{ "best_metric": 0.9235026926819592, "best_model_checkpoint": "./models/bart-base-spelling-nl/checkpoint-18000", "epoch": 1.9998254717297765, "global_step": 18620, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 0.00029983888292158965, "loss": 3.3995, "step": 10 }, { "epoch": 0.0, "learning_rate": 0.0002996777658431794, "loss": 1.3033, "step": 20 }, { "epoch": 0.0, "learning_rate": 0.00029951664876476906, "loss": 0.9799, "step": 30 }, { "epoch": 0.0, "learning_rate": 0.00029935553168635874, "loss": 0.8155, "step": 40 }, { "epoch": 0.01, "learning_rate": 0.0002991944146079484, "loss": 0.7491, "step": 50 }, { "epoch": 0.01, "learning_rate": 0.0002990332975295381, "loss": 0.6689, "step": 60 }, { "epoch": 0.01, "learning_rate": 0.0002988721804511278, "loss": 0.6257, "step": 70 }, { "epoch": 0.01, "learning_rate": 0.0002987110633727175, "loss": 0.5962, "step": 80 }, { "epoch": 0.01, "learning_rate": 0.0002985499462943072, "loss": 0.5594, "step": 90 }, { "epoch": 0.01, "learning_rate": 0.00029838882921589686, "loss": 0.5641, "step": 100 }, { "epoch": 0.01, "learning_rate": 0.00029822771213748654, "loss": 0.528, "step": 110 }, { "epoch": 0.01, "learning_rate": 0.0002980665950590762, "loss": 0.4985, "step": 120 }, { "epoch": 0.01, "learning_rate": 0.0002979054779806659, "loss": 0.4914, "step": 130 }, { "epoch": 0.02, "learning_rate": 0.0002977443609022556, "loss": 0.4723, "step": 140 }, { "epoch": 0.02, "learning_rate": 0.0002975832438238453, "loss": 0.4396, "step": 150 }, { "epoch": 0.02, "learning_rate": 0.000297422126745435, "loss": 0.4234, "step": 160 }, { "epoch": 0.02, "learning_rate": 0.00029726100966702467, "loss": 0.4096, "step": 170 }, { "epoch": 0.02, "learning_rate": 0.0002970998925886144, "loss": 0.4114, "step": 180 }, { "epoch": 0.02, "learning_rate": 0.0002969387755102041, "loss": 0.3845, "step": 190 }, { "epoch": 0.02, "learning_rate": 0.00029677765843179376, "loss": 0.391, "step": 200 }, { "epoch": 0.02, "learning_rate": 0.00029661654135338343, "loss": 0.3617, "step": 210 }, { "epoch": 0.02, "learning_rate": 0.0002964554242749731, "loss": 0.3666, "step": 220 }, { "epoch": 0.02, "learning_rate": 0.0002962943071965628, "loss": 0.3587, "step": 230 }, { "epoch": 0.03, "learning_rate": 0.0002961331901181525, "loss": 0.3373, "step": 240 }, { "epoch": 0.03, "learning_rate": 0.0002959720730397422, "loss": 0.3485, "step": 250 }, { "epoch": 0.03, "learning_rate": 0.0002958109559613319, "loss": 0.3216, "step": 260 }, { "epoch": 0.03, "learning_rate": 0.00029564983888292156, "loss": 0.312, "step": 270 }, { "epoch": 0.03, "learning_rate": 0.00029548872180451124, "loss": 0.31, "step": 280 }, { "epoch": 0.03, "learning_rate": 0.0002953276047261009, "loss": 0.3065, "step": 290 }, { "epoch": 0.03, "learning_rate": 0.00029516648764769065, "loss": 0.3132, "step": 300 }, { "epoch": 0.03, "learning_rate": 0.0002950053705692803, "loss": 0.2903, "step": 310 }, { "epoch": 0.03, "learning_rate": 0.00029484425349087, "loss": 0.2843, "step": 320 }, { "epoch": 0.04, "learning_rate": 0.00029468313641245974, "loss": 0.2673, "step": 330 }, { "epoch": 0.04, "learning_rate": 0.00029452201933404936, "loss": 0.2844, "step": 340 }, { "epoch": 0.04, "learning_rate": 0.00029436090225563904, "loss": 0.2661, "step": 350 }, { "epoch": 0.04, "learning_rate": 0.00029419978517722877, "loss": 0.2634, "step": 360 }, { "epoch": 0.04, "learning_rate": 0.00029403866809881845, "loss": 0.2632, "step": 370 }, { "epoch": 0.04, "learning_rate": 0.0002938775510204081, "loss": 0.2609, "step": 380 }, { "epoch": 0.04, "learning_rate": 0.00029371643394199786, "loss": 0.2575, "step": 390 }, { "epoch": 0.04, "learning_rate": 0.00029355531686358754, "loss": 0.2638, "step": 400 }, { "epoch": 0.04, "learning_rate": 0.0002933941997851772, "loss": 0.2723, "step": 410 }, { "epoch": 0.05, "learning_rate": 0.0002932330827067669, "loss": 0.2607, "step": 420 }, { "epoch": 0.05, "learning_rate": 0.00029307196562835657, "loss": 0.2553, "step": 430 }, { "epoch": 0.05, "learning_rate": 0.00029291084854994625, "loss": 0.2455, "step": 440 }, { "epoch": 0.05, "learning_rate": 0.00029274973147153593, "loss": 0.2255, "step": 450 }, { "epoch": 0.05, "learning_rate": 0.00029258861439312566, "loss": 0.2303, "step": 460 }, { "epoch": 0.05, "learning_rate": 0.00029242749731471534, "loss": 0.2274, "step": 470 }, { "epoch": 0.05, "learning_rate": 0.000292266380236305, "loss": 0.229, "step": 480 }, { "epoch": 0.05, "learning_rate": 0.0002921052631578947, "loss": 0.2394, "step": 490 }, { "epoch": 0.05, "learning_rate": 0.0002919441460794844, "loss": 0.2418, "step": 500 }, { "epoch": 0.05, "learning_rate": 0.00029178302900107405, "loss": 0.2087, "step": 510 }, { "epoch": 0.06, "learning_rate": 0.0002916219119226638, "loss": 0.2234, "step": 520 }, { "epoch": 0.06, "learning_rate": 0.00029146079484425346, "loss": 0.2128, "step": 530 }, { "epoch": 0.06, "learning_rate": 0.00029129967776584314, "loss": 0.206, "step": 540 }, { "epoch": 0.06, "learning_rate": 0.0002911385606874329, "loss": 0.223, "step": 550 }, { "epoch": 0.06, "learning_rate": 0.00029097744360902255, "loss": 0.218, "step": 560 }, { "epoch": 0.06, "learning_rate": 0.00029081632653061223, "loss": 0.1962, "step": 570 }, { "epoch": 0.06, "learning_rate": 0.0002906552094522019, "loss": 0.1958, "step": 580 }, { "epoch": 0.06, "learning_rate": 0.0002904940923737916, "loss": 0.1971, "step": 590 }, { "epoch": 0.06, "learning_rate": 0.00029033297529538126, "loss": 0.2048, "step": 600 }, { "epoch": 0.07, "learning_rate": 0.000290171858216971, "loss": 0.1772, "step": 610 }, { "epoch": 0.07, "learning_rate": 0.0002900107411385607, "loss": 0.2031, "step": 620 }, { "epoch": 0.07, "learning_rate": 0.00028984962406015035, "loss": 0.1767, "step": 630 }, { "epoch": 0.07, "learning_rate": 0.00028968850698174003, "loss": 0.1969, "step": 640 }, { "epoch": 0.07, "learning_rate": 0.0002895273899033297, "loss": 0.1853, "step": 650 }, { "epoch": 0.07, "learning_rate": 0.0002893662728249194, "loss": 0.2021, "step": 660 }, { "epoch": 0.07, "learning_rate": 0.0002892051557465091, "loss": 0.1833, "step": 670 }, { "epoch": 0.07, "learning_rate": 0.0002890440386680988, "loss": 0.1677, "step": 680 }, { "epoch": 0.07, "learning_rate": 0.0002888829215896885, "loss": 0.1773, "step": 690 }, { "epoch": 0.08, "learning_rate": 0.00028872180451127816, "loss": 0.169, "step": 700 }, { "epoch": 0.08, "learning_rate": 0.0002885606874328679, "loss": 0.1727, "step": 710 }, { "epoch": 0.08, "learning_rate": 0.00028839957035445757, "loss": 0.1679, "step": 720 }, { "epoch": 0.08, "learning_rate": 0.00028823845327604724, "loss": 0.1702, "step": 730 }, { "epoch": 0.08, "learning_rate": 0.0002880773361976369, "loss": 0.183, "step": 740 }, { "epoch": 0.08, "learning_rate": 0.0002879162191192266, "loss": 0.1653, "step": 750 }, { "epoch": 0.08, "learning_rate": 0.0002877551020408163, "loss": 0.1816, "step": 760 }, { "epoch": 0.08, "learning_rate": 0.000287593984962406, "loss": 0.1666, "step": 770 }, { "epoch": 0.08, "learning_rate": 0.0002874328678839957, "loss": 0.1701, "step": 780 }, { "epoch": 0.08, "learning_rate": 0.00028727175080558537, "loss": 0.1685, "step": 790 }, { "epoch": 0.09, "learning_rate": 0.00028711063372717505, "loss": 0.1598, "step": 800 }, { "epoch": 0.09, "learning_rate": 0.0002869495166487647, "loss": 0.1671, "step": 810 }, { "epoch": 0.09, "learning_rate": 0.0002867883995703544, "loss": 0.1749, "step": 820 }, { "epoch": 0.09, "learning_rate": 0.00028662728249194414, "loss": 0.1565, "step": 830 }, { "epoch": 0.09, "learning_rate": 0.0002864661654135338, "loss": 0.1806, "step": 840 }, { "epoch": 0.09, "learning_rate": 0.0002863050483351235, "loss": 0.1769, "step": 850 }, { "epoch": 0.09, "learning_rate": 0.0002861439312567132, "loss": 0.1533, "step": 860 }, { "epoch": 0.09, "learning_rate": 0.0002859828141783029, "loss": 0.1618, "step": 870 }, { "epoch": 0.09, "learning_rate": 0.0002858216970998926, "loss": 0.1711, "step": 880 }, { "epoch": 0.1, "learning_rate": 0.00028566058002148226, "loss": 0.1572, "step": 890 }, { "epoch": 0.1, "learning_rate": 0.00028549946294307194, "loss": 0.1529, "step": 900 }, { "epoch": 0.1, "learning_rate": 0.0002853383458646616, "loss": 0.1694, "step": 910 }, { "epoch": 0.1, "learning_rate": 0.00028517722878625135, "loss": 0.1399, "step": 920 }, { "epoch": 0.1, "learning_rate": 0.000285016111707841, "loss": 0.1515, "step": 930 }, { "epoch": 0.1, "learning_rate": 0.0002848549946294307, "loss": 0.1526, "step": 940 }, { "epoch": 0.1, "learning_rate": 0.0002846938775510204, "loss": 0.1528, "step": 950 }, { "epoch": 0.1, "learning_rate": 0.00028453276047261006, "loss": 0.1499, "step": 960 }, { "epoch": 0.1, "learning_rate": 0.00028437164339419974, "loss": 0.1633, "step": 970 }, { "epoch": 0.11, "learning_rate": 0.0002842105263157894, "loss": 0.1453, "step": 980 }, { "epoch": 0.11, "learning_rate": 0.00028404940923737915, "loss": 0.1434, "step": 990 }, { "epoch": 0.11, "learning_rate": 0.00028388829215896883, "loss": 0.1617, "step": 1000 }, { "epoch": 0.11, "eval_cer": 0.9240525162766596, "eval_loss": 0.09863634407520294, "eval_runtime": 119.1412, "eval_samples_per_second": 16.77, "eval_steps_per_second": 4.197, "step": 1000 }, { "epoch": 0.11, "learning_rate": 0.0002837271750805585, "loss": 0.1476, "step": 1010 }, { "epoch": 0.11, "learning_rate": 0.0002835660580021482, "loss": 0.1549, "step": 1020 }, { "epoch": 0.11, "learning_rate": 0.00028340494092373786, "loss": 0.1531, "step": 1030 }, { "epoch": 0.11, "learning_rate": 0.00028324382384532754, "loss": 0.1462, "step": 1040 }, { "epoch": 0.11, "learning_rate": 0.0002830827067669173, "loss": 0.1269, "step": 1050 }, { "epoch": 0.11, "learning_rate": 0.00028292158968850695, "loss": 0.1414, "step": 1060 }, { "epoch": 0.11, "learning_rate": 0.00028276047261009663, "loss": 0.1357, "step": 1070 }, { "epoch": 0.12, "learning_rate": 0.00028259935553168636, "loss": 0.1336, "step": 1080 }, { "epoch": 0.12, "learning_rate": 0.00028243823845327604, "loss": 0.1358, "step": 1090 }, { "epoch": 0.12, "learning_rate": 0.0002822771213748657, "loss": 0.1354, "step": 1100 }, { "epoch": 0.12, "learning_rate": 0.0002821160042964554, "loss": 0.1385, "step": 1110 }, { "epoch": 0.12, "learning_rate": 0.0002819548872180451, "loss": 0.1426, "step": 1120 }, { "epoch": 0.12, "learning_rate": 0.00028179377013963475, "loss": 0.1369, "step": 1130 }, { "epoch": 0.12, "learning_rate": 0.0002816326530612245, "loss": 0.1422, "step": 1140 }, { "epoch": 0.12, "learning_rate": 0.00028147153598281416, "loss": 0.1173, "step": 1150 }, { "epoch": 0.12, "learning_rate": 0.00028131041890440384, "loss": 0.1344, "step": 1160 }, { "epoch": 0.13, "learning_rate": 0.0002811493018259935, "loss": 0.1308, "step": 1170 }, { "epoch": 0.13, "learning_rate": 0.0002809881847475832, "loss": 0.125, "step": 1180 }, { "epoch": 0.13, "learning_rate": 0.0002808270676691729, "loss": 0.1329, "step": 1190 }, { "epoch": 0.13, "learning_rate": 0.0002806659505907626, "loss": 0.1316, "step": 1200 }, { "epoch": 0.13, "learning_rate": 0.0002805048335123523, "loss": 0.1369, "step": 1210 }, { "epoch": 0.13, "learning_rate": 0.00028034371643394197, "loss": 0.1274, "step": 1220 }, { "epoch": 0.13, "learning_rate": 0.0002801825993555317, "loss": 0.1411, "step": 1230 }, { "epoch": 0.13, "learning_rate": 0.0002800214822771214, "loss": 0.1387, "step": 1240 }, { "epoch": 0.13, "learning_rate": 0.00027986036519871106, "loss": 0.1367, "step": 1250 }, { "epoch": 0.14, "learning_rate": 0.00027969924812030073, "loss": 0.1264, "step": 1260 }, { "epoch": 0.14, "learning_rate": 0.0002795381310418904, "loss": 0.1392, "step": 1270 }, { "epoch": 0.14, "learning_rate": 0.0002793770139634801, "loss": 0.1539, "step": 1280 }, { "epoch": 0.14, "learning_rate": 0.00027921589688506977, "loss": 0.1337, "step": 1290 }, { "epoch": 0.14, "learning_rate": 0.0002790547798066595, "loss": 0.127, "step": 1300 }, { "epoch": 0.14, "learning_rate": 0.0002788936627282492, "loss": 0.131, "step": 1310 }, { "epoch": 0.14, "learning_rate": 0.00027873254564983886, "loss": 0.13, "step": 1320 }, { "epoch": 0.14, "learning_rate": 0.00027857142857142854, "loss": 0.1284, "step": 1330 }, { "epoch": 0.14, "learning_rate": 0.0002784103114930182, "loss": 0.134, "step": 1340 }, { "epoch": 0.14, "learning_rate": 0.0002782491944146079, "loss": 0.1252, "step": 1350 }, { "epoch": 0.15, "learning_rate": 0.0002780880773361976, "loss": 0.129, "step": 1360 }, { "epoch": 0.15, "learning_rate": 0.0002779269602577873, "loss": 0.1209, "step": 1370 }, { "epoch": 0.15, "learning_rate": 0.000277765843179377, "loss": 0.1267, "step": 1380 }, { "epoch": 0.15, "learning_rate": 0.0002776047261009667, "loss": 0.1292, "step": 1390 }, { "epoch": 0.15, "learning_rate": 0.0002774436090225564, "loss": 0.1247, "step": 1400 }, { "epoch": 0.15, "learning_rate": 0.00027728249194414607, "loss": 0.1347, "step": 1410 }, { "epoch": 0.15, "learning_rate": 0.00027712137486573575, "loss": 0.1298, "step": 1420 }, { "epoch": 0.15, "learning_rate": 0.0002769602577873254, "loss": 0.1339, "step": 1430 }, { "epoch": 0.15, "learning_rate": 0.0002767991407089151, "loss": 0.1212, "step": 1440 }, { "epoch": 0.16, "learning_rate": 0.00027663802363050484, "loss": 0.1208, "step": 1450 }, { "epoch": 0.16, "learning_rate": 0.0002764769065520945, "loss": 0.1383, "step": 1460 }, { "epoch": 0.16, "learning_rate": 0.0002763157894736842, "loss": 0.1338, "step": 1470 }, { "epoch": 0.16, "learning_rate": 0.00027615467239527387, "loss": 0.1332, "step": 1480 }, { "epoch": 0.16, "learning_rate": 0.00027599355531686355, "loss": 0.1183, "step": 1490 }, { "epoch": 0.16, "learning_rate": 0.00027583243823845323, "loss": 0.1165, "step": 1500 }, { "epoch": 0.16, "learning_rate": 0.0002756713211600429, "loss": 0.121, "step": 1510 }, { "epoch": 0.16, "learning_rate": 0.00027551020408163264, "loss": 0.1258, "step": 1520 }, { "epoch": 0.16, "learning_rate": 0.0002753490870032223, "loss": 0.1183, "step": 1530 }, { "epoch": 0.17, "learning_rate": 0.000275187969924812, "loss": 0.1173, "step": 1540 }, { "epoch": 0.17, "learning_rate": 0.00027502685284640173, "loss": 0.1375, "step": 1550 }, { "epoch": 0.17, "learning_rate": 0.0002748657357679914, "loss": 0.1234, "step": 1560 }, { "epoch": 0.17, "learning_rate": 0.0002747046186895811, "loss": 0.1251, "step": 1570 }, { "epoch": 0.17, "learning_rate": 0.00027454350161117076, "loss": 0.1072, "step": 1580 }, { "epoch": 0.17, "learning_rate": 0.00027438238453276044, "loss": 0.1234, "step": 1590 }, { "epoch": 0.17, "learning_rate": 0.0002742212674543501, "loss": 0.1234, "step": 1600 }, { "epoch": 0.17, "learning_rate": 0.00027406015037593985, "loss": 0.1087, "step": 1610 }, { "epoch": 0.17, "learning_rate": 0.00027389903329752953, "loss": 0.1094, "step": 1620 }, { "epoch": 0.18, "learning_rate": 0.0002737379162191192, "loss": 0.1095, "step": 1630 }, { "epoch": 0.18, "learning_rate": 0.0002735767991407089, "loss": 0.122, "step": 1640 }, { "epoch": 0.18, "learning_rate": 0.00027341568206229856, "loss": 0.1001, "step": 1650 }, { "epoch": 0.18, "learning_rate": 0.00027325456498388824, "loss": 0.1097, "step": 1660 }, { "epoch": 0.18, "learning_rate": 0.000273093447905478, "loss": 0.1126, "step": 1670 }, { "epoch": 0.18, "learning_rate": 0.00027293233082706765, "loss": 0.1214, "step": 1680 }, { "epoch": 0.18, "learning_rate": 0.00027277121374865733, "loss": 0.1129, "step": 1690 }, { "epoch": 0.18, "learning_rate": 0.000272610096670247, "loss": 0.1197, "step": 1700 }, { "epoch": 0.18, "learning_rate": 0.0002724489795918367, "loss": 0.1195, "step": 1710 }, { "epoch": 0.18, "learning_rate": 0.00027228786251342637, "loss": 0.113, "step": 1720 }, { "epoch": 0.19, "learning_rate": 0.0002721267454350161, "loss": 0.1124, "step": 1730 }, { "epoch": 0.19, "learning_rate": 0.0002719656283566058, "loss": 0.1193, "step": 1740 }, { "epoch": 0.19, "learning_rate": 0.00027180451127819546, "loss": 0.1131, "step": 1750 }, { "epoch": 0.19, "learning_rate": 0.0002716433941997852, "loss": 0.107, "step": 1760 }, { "epoch": 0.19, "learning_rate": 0.00027148227712137487, "loss": 0.1159, "step": 1770 }, { "epoch": 0.19, "learning_rate": 0.00027132116004296454, "loss": 0.1028, "step": 1780 }, { "epoch": 0.19, "learning_rate": 0.0002711600429645542, "loss": 0.117, "step": 1790 }, { "epoch": 0.19, "learning_rate": 0.0002709989258861439, "loss": 0.1126, "step": 1800 }, { "epoch": 0.19, "learning_rate": 0.0002708378088077336, "loss": 0.0996, "step": 1810 }, { "epoch": 0.2, "learning_rate": 0.00027067669172932326, "loss": 0.1003, "step": 1820 }, { "epoch": 0.2, "learning_rate": 0.000270515574650913, "loss": 0.104, "step": 1830 }, { "epoch": 0.2, "learning_rate": 0.00027035445757250267, "loss": 0.1059, "step": 1840 }, { "epoch": 0.2, "learning_rate": 0.00027019334049409235, "loss": 0.1078, "step": 1850 }, { "epoch": 0.2, "learning_rate": 0.000270032223415682, "loss": 0.1105, "step": 1860 }, { "epoch": 0.2, "learning_rate": 0.0002698711063372717, "loss": 0.0925, "step": 1870 }, { "epoch": 0.2, "learning_rate": 0.0002697099892588614, "loss": 0.1024, "step": 1880 }, { "epoch": 0.2, "learning_rate": 0.0002695488721804511, "loss": 0.0929, "step": 1890 }, { "epoch": 0.2, "learning_rate": 0.0002693877551020408, "loss": 0.101, "step": 1900 }, { "epoch": 0.21, "learning_rate": 0.00026922663802363047, "loss": 0.1105, "step": 1910 }, { "epoch": 0.21, "learning_rate": 0.0002690655209452202, "loss": 0.1156, "step": 1920 }, { "epoch": 0.21, "learning_rate": 0.0002689044038668099, "loss": 0.1042, "step": 1930 }, { "epoch": 0.21, "learning_rate": 0.00026874328678839956, "loss": 0.0993, "step": 1940 }, { "epoch": 0.21, "learning_rate": 0.00026858216970998924, "loss": 0.1004, "step": 1950 }, { "epoch": 0.21, "learning_rate": 0.0002684210526315789, "loss": 0.1021, "step": 1960 }, { "epoch": 0.21, "learning_rate": 0.0002682599355531686, "loss": 0.115, "step": 1970 }, { "epoch": 0.21, "learning_rate": 0.0002680988184747583, "loss": 0.112, "step": 1980 }, { "epoch": 0.21, "learning_rate": 0.000267937701396348, "loss": 0.1057, "step": 1990 }, { "epoch": 0.21, "learning_rate": 0.0002677765843179377, "loss": 0.1326, "step": 2000 }, { "epoch": 0.21, "eval_cer": 0.9240131820848148, "eval_loss": 0.0675765872001648, "eval_runtime": 119.2298, "eval_samples_per_second": 16.758, "eval_steps_per_second": 4.194, "step": 2000 }, { "epoch": 0.22, "learning_rate": 0.00026761546723952736, "loss": 0.1176, "step": 2010 }, { "epoch": 0.22, "learning_rate": 0.00026745435016111704, "loss": 0.111, "step": 2020 }, { "epoch": 0.22, "learning_rate": 0.0002672932330827067, "loss": 0.1068, "step": 2030 }, { "epoch": 0.22, "learning_rate": 0.00026713211600429645, "loss": 0.1056, "step": 2040 }, { "epoch": 0.22, "learning_rate": 0.00026697099892588613, "loss": 0.1058, "step": 2050 }, { "epoch": 0.22, "learning_rate": 0.0002668098818474758, "loss": 0.116, "step": 2060 }, { "epoch": 0.22, "learning_rate": 0.0002666487647690655, "loss": 0.1197, "step": 2070 }, { "epoch": 0.22, "learning_rate": 0.0002664876476906552, "loss": 0.1138, "step": 2080 }, { "epoch": 0.22, "learning_rate": 0.0002663265306122449, "loss": 0.1079, "step": 2090 }, { "epoch": 0.23, "learning_rate": 0.0002661654135338346, "loss": 0.094, "step": 2100 }, { "epoch": 0.23, "learning_rate": 0.00026600429645542425, "loss": 0.0961, "step": 2110 }, { "epoch": 0.23, "learning_rate": 0.00026584317937701393, "loss": 0.1026, "step": 2120 }, { "epoch": 0.23, "learning_rate": 0.0002656820622986036, "loss": 0.1099, "step": 2130 }, { "epoch": 0.23, "learning_rate": 0.00026552094522019334, "loss": 0.1093, "step": 2140 }, { "epoch": 0.23, "learning_rate": 0.000265359828141783, "loss": 0.1048, "step": 2150 }, { "epoch": 0.23, "learning_rate": 0.0002651987110633727, "loss": 0.125, "step": 2160 }, { "epoch": 0.23, "learning_rate": 0.0002650375939849624, "loss": 0.099, "step": 2170 }, { "epoch": 0.23, "learning_rate": 0.00026487647690655205, "loss": 0.1033, "step": 2180 }, { "epoch": 0.24, "learning_rate": 0.00026471535982814173, "loss": 0.0946, "step": 2190 }, { "epoch": 0.24, "learning_rate": 0.00026455424274973146, "loss": 0.1169, "step": 2200 }, { "epoch": 0.24, "learning_rate": 0.00026439312567132114, "loss": 0.0982, "step": 2210 }, { "epoch": 0.24, "learning_rate": 0.0002642320085929108, "loss": 0.1095, "step": 2220 }, { "epoch": 0.24, "learning_rate": 0.00026407089151450055, "loss": 0.1036, "step": 2230 }, { "epoch": 0.24, "learning_rate": 0.00026390977443609023, "loss": 0.0981, "step": 2240 }, { "epoch": 0.24, "learning_rate": 0.00026374865735767986, "loss": 0.1017, "step": 2250 }, { "epoch": 0.24, "learning_rate": 0.0002635875402792696, "loss": 0.1, "step": 2260 }, { "epoch": 0.24, "learning_rate": 0.00026342642320085927, "loss": 0.1098, "step": 2270 }, { "epoch": 0.24, "learning_rate": 0.00026326530612244894, "loss": 0.1094, "step": 2280 }, { "epoch": 0.25, "learning_rate": 0.0002631041890440387, "loss": 0.1027, "step": 2290 }, { "epoch": 0.25, "learning_rate": 0.00026294307196562836, "loss": 0.0903, "step": 2300 }, { "epoch": 0.25, "learning_rate": 0.00026278195488721803, "loss": 0.1128, "step": 2310 }, { "epoch": 0.25, "learning_rate": 0.0002626208378088077, "loss": 0.0984, "step": 2320 }, { "epoch": 0.25, "learning_rate": 0.0002624597207303974, "loss": 0.1024, "step": 2330 }, { "epoch": 0.25, "learning_rate": 0.00026229860365198707, "loss": 0.0926, "step": 2340 }, { "epoch": 0.25, "learning_rate": 