old_res/04-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_150_freeze_True_earlystop_10.txt

Started at: 10:53:00
({'_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: 0.39730866372585294 - MAE: 0.4859462215712381
Validation loss : 0.2196155587832133 - MAE: 0.358251958619135
Epoch: 1
Training loss: 0.17908839583396913 - MAE: 0.32397780285924654
Validation loss : 0.1558608834942182 - MAE: 0.30258585682891376
Epoch: 2
Training loss: 0.1575879180431366 - MAE: 0.29877002595895036
Validation loss : 0.14711609482765198 - MAE: 0.29037275250782246
Epoch: 3
Training loss: 0.15081047505140305 - MAE: 0.2927416915612918
Validation loss : 0.14418130036857393 - MAE: 0.2855868255353847
Epoch: 4
Training loss: 0.1486131688952446 - MAE: 0.2895620071780584
Validation loss : 0.1416353558500608 - MAE: 0.2827090052807201
Epoch: 5
Training loss: 0.1443140760064125 - MAE: 0.2864368585237521
Validation loss : 0.1415707692503929 - MAE: 0.2815798797681286
Epoch: 6
Training loss: 0.14458888828754424 - MAE: 0.2867332379237455
Validation loss : 0.13991272449493408 - MAE: 0.2813442573034388
Epoch: 7
Training loss: 0.1426651358604431 - MAE: 0.2830702813173875
Validation loss : 0.14005657616588804 - MAE: 0.28040410864338733
Epoch: 8
Training loss: 0.14226840168237687 - MAE: 0.2838351485433796
Validation loss : 0.14099578393830192 - MAE: 0.2833797767431743
Epoch: 9
Training loss: 0.14148026525974275 - MAE: 0.2832427237151646
Validation loss : 0.14043273280064264 - MAE: 0.28271952708757264
Epoch: 10
Training loss: 0.14019824892282487 - MAE: 0.28222110902213876
Validation loss : 0.14011621558003956 - MAE: 0.28137689227353097
Epoch: 11
Training loss: 0.13976321309804918 - MAE: 0.28157311139725216
Validation loss : 0.13934321949879327 - MAE: 0.2800334469654595
Epoch: 12
Training loss: 0.13962965697050095 - MAE: 0.2807720746056774
Validation loss : 0.13862393216954338 - MAE: 0.2791006925916734
Epoch: 13
Training loss: 0.14116415709257127 - MAE: 0.28111290087367563
Validation loss : 0.13831137120723724 - MAE: 0.27878225189482375
Epoch: 14
Training loss: 0.14097433745861054 - MAE: 0.2810930774720163
Validation loss : 0.14068220804135004 - MAE: 0.27968287461818175
Epoch: 15
Training loss: 0.13826070487499237 - MAE: 0.28027991989727363
Validation loss : 0.13831839130984414 - MAE: 0.2772302729416241
Epoch: 16
Training loss: 0.13835423320531845 - MAE: 0.27956778931423404
Validation loss : 0.14023681812816197 - MAE: 0.2797705888289552
Epoch: 17
Training loss: 0.14113707423210145 - MAE: 0.282105957018578
Validation loss : 0.14087573852803972 - MAE: 0.27942768438618604
Epoch: 18
Training loss: 0.13933166295289992 - MAE: 0.2805286352759056
Validation loss : 0.14126184499926037 - MAE: 0.2790748506372283
Epoch: 19
Training loss: 0.14015737652778626 - MAE: 0.27934483063892895
Validation loss : 0.14122374769714144 - MAE: 0.27925762827515244
Epoch: 20
Training loss: 0.1413598519563675 - MAE: 0.2834474095436036
Validation loss : 0.14068745407793257 - MAE: 0.27949070440730645
Epoch: 21
Training loss: 0.13709126591682433 - MAE: 0.27731365295379745
Validation loss : 0.13753597521119648 - MAE: 0.2765710153325184
Epoch: 22
Training loss: 0.1369300165772438 - MAE: 0.27764919227369217
Validation loss : 0.13816728360123104 - MAE: 0.2773933522919239
Epoch: 23
Training loss: 0.13872349202632905 - MAE: 0.27914414151564215
Validation loss : 0.13958005193207 - MAE: 0.27869285740812233
Epoch: 24
Training loss: 0.13863998979330064 - MAE: 0.2800756224989128
Validation loss : 0.1377946568859948 - MAE: 0.2780872646120163
Epoch: 25
Training loss: 0.13722894191741944 - MAE: 0.2777293355948194
Validation loss : 0.1395860562721888 - MAE: 0.2790577795308649
Epoch: 26
Training loss: 0.13537802517414094 - MAE: 0.2766329413636967
Validation loss : 0.13930401619937685 - MAE: 0.2788917441516261
Epoch: 27
Training loss: 0.13873686403036117 - MAE: 0.2794932397975601
Validation loss : 0.13766776853137547 - MAE: 0.2783736195572244
Epoch: 28
Training loss: 0.14035973757505416 - MAE: 0.2837212737889766
Validation loss : 0.13806319071186912 - MAE: 0.27878509323064854
Epoch: 29
Training loss: 0.1387256821990013 - MAE: 0.27804003244939784
Validation loss : 0.14076385895411173 - MAE: 0.27968867304520234
Epoch: 30
Training loss: 0.1399681994318962 - MAE: 0.28027071934364045
Validation loss : 0.13743447429604 - MAE: 0.27774558462718596
Epoch: 31
Training loss: 0.13937437027692795 - MAE: 0.2812529329875914
Validation loss : 0.13804846422539818 - MAE: 0.2772237957525618
Stopped after 31 epochs.
Prediction MAE: 0.2649
Finished at: 10:53:00
Time taken: 7311 s.
