step,epoch,train_loss,eval_loss,eval_wer,eval_cer,learning_rate,grad_norm
200,0.09107468123861566,1.9158,1.5851340293884277,0.7679283837695826,0.2527035623409669,1.1306818181818183e-05,90.0
400,0.18214936247723132,0.2754,0.5047256946563721,0.3790016541792352,0.09541984732824428,1.994539962825279e-05,8.375
600,0.273224043715847,0.2056,0.37551623582839966,0.3017417534299893,0.07522264631043257,1.9713057620817845e-05,7.0
800,0.36429872495446264,0.1508,0.32048648595809937,0.25746813272355745,0.06060927339553294,1.9480715613382902e-05,5.40625
1000,0.4553734061930783,0.1193,0.2936948835849762,0.24423469884207455,0.05880689850155499,1.9248373605947956e-05,7.34375
1200,0.546448087431694,0.1207,0.28327372670173645,0.23314196750024327,0.054707379134860054,1.9016031598513013e-05,5.90625
1400,0.6375227686703097,0.1156,0.2641620934009552,0.22263306412377154,0.05124399208368674,1.878368959107807e-05,6.03125
1600,0.7285974499089253,0.0874,0.2506953775882721,0.20531283448477183,0.04723282442748092,1.8551347583643124e-05,3.4375
1800,0.819672131147541,0.0909,0.24877724051475525,0.19694463364795173,0.04732117613797003,1.831900557620818e-05,5.3125
2000,0.9107468123861566,0.0897,0.25173020362854004,0.20005838279653596,0.0469147582697201,1.8086663568773235e-05,5.46875
2200,1.0018214936247722,0.0499,0.24109432101249695,0.189841393402744,0.04297427198190557,1.7854321561338292e-05,4.53125
2400,1.092896174863388,0.0346,0.24400170147418976,0.1828354578184295,0.04210842521911224,1.762197955390335e-05,5.09375
2600,1.1839708561020037,0.0506,0.24627217650413513,0.19256592390775518,0.04440556969182923,1.7389637546468403e-05,5.1875
2800,1.2750455373406193,0.0384,0.25329267978668213,0.19081444001167655,0.04429954763924229,1.7157295539033457e-05,4.8125
3000,1.366120218579235,0.0339,0.2554246783256531,0.18818721416755863,0.042638535482046935,1.6924953531598514e-05,3.859375
3200,1.4571948998178508,0.028,0.2576960027217865,0.18614381628880022,0.04332767882386203,1.669261152416357e-05,4.3125
3400,1.5482695810564664,0.0316,0.25433316826820374,0.1833219811228958,0.04219677692960136,1.6460269516728625e-05,6.46875
3600,1.639344262295082,0.0226,0.2545529007911682,0.18079205993967112,0.04127791914051456,1.6227927509293682e-05,1.6171875
3800,1.7304189435336976,0.0278,0.2602461576461792,0.18050014595699135,0.041755018377155784,1.5995585501858736e-05,3.234375
4000,1.8214936247723132,0.02,0.26367565989494324,0.18030553663520482,0.04143695221939497,1.5763243494423793e-05,3.6875
4200,1.9125683060109289,0.019,0.26290395855903625,0.17758100613019365,0.040040995193666946,1.553090148698885e-05,5.21875
4400,2.0036429872495445,0.0121,0.2687840759754181,0.18234893451396322,0.041118886061634156,1.5298559479553904e-05,3.03125
4600,2.09471766848816,0.0099,0.28322264552116394,0.18186241120949692,0.04179035906135143,1.506621747211896e-05,3.296875
4800,2.185792349726776,0.0117,0.28142786026000977,0.18166780188771042,0.04101286400904722,1.4833875464684015e-05,6.5
5000,2.276867030965392,0.0093,0.2841794788837433,0.17728909214751387,0.04232046932428612,1.460153345724907e-05,3.625
5200,2.3679417122040074,0.0089,0.28755998611450195,0.18030553663520482,0.042143765903307887,1.4369191449814128e-05,1.4375
5400,2.459016393442623,0.0107,0.28137144446372986,0.17806752943465992,0.0416136556403732,1.4136849442379183e-05,1.6328125
5600,2.5500910746812386,0.0079,0.2830536365509033,0.17242385910285102,0.039245829799264914,1.3904507434944239e-05,1.4609375
5800,2.6411657559198543,0.0064,0.29265183210372925,0.17582952223411502,0.03951088493073226,1.3672165427509294e-05,4.53125
