0.08111032843589783, -0.05189568176865578, 0.05715479329228401, -0.22147533297538757, -0.27711156010627747, -0.053950004279613495, -0.16607056558132172, -0.19160369038581848, -0.1320168673992157, 0.12387608736753464, -0.000785081647336483, -0.025017879903316498, -0.13764576613903046, -0.025505324825644493, 0.029131075367331505, 0.0055408962070941925, -0.3504105806350708, -0.06446874141693115, -0.19780509173870087, 0.2757849097251892, -0.04117754474282265, -0.169007807970047, -0.09365758299827576, 0.2526092827320099, 0.09320135414600372, 0.06347505748271942, -0.18609273433685303, -0.23306754231452942, -0.10451720654964447, -0.04451671987771988, 0.075920969247818, 0.1742950826883316, 0.051291920244693756, -0.014773771166801453, -0.02561108022928238, -0.1710224598646164, -0.31618577241897583, 0.1309908628463745, -0.029734468087553978, 0.0733066201210022, -0.11656525731086731, -0.160557359457016, -0.07158653438091278, -0.1402777135372162, 0.06304340809583664, -0.14386330544948578, -0.2890626788139343, -0.16463303565979004, -0.19765499234199524, -0.25442665815353394, -0.18543562293052673, -0.11892625689506531, -0.15238046646118164, 0.043326884508132935, -0.15099363029003143, -0.1943710893392563, 0.04358089715242386, -0.04546069726347923, -0.2463146299123764, -0.1251576542854309, -0.07342361658811569, -0.09217764437198639, -0.12498758733272552, -0.1081400215625763, -0.2990257143974304, -0.2458217889070511, -0.279829740524292, -0.27212977409362793, -0.05954567715525627, -0.11429766565561295, -0.06852485239505768, 0.26615074276924133, -0.17604458332061768, 0.021294988691806793, -0.20586667954921722, -0.2316582351922989, 0.04466741532087326, 0.1514371931552887, -0.200150266289711, 0.06586043536663055, 0.09440528601408005, 0.030136067420244217, 0.16905084252357483, -0.18616710603237152, -0.09931714832782745, -0.16713327169418335, -0.04777450114488602, -0.2622218132019043, -0.008802018128335476, 0.24595226347446442, -0.10043570399284363, -0.04858486354351044, -0.035555850714445114, -0.08607654273509979, -0.03976317495107651, 0.04840875416994095, -0.07652158290147781, 0.2236267626285553, -0.12001364678144455, 0.007456691935658455, -0.21598653495311737, -0.11962316185235977, -0.015034109354019165, 0.03726378455758095, -0.24477878212928772, 0.30922776460647583, 0.26706549525260925, -0.4373592734336853, -0.49796009063720703, -0.12301399558782578, -0.3265477418899536, -0.09372635930776596, -0.1752055436372757, -0.04145432263612747, -0.08977574110031128, 0.013837304897606373, 0.09248138964176178, -0.24740979075431824, -0.06730630993843079, -0.23823726177215576, -0.02334667183458805, 0.29319849610328674, 0.2662196755409241, -0.10692742466926575, -0.31104689836502075, 0.03148392587900162, -0.08524603396654129, -0.022067181766033173, 0.1555936336517334, 0.1760827898979187, -0.1885400116443634, -0.13867788016796112, -0.336857408285141, 0.14382876455783844, 0.1829671710729599, -0.14023587107658386, -0.1279960423707962, 0.22631396353244781, 0.18149349093437195, -0.29313597083091736, 0.4697912931442261, -0.09295868128538132, 0.019599203020334244, -0.2235269695520401, 0.14094281196594238, -0.0574244000017643, -0.21188436448574066, -0.30001646280288696, 0.18373751640319824, -0.4981793761253357, -0.11462265253067017, -0.6879072785377502, 0.06272801011800766, 0.1555006057024002, 0.13554280996322632, -0.1103779748082161, 0.26298874616622925, -0.20726901292800903, -0.15916922688484192, 0.026307646185159683, 0.49852636456489563, 0.07991895824670792, 0.09092070907354355, 0.1694989949464798, 0.27721720933914185, -0.03481623902916908, 0.19417643547058105, 0.09966582804918289, -0.15149545669555664, -0.04511726647615433, -0.19790765643119812, 1.6324641704559326, -0.5331202745437622, -0.1935274749994278, 0.5372406840324402, -0.13193728029727936, -0.28370171785354614, 0.27612054347991943, -0.2292313426733017, 0.010349282994866371, 0.18411315977573395, -0.12726722657680511, -0.29097944498062134, 0.5882887244224548, 0.12470290064811707, -0.07140986621379852, 0.09491080045700073, 0.08012853562831879, -0.13100863993167877, 0.06368641555309296, 0.14789921045303345, -0.09332581609487534, 0.3952367901802063, -0.21851839125156403, -0.1349729746580124, 0.46255844831466675, 0.26676902174949646, 0.02934160642325878, 0.3080728352069855, -0.049000173807144165, -0.30922532081604004, -0.283172070980072, 0.24104651808738708, 0.12491409480571747, -0.14780043065547943, 0.012315940111875534, 0.5908352732658386, 7.491973400115967, 3.327700138092041, 0.15065531432628632, 0.6135493516921997, -0.1233634501695633, 0.15631893277168274, -0.3243611454963684, -0.07732757925987244, -0.31796345114707947, 0.09685442596673965, -0.1706557720899582, -0.2206743359565735, 0.252258837223053, 0.3897032141685486, 0.39209944009780884, 0.05407767742872238, -0.12935146689414978, -0.16074465215206146, 0.14371390640735626, -0.0686735138297081, -0.16484768688678741, -0.2717621326446533, 0.26592880487442017, 0.2013244330883026, -0.51471346616745, -0.11021420359611511, -0.01872275210916996, -0.09210948646068573, -0.12618309259414673, 0.13825908303260803, -0.11518306285142899, -0.2054009586572647, 0.3340429365634918, -0.31468313932418823, -0.027892855927348137, -0.04506491869688034, 0.041696034371852875, -0.14300638437271118, 0.1639491319656372, -0.050524692982435226, -0.3154211938381195, -0.15917766094207764, -0.05453505367040634, -0.05985080078244209, 0.048097703605890274, 0.21821576356887817, 0.19316117465496063, 0.1924000233411789, -0.3706966042518616, 0.10841761529445648, -0.21843251585960388, -0.0938682109117508, 0.18900494277477264, -0.023520678281784058, -0.2840763330459595, -0.011322179809212685, -0.6327217221260071, 0.18718065321445465, 0.21203884482383728, -0.07954288274049759, 0.11283420771360397, 0.09008985012769699, 0.09797829389572144, -0.1894049197435379, -0.38197293877601624, 0.28560078144073486, 0.09585912525653839, -0.4495793282985687, 0.02990827150642872, 0.5824341773986816, 0.21605201065540314, -0.22383850812911987, -0.14896488189697266, 0.10546649992465973, 0.4153267741203308, -0.1562715768814087, -0.013564184308052063, -0.3303590714931488, -0.10991470515727997, 0.14956705272197723, -0.07903267443180084, -0.18743105232715607, -0.04018871486186981, -0.07228061556816101, 0.06397770345211029, -0.6634096503257751, 0.39699211716651917, -0.10109575092792511, 0.005739517044275999, 0.3650338351726532, 0.07485250383615494, 0.14785221219062805, 0.023250339552760124, 0.29478922486305237, -0.43978220224380493, 0.17783533036708832, -0.09912596642971039, -0.03333810716867447, -0.1755165010690689, 0.32711392641067505, -0.2488279491662979, 0.16105498373508453, -0.20698785781860352, -0.08362063765525818, -0.11594720184803009, -0.3739584684371948, -0.28365886211395264, 0.29132941365242004, 0.6950313448905945, -0.06413944810628891, 0.1536889672279358, -0.15342122316360474, 0.0021041706204414368, 0.0257356446236372, -0.30078619718551636, -0.465231716632843, 0.1710232049226761, -0.24197350442409515, -0.011262979358434677, -0.27532291412353516, 0.21079406142234802, 0.05770564824342728, -0.0069684479385614395, -0.32964760065078735, -0.19816559553146362, 0.11112914979457855, 0.3137674629688263, 0.01363535225391388, -0.08352690935134888, -0.2477966994047165, 0.03413671255111694, -0.11445630341768265, -0.48227545619010925, -0.11726218461990356, -0.10643699020147324, -0.15994924306869507, 0.024223487824201584, -0.2533462643623352, 0.1742478758096695, -0.29102158546447754, -0.2640641927719116, -0.46002182364463806, 0.10737819224596024, -0.19370195269584656, 0.028544019907712936, 0.01079372875392437, -0.033508703112602234, -0.22384454309940338, -0.05891193449497223, 0.20542187988758087, 0.0560179203748703, 0.04083533212542534, -0.11463168263435364, 0.28297558426856995, -0.17220143973827362, -0.07958145439624786, -0.10699351131916046, 0.5280748009681702, -0.1203615739941597, 0.17200057208538055, 0.022329561412334442, -0.34047824144363403, -0.24954701960086823, -0.015227705240249634, -0.1943991482257843, -0.16441117227077484, -0.280566543340683, -0.29312068223953247, -0.2222496122121811, -0.20556281507015228, 0.21312598884105682, -0.4405849277973175, 0.12295347452163696, 0.22067981958389282, -0.05985008180141449, -0.16942298412322998, -0.3280673623085022, -0.11419373750686646, -0.44899260997772217, 0.7167317867279053, 0.3430526852607727, 0.11408665776252747, -0.07229656726121902, 0.4908272325992584, 0.05361797660589218, 0.15666566789150238, -0.3295706510543823, 0.04332118108868599, -0.3098851144313812, 0.22184987366199493, 0.19504284858703613, -0.18075405061244965, -0.08128340542316437, -0.12260277569293976, -0.17446762323379517, 0.012093022465705872, 0.6786485314369202, -0.20467498898506165, 0.08852159976959229, -0.18647430837154388, 0.3771578073501587, -0.20558716356754303, 0.018846901133656502, 0.06830953061580658, 0.12200623750686646, -0.14350087940692902, 0.15789097547531128, -0.4088467061519623, 0.5834691524505615, 0.02634662762284279, -0.07353777438402176, -0.09259860962629318, -0.20108386874198914, -0.14306123554706573, -0.2532854378223419, -0.3071093261241913, 0.1379881054162979, -0.19529494643211365, 0.033296115696430206, 0.9290595054626465, -0.1164405345916748, -0.3152868151664734, 0.44394078850746155, 0.21533405780792236, 0.32845476269721985, 0.23104389011859894, -0.18005284667015076, 0.30756399035453796, -0.029767660424113274, 0.5133781433105469, -0.4153992235660553, 0.1919838786125183, -0.03046606108546257, -0.17371582984924316, 0.338860422372818, 0.2110230177640915, -0.1960330754518509, 0.1572106033563614, -0.19784140586853027, -0.2634718418121338, 0.0614507719874382, -0.33998000621795654, -0.045043252408504486, -0.059093065559864044, 0.18272961676120758, -0.2665063142776489, -0.06870901584625244, 0.06204172596335411, -0.21369817852973938, 0.19173961877822876, -0.13999228179454803, -0.0423307940363884, 0.17208465933799744, 1.2748063802719116, -0.16403107345104218, 0.12320291996002197, -0.10605953633785248, -0.1863030195236206, -0.07143036276102066, -0.05737590789794922, 0.29960134625434875, -0.08167485892772675, 0.05904078483581543, 0.11371327191591263, 0.06040448695421219, -0.04320143535733223, -0.30487701296806335, -0.20910874009132385, -0.29971790313720703, -0.11764811724424362, 0.4043619632720947, 0.193673774600029, 0.19972844421863556, -0.060822561383247375, -0.07226420938968658, -0.022286685183644295, 0.31447720527648926, 0.13892388343811035, -0.05147666856646538, -0.08391585946083069, 0.31591641902923584, -0.06296949833631516, -0.12916311621665955, 0.11556914448738098, 0.8411594033241272, -0.36968693137168884, -0.4632871150970459, 0.20010389387607574, -0.027288571000099182, 0.1090255081653595, -0.37093445658683777, 0.06303809583187103, 0.12736773490905762, 0.1277073472738266, 0.20608483254909515, 0.15478600561618805, 0.758723258972168, 0.31497958302497864, 0.08274181187152863, 0.04256631061434746, -0.2391355186700821, -0.1610187441110611, -0.3923778831958771, 0.02108408324420452, 0.5120494961738586, -0.3038403391838074, -0.2782740890979767, 0.0681726261973381, -0.1098528802394867, 0.31086307764053345, 0.07805988937616348, 0.40387842059135437, -0.7022313475608826, -0.36478981375694275, 0.005897624418139458, -0.021249884739518166, 0.21692124009132385, -0.2683325409889221, -0.04039684310555458, 0.2518494427204132, 0.040048837661743164, -0.12720705568790436, -0.02668328583240509, -0.0638783872127533, -0.026068881154060364, 0.3702916204929352, -0.24240508675575256, -0.16431556642055511, 