02-05-2023_nb-bert-base_batchsize_64_all_units_0.001_1_150_freeze_True.txt

Started at: 10:14:01
({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {})
Epoch: 0
Training loss: 0.2541003803713153 - MAE: 0.3777772562039763
Validation loss : 0.1611750049121452 - MAE: 0.3084891751906978
Epoch: 1
Training loss: 0.16133709477655817 - MAE: 0.3044365154854021
Validation loss : 0.1503054533492435 - MAE: 0.2940590320068253
Epoch: 2
Training loss: 0.15391364648486627 - MAE: 0.2958381596812475
Validation loss : 0.1500918763605031 - MAE: 0.2909181862900977
Epoch: 3
Training loss: 0.14992259344970338 - MAE: 0.29211136159093676
Validation loss : 0.15011596024939508 - MAE: 0.2891221351645873
Epoch: 4
Training loss: 0.14958523484793576 - MAE: 0.29199425071849366
Validation loss : 0.15360750032193732 - MAE: 0.29280042511164756
Epoch: 5
Training loss: 0.14616448161276904 - MAE: 0.2887782024456461
Validation loss : 0.15367677130482413 - MAE: 0.29211647353184833
Epoch: 6
Training loss: 0.14696379306942525 - MAE: 0.2901426939050175
Validation loss : 0.15069436733469818 - MAE: 0.28912270778916505
Stopped after 6 epochs.
Prediction MAE: 0.2728
Finished at: 10:14:01
Time taken: 1699 s.
0 days 0 hours 28 minutes 19 seconds

 
 

Preds: [[1.2484662532806396], [1.5142563581466675], [1.5091811418533325], [1.4526962041854858], [1.4741913080215454], [1.3528259992599487], [1.7920829057693481], [1.3296924829483032], [1.246046781539917], [1.3417190313339233], [1.2997732162475586], [1.1901822090148926], [1.3556965589523315], [1.2304738759994507], [1.1854509115219116], [1.4378637075424194], [1.2217060327529907], [1.211350679397583], [1.2749396562576294], [1.0788410902023315], [1.379517912864685], [1.587010145187378], [1.271051049232483], [1.4169704914093018], [1.1108132600784302], [1.099899411201477], [1.6127363443374634], [1.5004111528396606], [1.2892588376998901], [1.2690149545669556], [1.3708313703536987], [1.109768271446228], [1.2992041110992432], [1.317436695098877], [1.1241029500961304], [1.282950520515442], [1.1095346212387085], [1.4491506814956665], [1.0844591856002808], [1.3216785192489624], [1.2666926383972168], [1.180749535560608], [1.3570936918258667], [1.4057613611221313], [1.2632657289505005], [0.9310449361801147], [1.3402760028839111], [1.1337350606918335], [1.0915883779525757], [1.4965375661849976], [1.1497482061386108], [1.2317181825637817], [1.0927931070327759], [1.580989122390747], [1.3597365617752075], [1.3740670680999756], [1.345574975013733], [1.3871686458587646], [1.1903830766677856], [1.521543025970459], [1.588563084602356], [1.2351073026657104], [1.3668690919876099], [1.085919737815857], [1.2850486040115356], [1.1151440143585205], [1.0434218645095825], [1.1467814445495605], [1.2610361576080322], [1.2546100616455078], [1.3058724403381348], [1.2257683277130127], [1.2263158559799194], [1.9288982152938843], [1.0984052419662476], [1.0550447702407837], [1.3804012537002563], [1.3366554975509644], [1.1133090257644653], [1.2771774530410767], [1.1636464595794678], [1.2453970909118652], [1.1303709745407104], [1.2095266580581665], [1.465265154838562], [1.1499849557876587], [1.5892624855041504], [1.344255805015564], [0.9330344796180725], [1.375702977180481], [1.1471508741378784], [1.264686942100525], [1.3442281484603882], [1.1330515146255493], [1.355175256729126], [1.3205108642578125], [1.4072474241256714], [1.1019610166549683], [1.1800986528396606], [1.2282589673995972], [1.2324658632278442], [1.3412553071975708], [1.1824424266815186], [1.2535052299499512], [1.0928698778152466], [1.2640622854232788], [1.5463393926620483], [1.0684680938720703], [1.4057213068008423], [1.4805550575256348], [1.3182127475738525], [1.3909502029418945], [1.2043193578720093], [1.5137791633605957], [1.2748072147369385], [1.1901408433914185], [1.3292046785354614], [1.5846670866012573], [1.2176803350448608], [1.2510931491851807], [1.5150318145751953], [0.9641610980033875], [1.1783300638198853], [1.3013988733291626], [1.2764075994491577], [1.36688232421875], [1.355028510093689], [1.2307542562484741], [1.3337321281433105], [1.2873505353927612], [1.1867557764053345], [1.0084010362625122], [1.3303803205490112], [1.1528962850570679], [1.3739596605300903], [1.3691680431365967], [1.422055721282959], [1.3690317869186401], [1.2188180685043335], [1.3195213079452515], [1.173377513885498], [1.4050074815750122], [1.2632018327713013], [1.2823147773742676], [1.3327356576919556], [1.4902046918869019], [1.1646803617477417], [1.2350784540176392], [1.205532193183899], [1.228528380393982], [1.2013741731643677], [0.9980830550193787], [1.3595292568206787], [1.1972848176956177], [1.3025435209274292], [1.3722326755523682], [1.1101678609848022], [1.4087647199630737], [1.3496633768081665], [1.5182539224624634], [1.3392893075942993], [1.0377241373062134], [1.0761791467666626], [1.3816934823989868], [1.370409607887268], [1.2898497581481934], [1.2311450242996216], [1.2497968673706055], [1.2630888223648071], [1.1278630495071411], [1.535620927810669], [1.1997116804122925], [1.1297982931137085], [0.938355028629303], [1.2569721937179565], [1.330301284790039], [1.2548273801803589], [1.5016206502914429], [1.4169055223464966], [1.4305790662765503], [1.3779295682907104], [1.3718968629837036], [1.4276963472366333], [1.1708323955535889], [1.0207488536834717], [1.3246043920516968], [1.4945567846298218], [1.54916512966156], [1.3032869100570679], [1.283064603805542], [1.5225883722305298], [1.2018879652023315], [1.3161057233810425], [0.9580457210540771], [1.4816877841949463], [1.3227568864822388], [1.1657311916351318], [1.4640536308288574], [1.3200048208236694], [1.3542886972427368], [1.2292736768722534], [1.7283329963684082], [1.5012489557266235], [1.3322123289108276], [1.3631941080093384], [1.409009575843811], [1.3510819673538208], [1.2632864713668823], [1.2838817834854126], [1.410704493522644], [1.3029690980911255], [1.369295597076416], [1.1883