epoch,lr-RMSprop,tr_cer,tr_loss,tr_wer,va_cer,va_loss,va_wer
0,0.0005,0.6596519947052002,57.337589263916016,0.930619478225708,0.3129113018512726,31.04647445678711,0.9847480654716492
1,,0.029619643464684486,3.2476139068603516,0.25275054574012756,0.14250971376895905,13.125020980834961,0.8186023235321045
2,,0.015397759154438972,1.6203681230545044,0.14896312355995178,0.05713850259780884,5.228302955627441,0.6004500389099121
3,,0.011613552458584309,1.2096935510635376,0.12395812571048737,0.07043471932411194,5.861014366149902,0.6354544162750244
4,,0.009458604268729687,0.9928158521652222,0.1027538850903511,0.05055660009384155,4.903448581695557,0.6265783309936523
5,,0.007543387822806835,0.7844398021697998,0.09561912715435028,0.013386473059654236,1.2136775255203247,0.21390174329280853
6,,0.007123058661818504,0.7403815984725952,0.09181836247444153,0.008779345080256462,1.0454559326171875,0.15789473056793213
7,,0.006514156237244606,0.6682785749435425,0.08638394623994827,0.011140051297843456,1.0414665937423706,0.20577572286128998
8,,0.00606539286673069,0.6276295185089111,0.08224978297948837,0.012998771853744984,1.2277320623397827,0.24153019487857819
9,,0.00576164061203599,0.6061481237411499,0.07711542397737503,0.011758887208998203,1.006050944328308,0.21840229630470276
10,,0.005587229039520025,0.5769316554069519,0.0771821066737175,0.01921176351606846,1.6735248565673828,0.3169146180152893
11,,0.004969535395503044,0.5306132435798645,0.0713142603635788,0.0033124007750302553,0.3859736919403076,0.047630954533815384
12,,0.004763475153595209,0.497978150844574,0.06928052008152008,0.018339455127716064,1.435351014137268,0.3326665759086609
13,,0.004796621855348349,0.5072673559188843,0.06884710490703583,0.00614085141569376,0.5642560720443726,0.11701462417840958
14,,0.004443601705133915,0.47385522723197937,0.06581316143274307,0.003834871808066964,0.40129801630973816,0.07538442313671112
15,,0.004395869094878435,0.46433308720588684,0.06601320207118988,0.013041414320468903,1.2096827030181885,0.23140393197536469
16,,0.004355225246399641,0.4626004695892334,0.06581316143274307,0.002795763313770294,0.3071886897087097,0.05150643736124039
17,,0.004128005355596542,0.43464961647987366,0.06377942115068436,0.0030167268123477697,0.3517245352268219,0.047630954533815384
18,,0.0040207356214523315,0.42880186438560486,0.061845701187849045,0.002060689264908433,0.24804334342479706,0.03612951561808586
19,,0.004281309433281422,0.4492127597332001,0.06537974625825882,0.0024037312250584364,0.3048757314682007,0.038504812866449356
20,,0.00397602841258049,0.4321010708808899,0.060512103140354156,0.002338326768949628,0.29249030351638794,0.03712964057922363
21,,0.003995523322373629,0.42710205912590027,0.06141228228807449,0.00232535763643682,0.3063730299472809,0.03712964057922363
22,,0.004398484248667955,0.4602473974227905,0.06431286036968231,0.0065569160506129265,0.6770157814025879,0.1370171308517456
23,,0.00385060696862638,0.40729808807373047,0.05827832221984863,0.002976133953779936,0.3459368050098419,0.055256906896829605
24,,0.0037372452206909657,0.40696901082992554,0.05831166356801987,0.0015385745791718364,0.2130407989025116,0.02687836065888405
25,,0.003438298823311925,0.36888712644577026,0.05484430119395256,0.0015096506103873253,0.1998855024576187,0.024628078565001488
26,,0.003352726809680462,0.364318311214447,0.051610320806503296,0.0014646745985373855,0.19018439948558807,0.02562820352613926
27,,0.0030953141395002604,0.3381091356277466,0.04924318194389343,0.0013331412337720394,0.1812429279088974,0.023502938449382782
28,,0.0032976865768432617,0.35052022337913513,0.05071014165878296,0.0013910921989008784,0.18974444270133972,0.024253031238913536
29,,0.0031197089701890945,0.3335264027118683,0.04887644201517105,0.001332892570644617,0.18396247923374176,0.023002875968813896
30,,0.0028690972831100225,0.3073771297931671,0.04657598212361336,0.0012740995734930038,0.17590680718421936,0.023002875968813896
31,,0.0028657224029302597,0.3074420094490051,0.046209242194890976,0.0012840727576985955,0.17696872353553772,0.02375296875834465