0.2371920794248581, -0.052580300718545914, -0.048848241567611694, -0.039181679487228394, 0.08686035126447678, -0.49519670009613037, -0.14420931041240692, -0.33444756269454956, -0.25317734479904175, -0.1794595867395401, -0.12280435860157013, -0.19691145420074463, 1.8209806680679321, -0.28181105852127075, -0.15956056118011475, 0.22961969673633575, 0.0401255302131176, 0.2694244980812073, -0.26627641916275024, -0.10672759264707565, -0.3180285096168518, 0.2228025197982788, 0.12669587135314941, -0.0815029963850975, -0.07719430327415466, -0.10106567293405533, -0.19761162996292114, -0.09718827158212662, 0.3771135210990906, -0.1741083860397339, -0.260233074426651, 0.24818213284015656, 0.0027850577607750893, -0.20198605954647064, -0.24467667937278748, 0.3620142340660095, 0.23203806579113007, 0.19455575942993164, -0.21722155809402466, 0.1396612524986267, 0.21778424084186554, -0.19489213824272156, 0.012495212256908417, 0.012486868537962437, 0.19550363719463348, 0.08623682707548141, -0.20258909463882446, 0.07407967746257782, 0.06766380369663239, -0.2220647633075714, 0.1442091464996338, 0.03852006047964096, -0.026775414124131203, -0.20962059497833252, -0.09197636693716049, 0.19221940636634827, -0.27154454588890076, 0.3089035451412201, -0.4840475916862488, -0.36520087718963623, -0.4320736825466156, -0.17669734358787537, 0.1569785177707672, 0.06932353973388672, 0.1345137506723404, -0.04428482428193092, 0.10911516100168228, -0.09684577584266663, -0.021599464118480682, -0.36482560634613037, 0.0016348036006093025, 0.1653197854757309, 0.19297954440116882, -0.3174029588699341, -0.10252857208251953, 0.3758135437965393, 0.019921965897083282, -0.2359911948442459, 0.16643685102462769, 0.4948328733444214, 1.8517731428146362, 0.05680655688047409, 0.674953281879425, -0.34632012248039246, -0.1243293285369873, 0.0372774712741375, 0.5700469017028809, -0.15576516091823578, -0.3401612341403961, 0.19030913710594177, -0.3339606523513794, -0.21232013404369354, -0.21718144416809082, -0.2220795750617981, -0.08432925492525101, -0.26999691128730774, 0.08511291444301605, -0.2789236903190613, 0.2296476811170578, 0.44642531871795654, 0.09382962435483932, 0.6186880469322205, 0.05607510358095169, 0.3754958510398865, -0.017835404723882675, -0.07285244762897491, 0.05194282904267311, -0.14180083572864532, -0.17731885612010956, -0.34583786129951477, -0.13126271963119507, 0.04815135896205902, 0.1930655688047409, -0.12082082033157349, 0.7121647000312805, -0.39519062638282776, -0.14903144538402557, -0.03635799512267113, -0.24552814662456512, 0.21790961921215057, 0.31199735403060913, -0.11458130180835724, -0.15692372620105743, -0.021284764632582664, 0.4053204655647278, 0.037155356258153915, -0.1765357255935669, 0.08903010934591293, 0.3846931755542755, 0.023126160725951195, 0.12704922258853912, -0.15724581480026245, -0.32166534662246704, -0.15497355163097382, 0.05947912484407425, 0.4121083915233612, -0.03091680258512497, -0.17350457608699799, -0.47026291489601135, 0.568621814250946, -0.015787653625011444, -0.48492804169654846, -0.11111883819103241, -0.15526294708251953, 0.010812032967805862, -0.016712497919797897, 0.1498635709285736, -0.08456699550151825, -0.26691579818725586, 0.42039573192596436, -0.5532421469688416, -0.24212999641895294, 0.26839324831962585, 0.1268363744020462, 0.08915868401527405, -0.14531104266643524, -0.10330218076705933, -0.18268011510372162, -0.2870006263256073, -0.1590231955051422, 0.5970080494880676, -0.421949177980423, 0.21057268977165222, 2.0327470302581787, -0.05263676866889, 0.08693841844797134, 0.046813853085041046, 0.14294570684432983, -0.06131504848599434, 0.12179473042488098, 0.4274432361125946, 0.13328999280929565, 0.2036704570055008, -0.0368543416261673, 0.14239056408405304, -0.15196432173252106, 3.8718245029449463, -0.3816136121749878, 0.06969115883111954, 0.2724444568157196, 0.13475362956523895, -0.1651505082845688, 0.7020360231399536, -0.4257184565067291, 0.4245169460773468, -0.15016832947731018, -0.11599604785442352, 0.2219403088092804, 0.20766310393810272, 0.3116746246814728, -0.17166264355182648, 0.0005103833973407745, -0.11031828075647354, 0.004423092119395733, -0.10217869281768799, -0.2658940553665161, -0.19267457723617554, -0.032645195722579956, 0.08854105323553085, -0.055844441056251526, -0.2312980592250824, -0.1863328516483307, -0.11406295001506805, 0.02837138995528221, -0.022060103714466095, -0.061685431748628616, 0.09606273472309113, 0.012744917534291744, 0.4626518785953522, -0.08514044433832169, -0.09627196192741394, -0.21803024411201477, -0.03003813326358795, -0.039057619869709015, 0.39597609639167786, -0.1889658272266388, -0.02691221423447132, 0.01860496588051319, -0.019633371382951736, 0.15347516536712646, 0.047080036252737045, -0.1377175748348236, 0.1258743405342102, -0.2670500874519348, 0.13319826126098633, -0.08919060975313187, 0.3479428291320801, 0.016446702182292938, -0.027910709381103516, -0.10861435532569885, -0.18710294365882874, -0.11074074357748032, 0.14742110669612885, -0.063498355448246, 0.13809221982955933, -0.1362224519252777, 0.2838062644004822, 0.13961365818977356, -0.20554646849632263, -0.12082158774137497, -0.0385262630879879, 0.011399798095226288, 0.05826649069786072, 0.5821954607963562, -0.1254132091999054, 0.04998016729950905, 0.181335911154747, -0.033620335161685944, -0.09751296043395996, -0.0689556896686554, 0.010180572047829628, -0.18862903118133545, 0.04246525093913078, -0.02787507325410843, 0.22069913148880005, -0.052019719034433365, 0.027428239583969116, -0.040435828268527985, 0.0020582303404808044, -0.4046977460384369, -0.20192402601242065, -0.00042697787284851074, -0.060834214091300964, 0.1281413584947586, -0.10672104358673096, -0.13320472836494446, 0.22466924786567688, 0.07495048642158508]\n",
"Label: 5, vector: [0.363039493560791, 0.06270845234394073, -0.4517208933830261, -0.09807906299829483, 0.10223278403282166, 0.419094979763031, -0.7057058215141296, -0.37698838114738464, -0.2716706395149231, -0.29210254549980164, 0.7728171348571777, -0.03269003704190254, -0.23960481584072113, -0.6642428040504456, -0.15041300654411316, -0.2400234192609787, -0.020161215215921402, -0.4898574948310852, -0.27444517612457275, -0.29739728569984436, 0.0109328031539917, 1.1294819116592407, -0.6222079396247864, -0.4523089826107025, -0.5031833052635193, -0.15455268323421478, 0.6230993866920471, -0.05695198476314545, 0.137313574552536, 0.4807991087436676, -0.46763524413108826, 0.006311649456620216, 0.45398253202438354, 0.1447487771511078, -0.20346106588840485, -0.06639440357685089, 0.07531826198101044, -0.4600318372249603, 0.3504308760166168, -0.2567117214202881, -0.12513253092765808, 0.2550613284111023, -0.09371267259120941, 0.39141568541526794, 0.04427199438214302, -0.1451835036277771, -0.3917156159877777, 0.3764696419239044, -0.23085857927799225, -0.5151258111000061, -0.56430584192276, 0.11960063129663467, 0.04497150704264641, -0.37543153762817383, -0.38922005891799927, -0.6554087400436401, -0.5621569156646729, -0.32787269353866577, -0.4812021553516388, 0.5929754972457886, -0.5267664790153503, -0.4718931317329407, -0.13425186276435852, 0.024585969746112823, 0.3284904360771179, 0.06917358934879303, 0.06355239450931549, -0.7305713295936584, 0.2777485251426697, -0.04738788306713104, 0.12966033816337585, -0.03768148273229599, -0.027935989201068878, 1.0955612659454346, -0.6405476927757263, -0.30649882555007935, -0.40325844287872314, -0.5593702793121338, 0.4534115791320801, -0.35980403423309326, 0.911013126373291, -0.21669477224349976, -0.11874237656593323, 0.4113256633281708, -0.471537321805954, -0.6030804514884949, 0.015367362648248672, -0.32022368907928467, -0.166824609041214, -0.21440011262893677, -0.28421562910079956, 0.21900348365306854, 0.47139328718185425, 0.1502019464969635, -0.38252606987953186, 0.9489933848381042, -0.2767973840236664, -0.42796826362609863, 0.4216976463794708, 0.12469540536403656, -0.13568919897079468, 0.016888637095689774, -0.2198844701051712, 0.46778011322021484, -0.3011128604412079, -0.5920113921165466, -0.17488303780555725, -0.143022820353508, -0.20037344098091125, -0.052739135921001434, -0.08115264773368835, 0.03951384872198105, -0.5863438844680786, -0.02007306180894375, -0.3447604775428772, -0.3236505687236786, -0.040166471153497696, 0.17082662880420685, -0.09479174017906189, -0.36943042278289795, -0.13458742201328278, -0.260556161403656, 0.10007360577583313, -0.5430262088775635, -0.2903948426246643, -0.2924112379550934, 0.6060532331466675, -0.40460532903671265, 0.8187928199768066, -0.11994761973619461, -0.1646663248538971, -0.4609939754009247, -0.13073955476284027, -0.286751389503479, -0.3404342532157898, 0.20960326492786407, -0.01935116946697235, -0.5305444002151489, -0.49660947918891907, -0.17814134061336517, -0.07957366108894348, -0.4082508087158203, -0.04316752776503563, -0.12367420643568039, -0.01674465462565422, -0.03556224703788757, 0.5273674130439758, 0.07699117064476013, 0.0022912975400686264, 0.5570154786109924, 0.23277993500232697, -0.011866031214594841, -0.08614186942577362, -0.0591156929731369, -0.001511676236987114, 0.09834104031324387, -0.13572613894939423, -0.03099697083234787, -0.271800696849823, -0.01179203949868679, -0.04864634573459625, 0.24910511076450348, 0.026976626366376877, 0.09913283586502075, -0.30363932251930237, 0.01307646557688713, -0.2275824099779129, 0.06501699984073639, 0.014377988874912262, 0.015231695026159286, 0.09570087492465973, -0.20947636663913727, -0.0489419549703598, 0.03396857529878616, 0.07095476984977722, 0.21697676181793213, -0.2831144332885742, 0.3238956332206726, 0.13970305025577545, -0.00405320106074214, -0.0587228462100029, 0.17153805494308472, 0.3902927339076996, 0.13398773968219757, 0.2155287265777588, 0.2815987467765808, 0.13565365970134735, 0.019979411736130714, 0.12849238514900208, 0.016690494492650032, 0.2428164780139923, 0.01995350420475006, 0.19206874072551727, -0.04128269478678703, 0.31915202736854553, -0.0004914887249469757, -0.19524742662906647, -0.001184903085231781, -0.0026190467178821564, 0.1922820806503296, -0.008872500620782375, -0.23996157944202423, 0.0006756745278835297, 0.08366909623146057, 0.05214766040444374, -0.1293712556362152, 0.21372689306735992, 0.005556242540478706, 0.06560348719358444, 0.06044091284275055, 0.059237319976091385, 0.016428882256150246, 0.09253629297018051, -0.14466018974781036, 0.0634959414601326, -0.1940268576145172, 0.17631593346595764, -0.013818800449371338, -0.09501633048057556, -0.11266526579856873, 0.19513216614723206, 0.14439678192138672, 0.2598359286785126, -0.1601247489452362, -0.25447240471839905, -0.031027138233184814, 0.21199072897434235, 0.38855862617492676, 0.3427466154098511, 0.08097320795059204, -0.01943286508321762, -0.022384054958820343, -0.039017241448163986, -0.2941421568393707, 0.005517907440662384, 0.20320624113082886, 0.00141818355768919, -0.1238023042678833, -0.047536253929138184, -0.07782664895057678, -0.09018296003341675, -0.09380453824996948, -0.28990304470062256, -0.11087602376937866, -0.12111737579107285, -0.012271903455257416, -0.05615188926458359, -0.14636453986167908, -0.0011595189571380615, -0.38734984397888184, 0.018809746950864792, -0.17238478362560272, 0.08450940996408463, 0.04086003080010414, -0.04391000047326088, -0.15897440910339355, -0.055599506944417953, 0.08380896598100662, -0.14186587929725647, 0.03456283360719681, -0.09646277129650116, -0.26285266876220703, -0.20408624410629272, -0.23528854548931122, -0.05950534716248512, -0.2641523778438568, 0.06469786167144775, -0.023471849039196968, 0.10000327974557877, -0.07388002425432205, 