732080459595], [1.359546184539795], [1.5213059186935425], [1.477869987487793], [1.317848801612854], [1.1316850185394287], [1.100009799003601], [1.2883553504943848], [1.4059947729110718], [1.3693851232528687], [1.5930575132369995], [1.3583203554153442], [1.1198090314865112], [1.3019078969955444], [1.2305165529251099], [1.1337846517562866], [1.5814117193222046], [1.363646149635315], [1.4327057600021362], [1.2389990091323853], [1.2302725315093994], [1.345117211341858], [1.3114995956420898], [1.6356877088546753], [1.473496913909912], [1.4031072854995728], [1.4711166620254517], [1.2063595056533813], [1.1437631845474243], [1.3140305280685425], [1.4008103609085083], [1.3106237649917603], [1.1396275758743286], [1.4478309154510498], [1.552510380744934], [1.55130934715271], [1.0622782707214355], [1.4914151430130005], [1.4891611337661743], [1.5135000944137573], [1.6952507495880127], [1.6537138223648071], [1.4444023370742798], [1.1031092405319214], [1.2754719257354736], [1.2335318326950073], [1.4125540256500244], [1.2443634271621704], [1.2078428268432617], [1.109005331993103], [1.1203693151474], [1.2176803350448608], [1.0316741466522217], [1.1242848634719849], [1.3112279176712036], [1.3335214853286743], [1.1881173849105835], [1.2472659349441528], [1.1953896284103394], [1.6414799690246582], [1.077316164970398], [1.3129762411117554], [1.3952447175979614], [1.2271555662155151], [1.0921498537063599], [1.3301091194152832], [1.537286400794983], [1.1956799030303955], [1.3030041456222534], [1.0160882472991943], [1.1732951402664185], [1.2353688478469849], [1.421047568321228], [1.3483473062515259], [1.592892050743103], [1.3093376159667969], [1.483993411064148], [1.3663476705551147], [1.1218127012252808], [1.530295491218567], [1.3973603248596191], [0.9365333914756775], [0.9565845131874084], [1.5581029653549194], [1.2265311479568481], [1.2941594123840332], [1.5120890140533447], [1.2408380508422852], [1.4170081615447998], [1.4694238901138306], [1.5840787887573242], [1.2712849378585815], [1.2445906400680542], [1.186513900756836], [1.2929021120071411], [1.1507240533828735], [1.3416563272476196], [0.9835904240608215], [1.5598539113998413], [1.267748475074768], [1.3510180711746216], [1.118367314338684], [1.2968180179595947], [1.2500958442687988], [1.1957272291183472], [1.3625065088272095], [1.1392954587936401], [1.4496254920959473], [1.4717611074447632], [1.1985567808151245], [1.2742305994033813], [1.417214274406433], [1.2736786603927612], [1.4992084503173828], [1.3974409103393555], [1.1072064638137817], [1.5282121896743774], [1.2192158699035645], [1.3489450216293335], [1.2795172929763794], [1.2682669162750244], [1.1005244255065918], [1.6477550268173218], [1.4544001817703247], [1.4862695932388306], [1.1979252099990845], [1.4069546461105347], [1.8477314710617065], [1.2028542757034302], [1.367990493774414], [1.1019717454910278], [1.112726092338562], [1.4792778491973877], [1.4410063028335571], [1.1979539394378662], [1.3660563230514526], [1.0183837413787842], [1.2410045862197876], [1.410523772239685], [1.2512131929397583], [1.161969542503357], [1.1852315664291382], [1.2170237302780151], [1.3699723482131958], [1.387964129447937], [1.3629246950149536], [1.0990246534347534], [1.216729760169983], [1.1687712669372559], [1.4963634014129639], [1.4274102449417114], [1.3658194541931152], [1.1448432207107544], [1.3592931032180786], [0.995157778263092], [1.0874520540237427], [1.1893898248672485], [1.30829918384552], [1.2112985849380493], [1.181551218032837], [1.2547680139541626], [1.447043538093567], [1.0455702543258667], [1.4226664304733276], [1.291433572769165], [1.2014861106872559], [1.4542787075042725], [1.5223020315170288], [1.4044185876846313], [1.1181038618087769], [1.318634271621704], [1.3926111459732056], [1.2626718282699585], [1.2583664655685425], [1.4782724380493164], [1.1429511308670044], [1.221583604812622], [1.3872723579406738], [1.3220796585083008], [1.481245517730713], [1.4022194147109985], [1.0850578546524048], [1.155889630317688], [1.3016172647476196], [1.265838861465454], [1.2408175468444824], [1.2572375535964966], [1.192676067352295], [0.8534239530563354], [1.3572944402694702], [1.378013253211975], [1.2143610715866089], [1.2898412942886353], [1.6293679475784302], [1.3384896516799927], [1.4621723890304565], [1.0922836065292358], [1.4985398054122925], [1.2959028482437134], [1.1513081789016724], [1.170157551765442], [1.2282593250274658], [1.5596717596054077], [1.4412673711776733], [1.4411391019821167], [1.4388004541397095], [1.2264347076416016], [1.401046633720398], [0.9256419539451599], [1.2727962732315063], [1.112871766090393], [1.3491480350494385], [1.5628784894943237], [1.4342538118362427], [1.360428810119629], [1.2646063566207886], [1.041878581047058], [1.1372956037521362], [1.1381995677947998], [1.2665599584579468], [1.5051319599151611], [1.3092539310455322], [1.078666090965271], [1.3393596410751343], [1.2440325021743774], [1.209395408630371], [0.9167895913124084], [0.9297669529914856], [1.3900370597839355], [1.3421303033828735], [1.3316501379013062], [1.1993809938430786], [1.3757718801498413], [1.345790982246399], [1.1574381589889526], [1.1571978330612183], [1.1401143074035645], [1.4040590524673462], [1.2166987657546997], [1.2894163131713867], [1.246482491493225], [1.1821370124816895], [1.4107133150100708], [1.1063458919525146], [1.2001160383224487], [1.1622978448867798], [1.2516690492630005], [1.211440920829773], [1.0077440738677979], [1.4788066148757935], [1.4874662160873413], [1.0820082426071167], [1.1442238092422485], [1.1317212581634521], [1.613103985786438], [1.0635396242141724], [1.5910224914550781], [1.5178766250610352], [1.3001502752304077], [1.561212182044983], [1.4406644105911255], [1.0530403852462769], [1.2400542497634888], [1.214367389678955], [1.5063902139663696], [1.1908930540084839], [1.261268973350525], [1.502210259437561], [1.421980381011963], [1.2751586437225342