Upload model

epoch=49-f1_binary=0.90479.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48afe9026c97cac0193122f7afe2349fbca56b4455914a4e1c2410a1d1225d19
+size 18284736

epoch=55-f1_binary=0.90384.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:781f576273d7b4f6582b9d33d2d4d8497f42129913c3125959214689f398096e
+size 18284736

epoch=56-f1_binary=0.90410.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7253471cc9348fbf5130e4aa5a757acb31955200e8e38cffa224aa280744165
+size 18284736

epoch=58-f1_binary=0.90453.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1eb82b6b6dba25aaceff3b4b4cd9872755356311b24e55fe5a05e7e2f56f2907
+size 18284736

epoch=80-f1_binary=0.92413.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d41bf6a886406ad76c16849f0c5639698ceb1b2b471bdb8524b4475b89b4aedd
+size 18284736

sequence_simple_810_95_last.ckpt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:039784177c7008f6e51a993281ea67c89fe6a89f257924ada5fef83d5015029c
+oid sha256:5c53559d5dcf60ab79cee016ad1feab4e31e569da3336dd4284bd64ded0f9cc5
 size 18285312

sequence_simple_810_95_metrics.csv

@@ -1,237 +1,237 @@
 epoch,f1_binary,step,train_loss_epoch,train_loss_step
-0,0.7746288180351257,17,,
-0,,17,0.6589270234107971,
-1,0.835295557975769,35,,
-1,,35,0.601506769657135,
-2,,49,,0.5600631833076477
-2,0.8527154326438904,53,,
-2,,53,0.5777876973152161,
-3,0.8584510684013367,71,,
-3,,71,0.5674571394920349,
-4,0.8624507784843445,89,,
-4,,89,0.5562778115272522,
-5,,99,,0.5420814752578735
-5,0.861110508441925,107,,
-5,,107,0.5569862723350525,
-6,0.8644072413444519,125,,
-6,,125,0.5523744225502014,
-7,0.8636810779571533,143,,
-7,,143,0.546223521232605,
-8,,149,,0.5476126074790955
-8,0.8757111430168152,161,,
-8,,161,0.5445365905761719,
-9,0.8572983145713806,179,,
-9,,179,0.5438750982284546,
-10,0.8710722923278809,197,,
-10,,197,0.5402696132659912,
-11,,199,,0.5353930592536926
-11,0.8788946270942688,215,,
-11,,215,0.5354621410369873,
-12,0.8788769245147705,233,,
-12,,233,0.5333231091499329,
-13,,249,,0.5302562713623047
-13,0.8718613386154175,251,,
-13,,251,0.5320765376091003,
-14,0.8877270221710205,269,,
-14,,269,0.5303535461425781,
-15,0.884576141834259,287,,
-15,,287,0.5289131999015808,
-16,,299,,0.5290587544441223
-16,0.8879192471504211,305,,
-16,,305,0.5278569459915161,
-17,0.8880491852760315,323,,
-17,,323,0.5270992517471313,
-18,0.8857903480529785,341,,
-18,,341,0.5265646576881409,
-19,,349,,0.5406733155250549
-19,0.8874989151954651,359,,
-19,,359,0.5260421633720398,
-20,0.8871299624443054,377,,
-20,,377,0.5260193943977356,
-21,0.8880560994148254,395,,
-21,,395,0.5263977646827698,
-22,,399,,0.5106852054595947
-22,0.887165367603302,413,,
-22,,413,0.5261753797531128,
-23,0.8874955177307129,431,,
-23,,431,0.526451051235199,
-24,,449,,0.5000514388084412
-24,0.8902758359909058,449,,
-24,,449,0.525952160358429,
-25,0.8876916766166687,467,,
-25,,467,0.5261944532394409,
-26,0.8945260643959045,485,,
-26,,485,0.5256600975990295,
-27,,499,,0.5288311839103699