0.00026213748657357675, "loss": 0.1096, "step": 2350 }, { "epoch": 0.25, "learning_rate": 0.0002619763694951665, "loss": 0.0965, "step": 2360 }, { "epoch": 0.25, "learning_rate": 0.00026181525241675616, "loss": 0.0932, "step": 2370 }, { "epoch": 0.26, "learning_rate": 0.00026165413533834584, "loss": 0.1009, "step": 2380 }, { "epoch": 0.26, "learning_rate": 0.0002614930182599355, "loss": 0.0993, "step": 2390 }, { "epoch": 0.26, "learning_rate": 0.0002613319011815252, "loss": 0.1002, "step": 2400 }, { "epoch": 0.26, "learning_rate": 0.00026117078410311487, "loss": 0.0904, "step": 2410 }, { "epoch": 0.26, "learning_rate": 0.0002610096670247046, "loss": 0.0951, "step": 2420 }, { "epoch": 0.26, "learning_rate": 0.0002608485499462943, "loss": 0.0888, "step": 2430 }, { "epoch": 0.26, "learning_rate": 0.00026068743286788396, "loss": 0.1052, "step": 2440 }, { "epoch": 0.26, "learning_rate": 0.0002605263157894737, "loss": 0.0986, "step": 2450 }, { "epoch": 0.26, "learning_rate": 0.00026036519871106337, "loss": 0.0931, "step": 2460 }, { "epoch": 0.27, "learning_rate": 0.00026020408163265305, "loss": 0.0978, "step": 2470 }, { "epoch": 0.27, "learning_rate": 0.0002600429645542427, "loss": 0.1049, "step": 2480 }, { "epoch": 0.27, "learning_rate": 0.0002598818474758324, "loss": 0.1014, "step": 2490 }, { "epoch": 0.27, "learning_rate": 0.0002597207303974221, "loss": 0.0893, "step": 2500 }, { "epoch": 0.27, "learning_rate": 0.0002595596133190118, "loss": 0.114, "step": 2510 }, { "epoch": 0.27, "learning_rate": 0.0002593984962406015, "loss": 0.0946, "step": 2520 }, { "epoch": 0.27, "learning_rate": 0.00025923737916219117, "loss": 0.0894, "step": 2530 }, { "epoch": 0.27, "learning_rate": 0.00025907626208378085, "loss": 0.1111, "step": 2540 }, { "epoch": 0.27, "learning_rate": 0.00025891514500537053, "loss": 0.1149, "step": 2550 }, { "epoch": 0.27, "learning_rate": 0.0002587540279269602, "loss": 0.0927, "step": 2560 }, { "epoch": 0.28, "learning_rate": 0.00025859291084854994, "loss": 0.0956, "step": 2570 }, { "epoch": 0.28, "learning_rate": 0.0002584317937701396, "loss": 0.0836, "step": 2580 }, { "epoch": 0.28, "learning_rate": 0.0002582706766917293, "loss": 0.0973, "step": 2590 }, { "epoch": 0.28, "learning_rate": 0.00025810955961331903, "loss": 0.0933, "step": 2600 }, { "epoch": 0.28, "learning_rate": 0.0002579484425349087, "loss": 0.0897, "step": 2610 }, { "epoch": 0.28, "learning_rate": 0.0002577873254564984, "loss": 0.1161, "step": 2620 }, { "epoch": 0.28, "learning_rate": 0.00025762620837808806, "loss": 0.0974, "step": 2630 }, { "epoch": 0.28, "learning_rate": 0.00025746509129967774, "loss": 0.0935, "step": 2640 }, { "epoch": 0.28, "learning_rate": 0.0002573039742212674, "loss": 0.0919, "step": 2650 }, { "epoch": 0.29, "learning_rate": 0.0002571428571428571, "loss": 0.0948, "step": 2660 }, { "epoch": 0.29, "learning_rate": 0.00025698174006444683, "loss": 0.086, "step": 2670 }, { "epoch": 0.29, "learning_rate": 0.0002568206229860365, "loss": 0.0895, "step": 2680 }, { "epoch": 0.29, "learning_rate": 0.0002566595059076262, "loss": 0.0983, "step": 2690 }, { "epoch": 0.29, "learning_rate": 0.00025649838882921586, "loss": 0.0843, "step": 2700 }, { "epoch": 0.29, "learning_rate": 0.00025633727175080554, "loss": 0.0887, "step": 2710 }, { "epoch": 0.29, "learning_rate": 0.0002561761546723952, "loss": 0.1018, "step": 2720 }, { "epoch": 0.29, "learning_rate": 0.00025601503759398495, "loss": 0.0956, "step": 2730 }, { "epoch": 0.29, "learning_rate": 0.00025585392051557463, "loss": 0.0863, "step": 2740 }, { "epoch": 0.3, "learning_rate": 0.0002556928034371643, "loss": 0.0809, "step": 2750 }, { "epoch": 0.3, "learning_rate": 0.00025553168635875404, "loss": 0.0886, "step": 2760 }, { "epoch": 0.3, "learning_rate": 0.0002553705692803437, "loss": 0.0978, "step": 2770 }, { "epoch": 0.3, "learning_rate": 0.0002552094522019334, "loss": 0.1044, "step": 2780 }, { "epoch": 0.3, "learning_rate": 0.0002550483351235231, "loss": 0.0914, "step": 2790 }, { "epoch": 0.3, "learning_rate": 0.00025488721804511276, "loss": 0.0847, "step": 2800 }, { "epoch": 0.3, "learning_rate": 0.00025472610096670243, "loss": 0.0919, "step": 2810 }, { "epoch": 0.3, "learning_rate": 0.00025456498388829217, "loss": 0.108, "step": 2820 }, { "epoch": 0.3, "learning_rate": 0.00025440386680988184, "loss": 0.0873, "step": 2830 }, { "epoch": 0.31, "learning_rate": 0.0002542427497314715, "loss": 0.0965, "step": 2840 }, { "epoch": 0.31, "learning_rate": 0.0002540816326530612, "loss": 0.0886, "step": 2850 }, { "epoch": 0.31, "learning_rate": 0.0002539205155746509, "loss": 0.0848, "step": 2860 }, { "epoch": 0.31, "learning_rate": 0.00025375939849624056, "loss": 0.0786, "step": 2870 }, { "epoch": 0.31, "learning_rate": 0.00025359828141783024, "loss": 0.083, "step": 2880 }, { "epoch": 0.31, "learning_rate": 0.00025343716433941997, "loss": 0.0759, "step": 2890 }, { "epoch": 0.31, "learning_rate": 0.00025327604726100965, "loss": 0.0887, "step": 2900 }, { "epoch": 0.31, "learning_rate": 0.0002531149301825993, "loss": 0.0919, "step": 2910 }, { "epoch": 0.31, "learning_rate": 0.000252953813104189, "loss": 0.0965, "step": 2920 }, { "epoch": 0.31, "learning_rate": 0.0002527926960257787, "loss": 0.0886, "step": 2930 }, { "epoch": 0.32, "learning_rate": 0.00025263157894736836, "loss": 0.0839, "step": 2940 }, { "epoch": 0.32, "learning_rate": 0.0002524704618689581, "loss": 0.0949, "step": 2950 }, { "epoch": 0.32, "learning_rate": 0.00025230934479054777, "loss": 0.093, "step": 2960 }, { "epoch": 0.32, "learning_rate": 0.00025214822771213745, "loss": 0.0813, "step": 2970 }, { "epoch": 0.32, "learning_rate": 0.0002519871106337272, "loss": 0.0924, "step": 2980 }, { "epoch": 0.32, "learning_rate": 0.00025182599355531686, "loss": 0.0928, "step": 2990 }, { "epoch": 0.32, "learning_rate": 0.00025166487647690654, "loss": 0.09, "step": 3000 }, { "epoch": 0.32, "eval_cer": 0.9240704731903279, "eval_loss": 0.05863150954246521, "eval_runtime": 118.8661, "eval_samples_per_second": 16.809, "eval_steps_per_second": 4.206, "step": 3000 }, { "epoch": 0.32, "learning_rate": 0.0002515037593984962, "loss": 0.094, "step": 3010 }, { "epoch": 0.32, "learning_rate": 0.0002513426423200859, "loss": 0.0981, "step": 3020 }, { "epoch": 0.33, "learning_rate": 0.00025118152524167557, "loss": 0.0854, "step": 3030 }, { "epoch": 0.33, "learning_rate": 0.0002510204081632653, "loss": 0.0993, "step": 3040 }, { "epoch": 0.33, "learning_rate": 0.000250859291084855, "loss": 0.0928, "step": 3050 }, { "epoch": 0.33, "learning_rate": 0.00025069817400644466, "loss": 0.0853, "step": 3060 }, { "epoch": 0.33, "learning_rate": 0.00025053705692803434, "loss": 0.0901, "step": 3070 }, { "epoch": 0.33, "learning_rate": 0.000250375939849624, "loss": 0.0957, "step": 3080 }, { "epoch": 0.33, "learning_rate": 0.0002502148227712137, "loss": 0.0904, "step": 3090 }, { "epoch": 0.33, "learning_rate": 0.00025005370569280343, "loss": 0.0836, "step": 3100 }, { "epoch": 0.33, "learning_rate": 0.0002498925886143931, "loss": 0.0792, "step": 3110 }, { "epoch": 0.34, "learning_rate": 0.0002497314715359828, "loss": 0.0761, "step": 3120 }, { "epoch": 0.34, "learning_rate": 0.0002495703544575725, "loss": 0.101, "step": 3130 }, { "epoch": 0.34, "learning_rate": 0.0002494092373791622, "loss": 0.0777, "step": 3140 }, { "epoch": 0.34, "learning_rate": 0.0002492481203007519, "loss": 0.0874, "step": 3150 }, { "epoch": 0.34, "learning_rate": 0.00024908700322234155, "loss": 0.0879, "step": 3160 }, { "epoch": 0.34, "learning_rate": 0.00024892588614393123, "loss": 0.0727, "step": 3170 }, { "epoch": 0.34, "learning_rate": 0.0002487647690655209, "loss": 0.0794, "step": 3180 }, { "epoch": 0.34, "learning_rate": 0.0002486036519871106, "loss": 0.0816, "step": 3190 }, { "epoch": 0.34, "learning_rate": 0.0002484425349087003, "loss": 0.0848, "step": 3200 }, { "epoch": 0.34, "learning_rate": 0.00024828141783029, "loss": 0.084, "step": 3210 }, { "epoch": 0.35, "learning_rate": 0.0002481203007518797, "loss": 0.0887, "step": 3220 }, { "epoch": 0.35, "learning_rate": 0.00024795918367346935, "loss": 0.0887, "step": 3230 }, { "epoch": 0.35, "learning_rate": 0.00024779806659505903, "loss": 0.0836, "step": 3240 }, { "epoch": 0.35, "learning_rate": 0.0002476369495166487, "loss": 0.097, "step": 3250 }, { "epoch": 0.35, "learning_rate": 0.00024747583243823844, "loss": 0.0915, "step": 3260 }, { "epoch": 0.35, "learning_rate": 0.0002473147153598281, "loss": 0.0854, "step": 3270 }, { "epoch": 0.35, "learning_rate": 0.0002471535982814178, "loss": 0.0987, "step": 3280 }, { "epoch": 0.35, "learning_rate": 0.00024699248120300753, "loss": 0.088, "step": 3290 }, { "epoch": 0.35, "learning_rate": 0.0002468313641245972, "loss": 0.0929, "step": 3300 }, { "epoch": 0.36, "learning_rate": 0.0002466702470461869, "loss": 0.09, "step": 3310 }, { "epoch": 0.36, "learning_rate": 0.00024650912996777657, "loss": 0.0871, "step": 3320 }, { "epoch": 0.36, "learning_rate": 0.00024634801288936624, "loss": 0.0821, "step": 3330 }, { "epoch": 0.36, "learning_rate": 0.0002461868958109559, "loss": 0.0961, "step": 3340 }, { "epoch": 0.36, "learning_rate": 0.00024602577873254565, "loss": 0.087, "step": 3350 }, { "epoch": 0.36, "learning_rate": 0.00024586466165413533, "loss": 0.0826, "step": 3360 }, { "epoch": 0.36, "learning_rate": 0.000245703544575725, "loss": 0.0837, "step": 3370 }, { "epoch": 0.36, "learning_rate": 0.0002455424274973147, "loss": 0.0788, "step": 3380 }, { "epoch": 0.36, "learning_rate": 0.00024538131041890437, "loss": 0.0833, "step": 3390 }, { "epoch": 0.37, "learning_rate": 0.00024522019334049405, "loss": 0.0833, "step": 3400 }, { "epoch": 0.37, "learning_rate": 0.0002450590762620838, "loss": 0.091, "step": 3410 }, { "epoch": 0.37, "learning_rate": 0.00024489795918367346, "loss": 0.0968, "step": 3420 }, { "epoch": 0.37, "learning_rate": 0.00024473684210526314, "loss": 0.0886, "step": 3430 }, { "epoch": 0.37, "learning_rate": 0.0002445757250268528, "loss": 0.1, "step": 3440 }, { "epoch": 0.37, "learning_rate": 0.00024441460794844255, "loss": 0.0917, "step": 3450 }, { "epoch": 0.37, "learning_rate": 0.0002442534908700322, "loss": 0.0764, "step": 3460 }, { "epoch": 0.37, "learning_rate": 0.00024409237379162188, "loss": 0.0802, "step": 3470 }, { "epoch": 0.37, "learning_rate": 0.00024393125671321158, "loss": 0.0901, "step": 3480 }, { "epoch": 0.37, "learning_rate": 0.00024377013963480126, "loss": 0.0953, "step": 3490 }, { "epoch": 0.38, "learning_rate": 0.00024360902255639094, "loss": 0.0778, "step": 3500 }, { "epoch": 0.38, "learning_rate": 0.00024344790547798064, "loss": 0.0828, "step": 3510 }, { "epoch": 0.38, "learning_rate": 0.00024328678839957032, "loss": 0.1002, "step": 3520 }, { "epoch": 0.38, "learning_rate": 0.00024312567132116, "loss": 0.0888, "step": 3530 }, { "epoch": 0.38, "learning_rate": 0.00024296455424274973, "loss": 0.0779, "step": 3540 }, { "epoch": 0.38, "learning_rate": 0.0002428034371643394, "loss": 0.0789, "step": 3550 }, { "epoch": 0.38, "learning_rate": 0.0002426423200859291, "loss": 0.0947, "step": 3560 }, { "epoch": 0.38, "learning_rate": 0.0002424812030075188, "loss": 0.078, "step": 3570 }, { "epoch": 0.38, "learning_rate": 0.00024232008592910847, "loss": 0.0945, "step": 3580 }, { "epoch": 0.39, "learning_rate": 0.00024215896885069815, "loss": 0.0784, "step": 3590 }, { "epoch": 0.39, "learning_rate": 0.00024199785177228785, "loss": 0.089, "step": 3600 }, { "epoch": 0.39, "learning_rate": 0.00024183673469387753, "loss": 0.0757, "step": 3610 }, { "epoch": 0.39, "learning_rate": 0.0002416756176154672, "loss": 0.0883, "step": 3620 }, { "epoch": 0.39, "learning_rate": 0.00024151450053705692, "loss": 0.0864, "step": 3630 }, { "epoch": 0.39, "learning_rate": 0.0002413533834586466, "loss": 0.0858, "step": 3640 }, { "epoch": 0.39, "learning_rate": 0.00024119226638023627, "loss": 0.0876, "step": 3650 }, { "epoch": 0.39, "learning_rate": 0.00024103114930182598, "loss": 0.0905, "step": 3660 }, { "epoch": 0.39, "learning_rate": 0.00024087003222341566, "loss": 0.0824, "step": 3670 }, { "epoch": 0.4, "learning_rate": 0.00024070891514500534, "loss": 0.0809, "step": 3680 }, { "epoch": 0.4, "learning_rate": 0.00024054779806659507, "loss": 0.079, "step": 3690 }, { "epoch": 0.4, "learning_rate": 0.00024038668098818472, "loss": 0.0903, "step": 3700 }, { "epoch": 0.4, "learning_rate": 0.0002402255639097744, "loss": 0.0819, "step": 3710 }, { "epoch": 0.4, "learning_rate": 0.00024006444683136408, "loss": 0.1012, "step": 3720 }, { "epoch": 0.4, "learning_rate": 0.0002399033297529538, "loss": 0.0848, "step": 3730 }, { "epoch": 0.4, "learning_rate": 0.00023974221267454349, "loss": 0.1144, "step": 3740 }, { "epoch": 0.4, "learning_rate": 0.00023958109559613316, "loss": 0.0733, "step": 3750 }, { "epoch": 0.4, "learning_rate": 0.00023941997851772287, "loss": 0.0824, "step": 3760 }, { "epoch": 0.4, "learning_rate": 0.00023925886143931255, "loss": 0.0918, "step": 3770 }, { "epoch": 0.41, "learning_rate": 0.00023909774436090223, "loss": 0.0959, "step": 3780 }, { "epoch": 0.41, "learning_rate": 0.00023893662728249193, "loss": 0.0852, "step": 3790 }, { "epoch": 0.41, "learning_rate": 0.0002387755102040816, "loss": 0.073, "step": 3800 }, { "epoch": 0.41, "learning_rate": 0.0002386143931256713, "loss": 0.0795, "step": 3810 }, { "epoch": 0.41, "learning_rate": 0.000238453276047261, "loss": 0.0767, "step": 3820 }, { "epoch": 0.41, "learning_rate": 0.00023829215896885067, "loss": 0.0829, "step": 3830 }, { "epoch": 0.41, "learning_rate": 0.00023813104189044035, "loss": 0.0818, "step": 3840 }, { "epoch": 0.41, "learning_rate": 0.00023796992481203005, "loss": 0.0874, "step": 3850 }, { "epoch": 0.41, "learning_rate": 0.00023780880773361973, "loss": 0.0789, "step": 3860 }, { "epoch": 0.42, "learning_rate": 0.0002376476906552094, "loss": 0.0872, "step": 3870 }, { "epoch": 0.42, "learning_rate": 0.00023748657357679914, "loss": 0.0862, "step": 3880 }, { "epoch": 0.42, "learning_rate": 0.00023732545649838882, "loss": 0.082, "step": 3890 }, { "epoch": 0.42, "learning_rate": 0.0002371643394199785, "loss": 0.0836, "step": 3900 }, { "epoch": 0.42, "learning_rate": 0.0002370032223415682, "loss": 0.0819, "step": 3910 }, { "epoch": 0.42, "learning_rate": 0.00023684210526315788, "loss": 0.0763, "step": 3920 }, { "epoch": 0.42, "learning_rate": 0.00023668098818474756, "loss": 0.0898, "step": 3930 }, { "epoch": 0.42, "learning_rate": 0.00023651987110633727, "loss": 0.0739, "step": 3940 }, { "epoch": 0.42, "learning_rate": 0.00023635875402792695, "loss": 0.0885, "step": 3950 }, { "epoch": 0.43, "learning_rate": 0.00023619763694951662, "loss": 0.0846, "step": 3960 }, { "epoch": 0.43, "learning_rate": 0.00023603651987110633, "loss": 0.0764, "step": 3970 }, { "epoch": 0.43, "learning_rate": 0.000235875402792696, "loss": 0.0748, "step": 3980 }, { "epoch": 0.43, "learning_rate": 0.00023571428571428569, "loss": 0.0763, "step": 3990 }, { "epoch": 0.43, "learning_rate": 0.00023555316863587536, "loss": 0.0891, "step": 4000 }, { "epoch": 0.43, "eval_cer": 0.9239704275284617, "eval_loss": 0.05304262414574623, "eval_runtime": 118.902, "eval_samples_per_second": 16.804, "eval_steps_per_second": 4.205, "step": 4000 }, { "epoch": 0.43, "learning_rate": 0.00023539205155746507, "loss": 0.0696, "step": 4010 }, { "epoch": 0.43, "learning_rate": 0.00023523093447905475, "loss": 0.0851, "step": 4020 }, { "epoch": 0.43, "learning_rate": 0.00023506981740064443, "loss": 0.0877, "step": 4030 }, { "epoch": 0.43, "learning_rate": 0.00023490870032223413, "loss": 0.0833, "step": 4040 }, { "epoch": 0.43, "learning_rate": 0.0002347475832438238, "loss": 0.0859, "step": 4050 }, { "epoch": 0.44, "learning_rate": 0.0002345864661654135, "loss": 0.0736, "step": 4060 }, { "epoch": 0.44, "learning_rate": 0.00023442534908700322, "loss": 0.0787, "step": 4070 }, { "epoch": 0.44, "learning_rate": 0.0002342642320085929, "loss": 0.0854, "step": 4080 }, { "epoch": 0.44, "learning_rate": 0.00023410311493018258, "loss": 0.0832, "step": 4090 }, { "epoch": 0.44, "learning_rate": 0.00023394199785177228, "loss": 0.0869, "step": 4100 }, { "epoch": 0.44, "learning_rate": 0.00023378088077336196, "loss": 0.0737, "step": 4110 }, { "epoch": 0.44, "learning_rate": 0.00023361976369495164, "loss": 0.0882, "step": 4120 }, { "epoch": 0.44, "learning_rate": 0.00023345864661654134, "loss": 0.0832, "step": 4130 }, { "epoch": 0.44, "learning_rate": 0.00023329752953813102, "loss": 0.0879, "step": 4140 }, { "epoch": 0.45, "learning_rate": 0.0002331364124597207, "loss": 0.0808, "step": 4150 }, { "epoch": 0.45, "learning_rate": 0.0002329752953813104, "loss": 0.081, "step": 4160 }, { "epoch": 0.45, "learning_rate": 0.00023281417830290008, "loss": 0.0921, "step": 4170 }, { "epoch": 0.45, "learning_rate": 0.00023265306122448976, "loss": 0.0706, "step": 4180 }, { "epoch": 0.45, "learning_rate": 0.00023249194414607947, "loss": 0.0712, "step": 4190 }, { "epoch": 0.45, "learning_rate": 0.00023233082706766915, "loss": 0.0809, "step": 4200 }, { "epoch": 0.45, "learning_rate": 0.00023216970998925882, "loss": 0.0641, "step": 4210 }, { "epoch": 0.45, "learning_rate": 0.00023200859291084856, "loss": 0.0739, "step": 4220 }, { "epoch": 0.45, "learning_rate": 0.00023184747583243823, "loss": 0.0717, "step": 4230 }, { "epoch": 0.46, "learning_rate": 0.0002316863587540279, "loss": 0.0815, "step": 4240 }, { "epoch": 0.46, "learning_rate": 0.0002315252416756176, "loss": 0.0774, "step": 4250 }, { "epoch": 0.46, "learning_rate": 0.0002313641245972073, "loss": 0.0825, "step": 4260 }, { "epoch": 0.46, "learning_rate": 0.00023120300751879697, "loss": 0.08, "step": 4270 }, { "epoch": 0.46, "learning_rate": 0.00023104189044038665, "loss": 0.0762, "step": 4280 }, { "epoch": 0.46, "learning_rate": 0.00023088077336197636, "loss": 0.072, "step": 4290 }, { "epoch": 0.46, "learning_rate": 0.00023071965628356604, "loss": 0.0966, "step": 4300 }, { "epoch": 0.46, "learning_rate": 0.00023055853920515571, "loss": 0.1086, "step": 4310 }, { "epoch": 0.46, "learning_rate": 0.00023039742212674542, "loss": 0.0917, "step": 4320 }, { "epoch": 0.47, "learning_rate": 0.0002302363050483351, "loss": 0.0904, "step": 4330 }, { "epoch": 0.47, "learning_rate": 0.00023007518796992478, "loss": 0.0793, "step": 4340 }, { "epoch": 0.47, "learning_rate": 0.00022991407089151448, "loss": 0.0804, "step": 4350 }, { "epoch": 0.47, "learning_rate": 0.00022975295381310416, "loss": 0.0774, "step": 4360 }, { "epoch": 0.47, "learning_rate": 0.00022959183673469384, "loss": 0.0797, "step": 4370 }, { "epoch": 0.47, "learning_rate": 0.00022943071965628354, "loss": 0.0821, "step": 4380 }, { "epoch": 0.47, "learning_rate": 0.00022926960257787322, "loss": 0.0712, "step": 4390 }, { "epoch": 0.47, "learning_rate": 0.0002291084854994629, "loss": 0.0787, "step": 4400 }, { "epoch": 0.47, "learning_rate": 0.00022894736842105263, "loss": 0.0774, "step": 4410 }, { "epoch": 0.47, "learning_rate": 0.0002287862513426423, "loss": 0.0749, "step": 4420 }, { "epoch": 0.48, "learning_rate": 0.000228625134264232, "loss": 0.0822, "step": 4430 }, { "epoch": 0.48, "learning_rate": 0.0002284640171858217, "loss": 0.085, "step": 4440 }, { "epoch": 0.48, "learning_rate": 0.00022830290010741137, "loss": 0.0806, "step": 4450 }, { "epoch": 0.48, "learning_rate": 0.00022814178302900105, "loss": 0.0895, "step": 4460 }, { "epoch": 0.48, "learning_rate": 0.00022798066595059076, "loss": 0.0787, "step": 4470 }, { "epoch": 0.48, "learning_rate": 0.00022781954887218043, "loss": 0.0793, "step": 4480 }, { "epoch": 0.48, "learning_rate": 0.0002276584317937701, "loss": 0.0831, "step": 4490 }, { "epoch": 0.48, "learning_rate": 0.00022749731471535982, "loss": 0.0685, "step": 4500 }, { "epoch": 0.48, "learning_rate": 0.0002273361976369495, "loss": 0.0702, "step": 4510 }, { "epoch": 0.49, "learning_rate": 0.00022717508055853917, "loss": 0.0758, "step": 4520 }, { "epoch": 0.49, "learning_rate": 0.00022701396348012885, "loss": 0.0817, "step": 4530 }, { "epoch": 0.49, "learning_rate": 0.00022685284640171856, "loss": 0.0775, "step": 4540 }, { "epoch": 0.49, "learning_rate": 0.00022669172932330824, "loss": 0.0791, "step": 4550 }, { "epoch": 0.49, "learning_rate": 0.00022653061224489791, "loss": 0.0813, "step": 4560 }, { "epoch": 0.49, "learning_rate": 0.00022636949516648765, "loss": 0.0777, "step": 4570 }, { "epoch": 0.49, "learning_rate": 0.00022620837808807733, "loss": 0.0747, "step": 4580 }, { "epoch": 0.49, "learning_rate": 0.000226047261009667, "loss": 0.0696, "step": 4590 }, { "epoch": 0.49, "learning_rate": 0.0002258861439312567, "loss": 0.0847, "step": 4600 }, { "epoch": 0.5, "learning_rate": 0.0002257250268528464, "loss": 0.0699, "step": 4610 }, { "epoch": 0.5, "learning_rate": 0.00022556390977443607, "loss": 0.0784, "step": 4620 }, { "epoch": 0.5, "learning_rate": 0.00022540279269602577, "loss": 0.078, "step": 4630 }, { "epoch": 0.5, "learning_rate": 0.00022524167561761545, "loss": 0.0757, "step": 4640 }, { "epoch": 0.5, "learning_rate": 0.00022508055853920513, "loss": 0.0681, "step": 4650 }, { "epoch": 0.5, "learning_rate": 0.00022491944146079483, "loss": 0.0733, "step": 4660 }, { "epoch": 0.5, "learning_rate": 0.0002247583243823845, "loss": 0.0661, "step": 4670 }, { "epoch": 0.5, "learning_rate": 0.0002245972073039742, "loss": 0.089, "step": 4680 }, { "epoch": 0.5, "learning_rate": 0.0002244360902255639, "loss": 0.0748, "step": 4690 }, { "epoch": 0.5, "learning_rate": 