0 days 2 hours 1 minutes 51 seconds

 
 

Preds: [[1.3904168605804443], [1.4942035675048828], [1.5655691623687744], [1.5212234258651733], [1.5309104919433594], [1.4321190118789673], [1.8439857959747314], [1.3557209968566895], [1.3429545164108276], [1.438809871673584], [1.340883731842041], [1.2873561382293701], [1.4479061365127563], [1.2704411745071411], [1.2093830108642578], [1.539262056350708], [1.3185406923294067], [1.3011350631713867], [1.376267433166504], [1.1584628820419312], [1.5007785558700562], [1.706310510635376], [1.3051822185516357], [1.611655831336975], [1.159008502960205], [1.1626132726669312], [1.7229177951812744], [1.5444777011871338], [1.284837007522583], [1.2781405448913574], [1.4862395524978638], [1.169144868850708], [1.5084710121154785], [1.4007315635681152], [1.153283953666687], [1.2739379405975342], [1.1460928916931152], [1.554065465927124], [1.125853419303894], [1.3112865686416626], [1.345100998878479], [1.2661254405975342], [1.391564130783081], [1.4229803085327148], [1.3354449272155762], [0.8950058221817017], [1.4906353950500488], [1.1802488565444946], [1.0891058444976807], [1.4540317058563232], [1.2087302207946777], [1.3661584854125977], [1.1351280212402344], [1.6038373708724976], [1.4377244710922241], [1.4144402742385864], [1.424519419670105], [1.3975111246109009], [1.2704627513885498], [1.6254453659057617], [1.7542366981506348], [1.3123648166656494], [1.4659284353256226], [1.2111884355545044], [1.2988348007202148], [1.1785633563995361], [1.0432037115097046], [1.2462958097457886], [1.2650127410888672], [1.3142708539962769], [1.332787275314331], [1.3517861366271973], [1.3398144245147705], [1.956549882888794], [1.0911203622817993], [1.1230661869049072], [1.517209529876709], [1.4446356296539307], [1.1518988609313965], [1.2869555950164795], [1.2420237064361572], [1.3339684009552002], [1.2422425746917725], [1.2438825368881226], [1.5113469362258911], [1.1771328449249268], [1.6332075595855713], [1.3883132934570312], [0.8943182229995728], [1.3574689626693726], [1.2514593601226807], [1.2840211391448975], [1.4848706722259521], [1.1079163551330566], [1.4606858491897583], [1.364778757095337], [1.41432785987854], [1.075777292251587], [1.2494498491287231], [1.2691463232040405], [1.3050367832183838], [1.3356962203979492], [1.1607375144958496], [1.3113349676132202], [1.1450563669204712], [1.2963552474975586], [1.648305892944336], [1.122936725616455], [1.4936888217926025], [1.5468990802764893], [1.3557796478271484], [1.435868501663208], [1.2791367769241333], [1.5737597942352295], [1.3987395763397217], [1.2226545810699463], [1.3341598510742188], [1.7111425399780273], [1.263155460357666], [1.434751272201538], [1.5560228824615479], [1.0134072303771973], [1.3812922239303589], [1.4575154781341553], [1.3607099056243896], [1.3954256772994995], [1.4419994354248047], [1.3518092632293701], [1.4207438230514526], [1.4676021337509155], [1.1867249011993408], [1.073051929473877], [1.3982245922088623], [1.1704633235931396], [1.6214580535888672], [1.4696599245071411], [1.5221971273422241], [1.3984514474868774], [1.3051762580871582], [1.4588674306869507], [1.2175428867340088], [1.4382539987564087], [1.3274022340774536], [1.4235053062438965], [1.4019185304641724], [1.5919804573059082], [1.2989213466644287], [1.375126838684082], [1.2213196754455566], [1.233527660369873], [1.2311928272247314], [1.0670762062072754], [1.4454050064086914], [1.263355016708374], [1.3319346904754639], [1.454374074935913], [1.1670453548431396], [1.4391971826553345], [1.4290422201156616], [1.5560901165008545], [1.3670159578323364], [1.071723222732544], [1.1729652881622314], [1.410158395767212], [1.4570612907409668], [1.4014925956726074], [1.2549700736999512], [1.338183045387268], [1.327592134475708], [1.2329820394515991], [1.6406151056289673], [1.269500970840454], [1.22623872756958], [0.9247235655784607], [1.2842226028442383], [1.4493353366851807], [1.3344253301620483], [1.6045149564743042], [1.4636173248291016], [1.5219552516937256], [1.392707109451294], [1.3818325996398926], [1.4509689807891846], [1.2595181465148926], [1.1167007684707642], [1.3873231410980225], [1.5582908391952515], [1.6144412755966187], [1.430935025215149], [1.363843560218811], [1.6392778158187866], [1.258588433265686], [1.437955379486084], [0.9972303509712219], [1.5176420211791992], [1.3695945739746094], [1.18960440158844], [1.5288512706756592], [1.3998302221298218], [1.4193209409713745], [1.259617805480957], [1.7792961597442627], [1.6032675504684448], [1.4521276950836182], [1.420154094696045], [1.5398249626159668], [1.379197597503662], [1.3704755306243896], [1.341504454612732], [1.4826985597610474], [1.348454236984253], [1.4602305889129639], [1.254669427871704], [1.4277446269989014], [1.5787255764007568], [1.5174407958984375], [1.3978843688964844], [1.1956901550292969], [1.1874058246612549], [1.2659581899642944], [1.5345571041107178], [1.4588403701782227], [1.7166001796722412], [1.415888786315918], [1.209852933883667], [1.3488826751708984], [1.2793505191802979], [1.1422922611236572], [1.614198088645935], [1.419879674911499], [1.4644652605056763], [1.2642834186553955], [1.2587602138519287], [1.4048690795898438], [1.392382025718689], [1.7560417652130127], [1.6106730699539185], [1.4908990859985352], [1.5561408996582031], [1.2231379747390747], [1.1986618041992188], [1.3753623962402344], [1.4897704124450684], [1.4006959199905396], [1.1429001092910767], [1.5400867462158203], [1.6216868162155151], [1.6626276969909668], [1.0561466217041016], [1.6412458419799805], [1.5923995971679688], [1.5651317834854126], [1.8358025550842285], [1.7789028882980347], [1.524229645729065], [1.1663317680358887], [1.2955026626586914], [1.318150520324707], [1.5259754657745361], [1.3649721145629883], [1.142903447151184], [1.1540310382843018], [1.1202952861785889], [1.2541899681091309], [1.1654499769210815], [1.2800378799438477], [1.3583619594573975], [1.3881075382232666], [1.2814326286315918], [1.3293704986572266], [1.2705062627792358], [1.7660213708877563], [1.1030330657958984], [1.3638073205947876], [1.5076265335083008], [1.343949794769287], [1.1421962976455688], [1.432707667350769], [1.5961706638336182], [1.1676772832870483], [1.3047817945480347], [1.1223905086517334], [1.2364153861999512], [1.233140468597412], [1.4752962589263916], [1.429774522781372], [1.8551158905029297], [1.403031349182129], [1.5741312503814697], [1.5237092971801758], [1.1626064777374268], [1.6169267892837524], [1.5117298364639282], [0.9517725706100464], [1.0293251276016235], [1.6249909400939941], [1.3357393741607666], [1.3141082525253