Upload model

epoch=56-f1_binary=0.97147.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:344cd34cc969580e3060c6e86d1a811ff8845ef9da830e738b9d08191b534f01
+size 18284736

epoch=61-f1_binary=0.97141.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f10156579cc94e469bf0a572f242291de32ad3d7e8d2a883c10d20d866390693
+size 18284736

epoch=64-f1_binary=0.97124.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e52840b5e5b159cad64ca11fc724850cee5719d7b20f50bc83d6c91f0497dcfd
+size 18284736

epoch=67-f1_binary=0.97185.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99c771d931cd3df134e39e643762299e5e2f571d12616b7b5ae0de07a71142f8
+size 18284736

epoch=77-f1_binary=0.97459.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff58780dd3a59d87449a2c9ace511a28ece869624bbe5198bf58be1e2cf1c84b
+size 18284736

sequence_simple_810_95_last.ckpt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aa6086b82f907c389fd484d079278d859c9b3589d764172e710fd7a25c011e6a
-size 18334464
+oid sha256:888f953a685b147a976837744881f0ac78a157c00ea7b3c4b81fb3e31ae165d8
+size 18285312

sequence_simple_810_95_metrics.csv

@@ -1,223 +1,221 @@
-epoch,f1_multi,step,train_loss_epoch,train_loss_step
-0,0.0424929521977901,10,,
-0,,10,2.0360264778137207,
-1,0.0425005257129669,21,,
-1,,21,2.01823353767395,
-2,0.0424505360424518,32,,
-2,,32,2.0182924270629883,
-3,0.0424506552517414,43,,
-3,,43,2.019045352935791,
-4,,49,,2.018422842025757
-4,0.0424711853265762,54,,
-4,,54,2.019766569137573,
-5,0.0424829497933387,65,,
-5,,65,2.018476724624634,
-6,0.0424398519098758,76,,
-6,,76,2.019833564758301,
-7,0.0424945056438446,87,,
-7,,87,2.017068386077881,
-8,0.0424905344843864,98,,
-8,,98,2.0193724632263184,
-9,,99,,2.012709617614746
-9,0.0424972958862781,109,,
-9,,109,2.0188088417053223,
-10,0.0424966663122177,120,,
-10,,120,2.0187153816223145,
-11,0.0424944274127483,131,,
-11,,131,2.0196609497070312,
-12,0.042439017444849,142,,
-12,,142,2.019039869308472,
-13,,149,,1.9888269901275637
-13,0.0424763858318328,153,,
-13,,153,2.018956422805786,
-14,0.0424744300544261,164,,
-14,,164,2.017980098724365,
-15,0.0424998998641967,175,,
-15,,175,2.018188953399658,
-16,0.0424940064549446,186,,
-16,,186,2.0191261768341064,
-17,0.0424976497888565,197,,
-17,,197,2.0181570053100586,
-18,,199,,2.040107250213623
-18,0.042453795671463,208,,
-18,,208,2.0164308547973637,
-19,0.0424738675355911,219,,
-19,,219,2.016138792037964,
-20,0.0424742884933948,230,,
-20,,230,2.0134880542755127,
-21,0.0424874126911163,241,,
-21,,241,2.012537717819214,
-22,,249,,2.0026674270629883
-22,0.0424626357853412,252,,
-22,,252,2.0107996463775635,
-23,0.0424702204763889,263,,
-23,,263,2.006166696548462,
-24,0.0424673818051815,274,,
-24,,274,2.000177383422852,
-25,0.0424981489777565,285,,
-25,,285,1.9837136268615725,
-26,0.0898922458291053,296,,
-26,,296,1.968782663345337,
-27,,299,,1.955978751182556
-27,0.1116723716259002,307,,
-27,,307,1.9574222564697263,
-28,0.0889837443828582,318,,
-28,,318,1.9500668048858645,
-29,0.0951662957668304,329,,
-29,,329,1.9426215887069704,
-30,0.0993776991963386,340,,
-30,,340,1.9359267950057983,
-31,,349,,1.952198028564453
-31,0.0956325232982635,351,,
-31,,351,1.9307994842529297,
-32,0.0961229354143142,362,,
-32,,362,1.9282697439193728,
-33,0.1232758983969688,373,,
-33,,373,1.929747223854065,
-34,0.1185561865568161,384,,
-34,,384,1.9239728450775144,
-35,0.1187857687473297,395,,
-35,,395,1.916353702545166,
-36,,399,,1.900889039039612
-36,0.1640030592679977,406,,
