epoch,lr-RMSprop,tr_cer,tr_loss,tr_wer,va_cer,va_loss,va_wer
0,0.0005,0.9834897518157959,191.9091339111328,0.9842186570167542,0.9685059785842896,178.8081512451172,0.9688909649848938
1,,0.7647570967674255,146.0781707763672,0.954261064529419,0.5906176567077637,103.10264587402344,0.946976363658905
2,,0.44033271074295044,75.799072265625,0.8213492035865784,0.27884554862976074,47.815006256103516,0.6295278668403625
3,,0.2542917728424072,44.98250198364258,0.5846367478370667,0.1958245038986206,34.64647674560547,0.4655038118362427
4,,0.18689113855361938,33.0186882019043,0.4449148178100586,0.15907694399356842,26.70677947998047,0.3819478154182434
5,,0.15257485210895538,26.84230613708496,0.3681052625179291,0.13678967952728271,23.606809616088867,0.3430037200450897
6,,0.13605180382728577,23.6217098236084,0.3294805884361267,0.1302265226840973,22.372058868408203,0.33076542615890503
7,,0.12605145573616028,21.304767608642578,0.3035276234149933,0.1252502053976059,21.559934616088867,0.32358860969543457
8,,0.12052920460700989,20.470582962036133,0.2945585548877716,0.12696781754493713,22.12074851989746,0.33995336294174194
9,,0.1139424741268158,18.635955810546875,0.2845556437969208,0.11301375925540924,20.00159454345703,0.3073188066482544
10,,0.10648375004529953,17.27842903137207,0.2593829035758972,0.11066720634698868,18.81309700012207,0.2984132468700409
11,,0.10150585323572159,16.00395393371582,0.24951553344726562,0.11858101189136505,19.088104248046875,0.3030616343021393
12,,0.09719576686620712,15.261197090148926,0.23985092341899872,0.10114818066358566,18.25044822692871,0.2867889106273651
13,,0.09403093159198761,14.377294540405273,0.22897928953170776,0.10602258145809174,18.664371490478516,0.28944072127342224
14,,0.09194023162126541,13.833538055419922,0.22619028389453888,0.10448125749826431,18.199378967285156,0.28961461782455444
15,,0.08868914097547531,13.05836296081543,0.21860559284687042,0.1027233675122261,18.267807006835938,0.28317341208457947
16,,0.08780170977115631,12.941853523254395,0.21544234454631805,0.10448575764894485,18.38496208190918,0.28669410943984985
17,,0.08499370515346527,12.638825416564941,0.20920968055725098,0.09683512896299362,17.931673049926758,0.27788951992988586
18,,0.08320879936218262,12.102824211120605,0.2045862078666687,0.09879545867443085,17.60300064086914,0.27205151319503784
19,,0.08162921667098999,11.58323860168457,0.2023135870695114,0.09706046432256699,17.86845588684082,0.26876693964004517
20,,0.08071330934762955,11.573312759399414,0.1998085379600525,0.09540527313947678,17.954669952392578,0.26758313179016113
21,,0.08000262826681137,11.328733444213867,0.1960986703634262,0.09549661725759506,17.32658576965332,0.26885750889778137
22,,0.07849889248609543,10.829708099365234,0.19334769248962402,0.09231600910425186,17.581113815307617,0.26483675837516785
23,,0.0765441283583641,10.381256103515625,0.18776144087314606,0.0900270938873291,17.59015464782715,0.25990813970565796
24,,0.07546941190958023,10.431740760803223,0.18610025942325592,0.0912734791636467,17.965927124023438,0.26794153451919556
25,,0.07380185276269913,10.143779754638672,0.1828915774822235,0.08678512275218964,17.396718978881836,0.2562755346298218
26,,0.0729508325457573,9.768645286560059,0.17941856384277344,0.08642378449440002,17.338855743408203,0.2548913359642029
27,,0.07272196561098099,9.35672378540039,0.189581960439682,0.08452297747135162,16.35794448852539,0.2525498569011688
28,,0.07047601044178009,9.0538911819458,0.18514660000801086,0.08320172876119614,16.199878692626953,0.24930605292320251
29,,0.06890354305505753,8.69975757598877,0.18019671738147736,0.08288423717021942,16.206186294555664,0.2500641644001007
30,,0.06877250224351883,8.564116477966309,0.1793345808982849,0.08206363767385483,15.955266952514648,0.24605119228363037
31,,0.0681811198592186,8.487048149108887,0.17743690311908722,0.08237066864967346,16.1505184173584,0.25095146894454956