296], [1.6163047552108765], [1.3041439056396484], [1.5621206760406494], [1.5399107933044434], [1.6694117784500122], [1.3824318647384644], [1.3124806880950928], [1.18679940700531], [1.376910924911499], [1.1827762126922607], [1.441251516342163], [0.988850474357605], [1.6006349325180054], [1.3627394437789917], [1.4221171140670776], [1.1830315589904785], [1.3822126388549805], [1.349541425704956], [1.3809630870819092], [1.4455008506774902], [1.239009976387024], [1.5257588624954224], [1.5150620937347412], [1.2498570680618286], [1.3463306427001953], [1.4567081928253174], [1.3757463693618774], [1.5522375106811523], [1.4614311456680298], [1.0609233379364014], [1.7226921319961548], [1.2646355628967285], [1.452417016029358], [1.434992790222168], [1.2476072311401367], [1.1750588417053223], [1.6846908330917358], [1.5579330921173096], [1.5861303806304932], [1.2720799446105957], [1.6297132968902588], [1.8025877475738525], [1.238646388053894], [1.4530842304229736], [1.180177927017212], [1.219649076461792], [1.529353380203247], [1.5431602001190186], [1.2776325941085815], [1.393343210220337], [1.1421401500701904], [1.3154388666152954], [1.4297540187835693], [1.398533821105957], [1.2017844915390015], [1.227207899093628], [1.2661314010620117], [1.469106912612915], [1.576429843902588], [1.3905069828033447], [1.1407321691513062], [1.2257733345031738], [1.2217262983322144], [1.5871427059173584], [1.4868059158325195], [1.4668875932693481], [1.1265617609024048], [1.47206711769104], [1.0963290929794312], [1.1377842426300049], [1.247434139251709], [1.3693926334381104], [1.3644579648971558], [1.3077973127365112], [1.3476648330688477], [1.4337453842163086], [1.0285282135009766], [1.520766019821167], [1.3207392692565918], [1.2210208177566528], [1.5364304780960083], [1.575973391532898], [1.5169179439544678], [1.2185513973236084], [1.247248888015747], [1.496239185333252], [1.331157922744751], [1.2993518114089966], [1.477086067199707], [1.2882354259490967], [1.2110583782196045], [1.4770244359970093], [1.3540802001953125], [1.5788183212280273], [1.529890537261963], [1.1403167247772217], [1.2897510528564453], [1.3733471632003784], [1.373475432395935], [1.3176231384277344], [1.3200478553771973], [1.306469440460205], [0.8612605333328247], [1.4115138053894043], [1.5336050987243652], [1.2863337993621826], [1.3263204097747803], [1.7304432392120361], [1.4195307493209839], [1.5691986083984375], [1.1484280824661255], [1.7108845710754395], [1.4257211685180664], [1.1602754592895508], [1.2221916913986206], [1.228273630142212], [1.6188011169433594], [1.553766131401062], [1.584604024887085], [1.4811477661132812], [1.243886947631836], [1.513577938079834], [0.9509814381599426], [1.2949140071868896], [1.1686116456985474], [1.4850132465362549], [1.5917775630950928], [1.534267544746399], [1.3972649574279785], [1.3133538961410522], [1.0632715225219727], [1.255506992340088], [1.196173071861267], [1.2997151613235474], [1.57706880569458], [1.2749966382980347], [1.0883994102478027], [1.575681447982788], [1.2639992237091064], [1.217071771621704], [1.0334751605987549], [1.0242738723754883], [1.4527353048324585], [1.4696681499481201], [1.4021486043930054], [1.2683141231536865], [1.4330902099609375], [1.3537992238998413], [1.2178072929382324], [1.2216691970825195], [1.1670324802398682], [1.4558353424072266], [1.2880849838256836], [1.4224604368209839], [1.4230058193206787], [1.221780776977539], [1.5021605491638184], [1.157672643661499], [1.290592908859253], [1.2423723936080933], [1.2644497156143188], [1.266089677810669], [1.0247145891189575], [1.5264500379562378], [1.56219482421875], [1.135763168334961], [1.2396072149276733], [1.2898004055023193], [1.732487678527832], [1.0666016340255737], [1.7169036865234375], [1.6391733884811401], [1.367775559425354], [1.7267576456069946], [1.5894840955734253], [1.1394003629684448], [1.3287992477416992], [1.2552582025527954], [1.5354578495025635], [1.1760408878326416], [1.3081960678100586], [1.4879789352416992], [1.4144248962402344], [1.329800009727478], [1.1401646137237549], [1.2216522693634033], [1.2374826669692993], [1.2361599206924438], [1.5065715312957764], [1.5114154815673828], [1.5357829332351685], [1.2314238548278809], [1.2798752784729004], [1.3118451833724976], [1.2296273708343506], [1.453568696975708], [1.5280733108520508], [1.5914567708969116], [1.353564977645874], [1.1834709644317627], [1.68964421749115], [1.4094613790512085], [1.31550931930542], [1.3905963897705078], [1.819981575012207], [1.3843379020690918], [1.2908962965011597], [1.4635214805603027], [1.2295712232589722], [1.5383552312850952], [1.4861587285995483], [1.513330101966858], [1.180850625038147], [1.2473129034042358], [1.3266205787658691], [1.4257898330688477], [1.266871690750122], [1.4240632057189941], [1.3562393188476562], [1.4325591325759888], [1.2238062620162964], [1.454844355583191], [1.4372494220733643], [1.2440781593322754], [1.1300146579742432], [1.4355756044387817], [1.3362598419189453], [1.444557547569275], [1.3027321100234985], [1.402694582939148], [1.2309837341308594], [1.2921079397201538], [1.6605356931686401], [1.4509413242340088], [1.3758858442306519], [1.1317570209503174], [1.3056907653808594], [1.4237366914749146], [1.2427055835723877], [1.156285047531128], [1.1641592979431152], [1.6367253065109253], [1.6038601398468018], [1.319941759109497], [1.482005000114441], [1.4494776725769043], [1.369751214981079], [1.049560308456421], [1.2465150356292725], [1.3921692371368408], [1.2239328622817993], [1.3008275032043457], [1.6328444480895996], [1.2188488245010376], [1.2915408611297607], [1.138108491897583], [1.6400060653686523], [0.9736872315406799], [1.1020324230194092], [1.3289586305618286], [1.4349063634872437], [1.2884231805801392], [1.2842872142791748], [1.1460633277893066], [1.4468317031860352], [1.2867060899734497], [1.1962440013885498], [1.3280987739562988], [1.385361909866333], [1.487548828125], [1.2851895093917847], [1.1730096340179443], [1.3347148895263672], [1.5195344686508179], [1.2290689945220947], [1.2118910551071167], [1.469098687171936], [1.2046895027160645], [1.246530532836914], [1.3856256008148193], [1.3306785821914673], [1.3417261838912964], [1.656830072402954], [1.4723318815231323], [1.1978862285614014], [1.337307333946228], [1.4989044666290283], [1.0417426824569702], [0.961108922958374], [1.405617356300354], [1.3022217750549316], [1.2017028331756592], [1.1485650539398193], [1.2097315788269043], [1.435680627822876], [1.2736070156097412], [1.2731106281280518], [1.28891921043396], [1.1518964767456055], [1.3980900049209595], [1.3494737148