-36,,406,1.9162781238555908,
-37,0.1618272215127945,417,,
-37,,417,1.913290023803711,
-38,0.144211009144783,428,,
-38,,428,1.9028254747390747,
-39,0.1584218293428421,439,,
-39,,439,1.9036221504211424,
-40,,449,,1.8870538473129272
-40,0.170120358467102,450,,
-40,,450,1.8970781564712524,
-41,0.1893793493509292,461,,
-41,,461,1.890339016914368,
-42,0.1824191808700561,472,,
-42,,472,1.881305813789368,
-43,0.2051296532154083,483,,
-43,,483,1.8777014017105105,
-44,0.2062751799821853,494,,
-44,,494,1.873992085456848,
-45,,499,,1.85542094707489
-45,0.2201772481203079,505,,
-45,,505,1.876147985458374,
-46,0.2337513715028762,516,,
-46,,516,1.8640000820159912,
-47,0.2323182374238968,527,,
-47,,527,1.85653817653656,
-48,0.2353735566139221,538,,
-48,,538,1.86640465259552,
-49,,549,,1.8345181941986084
-49,0.2389030009508133,549,,
-49,,549,1.8575568199157717,
-50,0.2416289001703262,560,,
-50,,560,1.8338302373886108,
-51,0.252580463886261,571,,
-51,,571,1.8281285762786863,
-52,0.246894285082817,582,,
-52,,582,1.827004075050354,
-53,0.2432938367128372,593,,
-53,,593,1.8216506242752075,
-54,,599,,1.820914626121521
-54,0.2405319064855575,604,,
-54,,604,1.812278628349304,
-55,0.263505071401596,615,,
-55,,615,1.8052082061767576,
-56,0.2681756913661957,626,,
-56,,626,1.802748799324036,
-57,0.2677598893642425,637,,
-57,,637,1.7948142290115356,
-58,0.270573616027832,648,,
-58,,648,1.7944159507751465,
-59,,649,,1.806053876876831
-59,0.2699631452560425,659,,
-59,,659,1.7937253713607788,
-60,0.2695928514003753,670,,
-60,,670,1.7910856008529663,
-61,0.2726933360099792,681,,
-61,,681,1.7899835109710691,
-62,0.2727783918380737,692,,
-62,,692,1.7893160581588743,
-63,,699,,1.763313889503479
-63,0.268306702375412,703,,
-63,,703,1.7882885932922363,
-64,0.2769230604171753,714,,
-64,,714,1.7894970178604126,
-65,0.2667131125926971,725,,
-65,,725,1.7865850925445557,
-66,0.2757374048233032,736,,
-66,,736,1.7845451831817627,
-67,0.2817533910274505,747,,
-67,,747,1.784248113632202,
-68,,749,,1.7969157695770264
-68,0.2697339355945587,758,,
-68,,758,1.7850950956344604,
-69,0.2852811515331268,769,,
-69,,769,1.7860472202301023,
-70,0.2907633185386657,780,,
-70,,780,1.7813291549682615,
-71,0.2687200307846069,791,,
-71,,791,1.7874832153320312,
-72,,799,,1.7938792705535889
-72,0.2729755640029907,802,,
-72,,802,1.7872977256774902,
-73,0.2648425698280334,813,,
-73,,813,1.804148554801941,
-74,0.2859812676906585,824,,
-74,,824,1.8164825439453125,
-75,0.2908127605915069,835,,
-75,,835,1.8173385858535769,
-76,0.2494124323129654,846,,
-76,,846,1.8132590055465696,
-77,,849,,1.846876859664917
-77,0.2553978860378265,857,,
-77,,857,1.845608472824097,
-78,0.2032237201929092,868,,
-78,,868,1.8621275424957275,
-79,0.2893019914627075,879,,
-79,,879,1.8528929948806765,
-80,0.2886141240596771,890,,
-80,,890,1.8348324298858645,
-81,,899,,1.832668423652649
-81,0.2855430841445923,901,,
-81,,901,1.8323866128921509,
-82,0.3035459220409393,912,,
-82,,912,1.810034155845642,
-83,0.2709134221076965,923,,
-83,,923,1.826793074607849,
-84,0.2799853682518005,934,,
-84,,934,1.8276993036270144,
-85,0.2506408095359802,945,,
-85,,945,1.86445951461792,
-86,,949,,1.9541964530944824
-86,0.0719560831785202,956,,
-86,,956,1.9354093074798584,
-87,0.0424574390053749,967,,
-87,,967,2.0241472721099854,
-88,0.0424835048615932,978,,
-88,,978,2.018716096878052,
-89,0.0424930416047573,989,,
-89,,989,2.018322706222534,
-90,,999,,2.029123306274414
-90,0.0424664057791233,1000,,
-90,,1000,2.0200307369232178,