0.0700235366821289, -0.2964252233505249, -0.16764666140079498, 0.08763701468706131, 0.23459143936634064, -0.14848865568637848, -0.004647522233426571, 0.20036859810352325, -0.025211554020643234, 0.25076666474342346, -0.1345575898885727, -0.0868711769580841, -0.32318592071533203, -0.08388324081897736, -0.09111614525318146, -0.09492902457714081, 0.3264162540435791, -0.235050767660141, -0.1712583601474762, -0.040950555354356766, -0.027035603299736977, 0.0435572974383831, 0.06964926421642303, -0.16435715556144714, 0.11680655181407928, -0.1264256089925766, -0.04542858898639679, -0.308687686920166, -0.0516105480492115, -0.09257123619318008, -0.17887981235980988, -0.18380960822105408, 0.625572681427002, 0.17185811698436737, -0.5799890756607056, -0.7651177048683167, -0.20396459102630615, -0.2986697554588318, -0.3048441410064697, -0.2599817216396332, -0.09235364198684692, -0.12521162629127502, -0.1913727968931198, 0.03352220728993416, -0.04131718724966049, -0.005175590515136719, -0.2622818052768707, -0.12823233008384705, 0.44337478280067444, 0.013361617922782898, 0.12005715072154999, -0.3458908796310425, 0.13266725838184357, -0.06658002734184265, -0.12111224979162216, -0.017042644321918488, 0.06312524527311325, -0.38733604550361633, -0.35995781421661377, -0.4004766345024109, -0.003038344904780388, 0.37906599044799805, 0.039498284459114075, -0.11102262139320374, 0.026190267875790596, 0.5446149706840515, -0.30979400873184204, 0.6162513494491577, -0.22240599989891052, 0.09999512881040573, -0.40059125423431396, 0.4412686228752136, 0.10691143572330475, -0.26747825741767883, -0.20188499987125397, 0.23692166805267334, -0.6374109983444214, -0.18060709536075592, -0.7469295859336853, 0.31421178579330444, 0.15607355535030365, 0.3504011631011963, -0.2524351179599762, 0.16182003915309906, -0.12609024345874786, -0.032435912638902664, 0.21912889182567596, 0.7219667434692383, 0.3018685579299927, 0.3756626844406128, -0.021452685818076134, 0.24314762651920319, -0.23692917823791504, 0.04028413072228432, 0.31393176317214966, -0.21920283138751984, -0.16879704594612122, -0.06440050899982452, 1.4900838136672974, -0.5739567279815674, -0.22955827414989471, 0.566709041595459, -0.11842745542526245, -0.3143666088581085, 0.336828351020813, -0.28458651900291443, 0.07862195372581482, 0.19533473253250122, -0.12790460884571075, -0.34254804253578186, 0.49517521262168884, 0.2776704430580139, -0.0789726972579956, 0.07884481549263, 0.16958104074001312, -0.1283804327249527, 0.07644890248775482, 0.2803928554058075, 0.08782894909381866, 0.32297196984291077, -0.01664932817220688, -0.24725791811943054, 0.5141320824623108, -0.09600099176168442, 0.03930066525936127, 0.20519664883613586, -0.2970627546310425, -0.48284903168678284, -0.37077414989471436, -0.02297561801970005, 0.0199744813144207, -0.25256019830703735, -0.05052066221833229, 0.7506267428398132, 7.249194145202637, 3.223228931427002, 0.24074511229991913, 0.4146595895290375, -0.03207406401634216, -0.009796150028705597, -0.23281030356884003, -0.0657874345779419, -0.24053457379341125, 0.11011352390050888, -0.07470135390758514, -0.2685356140136719, 0.31382784247398376, 0.10387375205755234, 0.23830556869506836, 0.29044318199157715, -0.19243796169757843, -0.20794163644313812, 0.19015829265117645, -0.11435458809137344, -0.06345058977603912, -0.17660509049892426, 0.2498777210712433, 0.31800204515457153, -0.3688652813434601, -0.1689404994249344, -0.10427262634038925, -0.16338127851486206, 0.06431932002305984, 0.041444651782512665, -0.05113963782787323, -0.1204921156167984, 0.2471354603767395, -0.22635212540626526, 0.10656296461820602, -0.204340860247612, 0.10130205750465393, -0.05413029342889786, -0.12738990783691406, -0.08917562663555145, -0.36401525139808655, -0.2604239583015442, 0.15256716310977936, -0.10718314349651337, -0.08551982790231705, 0.09875766187906265, 0.028638217598199844, 0.15259720385074615, -0.25215262174606323, 0.10051541030406952, -0.08510875701904297, -0.038519084453582764, 0.07933580875396729, 0.004875418730080128, -0.20297905802726746, -0.01895211637020111, -0.8766778111457825, -0.014040907844901085, 0.26418548822402954, -0.05241527408361435, 0.0674009770154953, 0.03873852267861366, 0.11510976403951645, -0.037311751395463943, -0.2618291974067688, -0.1105697974562645, 0.20188471674919128, -0.2685251533985138, -0.18777374923229218, 0.4233253300189972, 0.03564957529306412, -0.19910100102424622, -0.23014919459819794, 0.26407334208488464, 0.45647549629211426, -0.2899463474750519, -0.025491885840892792, -0.19270513951778412, -0.21665973961353302, -0.3423474133014679, -0.16761092841625214, -0.16758058965206146, -0.07239095866680145, -0.06698968261480331, 0.14037834107875824, -0.6446832418441772, 0.10549536347389221, 0.028674643486738205, -0.11594124883413315, 0.23390880227088928, 0.27553093433380127, 0.04710929095745087, 0.0206744447350502, -0.2798987627029419, -0.5178406834602356, 0.25557568669319153, -0.03666765242815018, 0.0366894006729126, -0.08035275340080261, 0.5021518468856812, -0.3760376274585724, -0.06483735144138336, -0.11365588754415512, 0.19644108414649963, -0.05989057943224907, -0.2852059602737427, -0.33297595381736755, 0.12379496544599533, 0.9957375526428223, -0.20358635485172272, 0.22803476452827454, 0.08799730241298676, 0.10363923013210297, -0.3708381652832031, -0.3732549250125885, -0.28482627868652344, 0.01780891604721546, -0.2861696779727936, 0.16497373580932617, -0.12359802424907684, 0.208676278591156, -0.03110882267355919, -0.047536786645650864, -0.09506475925445557, -0.2889178991317749, 0.14495083689689636, 0.2090519815683365, -0.12775422632694244, 0.0950104370713234, -0.2624216079711914, 0.17548856139183044, 0.13335968554019928, -0.5627331733703613, 0.010417923331260681, -0.021348129957914352, -0.043492209166288376, 0.10855918377637863, -0.3065395951271057, -0.06952227652072906, -0.21374958753585815, -0.43907830119132996, -0.19481074810028076, 0.07689449191093445, -0.16153082251548767, 0.13710325956344604, -0.04897288978099823, -0.24839529395103455, 0.0629420131444931, -0.005086170509457588, 0.10514803975820541, 0.03848377242684364, -0.032470352947711945, -0.15032006800174713, 0.07361315190792084, -0.15253353118896484, 0.27655377984046936, -0.1295585185289383, 0.5361490845680237, -0.3036896884441376, 0.021920878440141678, -0.020778268575668335, -0.26042672991752625, -0.10922011733055115, 0.14247074723243713, -0.145122691988945, -0.15245097875595093, -0.1729596108198166, -0.2856105864048004, -0.31660163402557373, -0.16557276248931885, 0.3675670325756073, -0.1979454755783081, 0.12971121072769165, 0.20746153593063354, -0.18685317039489746, -0.13579928874969482, -0.3494170606136322, -0.05146137252449989, -0.34267985820770264, 0.6184184551239014, 0.23703238368034363, 0.2303124964237213, -0.039326898753643036, 0.7050156593322754, 0.23838204145431519, 0.15739499032497406, -0.24733294546604156, 0.2339312732219696, -0.14033007621765137, 0.26571762561798096, 0.016481585800647736, -0.3858325779438019, -0.03138497471809387, -0.17063523828983307, -0.049394018948078156, -0.07661762833595276, 0.44655299186706543, -0.06278493255376816, -0.20680147409439087, -0.1943725347518921, 0.3031465709209442, -0.30193570256233215, -0.07155352085828781, 0.03304342180490494, -0.11551658809185028, -0.24809999763965607, -0.011387180536985397, -0.4303956627845764, 0.05176059529185295, -0.03342605009675026, -0.26462996006011963, 0.10462776571512222, -0.24672485888004303, -0.15579956769943237, -0.30317920446395874, -0.36971068382263184, 0.8709858059883118, -0.3104693293571472, -0.030105553567409515, 1.0473142862319946, -0.22396177053451538, -0.2958582639694214, 0.23882804811000824, -0.1586594134569168, 0.32919853925704956, 0.1874275505542755, -0.12094436585903168, 0.3336377739906311, 0.025923723354935646, 1.4692845344543457, -0.32326945662498474, 0.23412984609603882, -0.12174279987812042, -0.11727961152791977, 0.3225685656070709, -0.0024327500723302364, -0.19652335345745087, 0.05839654803276062, -0.12998409569263458, -0.45358818769454956, 0.21004340052604675, -0.2933795750141144, -0.11986639350652695, -0.04000093415379524, 0.26550835371017456, -0.2657037377357483, -0.025500323623418808, 0.28255629539489746, -0.3144431412220001, 0.12873224914073944, -0.182732492685318, 0.013686828315258026, 0.031241819262504578, 1.7998660802841187, -0.2853199541568756, 0.09355903416872025, 0.16905072331428528, -0.15604659914970398, 0.11756943166255951, 0.10534562170505524, 0.16324886679649353, 0.14269402623176575, 0.2415795624256134, 0.0383184440433979, 0.01735709235072136, -0.10722524672746658, -0.1552758514881134, -0.26986318826675415, -0.27127605676651, -0.049371883273124695, 0.4887205958366394, 0.39399442076683044, 0.013623656705021858, -0.30844905972480774, -0.01965068280696869, -0.23196101188659668, 0.15021148324012756, 0.8006662130355835, -0.2646366357803345, -0.10254205763339996, 0.24579502642154694, -0.055118873715400696, -0.028031596913933754, 0.07693935930728912, 0.5110482573509216, -0.3934426009654999, -0.29938557744026184, 0.14733335375785828, 0.02284425124526024, -0.0014967136085033417, -0.2164612114429474, 0.20999401807785034, -0.30232933163642883, -0.008510137908160686, -0.3579642176628113, 0.06455638259649277, 0.3222176134586334, 0.15269187092781067, 0.07379941642284393, -0.09522028267383575, -0.3015279471874237, 0.015515260398387909, -0.1651628017425537, -0.07015420496463776, 0.3035431504249573, -0.36624521017074585, -0.08072395622730255, -0.014216059818863869, -0.22627216577529907, 0.2632311284542084, -0.019989553838968277, 0.040359869599342346, -0.5843977332115173, -0.21076993644237518, 0.042855944484472275, 0.13325710594654083, 0.2497885376214981, -0.15029378235340118, 0.08795026689767838, 0.3811000883579254, 0.11286234855651855, -0.3711341321468353, 0.039194073528051376, 0.0747871845960617, 0.06824729591608047, 0.20861706137657166, -0.08258368074893951, -0.07316434383392334, 0.29340898990631104, -0.12532460689544678, 0.013078810647130013, -0.2387963980436325, 0.0506405383348465, -0.5553249716758728, -0.10016138851642609, -0.2249094694852829, -0.12458764016628265, -0.1415305882692337, 0.04859428480267525, -0.07467719167470932, 2.3619675636291504, -0.060620080679655075, 0.08664927631616592, 0.09868176281452179, -0.11055843532085419, 0.20033778250217438, -0.1837276816368103, 0.001976447179913521, -0.22790579497814178, 0.2926850914955139, -0.14201569557189941, -0.2098013460636139, -0.019735315814614296, -0.06374360620975494, -0.09737823903560638, -0.04591883718967438, 0.0918726772069931, -0.08543677628040314, -0.061122819781303406, 0.4571763277053833, 0.022172121331095695, 0.19184072315692902, -0.33776000142097473, 0.5854126811027527, 0.09338278323411942, 0.048060864210128784, -0.17289340496063232, 0.0683983862400055, 0.4216957688331604, -0.06113561615347862, 0.1226586103439331, -0.06497962772846222, 0.10504201054573059, -0.010391319170594215, 0.016137247905135155, -0.048135578632354736, -0.11707660555839539, -0.14254814386367798, 0.2911073565483093, 0.17214152216911316, 0.2073640376329422, -0.20277619361877441, -0.15812689065933228, -0.019402623176574707, -0.1538475900888443, 0.17576941847801208, -0.3620154559612274, -0.41400399804115295, -0.041499920189380646, -0.07350422441959381, 0.13517530262470245, 0.1444149762392044, 0.10029236972332001, -0.04992815852165222, 0.2400149703025818, -0.13403001427650452, 0.03097803145647049, -0.20189180970191956, -0.10817709565162659, 0.15672199428081512, 0.18679791688919067, -0.05250176414847374, -0.07870391756296158, 