284912], [1.1754472255706787], [1.2705581188201904], [1.1861449480056763], [1.3859151601791382], [1.2721846103668213], [1.6055816411972046], [1.6246877908706665], [1.4946062564849854], [1.4985435009002686], [1.4922938346862793], [1.4309951066970825], [1.6281615495681763], [1.3808581829071045], [1.274782657623291], [1.2860018014907837], [1.5937962532043457], [1.6628690958023071], [1.5102274417877197], [1.4061753749847412], [1.1285881996154785], [1.5727511644363403], [1.365693211555481], [1.240234136581421], [1.3243569135665894], [1.1117815971374512], [1.5064150094985962], [1.3938097953796387], [1.4880375862121582], [1.1035869121551514], [1.5167579650878906], [1.1891930103302002], [1.421631097793579], [1.243981122970581], [1.716420292854309], [1.3523445129394531], [1.4120042324066162], [1.148971676826477], [1.6006706953048706], [1.367964267730713], [1.1921085119247437], [1.7164294719696045], [1.2385592460632324], [1.2694625854492188], [1.1960182189941406], [1.1687675714492798], [1.7058219909667969], [1.5221067667007446], [1.3987479209899902], [1.498562216758728], [1.3991479873657227], [1.4527032375335693], [1.3844316005706787], [1.4275450706481934], [1.3396027088165283], [1.3130502700805664], [1.4374691247940063], [1.334062933921814], [1.190765619277954], [1.3899662494659424], [1.402382254600525], [1.3094325065612793], [1.2620201110839844], [1.2952914237976074], [1.246755599975586], [1.4229543209075928], [1.44308340549469], [1.1295868158340454], [1.2970449924468994], [1.3180193901062012], [1.255150318145752], [0.8372778296470642], [1.7414313554763794], [1.6526986360549927], [1.137833595275879], [1.4513578414916992], [1.4797571897506714], [1.4296648502349854], [1.0927654504776], [1.3915104866027832], [1.7378077507019043], [1.1262338161468506], [1.1124941110610962], [1.342776894569397], [1.6534332036972046], [1.558534860610962], [1.2347016334533691], [1.4850809574127197], [1.4039905071258545], [1.2525871992111206], [1.1761380434036255], [1.2179908752441406], [1.3618570566177368], [1.339411735534668], [1.2970285415649414], [1.5079469680786133], [1.5229153633117676], [0.9835402369499207], [1.2579243183135986], [1.5861821174621582], [1.2771096229553223], [1.4491996765136719], [1.282983422279358], [1.4600006341934204], [1.6212414503097534], [1.2520411014556885], [1.2005070447921753], [1.4331743717193604], [1.2975289821624756], [1.2788257598876953], [1.3973300457000732], [1.1718248128890991], [1.6244747638702393], [1.1369000673294067], [1.1965129375457764], [1.582022786140442], [1.2086546421051025], [1.4129372835159302], [1.477170705795288], [1.527840256690979], [0.9728608727455139], [1.3488616943359375], [1.430053949356079], [1.5164073705673218], [1.2210767269134521], [1.2590289115905762], [1.3097926378250122], [0.9969890713691711], [1.6151989698410034], [1.5849978923797607], [1.3226494789123535], [1.3022785186767578], [1.361234426498413], [1.6812877655029297], [1.3829432725906372], [1.3939205408096313], [1.3796913623809814], [1.318973183631897], [1.4365333318710327], [1.4804930686950684], [1.520620346069336], [1.2110350131988525], [1.419553518295288], [1.21065092086792], [1.5471357107162476], [1.4028736352920532], [1.0118764638900757], [1.1256790161132812], [1.5769448280334473], [1.5606528520584106], [1.197912335395813], [1.0615222454071045], [1.0732142925262451], [1.3730076551437378], [1.4386651515960693], [1.1867178678512573], [1.3923813104629517], [1.5948529243469238], [1.6235425472259521], [1.3555967807769775], [1.3348112106323242], [1.6888452768325806], [1.4851752519607544], [1.3186203241348267], [1.1038264036178589], [1.4691123962402344], [1.2102956771850586], [1.169399619102478], [1.1234776973724365], [1.432578206062317], [1.3475432395935059], [1.2663722038269043], [1.3217551708221436], [1.3615069389343262], [1.2445623874664307], [1.209484577178955], [1.1890041828155518], [1.0659148693084717], [1.2953336238861084], [1.3403923511505127], [1.0893442630767822], [1.0728111267089844], [1.3433313369750977], [1.230506420135498], [1.4229323863983154], [1.2929338216781616], [1.3251172304153442], [1.2793313264846802], [1.254250168800354], [1.222252607345581], [1.4211337566375732], [1.4341058731079102], [1.842634916305542], [1.558064579963684], [1.3580896854400635], [1.3865910768508911], [1.037343144416809], [1.3475738763809204], [1.6060442924499512], [1.480095386505127], [1.1049549579620361], [1.3600618839263916], [1.4421547651290894], [1.2098554372787476], [1.3373377323150635], [1.1941088438034058], [1.3213459253311157], [1.2450848817825317], [1.1399964094161987], [1.4156543016433716], [1.151484727859497], [1.258116602897644], [1.7338759899139404], [1.4530327320098877], [1.2145588397979736], [1.3776787519454956], [1.665103554725647], [1.702358365058899], [1.295968770980835], [1.3950178623199463], [1.2900398969650269], [1.4079055786132812], [1.34014093875885], [0.8307405114173889], [1.5130224227905273], [1.326524257659912], [1.521923542022705], [1.3247345685958862], [1.5246692895889282], [1.2289514541625977], [1.2403488159179688], [1.4747931957244873], [1.3046821355819702], [1.3827579021453857], [1.1200857162475586], [1.3271400928497314], [1.2392785549163818], [1.6355338096618652], [1.5143847465515137], [1.230337142944336], [1.444347620010376], [1.2793046236038208], [1.4853904247283936], [1.21757173538208], [1.3935801982879639], [1.304216980934143], [1.1106730699539185], [1.4852830171585083], [1.192101001739502], [1.3104310035705566], [1.564356803894043], [1.0242071151733398], [1.2883989810943604], [1.291734218597412], [1.47750985622406], [1.502950668334961], [1.125862956047058], [1.2622952461242676], [1.3291912078857422], [1.2002100944519043], [1.301047444343567], [1.6533665657043457], [1.4421616792678833], [1.2715165615081787], [1.3637492656707764], [1.4453402757644653], [1.3597322702407837], [1.2954292297363281], [1.3481018543243408], [1.1818158626556396], [1.197075366973877], [1.5228344202041626], [1.3877395391464233], [1.8563305139541626], [1.3394577503204346], [1.3591954708099365], [1.2058364152908325], [1.647616982460022], [1.3495715856552124], [1.2067174911499023], [1.3315171003341675], [1.4008066654205322], [1.700190544128418], [1.5124071836471558], [1.4408026933670044], [1.234081506729126], [1.3612658977508545], [1.5385029315948486], [1.3077419996261597], [1.3909056186676025], [1.0214886665344238], [1.3474408388137817], [1.1678801774978638], [1.2179877758026123], [1.2677417993545532], [1.3485774993896484], [1.474092721939087], [1.3984713554382324], [1.2818615436553955], [1.006238579750061], [1.2760716676712036