-27,0.8881807923316956,503,,
-27,,503,0.5254311561584473,
-28,0.8870468139648438,521,,
-28,,521,0.5261428952217102,
-29,0.8928540945053101,539,,
-29,,539,0.5265533328056335,
-30,,549,,0.5261081457138062
-30,0.8818717002868652,557,,
-30,,557,0.5264409184455872,
-31,0.8953374028205872,575,,
-31,,575,0.5304533839225769,
-32,0.8774460554122925,593,,
-32,,593,0.5255070328712463,
-33,,599,,0.5319175124168396
-33,0.8899583220481873,611,,
-33,,611,0.52611243724823,
-34,0.8940351605415344,629,,
-34,,629,0.5288581848144531,
-35,0.8943766951560974,647,,
-35,,647,0.5294785499572754,
-36,,649,,0.5343848466873169
-36,0.8581871390342712,665,,
-36,,665,0.5224034786224365,
-37,0.9006621241569519,683,,
-37,,683,0.5345805287361145,
-38,,699,,0.5179100036621094
-38,0.884456217288971,701,,
-38,,701,0.5246679186820984,
-39,0.8611125349998474,719,,
-39,,719,0.5240398645401001,
-40,0.8839104771614075,737,,
-40,,737,0.5322487950325012,
-41,,749,,0.5187212228775024
-41,0.8964885473251343,755,,
-41,,755,0.5222222805023193,
-42,0.8943961262702942,773,,
-42,,773,0.5198253989219666,
-43,0.8932849168777466,791,,
-43,,791,0.5173439979553223,
-44,,799,,0.5083369016647339
-44,0.890714168548584,809,,
-44,,809,0.5165233016014099,
-45,0.8966330289840698,827,,
-45,,827,0.5160347819328308,
-46,0.8880270719528198,845,,
-46,,845,0.5145655870437622,
-47,,849,,0.5045846700668335
-47,0.8922378420829773,863,,
-47,,863,0.5135672092437744,
-48,0.8992262482643127,881,,
-48,,881,0.5118287801742554,
-49,,899,,0.4976842105388641
-49,0.8956930041313171,899,,
-49,,899,0.5116293430328369,
-50,0.892466127872467,917,,
-50,,917,0.5112046599388123,
-51,0.8892155289649963,935,,
-51,,935,0.5101271867752075,
-52,,949,,0.5131576061248779
-52,0.8978747725486755,953,,
-52,,953,0.5088716149330139,
-53,0.9047684669494628,971,,
-53,,971,0.5087669491767883,
-54,0.8907792568206787,989,,
-54,,989,0.5073968172073364,
-55,,999,,0.5128209590911865
-55,0.8976371884346008,1007,,
-55,,1007,0.50706946849823,
-56,0.8967012763023376,1025,,
-56,,1025,0.5064685940742493,
-57,0.8939182758331299,1043,,
-57,,1043,0.5059862732887268,
-58,,1049,,0.5099143981933594
-58,0.8984328508377075,1061,,
-58,,1061,0.5057886242866516,
-59,0.898728609085083,1079,,
-59,,1079,0.5055443644523621,
-60,0.8985980749130249,1097,,
-60,,1097,0.5055802464485168,
-61,,1099,,0.508614182472229
-61,0.8984752297401428,1115,,
-61,,1115,0.5056300163269043,
-62,0.899793803691864,1133,,
-62,,1133,0.5056446194648743,
-63,,1149,,0.5139364004135132
-63,0.9012092351913452,1151,,
-63,,1151,0.5048529505729675,
-64,0.9006184935569763,1169,,
-64,,1169,0.505635142326355,
-65,0.8996644020080566,1187,,
-65,,1187,0.5053189396858215,
-66,,1199,,0.5086976885795593
-66,0.8970707654953003,1205,,
-66,,1205,0.5058398246765137,
-67,0.8941182494163513,1223,,
-67,,1223,0.5058929920196533,
-68,0.9011989235877992,1241,,
-68,,1241,0.5067377090454102,
-69,,1249,,0.5105207562446594
-69,0.8995382189750671,1259,,
-69,,1259,0.5066321492195129,
-70,0.9036012887954712,1277,,