0.00022427497314715357, "loss": 0.0693, "step": 4700 }, { "epoch": 0.51, "learning_rate": 0.00022411385606874325, "loss": 0.0818, "step": 4710 }, { "epoch": 0.51, "learning_rate": 0.00022395273899033296, "loss": 0.0689, "step": 4720 }, { "epoch": 0.51, "learning_rate": 0.00022379162191192263, "loss": 0.0716, "step": 4730 }, { "epoch": 0.51, "learning_rate": 0.0002236305048335123, "loss": 0.0676, "step": 4740 }, { "epoch": 0.51, "learning_rate": 0.00022346938775510205, "loss": 0.0818, "step": 4750 }, { "epoch": 0.51, "learning_rate": 0.00022330827067669172, "loss": 0.0714, "step": 4760 }, { "epoch": 0.51, "learning_rate": 0.0002231471535982814, "loss": 0.0734, "step": 4770 }, { "epoch": 0.51, "learning_rate": 0.0002229860365198711, "loss": 0.0759, "step": 4780 }, { "epoch": 0.51, "learning_rate": 0.00022282491944146079, "loss": 0.0758, "step": 4790 }, { "epoch": 0.52, "learning_rate": 0.00022266380236305046, "loss": 0.0679, "step": 4800 }, { "epoch": 0.52, "learning_rate": 0.00022250268528464014, "loss": 0.0769, "step": 4810 }, { "epoch": 0.52, "learning_rate": 0.00022234156820622985, "loss": 0.0761, "step": 4820 }, { "epoch": 0.52, "learning_rate": 0.00022218045112781953, "loss": 0.0687, "step": 4830 }, { "epoch": 0.52, "learning_rate": 0.0002220193340494092, "loss": 0.0702, "step": 4840 }, { "epoch": 0.52, "learning_rate": 0.0002218582169709989, "loss": 0.0799, "step": 4850 }, { "epoch": 0.52, "learning_rate": 0.0002216970998925886, "loss": 0.0724, "step": 4860 }, { "epoch": 0.52, "learning_rate": 0.00022153598281417827, "loss": 0.07, "step": 4870 }, { "epoch": 0.52, "learning_rate": 0.00022137486573576797, "loss": 0.0616, "step": 4880 }, { "epoch": 0.53, "learning_rate": 0.00022121374865735765, "loss": 0.0659, "step": 4890 }, { "epoch": 0.53, "learning_rate": 0.00022105263157894733, "loss": 0.0778, "step": 4900 }, { "epoch": 0.53, "learning_rate": 0.00022089151450053706, "loss": 0.0668, "step": 4910 }, { "epoch": 0.53, "learning_rate": 0.00022073039742212674, "loss": 0.0748, "step": 4920 }, { "epoch": 0.53, "learning_rate": 0.00022056928034371642, "loss": 0.082, "step": 4930 }, { "epoch": 0.53, "learning_rate": 0.00022040816326530612, "loss": 0.0782, "step": 4940 }, { "epoch": 0.53, "learning_rate": 0.0002202470461868958, "loss": 0.0759, "step": 4950 }, { "epoch": 0.53, "learning_rate": 0.00022008592910848548, "loss": 0.079, "step": 4960 }, { "epoch": 0.53, "learning_rate": 0.00021992481203007518, "loss": 0.0758, "step": 4970 }, { "epoch": 0.53, "learning_rate": 0.00021976369495166486, "loss": 0.0857, "step": 4980 }, { "epoch": 0.54, "learning_rate": 0.00021960257787325454, "loss": 0.079, "step": 4990 }, { "epoch": 0.54, "learning_rate": 0.00021944146079484425, "loss": 0.0753, "step": 5000 }, { "epoch": 0.54, "eval_cer": 0.9239088609673133, "eval_loss": 0.04911934211850166, "eval_runtime": 119.4674, "eval_samples_per_second": 16.724, "eval_steps_per_second": 4.185, "step": 5000 }, { "epoch": 0.54, "learning_rate": 0.00021928034371643392, "loss": 0.0798, "step": 5010 }, { "epoch": 0.54, "learning_rate": 0.0002191192266380236, "loss": 0.0665, "step": 5020 }, { "epoch": 0.54, "learning_rate": 0.0002189581095596133, "loss": 0.0781, "step": 5030 }, { "epoch": 0.54, "learning_rate": 0.00021879699248120299, "loss": 0.0892, "step": 5040 }, { "epoch": 0.54, "learning_rate": 0.00021863587540279266, "loss": 0.0668, "step": 5050 }, { "epoch": 0.54, "learning_rate": 0.00021847475832438237, "loss": 0.0731, "step": 5060 }, { "epoch": 0.54, "learning_rate": 0.00021831364124597205, "loss": 0.0692, "step": 5070 }, { "epoch": 0.55, "learning_rate": 0.00021815252416756173, "loss": 0.072, "step": 5080 }, { "epoch": 0.55, "learning_rate": 0.0002179914070891514, "loss": 0.0769, "step": 5090 }, { "epoch": 0.55, "learning_rate": 0.00021783029001074114, "loss": 0.0631, "step": 5100 }, { "epoch": 0.55, "learning_rate": 0.00021766917293233081, "loss": 0.0684, "step": 5110 }, { "epoch": 0.55, "learning_rate": 0.0002175080558539205, "loss": 0.065, "step": 5120 }, { "epoch": 0.55, "learning_rate": 0.0002173469387755102, "loss": 0.0681, "step": 5130 }, { "epoch": 0.55, "learning_rate": 0.00021718582169709988, "loss": 0.0739, "step": 5140 }, { "epoch": 0.55, "learning_rate": 0.00021702470461868955, "loss": 0.0685, "step": 5150 }, { "epoch": 0.55, "learning_rate": 0.00021686358754027926, "loss": 0.0694, "step": 5160 }, { "epoch": 0.56, "learning_rate": 0.00021670247046186894, "loss": 0.0716, "step": 5170 }, { "epoch": 0.56, "learning_rate": 0.00021654135338345862, "loss": 0.0666, "step": 5180 }, { "epoch": 0.56, "learning_rate": 0.00021638023630504832, "loss": 0.0693, "step": 5190 }, { "epoch": 0.56, "learning_rate": 0.000216219119226638, "loss": 0.0743, "step": 5200 }, { "epoch": 0.56, "learning_rate": 0.00021605800214822768, "loss": 0.0775, "step": 5210 }, { "epoch": 0.56, "learning_rate": 0.00021589688506981738, "loss": 0.0698, "step": 5220 }, { "epoch": 0.56, "learning_rate": 0.00021573576799140706, "loss": 0.0736, "step": 5230 }, { "epoch": 0.56, "learning_rate": 0.00021557465091299674, "loss": 0.0659, "step": 5240 }, { "epoch": 0.56, "learning_rate": 0.00021541353383458647, "loss": 0.0702, "step": 5250 }, { "epoch": 0.56, "learning_rate": 0.00021525241675617615, "loss": 0.0759, "step": 5260 }, { "epoch": 0.57, "learning_rate": 0.00021509129967776583, "loss": 0.071, "step": 5270 }, { "epoch": 0.57, "learning_rate": 0.00021493018259935553, "loss": 0.0672, "step": 5280 }, { "epoch": 0.57, "learning_rate": 0.0002147690655209452, "loss": 0.0694, "step": 5290 }, { "epoch": 0.57, "learning_rate": 0.0002146079484425349, "loss": 0.0739, "step": 5300 }, { "epoch": 0.57, "learning_rate": 0.0002144468313641246, "loss": 0.0736, "step": 5310 }, { "epoch": 0.57, "learning_rate": 0.00021428571428571427, "loss": 0.0641, "step": 5320 }, { "epoch": 0.57, "learning_rate": 0.00021412459720730395, "loss": 0.0691, "step": 5330 }, { "epoch": 0.57, "learning_rate": 0.00021396348012889363, "loss": 0.067, "step": 5340 }, { "epoch": 0.57, "learning_rate": 0.00021380236305048334, "loss": 0.0758, "step": 5350 }, { "epoch": 0.58, "learning_rate": 0.00021364124597207301, "loss": 0.0726, "step": 5360 }, { "epoch": 0.58, "learning_rate": 0.0002134801288936627, "loss": 0.0804, "step": 5370 }, { "epoch": 0.58, "learning_rate": 0.0002133190118152524, "loss": 0.073, "step": 5380 }, { "epoch": 0.58, "learning_rate": 0.00021315789473684208, "loss": 0.0797, "step": 5390 }, { "epoch": 0.58, "learning_rate": 0.00021299677765843175, "loss": 0.08, "step": 5400 }, { "epoch": 0.58, "learning_rate": 0.00021283566058002146, "loss": 0.0738, "step": 5410 }, { "epoch": 0.58, "learning_rate": 0.00021267454350161114, "loss": 0.0767, "step": 5420 }, { "epoch": 0.58, "learning_rate": 0.00021251342642320082, "loss": 0.0666, "step": 5430 }, { "epoch": 0.58, "learning_rate": 0.00021235230934479055, "loss": 0.0631, "step": 5440 }, { "epoch": 0.59, "learning_rate": 0.00021219119226638023, "loss": 0.0751, "step": 5450 }, { "epoch": 0.59, "learning_rate": 0.0002120300751879699, "loss": 0.0733, "step": 5460 }, { "epoch": 0.59, "learning_rate": 0.0002118689581095596, "loss": 0.0674, "step": 5470 }, { "epoch": 0.59, "learning_rate": 0.0002117078410311493, "loss": 0.0725, "step": 5480 }, { "epoch": 0.59, "learning_rate": 0.00021154672395273897, "loss": 0.0815, "step": 5490 }, { "epoch": 0.59, "learning_rate": 0.00021138560687432867, "loss": 0.0705, "step": 5500 }, { "epoch": 0.59, "learning_rate": 0.00021122448979591835, "loss": 0.068, "step": 5510 }, { "epoch": 0.59, "learning_rate": 0.00021106337271750803, "loss": 0.0642, "step": 5520 }, { "epoch": 0.59, "learning_rate": 0.00021090225563909773, "loss": 0.0676, "step": 5530 }, { "epoch": 0.6, "learning_rate": 0.0002107411385606874, "loss": 0.0669, "step": 5540 }, { "epoch": 0.6, "learning_rate": 0.0002105800214822771, "loss": 0.068, "step": 5550 }, { "epoch": 0.6, "learning_rate": 0.0002104189044038668, "loss": 0.0695, "step": 5560 }, { "epoch": 0.6, "learning_rate": 0.00021025778732545647, "loss": 0.0711, "step": 5570 }, { "epoch": 0.6, "learning_rate": 0.00021009667024704615, "loss": 0.0577, "step": 5580 }, { "epoch": 0.6, "learning_rate": 0.00020993555316863589, "loss": 0.071, "step": 5590 }, { "epoch": 0.6, "learning_rate": 0.00020977443609022556, "loss": 0.0647, "step": 5600 }, { "epoch": 0.6, "learning_rate": 0.00020961331901181524, "loss": 0.0673, "step": 5610 }, { "epoch": 0.6, "learning_rate": 0.0002094522019334049, "loss": 0.0809, "step": 5620 }, { "epoch": 0.6, "learning_rate": 0.00020929108485499463, "loss": 0.0692, "step": 5630 }, { "epoch": 0.61, "learning_rate": 0.0002091299677765843, "loss": 0.0725, "step": 5640 }, { "epoch": 0.61, "learning_rate": 0.00020896885069817398, "loss": 0.0796, "step": 5650 }, { "epoch": 0.61, "learning_rate": 0.0002088077336197637, "loss": 0.0634, "step": 5660 }, { "epoch": 0.61, "learning_rate": 0.00020864661654135337, "loss": 0.0699, "step": 5670 }, { "epoch": 0.61, "learning_rate": 0.00020848549946294304, "loss": 0.0577, "step": 5680 }, { "epoch": 0.61, "learning_rate": 0.00020832438238453275, "loss": 0.0715, "step": 5690 }, { "epoch": 0.61, "learning_rate": 0.00020816326530612243, "loss": 0.0611, "step": 5700 }, { "epoch": 0.61, "learning_rate": 0.0002080021482277121, "loss": 0.0716, "step": 5710 }, { "epoch": 0.61, "learning_rate": 0.0002078410311493018, "loss": 0.0671, "step": 5720 }, { "epoch": 0.62, "learning_rate": 0.0002076799140708915, "loss": 0.0639, "step": 5730 }, { "epoch": 0.62, "learning_rate": 0.00020751879699248117, "loss": 0.0692, "step": 5740 }, { "epoch": 0.62, "learning_rate": 0.00020735767991407087, "loss": 0.0876, "step": 5750 }, { "epoch": 0.62, "learning_rate": 0.00020719656283566055, "loss": 0.0926, "step": 5760 }, { "epoch": 0.62, "learning_rate": 0.00020703544575725023, "loss": 0.0683, "step": 5770 }, { "epoch": 0.62, "learning_rate": 0.00020687432867883996, "loss": 0.0744, "step": 5780 }, { "epoch": 0.62, "learning_rate": 0.00020671321160042964, "loss": 0.0629, "step": 5790 }, { "epoch": 0.62, "learning_rate": 0.00020655209452201932, "loss": 0.0656, "step": 5800 }, { "epoch": 0.62, "learning_rate": 0.00020639097744360902, "loss": 0.0739, "step": 5810 }, { "epoch": 0.63, "learning_rate": 0.0002062298603651987, "loss": 0.0812, "step": 5820 }, { "epoch": 0.63, "learning_rate": 0.00020606874328678838, "loss": 0.0698, "step": 5830 }, { "epoch": 0.63, "learning_rate": 0.00020590762620837809, "loss": 0.0693, "step": 5840 }, { "epoch": 0.63, "learning_rate": 0.00020574650912996776, "loss": 0.0673, "step": 5850 }, { "epoch": 0.63, "learning_rate": 0.00020558539205155744, "loss": 0.0641, "step": 5860 }, { "epoch": 0.63, "learning_rate": 0.00020542427497314715, "loss": 0.0763, "step": 5870 }, { "epoch": 0.63, "learning_rate": 0.00020526315789473683, "loss": 0.0663, "step": 5880 }, { "epoch": 0.63, "learning_rate": 0.0002051020408163265, "loss": 0.0773, "step": 5890 }, { "epoch": 0.63, "learning_rate": 0.00020494092373791618, "loss": 0.0739, "step": 5900 }, { "epoch": 0.63, "learning_rate": 0.0002047798066595059, "loss": 0.0732, "step": 5910 }, { "epoch": 0.64, "learning_rate": 0.00020461868958109557, "loss": 0.0707, "step": 5920 }, { "epoch": 0.64, "learning_rate": 0.00020445757250268524, "loss": 0.0734, "step": 5930 }, { "epoch": 0.64, "learning_rate": 0.00020429645542427498, "loss": 0.0725, "step": 5940 }, { "epoch": 0.64, "learning_rate": 0.00020413533834586463, "loss": 0.0648, "step": 5950 }, { "epoch": 0.64, "learning_rate": 0.0002039742212674543, "loss": 0.0767, "step": 5960 }, { "epoch": 0.64, "learning_rate": 0.00020381310418904404, "loss": 0.072, "step": 5970 }, { "epoch": 0.64, "learning_rate": 0.00020365198711063372, "loss": 0.077, "step": 5980 }, { "epoch": 0.64, "learning_rate": 0.0002034908700322234, "loss": 0.0737, "step": 5990 }, { "epoch": 0.64, "learning_rate": 0.0002033297529538131, "loss": 0.069, "step": 6000 }, { "epoch": 0.64, "eval_cer": 0.9238361782215131, "eval_loss": 0.04587383195757866, "eval_runtime": 119.1941, "eval_samples_per_second": 16.763, "eval_steps_per_second": 4.195, "step": 6000 }, { "epoch": 0.65, "learning_rate": 0.00020316863587540278, "loss": 0.0594, "step": 6010 }, { "epoch": 0.65, "learning_rate": 0.00020300751879699246, "loss": 0.0668, "step": 6020 }, { "epoch": 0.65, "learning_rate": 0.00020284640171858216, "loss": 0.0675, "step": 6030 }, { "epoch": 0.65, "learning_rate": 0.00020268528464017184, "loss": 0.0696, "step": 6040 }, { "epoch": 0.65, "learning_rate": 0.00020252416756176152, "loss": 0.0709, "step": 6050 }, { "epoch": 0.65, "learning_rate": 0.00020236305048335122, "loss": 0.0749, "step": 6060 }, { "epoch": 0.65, "learning_rate": 0.0002022019334049409, "loss": 0.0713, "step": 6070 }, { "epoch": 0.65, "learning_rate": 0.00020204081632653058, "loss": 0.0605, "step": 6080 }, { "epoch": 0.65, "learning_rate": 0.00020187969924812029, "loss": 0.0632, "step": 6090 }, { "epoch": 0.66, "learning_rate": 0.00020171858216970996, "loss": 0.0737, "step": 6100 }, { "epoch": 0.66, "learning_rate": 0.00020155746509129964, "loss": 0.0692, "step": 6110 }, { "epoch": 0.66, "learning_rate": 0.00020139634801288937, "loss": 0.0702, "step": 6120 }, { "epoch": 0.66, "learning_rate": 0.00020123523093447905, "loss": 0.0672, "step": 6130 }, { "epoch": 0.66, "learning_rate": 0.00020107411385606873, "loss": 0.0776, "step": 6140 }, { "epoch": 0.66, "learning_rate": 0.00020091299677765844, "loss": 0.0666, "step": 6150 }, { "epoch": 0.66, "learning_rate": 0.00020075187969924811, "loss": 0.0642, "step": 6160 }, { "epoch": 0.66, "learning_rate": 0.0002005907626208378, "loss": 0.0601, "step": 6170 }, { "epoch": 0.66, "learning_rate": 0.00020042964554242747, "loss": 0.0718, "step": 6180 }, { "epoch": 0.66, "learning_rate": 0.00020026852846401718, "loss": 0.0839, "step": 6190 }, { "epoch": 0.67, "learning_rate": 0.00020010741138560685, "loss": 0.0755, "step": 6200 }, { "epoch": 0.67, "learning_rate": 0.00019994629430719653, "loss": 0.064, "step": 6210 }, { "epoch": 0.67, "learning_rate": 0.00019978517722878624, "loss": 0.0763, "step": 6220 }, { "epoch": 0.67, "learning_rate": 0.00019962406015037592, "loss": 0.0658, "step": 6230 }, { "epoch": 0.67, "learning_rate": 0.0001994629430719656, "loss": 0.0684, "step": 6240 }, { "epoch": 0.67, "learning_rate": 0.0001993018259935553, "loss": 0.0777, "step": 6250 }, { "epoch": 0.67, "learning_rate": 0.00019914070891514498, "loss": 0.0739, "step": 6260 }, { "epoch": 0.67, "learning_rate": 0.00019897959183673466, "loss": 0.0701, "step": 6270 }, { "epoch": 0.67, "learning_rate": 0.00019881847475832436, "loss": 0.0799, "step": 6280 }, { "epoch": 0.68, "learning_rate": 0.00019865735767991404, "loss": 0.0729, "step": 6290 }, { "epoch": 0.68, "learning_rate": 0.00019849624060150372, "loss": 0.0753, "step": 6300 }, { "epoch": 0.68, "learning_rate": 0.00019833512352309345, "loss": 0.0754, "step": 6310 }, { "epoch": 0.68, "learning_rate": 0.00019817400644468313, "loss": 0.0633, "step": 6320 }, { "epoch": 0.68, "learning_rate": 0.0001980128893662728, "loss": 0.0638, "step": 6330 }, { "epoch": 0.68, "learning_rate": 0.0001978517722878625, "loss": 0.0584, "step": 6340 }, { "epoch": 0.68, "learning_rate": 0.0001976906552094522, "loss": 0.0611, "step": 6350 }, { "epoch": 0.68, "learning_rate": 0.00019752953813104187, "loss": 0.0659, "step": 6360 }, { "epoch": 0.68, "learning_rate": 0.00019736842105263157, "loss": 0.0697, "step": 6370 }, { "epoch": 0.69, "learning_rate": 0.00019720730397422125, "loss": 0.0647, "step": 6380 }, { "epoch": 0.69, "learning_rate": 0.00019704618689581093, "loss": 0.0754, "step": 6390 }, { "epoch": 0.69, "learning_rate": 0.00019688506981740064, "loss": 0.0703, "step": 6400 }, { "epoch": 0.69, "learning_rate": 0.00019672395273899031, "loss": 0.0691, "step": 6410 }, { "epoch": 0.69, "learning_rate": 0.00019656283566058, "loss": 0.0663, "step": 6420 }, { "epoch": 0.69, "learning_rate": 0.0001964017185821697, "loss": 0.0717, "step": 6430 }, { "epoch": 0.69, "learning_rate": 0.00019624060150375938, "loss": 0.0596, "step": 6440 }, { "epoch": 0.69, "learning_rate": 0.00019607948442534905, "loss": 0.0688, "step": 6450 }, { "epoch": 0.69, "learning_rate": 0.00019591836734693873, "loss": 0.0619, "step": 6460 }, { "epoch": 0.69, "learning_rate": 0.00019575725026852847, "loss": 0.068, "step": 6470 }, { "epoch": 0.7, "learning_rate": 0.00019559613319011814, "loss": 0.0724, "step": 6480 }, { "epoch": 0.7, "learning_rate": 0.00019543501611170782, "loss": 0.0662, "step": 6490 }, { "epoch": 0.7, "learning_rate": 0.00019527389903329753, "loss": 0.0595, "step": 6500 }, { "epoch": 0.7, "learning_rate": 0.0001951127819548872, "loss": 0.0648, "step": 6510 }, { "epoch": 0.7, "learning_rate": 0.00019495166487647688, "loss": 0.06, "step": 6520 }, { "epoch": 0.7, "learning_rate": 0.0001947905477980666, "loss": 0.0612, "step": 6530 }, { "epoch": 0.7, "learning_rate": 0.00019462943071965627, "loss": 0.0615, "step": 6540 }, { "epoch": 0.7, "learning_rate": 0.00019446831364124595, "loss": 0.0664, "step": 6550 }, { "epoch": 0.7, "learning_rate": 0.00019430719656283565, "loss": 0.0692, "step": 6560 }, { "epoch": 0.71, "learning_rate": 0.00019414607948442533, "loss": 0.0748, "step": 6570 }, { "epoch": 0.71, "learning_rate": 0.000193984962406015, "loss": 0.0641, "step": 6580 }, { "epoch": 0.71, "learning_rate": 0.0001938238453276047, "loss": 0.0586, "step": 6590 }, { "epoch": 0.71, "learning_rate": 0.0001936627282491944, "loss": 0.0663, "step": 6600 }, { "epoch": 0.71, "learning_rate": 0.00019350161117078407, "loss": 0.0565, "step": 6610 }, { "epoch": 0.71, "learning_rate": 0.00019334049409237377, "loss": 0.0566, "step": 6620 }, { "epoch": 0.71, "learning_rate": 0.00019317937701396345, "loss": 0.0628, "step": 6630 }, { "epoch": 0.71, "learning_rate": 0.00019301825993555313, "loss": 0.0674, "step": 6640 }, { "epoch": 0.71, "learning_rate": 0.00019285714285714286, "loss": 0.0626, "step": 6650 }, { "epoch": 0.72, "learning_rate": 0.00019269602577873254, "loss": 0.0679, "step": 6660 }, { "epoch": 0.72, "learning_rate": 0.00019253490870032222, "loss": 0.0703, "step": 6670 }, { "epoch": 0.72, "learning_rate": 0.00019237379162191193, "loss": 0.0675, "step": 6680 }, { "epoch": 0.72, "learning_rate": 0.0001922126745435016, "loss": 0.0598, "step": 6690 }, { "epoch": 0.72, "learning_rate": 0.00019205155746509128, "loss": 0.076, "step": 6700 }, { "epoch": 0.72, "learning_rate": 0.00019189044038668096, "loss": 0.058, "step": 6710 }, { "epoch": 0.72, "learning_rate": 0.00019172932330827067, "loss": 0.0538, "step": 6720 }, { "epoch": 0.72, "learning_rate": 0.00019156820622986034, "loss": 0.0565, "step": 6730 }, { "epoch": 0.72, "learning_rate": 0.00019140708915145002, "loss": 0.0696, "step": 6740 }, { "epoch": 0.72, "learning_rate": 0.00019124597207303973, "loss": 0.0678, "step": 6750 }, { "epoch": 0.73, "learning_rate": 0.0001910848549946294, "loss": 0.0692, "step": 6760 }, { "epoch": 0.73, "learning_rate": 0.00019092373791621908, "loss": 0.0622, "step": 6770 }, { "epoch": 0.73, "learning_rate": 0.0001907626208378088, "loss": 0.0704, "step": 6780 }, { "epoch": 0.73, "learning_rate": 0.00019060150375939847, "loss": 0.0594, "step": 6790 }, { "epoch": 0.73, "learning_rate": 0.00019044038668098815, "loss": 0.0646, "step": 6800 }, { "epoch": 0.73, "learning_rate": 0.00019027926960257788, "loss": 0.0608, "step": 6810 }, { "epoch": 0.73, "learning_rate": 0.00019011815252416756, "loss": 0.0712, "step": 6820 }, { "epoch": 0.73, "learning_rate": 0.00018995703544575723, "loss": 0.0649, "step": 6830 }, { "epoch": 0.73, "learning_rate": 0.00018979591836734694, "loss": 0.0627, "step": 6840 }, { "epoch": 0.74, "learning_rate": 0.00018963480128893662, "loss": 0.0656, "step": 6850 }, { "epoch": 0.74, "learning_rate": 0.0001894736842105263, "loss": 0.0572, "step": 6860 }, { "epoch": 0.74, "learning_rate": 0.000189312567132116, "loss": 0.0645, "step": 6870 }, { "epoch": 0.74, "learning_rate": 0.00018915145005370568, "loss": 0.0594, "step": 6880 }, { "epoch": 0.74, "learning_rate": 0.00018899033297529536, "loss": 0.0722, "step": 6890 }, { "epoch": 0.74, "learning_rate": 0.00018882921589688506, "loss": 0.0698, "step": 6900 }, { "epoch": 0.74, "learning_rate": 0.00018866809881847474, "loss": 0.0709, "step": 6910 }, { "epoch": 0.74, "learning_rate": 0.00018850698174006442, "loss": 0.0753, "step": 6920 }, { "epoch": 0.74, "learning_rate": 0.00018834586466165413, "loss": 0.071, "step": 6930 }, { "epoch": 0.75, "learning_rate": 0.0001881847475832438, "loss": 0.0711, "step": 6940 }, { "epoch": 0.75, "learning_rate": 0.00018802363050483348, "loss": 0.0669, "step": 6950 }, { "epoch": 0.75, "learning_rate": 0.0001878625134264232, "loss": 0.0684, "step": 6960 }, { "epoch": 0.75, "learning_rate": 0.00018770139634801287, "loss": 0.0721, "step": 6970 }, { "epoch": 0.75, "learning_rate": 0.00018754027926960254, "loss": 0.0598, "step": 6980 }, { "epoch": 0.75, "learning_rate": 0.00018737916219119222, "loss": 0.0676, "step": 6990 }, { "epoch": 0.75, "learning_rate": 0.00018721804511278195, "loss": 0.0615, "step": 7000 }, { "epoch": 0.75, "eval_cer": 0.9238447291327837, "eval_loss": 0.043542634695768356, "eval_runtime": 119.2501, "eval_samples_per_second": 16.755, "eval_steps_per_second": 4.193, "step": 7000 }, { "epoch": 0.75, "learning_rate": 0.00018705692803437163, "loss": 0.084, "step": 7010 }, { "epoch": 0.75, "learning_rate": 0.0001868958109559613, "loss": 