0.7249208092689514, -0.038402870297431946, -0.3174302279949188, 0.2280900627374649, 0.3772609531879425, 2.390251874923706, 0.10978162288665771, 0.7051113843917847, -0.4604938328266144, -0.28577372431755066, 0.09579887986183167, 0.13564248383045197, -0.21955889463424683, -0.4268343150615692, 0.3453746736049652, -0.3314223885536194, 0.07889041304588318, -0.42826926708221436, -0.20939931273460388, -0.189285546541214, -0.020845234394073486, -0.0028437990695238113, -0.3477632403373718, 0.4445638358592987, 0.40492379665374756, -0.2783338725566864, 0.19241400063037872, 0.1786169707775116, 0.13765063881874084, 0.044760797172784805, -0.39723485708236694, 0.4096423387527466, -0.25678449869155884, 0.01664315164089203, -0.14948640763759613, 0.003066886216402054, -0.14292342960834503, 0.19347654283046722, -0.25654613971710205, 0.3692152500152588, -0.2698415219783783, -0.003821391612291336, 0.05607664957642555, -0.18670478463172913, 0.1462363451719284, 0.23737409710884094, -0.15817581117153168, 0.17649421095848083, -0.047489993274211884, 0.5668267011642456, -0.0561339370906353, -0.27054673433303833, 0.22843223810195923, 0.6560606956481934, 0.14741183817386627, 0.11970698088407516, -0.10987889021635056, -0.10874298214912415, -0.11015214025974274, 0.012457125820219517, 0.48682644963264465, -0.21131651103496552, -0.24089543521404266, -0.42995595932006836, 0.4871410131454468, -0.08137600123882294, -0.4964912235736847, -0.09003220498561859, -0.14858563244342804, 0.09129767119884491, 0.2378927320241928, 0.046950813382864, -0.22114436328411102, -0.17927499115467072, 0.1978457123041153, -0.4352198541164398, -0.43153324723243713, 0.1868468075990677, 0.13458576798439026, 0.06452374160289764, -0.07899393141269684, -0.28793251514434814, -0.24004027247428894, -0.28409650921821594, -0.17593643069267273, 0.19306598603725433, -0.3405519127845764, 0.24017883837223053, 1.988502860069275, -0.2880187928676605, 0.054355375468730927, -0.18103241920471191, 0.05227141082286835, 0.16148784756660461, 0.08103010058403015, 0.914679229259491, -0.08157487213611603, 0.12413489073514938, 0.21687014400959015, -0.06084137409925461, 0.010645801201462746, 3.4000937938690186, -0.3582373857498169, -0.019582781940698624, 0.25371459126472473, 0.5154287219047546, -0.4166155159473419, 0.5997200012207031, -0.12491494417190552, -0.026865622028708458, -0.31502050161361694, -0.11875724792480469, 0.5375961661338806, 0.09160598367452621, 0.36942991614341736, -0.2236117571592331, -0.12022516131401062, -0.11057684570550919, 0.0920872837305069, -0.18785342574119568, -0.12134021520614624, -0.2666325271129608, -0.11290521919727325, 0.17124120891094208, -0.13493900001049042, -0.2554784417152405, -0.16089920699596405, -0.09465021640062332, 0.0666101798415184, -0.0016068927943706512, -0.13585855066776276, 0.18745121359825134, 0.13395263254642487, 0.7898864150047302, 0.020375695079565048, -0.053146619349718094, -0.20854789018630981, -0.08453791588544846, -0.07420411705970764, 0.2535840570926666, -0.45439282059669495, 0.08197258412837982, 0.020693084225058556, -0.014526765793561935, 0.19243046641349792, 0.039558351039886475, -0.2207985818386078, 0.14789602160453796, -0.2836315333843231, 0.20198184251785278, -0.13769106566905975, -0.11228764057159424, 0.06794559955596924, -0.319568932056427, -0.12358109652996063, -0.31527289748191833, -0.21743470430374146, 0.11432008445262909, -0.078770712018013, 0.10874400287866592, -0.14708967506885529, 0.06404859572649002, 0.23965701460838318, -0.172054722905159, -0.24066750705242157, -0.08448532968759537, -0.20500636100769043, 0.0998813807964325, 0.5271273851394653, 0.16634322702884674, 0.20504078269004822, 0.1587708741426468, -0.046965308487415314, -0.17071376740932465, -0.08871985226869583, -0.1843375712633133, -0.4319794774055481, -0.032437458634376526, 0.04463467374444008, 0.26547709107398987, 0.010767556726932526, -0.04824797064065933, -0.02287905663251877, -0.15833373367786407, -0.5117888450622559, -0.37824496626853943, -0.04061693698167801, 0.09539934247732162, 0.20067690312862396, -0.23299865424633026, -0.1266327053308487, 0.20892952382564545, -0.12871119379997253]\n",
"Label: 5, vector: [0.5042533874511719, 0.18129940330982208, -0.36750444769859314, 0.002464127726852894, -0.06885965168476105, 0.19801665842533112, -0.46237581968307495, -0.2987535893917084, -0.2738102674484253, -0.32164859771728516, 0.44610336422920227, -0.023959901183843613, -0.09612118452787399, -0.5315326452255249, -0.09088324755430222, -0.17085745930671692, 0.04645497724413872, -0.31858840584754944, -0.5159636735916138, -0.0801582783460617, 0.019022174179553986, 0.6097086668014526, -0.5836225748062134, -0.4132632613182068, -0.4524919092655182, -0.0050055827014148235, 0.6269056797027588, 0.003822730854153633, 0.2096550166606903, 0.2932422161102295, -0.24714985489845276, 0.16830414533615112, 0.45367294549942017, -0.0502808578312397, -0.23504838347434998, 0.010896086692810059, 0.11359374225139618, -0.3798719644546509, 0.42099595069885254, -0.08470866084098816, -0.020429197698831558, 0.27329856157302856, -0.06677751243114471, 0.34765541553497314, 0.12892083823680878, -0.03637275844812393, -0.21877482533454895, 0.2269531488418579, -0.2092142254114151, -0.47840002179145813, -0.25380510091781616, -0.016500845551490784, 0.1399652361869812, -0.22669820487499237, -0.1363701969385147, -0.35550421476364136, -0.46753227710723877, -0.20985622704029083, -0.21466830372810364, 0.6777186989784241, -0.34231704473495483, -0.43664810061454773, -0.119219109416008, -0.030458742752671242, 0.41302862763404846, 0.08988399803638458, 0.1803743541240692, -0.6243066787719727, 0.42853808403015137, -0.1749221235513687, 0.11497757583856583, -0.03919433802366257, 0.03883006423711777, 1.0359609127044678, -0.30919507145881653, -0.0925750881433487, -0.2606074810028076, -0.43612682819366455, 0.4266594350337982, -0.22180677950382233, 0.691063642501831, -0.13143353164196014, -0.145651713013649, 0.16300590336322784, -0.36073243618011475, -0.5762237906455994, -0.04493595287203789, -0.21753372251987457, -0.043114256113767624, -0.19508305191993713, -0.10538873076438904, 0.050967033952474594, 0.6343626976013184, -0.1807766705751419, -0.13426485657691956, 0.43239152431488037, -0.24090324342250824, -0.18101860582828522, 0.2583753764629364, 0.12523174285888672, 0.08456218242645264, 0.0755968987941742, -0.12420022487640381, 0.550858736038208, -0.28575780987739563, -0.40568220615386963, -0.15906187891960144, 0.019253751263022423, 0.1041644737124443, -0.05040751025080681, -0.07684451341629028, 0.13465653359889984, -0.5265206694602966, 0.11309915035963058, -0.19794127345085144, -0.34351643919944763, -0.02146485075354576, 0.13052822649478912, -0.21405810117721558, -0.31749987602233887, -0.10016737133264542, -0.10951197147369385, 0.035400841385126114, -0.4512639343738556, -0.3831595778465271, -0.15789827704429626, 0.5219261050224304, -0.3865005075931549, 0.38517212867736816, -0.1005030944943428, -0.1235087513923645, -0.26186057925224304, -0.12266397476196289, -0.2985188364982605, -0.23623333871364594, 0.3493190407752991, 0.05781041830778122, -0.18506047129631042, -0.48169732093811035, -0.269442617893219, -0.27209189534187317, -0.28947460651397705, 0.06755950301885605, -0.3682735562324524, -0.1585683822631836, -0.019560571759939194, 0.07285279035568237, -0.05509860813617706, -0.12015943229198456, 0.4906458258628845, 0.06721823662519455, -0.018249940127134323, 0.005548806861042976, -0.060421183705329895, 0.042038507759571075, 0.22384966909885406, -0.11378636956214905, -0.0022592078894376755, -0.24887487292289734, -0.13152040541172028, -0.21365338563919067, 0.23364600539207458, -0.07734501361846924, -0.08847358822822571, -0.3226771354675293, -0.053491171449422836, -0.3741393983364105, 0.10832387208938599, -0.1339060515165329, -0.15871694684028625, -0.1957499384880066, -0.23283053934574127, 0.026215169578790665, -0.008945204317569733, 0.1863718330860138, 0.05510615557432175, -0.36252957582473755, 0.10195118188858032, -0.055122554302215576, 0.00535200908780098, -0.10957634449005127, 0.03864616900682449, 0.32687053084373474, 0.1430489420890808, 0.1498529613018036, 0.2869061529636383, -0.049138039350509644, -0.03364230692386627, 0.08612722158432007, -0.040210966020822525, 0.20324000716209412, -0.08090487122535706, -0.0759420245885849, -0.06619187444448471, 0.24805550277233124, 0.0032006241381168365, -0.15621763467788696, -0.0878521203994751, 0.005857294425368309, 0.03074546530842781, -0.16271743178367615, -0.2120520919561386, -0.11488600820302963, -0.17086660861968994, -0.16120299696922302, -0.05499649420380592, 0.1361904889345169, 0.034747473895549774, -0.06500080972909927, -0.07183893024921417, 0.017032092437148094, 0.044568225741386414, 0.10917390137910843, -0.384392648935318, -0.06488991528749466, -0.11345452815294266, 0.2429395616054535, 0.13577072322368622, -0.17585192620754242, -0.09713463485240936, 0.2336750030517578, 0.12645651400089264, 0.1463605761528015, -0.028081722557544708, -0.2166319042444229, -0.1355476826429367, -0.009790634736418724, -0.07828010618686676, 0.11413176357746124, -0.014762438833713531, 0.13098223507404327, 0.03280766308307648, -0.1730629950761795, -0.2990923821926117, 0.12734845280647278, -0.025126298889517784, 0.03536565601825714, -0.018482288345694542, -0.26218295097351074, -0.02527180314064026, -0.13196516036987305, 0.11067836731672287, -0.23299187421798706, -0.23281645774841309, -0.05782318115234375, -0.034363001585006714, -0.20996154844760895, -0.21220555901527405, 0.012943767011165619, -0.15757811069488525, 0.011439576745033264, -0.20819789171218872, -0.09677577763795853, 0.2320670187473297, 0.10289257764816284, -0.2723432779312134, -0.17405062913894653, -0.0306929312646389, -0.042342498898506165, -0.019361600279808044, -0.15592239797115326, -0.28314438462257385, -0.24990184605121613, -0.18717226386070251, -0.14408716559410095, 0.00444403663277626, -0.01928730495274067, -0.03461791202425957, 0.09417898207902908, -0.038835663348436356, 0.06395602226257324, -0.13226833939552307, -0.2021424025297165, -0.07031483948230743, 0.2834135890007019, -0.16876551508903503, 0.1196957603096962, -0.049839168787002563, 0.05380586162209511, 0.3970322906970978, -0.18509307503700256, -0.09545494616031647, -0.18511852622032166, 0.02379707247018814, -0.10621137917041779, -0.1318037211894989, 0.3309163749217987, 0.024518568068742752, -0.060392849147319794, 0.02150299772620201, 0.05014816299080849, 0.018640048801898956, 0.038085684180259705, -0.09775052964687347, 0.10347868502140045, -0.14637696743011475, 0.1210668683052063, -0.3235533535480499, -0.10881829261779785, 0.061103761196136475, -0.01641470193862915, -0.018005408346652985, 0.42832934856414795, 0.3796406686306, -0.235653817653656, -0.43744438886642456, -0.07502540946006775, -0.03528447076678276, -0.12012811750173569, -0.1570708453655243, 0.19216252863407135, 0.003601381555199623, -0.11238636821508408, -0.05810363218188286, -0.10795622318983078, 0.09889042377471924, -0.08700481057167053, -0.06115303933620453, 0.4167094826698303, 0.15397337079048157, 0.18124032020568848, -0.25450006127357483, 0.1549856960773468, 0.03923424705862999, 0.0869632363319397, 0.12058889120817184, 0.24779246747493744, -0.28032004833221436, -0.29176750779151917, -0.32854601740837097, 0.08336308598518372, 0.3273364007472992, -0.04346131533384323, 0.06603163480758667, 0.03316965699195862, 0.4191126525402069, -0.3053656220436096, 0.47744643688201904, -0.008382592350244522, 0.050485655665397644, -0.20812176167964935, 