32,,0.0674380287528038,8.313961029052734,0.17747396230697632,0.08251161128282547,16.096525192260742,0.24860571324825287
33,,0.06729340553283691,8.09712028503418,0.17415109276771545,0.08195938169956207,16.103456497192383,0.2476661503314972
34,,0.06787865608930588,8.060333251953125,0.17704883217811584,0.08156783878803253,16.144468307495117,0.2487521767616272
35,,0.06732453405857086,8.007270812988281,0.17468371987342834,0.08284567296504974,16.16082191467285,0.24980364739894867
36,,0.07165487855672836,8.592154502868652,0.2107744663953781,0.08055800944566727,14.931798934936523,0.22997036576271057
37,,0.06949856132268906,8.176033020019531,0.19652141630649567,0.07836445420980453,14.647080421447754,0.21466240286827087
38,,0.06906156241893768,8.102028846740723,0.19369447231292725,0.07825185358524323,14.594711303710938,0.21192802488803864
39,,0.06905059516429901,8.150064468383789,0.19358637928962708,0.07773440331220627,14.55862808227539,0.20838525891304016
40,,0.06941498816013336,8.150861740112305,0.19228166341781616,0.07758639752864838,14.53074836730957,0.2071324586868286
41,,0.06947477906942368,8.05443000793457,0.19227443635463715,0.07732000946998596,14.546241760253906,0.2078818827867508
42,,0.06899121403694153,8.12132453918457,0.19082093238830566,0.07703936100006104,14.513489723205566,0.20578224956989288
43,,0.06923438608646393,8.085039138793945,0.19118696451187134,0.0770808607339859,14.552199363708496,0.20576973259449005
44,,0.06870093196630478,7.987728595733643,0.19157205522060394,0.07666650414466858,14.51335334777832,0.20341987907886505
45,,0.0684962272644043,7.967294216156006,0.1888202577829361,0.0765448659658432,14.526840209960938,0.2042698711156845
46,,0.06914114952087402,8.0748291015625,0.19339114427566528,0.07669989764690399,14.54690933227539,0.2047792673110962
47,,0.06928402930498123,8.124434471130371,0.19313757121562958,0.07701638340950012,14.540727615356445,0.20735247433185577
48,,0.06839384138584137,7.943239688873291,0.1921609491109848,0.07674724608659744,14.523587226867676,0.204122394323349
49,,0.0691714733839035,7.9575581550598145,0.19456519186496735,0.07644924521446228,14.489180564880371,0.2029726356267929
50,,0.06927613168954849,8.021675109863281,0.1938181221485138,0.07638639956712723,14.460317611694336,0.20145119726657867
51,,0.06931187212467194,7.986725330352783,0.19267989695072174,0.07624531537294388,14.458444595336914,0.20118993520736694
52,,0.06933671236038208,8.112249374389648,0.19410596787929535,0.07622723281383514,14.447309494018555,0.20122089982032776
53,,0.06878364086151123,8.077881813049316,0.1925256997346878,0.07612422853708267,14.430826187133789,0.20091861486434937
54,,0.06886342167854309,8.107707977294922,0.19302888214588165,0.0759754627943039,14.408519744873047,0.19951432943344116
55,,0.06914757937192917,8.09808349609375,0.19291114807128906,0.07587824761867523,14.401229858398438,0.1990068405866623
56,,0.06883886456489563,8.00784683227539,0.19133023917675018,0.07585199177265167,14.40267562866211,0.19826671481132507
57,,0.06913507729768753,8.028677940368652,0.19280247390270233,0.07590673118829727,14.406207084655762,0.1987794041633606
58,,0.06906531006097794,8.072465896606445,0.19353437423706055,0.07588525116443634,14.399463653564453,0.19818343222141266
59,,0.06875821202993393,7.991080284118652,0.1918504238128662,0.07578956335783005,14.382796287536621,0.19831745326519012
60,,0.06851936131715775,8.041749954223633,0.19070148468017578,0.07582824677228928,14.376501083374023,0.19794350862503052
61,,0.06892350316047668,7.989822864532471,0.1926567256450653,0.07572754472494125,14.372543334960938,0.19769378006458282
62,,0.06828101724386215,7.854024887084961,0.19153732061386108,0.07567194849252701,14.373019218444824,0.19720256328582764
63,,0.06938714534044266,8.13129711151123,0.19247326254844666,0.07573454827070236,14.379172325134277,0.19704356789588928
64,,0.06848614662885666,7.953541278839111,0.18890386819839478,0.0757526308298111,14.374741554260254,0.19675174355506897