0.0532, "step": 7020 }, { "epoch": 0.76, "learning_rate": 0.00018673469387755102, "loss": 0.0624, "step": 7030 }, { "epoch": 0.76, "learning_rate": 0.0001865735767991407, "loss": 0.0632, "step": 7040 }, { "epoch": 0.76, "learning_rate": 0.00018641245972073037, "loss": 0.0636, "step": 7050 }, { "epoch": 0.76, "learning_rate": 0.00018625134264232008, "loss": 0.0637, "step": 7060 }, { "epoch": 0.76, "learning_rate": 0.00018609022556390976, "loss": 0.0669, "step": 7070 }, { "epoch": 0.76, "learning_rate": 0.00018592910848549943, "loss": 0.0693, "step": 7080 }, { "epoch": 0.76, "learning_rate": 0.00018576799140708914, "loss": 0.0612, "step": 7090 }, { "epoch": 0.76, "learning_rate": 0.00018560687432867882, "loss": 0.0685, "step": 7100 }, { "epoch": 0.76, "learning_rate": 0.0001854457572502685, "loss": 0.0758, "step": 7110 }, { "epoch": 0.76, "learning_rate": 0.0001852846401718582, "loss": 0.0693, "step": 7120 }, { "epoch": 0.77, "learning_rate": 0.00018512352309344788, "loss": 0.071, "step": 7130 }, { "epoch": 0.77, "learning_rate": 0.00018496240601503756, "loss": 0.0552, "step": 7140 }, { "epoch": 0.77, "learning_rate": 0.0001848012889366273, "loss": 0.0521, "step": 7150 }, { "epoch": 0.77, "learning_rate": 0.00018464017185821697, "loss": 0.0586, "step": 7160 }, { "epoch": 0.77, "learning_rate": 0.00018447905477980665, "loss": 0.0903, "step": 7170 }, { "epoch": 0.77, "learning_rate": 0.00018431793770139635, "loss": 0.0615, "step": 7180 }, { "epoch": 0.77, "learning_rate": 0.00018415682062298603, "loss": 0.0578, "step": 7190 }, { "epoch": 0.77, "learning_rate": 0.0001839957035445757, "loss": 0.0659, "step": 7200 }, { "epoch": 0.77, "learning_rate": 0.00018383458646616541, "loss": 0.0634, "step": 7210 }, { "epoch": 0.78, "learning_rate": 0.0001836734693877551, "loss": 0.0582, "step": 7220 }, { "epoch": 0.78, "learning_rate": 0.00018351235230934477, "loss": 0.0529, "step": 7230 }, { "epoch": 0.78, "learning_rate": 0.00018335123523093448, "loss": 0.0654, "step": 7240 }, { "epoch": 0.78, "learning_rate": 0.00018319011815252415, "loss": 0.0543, "step": 7250 }, { "epoch": 0.78, "learning_rate": 0.00018302900107411383, "loss": 0.0649, "step": 7260 }, { "epoch": 0.78, "learning_rate": 0.0001828678839957035, "loss": 0.0613, "step": 7270 }, { "epoch": 0.78, "learning_rate": 0.00018270676691729322, "loss": 0.065, "step": 7280 }, { "epoch": 0.78, "learning_rate": 0.0001825456498388829, "loss": 0.0615, "step": 7290 }, { "epoch": 0.78, "learning_rate": 0.00018238453276047257, "loss": 0.0775, "step": 7300 }, { "epoch": 0.79, "learning_rate": 0.00018222341568206228, "loss": 0.0544, "step": 7310 }, { "epoch": 0.79, "learning_rate": 0.00018206229860365196, "loss": 0.057, "step": 7320 }, { "epoch": 0.79, "learning_rate": 0.00018190118152524163, "loss": 0.0627, "step": 7330 }, { "epoch": 0.79, "learning_rate": 0.00018174006444683137, "loss": 0.0639, "step": 7340 }, { "epoch": 0.79, "learning_rate": 0.00018157894736842105, "loss": 0.0582, "step": 7350 }, { "epoch": 0.79, "learning_rate": 0.00018141783029001072, "loss": 0.0626, "step": 7360 }, { "epoch": 0.79, "learning_rate": 0.00018125671321160043, "loss": 0.0568, "step": 7370 }, { "epoch": 0.79, "learning_rate": 0.0001810955961331901, "loss": 0.0599, "step": 7380 }, { "epoch": 0.79, "learning_rate": 0.00018093447905477979, "loss": 0.0633, "step": 7390 }, { "epoch": 0.79, "learning_rate": 0.0001807733619763695, "loss": 0.0572, "step": 7400 }, { "epoch": 0.8, "learning_rate": 0.00018061224489795917, "loss": 0.0551, "step": 7410 }, { "epoch": 0.8, "learning_rate": 0.00018045112781954885, "loss": 0.0736, "step": 7420 }, { "epoch": 0.8, "learning_rate": 0.00018029001074113855, "loss": 0.0641, "step": 7430 }, { "epoch": 0.8, "learning_rate": 0.00018012889366272823, "loss": 0.0719, "step": 7440 }, { "epoch": 0.8, "learning_rate": 0.0001799677765843179, "loss": 0.0751, "step": 7450 }, { "epoch": 0.8, "learning_rate": 0.00017980665950590761, "loss": 0.0577, "step": 7460 }, { "epoch": 0.8, "learning_rate": 0.0001796455424274973, "loss": 0.0619, "step": 7470 }, { "epoch": 0.8, "learning_rate": 0.00017948442534908697, "loss": 0.0865, "step": 7480 }, { "epoch": 0.8, "learning_rate": 0.0001793233082706767, "loss": 0.0743, "step": 7490 }, { "epoch": 0.81, "learning_rate": 0.00017916219119226638, "loss": 0.0654, "step": 7500 }, { "epoch": 0.81, "learning_rate": 0.00017900107411385606, "loss": 0.0647, "step": 7510 }, { "epoch": 0.81, "learning_rate": 0.00017883995703544577, "loss": 0.066, "step": 7520 }, { "epoch": 0.81, "learning_rate": 0.00017867883995703544, "loss": 0.0615, "step": 7530 }, { "epoch": 0.81, "learning_rate": 0.00017851772287862512, "loss": 0.0651, "step": 7540 }, { "epoch": 0.81, "learning_rate": 0.0001783566058002148, "loss": 0.0611, "step": 7550 }, { "epoch": 0.81, "learning_rate": 0.0001781954887218045, "loss": 0.0622, "step": 7560 }, { "epoch": 0.81, "learning_rate": 0.00017803437164339418, "loss": 0.0643, "step": 7570 }, { "epoch": 0.81, "learning_rate": 0.00017787325456498386, "loss": 0.058, "step": 7580 }, { "epoch": 0.82, "learning_rate": 0.00017771213748657357, "loss": 0.0661, "step": 7590 }, { "epoch": 0.82, "learning_rate": 0.00017755102040816325, "loss": 0.0752, "step": 7600 }, { "epoch": 0.82, "learning_rate": 0.00017738990332975292, "loss": 0.0587, "step": 7610 }, { "epoch": 0.82, "learning_rate": 0.00017722878625134263, "loss": 0.0665, "step": 7620 }, { "epoch": 0.82, "learning_rate": 0.0001770676691729323, "loss": 0.0675, "step": 7630 }, { "epoch": 0.82, "learning_rate": 0.00017690655209452199, "loss": 0.065, "step": 7640 }, { "epoch": 0.82, "learning_rate": 0.0001767454350161117, "loss": 0.0597, "step": 7650 }, { "epoch": 0.82, "learning_rate": 0.00017658431793770137, "loss": 0.0698, "step": 7660 }, { "epoch": 0.82, "learning_rate": 0.00017642320085929105, "loss": 0.0581, "step": 7670 }, { "epoch": 0.82, "learning_rate": 0.00017626208378088078, "loss": 0.0702, "step": 7680 }, { "epoch": 0.83, "learning_rate": 0.00017610096670247046, "loss": 0.0552, "step": 7690 }, { "epoch": 0.83, "learning_rate": 0.00017593984962406014, "loss": 0.0627, "step": 7700 }, { "epoch": 0.83, "learning_rate": 0.00017577873254564984, "loss": 0.0552, "step": 7710 }, { "epoch": 0.83, "learning_rate": 0.00017561761546723952, "loss": 0.0721, "step": 7720 }, { "epoch": 0.83, "learning_rate": 0.0001754564983888292, "loss": 0.0549, "step": 7730 }, { "epoch": 0.83, "learning_rate": 0.0001752953813104189, "loss": 0.0628, "step": 7740 }, { "epoch": 0.83, "learning_rate": 0.00017513426423200858, "loss": 0.0505, "step": 7750 }, { "epoch": 0.83, "learning_rate": 0.00017497314715359826, "loss": 0.062, "step": 7760 }, { "epoch": 0.83, "learning_rate": 0.00017481203007518797, "loss": 0.0651, "step": 7770 }, { "epoch": 0.84, "learning_rate": 0.00017465091299677764, "loss": 0.0576, "step": 7780 }, { "epoch": 0.84, "learning_rate": 0.00017448979591836732, "loss": 0.0627, "step": 7790 }, { "epoch": 0.84, "learning_rate": 0.00017432867883995703, "loss": 0.0637, "step": 7800 }, { "epoch": 0.84, "learning_rate": 0.0001741675617615467, "loss": 0.0641, "step": 7810 }, { "epoch": 0.84, "learning_rate": 0.00017400644468313638, "loss": 0.0579, "step": 7820 }, { "epoch": 0.84, "learning_rate": 0.00017384532760472606, "loss": 0.0607, "step": 7830 }, { "epoch": 0.84, "learning_rate": 0.0001736842105263158, "loss": 0.0641, "step": 7840 }, { "epoch": 0.84, "learning_rate": 0.00017352309344790547, "loss": 0.0648, "step": 7850 }, { "epoch": 0.84, "learning_rate": 0.00017336197636949512, "loss": 0.0642, "step": 7860 }, { "epoch": 0.85, "learning_rate": 0.00017320085929108486, "loss": 0.0673, "step": 7870 }, { "epoch": 0.85, "learning_rate": 0.00017303974221267453, "loss": 0.0545, "step": 7880 }, { "epoch": 0.85, "learning_rate": 0.0001728786251342642, "loss": 0.0566, "step": 7890 }, { "epoch": 0.85, "learning_rate": 0.00017271750805585392, "loss": 0.0551, "step": 7900 }, { "epoch": 0.85, "learning_rate": 0.0001725563909774436, "loss": 0.0711, "step": 7910 }, { "epoch": 0.85, "learning_rate": 0.00017239527389903327, "loss": 0.0576, "step": 7920 }, { "epoch": 0.85, "learning_rate": 0.00017223415682062298, "loss": 0.0537, "step": 7930 }, { "epoch": 0.85, "learning_rate": 0.00017207303974221266, "loss": 0.0685, "step": 7940 }, { "epoch": 0.85, "learning_rate": 0.00017191192266380234, "loss": 0.0613, "step": 7950 }, { "epoch": 0.85, "learning_rate": 0.00017175080558539204, "loss": 0.0591, "step": 7960 }, { "epoch": 0.86, "learning_rate": 0.00017158968850698172, "loss": 0.0568, "step": 7970 }, { "epoch": 0.86, "learning_rate": 0.0001714285714285714, "loss": 0.0465, "step": 7980 }, { "epoch": 0.86, "learning_rate": 0.0001712674543501611, "loss": 0.0656, "step": 7990 }, { "epoch": 0.86, "learning_rate": 0.00017110633727175078, "loss": 0.0494, "step": 8000 }, { "epoch": 0.86, "eval_cer": 0.9236754210896255, "eval_loss": 0.04086674004793167, "eval_runtime": 119.0895, "eval_samples_per_second": 16.777, "eval_steps_per_second": 4.199, "step": 8000 }, { "epoch": 0.86, "learning_rate": 0.00017094522019334046, "loss": 0.057, "step": 8010 }, { "epoch": 0.86, "learning_rate": 0.0001707841031149302, "loss": 0.071, "step": 8020 }, { "epoch": 0.86, "learning_rate": 0.00017062298603651987, "loss": 0.0597, "step": 8030 }, { "epoch": 0.86, "learning_rate": 0.00017046186895810955, "loss": 0.0537, "step": 8040 }, { "epoch": 0.86, "learning_rate": 0.00017030075187969925, "loss": 0.0595, "step": 8050 }, { "epoch": 0.87, "learning_rate": 0.00017013963480128893, "loss": 0.0527, "step": 8060 }, { "epoch": 0.87, "learning_rate": 0.0001699785177228786, "loss": 0.0608, "step": 8070 }, { "epoch": 0.87, "learning_rate": 0.0001698174006444683, "loss": 0.0595, "step": 8080 }, { "epoch": 0.87, "learning_rate": 0.000169656283566058, "loss": 0.0583, "step": 8090 }, { "epoch": 0.87, "learning_rate": 0.00016949516648764767, "loss": 0.0655, "step": 8100 }, { "epoch": 0.87, "learning_rate": 0.00016933404940923735, "loss": 0.0479, "step": 8110 }, { "epoch": 0.87, "learning_rate": 0.00016917293233082706, "loss": 0.0607, "step": 8120 }, { "epoch": 0.87, "learning_rate": 0.00016901181525241673, "loss": 0.0582, "step": 8130 }, { "epoch": 0.87, "learning_rate": 0.0001688506981740064, "loss": 0.0613, "step": 8140 }, { "epoch": 0.88, "learning_rate": 0.00016868958109559612, "loss": 0.0598, "step": 8150 }, { "epoch": 0.88, "learning_rate": 0.0001685284640171858, "loss": 0.0557, "step": 8160 }, { "epoch": 0.88, "learning_rate": 0.00016836734693877547, "loss": 0.0597, "step": 8170 }, { "epoch": 0.88, "learning_rate": 0.0001682062298603652, "loss": 0.05, "step": 8180 }, { "epoch": 0.88, "learning_rate": 0.00016804511278195486, "loss": 0.0541, "step": 8190 }, { "epoch": 0.88, "learning_rate": 0.00016788399570354454, "loss": 0.0603, "step": 8200 }, { "epoch": 0.88, "learning_rate": 0.00016772287862513427, "loss": 0.0555, "step": 8210 }, { "epoch": 0.88, "learning_rate": 0.00016756176154672395, "loss": 0.0573, "step": 8220 }, { "epoch": 0.88, "learning_rate": 0.00016740064446831363, "loss": 0.0578, "step": 8230 }, { "epoch": 0.88, "learning_rate": 0.00016723952738990333, "loss": 0.06, "step": 8240 }, { "epoch": 0.89, "learning_rate": 0.000167078410311493, "loss": 0.0568, "step": 8250 }, { "epoch": 0.89, "learning_rate": 0.0001669172932330827, "loss": 0.0522, "step": 8260 }, { "epoch": 0.89, "learning_rate": 0.0001667561761546724, "loss": 0.0647, "step": 8270 }, { "epoch": 0.89, "learning_rate": 0.00016659505907626207, "loss": 0.0608, "step": 8280 }, { "epoch": 0.89, "learning_rate": 0.00016643394199785175, "loss": 0.0692, "step": 8290 }, { "epoch": 0.89, "learning_rate": 0.00016627282491944145, "loss": 0.0553, "step": 8300 }, { "epoch": 0.89, "learning_rate": 0.00016611170784103113, "loss": 0.0615, "step": 8310 }, { "epoch": 0.89, "learning_rate": 0.0001659505907626208, "loss": 0.0574, "step": 8320 }, { "epoch": 0.89, "learning_rate": 0.00016578947368421052, "loss": 0.0602, "step": 8330 }, { "epoch": 0.9, "learning_rate": 0.0001656283566058002, "loss": 0.0549, "step": 8340 }, { "epoch": 0.9, "learning_rate": 0.00016546723952738987, "loss": 0.0503, "step": 8350 }, { "epoch": 0.9, "learning_rate": 0.00016530612244897955, "loss": 0.0612, "step": 8360 }, { "epoch": 0.9, "learning_rate": 0.00016514500537056928, "loss": 0.0592, "step": 8370 }, { "epoch": 0.9, "learning_rate": 0.00016498388829215896, "loss": 0.0584, "step": 8380 }, { "epoch": 0.9, "learning_rate": 0.00016482277121374864, "loss": 0.0628, "step": 8390 }, { "epoch": 0.9, "learning_rate": 0.00016466165413533835, "loss": 0.0504, "step": 8400 }, { "epoch": 0.9, "learning_rate": 0.00016450053705692802, "loss": 0.05, "step": 8410 }, { "epoch": 0.9, "learning_rate": 0.0001643394199785177, "loss": 0.0589, "step": 8420 }, { "epoch": 0.91, "learning_rate": 0.0001641783029001074, "loss": 0.0604, "step": 8430 }, { "epoch": 0.91, "learning_rate": 0.00016401718582169709, "loss": 0.0508, "step": 8440 }, { "epoch": 0.91, "learning_rate": 0.00016385606874328676, "loss": 0.0617, "step": 8450 }, { "epoch": 0.91, "learning_rate": 0.00016369495166487647, "loss": 0.0768, "step": 8460 }, { "epoch": 0.91, "learning_rate": 0.00016353383458646615, "loss": 0.0476, "step": 8470 }, { "epoch": 0.91, "learning_rate": 0.00016337271750805583, "loss": 0.0574, "step": 8480 }, { "epoch": 0.91, "learning_rate": 0.00016321160042964553, "loss": 0.0527, "step": 8490 }, { "epoch": 0.91, "learning_rate": 0.0001630504833512352, "loss": 0.0509, "step": 8500 }, { "epoch": 0.91, "learning_rate": 0.0001628893662728249, "loss": 0.0659, "step": 8510 }, { "epoch": 0.92, "learning_rate": 0.00016272824919441462, "loss": 0.0577, "step": 8520 }, { "epoch": 0.92, "learning_rate": 0.00016256713211600427, "loss": 0.0569, "step": 8530 }, { "epoch": 0.92, "learning_rate": 0.00016240601503759395, "loss": 0.0577, "step": 8540 }, { "epoch": 0.92, "learning_rate": 0.00016224489795918368, "loss": 0.0534, "step": 8550 }, { "epoch": 0.92, "learning_rate": 0.00016208378088077336, "loss": 0.051, "step": 8560 }, { "epoch": 0.92, "learning_rate": 0.00016192266380236304, "loss": 0.0575, "step": 8570 }, { "epoch": 0.92, "learning_rate": 0.00016176154672395274, "loss": 0.0583, "step": 8580 }, { "epoch": 0.92, "learning_rate": 0.00016160042964554242, "loss": 0.0645, "step": 8590 }, { "epoch": 0.92, "learning_rate": 0.0001614393125671321, "loss": 0.0641, "step": 8600 }, { "epoch": 0.92, "learning_rate": 0.0001612781954887218, "loss": 0.0602, "step": 8610 }, { "epoch": 0.93, "learning_rate": 0.00016111707841031148, "loss": 0.0552, "step": 8620 }, { "epoch": 0.93, "learning_rate": 0.00016095596133190116, "loss": 0.0612, "step": 8630 }, { "epoch": 0.93, "learning_rate": 0.00016079484425349084, "loss": 0.0587, "step": 8640 }, { "epoch": 0.93, "learning_rate": 0.00016063372717508055, "loss": 0.0587, "step": 8650 }, { "epoch": 0.93, "learning_rate": 0.00016047261009667022, "loss": 0.0553, "step": 8660 }, { "epoch": 0.93, "learning_rate": 0.0001603114930182599, "loss": 0.0612, "step": 8670 }, { "epoch": 0.93, "learning_rate": 0.0001601503759398496, "loss": 0.0552, "step": 8680 }, { "epoch": 0.93, "learning_rate": 0.00015998925886143929, "loss": 0.0551, "step": 8690 }, { "epoch": 0.93, "learning_rate": 0.00015982814178302896, "loss": 0.0496, "step": 8700 }, { "epoch": 0.94, "learning_rate": 0.0001596670247046187, "loss": 0.0707, "step": 8710 }, { "epoch": 0.94, "learning_rate": 0.00015950590762620837, "loss": 0.0581, "step": 8720 }, { "epoch": 0.94, "learning_rate": 0.00015934479054779805, "loss": 0.0653, "step": 8730 }, { "epoch": 0.94, "learning_rate": 0.00015918367346938776, "loss": 0.0486, "step": 8740 }, { "epoch": 0.94, "learning_rate": 0.00015902255639097744, "loss": 0.0562, "step": 8750 }, { "epoch": 0.94, "learning_rate": 0.00015886143931256711, "loss": 0.0572, "step": 8760 }, { "epoch": 0.94, "learning_rate": 0.00015870032223415682, "loss": 0.0482, "step": 8770 }, { "epoch": 0.94, "learning_rate": 0.0001585392051557465, "loss": 0.0588, "step": 8780 }, { "epoch": 0.94, "learning_rate": 0.00015837808807733618, "loss": 0.0464, "step": 8790 }, { "epoch": 0.95, "learning_rate": 0.00015821697099892588, "loss": 0.0558, "step": 8800 }, { "epoch": 0.95, "learning_rate": 0.00015805585392051556, "loss": 0.0518, "step": 8810 }, { "epoch": 0.95, "learning_rate": 0.00015789473684210524, "loss": 0.0533, "step": 8820 }, { "epoch": 0.95, "learning_rate": 0.00015773361976369494, "loss": 0.0529, "step": 8830 }, { "epoch": 0.95, "learning_rate": 0.00015757250268528462, "loss": 0.0536, "step": 8840 }, { "epoch": 0.95, "learning_rate": 0.0001574113856068743, "loss": 0.0642, "step": 8850 }, { "epoch": 0.95, "learning_rate": 0.000157250268528464, "loss": 0.0477, "step": 8860 }, { "epoch": 0.95, "learning_rate": 0.00015708915145005368, "loss": 0.0583, "step": 8870 }, { "epoch": 0.95, "learning_rate": 0.00015692803437164336, "loss": 0.0589, "step": 8880 }, { "epoch": 0.95, "learning_rate": 0.0001567669172932331, "loss": 0.0718, "step": 8890 }, { "epoch": 0.96, "learning_rate": 0.00015660580021482277, "loss": 0.0594, "step": 8900 }, { "epoch": 0.96, "learning_rate": 0.00015644468313641245, "loss": 0.0542, "step": 8910 }, { "epoch": 0.96, "learning_rate": 0.00015628356605800213, "loss": 0.074, "step": 8920 }, { "epoch": 0.96, "learning_rate": 0.00015612244897959183, "loss": 0.0675, "step": 8930 }, { "epoch": 0.96, "learning_rate": 0.0001559613319011815, "loss": 0.0544, "step": 8940 }, { "epoch": 0.96, "learning_rate": 0.0001558002148227712, "loss": 0.0541, "step": 8950 }, { "epoch": 0.96, "learning_rate": 0.0001556390977443609, "loss": 0.0602, "step": 8960 }, { "epoch": 0.96, "learning_rate": 0.00015547798066595057, "loss": 0.0663, "step": 8970 }, { "epoch": 0.96, "learning_rate": 0.00015531686358754025, "loss": 0.0585, "step": 8980 }, { "epoch": 0.97, "learning_rate": 0.00015515574650912996, "loss": 0.0559, "step": 8990 }, { "epoch": 0.97, "learning_rate": 0.00015499462943071964, "loss": 0.0671, "step": 9000 }, { "epoch": 0.97, "eval_cer": 0.9238327578570048, "eval_loss": 0.038805074989795685, "eval_runtime": 118.9099, "eval_samples_per_second": 16.803, "eval_steps_per_second": 4.205, "step": 9000 }, { "epoch": 0.97, "learning_rate": 0.00015483351235230931, "loss": 0.0735, "step": 9010 }, { "epoch": 0.97, "learning_rate": 0.00015467239527389902, "loss": 0.058, "step": 9020 }, { "epoch": 0.97, "learning_rate": 0.0001545112781954887, "loss": 0.0511, "step": 9030 }, { "epoch": 0.97, "learning_rate": 0.00015435016111707838, "loss": 0.0639, "step": 9040 }, { "epoch": 0.97, "learning_rate": 0.0001541890440386681, "loss": 0.0611, "step": 9050 }, { "epoch": 0.97, "learning_rate": 0.0001540279269602578, "loss": 0.0549, "step": 9060 }, { "epoch": 0.97, "learning_rate": 0.00015386680988184747, "loss": 0.05, "step": 9070 }, { "epoch": 0.98, "learning_rate": 0.00015370569280343717, "loss": 0.0644, "step": 9080 }, { "epoch": 0.98, "learning_rate": 0.00015354457572502685, "loss": 0.0765, "step": 9090 }, { "epoch": 0.98, "learning_rate": 0.00015338345864661653, "loss": 0.0617, "step": 9100 }, { "epoch": 0.98, "learning_rate": 0.00015322234156820623, "loss": 0.0579, "step": 9110 }, { "epoch": 0.98, "learning_rate": 0.0001530612244897959, "loss": 0.0661, "step": 9120 }, { "epoch": 0.98, "learning_rate": 0.0001529001074113856, "loss": 0.0686, "step": 9130 }, { "epoch": 0.98, "learning_rate": 0.0001527389903329753, "loss": 0.0655, "step": 9140 }, { "epoch": 0.98, "learning_rate": 0.00015257787325456497, "loss": 0.0647, "step": 9150 }, { "epoch": 0.98, "learning_rate": 0.00015241675617615465, "loss": 0.0638, "step": 9160 }, { "epoch": 0.98, "learning_rate": 0.00015225563909774436, "loss": 0.0571, "step": 9170 }, { "epoch": 0.99, "learning_rate": 0.00015209452201933403, "loss": 0.0625, "step": 9180 }, { "epoch": 0.99, "learning_rate": 0.0001519334049409237, "loss": 0.057, "step": 9190 }, { "epoch": 0.99, "learning_rate": 0.0001517722878625134, "loss": 0.0578, "step": 9200 }, { "epoch": 0.99, "learning_rate": 0.0001516111707841031, "loss": 0.0659, "step": 9210 }, { "epoch": 0.99, "learning_rate": 0.00015145005370569277, "loss": 0.0506, "step": 9220 }, { "epoch": 0.99, "learning_rate": 0.00015128893662728245, "loss": 0.0582, "step": 9230 }, { "epoch": 0.99, "learning_rate": 0.00015112781954887218, "loss": 0.0488, "step": 9240 }, { "epoch": 0.99, "learning_rate": 0.00015096670247046186, "loss": 0.0538, "step": 9250 }, { "epoch": 0.99, "learning_rate": 0.00015080558539205154, "loss": 0.0495, "step": 9260 }, { "epoch": 1.0, "learning_rate": 0.00015064446831364125, "loss": 0.0533, "step": 9270 }, { "epoch": 1.0, "learning_rate": 0.00015048335123523093, "loss": 0.0526, "step": 9280 }, { "epoch": 1.0, "learning_rate": 0.0001503222341568206, "loss": 0.0621, "step": 9290 }, { "epoch": 1.0, "learning_rate": 0.0001501611170784103, "loss": 0.0648, "step": 9300 }, { "epoch": 1.0, "learning_rate": 0.00015, "loss": 0.0551, "step": 9310 }, { "epoch": 1.0, "learning_rate": 0.0001498388829215897, "loss": 0.0481, "step": 9320 }, { "epoch": 1.0, "learning_rate": 0.00014967776584317937, "loss": 0.0467, "step": 9330 }, { "epoch": 1.0, "learning_rate": 0.00014951664876476905, "loss": 0.0459, "step": 9340 }, { "epoch": 1.0, "learning_rate": 0.00014935553168635875, "loss": 0.047, "step": 9350 }, { "epoch": 1.01, "learning_rate": 0.00014919441460794843, "loss": 0.0502, "step": 9360 }, { "epoch": 