6000,2.73224043715847,0.0111,0.29261109232902527,0.1763160455385813,0.039846621430590895,1.3439823420074351e-05,7.40625
6200,2.8233151183970855,0.005,0.29631656408309937,0.17719178748662062,0.041154226745829796,1.3207481412639407e-05,1.0703125
6400,2.9143897996357016,0.005,0.2934575378894806,0.1727157730855308,0.03959923664122137,1.2975139405204462e-05,0.9609375
6600,3.0054644808743167,0.0025,0.299519807100296,0.17057507054587914,0.039033785694091036,1.2742797397769518e-05,0.80859375
6800,3.096539162112933,0.0031,0.30898478627204895,0.17320229638999707,0.039422533220243146,1.2510455390334573e-05,0.8359375
7000,3.1876138433515484,0.0036,0.30936485528945923,0.17174272647659822,0.039245829799264914,1.227811338289963e-05,0.48046875
7200,3.278688524590164,0.0055,0.31130650639533997,0.17281307774642404,0.03986429177268872,1.2045771375464686e-05,1.0859375
7400,3.3697632058287796,0.0035,0.3116256594657898,0.17320229638999707,0.03945787390443879,1.1813429368029741e-05,0.30078125
7600,3.4608378870673953,0.0049,0.31276553869247437,0.16950471927605332,0.03896310432569974,1.1581087360594797e-05,1.9921875
7800,3.551912568306011,0.0036,0.31109902262687683,0.17193733579838474,0.039952643483177834,1.1348745353159852e-05,2.765625
8000,3.6429872495446265,0.0021,0.3138197064399719,0.17222924978106452,0.039033785694091036,1.111640334572491e-05,0.3671875
8200,3.734061930783242,0.0039,0.30957308411598206,0.17125620317213194,0.038415323720667235,1.0884061338289965e-05,0.6171875
8400,3.8251366120218577,0.0031,0.3159758746623993,0.17154811715481172,0.03898077466779757,1.065171933085502e-05,1.3125
8600,3.9162112932604733,0.0017,0.31316229701042175,0.17398073367714315,0.039122137404580155,1.0419377323420074e-05,0.5625
8800,4.007285974499089,0.0016,0.3194322884082794,0.17057507054587914,0.03905145603618886,1.018703531598513e-05,0.24609375
9000,4.098360655737705,0.0024,0.32140469551086426,0.1725211637637443,0.03899844500989539,9.954693308550186e-06,0.166015625
9200,4.18943533697632,0.0017,0.3216535449028015,0.17320229638999707,0.0396169069833192,9.722351301115242e-06,2.453125
9400,4.280510018214937,0.0012,0.32624927163124084,0.17291038240731732,0.03949321458863444,9.490009293680297e-06,0.265625
9600,4.371584699453552,0.0018,0.32307350635528564,0.17261846842463754,0.03917514843087362,9.257667286245355e-06,0.255859375
9800,4.462659380692168,0.0013,0.32603511214256287,0.1761214362167948,0.04007633587786259,9.02532527881041e-06,0.51171875
10000,4.553734061930784,0.0012,0.3224208652973175,0.1725211637637443,0.039139807746677975,8.792983271375465e-06,0.1689453125
10200,4.644808743169399,0.0016,0.326160192489624,0.1740780383380364,0.03975826972010178,8.560641263940521e-06,0.65625
10400,4.735883424408015,0.0012,0.3245701193809509,0.17456456164250267,0.039740599378003956,8.328299256505576e-06,0.2314453125
10600,4.82695810564663,0.0011,0.32770153880119324,0.1725211637637443,0.03919281877297145,8.095957249070634e-06,0.1630859375
10800,4.918032786885246,0.002,0.32612282037734985,0.17466186630339595,0.03966991800961266,7.863615241635687e-06,2.859375
11000,5.009107468123862,0.0011,0.32677528262138367,0.17261846842463754,0.03936952219394967,7.631273234200744e-06,0.58984375
11200,5.100182149362477,0.0017,0.3292091190814972,0.1727157730855308,0.03928117048346056,7.3989312267658e-06,0.46484375
11400,5.191256830601093,0.0011,0.3290240168571472,0.17310499172910382,0.039740599378003956,7.166589219330855e-06,0.142578125
11600,5.2823315118397085,0.0011,0.32947298884391785,0.17164542181570497,0.03935185185185185,6.934247211895912e-06,0.271484375