65,,0.0688038244843483,8.021987915039062,0.19240130484104156,0.0755763128399849,14.356401443481445,0.19627819955348969
66,,0.06873281300067902,7.928657531738281,0.19212903082370758,0.07551349699497223,14.360946655273438,0.19593015313148499
67,,0.06878788769245148,8.069005012512207,0.19187213480472565,0.07569409906864166,14.36361026763916,0.19608862698078156
68,,0.06920096278190613,7.959786891937256,0.19368430972099304,0.07545146346092224,14.350427627563477,0.19503270089626312
69,,0.06894449889659882,8.019116401672363,0.19392068684101105,0.07553689926862717,14.349791526794434,0.1955125480890274
70,,0.06857754290103912,7.964691638946533,0.1907692849636078,0.07567466050386429,14.367057800292969,0.19564040005207062
71,,0.06883872300386429,8.018563270568848,0.1929025501012802,0.07580599188804626,14.372152328491211,0.19594858586788177
72,,0.06834184378385544,7.982642650604248,0.19145673513412476,0.07581138610839844,14.372599601745605,0.19600717723369598
73,,0.06860820204019547,7.9869608879089355,0.19176779687404633,0.07574398815631866,14.36008071899414,0.19572369754314423
74,,0.0686585083603859,8.046791076660156,0.19276317954063416,0.07551103085279465,14.362167358398438,0.19468800723552704
75,,0.06889677792787552,8.011788368225098,0.1913025975227356,0.07564792782068253,14.357419967651367,0.19535301625728607
76,,0.068523108959198,7.961537837982178,0.19079627096652985,0.07575303316116333,14.366978645324707,0.19567756354808807
77,,0.06846515089273453,7.94386625289917,0.19026315212249756,0.07554133981466293,14.3661470413208,0.19509060680866241
78,,0.06856346130371094,8.016197204589844,0.1908738911151886,0.07550674676895142,14.349471092224121,0.194784477353096
79,,0.06891780346632004,8.001861572265625,0.19273345172405243,0.07534480839967728,14.35715389251709,0.19458436965942383
80,,0.0681539848446846,7.928709983825684,0.19025392830371857,0.07553384453058243,14.346163749694824,0.19519245624542236
81,,0.06885045766830444,7.999118804931641,0.19213218986988068,0.07571231573820114,14.36841106414795,0.19546756148338318
82,,0.06917447596788406,7.994055271148682,0.1922711730003357,0.07552509754896164,14.345197677612305,0.19519302248954773
83,,0.06915895640850067,8.039669036865234,0.19507476687431335,0.07562138885259628,14.359139442443848,0.1951254904270172
84,,0.06800451874732971,7.94022798538208,0.1910516917705536,0.07562867552042007,14.353793144226074,0.1951756328344345
85,,0.06937582045793533,7.962127208709717,0.19282479584217072,0.07548801600933075,14.35777473449707,0.19500713050365448
86,,0.06966086477041245,8.150845527648926,0.19361823797225952,0.07555992156267166,14.349770545959473,0.1954776793718338
87,,0.06933442503213882,8.030972480773926,0.19279636442661285,0.07548912614583969,14.33687686920166,0.1946800947189331
88,,0.06851859390735626,7.998526573181152,0.191362202167511,0.07550287991762161,14.338322639465332,0.19478878378868103
89,,0.06891202181577682,7.959135055541992,0.19261658191680908,0.07534007728099823,14.350823402404785,0.19452747702598572
90,,0.06894399225711823,7.981725215911865,0.19177962839603424,0.07540446519851685,14.349512100219727,0.19488069415092468
91,,0.06830567121505737,7.99619722366333,0.19117005169391632,0.07542227953672409,14.36705493927002,0.19484151899814606
92,,0.06879060715436935,8.02470588684082,0.19212214648723602,0.07538513839244843,14.348154067993164,0.19472259283065796
93,,0.06892649829387665,8.082934379577637,0.19058500230312347,0.07547561079263687,14.339640617370605,0.19524028897285461
94,,0.06830927729606628,8.002676963806152,0.19276157021522522,0.07533276081085205,14.345610618591309,0.19466058909893036
95,,0.06876593083143234,7.9705047607421875,0.19223202764987946,0.0753532275557518,14.35107707977295,0.19456316530704498
96,,0.06886118650436401,8.04438304901123,0.19342762231826782,0.07549353688955307,14.347715377807617,0.19507338106632233
97,,0.06894577294588089,7.993651390075684,0.1935100257396698,0.07577046006917953,14.364194869995117,0.19553321599960327