1.01, "learning_rate": 0.0001490332975295381, "loss": 0.0493, "step": 9370 }, { "epoch": 1.01, "learning_rate": 0.0001488721804511278, "loss": 0.0415, "step": 9380 }, { "epoch": 1.01, "learning_rate": 0.0001487110633727175, "loss": 0.0476, "step": 9390 }, { "epoch": 1.01, "learning_rate": 0.0001485499462943072, "loss": 0.0457, "step": 9400 }, { "epoch": 1.01, "learning_rate": 0.00014838882921589688, "loss": 0.0409, "step": 9410 }, { "epoch": 1.01, "learning_rate": 0.00014822771213748656, "loss": 0.0473, "step": 9420 }, { "epoch": 1.01, "learning_rate": 0.00014806659505907626, "loss": 0.043, "step": 9430 }, { "epoch": 1.01, "learning_rate": 0.00014790547798066594, "loss": 0.0521, "step": 9440 }, { "epoch": 1.01, "learning_rate": 0.00014774436090225562, "loss": 0.0552, "step": 9450 }, { "epoch": 1.02, "learning_rate": 0.00014758324382384532, "loss": 0.0452, "step": 9460 }, { "epoch": 1.02, "learning_rate": 0.000147422126745435, "loss": 0.052, "step": 9470 }, { "epoch": 1.02, "learning_rate": 0.00014726100966702468, "loss": 0.0436, "step": 9480 }, { "epoch": 1.02, "learning_rate": 0.00014709989258861438, "loss": 0.0439, "step": 9490 }, { "epoch": 1.02, "learning_rate": 0.00014693877551020406, "loss": 0.0441, "step": 9500 }, { "epoch": 1.02, "learning_rate": 0.00014677765843179377, "loss": 0.0434, "step": 9510 }, { "epoch": 1.02, "learning_rate": 0.00014661654135338345, "loss": 0.0562, "step": 9520 }, { "epoch": 1.02, "learning_rate": 0.00014645542427497313, "loss": 0.0443, "step": 9530 }, { "epoch": 1.02, "learning_rate": 0.00014629430719656283, "loss": 0.0465, "step": 9540 }, { "epoch": 1.03, "learning_rate": 0.0001461331901181525, "loss": 0.0409, "step": 9550 }, { "epoch": 1.03, "learning_rate": 0.0001459720730397422, "loss": 0.0413, "step": 9560 }, { "epoch": 1.03, "learning_rate": 0.0001458109559613319, "loss": 0.0397, "step": 9570 }, { "epoch": 1.03, "learning_rate": 0.00014564983888292157, "loss": 0.0455, "step": 9580 }, { "epoch": 1.03, "learning_rate": 0.00014548872180451128, "loss": 0.0434, "step": 9590 }, { "epoch": 1.03, "learning_rate": 0.00014532760472610095, "loss": 0.0418, "step": 9600 }, { "epoch": 1.03, "learning_rate": 0.00014516648764769063, "loss": 0.0464, "step": 9610 }, { "epoch": 1.03, "learning_rate": 0.00014500537056928034, "loss": 0.0427, "step": 9620 }, { "epoch": 1.03, "learning_rate": 0.00014484425349087002, "loss": 0.0441, "step": 9630 }, { "epoch": 1.04, "learning_rate": 0.0001446831364124597, "loss": 0.0558, "step": 9640 }, { "epoch": 1.04, "learning_rate": 0.0001445220193340494, "loss": 0.0432, "step": 9650 }, { "epoch": 1.04, "learning_rate": 0.00014436090225563908, "loss": 0.0506, "step": 9660 }, { "epoch": 1.04, "learning_rate": 0.00014419978517722878, "loss": 0.0416, "step": 9670 }, { "epoch": 1.04, "learning_rate": 0.00014403866809881846, "loss": 0.0456, "step": 9680 }, { "epoch": 1.04, "learning_rate": 0.00014387755102040814, "loss": 0.0463, "step": 9690 }, { "epoch": 1.04, "learning_rate": 0.00014371643394199784, "loss": 0.0589, "step": 9700 }, { "epoch": 1.04, "learning_rate": 0.00014355531686358752, "loss": 0.0413, "step": 9710 }, { "epoch": 1.04, "learning_rate": 0.0001433941997851772, "loss": 0.044, "step": 9720 }, { "epoch": 1.05, "learning_rate": 0.0001432330827067669, "loss": 0.0465, "step": 9730 }, { "epoch": 1.05, "learning_rate": 0.0001430719656283566, "loss": 0.0423, "step": 9740 }, { "epoch": 1.05, "learning_rate": 0.0001429108485499463, "loss": 0.0369, "step": 9750 }, { "epoch": 1.05, "learning_rate": 0.00014274973147153597, "loss": 0.0428, "step": 9760 }, { "epoch": 1.05, "learning_rate": 0.00014258861439312567, "loss": 0.0458, "step": 9770 }, { "epoch": 1.05, "learning_rate": 0.00014242749731471535, "loss": 0.0489, "step": 9780 }, { "epoch": 1.05, "learning_rate": 0.00014226638023630503, "loss": 0.0435, "step": 9790 }, { "epoch": 1.05, "learning_rate": 0.0001421052631578947, "loss": 0.0407, "step": 9800 }, { "epoch": 1.05, "learning_rate": 0.00014194414607948441, "loss": 0.0439, "step": 9810 }, { "epoch": 1.05, "learning_rate": 0.0001417830290010741, "loss": 0.0446, "step": 9820 }, { "epoch": 1.06, "learning_rate": 0.00014162191192266377, "loss": 0.0437, "step": 9830 }, { "epoch": 1.06, "learning_rate": 0.00014146079484425348, "loss": 0.0416, "step": 9840 }, { "epoch": 1.06, "learning_rate": 0.00014129967776584318, "loss": 0.0448, "step": 9850 }, { "epoch": 1.06, "learning_rate": 0.00014113856068743286, "loss": 0.0457, "step": 9860 }, { "epoch": 1.06, "learning_rate": 0.00014097744360902254, "loss": 0.036, "step": 9870 }, { "epoch": 1.06, "learning_rate": 0.00014081632653061224, "loss": 0.0409, "step": 9880 }, { "epoch": 1.06, "learning_rate": 0.00014065520945220192, "loss": 0.0505, "step": 9890 }, { "epoch": 1.06, "learning_rate": 0.0001404940923737916, "loss": 0.0417, "step": 9900 }, { "epoch": 1.06, "learning_rate": 0.0001403329752953813, "loss": 0.0422, "step": 9910 }, { "epoch": 1.07, "learning_rate": 0.00014017185821697098, "loss": 0.0524, "step": 9920 }, { "epoch": 1.07, "learning_rate": 0.0001400107411385607, "loss": 0.0435, "step": 9930 }, { "epoch": 1.07, "learning_rate": 0.00013984962406015037, "loss": 0.0434, "step": 9940 }, { "epoch": 1.07, "learning_rate": 0.00013968850698174004, "loss": 0.0447, "step": 9950 }, { "epoch": 1.07, "learning_rate": 0.00013952738990332975, "loss": 0.0499, "step": 9960 }, { "epoch": 1.07, "learning_rate": 0.00013936627282491943, "loss": 0.0446, "step": 9970 }, { "epoch": 1.07, "learning_rate": 0.0001392051557465091, "loss": 0.0402, "step": 9980 }, { "epoch": 1.07, "learning_rate": 0.0001390440386680988, "loss": 0.0457, "step": 9990 }, { "epoch": 1.07, "learning_rate": 0.0001388829215896885, "loss": 0.0425, "step": 10000 }, { "epoch": 1.07, "eval_cer": 0.9237267265572492, "eval_loss": 0.036706846207380295, "eval_runtime": 118.777, "eval_samples_per_second": 16.821, "eval_steps_per_second": 4.21, "step": 10000 }, { "epoch": 1.08, "learning_rate": 0.0001387218045112782, "loss": 0.046, "step": 10010 }, { "epoch": 1.08, "learning_rate": 0.00013856068743286787, "loss": 0.0437, "step": 10020 }, { "epoch": 1.08, "learning_rate": 0.00013839957035445755, "loss": 0.0458, "step": 10030 }, { "epoch": 1.08, "learning_rate": 0.00013823845327604726, "loss": 0.0469, "step": 10040 }, { "epoch": 1.08, "learning_rate": 0.00013807733619763694, "loss": 0.0527, "step": 10050 }, { "epoch": 1.08, "learning_rate": 0.00013791621911922661, "loss": 0.047, "step": 10060 }, { "epoch": 1.08, "learning_rate": 0.00013775510204081632, "loss": 0.0392, "step": 10070 }, { "epoch": 1.08, "learning_rate": 0.000137593984962406, "loss": 0.0462, "step": 10080 }, { "epoch": 1.08, "learning_rate": 0.0001374328678839957, "loss": 0.0441, "step": 10090 }, { "epoch": 1.08, "learning_rate": 0.00013727175080558538, "loss": 0.0437, "step": 10100 }, { "epoch": 1.09, "learning_rate": 0.00013711063372717506, "loss": 0.0445, "step": 10110 }, { "epoch": 1.09, "learning_rate": 0.00013694951664876476, "loss": 0.0391, "step": 10120 }, { "epoch": 1.09, "learning_rate": 0.00013678839957035444, "loss": 0.0443, "step": 10130 }, { "epoch": 1.09, "learning_rate": 0.00013662728249194412, "loss": 0.0444, "step": 10140 }, { "epoch": 1.09, "learning_rate": 0.00013646616541353383, "loss": 0.0411, "step": 10150 }, { "epoch": 1.09, "learning_rate": 0.0001363050483351235, "loss": 0.057, "step": 10160 }, { "epoch": 1.09, "learning_rate": 0.00013614393125671318, "loss": 0.0425, "step": 10170 }, { "epoch": 1.09, "learning_rate": 0.0001359828141783029, "loss": 0.0452, "step": 10180 }, { "epoch": 1.09, "learning_rate": 0.0001358216970998926, "loss": 0.0472, "step": 10190 }, { "epoch": 1.1, "learning_rate": 0.00013566058002148227, "loss": 0.0429, "step": 10200 }, { "epoch": 1.1, "learning_rate": 0.00013549946294307195, "loss": 0.0446, "step": 10210 }, { "epoch": 1.1, "learning_rate": 0.00013533834586466163, "loss": 0.047, "step": 10220 }, { "epoch": 1.1, "learning_rate": 0.00013517722878625133, "loss": 0.0436, "step": 10230 }, { "epoch": 1.1, "learning_rate": 0.000135016111707841, "loss": 0.0391, "step": 10240 }, { "epoch": 1.1, "learning_rate": 0.0001348549946294307, "loss": 0.0418, "step": 10250 }, { "epoch": 1.1, "learning_rate": 0.0001346938775510204, "loss": 0.043, "step": 10260 }, { "epoch": 1.1, "learning_rate": 0.0001345327604726101, "loss": 0.0409, "step": 10270 }, { "epoch": 1.1, "learning_rate": 0.00013437164339419978, "loss": 0.0393, "step": 10280 }, { "epoch": 1.11, "learning_rate": 0.00013421052631578946, "loss": 0.0523, "step": 10290 }, { "epoch": 1.11, "learning_rate": 0.00013404940923737916, "loss": 0.0422, "step": 10300 }, { "epoch": 1.11, "learning_rate": 0.00013388829215896884, "loss": 0.0445, "step": 10310 }, { "epoch": 1.11, "learning_rate": 0.00013372717508055852, "loss": 0.0409, "step": 10320 }, { "epoch": 1.11, "learning_rate": 0.00013356605800214822, "loss": 0.0406, "step": 10330 }, { "epoch": 1.11, "learning_rate": 0.0001334049409237379, "loss": 0.0423, "step": 10340 }, { "epoch": 1.11, "learning_rate": 0.0001332438238453276, "loss": 0.0468, "step": 10350 }, { "epoch": 1.11, "learning_rate": 0.0001330827067669173, "loss": 0.0504, "step": 10360 }, { "epoch": 1.11, "learning_rate": 0.00013292158968850696, "loss": 0.0419, "step": 10370 }, { "epoch": 1.11, "learning_rate": 0.00013276047261009667, "loss": 0.048, "step": 10380 }, { "epoch": 1.12, "learning_rate": 0.00013259935553168635, "loss": 0.0456, "step": 10390 }, { "epoch": 1.12, "learning_rate": 0.00013243823845327603, "loss": 0.0427, "step": 10400 }, { "epoch": 1.12, "learning_rate": 0.00013227712137486573, "loss": 0.0425, "step": 10410 }, { "epoch": 1.12, "learning_rate": 0.0001321160042964554, "loss": 0.043, "step": 10420 }, { "epoch": 1.12, "learning_rate": 0.00013195488721804512, "loss": 0.0444, "step": 10430 }, { "epoch": 1.12, "learning_rate": 0.0001317937701396348, "loss": 0.0398, "step": 10440 }, { "epoch": 1.12, "learning_rate": 0.00013163265306122447, "loss": 0.042, "step": 10450 }, { "epoch": 1.12, "learning_rate": 0.00013147153598281418, "loss": 0.05, "step": 10460 }, { "epoch": 1.12, "learning_rate": 0.00013131041890440386, "loss": 0.0375, "step": 10470 }, { "epoch": 1.13, "learning_rate": 0.00013114930182599353, "loss": 0.0413, "step": 10480 }, { "epoch": 1.13, "learning_rate": 0.00013098818474758324, "loss": 0.0427, "step": 10490 }, { "epoch": 1.13, "learning_rate": 0.00013082706766917292, "loss": 0.0425, "step": 10500 }, { "epoch": 1.13, "learning_rate": 0.0001306659505907626, "loss": 0.0486, "step": 10510 }, { "epoch": 1.13, "learning_rate": 0.0001305048335123523, "loss": 0.053, "step": 10520 }, { "epoch": 1.13, "learning_rate": 0.00013034371643394198, "loss": 0.0465, "step": 10530 }, { "epoch": 1.13, "learning_rate": 0.00013018259935553168, "loss": 0.0422, "step": 10540 }, { "epoch": 1.13, "learning_rate": 0.00013002148227712136, "loss": 0.0455, "step": 10550 }, { "epoch": 1.13, "learning_rate": 0.00012986036519871104, "loss": 0.0381, "step": 10560 }, { "epoch": 1.14, "learning_rate": 0.00012969924812030075, "loss": 0.0447, "step": 10570 }, { "epoch": 1.14, "learning_rate": 0.00012953813104189042, "loss": 0.0398, "step": 10580 }, { "epoch": 1.14, "learning_rate": 0.0001293770139634801, "loss": 0.0372, "step": 10590 }, { "epoch": 1.14, "learning_rate": 0.0001292158968850698, "loss": 0.0425, "step": 10600 }, { "epoch": 1.14, "learning_rate": 0.00012905477980665951, "loss": 0.047, "step": 10610 }, { "epoch": 1.14, "learning_rate": 0.0001288936627282492, "loss": 0.0399, "step": 10620 }, { "epoch": 1.14, "learning_rate": 0.00012873254564983887, "loss": 0.0391, "step": 10630 }, { "epoch": 1.14, "learning_rate": 0.00012857142857142855, "loss": 0.0393, "step": 10640 }, { "epoch": 1.14, "learning_rate": 0.00012841031149301825, "loss": 0.049, "step": 10650 }, { "epoch": 1.14, "learning_rate": 0.00012824919441460793, "loss": 0.0391, "step": 10660 }, { "epoch": 1.15, "learning_rate": 0.0001280880773361976, "loss": 0.0398, "step": 10670 }, { "epoch": 1.15, "learning_rate": 0.00012792696025778732, "loss": 0.0388, "step": 10680 }, { "epoch": 1.15, "learning_rate": 0.00012776584317937702, "loss": 0.0453, "step": 10690 }, { "epoch": 1.15, "learning_rate": 0.0001276047261009667, "loss": 0.044, "step": 10700 }, { "epoch": 1.15, "learning_rate": 0.00012744360902255638, "loss": 0.0426, "step": 10710 }, { "epoch": 1.15, "learning_rate": 0.00012728249194414608, "loss": 0.046, "step": 10720 }, { "epoch": 1.15, "learning_rate": 0.00012712137486573576, "loss": 0.041, "step": 10730 }, { "epoch": 1.15, "learning_rate": 0.00012696025778732544, "loss": 0.0447, "step": 10740 }, { "epoch": 1.15, "learning_rate": 0.00012679914070891512, "loss": 0.0446, "step": 10750 }, { "epoch": 1.16, "learning_rate": 0.00012663802363050482, "loss": 0.0458, "step": 10760 }, { "epoch": 1.16, "learning_rate": 0.0001264769065520945, "loss": 0.0409, "step": 10770 }, { "epoch": 1.16, "learning_rate": 0.00012631578947368418, "loss": 0.0416, "step": 10780 }, { "epoch": 1.16, "learning_rate": 0.00012615467239527388, "loss": 0.0414, "step": 10790 }, { "epoch": 1.16, "learning_rate": 0.0001259935553168636, "loss": 0.0433, "step": 10800 }, { "epoch": 1.16, "learning_rate": 0.00012583243823845327, "loss": 0.0404, "step": 10810 }, { "epoch": 1.16, "learning_rate": 0.00012567132116004295, "loss": 0.0473, "step": 10820 }, { "epoch": 1.16, "learning_rate": 0.00012551020408163265, "loss": 0.0372, "step": 10830 }, { "epoch": 1.16, "learning_rate": 0.00012534908700322233, "loss": 0.0427, "step": 10840 }, { "epoch": 1.17, "learning_rate": 0.000125187969924812, "loss": 0.0423, "step": 10850 }, { "epoch": 1.17, "learning_rate": 0.00012502685284640171, "loss": 0.0463, "step": 10860 }, { "epoch": 1.17, "learning_rate": 0.0001248657357679914, "loss": 0.0466, "step": 10870 }, { "epoch": 1.17, "learning_rate": 0.0001247046186895811, "loss": 0.046, "step": 10880 }, { "epoch": 1.17, "learning_rate": 0.00012454350161117078, "loss": 0.0358, "step": 10890 }, { "epoch": 1.17, "learning_rate": 0.00012438238453276045, "loss": 0.0424, "step": 10900 }, { "epoch": 1.17, "learning_rate": 0.00012422126745435016, "loss": 0.041, "step": 10910 }, { "epoch": 1.17, "learning_rate": 0.00012406015037593984, "loss": 0.0425, "step": 10920 }, { "epoch": 1.17, "learning_rate": 0.00012389903329752952, "loss": 0.0431, "step": 10930 }, { "epoch": 1.17, "learning_rate": 0.00012373791621911922, "loss": 0.0453, "step": 10940 }, { "epoch": 1.18, "learning_rate": 0.0001235767991407089, "loss": 0.0473, "step": 10950 }, { "epoch": 1.18, "learning_rate": 0.0001234156820622986, "loss": 0.0426, "step": 10960 }, { "epoch": 1.18, "learning_rate": 0.00012325456498388828, "loss": 0.0435, "step": 10970 }, { "epoch": 1.18, "learning_rate": 0.00012309344790547796, "loss": 0.0441, "step": 10980 }, { "epoch": 1.18, "learning_rate": 0.00012293233082706767, "loss": 0.0423, "step": 10990 }, { "epoch": 1.18, "learning_rate": 0.00012277121374865734, "loss": 0.0394, "step": 11000 }, { "epoch": 1.18, "eval_cer": 0.9236702905428632, "eval_loss": 0.03555446118116379, "eval_runtime": 119.0714, "eval_samples_per_second": 16.78, "eval_steps_per_second": 4.199, "step": 11000 }, { "epoch": 1.18, "learning_rate": 0.00012261009667024702, "loss": 0.0425, "step": 11010 }, { "epoch": 1.18, "learning_rate": 0.00012244897959183673, "loss": 0.0404, "step": 11020 }, { "epoch": 1.18, "learning_rate": 0.0001222878625134264, "loss": 0.0404, "step": 11030 }, { "epoch": 1.19, "learning_rate": 0.0001221267454350161, "loss": 0.0464, "step": 11040 }, { "epoch": 1.19, "learning_rate": 0.00012196562835660579, "loss": 0.0398, "step": 11050 }, { "epoch": 1.19, "learning_rate": 0.00012180451127819547, "loss": 0.0373, "step": 11060 }, { "epoch": 1.19, "learning_rate": 0.00012164339419978516, "loss": 0.0465, "step": 11070 }, { "epoch": 1.19, "learning_rate": 0.00012148227712137487, "loss": 0.0399, "step": 11080 }, { "epoch": 1.19, "learning_rate": 0.00012132116004296454, "loss": 0.0428, "step": 11090 }, { "epoch": 1.19, "learning_rate": 0.00012116004296455424, "loss": 0.0422, "step": 11100 }, { "epoch": 1.19, "learning_rate": 0.00012099892588614393, "loss": 0.0461, "step": 11110 }, { "epoch": 1.19, "learning_rate": 0.0001208378088077336, "loss": 0.0413, "step": 11120 }, { "epoch": 1.2, "learning_rate": 0.0001206766917293233, "loss": 0.0433, "step": 11130 }, { "epoch": 1.2, "learning_rate": 0.00012051557465091299, "loss": 0.0476, "step": 11140 }, { "epoch": 1.2, "learning_rate": 0.00012035445757250267, "loss": 0.0466, "step": 11150 }, { "epoch": 1.2, "learning_rate": 0.00012019334049409236, "loss": 0.0462, "step": 11160 }, { "epoch": 1.2, "learning_rate": 0.00012003222341568204, "loss": 0.0412, "step": 11170 }, { "epoch": 1.2, "learning_rate": 0.00011987110633727174, "loss": 0.0389, "step": 11180 }, { "epoch": 1.2, "learning_rate": 0.00011970998925886143, "loss": 0.0475, "step": 11190 }, { "epoch": 1.2, "learning_rate": 0.00011954887218045111, "loss": 0.0382, "step": 11200 }, { "epoch": 1.2, "learning_rate": 0.0001193877551020408, "loss": 0.0431, "step": 11210 }, { "epoch": 1.21, "learning_rate": 0.0001192266380236305, "loss": 0.0388, "step": 11220 }, { "epoch": 1.21, "learning_rate": 0.00011906552094522017, "loss": 0.0445, "step": 11230 }, { "epoch": 1.21, "learning_rate": 0.00011890440386680987, "loss": 0.0425, "step": 11240 }, { "epoch": 1.21, "learning_rate": 0.00011874328678839957, "loss": 0.0415, "step": 11250 }, { "epoch": 1.21, "learning_rate": 0.00011858216970998925, "loss": 0.044, "step": 11260 }, { "epoch": 1.21, "learning_rate": 0.00011842105263157894, "loss": 0.0454, "step": 11270 }, { "epoch": 1.21, "learning_rate": 0.00011825993555316863, "loss": 0.0456, "step": 11280 }, { "epoch": 1.21, "learning_rate": 0.00011809881847475831, "loss": 0.0412, "step": 11290 }, { "epoch": 1.21, "learning_rate": 0.000117937701396348, "loss": 0.0475, "step": 11300 }, { "epoch": 1.21, "learning_rate": 0.00011777658431793768, "loss": 0.0407, "step": 11310 }, { "epoch": 1.22, "learning_rate": 0.00011761546723952737, "loss": 0.0412, "step": 11320 }, { "epoch": 1.22, "learning_rate": 0.00011745435016111707, "loss": 0.0402, "step": 11330 }, { "epoch": 1.22, "learning_rate": 0.00011729323308270674, "loss": 0.037, "step": 11340 }, { "epoch": 1.22, "learning_rate": 0.00011713211600429645, "loss": 0.0501, "step": 11350 }, { "epoch": 1.22, "learning_rate": 0.00011697099892588614, "loss": 0.0472, "step": 11360 }, { "epoch": 1.22, "learning_rate": 0.00011680988184747582, "loss": 0.0469, "step": 11370 }, { "epoch": 1.22, "learning_rate": 0.00011664876476906551, "loss": 0.0396, "step": 11380 }, { "epoch": 1.22, "learning_rate": 0.0001164876476906552, "loss": 0.0461, "step": 11390 }, { "epoch": 1.22, "learning_rate": 0.00011632653061224488, "loss": 0.0364, "step": 11400 }, { "epoch": 1.23, "learning_rate": 0.00011616541353383457, "loss": 0.0426, "step": 11410 }, { "epoch": 1.23, "learning_rate": 0.00011600429645542428, "loss": 0.0399, "step": 11420 }, { "epoch": 1.23, "learning_rate": 0.00011584317937701396, "loss": 0.0403, "step": 11430 }, { "epoch": 1.23, "learning_rate": 0.00011568206229860365, "loss": 0.0406, "step": 11440 }, { "epoch": 1.23, "learning_rate": 0.00011552094522019333, "loss": 0.0421, "step": 11450 }, { "epoch": 1.23, "learning_rate": 0.00011535982814178302, "loss": 0.0382, "step": 11460 }, { "epoch": 1.23, "learning_rate": 0.00011519871106337271, "loss": 0.0389, "step": 11470 }, { "epoch": 1.23, "learning_rate": 0.00011503759398496239, "loss": 0.0395, "step": 11480 }, { "epoch": 1.23, "learning_rate": 0.00011487647690655208, "loss": 0.0446, "step": 11490 }, { "epoch": 1.24, "learning_rate": 0.00011471535982814177, "loss": 0.0361, "step": 11500 }, { "epoch": 1.24, "learning_rate": 0.00011455424274973145, "loss": 0.0445, "step": 11510 }, { "epoch": 1.24, "learning_rate": 0.00011439312567132116, "loss": 0.0406, "step": 11520 }, { "epoch": 1.24, "learning_rate": 0.00011423200859291085, "loss": 0.0387, "step": 11530 }, { "epoch": 1.24, "learning_rate": 0.00011407089151450053, "loss": 0.04, "step": 11540 }, { "epoch": 1.24, "learning_rate": 0.00011390977443609022, "loss": 0.0538, "step": 11550 }, { "epoch": 1.24, "learning_rate": 0.00011374865735767991, "loss": 0.0445, "step": 11560 }, { "epoch": 1.24, "learning_rate": 0.00011358754027926959, "loss": 0.0417, "step": 11570 }, { "epoch": 1.24, "learning_rate": 0.00011342642320085928, "loss": 0.0413, "step": 11580 }, { "epoch": 1.24, "learning_rate": 0.00011326530612244896, "loss": 0.0415, "step": 11590 }, { "epoch": 1.25, "learning_rate": 0.00011310418904403866, "loss": 0.041, "step": 11600 }, { "epoch": 1.25, "learning_rate": 0.00011294307196562835, "loss": 0.041, "step": 11610 }, { "epoch": 1.25, "learning_rate": 0.00011278195488721803, "loss": 0.0417, "step": 11620 }, { "epoch": 1.25, "learning_rate": 0.00011262083780880772, "loss": 0.0371, "step": 11630 }, { "epoch": 1.25, "learning_rate": 0.00011245972073039742, "loss": 0.0393, "step": 11640 }, { "epoch": 1.25, "learning_rate": 0.0001122986036519871, "loss": 0.042, "step": 11650 }, { "epoch": 1.25, "learning_rate": 0.00011213748657357679, "loss": 0.0374, "step": 11660 }, { "epoch": 1.25, "learning_rate": 0.00011197636949516648, "loss": 0.0355, "step": 11670 }, { "epoch": 1.25, "learning_rate": 0.00011181525241675616, "loss": 0.0419, "step": 11680 }, { "epoch": 1.26, "learning_rate": 