0.28244197368621826, -0.06323973834514618, -0.157864049077034, -0.18494437634944916, 0.08067743480205536, -0.6707102060317993, -0.2232043743133545, -0.6660696864128113, 0.09046778082847595, 0.16468767821788788, 0.20991021394729614, -0.1858283281326294, 0.23424026370048523, -0.19868499040603638, -0.16304248571395874, 0.10681597888469696, 0.5702980160713196, 0.16302064061164856, 0.06539738178253174, 0.16228744387626648, 0.24703338742256165, -0.010027016513049603, 0.025600790977478027, 0.08139046281576157, -0.1366807520389557, -0.012502438388764858, -0.07356292009353638, 1.425141453742981, -0.6171842217445374, -0.14694245159626007, 0.5437177419662476, -0.1252061426639557, -0.18182028830051422, 0.34568119049072266, -0.19851253926753998, 0.0022157300263643265, 0.22641675174236298, -0.08295013010501862, -0.20799264311790466, 0.5243147611618042, 0.10975755751132965, -0.03941605985164642, 0.21283848583698273, 0.07215888798236847, -0.11648507416248322, 0.09829778969287872, 0.17980332672595978, -0.05662913620471954, 0.3800294101238251, -0.1410473883152008, -0.03791191428899765, 0.49017977714538574, 0.24457389116287231, 0.08894826471805573, 0.25410833954811096, -0.15196041762828827, -0.24342794716358185, -0.17712919414043427, 0.05138929933309555, 0.004303768277168274, -0.22924749553203583, 0.16339413821697235, 0.686057448387146, 7.047082424163818, 2.7915754318237305, 0.06250762194395065, 0.46826469898223877, -0.19559307396411896, 0.05936146527528763, -0.30542969703674316, -0.06600698828697205, -0.12780830264091492, -0.0419289693236351, -0.1431487798690796, -0.21691609919071198, 0.29090577363967896, 0.49337220191955566, 0.2516368329524994, 0.25708794593811035, -0.08993415534496307, -0.2486579865217209, 0.12010280787944794, -0.10757697373628616, -0.30560582876205444, -0.23765744268894196, 0.45865345001220703, 0.3485319912433624, -0.4987650513648987, -0.03736410290002823, -0.1060333400964737, -0.03315667435526848, 0.0230318121612072, 0.07995080202817917, -0.03855670988559723, -0.17525240778923035, 0.373220831155777, -0.16557006537914276, 0.17018620669841766, -0.17234109342098236, 0.06088034808635712, -0.020412638783454895, -0.10838047415018082, -0.03217912092804909, -0.15507885813713074, -0.19270716607570648, -0.06675170361995697, -0.0752088874578476, -0.0056479619815945625, 0.3304998278617859, 0.27574124932289124, 0.02895606867969036, -0.2509536147117615, -0.009463123977184296, -0.2504284381866455, -0.025389162823557854, 0.08467599749565125, -0.029341809451580048, -0.22613008320331573, 0.009680092334747314, -0.702957808971405, -0.012341354042291641, 0.09864214807748795, -0.028321895748376846, -0.009323691949248314, 0.03488476574420929, 0.18775996565818787, -0.18477463722229004, -0.5337139368057251, -0.04953030124306679, 0.19013994932174683, -0.47725358605384827, 0.05121798440814018, 0.4190939962863922, 0.17035755515098572, -0.23266851902008057, -0.15150399506092072, -0.049913275986909866, 0.3588336110115051, -0.02021040953695774, 0.01456601545214653, -0.1387680023908615, -0.2494724541902542, 0.1020798310637474, -0.022183027118444443, -0.23887372016906738, -0.13145259022712708, -0.07199495285749435, 0.08152244985103607, -0.673214316368103, 0.2868898808956146, -0.24654987454414368, -0.03974922001361847, 0.2240060567855835, 0.2834492027759552, -0.01034010574221611, 0.04418511688709259, -0.15022516250610352, -0.45313596725463867, 0.07795301079750061, -0.049470871686935425, 0.02344772219657898, -0.12430523335933685, 0.4084521532058716, -0.08297470211982727, -0.05610707402229309, -0.17200703918933868, 0.05579909682273865, -0.12370549142360687, -0.24931035935878754, -0.1264766901731491, 0.23615619540214539, 0.4274889826774597, -0.06018080562353134, 0.151564359664917, -0.11519898474216461, 0.034150030463933945, -0.014513516798615456, -0.35027840733528137, -0.3336004614830017, 0.10930325835943222, -0.15849196910858154, 0.013956818729639053, -0.10303723812103271, 0.22484087944030762, 0.08428661525249481, 0.09825485199689865, -0.10378137975931168, -0.10966972261667252, 0.08919566869735718, 0.20188306272029877, -0.07864068448543549, -0.11185373365879059, -0.220163956284523, 0.16465705633163452, -0.014730444177985191, -0.4735390841960907, 0.023654934018850327, -0.28303906321525574, -0.21437738835811615, 0.027918841689825058, -0.25075119733810425, -0.16299933195114136, -0.10659004002809525, -0.3980056047439575, -0.3975948691368103, 0.01829810068011284, -0.3309916853904724, -0.06978429853916168, 0.046303488314151764, -0.06726265698671341, -0.11965465545654297, -0.10158757120370865, 0.1920798122882843, 0.27620255947113037, 0.02055080235004425, -0.25622108578681946, 0.03934577479958534, -0.06020577251911163, -0.15982386469841003, -0.10479378700256348, 0.41112372279167175, -0.032186467200517654, 0.29214978218078613, -0.13798856735229492, -0.4022664427757263, -0.09586772322654724, -0.0020972304046154022, -0.2093183994293213, -0.26955798268318176, -0.18417367339134216, -0.3325699269771576, -0.11694429069757462, -0.2901443839073181, 0.2540249526500702, -0.3820415139198303, 0.14691466093063354, 0.2228722870349884, -0.0512358583509922, -0.20203152298927307, -0.24996258318424225, -0.13894793391227722, -0.344713419675827, 0.7545162439346313, 0.12394135445356369, 0.24902817606925964, -0.03215046972036362, 0.36421239376068115, -0.07028645277023315, 0.1460675746202469, -0.22412027418613434, -0.03523131087422371, -0.30742472410202026, 0.14913560450077057, 0.03162435442209244, -0.15946751832962036, -0.15106183290481567, 0.018451165407896042, -0.3216930627822876, 0.08152627944946289, 0.516517162322998, -0.11960414797067642, 0.04088013991713524, -0.2166917771100998, 0.40354666113853455, -0.19856345653533936, -0.06187186390161514, 0.1529400497674942, -0.0408182367682457, -0.22929607331752777, 0.1195269525051117, -0.3823516368865967, 0.4958719313144684, 0.04045261815190315, -0.12917909026145935, 0.01868288218975067, -0.0012608468532562256, -0.06834699213504791, -0.2789124846458435, -0.14092226326465607, 0.1377543807029724, -0.25525838136672974, 0.02573414333164692, 0.3205535113811493, -0.3151886463165283, -0.3127390146255493, 0.3749901056289673, 0.17296099662780762, 0.22648575901985168, 0.31777358055114746, -0.36137109994888306, 0.480544775724411, -0.11577434837818146, 0.4747775197029114, -0.3962596356868744, -0.0881274864077568, -0.1968926042318344, -0.3605131208896637, 0.1922861635684967, 0.31786102056503296, -0.18596507608890533, 0.12008166313171387, -0.15689103305339813, -0.21774262189865112, 0.18699026107788086, -0.3350566625595093, -0.06523118913173676, -0.015972357243299484, 0.15383221209049225, -0.3964453339576721, -0.13996605575084686, -0.11440841853618622, -0.3878564238548279, 0.3361542224884033, -0.31015652418136597, -0.0706910565495491, 0.13642674684524536, 1.0078043937683105, -0.2918305993080139, 0.2387819141149521, -0.1855771541595459, -0.2095421403646469, -0.19741594791412354, -0.2871435284614563, 0.23775562644004822, -0.07803966104984283, 0.139175683259964, 0.025262415409088135, -0.01634756103157997, -0.021503940224647522, -0.270416796207428, -0.21632319688796997, -0.45038777589797974, -0.032058075070381165, 0.37387022376060486, 0.3621644973754883, -0.06419620662927628, -0.22854936122894287, 0.08226044476032257, 0.11162922531366348, 0.3878113925457001, 0.12087923288345337, -0.20158670842647552, -0.13083231449127197, 0.393688440322876, -0.05093902349472046, 0.22119981050491333, 0.05827939137816429, 0.9345742464065552, -0.3514519929885864, -0.41629958152770996, 0.31643667817115784, 0.08070588111877441, -0.020914696156978607, -0.23264840245246887, 0.06969685852527618, -0.0874544307589531, 0.05854016914963722, -0.19197088479995728, -0.023327985778450966, 0.365976482629776, 0.35658079385757446, -0.010742314159870148, 0.17316336929798126, -0.19802354276180267, -0.24212150275707245, -0.3423760235309601, -0.0795854777097702, 0.5024709105491638, -0.3337360918521881, -0.40529847145080566, 0.15230195224285126, -0.08336000144481659, 0.14851216971874237, -0.20092454552650452, 0.010004542768001556, -0.6942643523216248, -0.413068562746048, -0.007489128038287163, 0.1821005940437317, 0.36910268664360046, -0.2709508538246155, -0.011611364781856537, 0.10508223623037338, 0.0721641331911087, -0.18434318900108337, 0.018640641123056412, 0.047878727316856384, 0.028853677213191986, 0.3535681962966919, -0.152663916349411, -0.008067069575190544, 0.22875109314918518, -0.11032558977603912, -0.05975186079740524, -0.018910594284534454, 0.08179784566164017, -0.49332576990127563, -0.12024688720703125, -0.22382649779319763, -0.33722519874572754, -0.13141003251075745, 0.0013234084472060204, -0.2500297427177429, 1.5828882455825806, -0.1636955291032791, -0.09434490650892258, 0.08073273301124573, -0.0070695169270038605, -0.04611162096261978, -0.2572063207626343, -0.13443800806999207, -0.22017662227153778, 0.21778790652751923, -0.14671707153320312, -0.23211847245693207, -0.03686989098787308, -0.163724884390831, -0.16882559657096863, -0.15089724957942963, 0.1876564472913742, -0.08321961760520935, -0.31717491149902344, 0.3665772080421448, -0.0710601732134819, -0.20934264361858368, -0.07541905343532562, 0.14755170047283173, 0.08822374045848846, 0.27009573578834534, -0.22406651079654694, -0.013829074800014496, 0.20852893590927124, 0.05434532091021538, -0.056071117520332336, -0.017691638320684433, 0.18039411306381226, -0.22394590079784393, -0.08098416030406952, 0.023536773398518562, 0.12657779455184937, -0.3804270625114441, 0.42415285110473633, -0.07984559237957001, -0.0379062220454216, -0.3037169575691223, 0.08209224790334702, 0.011844329535961151, -0.20037584006786346, 0.17407222092151642, -0.4501979351043701, -0.2891483008861542, -0.5191524624824524, -0.04866078495979309, 0.3099117577075958, -0.012816514819860458, 0.16795873641967773, -0.06944409012794495, 0.3268873393535614, -0.311555951833725, -0.037967391312122345, -0.22551459074020386, -0.06353433430194855, 0.17977656424045563, 0.344759464263916, -0.18559449911117554, -0.10481057316064835, 0.259522020816803, -0.021343689411878586, -0.19258713722229004, 0.23089982569217682, 0.4553104639053345, 2.0594375133514404, 0.2142712026834488, 0.44634127616882324, -0.3562794029712677, -0.28475308418273926, -0.03698590025305748, 0.44380658864974976, -0.18393565714359283, -0.4375961720943451, 0.23435817658901215, -0.27587929368019104, 0.11281968653202057, -0.36688923835754395, -0.26340505480766296, -0.06638128310441971, -0.16923311352729797, 0.1494428813457489, -0.4316117465496063, 0.34088751673698425, 0.4619981050491333, 0.18071520328521729, 0.3738919496536255, -0.03361888974905014, -0.18482863903045654, -0.07393109053373337, -0.21579255163669586, 0.43977299332618713, -0.3555550277233124, -0.10722862184047699, -0.2344067394733429, -0.13016624748706818, 0.13000459969043732, 0.23397257924079895, 0.024211563169956207, 0.41057682037353516, -0.4693537652492523, -0.11336441338062286, 0.05887464061379433, -0.2608407735824585, 0.3241525888442993, 0.282541424036026, -0.21833938360214233, -0.15828175842761993, -0.08449503779411316, 0.5286971926689148, -0.06062205880880356, -0.34402766823768616, 0.1494010090827942, 0.3798421621322632, -0.05636744201183319, 0.21618635952472687, -0.2798030376434326, -0.14520324766635895, -0.14738357067108154, 0.030368182808160782, 0.2732812464237213, 0.09417456388473511, -0.20660822093486786, -0.43767935037612915, 0.6840212345123291, -0.057719044387340546, -0.49395689368247986, -0.13629205524921417, -0.30020520091056824, 