-70,,1277,0.5067019462585449,
-71,0.8997091054916382,1295,,
-71,,1295,0.5071025490760803,
-72,,1299,,0.5149143934249878
-72,0.8889618515968323,1313,,
-72,,1313,0.5097895264625549,
-73,0.888518214225769,1331,,
-73,,1331,0.5126107335090637,
-74,,1349,,0.5160508751869202
-74,0.8882922530174255,1349,,
-74,,1349,0.5116971135139465,
-75,0.8806596994400024,1367,,
-75,,1367,0.511315643787384,
-76,0.8868237137794495,1385,,
-76,,1385,0.5100456476211548,
-77,,1399,,0.5019681453704834
-77,0.8953820466995239,1403,,
-77,,1403,0.5118520259857178,
-78,0.8876932859420776,1421,,
-78,,1421,0.5116246342658997,
-79,0.889029860496521,1439,,
-79,,1439,0.5129193663597107,
-80,,1449,,0.5062789916992188
-80,0.8940467834472656,1457,,
-80,,1457,0.5144532322883606,
-81,0.8947902917861938,1475,,
-81,,1475,0.5121592879295349,
-82,0.8870256543159485,1493,,
-82,,1493,0.5101326107978821,
-83,,1499,,0.5116132497787476
-83,0.8935771584510803,1511,,
-83,,1511,0.5096181631088257,
-84,0.8872254490852356,1529,,
-84,,1529,0.5100502967834473,
-85,0.8666918873786926,1547,,
-85,,1547,0.5132283568382263,
-86,,1549,,0.6072303056716919
-86,0.7398018836975098,1565,,
-86,,1565,0.7282944321632385,
-87,0.7397459745407104,1583,,
-87,,1583,0.7545940279960632,
-88,,1599,,0.7612156271934509
-88,0.7398964166641235,1601,,
-88,,1601,0.7548247575759888,
-89,0.7399014830589294,1619,,
-89,,1619,0.7549013495445251,
-90,0.7398591637611389,1637,,
-90,,1637,0.7545889019966125,
-91,,1649,,0.7544130086898804
-91,0.7398459315299988,1655,,
-91,,1655,0.7546388506889343,
-92,0.7398087382316589,1673,,
-92,,1673,0.7547233700752258,
-93,0.7398964166641235,1691,,
-93,,1691,0.754890501499176,
-94,,1699,,0.7748435735702515
-94,0.7398794293403625,1709,,
-94,,1709,0.7545455694198608,
-95,0.7398802638053894,1727,,
-95,,1727,0.7547571659088135,
-96,0.7398364543914795,1745,,
-96,,1745,0.7544329166412354,
-97,,1749,,0.7571391463279724
-97,0.7396775484085083,1763,,
-97,,1763,0.7549987435340881,
-98,0.7398572564125061,1781,,
-98,,1781,0.7550503611564636,
-99,,1799,,0.7449970841407776
-99,0.73985755443573,1799,,
-99,,1799,0.7543433308601379,
+0,0.7618326544761658,17,,
+0,,17,0.6643368005752563,
+1,0.8321924805641174,35,,
+1,,35,0.604965090751648,
+2,,49,,0.5695703625679016
+2,0.8665294051170349,53,,
+2,,53,0.5829246640205383,
+3,0.8616577386856079,71,,
+3,,71,0.5732523798942566,
+4,0.7787986397743225,89,,
+4,,89,0.5817544460296631,
+5,,99,,0.5697020292282104
+5,0.8823502659797668,107,,
+5,,107,0.571938693523407,
+6,0.8845596313476562,125,,
+6,,125,0.5634163022041321,
+7,0.8671426773071289,143,,
+7,,143,0.5562458038330078,
+8,,149,,0.5465594530105591
+8,0.8788776397705078,161,,
+8,,161,0.5554845929145813,
+9,0.8927242755889893,179,,
+9,,179,0.5588043332099915,
+10,0.8825836181640625,197,,
+10,,197,0.5542036890983582,
+11,,199,,0.5506521463394165
+11,0.8907615542411804,215,,
+11,,215,0.5483802556991577,
+12,0.8809168338775635,233,,
+12,,233,0.545927882194519,
+13,,249,,0.5512970685958862
+13,0.8888595104217529,251,,
+13,,251,0.5416257381439209,