0.00011165413533834586, "loss": 0.0377, "step": 11690 }, { "epoch": 1.26, "learning_rate": 0.00011149301825993555, "loss": 0.0422, "step": 11700 }, { "epoch": 1.26, "learning_rate": 0.00011133190118152523, "loss": 0.0411, "step": 11710 }, { "epoch": 1.26, "learning_rate": 0.00011117078410311492, "loss": 0.0449, "step": 11720 }, { "epoch": 1.26, "learning_rate": 0.0001110096670247046, "loss": 0.0465, "step": 11730 }, { "epoch": 1.26, "learning_rate": 0.0001108485499462943, "loss": 0.041, "step": 11740 }, { "epoch": 1.26, "learning_rate": 0.00011068743286788399, "loss": 0.0464, "step": 11750 }, { "epoch": 1.26, "learning_rate": 0.00011052631578947366, "loss": 0.039, "step": 11760 }, { "epoch": 1.26, "learning_rate": 0.00011036519871106337, "loss": 0.0482, "step": 11770 }, { "epoch": 1.27, "learning_rate": 0.00011020408163265306, "loss": 0.0391, "step": 11780 }, { "epoch": 1.27, "learning_rate": 0.00011004296455424274, "loss": 0.0336, "step": 11790 }, { "epoch": 1.27, "learning_rate": 0.00010988184747583243, "loss": 0.0367, "step": 11800 }, { "epoch": 1.27, "learning_rate": 0.00010972073039742212, "loss": 0.0318, "step": 11810 }, { "epoch": 1.27, "learning_rate": 0.0001095596133190118, "loss": 0.038, "step": 11820 }, { "epoch": 1.27, "learning_rate": 0.00010939849624060149, "loss": 0.0426, "step": 11830 }, { "epoch": 1.27, "learning_rate": 0.00010923737916219118, "loss": 0.0373, "step": 11840 }, { "epoch": 1.27, "learning_rate": 0.00010907626208378086, "loss": 0.042, "step": 11850 }, { "epoch": 1.27, "learning_rate": 0.00010891514500537057, "loss": 0.0376, "step": 11860 }, { "epoch": 1.27, "learning_rate": 0.00010875402792696025, "loss": 0.0384, "step": 11870 }, { "epoch": 1.28, "learning_rate": 0.00010859291084854994, "loss": 0.0408, "step": 11880 }, { "epoch": 1.28, "learning_rate": 0.00010843179377013963, "loss": 0.0466, "step": 11890 }, { "epoch": 1.28, "learning_rate": 0.00010827067669172931, "loss": 0.043, "step": 11900 }, { "epoch": 1.28, "learning_rate": 0.000108109559613319, "loss": 0.038, "step": 11910 }, { "epoch": 1.28, "learning_rate": 0.00010794844253490869, "loss": 0.0415, "step": 11920 }, { "epoch": 1.28, "learning_rate": 0.00010778732545649837, "loss": 0.044, "step": 11930 }, { "epoch": 1.28, "learning_rate": 0.00010762620837808808, "loss": 0.046, "step": 11940 }, { "epoch": 1.28, "learning_rate": 0.00010746509129967777, "loss": 0.0414, "step": 11950 }, { "epoch": 1.28, "learning_rate": 0.00010730397422126745, "loss": 0.0445, "step": 11960 }, { "epoch": 1.29, "learning_rate": 0.00010714285714285714, "loss": 0.0412, "step": 11970 }, { "epoch": 1.29, "learning_rate": 0.00010698174006444682, "loss": 0.0449, "step": 11980 }, { "epoch": 1.29, "learning_rate": 0.00010682062298603651, "loss": 0.0468, "step": 11990 }, { "epoch": 1.29, "learning_rate": 0.0001066595059076262, "loss": 0.0399, "step": 12000 }, { "epoch": 1.29, "eval_cer": 0.9236283910776372, "eval_loss": 0.034416958689689636, "eval_runtime": 118.9502, "eval_samples_per_second": 16.797, "eval_steps_per_second": 4.203, "step": 12000 }, { "epoch": 1.29, "learning_rate": 0.00010649838882921588, "loss": 0.0433, "step": 12010 }, { "epoch": 1.29, "learning_rate": 0.00010633727175080557, "loss": 0.0408, "step": 12020 }, { "epoch": 1.29, "learning_rate": 0.00010617615467239527, "loss": 0.0426, "step": 12030 }, { "epoch": 1.29, "learning_rate": 0.00010601503759398495, "loss": 0.0491, "step": 12040 }, { "epoch": 1.29, "learning_rate": 0.00010585392051557464, "loss": 0.0486, "step": 12050 }, { "epoch": 1.3, "learning_rate": 0.00010569280343716434, "loss": 0.0426, "step": 12060 }, { "epoch": 1.3, "learning_rate": 0.00010553168635875401, "loss": 0.0452, "step": 12070 }, { "epoch": 1.3, "learning_rate": 0.0001053705692803437, "loss": 0.0404, "step": 12080 }, { "epoch": 1.3, "learning_rate": 0.0001052094522019334, "loss": 0.042, "step": 12090 }, { "epoch": 1.3, "learning_rate": 0.00010504833512352308, "loss": 0.0413, "step": 12100 }, { "epoch": 1.3, "learning_rate": 0.00010488721804511278, "loss": 0.0405, "step": 12110 }, { "epoch": 1.3, "learning_rate": 0.00010472610096670245, "loss": 0.0434, "step": 12120 }, { "epoch": 1.3, "learning_rate": 0.00010456498388829215, "loss": 0.0385, "step": 12130 }, { "epoch": 1.3, "learning_rate": 0.00010440386680988184, "loss": 0.0384, "step": 12140 }, { "epoch": 1.3, "learning_rate": 0.00010424274973147152, "loss": 0.0327, "step": 12150 }, { "epoch": 1.31, "learning_rate": 0.00010408163265306121, "loss": 0.0387, "step": 12160 }, { "epoch": 1.31, "learning_rate": 0.0001039205155746509, "loss": 0.0433, "step": 12170 }, { "epoch": 1.31, "learning_rate": 0.00010375939849624058, "loss": 0.0391, "step": 12180 }, { "epoch": 1.31, "learning_rate": 0.00010359828141783028, "loss": 0.046, "step": 12190 }, { "epoch": 1.31, "learning_rate": 0.00010343716433941998, "loss": 0.0407, "step": 12200 }, { "epoch": 1.31, "learning_rate": 0.00010327604726100966, "loss": 0.0372, "step": 12210 }, { "epoch": 1.31, "learning_rate": 0.00010311493018259935, "loss": 0.043, "step": 12220 }, { "epoch": 1.31, "learning_rate": 0.00010295381310418904, "loss": 0.0408, "step": 12230 }, { "epoch": 1.31, "learning_rate": 0.00010279269602577872, "loss": 0.0415, "step": 12240 }, { "epoch": 1.32, "learning_rate": 0.00010263157894736841, "loss": 0.037, "step": 12250 }, { "epoch": 1.32, "learning_rate": 0.00010247046186895809, "loss": 0.0391, "step": 12260 }, { "epoch": 1.32, "learning_rate": 0.00010230934479054778, "loss": 0.0408, "step": 12270 }, { "epoch": 1.32, "learning_rate": 0.00010214822771213749, "loss": 0.0403, "step": 12280 }, { "epoch": 1.32, "learning_rate": 0.00010198711063372715, "loss": 0.0448, "step": 12290 }, { "epoch": 1.32, "learning_rate": 0.00010182599355531686, "loss": 0.0391, "step": 12300 }, { "epoch": 1.32, "learning_rate": 0.00010166487647690655, "loss": 0.0377, "step": 12310 }, { "epoch": 1.32, "learning_rate": 0.00010150375939849623, "loss": 0.042, "step": 12320 }, { "epoch": 1.32, "learning_rate": 0.00010134264232008592, "loss": 0.0384, "step": 12330 }, { "epoch": 1.33, "learning_rate": 0.00010118152524167561, "loss": 0.0463, "step": 12340 }, { "epoch": 1.33, "learning_rate": 0.00010102040816326529, "loss": 0.0424, "step": 12350 }, { "epoch": 1.33, "learning_rate": 0.00010085929108485498, "loss": 0.0488, "step": 12360 }, { "epoch": 1.33, "learning_rate": 0.00010069817400644469, "loss": 0.0483, "step": 12370 }, { "epoch": 1.33, "learning_rate": 0.00010053705692803437, "loss": 0.0406, "step": 12380 }, { "epoch": 1.33, "learning_rate": 0.00010037593984962406, "loss": 0.0433, "step": 12390 }, { "epoch": 1.33, "learning_rate": 0.00010021482277121374, "loss": 0.0363, "step": 12400 }, { "epoch": 1.33, "learning_rate": 0.00010005370569280343, "loss": 0.0397, "step": 12410 }, { "epoch": 1.33, "learning_rate": 9.989258861439312e-05, "loss": 0.0349, "step": 12420 }, { "epoch": 1.34, "learning_rate": 9.97314715359828e-05, "loss": 0.0372, "step": 12430 }, { "epoch": 1.34, "learning_rate": 9.957035445757249e-05, "loss": 0.0354, "step": 12440 }, { "epoch": 1.34, "learning_rate": 9.940923737916218e-05, "loss": 0.0353, "step": 12450 }, { "epoch": 1.34, "learning_rate": 9.924812030075186e-05, "loss": 0.0339, "step": 12460 }, { "epoch": 1.34, "learning_rate": 9.908700322234156e-05, "loss": 0.0398, "step": 12470 }, { "epoch": 1.34, "learning_rate": 9.892588614393126e-05, "loss": 0.0433, "step": 12480 }, { "epoch": 1.34, "learning_rate": 9.876476906552093e-05, "loss": 0.0448, "step": 12490 }, { "epoch": 1.34, "learning_rate": 9.860365198711063e-05, "loss": 0.0317, "step": 12500 }, { "epoch": 1.34, "learning_rate": 9.844253490870032e-05, "loss": 0.0422, "step": 12510 }, { "epoch": 1.34, "learning_rate": 9.828141783029e-05, "loss": 0.0364, "step": 12520 }, { "epoch": 1.35, "learning_rate": 9.812030075187969e-05, "loss": 0.0415, "step": 12530 }, { "epoch": 1.35, "learning_rate": 9.795918367346937e-05, "loss": 0.0372, "step": 12540 }, { "epoch": 1.35, "learning_rate": 9.779806659505907e-05, "loss": 0.041, "step": 12550 }, { "epoch": 1.35, "learning_rate": 9.763694951664876e-05, "loss": 0.0351, "step": 12560 }, { "epoch": 1.35, "learning_rate": 9.747583243823844e-05, "loss": 0.0353, "step": 12570 }, { "epoch": 1.35, "learning_rate": 9.731471535982813e-05, "loss": 0.0402, "step": 12580 }, { "epoch": 1.35, "learning_rate": 9.715359828141783e-05, "loss": 0.0429, "step": 12590 }, { "epoch": 1.35, "learning_rate": 9.69924812030075e-05, "loss": 0.0349, "step": 12600 }, { "epoch": 1.35, "learning_rate": 9.68313641245972e-05, "loss": 0.0429, "step": 12610 }, { "epoch": 1.36, "learning_rate": 9.667024704618689e-05, "loss": 0.0401, "step": 12620 }, { "epoch": 1.36, "learning_rate": 9.650912996777657e-05, "loss": 0.0374, "step": 12630 }, { "epoch": 1.36, "learning_rate": 9.634801288936627e-05, "loss": 0.0421, "step": 12640 }, { "epoch": 1.36, "learning_rate": 9.618689581095596e-05, "loss": 0.0394, "step": 12650 }, { "epoch": 1.36, "learning_rate": 9.602577873254564e-05, "loss": 0.0379, "step": 12660 }, { "epoch": 1.36, "learning_rate": 9.586466165413533e-05, "loss": 0.0365, "step": 12670 }, { "epoch": 1.36, "learning_rate": 9.570354457572501e-05, "loss": 0.0375, "step": 12680 }, { "epoch": 1.36, "learning_rate": 9.55424274973147e-05, "loss": 0.0432, "step": 12690 }, { "epoch": 1.36, "learning_rate": 9.53813104189044e-05, "loss": 0.046, "step": 12700 }, { "epoch": 1.37, "learning_rate": 9.522019334049407e-05, "loss": 0.0366, "step": 12710 }, { "epoch": 1.37, "learning_rate": 9.505907626208378e-05, "loss": 0.045, "step": 12720 }, { "epoch": 1.37, "learning_rate": 9.489795918367347e-05, "loss": 0.0391, "step": 12730 }, { "epoch": 1.37, "learning_rate": 9.473684210526315e-05, "loss": 0.0353, "step": 12740 }, { "epoch": 1.37, "learning_rate": 9.457572502685284e-05, "loss": 0.0345, "step": 12750 }, { "epoch": 1.37, "learning_rate": 9.441460794844253e-05, "loss": 0.0518, "step": 12760 }, { "epoch": 1.37, "learning_rate": 9.425349087003221e-05, "loss": 0.0411, "step": 12770 }, { "epoch": 1.37, "learning_rate": 9.40923737916219e-05, "loss": 0.0381, "step": 12780 }, { "epoch": 1.37, "learning_rate": 9.39312567132116e-05, "loss": 0.0393, "step": 12790 }, { "epoch": 1.37, "learning_rate": 9.377013963480127e-05, "loss": 0.0398, "step": 12800 }, { "epoch": 1.38, "learning_rate": 9.360902255639098e-05, "loss": 0.0432, "step": 12810 }, { "epoch": 1.38, "learning_rate": 9.344790547798066e-05, "loss": 0.0364, "step": 12820 }, { "epoch": 1.38, "learning_rate": 9.328678839957035e-05, "loss": 0.0434, "step": 12830 }, { "epoch": 1.38, "learning_rate": 9.312567132116004e-05, "loss": 0.0361, "step": 12840 }, { "epoch": 1.38, "learning_rate": 9.296455424274972e-05, "loss": 0.0353, "step": 12850 }, { "epoch": 1.38, "learning_rate": 9.280343716433941e-05, "loss": 0.0472, "step": 12860 }, { "epoch": 1.38, "learning_rate": 9.26423200859291e-05, "loss": 0.0398, "step": 12870 }, { "epoch": 1.38, "learning_rate": 9.248120300751878e-05, "loss": 0.0374, "step": 12880 }, { "epoch": 1.38, "learning_rate": 9.232008592910848e-05, "loss": 0.0359, "step": 12890 }, { "epoch": 1.39, "learning_rate": 9.215896885069818e-05, "loss": 0.0363, "step": 12900 }, { "epoch": 1.39, "learning_rate": 9.199785177228785e-05, "loss": 0.0386, "step": 12910 }, { "epoch": 1.39, "learning_rate": 9.183673469387755e-05, "loss": 0.0384, "step": 12920 }, { "epoch": 1.39, "learning_rate": 9.167561761546724e-05, "loss": 0.0381, "step": 12930 }, { "epoch": 1.39, "learning_rate": 9.151450053705692e-05, "loss": 0.039, "step": 12940 }, { "epoch": 1.39, "learning_rate": 9.135338345864661e-05, "loss": 0.0404, "step": 12950 }, { "epoch": 1.39, "learning_rate": 9.119226638023629e-05, "loss": 0.0436, "step": 12960 }, { "epoch": 1.39, "learning_rate": 9.103114930182598e-05, "loss": 0.0412, "step": 12970 }, { "epoch": 1.39, "learning_rate": 9.087003222341568e-05, "loss": 0.0328, "step": 12980 }, { "epoch": 1.4, "learning_rate": 9.070891514500536e-05, "loss": 0.0412, "step": 12990 }, { "epoch": 1.4, "learning_rate": 9.054779806659505e-05, "loss": 0.0375, "step": 13000 }, { "epoch": 1.4, "eval_cer": 0.923528345415771, "eval_loss": 0.03334718942642212, "eval_runtime": 118.8952, "eval_samples_per_second": 16.805, "eval_steps_per_second": 4.205, "step": 13000 }, { "epoch": 1.4, "learning_rate": 9.038668098818475e-05, "loss": 0.0373, "step": 13010 }, { "epoch": 1.4, "learning_rate": 9.022556390977442e-05, "loss": 0.0441, "step": 13020 }, { "epoch": 1.4, "learning_rate": 9.006444683136412e-05, "loss": 0.039, "step": 13030 }, { "epoch": 1.4, "learning_rate": 8.990332975295381e-05, "loss": 0.0403, "step": 13040 }, { "epoch": 1.4, "learning_rate": 8.974221267454349e-05, "loss": 0.0423, "step": 13050 }, { "epoch": 1.4, "learning_rate": 8.958109559613319e-05, "loss": 0.0438, "step": 13060 }, { "epoch": 1.4, "learning_rate": 8.941997851772288e-05, "loss": 0.0409, "step": 13070 }, { "epoch": 1.4, "learning_rate": 8.925886143931256e-05, "loss": 0.036, "step": 13080 }, { "epoch": 1.41, "learning_rate": 8.909774436090225e-05, "loss": 0.0356, "step": 13090 }, { "epoch": 1.41, "learning_rate": 8.893662728249193e-05, "loss": 0.035, "step": 13100 }, { "epoch": 1.41, "learning_rate": 8.877551020408162e-05, "loss": 0.0323, "step": 13110 }, { "epoch": 1.41, "learning_rate": 8.861439312567131e-05, "loss": 0.0433, "step": 13120 }, { "epoch": 1.41, "learning_rate": 8.845327604726099e-05, "loss": 0.0357, "step": 13130 }, { "epoch": 1.41, "learning_rate": 8.829215896885068e-05, "loss": 0.0381, "step": 13140 }, { "epoch": 1.41, "learning_rate": 8.813104189044039e-05, "loss": 0.0488, "step": 13150 }, { "epoch": 1.41, "learning_rate": 8.796992481203007e-05, "loss": 0.0425, "step": 13160 }, { "epoch": 1.41, "learning_rate": 8.780880773361976e-05, "loss": 0.0525, "step": 13170 }, { "epoch": 1.42, "learning_rate": 8.764769065520945e-05, "loss": 0.0462, "step": 13180 }, { "epoch": 1.42, "learning_rate": 8.748657357679913e-05, "loss": 0.0389, "step": 13190 }, { "epoch": 1.42, "learning_rate": 8.732545649838882e-05, "loss": 0.0368, "step": 13200 }, { "epoch": 1.42, "learning_rate": 8.716433941997851e-05, "loss": 0.034, "step": 13210 }, { "epoch": 1.42, "learning_rate": 8.700322234156819e-05, "loss": 0.0398, "step": 13220 }, { "epoch": 1.42, "learning_rate": 8.68421052631579e-05, "loss": 0.0404, "step": 13230 }, { "epoch": 1.42, "learning_rate": 8.668098818474756e-05, "loss": 0.0402, "step": 13240 }, { "epoch": 1.42, "learning_rate": 8.651987110633727e-05, "loss": 0.0429, "step": 13250 }, { "epoch": 1.42, "learning_rate": 8.635875402792696e-05, "loss": 0.0371, "step": 13260 }, { "epoch": 1.43, "learning_rate": 8.619763694951664e-05, "loss": 0.0377, "step": 13270 }, { "epoch": 1.43, "learning_rate": 8.603651987110633e-05, "loss": 0.0381, "step": 13280 }, { "epoch": 1.43, "learning_rate": 8.587540279269602e-05, "loss": 0.035, "step": 13290 }, { "epoch": 1.43, "learning_rate": 8.57142857142857e-05, "loss": 0.0366, "step": 13300 }, { "epoch": 1.43, "learning_rate": 8.555316863587539e-05, "loss": 0.0395, "step": 13310 }, { "epoch": 1.43, "learning_rate": 8.53920515574651e-05, "loss": 0.0377, "step": 13320 }, { "epoch": 1.43, "learning_rate": 8.523093447905477e-05, "loss": 0.0404, "step": 13330 }, { "epoch": 1.43, "learning_rate": 8.506981740064447e-05, "loss": 0.0339, "step": 13340 }, { "epoch": 1.43, "learning_rate": 8.490870032223414e-05, "loss": 0.0348, "step": 13350 }, { "epoch": 1.43, "learning_rate": 8.474758324382384e-05, "loss": 0.0393, "step": 13360 }, { "epoch": 1.44, "learning_rate": 8.458646616541353e-05, "loss": 0.0353, "step": 13370 }, { "epoch": 1.44, "learning_rate": 8.44253490870032e-05, "loss": 0.0342, "step": 13380 }, { "epoch": 1.44, "learning_rate": 8.42642320085929e-05, "loss": 0.0366, "step": 13390 }, { "epoch": 1.44, "learning_rate": 8.41031149301826e-05, "loss": 0.0375, "step": 13400 }, { "epoch": 1.44, "learning_rate": 8.394199785177227e-05, "loss": 0.0372, "step": 13410 }, { "epoch": 1.44, "learning_rate": 8.378088077336197e-05, "loss": 0.0376, "step": 13420 }, { "epoch": 1.44, "learning_rate": 8.361976369495167e-05, "loss": 0.0361, "step": 13430 }, { "epoch": 1.44, "learning_rate": 8.345864661654134e-05, "loss": 0.0396, "step": 13440 }, { "epoch": 1.44, "learning_rate": 8.329752953813104e-05, "loss": 0.0387, "step": 13450 }, { "epoch": 1.45, "learning_rate": 8.313641245972073e-05, "loss": 0.0361, "step": 13460 }, { "epoch": 1.45, "learning_rate": 8.29752953813104e-05, "loss": 0.0376, "step": 13470 }, { "epoch": 1.45, "learning_rate": 8.28141783029001e-05, "loss": 0.0354, "step": 13480 }, { "epoch": 1.45, "learning_rate": 8.265306122448978e-05, "loss": 0.0392, "step": 13490 }, { "epoch": 1.45, "learning_rate": 8.249194414607948e-05, "loss": 0.0344, "step": 13500 }, { "epoch": 1.45, "learning_rate": 8.233082706766917e-05, "loss": 0.0325, "step": 13510 }, { "epoch": 1.45, "learning_rate": 8.216970998925885e-05, "loss": 0.0354, "step": 13520 }, { "epoch": 1.45, "learning_rate": 8.200859291084854e-05, "loss": 0.0376, "step": 13530 }, { "epoch": 1.45, "learning_rate": 8.184747583243823e-05, "loss": 0.04, "step": 13540 }, { "epoch": 1.46, "learning_rate": 8.168635875402791e-05, "loss": 0.0411, "step": 13550 }, { "epoch": 1.46, "learning_rate": 8.15252416756176e-05, "loss": 0.04, "step": 13560 }, { "epoch": 1.46, "learning_rate": 8.136412459720731e-05, "loss": 0.0349, "step": 13570 }, { "epoch": 1.46, "learning_rate": 8.120300751879697e-05, "loss": 0.0349, "step": 13580 }, { "epoch": 1.46, "learning_rate": 8.104189044038668e-05, "loss": 0.0458, "step": 13590 }, { "epoch": 1.46, "learning_rate": 8.088077336197637e-05, "loss": 0.0348, "step": 13600 }, { "epoch": 1.46, "learning_rate": 8.071965628356605e-05, "loss": 0.038, "step": 13610 }, { "epoch": 1.46, "learning_rate": 8.055853920515574e-05, "loss": 0.0375, "step": 13620 }, { "epoch": 1.46, "learning_rate": 8.039742212674542e-05, "loss": 0.0401, "step": 13630 }, { "epoch": 1.46, "learning_rate": 8.023630504833511e-05, "loss": 0.0326, "step": 13640 }, { "epoch": 1.47, "learning_rate": 8.00751879699248e-05, "loss": 0.0374, "step": 13650 }, { "epoch": 1.47, "learning_rate": 7.991407089151448e-05, "loss": 0.0372, "step": 13660 }, { "epoch": 1.47, "learning_rate": 7.975295381310419e-05, "loss": 0.0384, "step": 13670 }, { "epoch": 1.47, "learning_rate": 7.959183673469388e-05, "loss": 0.0352, "step": 13680 }, { "epoch": 1.47, "learning_rate": 7.943071965628356e-05, "loss": 0.0341, "step": 13690 }, { "epoch": 1.47, "learning_rate": 7.926960257787325e-05, "loss": 0.0377, "step": 13700 }, { "epoch": 1.47, "learning_rate": 7.910848549946294e-05, "loss": 0.0386, "step": 13710 }, { "epoch": 1.47, "learning_rate": 7.894736842105262e-05, "loss": 0.0347, "step": 13720 }, { "epoch": 1.47, "learning_rate": 7.878625134264231e-05, "loss": 0.0342, "step": 13730 }, { "epoch": 1.48, "learning_rate": 7.8625134264232e-05, "loss": 0.0379, "step": 13740 }, { "epoch": 1.48, "learning_rate": 7.846401718582168e-05, "loss": 0.0414, "step": 13750 }, { "epoch": 1.48, "learning_rate": 7.830290010741139e-05, "loss": 0.0371, "step": 13760 }, { "epoch": 1.48, "learning_rate": 7.814178302900106e-05, "loss": 0.0301, "step": 13770 }, { "epoch": 1.48, "learning_rate": 7.798066595059076e-05, "loss": 0.0388, "step": 13780 }, { "epoch": 1.48, "learning_rate": 7.781954887218045e-05, "loss": 0.0316, "step": 13790 }, { "epoch": 1.48, "learning_rate": 7.765843179377013e-05, "loss": 0.035, "step": 13800 }, { "epoch": 1.48, "learning_rate": 7.749731471535982e-05, "loss": 0.0402, "step": 13810 }, { "epoch": 1.48, "learning_rate": 7.733619763694951e-05, "loss": 0.0414, "step": 13820 }, { "epoch": 1.49, "learning_rate": 7.717508055853919e-05, "loss": 0.0357, "step": 13830 }, { "epoch": 1.49, "learning_rate": 7.70139634801289e-05, "loss": 0.0342, "step": 13840 }, { "epoch": 1.49, "learning_rate": 7.685284640171859e-05, "loss": 0.0388, "step": 13850 }, { "epoch": 1.49, "learning_rate": 7.669172932330826e-05, "loss": 0.0356, "step": 13860 }, { "epoch": 1.49, "learning_rate": 7.653061224489796e-05, "loss": 0.0417, "step": 13870 }, { "epoch": 1.49, "learning_rate": 7.636949516648765e-05, "loss": 0.0351, "step": 13880 }, { "epoch": 1.49, "learning_rate": 7.620837808807733e-05, "loss": 0.0347, "step": 13890 }, { "epoch": 1.49, "learning_rate": 7.604726100966702e-05, "loss": 0.0404, "step": 13900 }, { "epoch": 1.49, "learning_rate": 7.58861439312567e-05, "loss": 0.0329, "step": 13910 }, { "epoch": 1.5, "learning_rate": 7.572502685284639e-05, "loss": 0.0325, "step": 13920 }, { "epoch": 1.5, "learning_rate": 7.556390977443609e-05, "loss": 0.0432, "step": 13930 }, { "epoch": 1.5, "learning_rate": 7.540279269602577e-05, "loss": 0.0408, "step": 13940 }, { "epoch": 1.5, "learning_rate": 7.524167561761546e-05, "loss": 0.0385, "step": 13950 }, { "epoch": 1.5, "learning_rate": 7.508055853920515e-05, "loss": 0.0358, "step": 13960 }, { "epoch": 1.5, "learning_rate": 7.491944146079485e-05, "loss": 0.0452, "step": 13970 }, { "epoch": 1.5, "learning_rate": 7.475832438238452e-05, "loss": 0.0395, "step": 13980 }, { "epoch": 1.5, "learning_rate": 7.459720730397422e-05, "loss": 0.0374, "step": 13990 }, { "epoch": 1.5, "learning_rate": 7.44360902255639e-05, "loss": 0.0409, "step": 14000 }, { "epoch": 1.5, "eval_cer": 0.9236660150872279, "eval_loss": 0.031547173857688904, "eval_runtime": 119.1295, "eval_samples_per_second": 16.772, "eval_steps_per_second": 