0.15666553378105164, -0.01541137509047985, 0.18510740995407104, -0.1623186469078064, -0.3423200845718384, 0.21872901916503906, -0.37987786531448364, -0.18636666238307953, 0.09031949937343597, 0.1251676231622696, -0.0027548111975193024, -0.14629103243350983, -0.22516193985939026, -0.15944938361644745, -0.36550650000572205, -0.23951977491378784, 0.4132741689682007, -0.349954217672348, 0.028298040851950645, 1.8793212175369263, -0.09221184998750687, 0.14788980782032013, 0.05804305523633957, 0.04664717614650726, -0.15192440152168274, 0.1547834277153015, 0.5440600514411926, 0.04163878411054611, 0.2389603704214096, 0.012071030214428902, 0.09786703437566757, -0.06646686792373657, 3.708475112915039, -0.3534044027328491, 0.169548898935318, 0.14821210503578186, 0.11125774681568146, -0.46255624294281006, 0.4905661940574646, -0.32887688279151917, 0.25947102904319763, -0.29085254669189453, -0.09964059293270111, 0.25522467494010925, 0.11696365475654602, 0.29334381222724915, -0.16808082163333893, 0.06492070853710175, 0.013493173755705357, 0.10776887834072113, -0.06357501447200775, -0.1940898299217224, -0.20579424500465393, 0.290854811668396, 0.006182493641972542, -0.06310727447271347, -0.18185967206954956, -0.07571719586849213, 0.15386523306369781, 0.11780117452144623, 0.12270449101924896, 0.02658785507082939, 0.18250790238380432, 0.22402064502239227, 0.7195243835449219, -0.02978968247771263, 0.294145405292511, -0.13273119926452637, -0.03173210099339485, 0.07479448616504669, 0.29067865014076233, -0.1282595843076706, 0.28624898195266724, 0.1367006003856659, 0.0789099931716919, 0.2358427345752716, 0.04729398712515831, 0.024780601263046265, 0.13781115412712097, -0.1514291763305664, 0.24268683791160583, -0.03074266016483307, 0.07069116830825806, 0.1882430613040924, -0.1515890210866928, -0.018941037356853485, -0.20621824264526367, -0.1313633918762207, 0.13967463374137878, -0.04814638942480087, 0.18977652490139008, -0.06716875731945038, 0.1284606158733368, 0.11488191783428192, -0.2638966739177704, -0.08492280542850494, -0.14285223186016083, -0.03312835097312927, 0.46749040484428406, 0.6165602207183838, 0.0024200156331062317, 0.1313713788986206, 0.17255312204360962, 0.0402064174413681, -0.052780359983444214, -0.1260073184967041, -0.08397871255874634, -0.2759726047515869, 0.022143304347991943, 0.08471125364303589, 0.36870941519737244, 0.06618966162204742, 0.12000279873609543, 0.0746484249830246, -0.006935602053999901, -0.3743323087692261, -0.1440420150756836, 0.0776018276810646, 0.09840366244316101, 0.015387020073831081, -0.1605442464351654, -0.1323496550321579, 0.11574079096317291, -0.14064684510231018]\n"
]
}
],
"source": [
"print(training_vectors)\n",
"print(training_labels)\n",
"\n",
"user_feedback = []\n",
"\n",
"length = len(training_labels)\n",
"\n",
"for i in range(length):\n",
" print(f\"Label: {training_labels[i]}, vector: {training_vectors[i]}\")\n",
" feedback = input(f\"What is the feedback for result {i}? (R+, R, I, I-)\")\n",
"\n",
" match feedback:\n",
"\n",
" case \"R+\":\n",
" user_feedback.append(2)\n",
"\n",
" case \"R\":\n",
" user_feedback.append(1)\n",
"\n",
" case \"I\":\n",
" user_feedback.append(-1)\n",
"\n",
" case \"I-\":\n",
" user_feedback.append(-2)"
]
},
{
"cell_type": "code",
"execution_count": 133,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[2, 2, 2, 2, 2, 2, 2, 2, 2]\n"
]
}
],
"source": [
"print(user_feedback)"
]
},
{
"cell_type": "code",
"execution_count": 134,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1923, 1925, 1927, 1929, 1931, 1933, 1935, 1937, 1939, 1941, 1943, 1945, 1947, 1949, 1951, 1953, 1955, 1957, 1959, 1961, 1963, 1965, 1967, 1969, 1971, 1973, 1975, 1977, 1979, 1981, 1983, 1985, 1987, 1989, 1991, 1993, 1995, 1997, 1999, 2001, 2003, 2005, 2007, 2009, 2011, 2013, 2015, 2017, 2019, 2021, 2023, 2025, 2027, 2029, 2031, 2033, 2035, 2037, 2039, 2041, 2043, 2045, 2047, 2049, 2051, 2053, 2055, 2057, 2059, 2061, 2063, 2065, 2067, 2069, 2071, 2073, 2075, 2077, 2079, 2081, 2083, 2085, 2087, 2089, 2091, 2093, 2095, 2097, 2099, 2101, 2103, 2105, 2107, 2109, 2111, 2113, 2115, 2117, 2119, 2121, 2123, 2125, 2127, 2129, 2131, 2133, 2135, 2137, 2139, 2141, 2143, 2145, 2147, 2149, 2151, 2153, 2155, 2157, 2159, 2161, 2163, 2165, 2167, 2169, 2171, 2173, 2175, 2177, 2179, 2181, 2183, 2185, 2187, 2189, 2191, 2193, 2195, 2197, 2199, 2201, 2203, 2205, 2207, 2209, 2211, 2213, 2215, 2217, 2219, 2221, 2223, 2225, 2227, 2229, 2231, 2233, 2235, 2237, 2239, 2241, 2243, 2245, 2247, 2249, 2251, 2253, 2255, 2257, 2259, 2261, 2263, 2265, 2267, 2269, 2271, 2273, 2275, 2277, 2279, 2281, 2283, 2285, 2287, 2289, 2291, 2293, 2295, 2297, 2299, 2301, 2303, 2305, 2307, 2309, 2311, 2313, 2315, 2317, 2319, 2321, 2323, 2325, 2327, 2329, 2331, 2333, 2335, 2337, 2339, 2341, 2343, 2345, 2347, 2349, 2351, 2353, 2355, 2357, 2359, 2361, 2363, 2365, 2367, 2369, 2371, 2373, 2375, 2377, 2379, 2381, 2383, 2385, 2387, 2389, 2391, 2393, 2395, 2397, 2399, 2401, 2403, 2405, 2407, 2409, 2411, 2413, 2415, 2417, 2419, 2421, 2423, 2425, 2427, 2429, 2431, 2433, 2435, 2437, 2439, 2441, 2443, 2445, 2447, 2449, 2451, 2453, 2455, 2457, 2459, 2461, 2463, 2465, 2467, 2469, 2471, 2473, 2475, 2477, 2479, 2481, 2483, 2485, 2487, 2489, 2491, 2493, 2495, 2497, 2499, 2501, 2503, 2505, 2507, 2509, 2511, 2513, 2515, 2517, 2519, 2521, 2523, 2525, 2527, 2529, 2531, 2533, 2535, 2537, 2539, 2541, 2543, 2545, 2547, 2549, 2551, 2553, 2555, 2557, 2559, 2561, 2563, 2565, 2567, 2569, 2571, 2573, 2575, 2577, 2579, 2581, 2583, 2585, 2587, 2589, 2591, 2593, 2595, 2597, 2599, 2601, 2603, 2605, 2607, 2609, 2611, 2613, 2615, 2617, 2619, 2621, 2623, 2625, 2627, 2629, 2631, 2633, 2635, 2637, 2639, 2641, 2643, 2645, 2647, 2649, 2651, 2653, 2655, 2657, 2659, 2661, 2663, 2665, 2667, 2669, 2671, 2673, 2675, 2677, 2679, 2681, 2683, 2685, 2687, 2689, 2691, 2693, 2695, 2697, 2699, 2701, 2703, 2705, 2707, 2709, 2711, 2713, 2715, 2717, 2719, 2721, 1, 3, 5, 7, 9, 11, 13, 15, 17, 19, 21, 23, 25, 27, 29, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55, 57, 59, 61, 63, 65, 67, 69, 71, 73, 75, 77, 79, 81, 83, 85, 87, 89, 91, 93, 95, 97, 99, 101, 103, 105, 107, 109, 111, 113, 115, 117, 119, 121, 123, 125, 127, 129, 131, 133, 135, 137, 139, 141, 143, 145, 147, 149, 151, 153, 155, 157, 159, 161, 163, 165, 167, 169, 171, 173, 175, 177, 179, 181, 183, 185, 187, 189, 191, 193, 195, 197, 199, 201, 203, 205, 207, 209, 211, 213, 215, 217, 219, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 241, 243, 245, 247, 249, 251, 253, 255, 257, 259, 261, 263, 265, 267, 269, 271, 273, 275, 277, 279, 281, 283, 285, 287, 289, 291, 293, 295, 297, 299, 301, 303, 305, 307, 309, 311, 313, 315, 317, 319, 321, 323, 325, 327, 329, 331, 333, 335, 337, 339, 341, 343, 345, 347, 349, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 391, 393, 395, 397, 399, 401, 403, 405, 407, 409, 411, 413, 415, 417, 419, 421, 423, 425, 427, 429, 431, 433, 435, 437, 439, 441, 443, 445, 447, 449, 451, 453, 455, 457, 459, 461, 463, 465, 467, 469, 471, 473, 475, 477, 479, 481, 483, 485, 487, 489, 491, 493, 495, 497, 499, 501, 503, 505, 507, 509, 511, 513, 515, 517, 519, 521, 523, 525, 527, 529, 531, 533, 535, 537, 539, 541, 543, 545, 547, 549, 551, 553, 555, 557, 559, 561, 563, 565, 567, 569, 571, 573, 575, 577, 579, 581, 583, 585, 587, 589, 591, 593, 595, 597, 599, 601, 603, 605, 607, 609, 611, 613, 615, 617, 619, 621, 623, 625, 627, 629, 631, 633, 635, 637, 639, 641, 643, 645, 647, 649, 651, 653, 655, 657, 659, 661, 663, 665, 667, 669, 671, 673, 675, 677, 679, 681, 683, 685, 687, 689, 691, 693, 695, 697, 699, 701, 703, 705, 707, 709, 711, 713, 715, 717, 719, 721, 723, 725, 727, 729, 731, 733, 735, 737, 739, 741, 743, 745, 747, 749, 751, 753, 755, 757, 759, 761, 763, 765, 767, 769, 771, 773, 775, 777, 779, 781, 783, 785, 787, 789, 791, 793, 795, 797, 799, 801, 803, 805, 807, 809, 811, 813, 815, 817, 819, 821, 823, 825, 827, 829, 831, 833, 835, 837, 839, 841, 843, 845, 847, 849, 851, 853, 855, 857, 859, 861, 863, 865, 867, 869, 871, 873, 875, 877, 879, 881, 883, 885, 887, 889, 891, 893, 895, 897, 899, 901, 903, 905, 907, 909, 911, 913, 915, 917, 919, 921, 923, 925, 927, 929, 931, 933, 935, 937, 939, 941, 943, 945, 947, 949, 951, 953, 955, 957, 959, 961, 963, 965, 967, 969, 971, 973, 975, 977, 979, 981, 983, 985, 987, 989, 991, 993, 995, 997, 999, 1001, 1003, 1005, 1007, 1009, 1011, 1013, 1015, 1017, 1019, 1021, 1023, 1025, 1027, 1029, 1031, 1033, 1035, 1037, 1039, 1041, 1043, 1045, 1047, 1049, 1051, 1053, 1055, 1057, 1059, 1061, 1063, 1065, 1067, 1069, 1071, 1073, 1075, 1077, 1079, 1081, 1083, 1085, 1087, 1089, 1091, 1093, 1095, 1097, 1099, 1101, 1103, 1105, 1107, 1109, 1111, 1113, 1115, 1117, 1119, 1121, 1123, 1125, 1127, 1129, 1131, 1133, 1135, 1137, 1139, 1141, 1143, 1145, 1147, 1149, 1151, 1153, 1155, 1157, 1159, 1161, 1163, 1165, 1167, 1169, 1171, 1173, 1175, 1177, 1179, 1181, 1183, 1185, 1187, 1189, 1191, 1193, 1195, 1197, 1199, 1201, 1203, 1205, 1207, 1209, 1211, 1213, 1215, 1217, 1219, 1221, 1223, 1225, 1227, 1229, 1231, 1233, 1235, 1237, 1239, 1241, 1243, 1245, 1247, 1249, 1251, 1253, 1255, 1257, 1259, 1261, 1263, 1265, 1267, 1269, 1271, 1273, 1275, 1277, 1279, 1281, 1283, 1285, 1287, 1289, 1291, 1293, 1295, 1297, 1299, 1301, 1303, 1305, 1307, 1309, 1311, 1313, 1315, 1317, 1319, 1321, 1323, 1325, 1327, 1329, 1331, 1333, 1335, 1337, 1339, 1341, 1343, 1345, 1347, 1349, 1351, 1353, 1355, 1357, 1359, 1361, 1363, 1365, 1367, 1369, 1371, 1373, 1375, 1377, 1379, 1381, 1383, 1385, 1387, 1389, 1391, 1393, 1395, 1397, 1399, 1401, 1403, 1405, 1407, 1409, 1411, 1413, 1415, 1417, 1419, 1421, 1423, 1425, 1427, 1429, 1431, 1433, 1435, 1437, 1439, 1441, 1443, 1445, 1447, 1449, 1451, 1453, 1455, 1457, 1459, 1461, 1463, 1465, 1467, 1469, 1471, 1473, 1475, 1477, 1479, 1481, 1483, 1485, 1487, 1489, 1491, 1493, 1495, 1497, 1499, 1501, 1503, 1505, 1507, 1509, 1511, 1513, 1515, 1517, 1519, 1521, 1523, 1525, 1527, 1529, 1531, 1533, 1535, 1537, 1539, 1541, 1543, 1545, 1547, 1549, 1551, 1553, 1555, 1557, 1559, 1561, 1563, 1565, 1567, 1569, 1571, 1573, 1575, 1577, 1579, 1581, 1583, 1585, 1587, 1589, 1591, 1593, 1595, 1597, 1599, 1601, 1603, 1605, 1607, 1609, 1611, 1613, 1615, 1617, 1619, 1621, 1623, 1625, 1627, 1629, 1631, 1633, 1635, 1637, 1639, 1641, 1643, 1645, 1647, 1649, 1651, 1653, 1655, 1657, 1659, 1661, 1663, 1665, 1667, 1669, 1671, 1673, 1675, 1677, 1679, 1681, 1683, 1685, 1687, 1689, 1691, 1693, 1695, 1697, 1699, 1701, 1703, 1705, 1707, 1709, 1711, 1713, 1715, 1717, 1719, 1721, 1723, 1725, 1727, 1729, 1731, 1733, 1735, 1737, 1739, 1741, 1743, 1745, 1747, 1749, 1751, 1753, 1755, 1757, 1759, 1761, 1763, 1765, 1767, 1769, 1771, 1773, 1775, 1777, 1779, 1781, 1783, 1785, 1787, 1789, 1791, 1793, 1795, 1797, 1799, 1801, 1803, 1805, 1807, 1809, 1811, 1813, 1815, 1817, 1819, 1821, 1823, 1825, 1827, 1829, 1831, 1833, 1835, 1837, 1839, 1841, 1843, 1845, 1847, 1849, 1851, 1853, 1855, 1857, 1859, 1861, 1863, 1865, 1867, 1869, 1871, 1873, 1875, 1877, 1879, 1881, 1883, 1885, 1887, 1889, 1891, 1893, 1895, 1897, 1899, 1901, 1903, 1905, 1907, 1909, 1911, 1913, 1915, 1917, 1919, 1921, 2723, 2725, 2727, 2729, 2731, 2733, 2735, 2737, 2739, 2741, 2743, 2745, 2747, 2749, 2751, 2753, 2755, 2757, 2759, 2761, 2763, 2765, 2767, 2769, 2771, 2773, 2775, 2777, 2779, 2781, 2783, 2785, 2787, 2789, 2791, 2793, 2795, 2797, 2799, 2801, 2803, 2805, 2807, 2809, 2811, 2813, 2815, 2817, 2819, 2821, 2823, 2825, 2827, 2829, 2831, 2833, 2835, 2837, 2839, 2841, 2843, 2845, 2847, 2849, 2851, 2853, 2855, 2857, 2859, 