], [1.1050611734390259], [1.2297004461288452], [1.2961612939834595], [1.1483783721923828], [1.4017893075942993], [1.4234892129898071], [1.4801377058029175], [1.2144347429275513], [1.204612135887146], [1.3115161657333374], [1.1712671518325806], [1.3744362592697144], [1.4310439825057983], [1.4547033309936523], [1.2997773885726929], [1.089896321296692], [1.6403669118881226], [1.3896275758743286], [1.2523818016052246], [1.2307490110397339], [1.7086256742477417], [1.284756064414978], [1.1498295068740845], [1.4180127382278442], [1.2399717569351196], [1.4949551820755005], [1.3784685134887695], [1.4440360069274902], [1.196396827697754], [1.1997958421707153], [1.2918026447296143], [1.3301725387573242], [1.2198060750961304], [1.3010176420211792], [1.2512032985687256], [1.3830825090408325], [1.1388179063796997], [1.3393844366073608], [1.3170644044876099], [1.2053532600402832], [1.1246401071548462], [1.3378185033798218], [1.280020833015442], [1.4302117824554443], [1.2342699766159058], [1.3402364253997803], [1.1188162565231323], [1.1990081071853638], [1.532108187675476], [1.4661734104156494], [1.30491304397583], [1.0876437425613403], [1.2189887762069702], [1.361783742904663], [1.1921635866165161], [1.1391617059707642], [1.1507103443145752], [1.567742109298706], [1.488836407661438], [1.2761878967285156], [1.424885630607605], [1.406569242477417], [1.2959496974945068], [1.0314128398895264], [1.1814539432525635], [1.3299890756607056], [1.1592248678207397], [1.189895749092102], [1.564904808998108], [1.2082575559616089], [1.2516614198684692], [1.1500591039657593], [1.519102692604065], [1.0050896406173706], [1.1584813594818115], [1.2695746421813965], [1.3406323194503784], [1.1610270738601685], [1.253978967666626], [1.1366052627563477], [1.2911125421524048], [1.204557180404663], [1.1878548860549927], [1.2148431539535522], [1.301655888557434], [1.2869259119033813], [1.2506412267684937], [1.171333909034729], [1.226514458656311], [1.452731728553772], [1.1397199630737305], [1.1773605346679688], [1.4309797286987305], [1.202872633934021], [1.210821509361267], [1.3378418684005737], [1.2214654684066772], [1.3232841491699219], [1.6399579048156738], [1.4442543983459473], [1.1212222576141357], [1.2643452882766724], [1.4282523393630981], [1.050942063331604], [0.9583484530448914], [1.352408528327942], [1.2529711723327637], [1.1455405950546265], [1.151183009147644], [1.1583164930343628], [1.3945153951644897], [1.2184869050979614], [1.139060139656067], [1.1980652809143066], [1.09578275680542], [1.2792631387710571], [1.2900898456573486], [1.1700736284255981], [1.1563819646835327], [1.1769530773162842], [1.2271037101745605], [1.2503339052200317], [1.5237513780593872], [1.5247031450271606], [1.3816331624984741], [1.4194719791412354], [1.4715698957443237], [1.4269505739212036], [1.5756644010543823], [1.2996963262557983], [1.155746579170227], [1.2236381769180298], [1.512534737586975], [1.4842642545700073], [1.4415556192398071], [1.3911291360855103], [1.0331686735153198], [1.5495916604995728], [1.2913450002670288], [1.1803557872772217], [1.2331570386886597], [1.0619570016860962], [1.4299821853637695], [1.3482240438461304], [1.3592849969863892], [1.031978964805603], [1.402068853378296], [1.1162582635879517], [1.3918952941894531], [1.2574337720870972], [1.591083288192749], [1.192035436630249], [1.3280521631240845], [1.147565245628357], [1.4742141962051392], [1.4191769361495972], [1.0615500211715698], [1.5764447450637817], [1.201088309288025], [1.2755719423294067], [1.2163642644882202], [1.1995874643325806], [1.5899087190628052], [1.4087523221969604], [1.3690263032913208], [1.434016466140747], [1.3937397003173828], [1.3773056268692017], [1.3140881061553955], [1.4455944299697876], [1.2729755640029907], [1.2114304304122925], [1.2954301834106445], [1.2520815134048462], [1.1884335279464722], [1.3467415571212769], [1.3509247303009033], [1.2585558891296387], [1.1715563535690308], [1.2375564575195312], [1.1616079807281494], [1.364889144897461], [1.3172268867492676], [1.0913094282150269], [1.2573524713516235], [1.2656375169754028], [1.2694648504257202], [0.8199155330657959], [1.6971546411514282], [1.5959292650222778], [1.1248453855514526], [1.3592718839645386], [1.356530785560608], [1.3329843282699585], [1.0376962423324585], [1.3472485542297363], [1.6138356924057007], [1.07746422290802], [1.0742467641830444], [1.3284085988998413], [1.5362359285354614], [1.4421623945236206], [1.193855881690979], [1.3338345289230347], [1.2888420820236206], [1.205835223197937], [1.1498481035232544], [1.1322021484375], [1.2865344285964966], [1.3485853672027588], [1.201056957244873], [1.3791699409484863], [1.4578522443771362], [0.9451338648796082], [1.259867548942566], [1.3780896663665771], [1.299719214439392], [1.2893284559249878], [1.313103199005127], [1.3517614603042603], [1.5759280920028687], [1.1066961288452148], [1.1572531461715698], [1.4118911027908325], [1.2025336027145386], [1.2559715509414673], [1.3497546911239624], [1.1123615503311157], [1.489463448524475], [1.1699095964431763], [1.1475754976272583], [1.5290801525115967], [1.2023284435272217], [1.3896538019180298], [1.4427666664123535], [1.541162133216858], [0.9891970753669739], [1.3158951997756958], [1.3578455448150635], [1.4546855688095093], [1.2198933362960815], [1.2987556457519531], [1.2451854944229126], [0.9644632339477539], [1.5540484189987183], [1.5082215070724487], [1.2360090017318726], [1.2799323797225952], [1.2629207372665405], [1.6149917840957642], [1.437633752822876], [1.3532572984695435], [1.2640193700790405], [1.2912954092025757], [1.4298754930496216], [1.395467758178711], [1.4664570093154907], [1.2048510313034058], [1.296386957168579], [1.1781941652297974], [1.4712201356887817], [1.3325549364089966], [1.0449947118759155], [1.08585524559021], [1.498505711555481], [1.522617220878601], [1.1469851732254028], [1.0165377855300903], [1.0163670778274536], [1.2734