98,,0.06879714131355286,7.9947896003723145,0.1923953890800476,0.07554364204406738,14.364090919494629,0.19501686096191406
99,,0.06885644793510437,8.043353080749512,0.19352509081363678,0.07554294168949127,14.33470630645752,0.19544634222984314
100,,0.06918861716985703,7.958646774291992,0.19429339468479156,0.07531324028968811,14.34896469116211,0.19443656504154205
101,,0.06932797282934189,7.904855251312256,0.19354724884033203,0.07568609714508057,14.354063987731934,0.19585436582565308
102,,0.0692436695098877,7.995071887969971,0.1922042816877365,0.07549136132001877,14.357148170471191,0.19490383565425873
103,,0.0687287375330925,8.022138595581055,0.1919606328010559,0.07538916915655136,14.34931755065918,0.19497615098953247
104,,0.06866025924682617,8.030116081237793,0.19011205434799194,0.07561156898736954,14.354392051696777,0.1954198032617569
105,,0.068707175552845,7.997902870178223,0.19203774631023407,0.07557443529367447,14.357427597045898,0.19481073319911957
106,,0.06909846514463425,7.968813419342041,0.19271139800548553,0.0755930170416832,14.356414794921875,0.19498887658119202
107,,0.06851173937320709,7.9626898765563965,0.1891750991344452,0.07553984224796295,14.346733093261719,0.19499702751636505
108,,0.06869838386774063,8.10940933227539,0.1928008496761322,0.0754704475402832,14.358332633972168,0.19477345049381256
109,,0.0684446319937706,7.910919666290283,0.19160759449005127,0.07557060569524765,14.361006736755371,0.194839745759964
110,,0.06850901991128922,7.9464263916015625,0.19138012826442719,0.07558602094650269,14.34454345703125,0.19527621567249298
111,,0.06861075013875961,7.906204700469971,0.1919691562652588,0.07563494145870209,14.354597091674805,0.19530801475048065
112,,0.06831656396389008,7.953282356262207,0.19080761075019836,0.07563784718513489,14.364011764526367,0.19554269313812256
113,,0.0688028559088707,7.9793853759765625,0.19354814291000366,0.07562203705310822,14.357216835021973,0.1958124339580536
114,,0.06907863169908524,7.966939926147461,0.1927642524242401,0.07551134377717972,14.330528259277344,0.1952669769525528
115,,0.06889837235212326,7.94286584854126,0.19090242683887482,0.07566116750240326,14.360357284545898,0.1952970176935196
116,,0.06922163814306259,8.055326461791992,0.1951061189174652,0.07552644610404968,14.334380149841309,0.19550465047359467
117,,0.06933146715164185,7.910703182220459,0.19326363503932953,0.0754040777683258,14.337593078613281,0.19497613608837128
118,,0.06893211603164673,8.070538520812988,0.19283951818943024,0.0756547600030899,14.365540504455566,0.1952400952577591
119,,0.06887811422348022,7.980196952819824,0.1941908448934555,0.0755448192358017,14.371228218078613,0.19461557269096375
120,,0.0689692571759224,7.984981060028076,0.19293493032455444,0.07562503218650818,14.365285873413086,0.1953781545162201
121,,0.06923078000545502,8.017617225646973,0.19323495030403137,0.07540212571620941,14.338479042053223,0.1946748048067093
122,,0.06827569752931595,7.830042839050293,0.18998011946678162,0.0754929855465889,14.354930877685547,0.19483454525470734
123,,0.06890597194433212,8.087800979614258,0.19222502410411835,0.07552433013916016,14.343764305114746,0.19508026540279388
124,,0.06864506006240845,7.927738666534424,0.19232353568077087,0.07580311596393585,14.369102478027344,0.19564147293567657
125,,0.06911002844572067,7.998143672943115,0.19260451197624207,0.07536450773477554,14.353269577026367,0.1945592314004898
126,,0.06902766972780228,7.899966716766357,0.1937730759382248,0.07582336664199829,14.370682716369629,0.19592443108558655
127,,0.06878867000341415,8.123366355895996,0.19247007369995117,0.07560237497091293,14.314435958862305,0.19544251263141632
128,,0.06841599196195602,7.991096496582031,0.19235201179981232,0.07573474198579788,14.361396789550781,0.19569341838359833
129,,0.06810879707336426,7.919444561004639,0.19019410014152527,0.07559087872505188,14.3604097366333,0.19524788856506348
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