2861, 2863, 2865, 2867, 2869, 2871, 2873, 2875, 2877, 2879, 2881, 2883, 2885, 2887, 2889, 2891, 2893, 2895, 2897, 2899, 2901, 2903, 2905, 2907, 2909, 2911, 2913, 2915, 2917, 2919, 2921, 2923, 2925, 2927, 2929, 2931, 2933, 2935, 2937, 2939, 2941, 2943, 2945, 2947, 2949, 2951, 2953, 2955, 2957, 2959, 2961, 2963, 2965, 2967, 2969, 2971, 2973, 2975, 2977, 2979, 2981, 2983, 2985, 2987, 2989, 2991, 2993, 2995, 2997, 2999, 3001, 3003, 3005, 3007, 3009, 3011, 3013, 3015, 3017, 3019, 3021, 3023, 3025, 3027, 3029, 3031, 3033, 3035, 3037, 3039, 3041, 3043, 3045, 3047, 3049, 3051, 3053, 3055, 3057, 3059, 3061, 3063, 3065, 3067, 3069, 3071, 3073, 3075, 3077, 3079, 3081, 3083, 3085, 3087, 3089, 3091, 3093, 3095, 3097, 3099, 3101, 3103, 3105, 3107, 3109, 3111, 3113, 3115, 3117, 3119, 3121, 3123, 3125, 3127, 3129, 3131, 3133, 3135, 3137, 3139, 3141, 3143, 3145, 3147, 3149, 3151, 3153, 3155, 3157, 3159, 3161, 3163, 3165, 3167, 3169, 3171, 3173, 3175, 3177, 3179, 3181, 3183, 3185, 3187, 3189, 3191, 3193, 3195, 3197, 3199, 3201, 3203, 3205, 3207, 3209, 3211, 3213, 3215, 3217, 3219, 3221, 3223, 3225, 3227, 3229, 3231, 3233, 3235, 3237, 3239, 3241, 3243, 3245, 3247, 3249, 3251, 3253, 3255, 3257, 3259, 3261, 3263, 3265, 3267, 3269, 3271, 3273, 3275, 3277, 3279, 3281, 3283, 3285, 3287, 3289, 3291, 3293, 3295, 3297, 3299, 3301, 3303, 3305, 3307, 3309, 3311, 3313, 3315, 3317, 3319, 3321, 3323, 3325, 3327, 3329, 3331, 3333, 3335, 3337, 3339, 3341, 3343, 3345, 3347, 3349, 3351, 3353, 3355, 3357, 3359, 3361, 3363, 3365, 3367, 3369, 3371, 3373, 3375, 3377, 3379, 3381, 3383, 3385, 3387, 3389, 3391, 3393, 3395, 3397, 3399, 3401, 3403, 3405, 3407, 3409, 3411, 3413, 3415, 3417, 3419, 3421, 3423, 3425, 3427, 3429, 3431, 3433, 3435, 3437, 3439, 3441, 3443, 3445, 3447, 3449, 3451, 3453, 3455, 3457, 3459, 3461, 3463, 3465, 3467, 3469, 3471, 3473, 3475, 3477, 3479, 3481, 3483, 3485, 3487, 3489, 3491, 3493, 3495, 3497, 3499, 3501, 3503, 3505, 3507, 3509, 3511, 3513, 3515, 3517, 3519, 3521, 3523, 3525, 3527, 3529, 3531, 3533, 3535, 3537, 3539, 3541, 3543, 3545, 3547, 3549, 3551, 3553, 3555, 3557, 3559, 3561, 3563, 3565, 3567, 3569, 3571, 3573, 3575, 3577, 3579, 3581, 3583, 3585, 3587, 3589, 3591, 3593, 3595, 3597, 3599, 3601, 3603, 3605, 3607, 3609, 3611, 3613, 3615, 3617, 3619, 3621, 3623, 3625, 3627, 3629, 3631, 3633, 3635, 3637, 3639, 3641, 3643, 3645, 3647, 3649, 3651, 3653, 3655, 3657, 3659, 3661, 3663, 3665, 3667, 3669, 3671, 3673, 3675, 3677, 3679, 3681, 3683, 3685, 3687, 3689, 3691, 3693, 3695, 3697, 3699, 3701, 3703, 3705, 3707, 3709, 3711, 3713, 3715, 3717, 3719, 3721, 3723, 3725, 3727, 3729, 3731, 3733, 3735, 3737, 3739, 3741, 3743, 3745, 3747, 3749, 3751, 3753, 3755, 3757, 3759, 3761, 3763, 3765, 3767, 3769, 3771, 3773, 3775, 3777, 3779, 3781, 3783, 3785, 3787, 3789, 3791, 3793, 3795, 3797, 3799, 3801, 3803, 3805, 3807, 3809, 3811, 3813, 3815, 3817, 3819, 3821, 3823, 3825, 3827, 3829, 3831, 3833, 3835, 3837, 3839, 3841, 3843, 3845, 3847, 3849, 3851, 3853, 3855, 3857, 3859, 3861, 3863, 3865, 3867, 3869, 3871, 3873, 3875, 3877, 3879, 3881, 3883, 3885, 3887, 3889, 3891, 3893, 3895, 3897, 3899, 3901, 3903, 3905, 3907, 3909, 3911, 3913, 3915, 3917, 3919, 3921, 3923, 3925, 3927, 3929, 3931, 3933, 3935, 3937, 3939, 3941, 3943, 3945, 3947, 3949, 3951, 3953, 3955, 3957, 3959, 3961, 3963, 3965, 3967, 3969, 3971, 3973, 3975, 3977, 3979, 3981, 3983, 3985, 3987, 3989, 3991, 3993, 3995, 3997, 3999, 4001, 4003, 4005, 4007, 4009, 4011, 4013, 4015, 4017, 4019, 4021, 4023, 4025, 4027, 4029, 4031, 4033, 4035, 4037, 4039, 4041, 4043, 4045, 4047, 4049, 4051, 4053, 4055, 4057, 4059, 4061, 4063, 4065, 4067, 4069, 4071, 4073, 4075, 4077, 4079, 4081, 4083, 4085, 4087, 4089, 4091, 4093, 4095, 4097, 4099, 4101, 4103, 4105, 4107, 4109, 4111, 4113, 4115, 4117, 4119, 4121, 4123, 4125, 4127, 4129, 4131, 4133, 4135, 4137, 4139, 4141, 4143, 4145, 4147, 4149, 4151, 4153, 4155, 4157, 4159, 4161, 4163, 4165, 4167, 4169, 4171, 4173, 4175, 4177, 4179, 4181, 4183, 4185, 4187, 4189, 4191, 4193, 4195, 4197, 4199, 4201, 4203, 4205, 4207, 4209, 4211, 4213, 4215, 4217, 4219, 4221, 4223, 4225, 4227, 4229, 4231, 4233, 4235, 4237, 4239, 4241, 4243, 4245, 4247, 4249, 4251, 4253, 4255, 4257, 4259, 4261, 4263, 4265, 4267, 4269, 4271, 4273, 4275, 4277, 4279, 4281, 4283, 4285, 4287, 4289, 4291, 4293, 4295, 4297, 4299, 4301, 4303, 4305, 4307, 4309, 4311, 4313, 4315, 4317, 4319, 4321, 4323, 4325, 4327, 4329, 4331, 4333, 4335, 4337, 4339, 4341, 4343, 4345, 4347, 4349, 4351, 4353, 4355, 4357, 4359, 4361, 4363, 4365, 4367, 4369, 4371, 4373, 4375, 4377, 4379, 4381, 4383, 4385, 4387, 4389, 4391, 4393, 4395, 4397, 4399, 4401, 4403, 4405, 4407, 4409, 4411, 4413, 4415, 4417, 4419, 4421, 4423, 4425, 4427, 4429, 4431, 4433, 4435, 4437, 4439, 4441, 4443, 4445, 4447, 4449, 4451, 4453, 4455, 4457, 4459, 4461, 4463, 4465, 4467, 4469, 4471, 4473, 4475, 4477, 4479, 4481, 4483, 4485, 4487, 4489, 4491, 4493, 4495, 4497, 4499, 4501, 4503, 4505, 4507, 4509, 4511, 4513, 4515, 4517, 4519, 4521, 4523, 4525, 4527, 4529, 4531, 4533, 4535, 4537, 4539, 4541, 4543, 4545, 4547, 4549, 4551, 4553, 4555, 4557, 4559, 4561, 4563, 4565, 4567, 4569, 4571, 4573, 4575, 4577, 4579, 4581, 4583, 4585, 4587, 4589, 4591, 4593, 4595, 4597, 4599, 4601, 4603, 4605, 4607, 4609, 4611, 4613, 4615, 4617, 4619, 4621, 4623, 4625, 4627, 4629, 4631, 4633, 4635, 4637, 4639, 4641, 4643, 4645, 4647, 4649, 4651, 4653, 4655, 4657, 4659, 4661, 4663, 4665, 4667, 4669, 4671, 4673, 4675, 4677, 4679, 4681, 4683, 4685, 4687, 4689, 4691, 4693, 4695, 4697, 4699, 4701, 4703, 4705, 4707, 4709, 4711, 4713, 4715, 4717, 4719, 4721, 4723, 4725, 4727, 4729, 4731, 4733, 4735, 4737, 4739, 4741, 4743, 4745, 4747, 4749, 4751, 4753, 4755, 4757, 4759, 4761, 4763, 4765, 4767, 4769, 4771, 4773, 4775, 4777, 4779, 4781, 4783, 4785, 4787, 4789, 4791, 4793, 4795, 4797, 4799, 4801, 4803, 4805, 4807, 4809, 4811, 4813, 4815, 4817, 4819, 4821, 4823, 4825, 4827, 4829, 4831, 4833, 4835, 4837, 4839, 4841, 4843, 4845, 4847, 4849, 4851, 4853, 4855, 4857, 4859, 4861, 4863, 4865, 4867, 4869, 4871, 4873, 4875, 4877, 4879, 4881, 4883, 4885, 4887, 4889, 4891, 4893, 4895, 4897, 4899, 4901, 4903, 4905, 4907, 4909, 4911, 4913, 4915, 4917, 4919, 4921, 4923, 4925, 4927, 4929, 4931, 4933, 4935, 4937, 4939, 4941, 4943, 4945, 4947, 4949, 4951, 4953, 4955, 4957, 4959, 4961, 4963, 4965, 4967, 4969, 4971, 4973, 4975, 4977, 4979, 4981, 4983, 4985, 4987, 4989, 4991, 4993, 4995, 4997, 4999, 5001, 5003, 5005, 5007, 5009, 5011, 5013, 5015, 5017, 5019, 5021, 5023, 5025, 5027, 5029, 5031, 5033, 5035, 5037, 5039, 5041, 5043, 5045, 5047, 5049, 5051, 5053, 5055, 5057, 5059, 5061, 5063, 5065, 5067, 5069, 5071, 5073, 5075, 5077, 5079, 5081, 5083, 5085, 5087, 5089, 5091, 5093, 5095, 5097, 5099, 5101, 5103, 5105, 5107, 5109, 5111, 5113, 5115, 5117, 5119, 5121, 5123, 5125, 5127, 5129, 5131, 5133, 5135, 5137, 5139, 5141, 5143, 5145, 5147, 5149, 5151, 5153, 5155, 5157, 5159, 5161, 5163, 5165, 5167, 5169, 5171, 5173, 5175, 5177, 5179, 5181, 5183, 5185, 5187, 5189, 5191, 5193, 5195, 5197, 5199, 5201, 5203, 5205, 5207, 5209, 5211, 5213, 5215, 5217, 5219, 5221, 5223, 5225, 5227, 5229, 5231, 5233, 5235, 5237, 5239, 5241, 5243, 5245, 5247, 5249, 5251, 5253, 5255, 5257, 5259, 5261, 5263, 5265, 5267, 5269, 5271, 5273, 5275, 5277, 5279, 5281, 5283, 5285, 5287, 5289, 5291, 5293, 5295, 5297, 5299, 5301, 5303, 5305, 5307, 5309, 5311, 5313, 5315, 5317, 5319, 5321, 5323, 5325, 5327, 5329, 5331, 5333, 5335, 5337, 5339, 5341, 5343, 5345, 5347, 5349, 5351, 5353, 5355, 5357, 5359, 5361, 5363, 5365, 5367, 5369, 5371, 5373, 5375, 5377, 5379, 5381, 5383, 5385, 5387, 5389, 5391, 5393, 5395, 5397, 5399, 5401, 5403, 5405, 5407, 5409, 5411, 5413, 5415, 5417, 5419, 5421, 5423, 5425, 5427, 5429, 5431, 5433, 5435, 5437, 5439, 5441, 5443, 5445, 5447, 5449, 5451, 5453, 5455, 5457, 5459, 5461, 5463, 5465, 5467, 5469, 5471, 5473, 5475, 5477, 5479, 5481, 5483, 5485, 5487, 5489, 5491, 5493, 5495, 5497, 5499, 5501, 5503, 5505, 5507, 5509, 5511, 5513, 5515, 5517, 5519, 5521, 5523, 5525, 5527, 5529, 5531, 5533, 5535, 5537, 5539, 5541, 5543, 5545, 5547, 5549, 5551, 5553, 5555, 5557, 5559, 5561, 5563, 5565, 5567, 5569, 5571, 5573, 5575, 5577, 5579, 5581, 5583, 5585, 5587, 5589, 5591, 5593, 5595, 5597, 5599, 5601, 5603, 5605, 5607, 5609, 5611, 5613, 5615, 5617, 5619, 5621, 5623, 5625, 5627, 5629, 5631, 5633, 5635, 5637, 5639, 5641, 5643, 5645, 5647, 5649, 5651, 5653, 5655, 5657, 5659, 5661, 5663, 5665, 5667, 5669, 5671, 5673, 5675, 5677, 5679, 5681, 5683, 5685, 5687, 5689, 5691, 5693, 5695, 5697, 5699, 5701, 5703, 5705, 5707, 5709, 5711, 5713, 5715, 5717, 5719, 5721, 5723, 5725, 5727, 5729, 5731, 5733, 5735, 5737, 5739, 5741, 5743, 5745, 5747, 5749, 5751, 5753, 5755, 5757, 5759, 5761, 5763, 5765, 5767, 5769, 5771, 5773, 5775, 5777, 5779, 5781, 5783, 5785, 5787, 5789, 5791, 5793, 5795, 5797, 5799, 5801, 5803, 5805, 5807, 5809, 5811, 5813, 5815, 5817, 5819, 5821, 5823, 5825, 5827, 5829, 5831, 5833, 5835, 5837, 5839, 5841, 5843, 5845, 5847, 5849, 5851, 5853, 5855, 5857, 5859, 5861, 5863, 5865, 5867, 5869, 5871, 5873, 5875, 5877, 5879, 5881, 5883, 5885, 5887, 5889, 5891, 5893, 5895, 5897, 5899, 5901, 5903, 5905, 5907, 5909, 5911, 5913, 5915, 5917, 5919, 5921, 5923, 5925, 5927, 5929, 5931, 5933, 5935, 5937, 5939, 5941, 5943, 5945, 5947, 5949, 5951, 5953, 5955, 5957, 5959, 5961, 5963, 5965, 5967, 5969, 5971, 5973, 5975, 5977, 5979, 5981, 5983, 5985, 5987, 5989, 5991, 5993, 5995, 5997, 5999, 6001, 6003, 6005, 6007, 6009, 6011, 6013, 6015, 6017, 6019, 6021, 6023, 6025, 6027, 6029, 6031, 6033, 6035, 6037, 6039, 6041, 6043, 6045, 6047, 6049, 6051, 6053, 6055, 6057, 6059, 6061, 6063, 6065, 6067, 6069, 6071, 6073, 6075, 6077, 6079, 6081, 6083, 6085, 6087, 6089, 6091, 6093, 6095, 6097, 6099, 6101, 6103, 6105, 6107, 6109, 6111, 6113, 6115, 6117, 6119, 6121, 6123, 6125, 6127, 6129, 6131, 6133, 6135, 6137, 6139, 6141, 6143, 6145, 6147, 6149, 6151, 6153, 6155, 6157, 6159, 6161, 6163, 6165, 6167, 6169, 6171, 6173, 6175, 6177, 6179, 6181, 6183, 6185, 6187, 6189, 6191, 6193, 6195, 6197, 6199, 6201, 6203, 6205, 6207, 6209, 6211, 6213, 6215, 6217, 6219, 6221, 6223, 6225, 6227, 6229, 6231, 6233, 6235, 6237, 6239, 6241, 6243, 6245, 6247, 6249, 6251, 6253, 6255, 6257, 6259, 6261, 6263, 6265, 6267, 6269, 6271, 6273, 6275, 6277, 6279, 6281, 6283, 6285, 6287, 6289, 6291, 6293, 6295, 6297, 6299, 6301, 6303, 6305, 6307, 6309, 6311, 6313, 6315, 6317, 6319, 6321, 6323, 6325, 6327, 6329, 6331, 6333, 6335, 6337, 6339, 6341, 6343, 6345, 6347, 6349, 6351, 6353, 6355, 6357, 6359, 6361, 6363, 6365, 6367, 6369, 6371, 6373, 6375, 6377, 6379, 6381, 6383, 6385, 6387, 6389, 6391, 6393, 6395, 6397, 6399, 6401, 6403, 6405, 6407, 6409, 6411, 6413, 6415, 6417, 6419, 6421, 6423, 6425, 6427, 6429, 6431, 6433, 6435, 6437, 6439, 6441, 6443, 6445, 6447, 6449, 6451, 6453, 6455, 6457, 6459, 6461, 6463, 6465, 6467, 6469, 6471, 6473, 6475, 6477, 6479, 6481, 6483, 6485, 6487, 6489, 6491, 6493, 6495, 6497, 6499, 6501, 6503, 6505, 6507, 6509, 6511, 6513, 6515, 6517, 6519, 6521, 6523, 6525, 6527, 6529, 6531, 6533, 6535, 6537, 6539, 6541, 6543, 6545, 6547, 6549, 6551, 6553, 6555, 6557, 6559, 6561, 6563, 6565, 6567, 6569, 6571, 6573, 6575, 6577, 6579, 6581, 6583, 6585, 6587, 6589, 6591, 6593, 6595, 6597, 6599, 6601, 6603, 6605, 6607, 6609, 6611, 6613, 6615, 6617, 6619, 6621, 6623, 6625, 6627, 6629, 6631, 6633, 6635, 6637, 6639, 6641, 6643, 6645, 6647, 6649, 6651, 6653, 6655, 6657, 6659, 6661, 6663, 6665, 6667, 6669, 6671, 6673, 6675, 6677, 6679, 6681, 