647989273071], [1.3341096639633179], [1.1294667720794678], [1.3439172506332397], [1.4374278783798218], [1.5515284538269043], [1.373892903327942], [1.3201102018356323], [1.606626033782959], [1.3478108644485474], [1.2702456712722778], [1.1845523118972778], [1.4219129085540771], [1.2137829065322876], [1.1266019344329834], [1.0540965795516968], [1.436057448387146], [1.321858286857605], [1.2966877222061157], [1.2164247035980225], [1.3665168285369873], [1.2099016904830933], [1.1505333185195923], [1.2039357423782349], [0.9761001467704773], [1.211492896080017], [1.4014931917190552], [1.1004341840744019], [0.9685150980949402], [1.245896816253662], [1.18718683719635], [1.2932510375976562], [1.25627601146698], [1.2187434434890747], [1.1524404287338257], [1.2448924779891968], [1.1971361637115479], [1.3325146436691284], [1.442314624786377], [1.7649885416030884], [1.4749468564987183], [1.2704201936721802], [1.2787408828735352], [1.0282385349273682], [1.2608002424240112], [1.4936747550964355], [1.3994479179382324], [1.0880790948867798], [1.339957594871521], [1.3671845197677612], [1.0825297832489014], [1.257280945777893], [1.134677529335022], [1.2334377765655518], [1.2072409391403198], [1.0696250200271606], [1.3641976118087769], [1.1136947870254517], [1.1989482641220093], [1.5952273607254028], [1.3471051454544067], [1.2023638486862183], [1.2911683320999146], [1.5664891004562378], [1.5892329216003418], [1.2217965126037598], [1.3217636346817017], [1.3124924898147583], [1.3143852949142456], [1.1852442026138306], [0.8368903398513794], [1.4232525825500488], [1.237261176109314], [1.5524706840515137], [1.2863056659698486], [1.5270870923995972], [1.1877135038375854], [1.1647268533706665], [1.4251012802124023], [1.3157893419265747], [1.3198918104171753], [1.0333213806152344], [1.2712255716323853], [1.1981614828109741], [1.5369795560836792], [1.4320584535598755], [1.1685999631881714], [1.346593976020813], [1.2422899007797241], [1.4350379705429077], [1.2195301055908203], [1.3361642360687256], [1.2119137048721313], [1.09010648727417], [1.3745101690292358], [1.1166926622390747], [1.2849847078323364], [1.4830354452133179], [1.0328892469406128], [1.276358962059021], [1.2434428930282593], [1.399586796760559], [1.3730412721633911], [1.139142394065857], [1.2889331579208374], [1.2060123682022095], [1.2349388599395752], [1.2087537050247192], [1.6628042459487915], [1.3790520429611206], [1.2280477285385132], [1.2368289232254028], [1.426077961921692], [1.3124769926071167], [1.2210038900375366], [1.2708251476287842], [1.123592734336853], [1.1438946723937988], [1.5012158155441284], [1.3088123798370361], [1.7575956583023071], [1.3058797121047974], [1.272881031036377], [1.0883277654647827], [1.5864906311035156], [1.2849774360656738], [1.213436484336853], [1.2927072048187256], [1.3382941484451294], [1.5715593099594116], [1.3335856199264526], [1.3712035417556763], [1.2030372619628906], [1.2487637996673584], [1.498152256011963], [1.256557583808899], [1.3076943159103394], [0.9824644923210144], [1.2719286680221558], [1.1168787479400635], [1.1286550760269165], [1.1529120206832886], [1.319846749305725], [1.4530543088912964], [1.3775081634521484], [1.2091346979141235], [1.0657703876495361], [1.2957990169525146], [1.303861379623413], [1.250077486038208], [1.5959546566009521], [1.2647587060928345], [1.2410024404525757], [1.2645553350448608], [1.801081657409668], [1.197216272354126], [1.434130311012268], [0.9058898091316223], [1.4791935682296753], [1.6103328466415405], [1.1624928712844849], [1.3378292322158813], [1.1491202116012573], [1.2819100618362427], [1.3093652725219727], [1.0144622325897217], [1.5877588987350464], [1.349556803703308], [1.4630694389343262], [1.3012431859970093], [1.2122470140457153], [1.3826429843902588], [1.2225366830825806], [1.6320542097091675], [1.2284400463104248], [1.184533715248108], [1.0293172597885132], [0.9228855967521667], [1.2387831211090088], [1.535667061805725], [1.4072140455245972], [1.2995785474777222], [1.2760950326919556], [1.1056233644485474], [1.5425872802734375], [1.1273761987686157], [1.1141040325164795], [1.4702650308609009], [1.1882683038711548], [1.1570460796356201], [1.0642598867416382], [1.1498507261276245], [1.3528605699539185], [0.9923474192619324], [1.1431363821029663], [1.2909566164016724], [1.5242739915847778], [1.617268681526184], [1.1010438203811646], [1.2006665468215942], [1.4876738786697388], [1.2922965288162231], [1.1766453981399536], [1.2758439779281616], [1.5344626903533936], [1.1514052152633667], [1.2520055770874023], [1.0760449171066284], [1.3311775922775269], [1.34872305393219], [1.2347174882888794], [1.1620882749557495], [1.1971355676651], [1.304976224899292], [1.3450093269348145], [1.1043367385864258], [1.4619277715682983], [1.320507287979126], [1.4249016046524048], [1.4109032154083252], [1.0407395362854004], [1.0672491788864136], [1.2025333642959595], [1.643180012702942], [1.4368902444839478], [1.1120697259902954], [0.9612764716148376], [1.10120689868927], [1.2329022884368896], [1.401165246963501], [1.39375901222229], [1.310294270515442], [1.3253147602081299], [1.2815767526626587], [1.2935699224472046], [1.2971669435501099], [1.0890799760818481], [1.3462430238723755], [0.9653145670890808], [1.1583837270736694], [1.048376441001892], [1.2354546785354614], [1.3637217283248901], [1.3313982486724854], [1.3075027465820312], [1.3459526300430298], [1.1055296659469604], [1.4009689092636108], [1.086240291595459], [1.3655418157577515], [1.0904620885849], [1.3302663564682007], [1.2781744003295898], [1.3115640878677368], [0.9267926812171936], [1.3712996244430542], [1.1096585988998413], [1.502085566520691], [1.077026605606079], [1.252905249595642], [1.1894954442977905], [1.3205868005752563], [1.2423949241638184], [1.184374451637268], [1.5354703664779663], [1.2354389429092407], [1.2452892065048218], [1.3650940656661987], [1.4065557718276978], [1.526188611984253