11800,5.373406193078324,0.0011,0.32999151945114136,0.1725211637637443,0.039139807746677975,6.701905204460966e-06,0.435546875
12000,5.46448087431694,0.0011,0.33000317215919495,0.1718400311374915,0.03945787390443879,6.4695631970260235e-06,0.361328125
12200,5.555555555555555,0.0012,0.3291311264038086,0.17291038240731732,0.03963457732541702,6.237221189591078e-06,0.2890625
12400,5.646630236794171,0.0011,0.3295150101184845,0.1725211637637443,0.03921048911506927,6.004879182156134e-06,0.275390625
12600,5.737704918032787,0.0012,0.3286232650279999,0.1727157730855308,0.03882174158891716,5.77253717472119e-06,0.4453125
12800,5.828779599271402,0.0013,0.33027470111846924,0.172034640459278,0.0391574780887758,5.540195167286245e-06,0.244140625
13000,5.919854280510018,0.0018,0.32908928394317627,0.17242385910285102,0.03945787390443879,5.307853159851302e-06,0.5546875
13200,6.0109289617486334,0.0011,0.3308367431163788,0.17222924978106452,0.039245829799264914,5.075511152416357e-06,0.1826171875
13400,6.10200364298725,0.0012,0.33065110445022583,0.17291038240731732,0.03919281877297145,4.8431691449814125e-06,0.298828125
13600,6.193078324225866,0.001,0.33174842596054077,0.1725211637637443,0.03968758835171049,4.610827137546469e-06,0.5234375
13800,6.284153005464481,0.0012,0.3316987454891205,0.17213194512017124,0.03958156629912355,4.378485130111524e-06,0.140625
14000,6.375227686703097,0.0012,0.3307287395000458,0.17213194512017124,0.03917514843087362,4.146143122676581e-06,0.435546875
14200,6.466302367941712,0.0012,0.3310902416706085,0.17261846842463754,0.03929884082555838,3.913801115241636e-06,0.341796875
14400,6.557377049180328,0.0011,0.3315528631210327,0.17242385910285102,0.03988196211478654,3.681459107806692e-06,0.1865234375
14600,6.648451730418944,0.001,0.3307744860649109,0.17300768706821057,0.03935185185185185,3.449117100371748e-06,0.25
14800,6.739526411657559,0.0013,0.33114093542099,0.17222924978106452,0.03922815945716709,3.216775092936803e-06,0.265625
15000,6.830601092896175,0.001,0.33201372623443604,0.17145081249391847,0.03947554424653661,2.9844330855018588e-06,0.1669921875
15200,6.9216757741347905,0.001,0.33070772886276245,0.17281307774642404,0.03929884082555838,2.7520910780669147e-06,0.1845703125
15400,7.012750455373406,0.0011,0.3308486044406891,0.17320229638999707,0.03906912637828668,2.5197490706319705e-06,0.2197265625
15600,7.103825136612022,0.0011,0.3304750621318817,0.17261846842463754,0.03921048911506927,2.2874070631970264e-06,0.2080078125
15800,7.194899817850637,0.0011,0.3317001461982727,0.17291038240731732,0.0391574780887758,2.055065055762082e-06,0.333984375
16000,7.285974499089253,0.0011,0.33163440227508545,0.17222924978106452,0.039263500141362734,1.8227230483271378e-06,0.42578125
16200,7.377049180327869,0.001,0.33120372891426086,0.17320229638999707,0.03928117048346056,1.5903810408921935e-06,0.2060546875
16400,7.468123861566484,0.0011,0.3313813805580139,0.17300768706821057,0.039422533220243146,1.3580390334572491e-06,0.61328125
16600,7.5591985428051,0.001,0.33127519488334656,0.17378612435535662,0.03931651116765621,1.125697026022305e-06,0.177734375
16800,7.6502732240437155,0.001,0.3312854766845703,0.17291038240731732,0.03917514843087362,8.933550185873607e-07,0.212890625
17000,7.741347905282332,0.001,0.3309607207775116,0.17193733579838474,0.03898077466779757,6.610130111524165e-07,0.234375
17200,7.832422586520947,0.0009,0.3306255638599396,0.1740780383380364,0.0397759400621996,4.286710037174722e-07,0.1533203125
17400,7.923497267759563,0.0011,0.3309183120727539,0.17261846842463754,0.039139807746677975,1.9632899628252792e-07,0.1826171875