6683, 6685, 6687, 6689, 6691, 6693, 6695, 6697, 6699, 6701, 6703, 6705, 6707, 6709, 6711, 6713, 6715, 6717, 6719, 6721, 6723, 6725, 6727, 6729, 6731, 6733, 6735, 6737, 6739, 6741, 6743, 6745, 6747, 6749, 6751, 6753, 6755, 6757, 6759, 6761, 6763, 6765, 6767, 6769, 6771, 6773, 6775, 6777, 6779, 6781, 6783, 6785, 6787, 6789, 6791, 6793, 6795, 6797, 6799, 6801, 6803, 6805, 6807, 6809, 6811, 6813, 6815, 6817, 6819, 6821, 6823, 6825, 6827, 6829, 6831, 6833, 6835, 6837, 6839, 6841, 6843, 6845, 6847, 6849, 6851, 6853, 6855, 6857, 6859, 6861, 6863, 6865, 6867, 6869, 6871, 6873, 6875, 6877, 6879, 6881, 6883, 6885, 6887, 6889, 6891, 6893, 6895, 6897, 6899, 6901, 6903, 6905, 6907, 6909, 6911, 6913, 6915, 6917, 6919, 6921, 6923, 6925, 6927, 6929, 6931, 6933, 6935, 6937, 6939, 6941, 6943, 6945, 6947, 6949, 6951, 6953, 6955, 6957, 6959, 6961, 6963, 6965, 6967, 6969, 6971, 6973, 6975, 6977, 6979, 6981, 6983, 6985, 6987, 6989, 6991, 6993, 6995, 6997, 6999, 7001, 7003, 7005, 7007, 7009, 7011, 7013, 7015, 7017, 7019, 7021, 7023, 7025, 7027, 7029, 7031, 7033, 7035, 7037, 7039, 7041, 7043, 7045, 7047, 7049, 7051, 7053, 7055, 7057, 7059, 7061, 7063, 7065, 7067, 7069, 7071, 7073, 7075, 7077, 7079, 7081, 7083, 7085, 7087, 7089, 7091, 7093, 7095, 7097, 7099, 7101, 7103, 7105, 7107, 7109, 7111, 7113, 7115, 7117, 7119, 7121, 7123, 7125, 7127, 7129, 7131, 7133, 7135, 7137, 7139, 7141, 7143, 7145, 7147, 7149, 7151, 7153, 7155, 7157, 7159, 7161, 7163, 7165, 7167, 7169, 7171, 7173, 7175, 7177, 7179, 7181, 7183, 7185, 7187, 7189, 7191, 7193, 7195, 7197, 7199, 7201, 7203, 7205, 7207, 7209, 7211, 7213, 7215, 7217, 7219, 7221, 7223, 7225, 7227, 7229, 7231, 7233, 7235, 7237, 7239, 7241, 7243, 7245, 7247, 7249, 7251, 7253, 7255, 7257, 7259, 7261, 7263, 7265, 7267, 7269, 7271, 7273, 7275, 7277, 7279, 7281, 7283, 7285, 7287, 7289, 7291, 7293, 7295, 7297, 7299, 7301, 7303, 7305, 7307, 7309, 7311, 7313, 7315, 7317, 7319, 7321, 7323, 7325, 7327, 7329, 7331, 7333, 7335, 7337, 7339, 7341, 7343, 7345, 7347, 7349, 7351, 7353, 7355, 7357, 7359, 7361, 7363, 7365, 7367, 7369, 7371, 7373, 7375, 7377, 7379, 7381, 7383, 7385, 7387, 7389, 7391, 7393, 7395, 7397, 7399, 7401, 7403, 7405, 7407, 7409, 7411, 7413, 7415, 7417, 7419, 7421, 7423, 7425, 7427, 7429, 7431, 7433, 7435, 7437, 7439, 7441, 7443, 7445, 7447, 7449, 7451, 7453, 7455, 7457, 7459, 7461, 7463, 7465, 7467, 7469, 7471, 7473, 7475, 7477, 7479, 7481, 7483, 7485, 7487, 7489, 7491, 7493, 7495, 7497, 7499, 7501, 7503, 7505, 7507, 7509, 7511, 7513, 7515, 7517, 7519, 7521, 7523, 7525, 7527, 7529, 7531, 7533, 7535, 7537, 7539, 7541, 7543, 7545, 7547, 7549, 7551, 7553, 7555, 7557, 7559, 7561, 7563, 7565, 7567, 7569, 7571, 7573, 7575, 7577, 7579, 7581, 7583, 7585, 7587, 7589, 7591, 7593, 7595, 7597, 7599, 7601, 7603, 7605, 7607, 7609, 7611, 7613, 7615, 7617, 7619, 7621, 7623, 7625, 7627, 7629, 7631, 7633, 7635, 7637, 7639, 7641, 7643, 7645, 7647, 7649, 7651, 7653, 7655, 7657, 7659, 7661, 7663, 7665, 7667, 7669, 7671, 7673, 7675, 7677, 7679, 7681, 7683, 7685, 7687, 7689, 7691, 7693, 7695, 7697, 7699, 7701, 7703, 7705, 7707, 7709, 7711, 7713, 7715, 7717, 7719, 7721, 7723, 7725, 7727, 7729, 7731, 7733, 7735, 7737, 7739, 7741, 7743, 7745, 7747, 7749, 7751, 7753, 7755, 7757, 7759, 7761, 7763, 7765, 7767, 7769, 7771, 7773, 7775, 7777, 7779, 7781, 7783, 7785, 7787, 7789, 7791, 7793, 7795, 7797, 7799, 7801, 7803, 7805, 7807, 7809, 7811, 7813, 7815, 7817, 7819, 7821, 7823, 7825, 7827, 7829, 7831, 7833, 7835, 7837, 7839, 7841, 7843, 7845, 7847, 7849, 7851, 7853, 7855, 7857, 7859, 7861, 7863, 7865, 7867, 7869, 7871, 7873, 7875, 7877, 7879, 7881, 7883, 7885, 7887, 7889, 7891, 7893, 7895, 7897, 7899, 7901, 7903, 7905, 7907, 7909, 7911, 7913, 7915, 7917, 7919, 7921, 7923, 7925, 7927, 7929, 7931, 7933, 7935, 7937, 7939, 7941, 7943, 7945, 7947, 7949, 7951, 7953, 7955, 7957, 7959, 7961, 7963, 7965, 7967, 7969, 7971, 7973, 7975, 7977, 7979, 7981, 7983, 7985, 7987, 7989, 7991, 7993, 7995, 7997, 7999, 8001, 8003, 8005, 8007, 8009, 8011, 8013, 8015, 8017, 8019, 8021, 8023, 8025, 8027, 8029, 8031, 8033, 8035, 8037, 8039, 8041, 8043, 8045, 8047, 8049, 8051, 8053, 8055, 8057, 8059, 8061, 8063, 8065, 8067, 8069, 8071, 8073, 8075, 8077, 8079, 8081, 8083, 8085, 8087, 8089, 8091, 8093, 8095, 8097, 8099, 8101, 8103, 8105, 8107, 8109, 8111, 8113, 8115, 8117, 8119, 8121, 8123, 8125, 8127, 8129, 8131, 8133, 8135, 8137, 8139, 8141, 8143, 8145, 8147, 8149, 8151, 8153, 8155, 8157, 8159, 8161, 8163, 8165, 8167, 8169, 8171, 8173, 8175, 8177, 8179, 8181, 8183, 8185, 8187, 8189, 8191, 8193, 8195, 8197, 8199, 8201, 8203, 8205, 8207, 8209, 8211, 8213, 8215, 8217, 8219, 8221, 8223, 8225, 8227, 8229, 8231, 8233, 8235, 8237, 8239, 8241, 8243, 8245, 8247, 8249, 8251, 8253, 8255, 8257, 8259, 8261, 8263, 8265, 8267, 8269, 8271, 8273, 8275, 8277, 8279, 8281, 8283, 8285, 8287, 8289, 8291, 8293, 8295, 8297, 8299, 8301, 8303, 8305, 8307, 8309, 8311, 8313, 8315, 8317, 8319, 8321, 8323, 8325, 8327, 8329, 8331, 8333, 8335, 8337, 8339, 8341, 8343, 8345, 8347, 8349, 8351, 8353, 8355, 8357, 8359, 8361, 8363, 8365, 8367, 8369, 8371, 8373, 8375, 8377, 8379, 8381, 8383, 8385, 8387, 8389, 8391, 8393, 8395, 8397, 8399, 8401, 8403, 8405, 8407, 8409, 8411, 8413, 8415, 8417, 8419, 8421, 8423, 8425, 8427, 8429, 8431, 8433, 8435, 8437, 8439, 8441, 8443, 8445, 8447, 8449, 8451, 8453, 8455, 8457, 8459, 8461, 8463, 8465, 8467, 8469, 8471, 8473, 8475, 8477, 8479, 8481, 8483, 8485, 8487, 8489, 8491, 8493, 8495, 8497, 8499, 8501, 8503, 8505, 8507, 8509, 8511, 8513, 8515, 8517, 8519, 8521, 8523, 8525, 8527, 8529, 8531, 8533, 8535, 8537, 8539, 8541, 8543, 8545, 8547, 8549, 8551, 8553, 8555, 8557, 8559, 8561, 8563, 8565, 8567, 8569, 8571, 8573, 8575, 8577, 8579, 8581, 8583, 8585, 8587, 8589, 8591, 8593, 8595, 8597, 8599, 8601, 8603, 8605, 8607, 8609, 8611, 8613, 8615, 8617, 8619, 8621, 8623, 8625, 8627, 8629, 8631, 8633, 8635, 8637, 8639, 8641, 8643, 8645, 8647, 8649, 8651, 8653, 8655, 8657, 8659, 8661, 8663, 8665, 8667, 8669, 8671, 8673, 8675]\n"
]
}
],
"source": [
"relevant = []\n",
"relevant_labels = []\n",
"irrelevant = []\n",
"irrelevant_labels = []\n",
"for i in range(len(user_feedback)):\n",
" if user_feedback[i] > 0:\n",
" relevant.append(np.array(training_vectors[i]))\n",
" relevant_labels.append(1)\n",
" more_relevant = fd_collection.find({\"true_label\": training_labels[i], \"image_id\": {\"$mod\": [2,0]}})\n",
" more_relevant_vectors = [np.array(image[selected_feature_model]).flatten() for image in more_relevant]\n",
" random.shuffle(more_relevant_vectors)\n",
" if len(more_relevant_vectors)>=20:\n",
" more_relevant_vectors = more_relevant_vectors[:20]\n",
" relevant.extend(more_relevant_vectors)\n",
" relevant_labels.extend([1]*20)\n",
" continue\n",
" more_relevant_vectors = more_relevant_vectors[:10]\n",
" relevant.extend(more_relevant_vectors)\n",
" relevant_labels.extend([1]*10)\n",
" \n",
" else:\n",
" irrelevant.append(np.array(training_vectors[i]))\n",
" irrelevant_labels.append(0)\n",
" more_irrelevant = fd_collection.find({\"true_label\": training_labels[i], \"image_id\": {\"$mod\": [2,0]}})\n",
" more_irrelevant_vectors = [np.array(image[selected_feature_model]).flatten() for image in more_irrelevant]\n",
" random.shuffle(more_irrelevant_vectors)\n",
" if len(more_relevant_vectors)>20:\n",
" more_irrelevant_vectors = more_irrelevant_vectors[:20]\n",
" irrelevant_labels.extend([0]*20)\n",
" continue\n",
" irrelevant.extend(more_irrelevant_vectors)\n",
" irrelevant_labels.extend([0]*len(more_irrelevant_vectors))\n",
"\n",
"if len(irrelevant) == 0:\n",
" more_irrelevant = fd_collection.find({\"true_label\": training_labels[i], \"image_id\": {\"$mod\": [2,0]}})\n",
" more_irrelevant_vectors = [np.array(image[selected_feature_model]).flatten() for image in more_irrelevant]\n",
" irrelevant = more_irrelevant_vectors[:10]\n",
" irrelevant_labels = [0]*10\n",
"\n",
"\n",
"relevant.extend(irrelevant)\n",
"X_train = relevant\n",
"relevant_labels.extend(irrelevant_labels)\n",
"y_train = relevant_labels\n",
"X_test_relevant = fd_collection.find({\"true_label\": odd_image_labels[query_image_id//2], \"image_id\": {\"$mod\": [2,1]}})\n",
"X_test_imageid = [image[\"image_id\"] for image in X_test_relevant]\n",
"X_test = [np.array(image[selected_feature_model]).flatten() for image in X_test_relevant]\n",
"y_test = [1]*len(X_test)\n",
"irrelevant_images = fd_collection.find({\"true_label\": {\"$ne\": odd_image_labels[query_image_id//2]}, \"image_id\": {\"$mod\": [2,1]}})\n",
"X_test_irrelevant = [np.array(image[selected_feature_model]).flatten() for image in irrelevant_images]\n",
"irrelevant_images = fd_collection.find({\"true_label\": {\"$ne\": odd_image_labels[query_image_id//2]}, \"image_id\": {\"$mod\": [2,1]}})\n",
"irrelevant_imageids = [image[\"image_id\"] for image in irrelevant_images]\n",
"X_test_imageid.extend(irrelevant_imageids)\n",
"\n",
"y_test_irrelevant = [0]*len(X_test_irrelevant)\n",
"X_test.extend(X_test_irrelevant)\n",
"y_test.extend(y_test_irrelevant)\n",
"\n",
"print(X_test_imageid)\n"
]
},
{
"cell_type": "code",
"execution_count": 135,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Label: 5, Image ID: 1923\n",
"Label: 5, Image ID: 1925\n",
"Label: 5, Image ID: 1929\n",
"Label: 5, Image ID: 1931\n",
"Label: 5, Image ID: 1933\n",
"Label: 5, Image ID: 1935\n",
"Label: 5, Image ID: 1937\n",
"Label: 5, Image ID: 1939\n",
"Label: 5, Image ID: 1941\n",
"Label: 5, Image ID: 1943\n"
]
}
],
"source": [
"from sklearn import svm\n",
"from sklearn.model_selection import train_test_split\n",
"from sklearn.metrics import accuracy_score\n",
"\n",
"# Initialize SVM model\n",
"svm_model = svm.SVC(kernel='linear')\n",
"\n",
"# Train the SVM model\n",
"svm_model.fit(X_train, y_train)\n",
"\n",
"# Make predictions on the test set\n",
"y_pred = svm_model.predict(X_test)\n",
"label = []\n",
"similar_images = []\n",
"for i in range(len(y_pred)):\n",
" if y_pred[i] == 1 and len(label)<10:\n",
" image = fd_collection.find_one({\"image_id\": X_test_imageid[i]})\n",
" label.append(image[\"true_label\"])\n",
" similar_images.append(X_test_imageid[i])\n",
" print(f\"Label: {image['true_label']}, Image ID: {X_test_imageid[i]}\")\n",
"\n",
"\n",
"# Evaluate the performance of the model\n",
"accuracy = accuracy_score(y_test, y_pred)\n",
"# print(f\"Accuracy on the test set: {accuracy}\")\n"
]
},
{
"cell_type": "code",
"execution_count": 136,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Query Image\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"10 similar images after Relevance Feedback\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 3000x800 with 10 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"dataset = loadDataset(Caltech101)\n",
"\n",
"print(\"Query Image\")\n",
"query_img, query_label = dataset[query_image_id]\n",
"plt.imshow(transforms.ToPILImage()(dataset[query_image_id][0]))\n",
"plt.title(f\"ImageID: {query_image_id}, Label: {query_label}\")\n",
"plt.axis(\"off\")\n",
"plt.show()\n",
"\n",
"\n",
"print(f\"{len(similar_images)} similar images after Relevance Feedback\")\n",
"\n",
"fig, axs = plt.subplots(1, len(similar_images), figsize=(30, 8))\n",
"for idx, img_id in enumerate(similar_images):\n",
" cur_img, cur_label = dataset[img_id]\n",
" axs[idx].imshow(transforms.ToPILImage()(cur_img))\n",
" axs[idx].set_title(f\"ImageID: {img_id}, Label: {cur_label}\")\n",
" axs[idx].axis(\"off\")\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.6"
}
},
"nbformat": 4,
"nbformat_minor": 2
}