], [1.5433531999588013], [1.4972704648971558], [1.4605350494384766], [1.2718459367752075], [1.3114954233169556], [1.5752824544906616], [1.120400309562683], [1.2809463739395142], [1.523619294166565], [1.320982813835144], [1.1354426145553589], [1.006722331047058], [1.2911638021469116], [1.3656286001205444], [1.3608561754226685], [1.101159691810608], [1.386671781539917], [1.1593424081802368], [1.1318897008895874], [1.2169276475906372], [1.285127878189087], [0.9250869154930115], [1.4730232954025269], [1.5769375562667847], [1.4739323854446411], [1.2541481256484985], [1.4132343530654907], [1.1887809038162231], [1.3061875104904175], [1.268804669380188], [1.1389957666397095], [1.148279070854187], [1.6448485851287842], [1.3710979223251343], [1.3680833578109741], [1.3776161670684814], [1.180890440940857], [1.5279853343963623], [1.3074086904525757], [1.1184138059616089], [1.207316279411316], [1.3001962900161743], [0.9630388021469116], [1.285962700843811], [1.3074921369552612], [1.3436158895492554], [1.4199098348617554], [1.0602847337722778], [1.5028979778289795], [1.1139767169952393], [1.5025066137313843], [1.5622233152389526], [1.542225956916809], [1.1154457330703735], [1.1695488691329956], [1.203359842300415], [1.2490853071212769], [1.3738094568252563], [1.370140552520752], [1.3131686449050903], [1.1792758703231812], [1.041085124015808], [1.2813481092453003], [1.3206640481948853], [1.3479722738265991], [1.109516978263855], [1.3691781759262085], [1.5600587129592896], [1.0740145444869995], [1.1189922094345093], [1.2234904766082764], [1.0174659490585327], [1.236369013786316], [0.9396398663520813], [1.5369747877120972], [1.2705281972885132], [0.9720385670661926], [1.1616079807281494], [1.3766000270843506], [1.352083444595337], [1.522204041481018], [1.263461709022522], [1.519460916519165], [1.1731549501419067], [1.1407312154769897], [0.9898383021354675], [1.1652603149414062], [1.0620406866073608], [1.5093592405319214], [1.564447045326233], [1.2379273176193237], [1.262727975845337], [1.6399503946304321], [1.3300200700759888], [1.0966488122940063], [1.545652985572815], [1.3900574445724487], [1.4343913793563843], [1.1381165981292725], [1.2262074947357178], [1.2907027006149292], [1.328865647315979], [1.3770004510879517], [1.3408746719360352], [1.5268298387527466], [1.2035162448883057], [1.257566213607788], [1.4393916130065918], [1.0000430345535278], [1.4316861629486084], [1.2788904905319214], [1.4710124731063843], [1.1535029411315918], [1.2668448686599731], [1.6261659860610962], [1.0110087394714355], [1.4126002788543701], [1.3213163614273071], [1.47788405418396], [1.0370804071426392], [1.2773464918136597], [1.2130067348480225], [1.1380664110183716], [1.2654935121536255], [1.3217308521270752], [1.4923754930496216], [1.1996701955795288], [1.240362524986267], [0.9773329496383667], [1.6337741613388062], [1.5158723592758179], [1.3292388916015625], [1.0965937376022339], [1.04729425907135], [1.2957967519760132], [1.309062123298645], [1.240321159362793], [1.3015544414520264], [1.429071307182312], [1.311663269996643], [1.7094061374664307], [1.2658172845840454], [1.2269786596298218], [1.1605685949325562], [1.2762479782104492], [1.1918877363204956], [1.1519323587417603], [1.1702240705490112], [1.1249380111694336], [1.2988685369491577], [1.4591459035873413], [1.3570953607559204], [1.2706509828567505], [1.2007954120635986], [1.460199236869812], [1.5062459707260132], [1.3986735343933105], [1.0776005983352661], [1.457948088645935], [1.3472747802734375], [1.201616644859314], [1.1253033876419067], [1.41230309009552], [1.2686467170715332], [1.426658272743225], [1.5230952501296997], [1.06605863571167], [1.3137930631637573], [1.274501919746399], [1.465946912765503], [1.1032079458236694], [1.2447360754013062], [1.3460415601730347], [1.446999430656433], [1.1501818895339966], [1.1741775274276733], [1.5118613243103027], [2.123391628265381], [1.3755861520767212], [1.1218618154525757], [1.1009365320205688], [1.3591569662094116], [1.234451413154602], [1.2621890306472778], [1.4607391357421875], [1.0531622171401978], [1.4333003759384155], [1.0495566129684448], [1.3747775554656982], [1.495552659034729], [1.3514691591262817], [1.293622612953186], [1.2617021799087524], [1.1467779874801636], [1.5073235034942627], [1.3498307466506958], [1.2491519451141357], [1.5878914594650269], [1.1629310846328735], [1.2557432651519775], [1.3493601083755493], [1.3459326028823853], [1.0371605157852173], [1.1907589435577393], [1.188303828239441], [1.4582854509353638], [1.0544363260269165], [1.1181141138076782], [0.9986490607261658], [1.3805594444274902], [1.3063327074050903], [1.1573082208633423], [1.2892897129058838], [0.9994460940361023], [1.3638503551483154], [1.3140753507614136], [1.2530449628829956], [1.2653138637542725], [1.2753677368164062], [1.2283381223678589], [1.0871559381484985], [1.41297447681427], [1.332166314125061], [1.5155237913131714], [1.324508547782898], [1.4230743646621704], [1.2788509130477905], [1.1887043714523315], [1.3670449256896973], [1.2493282556533813], [1.1618937253952026], [1.2911909818649292], [1.199752926826477], [1.2647955417633057], [1.4726091623306274], [1.176374912261963], [1.1051417589187622], [1.150363564491272], [1.4233466386795044], [1.1305265426635742], [1.219741940498352], [1.2547197341918945], [1.4840178489685059], [1.5538231134414673], [1.1357332468032837], [1.2242653369903564], [1.4491550922393799], [1.1829835176467896], [1.2992041110992432], [1.6241694688796997], [1.3093693256378174], [1.1458150148391724], [1.4841879606246948], [1.0833832025527954], [1.1179615259170532], [1.1639336347579956], [1.1344338655471802], [1.1801539659500122], [1.201729416847229], [1.2934142351150513], [1.257590651512146], [1.3482669591903687], [1.210004448890686], [1.415828824043274], [1.1407912969589233], [1.3478890657424927], [1.1592270135879517], [1.2690895795822144], [1.3007394075393677], [1.2551425695