], [1.3465187549591064], [1.2950865030288696], [1.69293212890625], [1.311802864074707], [1.2733888626098633], [1.2954256534576416], [1.9209165573120117], [1.2559669017791748], [1.5023441314697266], [0.9970116019248962], [1.5524487495422363], [1.7661399841308594], [1.287085771560669], [1.4029673337936401], [1.2375612258911133], [1.4136450290679932], [1.3106746673583984], [1.0289456844329834], [1.738264799118042], [1.4274682998657227], [1.559178113937378], [1.3790981769561768], [1.2735549211502075], [1.4743863344192505], [1.2772033214569092], [1.7194221019744873], [1.291994571685791], [1.1869220733642578], [1.1828327178955078], [1.0233911275863647], [1.2854357957839966], [1.6547951698303223], [1.398987889289856], [1.3376240730285645], [1.3244812488555908], [1.0946332216262817], [1.6467151641845703], [1.0806794166564941], [1.0844452381134033], [1.569838285446167], [1.2145812511444092], [1.2418169975280762], [1.1685316562652588], [1.1897021532058716], [1.3381576538085938], [1.0100525617599487], [1.171948790550232], [1.413515329360962], [1.6357405185699463], [1.635698676109314], [1.1190847158432007], [1.2168614864349365], [1.5936640501022339], [1.325667142868042], [1.2542164325714111], [1.3995436429977417], [1.5805330276489258], [1.208184838294983], [1.3443005084991455], [1.081993818283081], [1.3651392459869385], [1.4088746309280396], [1.3504910469055176], [1.20789635181427], [1.1895750761032104], [1.3847267627716064], [1.517691969871521], [1.0894792079925537], [1.5961132049560547], [1.4481538534164429], [1.4618487358093262], [1.5010457038879395], [1.1586732864379883], [1.10160493850708], [1.2490317821502686], [1.778383493423462], [1.4889061450958252], [1.2361890077590942], [0.9641082286834717], [1.1757221221923828], [1.3215709924697876], [1.4459716081619263], [1.5511324405670166], [1.3922958374023438], [1.4340561628341675], [1.348787546157837], [1.4097871780395508], [1.3773037195205688], [1.226681113243103], [1.5027422904968262], [1.032306432723999], [1.2924786806106567], [1.0486692190170288], [1.2496967315673828], [1.4337985515594482], [1.512145757675171], [1.254589319229126], [1.4401684999465942], [1.11156165599823], [1.4278926849365234], [1.1258193254470825], [1.5259292125701904], [1.1243507862091064], [1.4707059860229492], [1.2906137704849243], [1.34918212890625], [0.9814954400062561], [1.4193294048309326], [1.1705342531204224], [1.5656750202178955], [1.1032907962799072], [1.3710949420928955], [1.3534404039382935], [1.4727145433425903], [1.254223346710205], [1.3031423091888428], [1.5690786838531494], [1.3334369659423828], [1.245660424232483], [1.4379773139953613], [1.3974378108978271], [1.613537073135376], [1.6064162254333496], [1.6025135517120361], [1.5574004650115967], [1.3682770729064941], [1.3395332098007202], [1.677354097366333], [1.2437517642974854], [1.32151198387146], [1.7004362344741821], [1.3555994033813477], [1.2105509042739868], [1.0185928344726562], [1.238777756690979], [1.4316847324371338], [1.4497530460357666], [1.0866849422454834], [1.4619083404541016], [1.2455353736877441], [1.1569641828536987], [1.259454369544983], [1.337620735168457], [0.9667211771011353], [1.6088874340057373], [1.659314751625061], [1.597500205039978], [1.3576304912567139], [1.5387710332870483], [1.257940411567688], [1.3496825695037842], [1.4059208631515503], [1.2024149894714355], [1.2019249200820923], [1.7175328731536865], [1.4856462478637695], [1.4455626010894775], [1.433601975440979], [1.2447900772094727], [1.6288410425186157], [1.373824119567871], [1.1971237659454346], [1.2913960218429565], [1.2978049516677856], [1.0355629920959473], [1.3593443632125854], [1.332761287689209], [1.5049198865890503], [1.5383882522583008], [1.105616807937622], [1.6457798480987549], [1.2120146751403809], [1.4692442417144775], [1.6707061529159546], [1.5396721363067627], [1.1410781145095825], [1.2245343923568726], [1.227650761604309], [1.3370848894119263], [1.4476553201675415], [1.3585851192474365], [1.3641769886016846], [1.2023892402648926], [1.0493810176849365], [1.2880988121032715], [1.4357795715332031], [1.4243419170379639], [1.1813371181488037], [1.452714204788208], [1.618912696838379], [1.0740872621536255], [1.185516595840454], [1.2005760669708252], [1.129072904586792], [1.1074397563934326], [1.0444645881652832], [1.6422784328460693], [1.3450475931167603], [1.1095112562179565], [1.246755599975586], [1.3800333738327026], [1.3873755931854248], [1.5767971277236938], [1.3875466585159302], [1.452945590019226], [1.3158674240112305], [1.125110149383545], [1.0705887079238892], [1.2392103672027588], [1.0995707511901855], [1.5981522798538208], [1.7131943702697754], [1.323264241218567], [1.367499589920044], [1.758924961090088], [1.4625499248504639], [1.175757884979248], [1.6633410453796387], [1.4178597927093506], [1.5738646984100342], [1.2405844926834106], [1.2450706958770752], [1.3424036502838135], [1.4121965169906616], [1.4320086240768433], [1.4359362125396729], [1.5778636932373047], [1.2671387195587158], [1.3661012649536133], [1.5345392227172852], [1.046095609664917], [1.5259153842926025], [1.3499693870544434], [1.5192461013793945], [1.3077759742736816], [1.2635631561279297], [1.7145262956619263], [1.1222621202468872], [1.5414159297943115], [1.3593721389770508], [1.5725127458572388], [1.0886166095733643], [1.2958602905273438], [1.2120780944824219], [1.1196763515472412], [1.3459960222244263], [1.350610613822937], [1.6155858039855957], [1.2135035991668701], [1.3515557050704956], [0.989116370677948], [1.639512538909912], [1.5318249464035034], [1.3642860651016235], [1.2171597480773926], [1.026602029800415], [1.3229420185089111], [1.2645220756530762], [1.352414608001709], [1.4099760055541992], [1.4574501514434814], [1.3970839977264404], [1.808440923690796], [1.3520433902740479], [1.350461483001709], [1.2451419830322266], [1.3383234739303589], [1.2767701148986816], [1.2046433687210083], [1.2578622102737427], [1.2015419006347656], [1.3179552555084229], [1.5852713584899902], [1.3673943281173706], [1.3301090002059937], [1.3021979331970215], [1.5335094928741455], [1.5352133512496948], [1.513843297958374], [1.0427967309951782], [1.47742760181427], [1.336353063583374], [1.2539830207824707], [1.2558714151382446], [1.49873948097229], [1.2769722938537598], [1.4675990343093872], [1.5855613946914673], [1.0326592922210693], [1.324730396270752], [1.3126211166381836], [1.5032941102981567], [1.0634335279464722], [1.2033023834228516], [1.4775919914245605], [1.5442068576812744], [1.2029235363006592], [1.2242512702941895], [1.6890181303024292], [2.1655006408691406], [1.4718