-91,0.0424961298704147,1011,,
-91,,1011,2.0185434818267822,
-92,0.0219173207879066,1022,,
-92,,1022,2.055184364318848,
-93,0.0425004810094833,1033,,
-93,,1033,2.058077335357666,
-94,0.0424586683511734,1044,,
-94,,1044,2.032485246658325,
-95,,1049,,2.0247395038604736
-95,0.0424991957843303,1055,,
-95,,1055,2.030324697494507,
-96,0.0424979515373706,1066,,
-96,,1066,2.0309245586395264,
-97,0.0424940064549446,1077,,
-97,,1077,2.028949737548828,
-98,0.0424185805022716,1088,,
-98,,1088,2.0313100814819336,
-99,,1099,,2.027801513671875
-99,0.0424764938652515,1099,,
-99,,1099,2.032698154449463,
+epoch,f1_binary,step,train_loss_epoch,train_loss_step
+0,0.7729768753051758,9,,
+0,,9,0.669898271560669,
+1,0.8556772470474243,19,,
+1,,19,0.6237495541572571,
+2,0.8596893548965454,29,,
+2,,29,0.5833232402801514,
+3,0.9119125008583068,39,,
+3,,39,0.5616742968559265,
+4,,49,,0.5116392970085144
+4,0.9275830388069152,49,,
+4,,49,0.5506852269172668,
+5,0.9256210923194884,59,,
+5,,59,0.5409300923347473,
+6,0.93690025806427,69,,
+6,,69,0.5377488136291504,
+7,0.936408758163452,79,,
+7,,79,0.5316070914268494,
+8,0.936614990234375,89,,
+8,,89,0.528863251209259,
+9,,99,,0.5397863984107971
+9,0.94320410490036,99,,
+9,,99,0.5260730981826782,
+10,0.937384068965912,109,,
+10,,109,0.5253620743751526,
+11,0.9434469938278198,119,,
+11,,119,0.5234217047691345,
+12,0.9256877899169922,129,,
+12,,129,0.5222836136817932,
+13,0.9478738903999328,139,,
+13,,139,0.5234177708625793,
+14,,149,,0.5075435638427734
+14,0.9482049345970154,149,,
+14,,149,0.5193206667900085,
+15,0.9482337832450868,159,,
+15,,159,0.5193230509757996,
+16,0.9496813416481018,169,,
+16,,169,0.5176374316215515,
+17,0.9481703639030457,179,,
+17,,179,0.5172415375709534,
+18,0.9505802392959596,189,,
+18,,189,0.5163012146949768,
+19,,199,,0.5458514094352722
+19,0.9494261741638184,199,,
+19,,199,0.5164622068405151,
+20,0.9489766955375672,209,,
+20,,209,0.5165154337882996,
+21,0.9493078589439392,219,,
+21,,219,0.5158620476722717,
+22,0.9500697255134584,229,,
+22,,229,0.5163853764533997,
+23,0.9500464200973512,239,,
+23,,239,0.5166575908660889,
+24,,249,,0.531566321849823
+24,0.9491498470306396,249,,
+24,,249,0.5158687233924866,
+25,0.9528616070747375,259,,
+25,,259,0.515953779220581,
+26,0.9488479495048524,269,,
+26,,269,0.5173437595367432,
+27,0.950145959854126,279,,
+27,,279,0.5173406600952148,
+28,0.9505329132080078,289,,
+28,,289,0.5182881355285645,
+29,,299,,0.5283032059669495
+29,0.9507622718811036,299,,
+29,,299,0.5175591707229614,
+30,0.9462133049964904,309,,
+30,,309,0.5158789157867432,
+31,0.952961802482605,319,,
+31,,319,0.516406238079071,
+32,0.9491342306137084,329,,
+32,,329,0.5169755816459656,
+33,0.95018470287323,339,,
+33,,339,0.5141367316246033,
+34,,349,,0.5339298844337463
+34,0.9534733891487122,349,,
+34,,349,0.5120173692703247,
+35,0.9377173185348512,359,,
+35,,359,0.5115857124328613,
+36,0.9545817375183104,369,,
+36,,369,0.5138542056083679,
+37,0.9560829997062684,379,,
+37,,379,0.5140773057937622,
+38,0.9506513476371764,389,,
+38,,389,0.5099828839302063,
+39,,399,,0.5235458016395569
+39,0.9522159695625304,399,,
+39,,399,0.5127890110015869,
+40,0.9619038701057434,409,,
+40,,409,0.515051007270813,
+41,0.9523759484291076,419,,
+41,,419,0.5155357718467712,
+42,0.9614419937133788,429,,
+42,,429,0.5120701193809509,
+43,0.9551824927330016,439,,
+43,,439,0.5101597309112549,
+44,,449,,0.4999381303787231
+44,0.965725302696228,449,,
+44,,449,0.5090590119361877,
+45,0.9665270447731018,459,,