419312], [1.148575782775879], [1.180782675743103], [1.3159340620040894], [1.161110520362854], [1.1138592958450317], [1.344071626663208], [1.425553321838379], [1.3177064657211304], [1.1531039476394653], [1.3259114027023315], [1.1659868955612183], [1.379301905632019], [1.4964818954467773], [1.1099673509597778], [1.2310415506362915], [1.4862794876098633], [1.076284408569336], [1.5358331203460693], [1.230844497680664], [1.497851014137268], [1.2720705270767212], [1.1583055257797241], [1.073850393295288], [1.2922214269638062], [1.5322858095169067], [1.1595262289047241], [1.239055871963501], [1.2597527503967285], [1.211612343788147], [1.2671953439712524], [0.9715068936347961], [1.246744155883789], [1.3714625835418701], [0.9667713642120361], [1.3338526487350464], [1.3275691270828247], [1.3391386270523071], [1.027812123298645], [1.650131344795227], [1.1176398992538452], [1.212253212928772], [1.554235816001892], [1.556946873664856], [1.1924372911453247], [1.2606770992279053], [1.5293618440628052], [1.2203985452651978], [1.162169098854065], [1.11467707157135], [1.2830983400344849], [1.3554620742797852], [1.302193522453308], [1.1394630670547485], [1.1803046464920044], [1.2478011846542358], [1.6097031831741333], [1.305388331413269], [1.5272547006607056], [1.2914069890975952], [1.2978843450546265], [1.3474682569503784], [1.161331295967102], [1.3017053604125977], [1.2025254964828491], [1.1709684133529663], [1.1542528867721558], [1.2904410362243652], [1.2531620264053345], [1.1226378679275513], [1.4457813501358032], [1.444904088973999], [1.6109062433242798], [1.5060420036315918], [1.3949692249298096], [1.3900068998336792], [1.3943465948104858], [1.5461643934249878], [1.4503854513168335], [1.371005654335022], [1.137369155883789], [1.5713400840759277], [1.4497112035751343], [1.1208174228668213], [1.113916039466858], [1.133968472480774], [1.547309398651123], [1.4702657461166382], [1.262078046798706], [1.4135046005249023], [1.3682899475097656], [1.4338828325271606], [1.3673646450042725], [1.2014957666397095], [1.1974235773086548], [1.3637927770614624], [1.298559546470642], [1.4937533140182495], [1.239930510520935], [1.1502560377120972], [1.0676313638687134], [1.2452490329742432], [1.331083059310913], [1.3583424091339111], [1.57138192653656], [1.0284746885299683], [1.2269612550735474], [1.2471281290054321], [1.281878113746643], [1.7665337324142456], [0.9471586346626282], [1.4102283716201782], [1.3478866815567017], [1.3897894620895386], [1.282227635383606], [1.0839253664016724], [1.1865828037261963], [1.6517168283462524], [1.3724702596664429], [1.0946346521377563], [1.164746880531311], [1.3965859413146973], [1.1317509412765503], [1.5534911155700684], [1.6364741325378418], [1.0430710315704346], [1.2801564931869507], [1.4942914247512817], [1.1304796934127808], [1.1279915571212769], [0.9835112690925598], [0.9785343408584595], [1.3736460208892822], [1.2577697038650513], [1.0957647562026978], [1.186876893043518], [1.1409977674484253], [1.1209088563919067], [1.2330890893936157], [1.4291926622390747], [1.3523555994033813], [1.2723209857940674], [1.1674472093582153], [1.1189630031585693], [0.9321414828300476], [1.3707259893417358], [1.2800582647323608], [1.205818772315979], [1.2589102983474731], [1.3819090127944946], [1.6020089387893677], [1.065331220626831], [1.430657982826233], [1.1156781911849976], [1.1856485605239868], [1.1234694719314575], [1.149200677871704], [1.2023557424545288], [1.0358308553695679], [1.1564021110534668], [1.0373021364212036], [1.3054929971694946], [1.3669464588165283], [1.2630006074905396], [1.3899329900741577], [1.1070632934570312], [1.5471364259719849], [1.3227450847625732], [1.3573559522628784], [1.4244898557662964], [1.7203959226608276], [1.306028962135315], [1.361653208732605], [1.3205052614212036], [1.3004010915756226], [1.3889764547348022], [1.1823679208755493], [1.2386645078659058], [1.3484729528427124], [1.0317283868789673], [1.3137534856796265], [1.306566834449768], [1.197243094444275], [1.3072898387908936], [1.2326127290725708], [1.0826712846755981], [1.687060832977295], [1.155353307723999], [0.9986428022384644], [1.2129873037338257], [1.1312636137008667], [1.464287281036377], [1.4648200273513794], [1.4832175970077515], [1.2734309434890747], [1.1660634279251099], [1.650225281715393], [1.4640625715255737], [1.181538701057434], [1.5505419969558716], [1.3386081457138062], [1.189754843711853], [1.28297758102417], [1.2364972829818726], [1.2787896394729614], [1.124553918838501], [1.3702858686447144], [1.3666361570358276], [1.1365768909454346], [1.00535249710083], [1.5543910264968872], [1.288899302482605], [1.5624219179153442], [1.340981364250183], [1.4788477420806885], [1.1445363759994507], [1.1345902681350708], [1.0324947834014893], [1.254034161567688], [1.082689642906189], [1.5292060375213623], [1.6118334531784058], [1.2251619100570679], [1.10236394405365], [1.497266173362732], [1.125821828842163], [1.3605722188949585], [1.3466616868972778], [1.1681245565414429], [1.3747106790542603], [1.3102644681930542], [1.220823884010315], [1.3386306762695312], [1.1794828176498413], [1.1921571493148804], [0.9998596906661987], [1.3140887022018433], [1.425446629524231], [1.3462356328964233], [1.3745719194412231], [1.454617977142334], [1.426528811454773], [1.2113343477249146], [1.0802507400512695], [1.2650877237319946], [1.3020671606063843], [1.1370590925216675], [1.3250442743301392], [1.2118264436721802], [1.2592145204544067], [1.4394994974136353], [1.0999394655227661], [1.3112163543701172], [0.9859449863433838], [1.3409228324890137], [1.5866295099258423], [1.1284412145614624], [1.296637773513794], [1.1496707201004028], [1.5524864196777344], [0.9840205907821655], [1.0588475465774536], [1.3767396211624146], [1.245425820350647], [1.4712047576904297], [1.2582205533981323], [1.569388747215271], [1.5151475667953491], [1.5183253288269043], [1.4613062143325806], [1.2412192821