+14,0.8879307508468628,269,,
+14,,269,0.5399293303489685,
+15,0.8859235644340515,287,,
+15,,287,0.5391250848770142,
+16,,299,,0.535279393196106
+16,0.8856774568557739,305,,
+16,,305,0.5374849438667297,
+17,0.8875088691711426,323,,
+17,,323,0.5367836952209473,
+18,0.8892227411270142,341,,
+18,,341,0.5353525876998901,
+19,,349,,0.5347438454627991
+19,0.8901510238647461,359,,
+19,,359,0.5353326797485352,
+20,0.8898516893386841,377,,
+20,,377,0.5353742241859436,
+21,0.889889657497406,395,,
+21,,395,0.5352566242218018,
+22,,399,,0.5346053838729858
+22,0.8903800249099731,413,,
+22,,413,0.5352907180786133,
+23,0.8933055996894836,431,,
+23,,431,0.5354308485984802,
+24,,449,,0.5239711403846741
+24,0.8842597007751465,449,,
+24,,449,0.536128044128418,
+25,0.8907011151313782,467,,
+25,,467,0.5350891351699829,
+26,0.8926224112510681,485,,
+26,,485,0.5339513421058655,
+27,,499,,0.5352493524551392
+27,0.8912298679351807,503,,
+27,,503,0.534309446811676,
+28,0.8891420960426331,521,,
+28,,521,0.5402098298072815,
+29,0.8877174258232117,539,,
+29,,539,0.5355927348136902,
+30,,549,,0.5265423655509949
+30,0.8538192510604858,557,,
+30,,557,0.5324793457984924,
+31,0.8868480920791626,575,,
+31,,575,0.544664204120636,
+32,0.8985764980316162,593,,
+32,,593,0.536986231803894,
+33,,599,,0.5425313711166382
+33,0.8948041200637817,611,,
+33,,611,0.5370230078697205,
+34,0.8939881920814514,629,,
+34,,629,0.5340362191200256,
+35,0.8690756559371948,647,,
+35,,647,0.531032383441925,
+36,,649,,0.5377324819564819
+36,0.8769019246101379,665,,
+36,,665,0.5383210182189941,
+37,0.8369593620300293,683,,
+37,,683,0.5327220559120178,
+38,,699,,0.5352920293807983
+38,0.8612254858016968,701,,
+38,,701,0.5489341616630554,
+39,0.9034282565116882,719,,
+39,,719,0.5594048500061035,
+40,0.8629671931266785,737,,
+40,,737,0.5444597005844116,
+41,,749,,0.5278396606445312
+41,0.8970031142234802,755,,
+41,,755,0.5377499461174011,
+42,0.8871081471443176,773,,
+42,,773,0.528843104839325,
+43,0.8891255855560303,791,,
+43,,791,0.5270868539810181,
+44,,799,,0.5309244394302368
+44,0.883186399936676,809,,
+44,,809,0.529401421546936,
+45,0.8997645378112793,827,,
+45,,827,0.5367419123649597,
+46,0.8961512446403503,845,,
+46,,845,0.5294914841651917,
+47,,849,,0.5256878137588501
+47,0.8899712562561035,863,,
+47,,863,0.5273112058639526,
+48,0.902928352355957,881,,
+48,,881,0.5208699107170105,
+49,,899,,0.5008754134178162
+49,0.9047855734825134,899,,
+49,,899,0.5187649130821228,
+50,0.8979274034500122,917,,
+50,,917,0.5166251063346863,
+51,0.900517463684082,935,,
+51,,935,0.5161983370780945,
+52,,949,,0.5118097066879272
+52,0.8967588543891907,953,,
+52,,953,0.5154784917831421,
+53,0.8956931233406067,971,,
+53,,971,0.5143350958824158,
+54,0.8983510136604309,989,,
+54,,989,0.5142242908477783,
+55,,999,,0.514426589012146
+55,0.9038364887237548,1007,,
+55,,1007,0.5134526491165161,
+56,0.9040967226028442,1025,,
+56,,1025,0.512847363948822,
+57,0.9020194411277772,1043,,
+57,,1043,0.5119828581809998,