+45,,459,0.507438063621521,
+46,0.9643297791481018,469,,
+46,,469,0.5042353868484497,
+47,0.9659627676010132,479,,
+47,,479,0.5031461715698242,
+48,0.9682490229606628,489,,
+48,,489,0.5024456977844238,
+49,,499,,0.5025647878646851
+49,0.9687439799308776,499,,
+49,,499,0.5011422634124756,
+50,0.9664092063903807,509,,
+50,,509,0.5003403425216675,
+51,0.970578134059906,519,,
+51,,519,0.5006177425384521,
+52,0.9688372015953064,529,,
+52,,529,0.4996071755886078,
+53,0.9696521759033204,539,,
+53,,539,0.4986109137535095,
+54,,549,,0.4859991371631622
+54,0.967600166797638,549,,
+54,,549,0.4974583089351654,
+55,0.9707072973251344,559,,
+55,,559,0.4972797930240631,
+56,0.9714665412902832,569,,
+56,,569,0.4973094463348388,
+57,0.9708494544029236,579,,
+57,,579,0.4967135787010193,
+58,0.9706912636756896,589,,
+58,,589,0.4968204796314239,
+59,,599,,0.5139639973640442
+59,0.9711212515830994,599,,
+59,,599,0.4969346523284912,
+60,0.9710962772369384,609,,
+60,,609,0.4959718883037567,
+61,0.9714098572731018,619,,
+61,,619,0.497144341468811,
+62,0.970759928226471,629,,
+62,,629,0.4964926540851593,
+63,0.9710198044776917,639,,
+63,,639,0.4963288307189941,
+64,,649,,0.5123119354248047
+64,0.9712355136871338,649,,
+64,,649,0.4967374503612518,
+65,0.9709241390228271,659,,
+65,,659,0.4968381524085998,
+66,0.970738410949707,669,,
+66,,669,0.4969405829906463,
+67,0.9718547463417052,679,,
+67,,679,0.4960735738277435,
+68,0.9661681056022644,689,,
+68,,689,0.4962676763534546,
+69,,699,,0.5020322799682617
+69,0.9708773493766784,699,,
+69,,699,0.4969420433044433,
+70,0.9657993912696838,709,,
+70,,709,0.4969705939292907,
+71,0.9649196267127992,719,,
+71,,719,0.4973424077033996,
+72,0.9671072959899902,729,,
+72,,729,0.501822829246521,
+73,0.955287218093872,739,,
+73,,739,0.5016682744026184,
+74,,749,,0.5101698637008667
+74,0.9615547060966492,749,,
+74,,749,0.5062286257743835,
+75,0.9619694352149964,759,,
+75,,759,0.5044110417366028,
+76,0.9625766277313232,769,,
+76,,769,0.4984342455863952,
+77,0.974587082862854,779,,
+77,,779,0.4998121857643127,
+78,0.968450367450714,789,,
+78,,789,0.4979554116725921,
+79,,799,,0.4796187877655029
+79,0.9682713150978088,799,,
+79,,799,0.4965482950210571,
+80,0.9644556641578674,809,,
+80,,809,0.4964984357357025,
+81,0.9667382836341858,819,,
+81,,819,0.4986320734024048,
+82,0.9664704203605652,829,,
+82,,829,0.496690034866333,
+83,0.9647881984710692,839,,
+83,,839,0.4950523972511291,
+84,,849,,0.4953904151916504
+84,0.963975191116333,849,,
+84,,849,0.4943335652351379,
+85,0.9550488591194152,859,,
+85,,859,0.4977229535579681,
+86,0.772922694683075,869,,
+86,,869,0.6651133298873901,
+87,0.772998571395874,879,,
+87,,879,0.685632586479187,
+88,0.772968590259552,889,,
+88,,889,0.6855601668357849,
+89,,899,,0.7024585604667664
+89,0.7729232311248779,899,,
+89,,899,0.685526430606842,
+90,0.7729909420013428,909,,
+90,,909,0.6853159070014954,
+91,0.7730090618133545,919,,
+91,,919,0.6858975291252136,
+92,0.773012101650238,929,,
+92,,929,0.6849213242530823,
+93,0.7729492783546448,939,,
+93,,939,0.6855510473251343,
+94,,949,,0.6792306900024414
+94,0.7730063796043396,949,,
+94,,949,0.7508910298347473,
+95,0.7728922963142395,959,,
+95,,959,0.686023473739624,
+96,0.7729021310806274,969,,
+96,,969,0.685808539390564,
+97,0.7730109095573425,979,,
+97,,979,0.6859663128852844,
+98,0.7729615569114685,989,,
+98,,989,0.6857741475105286,
+99,,999,,0.6990028023719788
+99,0.7729562520980835,999,,
+99,,999,0.6851645708084106,