4.197, "step": 14000 }, { "epoch": 1.5, "learning_rate": 7.42749731471536e-05, "loss": 0.0433, "step": 14010 }, { "epoch": 1.51, "learning_rate": 7.411385606874328e-05, "loss": 0.0365, "step": 14020 }, { "epoch": 1.51, "learning_rate": 7.395273899033297e-05, "loss": 0.0374, "step": 14030 }, { "epoch": 1.51, "learning_rate": 7.379162191192266e-05, "loss": 0.0415, "step": 14040 }, { "epoch": 1.51, "learning_rate": 7.363050483351234e-05, "loss": 0.0334, "step": 14050 }, { "epoch": 1.51, "learning_rate": 7.346938775510203e-05, "loss": 0.0345, "step": 14060 }, { "epoch": 1.51, "learning_rate": 7.330827067669172e-05, "loss": 0.0313, "step": 14070 }, { "epoch": 1.51, "learning_rate": 7.314715359828142e-05, "loss": 0.0329, "step": 14080 }, { "epoch": 1.51, "learning_rate": 7.29860365198711e-05, "loss": 0.0413, "step": 14090 }, { "epoch": 1.51, "learning_rate": 7.282491944146079e-05, "loss": 0.0356, "step": 14100 }, { "epoch": 1.52, "learning_rate": 7.266380236305048e-05, "loss": 0.0361, "step": 14110 }, { "epoch": 1.52, "learning_rate": 7.250268528464017e-05, "loss": 0.0309, "step": 14120 }, { "epoch": 1.52, "learning_rate": 7.234156820622985e-05, "loss": 0.0365, "step": 14130 }, { "epoch": 1.52, "learning_rate": 7.218045112781954e-05, "loss": 0.037, "step": 14140 }, { "epoch": 1.52, "learning_rate": 7.201933404940923e-05, "loss": 0.0392, "step": 14150 }, { "epoch": 1.52, "learning_rate": 7.185821697099892e-05, "loss": 0.0334, "step": 14160 }, { "epoch": 1.52, "learning_rate": 7.16970998925886e-05, "loss": 0.0451, "step": 14170 }, { "epoch": 1.52, "learning_rate": 7.15359828141783e-05, "loss": 0.0366, "step": 14180 }, { "epoch": 1.52, "learning_rate": 7.137486573576798e-05, "loss": 0.0374, "step": 14190 }, { "epoch": 1.53, "learning_rate": 7.121374865735768e-05, "loss": 0.0399, "step": 14200 }, { "epoch": 1.53, "learning_rate": 7.105263157894735e-05, "loss": 0.0331, "step": 14210 }, { "epoch": 1.53, "learning_rate": 7.089151450053705e-05, "loss": 0.0415, "step": 14220 }, { "epoch": 1.53, "learning_rate": 7.073039742212674e-05, "loss": 0.0353, "step": 14230 }, { "epoch": 1.53, "learning_rate": 7.056928034371643e-05, "loss": 0.0345, "step": 14240 }, { "epoch": 1.53, "learning_rate": 7.040816326530612e-05, "loss": 0.039, "step": 14250 }, { "epoch": 1.53, "learning_rate": 7.02470461868958e-05, "loss": 0.0355, "step": 14260 }, { "epoch": 1.53, "learning_rate": 7.008592910848549e-05, "loss": 0.0362, "step": 14270 }, { "epoch": 1.53, "learning_rate": 6.992481203007518e-05, "loss": 0.0379, "step": 14280 }, { "epoch": 1.53, "learning_rate": 6.976369495166488e-05, "loss": 0.0359, "step": 14290 }, { "epoch": 1.54, "learning_rate": 6.960257787325455e-05, "loss": 0.041, "step": 14300 }, { "epoch": 1.54, "learning_rate": 6.944146079484425e-05, "loss": 0.0337, "step": 14310 }, { "epoch": 1.54, "learning_rate": 6.928034371643394e-05, "loss": 0.0365, "step": 14320 }, { "epoch": 1.54, "learning_rate": 6.911922663802363e-05, "loss": 0.033, "step": 14330 }, { "epoch": 1.54, "learning_rate": 6.895810955961331e-05, "loss": 0.0353, "step": 14340 }, { "epoch": 1.54, "learning_rate": 6.8796992481203e-05, "loss": 0.0325, "step": 14350 }, { "epoch": 1.54, "learning_rate": 6.863587540279269e-05, "loss": 0.0379, "step": 14360 }, { "epoch": 1.54, "learning_rate": 6.847475832438238e-05, "loss": 0.0382, "step": 14370 }, { "epoch": 1.54, "learning_rate": 6.831364124597206e-05, "loss": 0.0347, "step": 14380 }, { "epoch": 1.55, "learning_rate": 6.815252416756175e-05, "loss": 0.0411, "step": 14390 }, { "epoch": 1.55, "learning_rate": 6.799140708915144e-05, "loss": 0.0307, "step": 14400 }, { "epoch": 1.55, "learning_rate": 6.783029001074114e-05, "loss": 0.0397, "step": 14410 }, { "epoch": 1.55, "learning_rate": 6.766917293233081e-05, "loss": 0.0396, "step": 14420 }, { "epoch": 1.55, "learning_rate": 6.75080558539205e-05, "loss": 0.0362, "step": 14430 }, { "epoch": 1.55, "learning_rate": 6.73469387755102e-05, "loss": 0.0425, "step": 14440 }, { "epoch": 1.55, "learning_rate": 6.718582169709989e-05, "loss": 0.0349, "step": 14450 }, { "epoch": 1.55, "learning_rate": 6.702470461868958e-05, "loss": 0.0343, "step": 14460 }, { "epoch": 1.55, "learning_rate": 6.686358754027926e-05, "loss": 0.0356, "step": 14470 }, { "epoch": 1.56, "learning_rate": 6.670247046186895e-05, "loss": 0.0335, "step": 14480 }, { "epoch": 1.56, "learning_rate": 6.654135338345864e-05, "loss": 0.0278, "step": 14490 }, { "epoch": 1.56, "learning_rate": 6.638023630504834e-05, "loss": 0.0358, "step": 14500 }, { "epoch": 1.56, "learning_rate": 6.621911922663801e-05, "loss": 0.0318, "step": 14510 }, { "epoch": 1.56, "learning_rate": 6.60580021482277e-05, "loss": 0.031, "step": 14520 }, { "epoch": 1.56, "learning_rate": 6.58968850698174e-05, "loss": 0.0364, "step": 14530 }, { "epoch": 1.56, "learning_rate": 6.573576799140709e-05, "loss": 0.0335, "step": 14540 }, { "epoch": 1.56, "learning_rate": 6.557465091299677e-05, "loss": 0.0413, "step": 14550 }, { "epoch": 1.56, "learning_rate": 6.541353383458646e-05, "loss": 0.0382, "step": 14560 }, { "epoch": 1.56, "learning_rate": 6.525241675617615e-05, "loss": 0.0337, "step": 14570 }, { "epoch": 1.57, "learning_rate": 6.509129967776584e-05, "loss": 0.0348, "step": 14580 }, { "epoch": 1.57, "learning_rate": 6.493018259935552e-05, "loss": 0.0369, "step": 14590 }, { "epoch": 1.57, "learning_rate": 6.476906552094521e-05, "loss": 0.0347, "step": 14600 }, { "epoch": 1.57, "learning_rate": 6.46079484425349e-05, "loss": 0.0364, "step": 14610 }, { "epoch": 1.57, "learning_rate": 6.44468313641246e-05, "loss": 0.0363, "step": 14620 }, { "epoch": 1.57, "learning_rate": 6.428571428571427e-05, "loss": 0.04, "step": 14630 }, { "epoch": 1.57, "learning_rate": 6.412459720730397e-05, "loss": 0.0414, "step": 14640 }, { "epoch": 1.57, "learning_rate": 6.396348012889366e-05, "loss": 0.0348, "step": 14650 }, { "epoch": 1.57, "learning_rate": 6.380236305048335e-05, "loss": 0.0373, "step": 14660 }, { "epoch": 1.58, "learning_rate": 6.364124597207304e-05, "loss": 0.0311, "step": 14670 }, { "epoch": 1.58, "learning_rate": 6.348012889366272e-05, "loss": 0.0393, "step": 14680 }, { "epoch": 1.58, "learning_rate": 6.331901181525241e-05, "loss": 0.0329, "step": 14690 }, { "epoch": 1.58, "learning_rate": 6.315789473684209e-05, "loss": 0.0292, "step": 14700 }, { "epoch": 1.58, "learning_rate": 6.29967776584318e-05, "loss": 0.0406, "step": 14710 }, { "epoch": 1.58, "learning_rate": 6.283566058002147e-05, "loss": 0.0336, "step": 14720 }, { "epoch": 1.58, "learning_rate": 6.267454350161117e-05, "loss": 0.0377, "step": 14730 }, { "epoch": 1.58, "learning_rate": 6.251342642320086e-05, "loss": 0.0395, "step": 14740 }, { "epoch": 1.58, "learning_rate": 6.235230934479055e-05, "loss": 0.0326, "step": 14750 }, { "epoch": 1.59, "learning_rate": 6.219119226638023e-05, "loss": 0.0394, "step": 14760 }, { "epoch": 1.59, "learning_rate": 6.203007518796992e-05, "loss": 0.039, "step": 14770 }, { "epoch": 1.59, "learning_rate": 6.186895810955961e-05, "loss": 0.033, "step": 14780 }, { "epoch": 1.59, "learning_rate": 6.17078410311493e-05, "loss": 0.0425, "step": 14790 }, { "epoch": 1.59, "learning_rate": 6.154672395273898e-05, "loss": 0.0371, "step": 14800 }, { "epoch": 1.59, "learning_rate": 6.138560687432867e-05, "loss": 0.0308, "step": 14810 }, { "epoch": 1.59, "learning_rate": 6.122448979591836e-05, "loss": 0.0333, "step": 14820 }, { "epoch": 1.59, "learning_rate": 6.106337271750806e-05, "loss": 0.0325, "step": 14830 }, { "epoch": 1.59, "learning_rate": 6.0902255639097734e-05, "loss": 0.0372, "step": 14840 }, { "epoch": 1.59, "learning_rate": 6.074113856068743e-05, "loss": 0.0375, "step": 14850 }, { "epoch": 1.6, "learning_rate": 6.058002148227712e-05, "loss": 0.0298, "step": 14860 }, { "epoch": 1.6, "learning_rate": 6.04189044038668e-05, "loss": 0.0323, "step": 14870 }, { "epoch": 1.6, "learning_rate": 6.0257787325456495e-05, "loss": 0.034, "step": 14880 }, { "epoch": 1.6, "learning_rate": 6.009667024704618e-05, "loss": 0.0324, "step": 14890 }, { "epoch": 1.6, "learning_rate": 5.993555316863587e-05, "loss": 0.0408, "step": 14900 }, { "epoch": 1.6, "learning_rate": 5.9774436090225556e-05, "loss": 0.0378, "step": 14910 }, { "epoch": 1.6, "learning_rate": 5.961331901181525e-05, "loss": 0.04, "step": 14920 }, { "epoch": 1.6, "learning_rate": 5.945220193340493e-05, "loss": 0.0319, "step": 14930 }, { "epoch": 1.6, "learning_rate": 5.9291084854994625e-05, "loss": 0.0309, "step": 14940 }, { "epoch": 1.61, "learning_rate": 5.912996777658432e-05, "loss": 0.0322, "step": 14950 }, { "epoch": 1.61, "learning_rate": 5.8968850698174e-05, "loss": 0.0334, "step": 14960 }, { "epoch": 1.61, "learning_rate": 5.880773361976369e-05, "loss": 0.0396, "step": 14970 }, { "epoch": 1.61, "learning_rate": 5.864661654135337e-05, "loss": 0.0387, "step": 14980 }, { "epoch": 1.61, "learning_rate": 5.848549946294307e-05, "loss": 0.0377, "step": 14990 }, { "epoch": 1.61, "learning_rate": 5.8324382384532756e-05, "loss": 0.0291, "step": 15000 }, { "epoch": 1.61, "eval_cer": 0.9235796508833947, "eval_loss": 0.03040146268904209, "eval_runtime": 119.4109, "eval_samples_per_second": 16.732, "eval_steps_per_second": 4.187, "step": 15000 }, { "epoch": 1.61, "learning_rate": 5.816326530612244e-05, "loss": 0.0392, "step": 15010 }, { "epoch": 1.61, "learning_rate": 5.800214822771214e-05, "loss": 0.04, "step": 15020 }, { "epoch": 1.61, "learning_rate": 5.7841031149301824e-05, "loss": 0.038, "step": 15030 }, { "epoch": 1.62, "learning_rate": 5.767991407089151e-05, "loss": 0.0372, "step": 15040 }, { "epoch": 1.62, "learning_rate": 5.7518796992481194e-05, "loss": 0.0338, "step": 15050 }, { "epoch": 1.62, "learning_rate": 5.7357679914070886e-05, "loss": 0.0307, "step": 15060 }, { "epoch": 1.62, "learning_rate": 5.719656283566058e-05, "loss": 0.0295, "step": 15070 }, { "epoch": 1.62, "learning_rate": 5.703544575725026e-05, "loss": 0.0403, "step": 15080 }, { "epoch": 1.62, "learning_rate": 5.6874328678839955e-05, "loss": 0.0318, "step": 15090 }, { "epoch": 1.62, "learning_rate": 5.671321160042964e-05, "loss": 0.0303, "step": 15100 }, { "epoch": 1.62, "learning_rate": 5.655209452201933e-05, "loss": 0.0308, "step": 15110 }, { "epoch": 1.62, "learning_rate": 5.6390977443609016e-05, "loss": 0.0366, "step": 15120 }, { "epoch": 1.62, "learning_rate": 5.622986036519871e-05, "loss": 0.0392, "step": 15130 }, { "epoch": 1.63, "learning_rate": 5.606874328678839e-05, "loss": 0.0411, "step": 15140 }, { "epoch": 1.63, "learning_rate": 5.590762620837808e-05, "loss": 0.04, "step": 15150 }, { "epoch": 1.63, "learning_rate": 5.574650912996778e-05, "loss": 0.0375, "step": 15160 }, { "epoch": 1.63, "learning_rate": 5.558539205155746e-05, "loss": 0.0455, "step": 15170 }, { "epoch": 1.63, "learning_rate": 5.542427497314715e-05, "loss": 0.0352, "step": 15180 }, { "epoch": 1.63, "learning_rate": 5.526315789473683e-05, "loss": 0.0332, "step": 15190 }, { "epoch": 1.63, "learning_rate": 5.510204081632653e-05, "loss": 0.0422, "step": 15200 }, { "epoch": 1.63, "learning_rate": 5.4940923737916216e-05, "loss": 0.0474, "step": 15210 }, { "epoch": 1.63, "learning_rate": 5.47798066595059e-05, "loss": 0.0354, "step": 15220 }, { "epoch": 1.64, "learning_rate": 5.461868958109559e-05, "loss": 0.0356, "step": 15230 }, { "epoch": 1.64, "learning_rate": 5.4457572502685284e-05, "loss": 0.0321, "step": 15240 }, { "epoch": 1.64, "learning_rate": 5.429645542427497e-05, "loss": 0.0345, "step": 15250 }, { "epoch": 1.64, "learning_rate": 5.4135338345864654e-05, "loss": 0.0327, "step": 15260 }, { "epoch": 1.64, "learning_rate": 5.3974221267454346e-05, "loss": 0.0359, "step": 15270 }, { "epoch": 1.64, "learning_rate": 5.381310418904404e-05, "loss": 0.0477, "step": 15280 }, { "epoch": 1.64, "learning_rate": 5.365198711063372e-05, "loss": 0.0417, "step": 15290 }, { "epoch": 1.64, "learning_rate": 5.349087003222341e-05, "loss": 0.0349, "step": 15300 }, { "epoch": 1.64, "learning_rate": 5.33297529538131e-05, "loss": 0.0372, "step": 15310 }, { "epoch": 1.65, "learning_rate": 5.3168635875402785e-05, "loss": 0.0406, "step": 15320 }, { "epoch": 1.65, "learning_rate": 5.3007518796992476e-05, "loss": 0.0341, "step": 15330 }, { "epoch": 1.65, "learning_rate": 5.284640171858217e-05, "loss": 0.0335, "step": 15340 }, { "epoch": 1.65, "learning_rate": 5.268528464017185e-05, "loss": 0.0366, "step": 15350 }, { "epoch": 1.65, "learning_rate": 5.252416756176154e-05, "loss": 0.0402, "step": 15360 }, { "epoch": 1.65, "learning_rate": 5.236305048335122e-05, "loss": 0.0304, "step": 15370 }, { "epoch": 1.65, "learning_rate": 5.220193340494092e-05, "loss": 0.0329, "step": 15380 }, { "epoch": 1.65, "learning_rate": 5.204081632653061e-05, "loss": 0.0377, "step": 15390 }, { "epoch": 1.65, "learning_rate": 5.187969924812029e-05, "loss": 0.0354, "step": 15400 }, { "epoch": 1.66, "learning_rate": 5.171858216970999e-05, "loss": 0.0289, "step": 15410 }, { "epoch": 1.66, "learning_rate": 5.1557465091299675e-05, "loss": 0.0291, "step": 15420 }, { "epoch": 1.66, "learning_rate": 5.139634801288936e-05, "loss": 0.0328, "step": 15430 }, { "epoch": 1.66, "learning_rate": 5.1235230934479046e-05, "loss": 0.0265, "step": 15440 }, { "epoch": 1.66, "learning_rate": 5.1074113856068744e-05, "loss": 0.0363, "step": 15450 }, { "epoch": 1.66, "learning_rate": 5.091299677765843e-05, "loss": 0.0294, "step": 15460 }, { "epoch": 1.66, "learning_rate": 5.0751879699248114e-05, "loss": 0.0355, "step": 15470 }, { "epoch": 1.66, "learning_rate": 5.0590762620837806e-05, "loss": 0.0344, "step": 15480 }, { "epoch": 1.66, "learning_rate": 5.042964554242749e-05, "loss": 0.0334, "step": 15490 }, { "epoch": 1.66, "learning_rate": 5.026852846401718e-05, "loss": 0.0349, "step": 15500 }, { "epoch": 1.67, "learning_rate": 5.010741138560687e-05, "loss": 0.029, "step": 15510 }, { "epoch": 1.67, "learning_rate": 4.994629430719656e-05, "loss": 0.0372, "step": 15520 }, { "epoch": 1.67, "learning_rate": 4.9785177228786245e-05, "loss": 0.0274, "step": 15530 }, { "epoch": 1.67, "learning_rate": 4.962406015037593e-05, "loss": 0.0404, "step": 15540 }, { "epoch": 1.67, "learning_rate": 4.946294307196563e-05, "loss": 0.0293, "step": 15550 }, { "epoch": 1.67, "learning_rate": 4.930182599355531e-05, "loss": 0.0383, "step": 15560 }, { "epoch": 1.67, "learning_rate": 4.9140708915145e-05, "loss": 0.0362, "step": 15570 }, { "epoch": 1.67, "learning_rate": 4.897959183673468e-05, "loss": 0.0312, "step": 15580 }, { "epoch": 1.67, "learning_rate": 4.881847475832438e-05, "loss": 0.0336, "step": 15590 }, { "epoch": 1.68, "learning_rate": 4.865735767991407e-05, "loss": 0.0305, "step": 15600 }, { "epoch": 1.68, "learning_rate": 4.849624060150375e-05, "loss": 0.0378, "step": 15610 }, { "epoch": 1.68, "learning_rate": 4.8335123523093444e-05, "loss": 0.0348, "step": 15620 }, { "epoch": 1.68, "learning_rate": 4.8174006444683135e-05, "loss": 0.0366, "step": 15630 }, { "epoch": 1.68, "learning_rate": 4.801288936627282e-05, "loss": 0.0385, "step": 15640 }, { "epoch": 1.68, "learning_rate": 4.7851772287862505e-05, "loss": 0.035, "step": 15650 }, { "epoch": 1.68, "learning_rate": 4.76906552094522e-05, "loss": 0.0337, "step": 15660 }, { "epoch": 1.68, "learning_rate": 4.752953813104189e-05, "loss": 0.0363, "step": 15670 }, { "epoch": 1.68, "learning_rate": 4.7368421052631574e-05, "loss": 0.0359, "step": 15680 }, { "epoch": 1.69, "learning_rate": 4.7207303974221266e-05, "loss": 0.0333, "step": 15690 }, { "epoch": 1.69, "learning_rate": 4.704618689581095e-05, "loss": 0.0347, "step": 15700 }, { "epoch": 1.69, "learning_rate": 4.6885069817400636e-05, "loss": 0.0334, "step": 15710 }, { "epoch": 1.69, "learning_rate": 4.672395273899033e-05, "loss": 0.039, "step": 15720 }, { "epoch": 1.69, "learning_rate": 4.656283566058002e-05, "loss": 0.0347, "step": 15730 }, { "epoch": 1.69, "learning_rate": 4.6401718582169705e-05, "loss": 0.033, "step": 15740 }, { "epoch": 1.69, "learning_rate": 4.624060150375939e-05, "loss": 0.0319, "step": 15750 }, { "epoch": 1.69, "learning_rate": 4.607948442534909e-05, "loss": 0.0339, "step": 15760 }, { "epoch": 1.69, "learning_rate": 4.591836734693877e-05, "loss": 0.0383, "step": 15770 }, { "epoch": 1.69, "learning_rate": 4.575725026852846e-05, "loss": 0.0419, "step": 15780 }, { "epoch": 1.7, "learning_rate": 4.559613319011814e-05, "loss": 0.0281, "step": 15790 }, { "epoch": 1.7, "learning_rate": 4.543501611170784e-05, "loss": 0.0376, "step": 15800 }, { "epoch": 1.7, "learning_rate": 4.527389903329753e-05, "loss": 0.0281, "step": 15810 }, { "epoch": 1.7, "learning_rate": 4.511278195488721e-05, "loss": 0.0351, "step": 15820 }, { "epoch": 1.7, "learning_rate": 4.4951664876476904e-05, "loss": 0.0366, "step": 15830 }, { "epoch": 1.7, "learning_rate": 4.4790547798066595e-05, "loss": 0.034, "step": 15840 }, { "epoch": 1.7, "learning_rate": 4.462943071965628e-05, "loss": 0.0357, "step": 15850 }, { "epoch": 1.7, "learning_rate": 4.4468313641245965e-05, "loss": 0.0315, "step": 15860 }, { "epoch": 1.7, "learning_rate": 4.430719656283566e-05, "loss": 0.0364, "step": 15870 }, { "epoch": 1.71, "learning_rate": 4.414607948442534e-05, "loss": 0.0411, "step": 15880 }, { "epoch": 1.71, "learning_rate": 4.3984962406015034e-05, "loss": 0.0369, "step": 15890 }, { "epoch": 1.71, "learning_rate": 4.3823845327604726e-05, "loss": 0.0362, "step": 15900 }, { "epoch": 1.71, "learning_rate": 4.366272824919441e-05, "loss": 0.0348, "step": 15910 }, { "epoch": 1.71, "learning_rate": 4.3501611170784096e-05, "loss": 0.0362, "step": 15920 }, { "epoch": 1.71, "learning_rate": 4.334049409237378e-05, "loss": 0.0274, "step": 15930 }, { "epoch": 1.71, "learning_rate": 4.317937701396348e-05, "loss": 0.0329, "step": 15940 }, { "epoch": 1.71, "learning_rate": 4.3018259935553164e-05, "loss": 0.0346, "step": 15950 }, { "epoch": 1.71, "learning_rate": 4.285714285714285e-05, "loss": 0.0377, "step": 15960 }, { "epoch": 1.72, "learning_rate": 4.269602577873255e-05, "loss": 0.0325, "step": 15970 }, { "epoch": 1.72, "learning_rate": 4.253490870032223e-05, "loss": 0.0327, "step": 15980 }, { "epoch": 1.72, "learning_rate": 4.237379162191192e-05, "loss": 0.0307, "step": 15990 }, { "epoch": 1.72, "learning_rate": 4.22126745435016e-05, "loss": 0.0268, "step": 16000 }, { "epoch": 1.72, "eval_cer": 0.92358392633903, "eval_loss": 0.029257148504257202, "eval_runtime": 118.9085, "eval_samples_per_second": 16.803, "eval_steps_per_second": 4.205, "step": 16000 }, { "epoch": 1.72, "learning_rate": 4.20515574650913e-05, "loss": 0.0328, "step": 16010 }, { "epoch": 1.72, "learning_rate": 4.189044038668099e-05, "loss": 0.0355, "step": 16020 }, { "epoch": 1.72, "learning_rate": 4.172932330827067e-05, "loss": 0.0416, "step": 16030 }, { "epoch": 1.72, "learning_rate": 4.1568206229860364e-05, "loss": 0.0289, "step": 16040 }, { "epoch": 1.72, "learning_rate": 4.140708915145005e-05, "loss": 0.0344, "step": 16050 }, { "epoch": 1.72, "learning_rate": 4.124597207303974e-05, "loss": 0.0318, "step": 16060 }, { "epoch": 1.73, "learning_rate": 4.1084854994629425e-05, "loss": 0.0351, "step": 16070 }, { "epoch": 1.73, "learning_rate": 4.092373791621912e-05, "loss": 0.0359, "step": 16080 }, { "epoch": 1.73, "learning_rate": 4.07626208378088e-05, "loss": 0.0336, "step": 16090 }, { "epoch": 1.73, "learning_rate": 4.060150375939849e-05, "loss": 0.0319, "step": 16100 }, { "epoch": 1.73, "learning_rate": 4.0440386680988186e-05, "loss": 0.0394, "step": 16110 }, { "epoch": 1.73, "learning_rate": 4.027926960257787e-05, "loss": 0.0351, "step": 16120 }, { "epoch": 1.73, "learning_rate": 4.0118152524167556e-05, "loss": 0.0269, "step": 16130 }, { "epoch": 1.73, "learning_rate": 3.995703544575724e-05, "loss": 0.0354, "step": 16140 }, { "epoch": 1.73, "learning_rate": 3.979591836734694e-05, "loss": 0.0417, "step": 16150 }, { "epoch": 1.74, "learning_rate": 3.9634801288936624e-05, "loss": 0.0364, "step": 16160 }, { "epoch": 1.74, "learning_rate": 3.947368421052631e-05, "loss": 0.0378, "step": 16170 }, { "epoch": 1.74, "learning_rate": 3.9312567132116e-05, "loss": 0.0392, "step": 16180 }, { "epoch": 1.74, "learning_rate": 3.915145005370569e-05, "loss": 0.0299, "step": 16190 }, { "epoch": 1.74, "learning_rate": 3.899033297529538e-05, "loss": 0.0311, "step": 16200 }, { "epoch": 1.74, "learning_rate": 3.882921589688506e-05, "loss": 0.0374, "step": 16210 }, { "epoch": 1.74, "learning_rate": 3.8668098818474755e-05, "loss": 0.0247, "step": 16220 }, { "epoch": 1.74, "learning_rate": 3.850698174006445e-05, "loss": 0.0331, "step": 16230 }, { "epoch": 1.74, "learning_rate": 3.834586466165413e-05, "loss": 0.0302, "step": 16240 }, { "epoch": 1.75, "learning_rate": 3.8184747583243824e-05, "loss": 0.0295, "step": 16250 }, { "epoch": 1.75, "learning_rate": 3.802363050483351e-05, "loss": 0.0354, "step": 16260 }, { "epoch": 1.75, "learning_rate": 3.7862513426423194e-05, "loss": 0.0314, "step": 16270 }, { "epoch": 1.75, "learning_rate": 3.7701396348012885e-05, "loss": 0.0285, "step": 16280 }, { "epoch": 1.75, "learning_rate": 3.754027926960258e-05, "loss": 0.0368, "step": 16290 }, { "epoch": 1.75, "learning_rate": 3.737916219119226e-05, "loss": 0.0394, "step": 16300 }, { "epoch": 1.75, "learning_rate": 3.721804511278195e-05, "loss": 0.0314, "step": 16310 }, { "epoch": 1.75, "learning_rate": 3.705692803437164e-05, "loss": 0.034, "step": 16320 }, { "epoch": 1.75, "learning_rate": 3.689581095596133e-05, "loss": 0.0287, "step": 16330 }, { "epoch": 1.75, "learning_rate": 3.6734693877551016e-05, "loss": 0.0346, "step": 16340 }, { "epoch": 1.76, "learning_rate": 3.657357679914071e-05, "loss": 0.0346, "step": 16350 }, { "epoch": 1.76, "learning_rate": 3.641245972073039e-05, "loss": 0.0389, "step": 16360 }, { "epoch": 1.76, "learning_rate": 3.6251342642320084e-05, "loss": 0.0307, "step": 16370 }, { "epoch": 1.76, "learning_rate": 3.609022556390977e-05, "loss": 0.033, "step": 16380 }, { "epoch": 1.76, "learning_rate": 3.592910848549946e-05, "loss": 0.0369, "step": 16390 }, { "epoch": 1.76, "learning_rate": 3.576799140708915e-05, "loss": 0.0322, "step": 16400 }, { "epoch": 1.76, "learning_rate": 3.560687432867884e-05, "loss": 0.0328, "step": 16410 }, { "epoch": 1.76, "learning_rate": 3.544575725026852e-05, "loss": 0.0288, "step": 16420 }, { "epoch": 1.76, "learning_rate": 3.5284640171858215e-05, "loss": 0.0356, "step": 16430 }, { "epoch": 1.77, "learning_rate": 3.51235230934479e-05, "loss": 0.0338, "step": 16440 }, { "epoch": 1.77, "learning_rate": 3.496240601503759e-05, "loss": 0.0346, "step": 16450 }, { "epoch": 1.77, "learning_rate": 3.480128893662728e-05, "loss": 0.0364, "step": 16460 }, { "epoch": 1.77, "learning_rate": 3.464017185821697e-05, "loss": 0.0294, "step": 16470 }, { "epoch": 1.77, "learning_rate": 3.4479054779806654e-05, "loss": 0.0324, "step": 16480 }, { "epoch": 1.77, "learning_rate": 3.4317937701396345e-05, "loss": 0.0338, "step": 16490 }, { "epoch": 1.77, "learning_rate": 3.415682062298603e-05, "loss": 0.0348, "step": 16500 }, { "epoch": 1.77, "learning_rate": 3.399570354457572e-05, "loss": 0.0337, "step": 16510 }, { "epoch": 1.77, "learning_rate": 3.383458646616541e-05, "loss": 0.0321, "step": 16520 }, { "epoch": 1.78, "learning_rate": 3.36734693877551e-05, "loss": 0.0266, "step": 16530 }, { "epoch": 1.78, "learning_rate": 3.351235230934479e-05, "loss": 0.0332, "step": 16540 }, { "epoch": 1.78, "learning_rate": 3.3351235230934476e-05, "loss": 0.0419, "step": 16550 }, { "epoch": 1.78, "learning_rate": 3.319011815252417e-05, "loss": 0.0323, "step": 16560 }, { "epoch": 1.78, "learning_rate": 3.302900107411385e-05, "loss": 0.0332, "step": 16570 }, { "epoch": 1.78, "learning_rate": 3.2867883995703544e-05, "loss": 0.0317, "step": 16580 }, { "epoch": 1.78, "learning_rate": 3.270676691729323e-05, "loss": 0.029, "step": 16590 }, { "epoch": 1.78, "learning_rate": 3.254564983888292e-05, "loss": 0.0284, "step": 16600 }, { "epoch": 1.78, "learning_rate": 3.2384532760472606e-05, "loss": 0.0275, "step": 16610 }, { "epoch": 1.79, "learning_rate": 3.22234156820623e-05, "loss": 0.0274, "step": 16620 }, { "epoch": 1.79, "learning_rate": 3.206229860365198e-05, "loss": 0.0321, "step": 16630 }, { "epoch": 1.79, "learning_rate": 3.1901181525241675e-05, "loss": 0.0398, "step": 16640 }, { "epoch": 1.79, "learning_rate": 3.174006444683136e-05, "loss": 0.0304, "step": 16650 }, { "epoch": 1.79, "learning_rate": 3.1578947368421045e-05, "loss": 0.0372, "step": 16660 }, { "epoch": 1.79, "learning_rate": 3.141783029001074e-05, "loss": 0.0329, "step": 16670 }, { "epoch": 1.79, "learning_rate": 3.125671321160043e-05, "loss": 0.0281, "step": 16680 }, { "epoch": 1.79, "learning_rate": 3.1095596133190113e-05, "loss": 0.0365, "step": 16690 }, { "epoch": 1.79, "learning_rate": 3.0934479054779805e-05, "loss": 0.0466, "step": 16700 }, { "epoch": 1.79, "learning_rate": 3.077336197636949e-05, "loss": 0.0318, "step": 16710 }, { "epoch": 1.8, "learning_rate": 3.061224489795918e-05, "loss": 0.0359, "step": 16720 }, { "epoch": 1.8, "learning_rate": 3.0451127819548867e-05, "loss": 0.0412, "step": 16730 }, { "epoch": 1.8, "learning_rate": 3.029001074113856e-05, "loss": 0.0319, "step": 16740 }, { "epoch": 1.8, "learning_rate": 3.0128893662728247e-05, "loss": 0.0355, "step": 16750 }, { "epoch": 1.8, "learning_rate": 2.9967776584317936e-05, "loss": 0.0325, "step": 16760 }, { "epoch": 1.8, "learning_rate": 2.9806659505907624e-05, "loss": 0.0289, "step": 16770 }, { "epoch": 1.8, "learning_rate": 2.9645542427497313e-05, "loss": 0.0263, "step": 16780 }, { "epoch": 1.8, "learning_rate": 2.9484425349087e-05, "loss": 0.0336, "step": 16790 }, { "epoch": 1.8, "learning_rate": 2.9323308270676686e-05, "loss": 0.031, "step": 16800 }, { "epoch": 1.81, "learning_rate": 2.9162191192266378e-05, "loss": 0.0281, "step": 16810 }, { "epoch": 1.81, "learning_rate": 2.900107411385607e-05, "loss": 0.0346, "step": 16820 }, { "epoch": 1.81, "learning_rate": 2.8839957035445755e-05, "loss": 0.031, "step": 16830 }, { "epoch": 1.81, "learning_rate": 2.8678839957035443e-05, "loss": 0.0293, "step": 16840 }, { "epoch": 1.81, "learning_rate": 2.851772287862513e-05, "loss": 0.0308, "step": 16850 }, { "epoch": 1.81, "learning_rate": 2.835660580021482e-05, "loss": 0.0274, "step": 16860 }, { "epoch": 1.81, "learning_rate": 2.8195488721804508e-05, "loss": 0.0291, "step": 16870 }, { "epoch": 1.81, "learning_rate": 2.8034371643394197e-05, "loss": 0.0311, "step": 16880 }, { "epoch": 1.81, "learning_rate": 2.787325456498389e-05, "loss": 0.0314, "step": 16890 }, { "epoch": 1.82, "learning_rate": 2.7712137486573573e-05, "loss": 0.0358, "step": 16900 }, { "epoch": 1.82, "learning_rate": 2.7551020408163265e-05, "loss": 0.0446, "step": 16910 }, { "epoch": 1.82, "learning_rate": 2.738990332975295e-05, "loss": 0.0297, "step": 16920 }, { "epoch": 1.82, "learning_rate": 2.7228786251342642e-05, "loss": 0.03, "step": 16930 }, { "epoch": 1.82, "learning_rate": 2.7067669172932327e-05, "loss": 0.0343, "step": 16940 }, { "epoch": 1.82, "learning_rate": 2.690655209452202e-05, "loss": 0.0313, "step": 16950 }, { "epoch": 1.82, "learning_rate": 2.6745435016111704e-05, "loss": 0.0299, "step": 16960 }, { "epoch": 1.82, "learning_rate": 2.6584317937701392e-05, "loss": 0.0338, "step": 16970 }, { "epoch": 1.82, "learning_rate": 2.6423200859291084e-05, "loss": 0.0327, "step": 16980 }, { "epoch": 1.82, "learning_rate": 2.626208378088077e-05, "loss": 0.0362, "step": 16990 }, { "epoch": 1.83, "learning_rate": 2.610096670247046e-05, "loss": 0.0309, "step": 17000 }, { "epoch": 1.83, "eval_cer": 0.9235215046867544, "eval_loss": 0.02837272547185421, "eval_runtime": 118.9868, "eval_samples_per_second": 16.792, "eval_steps_per_second": 4.202, "step": 17000 }, { "epoch": 1.83, "learning_rate": 2.5939849624060146e-05, "loss": 0.0315, "step": 17010 }, { "epoch": 1.83, "learning_rate": 2.5778732545649838e-05, "loss": 0.0324, "step": 17020 }, { "epoch": 1.83, "learning_rate": 2.5617615467239523e-05, "loss": 0.0316, "step": 17030 }, { "epoch": 1.83, "learning_rate": 2.5456498388829215e-05, "loss": 0.0273, "step": 17040 }, { "epoch": 1.83, "learning_rate": 2.5295381310418903e-05, "loss": 0.0307, "step": 17050 }, { "epoch": 1.83, "learning_rate": 2.513426423200859e-05, "loss": 0.0338, "step": 17060 }, { "epoch": 1.83, "learning_rate": 2.497314715359828e-05, "loss": 0.0311, "step": 17070 }, { "epoch": 1.83, "learning_rate": 2.4812030075187965e-05, "loss": 0.0301, "step": 17080 }, { "epoch": 1.84, "learning_rate": 2.4650912996777657e-05, "loss": 0.0361, "step": 17090 }, { "epoch": 1.84, "learning_rate": 2.448979591836734e-05, "loss": 0.0297, "step": 17100 }, { "epoch": 1.84, "learning_rate": 2.4328678839957033e-05, "loss": 0.0421, "step": 17110 }, { "epoch": 1.84, "learning_rate": 2.4167561761546722e-05, "loss": 0.0319, "step": 17120 }, { "epoch": 1.84, "learning_rate": 2.400644468313641e-05, "loss": 0.037, "step": 17130 }, { "epoch": 1.84, "learning_rate": 2.38453276047261e-05, "loss": 0.0339, "step": 17140 }, { "epoch": 1.84, "learning_rate": 2.3684210526315787e-05, "loss": 0.0323, "step": 17150 }, { "epoch": 1.84, "learning_rate": 2.3523093447905475e-05, "loss": 0.0329, "step": 17160 }, { "epoch": 1.84, "learning_rate": 2.3361976369495164e-05, "loss": 0.0326, "step": 17170 }, { "epoch": 1.85, "learning_rate": 2.3200859291084852e-05, "loss": 0.0351, "step": 17180 }, { "epoch": 1.85, "learning_rate": 2.3039742212674544e-05, "loss": 0.0291, "step": 17190 }, { "epoch": 1.85, "learning_rate": 2.287862513426423e-05, "loss": 0.0283, "step": 17200 }, { "epoch": 1.85, "learning_rate": 2.271750805585392e-05, "loss": 0.0335, "step": 17210 }, { "epoch": 1.85, "learning_rate": 2.2556390977443606e-05, "loss": 0.0327, "step": 17220 }, { "epoch": 1.85, "learning_rate": 2.2395273899033298e-05, "loss": 0.0328, "step": 17230 }, { "epoch": 1.85, "learning_rate": 2.2234156820622983e-05, "loss": 0.0329, "step": 17240 }, { "epoch": 1.85, "learning_rate": 2.207303974221267e-05, "loss": 0.0315, "step": 17250 }, { "epoch": 1.85, "learning_rate": 2.1911922663802363e-05, "loss": 0.0302, "step": 17260 }, { "epoch": 1.85, "learning_rate": 2.1750805585392048e-05, "loss": 0.0368, "step": 17270 }, { "epoch": 1.86, "learning_rate": 2.158968850698174e-05, "loss": 0.0353, "step": 17280 }, { "epoch": 1.86, "learning_rate": 2.1428571428571425e-05, "loss": 0.0299, "step": 17290 }, { "epoch": 1.86, "learning_rate": 2.1267454350161117e-05, "loss": 0.032, "step": 17300 }, { "epoch": 1.86, "learning_rate": 2.11063372717508e-05, "loss": 0.0305, "step": 17310 }, { "epoch": 1.86, "learning_rate": 2.0945220193340493e-05, "loss": 0.0327, "step": 17320 }, { "epoch": 1.86, "learning_rate": 2.0784103114930182e-05, "loss": 0.0324, "step": 17330 }, { "epoch": 1.86, "learning_rate": 2.062298603651987e-05, "loss": 0.0277, "step": 17340 }, { "epoch": 1.86, "learning_rate": 2.046186895810956e-05, "loss": 0.0332, "step": 17350 }, { "epoch": 1.86, "learning_rate": 2.0300751879699244e-05, "loss": 0.0325, "step": 17360 }, { "epoch": 1.87, "learning_rate": 2.0139634801288935e-05, "loss": 0.0337, "step": 17370 }, { "epoch": 1.87, "learning_rate": 1.997851772287862e-05, "loss": 0.0303, "step": 17380 }, { "epoch": 1.87, "learning_rate": 1.9817400644468312e-05, "loss": 0.0356, "step": 17390 }, { "epoch": 1.87, "learning_rate": 1.9656283566058e-05, "loss": 0.0292, "step": 17400 }, { "epoch": 1.87, "learning_rate": 1.949516648764769e-05, "loss": 0.0384, "step": 17410 }, { "epoch": 1.87, "learning_rate": 1.9334049409237377e-05, "loss": 0.031, "step": 17420 }, { "epoch": 1.87, "learning_rate": 1.9172932330827066e-05, "loss": 0.0336, "step": 17430 }, { "epoch": 1.87, "learning_rate": 1.9011815252416754e-05, "loss": 0.0335, "step": 17440 }, { "epoch": 1.87, "learning_rate": 1.8850698174006443e-05, "loss": 0.0323, "step": 17450 }, { "epoch": 1.88, "learning_rate": 1.868958109559613e-05, "loss": 0.0322, "step": 17460 }, { "epoch": 1.88, "learning_rate": 1.852846401718582e-05, "loss": 0.0293, "step": 17470 }, { "epoch": 1.88, "learning_rate": 1.8367346938775508e-05, "loss": 0.0352, "step": 17480 }, { "epoch": 1.88, "learning_rate": 1.8206229860365196e-05, "loss": 0.0292, "step": 17490 }, { "epoch": 1.88, "learning_rate": 1.8045112781954885e-05, "loss": 0.0304, "step": 17500 }, { "epoch": 1.88, "learning_rate": 1.7883995703544577e-05, "loss": 0.0291, "step": 17510 }, { "epoch": 1.88, "learning_rate": 1.772287862513426e-05, "loss": 0.035, "step": 17520 }, { "epoch": 1.88, "learning_rate": 1.756176154672395e-05, "loss": 0.0289, "step": 17530 }, { "epoch": 1.88, "learning_rate": 1.740064446831364e-05, "loss": 0.03, "step": 17540 }, { "epoch": 1.88, "learning_rate": 1.7239527389903327e-05, "loss": 0.0344, "step": 17550 }, { "epoch": 1.89, "learning_rate": 1.7078410311493015e-05, "loss": 0.0277, "step": 17560 }, { "epoch": 1.89, "learning_rate": 1.6917293233082704e-05, "loss": 0.029, "step": 17570 }, { "epoch": 1.89, "learning_rate": 1.6756176154672395e-05, "loss": 0.0303, "step": 17580 }, { "epoch": 1.89, "learning_rate": 1.6595059076262084e-05, "loss": 0.0309, "step": 17590 }, { "epoch": 1.89, "learning_rate": 1.6433941997851772e-05, "loss": 0.0313, "step": 17600 }, { "epoch": 1.89, "learning_rate": 1.627282491944146e-05, "loss": 0.0297, "step": 17610 }, { "epoch": 1.89, "learning_rate": 1.611170784103115e-05, "loss": 0.0324, "step": 17620 }, { "epoch": 1.89, "learning_rate": 1.5950590762620837e-05, "loss": 0.0317, "step": 17630 }, { "epoch": 1.89, "learning_rate": 1.5789473684210522e-05, "loss": 0.033, "step": 17640 }, { "epoch": 1.9, "learning_rate": 1.5628356605800214e-05, "loss": 0.0293, "step": 17650 }, { "epoch": 1.9, "learning_rate": 1.5467239527389903e-05, "loss": 0.0364, "step": 17660 }, { "epoch": 1.9, "learning_rate": 1.530612244897959e-05, "loss": 0.0312, "step": 17670 }, { "epoch": 1.9, "learning_rate": 1.514500537056928e-05, "loss": 0.0301, "step": 17680 }, { "epoch": 1.9, "learning_rate": 1.4983888292158968e-05, "loss": 0.0317, "step": 17690 }, { "epoch": 1.9, "learning_rate": 1.4822771213748656e-05, "loss": 0.0368, "step": 17700 }, { "epoch": 1.9, "learning_rate": 1.4661654135338343e-05, "loss": 0.0338, "step": 17710 }, { "epoch": 1.9, "learning_rate": 1.4500537056928035e-05, "loss": 0.0245, "step": 17720 }, { "epoch": 1.9, "learning_rate": 1.4339419978517721e-05, "loss": 0.0319, "step": 17730 }, { "epoch": 1.91, "learning_rate": 1.417830290010741e-05, "loss": 0.0389, "step": 17740 }, { "epoch": 1.91, "learning_rate": 1.4017185821697098e-05, "loss": 0.0323, "step": 17750 }, { "epoch": 1.91, "learning_rate": 1.3856068743286787e-05, "loss": 0.0355, "step": 17760 }, { "epoch": 1.91, "learning_rate": 1.3694951664876475e-05, "loss": 0.0296, "step": 17770 }, { "epoch": 1.91, "learning_rate": 1.3533834586466164e-05, "loss": 0.0336, "step": 17780 }, { "epoch": 1.91, "learning_rate": 1.3372717508055852e-05, "loss": 0.0313, "step": 17790 }, { "epoch": 1.91, "learning_rate": 1.3211600429645542e-05, "loss": 0.0363, "step": 17800 }, { "epoch": 1.91, "learning_rate": 1.305048335123523e-05, "loss": 0.0307, "step": 17810 }, { "epoch": 1.91, "learning_rate": 1.2889366272824919e-05, "loss": 0.0333, "step": 17820 }, { "epoch": 1.91, "learning_rate": 1.2728249194414607e-05, "loss": 0.0294, "step": 17830 }, { "epoch": 1.92, "learning_rate": 1.2567132116004296e-05, "loss": 0.0309, "step": 17840 }, { "epoch": 1.92, "learning_rate": 1.2406015037593982e-05, "loss": 0.0319, "step": 17850 }, { "epoch": 1.92, "learning_rate": 1.224489795918367e-05, "loss": 0.0257, "step": 17860 }, { "epoch": 1.92, "learning_rate": 1.2083780880773361e-05, "loss": 0.0316, "step": 17870 }, { "epoch": 1.92, "learning_rate": 1.192266380236305e-05, "loss": 0.0284, "step": 17880 }, { "epoch": 1.92, "learning_rate": 1.1761546723952738e-05, "loss": 0.0318, "step": 17890 }, { "epoch": 1.92, "learning_rate": 1.1600429645542426e-05, "loss": 0.0265, "step": 17900 }, { "epoch": 1.92, "learning_rate": 1.1439312567132115e-05, "loss": 0.0282, "step": 17910 }, { "epoch": 1.92, "learning_rate": 1.1278195488721803e-05, "loss": 0.0331, "step": 17920 }, { "epoch": 1.93, "learning_rate": 1.1117078410311491e-05, "loss": 0.0395, "step": 17930 }, { "epoch": 1.93, "learning_rate": 1.0955961331901181e-05, "loss": 0.0259, "step": 17940 }, { "epoch": 1.93, "learning_rate": 1.079484425349087e-05, "loss": 0.0314, "step": 17950 }, { "epoch": 1.93, "learning_rate": 1.0633727175080558e-05, "loss": 0.0337, "step": 17960 }, { "epoch": 1.93, "learning_rate": 1.0472610096670247e-05, "loss": 0.034, "step": 17970 }, { "epoch": 1.93, "learning_rate": 1.0311493018259935e-05, "loss": 0.0325, "step": 17980 }, { "epoch": 1.93, "learning_rate": 1.0150375939849622e-05, "loss": 0.0287, "step": 17990 }, { "epoch": 1.93, "learning_rate": 9.98925886143931e-06, "loss": 0.0362, "step": 18000 }, { "epoch": 1.93, "eval_cer": 0.9235026926819592, "eval_loss": 0.02764066681265831, "eval_runtime": 119.0918, "eval_samples_per_second": 16.777, "eval_steps_per_second": 4.198, "step": 18000 }, { "epoch": 1.93, "learning_rate": 9.828141783029e-06, "loss": 0.0338, "step": 18010 }, { "epoch": 1.94, "learning_rate": 9.667024704618689e-06, "loss": 0.0331, "step": 18020 }, { "epoch": 1.94, "learning_rate": 9.505907626208377e-06, "loss": 0.0269, "step": 18030 }, { "epoch": 1.94, "learning_rate": 9.344790547798066e-06, "loss": 0.029, "step": 18040 }, { "epoch": 1.94, "learning_rate": 9.183673469387754e-06, "loss": 0.0307, "step": 18050 }, { "epoch": 1.94, "learning_rate": 9.022556390977442e-06, "loss": 0.032, "step": 18060 }, { "epoch": 1.94, "learning_rate": 8.86143931256713e-06, "loss": 0.0255, "step": 18070 }, { "epoch": 1.94, "learning_rate": 8.70032223415682e-06, "loss": 0.0265, "step": 18080 }, { "epoch": 1.94, "learning_rate": 8.539205155746508e-06, "loss": 0.0286, "step": 18090 }, { "epoch": 1.94, "learning_rate": 8.378088077336198e-06, "loss": 0.0342, "step": 18100 }, { "epoch": 1.95, "learning_rate": 8.216970998925886e-06, "loss": 0.0289, "step": 18110 }, { "epoch": 1.95, "learning_rate": 8.055853920515575e-06, "loss": 0.0375, "step": 18120 }, { "epoch": 1.95, "learning_rate": 7.894736842105261e-06, "loss": 0.0245, "step": 18130 }, { "epoch": 1.95, "learning_rate": 7.733619763694951e-06, "loss": 0.0273, "step": 18140 }, { "epoch": 1.95, "learning_rate": 7.57250268528464e-06, "loss": 0.0357, "step": 18150 }, { "epoch": 1.95, "learning_rate": 7.411385606874328e-06, "loss": 0.0328, "step": 18160 }, { "epoch": 1.95, "learning_rate": 7.250268528464017e-06, "loss": 0.0313, "step": 18170 }, { "epoch": 1.95, "learning_rate": 7.089151450053705e-06, "loss": 0.026, "step": 18180 }, { "epoch": 1.95, "learning_rate": 6.928034371643393e-06, "loss": 0.0335, "step": 18190 }, { "epoch": 1.95, "learning_rate": 6.766917293233082e-06, "loss": 0.025, "step": 18200 }, { "epoch": 1.96, "learning_rate": 6.605800214822771e-06, "loss": 0.0315, "step": 18210 }, { "epoch": 1.96, "learning_rate": 6.4446831364124594e-06, "loss": 0.0305, "step": 18220 }, { "epoch": 1.96, "learning_rate": 6.283566058002148e-06, "loss": 0.0294, "step": 18230 }, { "epoch": 1.96, "learning_rate": 6.122448979591835e-06, "loss": 0.0273, "step": 18240 }, { "epoch": 1.96, "learning_rate": 5.961331901181525e-06, "loss": 0.0325, "step": 18250 }, { "epoch": 1.96, "learning_rate": 5.800214822771213e-06, "loss": 0.0355, "step": 18260 }, { "epoch": 1.96, "learning_rate": 5.6390977443609015e-06, "loss": 0.029, "step": 18270 }, { "epoch": 1.96, "learning_rate": 5.477980665950591e-06, "loss": 0.0302, "step": 18280 }, { "epoch": 1.96, "learning_rate": 5.316863587540279e-06, "loss": 0.0324, "step": 18290 }, { "epoch": 1.97, "learning_rate": 5.1557465091299675e-06, "loss": 0.0344, "step": 18300 }, { "epoch": 1.97, "learning_rate": 4.994629430719655e-06, "loss": 0.0307, "step": 18310 }, { "epoch": 1.97, "learning_rate": 4.833512352309344e-06, "loss": 0.0268, "step": 18320 }, { "epoch": 1.97, "learning_rate": 4.672395273899033e-06, "loss": 0.0303, "step": 18330 }, { "epoch": 1.97, "learning_rate": 4.511278195488721e-06, "loss": 0.0308, "step": 18340 }, { "epoch": 1.97, "learning_rate": 4.35016111707841e-06, "loss": 0.031, "step": 18350 }, { "epoch": 1.97, "learning_rate": 4.189044038668099e-06, "loss": 0.032, "step": 18360 }, { "epoch": 1.97, "learning_rate": 4.027926960257787e-06, "loss": 0.0326, "step": 18370 }, { "epoch": 1.97, "learning_rate": 3.866809881847476e-06, "loss": 0.0317, "step": 18380 }, { "epoch": 1.98, "learning_rate": 3.705692803437164e-06, "loss": 0.0343, "step": 18390 }, { "epoch": 1.98, "learning_rate": 3.5445757250268525e-06, "loss": 0.0291, "step": 18400 }, { "epoch": 1.98, "learning_rate": 3.383458646616541e-06, "loss": 0.0268, "step": 18410 }, { "epoch": 1.98, "learning_rate": 3.2223415682062297e-06, "loss": 0.0312, "step": 18420 }, { "epoch": 1.98, "learning_rate": 3.0612244897959177e-06, "loss": 0.0429, "step": 18430 }, { "epoch": 1.98, "learning_rate": 2.9001074113856065e-06, "loss": 0.0418, "step": 18440 }, { "epoch": 1.98, "learning_rate": 2.7389903329752954e-06, "loss": 0.0355, "step": 18450 }, { "epoch": 1.98, "learning_rate": 2.5778732545649838e-06, "loss": 0.0329, "step": 18460 }, { "epoch": 1.98, "learning_rate": 2.416756176154672e-06, "loss": 0.0304, "step": 18470 }, { "epoch": 1.98, "learning_rate": 2.2556390977443606e-06, "loss": 0.0281, "step": 18480 }, { "epoch": 1.99, "learning_rate": 2.0945220193340494e-06, "loss": 0.035, "step": 18490 }, { "epoch": 1.99, "learning_rate": 1.933404940923738e-06, "loss": 0.0377, "step": 18500 }, { "epoch": 1.99, "learning_rate": 1.7722878625134262e-06, "loss": 0.0297, "step": 18510 }, { "epoch": 1.99, "learning_rate": 1.6111707841031149e-06, "loss": 0.0373, "step": 18520 }, { "epoch": 1.99, "learning_rate": 1.4500537056928033e-06, "loss": 0.0359, "step": 18530 }, { "epoch": 1.99, "learning_rate": 1.2889366272824919e-06, "loss": 0.0273, "step": 18540 }, { "epoch": 1.99, "learning_rate": 1.1278195488721803e-06, "loss": 0.0313, "step": 18550 }, { "epoch": 1.99, "learning_rate": 9.66702470461869e-07, "loss": 0.0325, "step": 18560 }, { "epoch": 1.99, "learning_rate": 8.055853920515574e-07, "loss": 0.0251, "step": 18570 }, { "epoch": 2.0, "learning_rate": 6.444683136412459e-07, "loss": 0.0324, "step": 18580 }, { "epoch": 2.0, "learning_rate": 4.833512352309345e-07, "loss": 0.032, "step": 18590 }, { "epoch": 2.0, "learning_rate": 3.2223415682062297e-07, "loss": 0.0286, "step": 18600 }, { "epoch": 2.0, "learning_rate": 1.6111707841031149e-07, "loss": 0.0333, "step": 18610 }, { "epoch": 2.0, "learning_rate": 0.0, "loss": 0.0284, "step": 18620 }, { "epoch": 2.0, "step": 18620, "total_flos": 1.0037352244727808e+17, "train_loss": 0.07157236041639212, "train_runtime": 20459.2275, "train_samples_per_second": 29.126, "train_steps_per_second": 0.91 } ], "max_steps": 18620, "num_train_epochs": 2, "total_flos": 1.0037352244727808e+17, "trial_name": null, "trial_params": null }