502686], [1.4010053873062134], [1.2059305906295776], [1.4342690706253052], [1.249574065208435], [1.4055157899856567], [1.323273777961731], [1.2242618799209595], [1.4829257726669312], [1.2705971002578735], [1.4859198331832886], [1.4797464609146118], [1.4460760354995728], [1.2315601110458374], [1.242606520652771], [1.2122262716293335], [1.3259049654006958], [1.4196332693099976], [1.0981131792068481], [1.1978877782821655], [1.350307822227478], [1.4086158275604248], [1.132642149925232], [1.6344619989395142], [1.6287078857421875], [1.1717742681503296], [1.2498224973678589], [1.1259642839431763], [1.4580963850021362], [1.5487970113754272], [1.3054699897766113], [1.032192587852478], [1.202172040939331], [1.6698838472366333], [1.0984829664230347], [1.3089772462844849], [1.2687772512435913], [1.227284550666809], [1.6045482158660889], [1.5169228315353394], [1.2961910963058472], [1.574820637702942], [1.7166427373886108], [1.18228018283844], [1.2736304998397827], [1.2306236028671265], [1.0002158880233765], [1.195227026939392], [1.2927268743515015], [1.4173669815063477], [1.5819497108459473], [1.515656590461731], [1.2540510892868042], [1.1376885175704956], [1.4369767904281616], [1.1589816808700562], [1.392521858215332], [1.2404468059539795], [1.5573173761367798], [1.116245150566101], [1.4192473888397217], [1.451259970664978], [1.317299485206604], [1.3402165174484253], [1.0792521238327026], [1.043944239616394], [1.287028431892395], [1.0766392946243286], [1.1772736310958862], [1.6043809652328491], [1.0006777048110962], [1.2590638399124146], [1.0743454694747925], [1.2179131507873535], [1.3920559883117676], [1.4402064085006714], [1.320989966392517], [1.4260157346725464], [1.239244818687439], [1.2251511812210083], [1.4213401079177856], [1.2790595293045044], [1.2093089818954468], [0.7422007918357849], [1.507462739944458], [1.3569223880767822], [1.4166243076324463], [1.36711847782135], [1.22720468044281], [1.581932544708252], [1.0549358129501343], [1.0349986553192139], [1.493052363395691], [1.1712342500686646], [1.5565528869628906], [1.1942137479782104], [1.151842713356018], [1.1016865968704224], [1.341208815574646], [1.1548662185668945], [1.517144799232483], [1.1852768659591675], [1.5453789234161377], [1.6053909063339233], [1.2474195957183838], [1.338881254196167], [1.2202799320220947], [1.3668067455291748], [1.136641263961792], [1.1457109451293945], [1.5465407371520996], [1.093720555305481], [1.2338474988937378], [1.440698504447937], [1.3053646087646484], [1.4166977405548096], [1.4553656578063965], [1.5141868591308594], [1.3603742122650146], [1.1392961740493774], [1.2498016357421875], [1.463438630104065], [1.2465089559555054], [1.4377487897872925], [1.140434980392456], [1.1084970235824585], [1.0729185342788696], [1.5336426496505737], [1.326574444770813], [1.4101282358169556], [1.184338092803955], [1.1897825002670288], [1.17914617061615], [1.1861491203308105], [1.3179223537445068], [1.3589656352996826], [1.175594687461853], [1.2216836214065552], [1.0412300825119019], [1.1700960397720337], [1.2661174535751343], [1.4123036861419678], [1.4119285345077515], [0.9653663039207458], [1.2363375425338745], [1.5747257471084595], [1.2995332479476929], [1.4500648975372314], [1.069090485572815], [1.1892337799072266], [1.2063144445419312], [1.0033107995986938], [1.3780287504196167], [1.4567275047302246], [1.4044902324676514], [1.2700859308242798], [1.5666002035140991], [1.6735063791275024], [1.1735398769378662], [1.096569538116455], [1.229171633720398], [1.2147035598754883], [1.139497995376587], [1.3605073690414429], [1.2937501668930054], [1.4347422122955322], [1.1838361024856567], [0.9853457808494568], [1.247991919517517], [1.6165834665298462], [1.0371891260147095], [1.1902865171432495], [1.3341509103775024], [1.2380179166793823], [1.8236507177352905], [1.2925158739089966], [1.224812388420105], [1.1447619199752808], [1.1525028944015503], [1.1982110738754272], [1.3194290399551392], [1.13130784034729], [1.336072325706482], [0.9936840534210205], [1.4601999521255493], [1.2225714921951294], [1.4513373374938965], [1.5100772380828857], [1.567154884338379], [1.27291738986969], [1.0645004510879517], [1.1090072393417358], [1.2553659677505493], [1.4004637002944946], [1.356915831565857], [1.4863247871398926], [1.3364909887313843], [1.2435518503189087], [1.136802077293396], [1.4964593648910522], [1.1785632371902466], [1.3408552408218384], [1.426534652709961], [1.1607006788253784], [1.2694664001464844], [1.2022110223770142], [1.2406554222106934], [1.1861284971237183], [1.1843596696853638], [1.0702810287475586], [1.4348465204238892], [1.359432339668274], [1.3518855571746826], [1.6112488508224487], [1.1893991231918335], [1.2397736310958862], [1.1779561042785645], [1.3532861471176147], [1.532271385192871], [1.4548839330673218], [1.3103556632995605], [1.1608599424362183], [1.357967495918274], [1.1916357278823853], [1.3965293169021606], [1.2867790460586548], [1.458047866821289], [1.2152892351150513], [1.231107473373413], [1.437957763671875], [1.2736271619796753], [1.3163528442382812], [1.2790502309799194], [1.5640619993209839], [1.102881669998169], [1.0209243297576904], [1.2134194374084473], [1.4513766765594482], [1.4649958610534668], [1.0743969678878784], [1.2623637914657593], [1.4444886445999146], [1.218387484550476], [1.040054440498352], [1.0103708505630493], [1.5388025045394897], [1.3063169717788696], [1.3197681903839111], [1.3847347497940063], [1.1329330205917358], [1.1968674659729004], [1.1387968063354492], [1.2029438018798828], [0.8335768580436707], [1.1951625347137451], [1.232838749885559], [1.302399754524231], [1.2507420778274536], [1.174007773399353], [1.2089542150497437], [1.3138365745544434], [1.4773679971694946], [1.1803609132766724], [1.30548894405365], [1.5578025579452515], [1.3274435997009277], [1.362331748008728], [1.4839870929718018], [1.2574390172958374], [1.3370510339736938], [1.2331287860870