32,,0.002835756167769432,0.31529274582862854,0.0468093603849411,0.001288387575186789,0.17293313145637512,0.02312789112329483
33,,0.002700758632272482,0.28580448031425476,0.044008802622556686,0.0012002054136246443,0.16639354825019836,0.023002875968813896
34,,0.0026389809790998697,0.28328555822372437,0.04390878230333328,0.001197703299112618,0.16765190660953522,0.02212776616215706
35,,0.0025426330976188183,0.2721240818500519,0.04304194077849388,0.0011805391404777765,0.1645476222038269,0.02187773399055004
36,,0.002521917689591646,0.2742665708065033,0.04217510297894478,0.0011355166789144278,0.1568237990140915,0.02125265635550022
37,,0.002644769847393036,0.287680059671402,0.04340868070721626,0.001112902769818902,0.1626293957233429,0.021752718836069107
38,,0.0026193642988801003,0.2798800766468048,0.04284190014004707,0.0011034539202228189,0.15465044975280762,0.0206275787204504
39,,0.0026366650126874447,0.2740457355976105,0.04360872134566307,0.0010938358027487993,0.15680988132953644,0.021002626046538353
40,,0.0024879248812794685,0.26697099208831787,0.04177502170205116,0.0011032598558813334,0.15524056553840637,0.021127641201019287
41,,0.002397095551714301,0.25569042563438416,0.041074883192777634,0.0010668233735486865,0.15643450617790222,0.021127641201019287
42,,0.002450630534440279,0.25703689455986023,0.0418083630502224,0.0010855558793991804,0.15412282943725586,0.020502563565969467
43,,0.0024482370354235172,0.2593609094619751,0.042141761630773544,0.0010862117633223534,0.159462109208107,0.02087760902941227
44,,0.002450746251270175,0.26411011815071106,0.03990798071026802,0.001132184755988419,0.16012899577617645,0.02150268852710724
45,,0.0022951557766646147,0.24515636265277863,0.03984130173921585,0.001123493304476142,0.15452682971954346,0.02125265635550022
46,,0.002347279340028763,0.24879330396652222,0.03974128141999245,0.001153619959950447,0.15810327231884003,0.021752718836069107
47,,0.0022604658734053373,0.2468133419752121,0.038874439895153046,0.0010692328214645386,0.14881010353565216,0.020752593874931335
48,,0.0023541883565485477,0.2514094114303589,0.03970794007182121,0.0010731193469837308,0.15140323340892792,0.02125265635550022
49,,0.002237729961052537,0.23972810804843903,0.037807561457157135,0.001027031452395022,0.14390712976455688,0.019877484068274498
50,,0.0022488038521260023,0.23722922801971436,0.038507699966430664,0.001040404080413282,0.15122149884700775,0.020377546548843384
51,,0.002173297805711627,0.23345276713371277,0.036874040961265564,0.0010373573750257492,0.14884960651397705,0.02000250108540058
52,,0.0021394602954387665,0.22671552002429962,0.03757418319582939,0.0009997953893616796,0.14597108960151672,0.019377421587705612
53,,0.002116397488862276,0.22570310533046722,0.037174101918935776,0.0010234001092612743,0.14406511187553406,0.02000250108540058
54,,0.0019706659950315952,0.21836139261722565,0.03547376021742821,0.0009971688268706203,0.14329208433628082,0.019502438604831696
3750,0.0005,,,,,,
7500,0.0005,,,,,,
11250,0.0005,,,,,,
15000,0.0005,,,,,,
18750,0.0005,,,,,,
22500,0.0005,,,,,,
26250,0.0005,,,,,,
30000,0.0005,,,,,,
33750,0.0005,,,,,,
37500,0.0005,,,,,,
41250,0.0005,,,,,,
45000,0.0005,,,,,,
48750,0.0005,,,,,,
52500,0.0005,,,,,,
56250,0.0005,,,,,,
60000,0.0005,,,,,,
63750,0.0005,,,,,,
67500,0.0005,,,,,,
71250,0.0005,,,,,,
75000,0.0005,,,,,,
78750,0.0005,,,,,,
82500,0.0005,,,,,,
86250,0.0005,,,,,,
90000,5e-05,,,,,,
93750,5e-05,,,,,,
97500,5e-05,,,,,,
101250,5e-05,,,,,,
105000,5e-05,,,,,,
108750,5e-05,,,,,,
112500,5e-05,,,,,,
116250,5e-05,,,,,,
120000,5e-05,,,,,,
123750,5e-05,,,,,,
127500,5e-05,,,,,,
131250,5e-05,,,,,,
135000,5e-05,,,,,,
138750,5e-05,,,,,,
142500,5e-05,,,,,,
146250,5e-05,,,,,,
150000,5e-05,,,,,,
153750,5e-05,,,,,,
157500,5e-05,,,,,,
161250,5e-05,,,,,,
165000,5e-05,,,,,,
168750,5e-05,,,,,,
172500,5e-05,,,,,,
176250,5e-05,,,,,,
180000,5e-05,,,,,,
183750,5e-05,,,,,,
187500,5e-05,,,,,,
191250,5e-05,,,,,,
195000,5e-05,,,,,,
198750,5e-05,,,,,,
202500,5e-05,,,,,,
206250,5e-05,,,,,,