+58,,1049,,0.5068047642707825
+58,0.9045302867889404,1061,,
+58,,1061,0.5119844079017639,
+59,0.9032081961631776,1079,,
+59,,1079,0.5114828944206238,
+60,0.9027391076087952,1097,,
+60,,1097,0.511507511138916,
+61,,1099,,0.4980412423610687
+61,0.9034410119056702,1115,,
+61,,1115,0.5116432905197144,
+62,0.9033153057098388,1133,,
+62,,1133,0.5115523934364319,
+63,,1149,,0.5108494162559509
+63,0.9004805088043213,1151,,
+63,,1151,0.5116636157035828,
+64,0.9027645587921144,1169,,
+64,,1169,0.5123594403266907,
+65,0.9027186632156372,1187,,
+65,,1187,0.5113409757614136,
+66,,1199,,0.5142613649368286
+66,0.8905475735664368,1205,,
+66,,1205,0.5138056874275208,
+67,0.8962568044662476,1223,,
+67,,1223,0.5138710141181946,
+68,0.9020512104034424,1241,,
+68,,1241,0.5144677758216858,
+69,,1249,,0.521073579788208
+69,0.8941088318824768,1259,,
+69,,1259,0.5124544501304626,
+70,0.8989056944847107,1277,,
+70,,1277,0.5127413868904114,
+71,0.895100474357605,1295,,
+71,,1295,0.5108036994934082,
+72,,1299,,0.516970157623291
+72,0.8903302550315857,1313,,
+72,,1313,0.5127539038658142,
+73,0.897531270980835,1331,,
+73,,1331,0.514473557472229,
+74,,1349,,0.4869584143161773
+74,0.8845844268798828,1349,,
+74,,1349,0.5135763883590698,
+75,0.8905993103981018,1367,,
+75,,1367,0.5135884881019592,
+76,0.8871591687202454,1385,,
+76,,1385,0.5198457837104797,
+77,,1399,,0.5242457389831543
+77,0.8841965198516846,1403,,
+77,,1403,0.5174921751022339,
+78,0.895125150680542,1421,,
+78,,1421,0.5141164660453796,
+79,0.8973413705825806,1439,,
+79,,1439,0.5294080376625061,
+80,,1449,,0.5322412252426147
+80,0.9241262674331664,1457,,
+80,,1457,0.5293164253234863,
+81,0.8970772624015808,1475,,
+81,,1475,0.5336487293243408,
+82,0.8670664429664612,1493,,
+82,,1493,0.5400447249412537,
+83,,1499,,0.521230161190033
+83,0.9018452167510986,1511,,
+83,,1511,0.527203381061554,
+84,0.8979820013046265,1529,,
+84,,1529,0.5236034989356995,
+85,0.8718212246894836,1547,,
+85,,1547,0.5252351760864258,
+86,,1549,,0.5365055799484253
+86,0.8851145505905151,1565,,
+86,,1565,0.5639073848724365,
+87,0.1504939198493957,1583,,
+87,,1583,0.8245393633842468,
+88,,1599,,0.7568600177764893
+88,0.7542887926101685,1601,,
+88,,1601,0.8104304671287537,
+89,0.7544693350791931,1619,,
+89,,1619,0.7550078630447388,
+90,0.7544894814491272,1637,,
+90,,1637,0.7551684975624084,
+91,,1649,,0.7515133619308472
+91,0.7544635534286499,1655,,
+91,,1655,0.7546769380569458,
+92,0.7545003294944763,1673,,
+92,,1673,0.755847156047821,
+93,0.7545332908630371,1691,,
+93,,1691,0.7552291750907898,
+94,,1699,,0.7621003985404968
+94,0.7545414566993713,1709,,
+94,,1709,0.7557386159896851,
+95,0.7545088529586792,1727,,
+95,,1727,0.755296528339386,
+96,0.7544976472854614,1745,,
+96,,1745,0.7552086114883423,
+97,,1749,,0.7381529211997986
+97,0.7544674277305603,1763,,
+97,,1763,0.7550537586212158,
+98,0.7545424699783325,1781,,
+98,,1781,0.7554752230644226,
+99,,1799,,0.8253051042556763
+99,0.7544846534729004,1799,,
+99,,1799,0.7549178600311279,