410968780518], [1.1224079132080078], [1.1681289672851562], [1.4617068767547607], [1.3373215198516846], [1.2797629833221436], [1.4735792875289917], [1.1594059467315674], [1.4191093444824219], [1.0401713848114014], [1.4793072938919067], [1.5661758184432983], [1.3866219520568848], [1.3427997827529907], [1.2525641918182373], [1.1699212789535522], [1.5430134534835815], [1.3944165706634521], [1.3611141443252563], [1.6722100973129272], [1.2562237977981567], [1.3773775100708008], [1.3832815885543823], [1.3348050117492676], [1.1215438842773438], [1.1754145622253418], [1.0954735279083252], [1.5957947969436646], [1.130730390548706], [1.1590497493743896], [1.1229548454284668], [1.4794429540634155], [1.4189077615737915], [1.2168999910354614], [1.3589669466018677], [0.9470615983009338], [1.3901112079620361], [1.4157668352127075], [1.3439223766326904], [1.3060144186019897], [1.380345344543457], [1.2360213994979858], [1.1479030847549438], [1.4680867195129395], [1.345712661743164], [1.6189460754394531], [1.406266212463379], [1.5574378967285156], [1.3854331970214844], [1.3023297786712646], [1.4686533212661743], [1.3636908531188965], [1.2348886728286743], [1.3055834770202637], [1.2418138980865479], [1.3281968832015991], [1.5496422052383423], [1.212643027305603], [1.1527878046035767], [1.2150719165802002], [1.4982603788375854], [1.2083604335784912], [1.232190489768982], [1.372037410736084], [1.4905636310577393], [1.7402535676956177], [1.164448618888855], [1.2492825984954834], [1.537940263748169], [1.2308518886566162], [1.5084710121154785], [1.711299180984497], [1.3447282314300537], [1.189183235168457], [1.5869454145431519], [1.1285067796707153], [1.1242899894714355], [1.168668270111084], [1.2018784284591675], [1.2370014190673828], [1.27573823928833], [1.3805065155029297], [1.32734215259552], [1.4312511682510376], [1.2094132900238037], [1.5410289764404297], [1.1817504167556763], [1.3509325981140137], [1.2027621269226074], [1.31369948387146], [1.2906501293182373], [1.3293628692626953], [1.1963036060333252], [1.245727300643921], [1.3693727254867554], [1.2728606462478638], [1.0933436155319214], [1.3961291313171387], [1.5938830375671387], [1.3112410306930542], [1.2783281803131104], [1.3247095346450806], [1.2724664211273193], [1.3320090770721436], [1.606825590133667], [1.1908197402954102], [1.267148494720459], [1.4885910749435425], [1.105344533920288], [1.6092495918273926], [1.2952970266342163], [1.5102040767669678], [1.2879067659378052], [1.2758954763412476], [1.0780948400497437], [1.3989808559417725], [1.6286985874176025], [1.2999327182769775], [1.259286642074585], [1.2404608726501465], [1.264890432357788], [1.3513574600219727], [1.0085605382919312], [1.3532531261444092], [1.3582282066345215], [1.0359054803848267], [1.430238962173462], [1.4965009689331055], [1.3653826713562012], [1.1007411479949951], [1.8197989463806152], [1.192718744277954], [1.2550294399261475], [1.6277438402175903], [1.5459322929382324], [1.2245140075683594], [1.2944918870925903], [1.6735937595367432], [1.2620465755462646], [1.258730411529541], [0.9883277416229248], [1.2766677141189575], [1.353295087814331], [1.3263185024261475], [1.110085129737854], [1.2068965435028076], [1.341665506362915], [1.797440767288208], [1.3350780010223389], [1.6351957321166992], [1.278139591217041], [1.2540805339813232], [1.4361567497253418], [1.227869987487793], [1.373511791229248], [1.2403590679168701], [1.2743666172027588], [1.1858253479003906], [1.4403531551361084], [1.257327675819397], [1.1698670387268066], [1.4371811151504517], [1.5134581327438354], [1.7849478721618652], [1.6024210453033447], [1.4298160076141357], [1.5210483074188232], [1.4518318176269531], [1.5503541231155396], [1.4910330772399902], [1.3400574922561646], [1.2031924724578857], [1.677309274673462], [1.500526785850525], [1.273746132850647], [1.0382980108261108], [1.2624722719192505], [1.6592791080474854], [1.6001781225204468], [1.3704228401184082], [1.4041690826416016], [1.4910857677459717], [1.4395663738250732], [1.429617166519165], [1.2445733547210693], [1.2858631610870361], [1.4209421873092651], [1.3264973163604736], [1.634566307067871], [1.3497167825698853], [1.1852420568466187], [1.0477772951126099], [1.279588222503662], [1.40338134765625], [1.489732265472412], [1.6070208549499512], [1.1250157356262207], [1.3200666904449463], [1.3230125904083252], [1.2286262512207031], [1.8366973400115967], [0.9925699234008789], [1.522812843322754], [1.470980167388916], [1.4512327909469604], [1.3137904405593872], [1.0513758659362793], [1.2770934104919434], [1.7215666770935059], [1.4823886156082153], [1.1323970556259155], [1.2676315307617188], [1.5332555770874023], [1.1879335641860962], [1.641202449798584], [1.5249202251434326], [1.0587961673736572], [1.435410737991333], [1.6638636589050293], [1.1661818027496338], [1.190277099609375], [1.0299770832061768], [1.0066680908203125], [1.429840326309204], [1.1632936000823975], [1.2345952987670898], [1.2007367610931396], [1.3082423210144043], [1.1343910694122314], [1.2680253982543945], [1.4738247394561768], [1.4904390573501587], [1.3359503746032715], [1.213959813117981], [1.1282767057418823], [0.9807230830192566], [1.4256802797317505], [1.3223602771759033], [1.2696436643600464], [1.3757292032241821], [1.379477858543396], [1.6304682493209839], [1.1531145572662354], [1.5003529787063599], [1.1313854455947876], [1.2982087135314941], [1.1625819206237793], [1.1510815620422363], [1.255540132522583], [1.1643571853637695], [1.2183223962783813], [1.047608733177185], [1.3873193264007568], [1.4912985563278198], [1.258244514465332], [1.4118760824203491], [1.1744005680084229], [1.6075341701507568], [1.4297478199005127], [1.4224896430969238], [1.5540040731430054], [1.8335132598876953], [1.3349913358688354], [1.4236204624176025], [1.4249221086502075], [1.3295153379440308], [1.5299959182739258], [1.2656503915786743], [1.2351775169372559], [1.3587706089019775], [1.0775076150894165], [1.4334874153137207], [1.3758442401885986], [1.2391891479492188], [1.3516801595687866], [1.2376117706298828], [1.1462311744689941], [1.8229528665542603], [1.1791476011276245], [1.007794737815857], [1.3146605491638184], [1.1309529542922974], [1.5642035007476807], [1.5257399082183838], [1.4446567296981812], [1.361987590789795], [1.1639665365219116], [1.6709898710250854], [1.5516173839569092], [1.2743548154830933], [1.6614785194396973], [1.3617124557495117], [1.195321798324585], [1.2966333627700806], [1.3776578903198242], [1.3802356719970703], [1.1797914505004883], [1.4875938892364502], [1.3444713354110718], [1.187739372253418], [1.000569224357605], [1.620378851890564], [1.3293051719665527], [1.7535878419876099], [1.4004600048065186], [1.5499855279922485], [1.2625223398208618], [1.1574931144714355], [1.0582045316696167], [1.3435335159301758], [1.237635612487793], [1.6822443008422852], [1.6831986904144287], [1.2875741720199585], [1.0974493026733398], [1.632137656211853], [1.1653920412063599], [1.463294267654419], [1.2795014381408691], [1.2203295230865479], [1.4777095317840576], [1.3755040168762207], [1.2435322999954224], [1.455726981163025], [1.2368208169937134], [1.2162374258041382], [1.0323245525360107], [1.370298147201538], [1.462915301322937], [1.435575008392334], [1.3626734018325806], [1.5773717164993286], [1.4621564149856567], [1.2493749856948853], [1.121366024017334], [1.3338088989257812], [1.3086060285568237], [1.2467007637023926], [1.3750050067901611], [1.291944980621338], [1.3228411674499512], [1.5218379497528076], [1.1190935373306274], [1.30821692943573], [1.0240753889083862], [1.3069406747817993], [1.6567503213882446], [1.1705739498138428], [1.381809115409851], [1.2453352212905884], [1.6541426181793213], [1.066442847251892], [1.1206032037734985], [1.437948226928711], [1.4603631496429443], [1.6103023290634155], [1.3447556495666504], [1.7197246551513672], [1.667673110961914], [1.6561729907989502], [1.4518367052078247], [1.31033194065094], [1.4454131126403809], [1.3033952713012695], [1.568774938583374], [1.2998437881469727], [1.5509068965911865], [1.398026943206787], [1.3453962802886963], [1.5985897779464722], [1.3648252487182617], [1.5907459259033203], [1.4874603748321533], [1.5399627685546875], [1.2403531074523926], [1.297202467918396], [1.321597933769226], [1.3969199657440186], [1.456261396408081], [1.0219600200653076], [1.278927206993103], [1.3260467052459717], [1.480499505996704], [1.1917486190795898], [1.7081650495529175], [1.74330735206604], [1.189728021621704], [1.305945873260498], [1.1880658864974976], [1.5004754066467285], [1.6770036220550537], [1.338221549987793], [1.1088557243347168], [1.2424371242523193], [1.7463321685791016], [1.1825981140136719], [1.428886890411377], [1.3310681581497192], [1.3056062459945679], [1.7406903505325317], [1.6144071817398071], [1.3373134136199951], [1.7217665910720825], [1.8553425073623657], [1.2090048789978027], [1.332013726234436], [1.2758702039718628], [1.0339161157608032], [1.3620107173919678], [1.3702998161315918], [1.4746160507202148], [1.718888282775879], [1.6185545921325684], [1.3017736673355103], [1.1982550621032715], [1.5017495155334473], [1.1951420307159424], [1.4595633745193481], [1.2921377420425415], [1.5443006753921509], [1.206365942955017], [1.4305821657180786], [1.5100154876708984], [1.399832844734192], [1.3950448036193848], [1.136476993560791], [1.160652756690979], [1.4181602001190186], [1.0894274711608887], [1.149778127670288], [1.5935641527175903], [1.014534592628479], [1.3015265464782715], [1.1408531665802002], [1.1588060855865479], [1.4795567989349365], [1.5636345148086548], [1.452781081199646], [1.4550366401672363], [1.234427571296692], [1.3015010356903076], [1.4994758367538452], [1.4035511016845703], [1.257192850112915], [0.713432252407074], [1.6632444858551025], [1.3487681150436401], [1.4776321649551392], [1.3771934509277344], [1.3303905725479126], [1.6510531902313232], [1.0839297771453857], [1.128873348236084], [1.5798020362854004], [1.206304907798767], [1.6529523134231567], [1.2764101028442383], [1.2347371578216553], [1.1495381593704224], [1.3952865600585938], [1.204075813293457], [1.5920031070709229], [1.2422950267791748], [1.578209638595581], [1.6470143795013428], [1.2655372619628906], [1.4358713626861572], [1.3568552732467651], [1.491308569908142], [1.161623239517212], [1.2927433252334595], [1.612086534500122], [1.174558401107788], [1.3084394931793213], [1.5603421926498413], [1.3015670776367188], [1.4518057107925415], [1.532496452331543], [1.5893893241882324], [1.4700920581817627], [1.1780601739883423], [1.3216884136199951], [1.5916671752929688], [1.3012075424194336], [1.423187255859375], [1.2904548645019531], [1.1664677858352661], [1.0580883026123047], [1.6987855434417725], [1.4195044040679932], [1.4822449684143066], [1.166548728942871], [1.2348333597183228], [1.233405351638794], [1.2722939252853394], [1.4661576747894287], [1.436913013458252], [1.2810672521591187], [1.2363483905792236], [1.0837581157684326], [1.2112879753112793], [1.2965011596679688], [1.5277516841888428], [1.4828026294708252], [0.9583754539489746], [1.3410011529922485], [1.7104336023330688], [1.4166724681854248], [1.5374181270599365], [1.250598669052124], [1.2533838748931885], [1.2813847064971924], [0.9994696974754333], [1.4658361673355103], [1.5499825477600098], [1.5697193145751953], [1.349196434020996], [1.6733602285385132], [1.8169058561325073], [1.256120204925537], [1.1453052759170532], [1.3125039339065552], [1.2732610702514648], [1.3086698055267334], [1.376208782196045], [1.336135745048523], [1.4919707775115967], [1.239256739616394], [1.0314346551895142], [1.292803168296814], [1.694193959236145], [1.0667365789413452], [1.247767686843872], [1.4057775735855103], [1.2858387231826782], [1.8315972089767456], [1.4027175903320312], [1.2901536226272583], [1.2229418754577637], [1.2160108089447021], [1.3050727844238281], [1.3156393766403198], [1.2223660945892334], [1.3172039985656738], [1.0413827896118164], [1.5142043828964233], [1.2585361003875732], [1.398276686668396], [1.5993874073028564], [1.643128514289856], [1.368971347808838], [1.1134252548217773], [1.1475756168365479], [1.3449934720993042], [1.4135862588882446], [1.357236623764038], [1.6429250240325928], [1.5430136919021606], [1.3329930305480957], [1.2369153499603271], [1.549069881439209], [1.2214573621749878], [1.3660709857940674], [1.509021520614624], [1.2577314376831055], [1.3474663496017456], [1.219862699508667], [1.3114573955535889], [1.1371421813964844], [1.3154869079589844], [1.111370325088501], [1.4754973649978638], [1.4099602699279785], [1.3942604064941406], [1.7746946811676025], [1.2851765155792236], [1.3425413370132446], [1.1850099563598633], [1.4069441556930542], [1.6819252967834473], [1.525227427482605], [1.4227865934371948], [1.2296996116638184], [1.4415792226791382], [1.2728071212768555], [1.4166247844696045], [1.3460081815719604], [1.4963469505310059], [1.2480738162994385], [1.2639124393463135], [1.5021072626113892], [1.2715015411376953], [1.4163908958435059], [1.295876145362854], [1.6816130876541138], [1.1506361961364746], [1.081729769706726], [1.3000516891479492], [1.5259974002838135], [1.5471659898757935], [1.161026