361], [1.2629461288452148], [1.5039435625076294], [1.0344165563583374], [1.2470160722732544], [1.416306734085083], [1.143818974494934], [1.1628493070602417], [1.0962873697280884], [1.2450761795043945], [1.058347225189209], [1.0430554151535034], [1.393441081047058], [1.5819586515426636], [1.1009424924850464], [1.067822813987732], [1.0829684734344482], [1.4022923707962036], [1.2889087200164795], [1.132552981376648], [1.2311776876449585], [1.1703418493270874], [1.2186163663864136], [1.2741633653640747], [1.1719528436660767], [1.1467230319976807], [1.3440666198730469], [1.0688565969467163], [1.2609807252883911], [1.2674882411956787], [1.6149753332138062], [1.1554763317108154], [1.4089807271957397], [1.3266417980194092], [1.4366239309310913], [1.085237979888916], [1.2390114068984985], [1.3126344680786133], [1.49013090133667], [1.3239668607711792], [1.078172206878662], [1.0918508768081665], [1.6254644393920898], [1.0685805082321167], [1.2899547815322876], [1.1200289726257324], [1.3973114490509033], [1.5439523458480835], [1.3598562479019165], [1.3445663452148438], [1.0787183046340942], [1.2618376016616821], [1.085660457611084], [1.0355665683746338], [1.4973055124282837], [1.3226053714752197], [1.2246707677841187], [0.9942271113395691], [1.3694764375686646], [1.2958881855010986], [1.4512466192245483], [1.4003721475601196], [1.2903910875320435], [1.440352439880371], [1.099897861480713], [1.3815797567367554], [1.2079882621765137], [1.438796877861023], [1.3421579599380493], [1.1679835319519043], [1.1840746402740479], [1.1685734987258911], [1.5025638341903687], [1.6086626052856445], [1.247137188911438], [1.55931556224823], [1.1168617010116577], [1.4613488912582397], [1.1621018648147583], [1.2119336128234863], [1.4064501523971558], [1.1213444471359253], [1.1331990957260132], [1.2908499240875244], [1.1412731409072876], [1.1248239278793335], [1.4741536378860474], [1.1230796575546265], [1.2088176012039185], [1.3567956686019897], [1.5476529598236084], [1.178006649017334], [1.3812857866287231], [1.2270903587341309], [1.139156460762024], [1.3970662355422974], [1.2124104499816895], [1.394225835800171], [1.304498314857483], [1.634940505027771], [1.1361128091812134], [1.576881766319275], [1.1954997777938843], [1.146622657775879], [1.278320074081421], [1.122275948524475], [1.6389861106872559], [1.4613555669784546], [1.4315048456192017], [1.2440768480300903], [1.4167852401733398], [1.3945380449295044], [1.1390879154205322], [0.9101287722587585], [1.1931856870651245], [1.344119668006897], [1.1317113637924194], [1.5524479150772095], [1.209087610244751], [0.8250071406364441], [1.241336703300476], [1.3869680166244507], [1.4605348110198975], [1.4130231142044067], [1.097964882850647], [0.959006667137146], [1.0149633884429932], [1.1638658046722412], [1.5135746002197266], [1.3359838724136353], [1.5302306413650513], [1.3741952180862427], [1.6214839220046997], [1.3447552919387817], [1.3936858177185059], [1.3758766651153564], [1.0116347074508667], [1.2242608070373535], [1.2024003267288208], [1.5396167039871216], [1.266060709953308], [1.6441172361373901], [1.4474375247955322], [1.4377493858337402], [1.392114281654358], [1.3547463417053223], [1.12050461769104], [1.4405542612075806], [1.275532841682434], [1.5184580087661743], [1.3175842761993408], [1.1977702379226685], [1.2646324634552002], [1.4629141092300415], [1.1824554204940796], [1.088174819946289], [1.2079054117202759], [1.1635586023330688], [1.2469406127929688], [1.2264862060546875], [1.3059654235839844], [1.5232731103897095], [1.198935627937317], [1.404414415359497], [1.086133360862732], [1.0870944261550903], [1.508481740951538], [1.338243842124939], [1.5811076164245605], [1.1840614080429077], [1.1331135034561157], [1.2865208387374878], [1.5376410484313965], [1.3044592142105103], [1.3376796245574951], [1.6610013246536255], [1.2992041110992432], [1.270797848701477], [1.1721915006637573], [1.0622979402542114], [1.169627070426941], [1.4284566640853882], [1.2611078023910522], [1.5524344444274902], [1.1587849855422974], [1.2634257078170776], [1.3290743827819824], [1.1668845415115356], [1.1774399280548096], [1.4705287218093872], [1.4498776197433472], [1.1419662237167358], [1.0581310987472534], [1.3525546789169312], [1.5508307218551636], [1.4897149801254272], [1.3587359189987183], [1.1822248697280884], [1.1600896120071411], [0.9998432993888855], [1.1927496194839478], [1.2695403099060059], [1.1680632829666138], [1.2724592685699463], [1.6136106252670288], [1.2466726303100586], [1.250827431678772], [1.2473605871200562], [1.0122933387756348], [1.325394630432129], [1.218477725982666], [1.4727379083633423], [1.1810400485992432], [1.4311249256134033], [0.944431722164154], [1.1885334253311157], [1.170873999595642], [1.3408154249191284], [1.4850682020187378], [1.2612742185592651], [1.263872504234314], [1.1135693788528442], [1.2854074239730835], [1.229411005973816], [1.396048903465271], [1.4629690647125244], [1.2050224542617798], [1.3821548223495483], [1.1971476078033447], [1.3305038213729858], [1.2057706117630005], [1.2926431894302368], [1.3387686014175415], [1.2878516912460327], [1.3761223554611206], [1.3138442039489746], [1.3141862154006958], [1.3691625595092773], [1.4084285497665405], [1.2996150255203247], [1.2630418539047241], [1.0776143074035645], [1.1291066408157349], [1.3014291524887085], [1.3889878988265991], [1.2369788885116577], [1.4608479738235474], [1.4234530925750732], [1.303572177886963], [1.0570405721664429], [1.243308663368225], [1.478445053100586], [1.2383360862731934], [1.2555567026138306], [1.2497820854187012], [1.3867990970611572], [1.1633046865463257], [1.1891003847122192], [0.9653435945510864], [1.1885639429092407], [1.0001654624938965], [1.2273099422454834], [1.5144582986831665], [1.5125423669815063], [1.394463300704956], [1.031613826751709]]
Started at: 10:50:15
({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {})
Epoch: 0