954650879], [1.3606536388397217], [1.4841517210006714], [1.2965507507324219], [1.063557505607605], [1.0754806995391846], [1.6282901763916016], [1.337091326713562], [1.34859037399292], [1.329167127609253], [1.1121976375579834], [1.2967565059661865], [1.1706435680389404], [1.2643067836761475], [0.8348065614700317], [1.2534326314926147], [1.3046941757202148], [1.3564025163650513], [1.3362841606140137], [1.2942116260528564], [1.2514002323150635], [1.2925338745117188], [1.542986512184143], [1.2543846368789673], [1.3532252311706543], [1.616438865661621], [1.3936048746109009], [1.400526523590088], [1.4360837936401367], [1.2922697067260742], [1.4420080184936523], [1.2747623920440674], [1.3785202503204346], [1.5080525875091553], [1.0573617219924927], [1.2784440517425537], [1.5009193420410156], [1.1425766944885254], [1.2851802110671997], [1.157879114151001], [1.2469778060913086], [1.0907108783721924], [0.9218863844871521], [1.4973440170288086], [1.7003817558288574], [1.2193678617477417], [1.1999881267547607], [1.1222164630889893], [1.4829953908920288], [1.4177461862564087], [1.1810991764068604], [1.2815923690795898], [1.2634079456329346], [1.2996402978897095], [1.2639873027801514], [1.2869371175765991], [1.178627848625183], [1.4085819721221924], [1.1321841478347778], [1.1737817525863647], [1.355912446975708], [1.645550012588501], [1.2843142747879028], [1.4920654296875], [1.3537521362304688], [1.5291284322738647], [1.1012691259384155], [1.2944315671920776], [1.3153467178344727], [1.5718770027160645], [1.361955165863037], [1.1289013624191284], [1.0892009735107422], [1.6725374460220337], [1.1641554832458496], [1.268553614616394], [1.166823148727417], [1.4545178413391113], [1.6425466537475586], [1.3640844821929932], [1.43758225440979], [1.1265100240707397], [1.3129677772521973], [1.105973482131958], [1.099802017211914], [1.6218608617782593], [1.4280238151550293], [1.2780306339263916], [1.0687679052352905], [1.459349274635315], [1.3105802536010742], [1.4846374988555908], [1.4616689682006836], [1.3363978862762451], [1.459645390510559], [1.126402497291565], [1.4426729679107666], [1.217900037765503], [1.5476734638214111], [1.2902274131774902], [1.2498321533203125], [1.2284460067749023], [1.2310636043548584], [1.6189833879470825], [1.6529675722122192], [1.322847604751587], [1.5521857738494873], [1.1745178699493408], [1.5342519283294678], [1.3217631578445435], [1.2846447229385376], [1.4909300804138184], [1.2736823558807373], [1.122239112854004], [1.268201470375061], [1.1763070821762085], [1.1218904256820679], [1.5561140775680542], [1.1071784496307373], [1.2180509567260742], [1.428330421447754], [1.663668155670166], [1.2666500806808472], [1.3608161211013794], [1.2431910037994385], [1.2149314880371094], [1.5631089210510254], [1.2482082843780518], [1.5331027507781982], [1.3654597997665405], [1.6866347789764404], [1.1627116203308105], [1.6707770824432373], [1.2181017398834229], [1.245190143585205], [1.320588231086731], [1.1482539176940918], [1.7752153873443604], [1.626619577407837], [1.482250452041626], [1.3081145286560059], [1.5161339044570923], [1.5505094528198242], [1.1457761526107788], [1.0281095504760742], [1.2594337463378906], [1.3585736751556396], [1.2302170991897583], [1.6685786247253418], [1.3048324584960938], [0.9066759943962097], [1.2386717796325684], [1.4232232570648193], [1.5507948398590088], [1.532888650894165], [1.1710734367370605], [1.0760469436645508], [1.0706661939620972], [1.3079133033752441], [1.576846718788147], [1.3711577653884888], [1.6350133419036865], [1.3841140270233154], [1.7558562755584717], [1.4649863243103027], [1.455444574356079], [1.4139494895935059], [1.1789065599441528], [1.3866558074951172], [1.3563709259033203], [1.4943556785583496], [1.3464089632034302], [1.843387484550476], [1.5507080554962158], [1.5273923873901367], [1.508432149887085], [1.4002602100372314], [1.145629644393921], [1.5258088111877441], [1.3920856714248657], [1.5973989963531494], [1.3265599012374878], [1.2427937984466553], [1.4015305042266846], [1.5080430507659912], [1.24539053440094], [1.1592813730239868], [1.256394624710083], [1.2071516513824463], [1.2969951629638672], [1.29364013671875], [1.345320224761963], [1.6623992919921875], [1.2181522846221924], [1.464029312133789], [1.1628761291503906], [1.1126222610473633], [1.6090710163116455], [1.417645812034607], [1.738379955291748], [1.288993000984192], [1.1377019882202148], [1.2789170742034912], [1.5600183010101318], [1.3153218030929565], [1.41623854637146], [1.8306944370269775], [1.5084710121154785], [1.3261200189590454], [1.2008191347122192], [1.0542675256729126], [1.1190578937530518], [1.4336501359939575], [1.3222730159759521], [1.6339441537857056], [1.2055859565734863], [1.3082529306411743], [1.4028500318527222], [1.2909886837005615], [1.2350109815597534], [1.5248417854309082], [1.5579639673233032], [1.239776372909546], [1.140933871269226], [1.4017480611801147], [1.5689496994018555], [1.548536777496338], [1.427157998085022], [1.228240966796875], [1.2273844480514526], [0.9793267846107483], [1.2500590085983276], [1.3813636302947998], [1.0973552465438843], [1.3116893768310547], [1.7002298831939697], [1.374445915222168], [1.2835359573364258], [1.2994531393051147], [1.0869354009628296], [1.3446335792541504], [1.2795429229736328], [1.5303380489349365], [1.2698795795440674], [1.566886305809021], [0.9965744614601135], [1.2505192756652832], [1.2861027717590332], [1.4068502187728882], [1.4791533946990967], [1.3423123359680176], [1.323577642440796], [1.232102870941162], [1.3986399173736572], [1.3072700500488281], [1.434978723526001], [1.5319039821624756], [1.2767491340637207], [1.4345985651016235], [1.254415512084961], [1.368457555770874], [1.3435969352722168], [1.3055540323257446], [1.4906702041625977], [1.4783971309661865], [1.5159502029418945], [1.3230364322662354], [1.3866955041885376], [1.4141972064971924], [1.5330233573913574], [1.3446294069290161], [1.413991928100586], [1.15241539478302], [1.2354414463043213], [1.288236141204834], [1.3440322875976562], [1.2129242420196533], [1.5520343780517578], [1.442765712738037], [1.3018605709075928], [1.0568395853042603], [1.3375524282455444], [1.5005342960357666], [1.2844979763031006], [1.390467643737793], [1.3578135967254639], [1.4006428718566895], [1.279684066772461], [1.262228012084961], [1.0736260414123535], [1.2715266942977905], [0.9953587651252747], [1.29080331325531], [1.6089441776275635], [1.6076109409332275], [1.4398465156555176], [1.1754565238952637]]
Started at: 13:09:15
({'_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'}, {})